commit b17a085cad00058b2e18a13867e54dbfbdd005d6 Author: cahyakumala123 Date: Mon Jun 15 11:24:08 2026 +0700 TUGAS_AKHIR diff --git a/composer.json b/composer.json new file mode 100644 index 0000000..7b16b30 --- /dev/null +++ b/composer.json @@ -0,0 +1,5 @@ +{ + "require": { + "guzzlehttp/guzzle": "*" + } +} diff --git a/composer.lock b/composer.lock new file mode 100644 index 0000000..f3dea1e --- /dev/null +++ b/composer.lock @@ -0,0 +1,616 @@ +{ + "_readme": [ + "This file locks the dependencies of your project to a known state", + "Read more about it at https://getcomposer.org/doc/01-basic-usage.md#installing-dependencies", + "This file is @generated automatically" + ], + "content-hash": "4b55c7ef33235a0353c1b6b079f86964", + "packages": [ + { + "name": "guzzlehttp/guzzle", + "version": "7.10.0", + "source": { + "type": "git", + "url": "https://github.com/guzzle/guzzle.git", + "reference": "b51ac707cfa420b7bfd4e4d5e510ba8008e822b4" + }, + "dist": { + "type": "zip", + "url": "https://api.github.com/repos/guzzle/guzzle/zipball/b51ac707cfa420b7bfd4e4d5e510ba8008e822b4", + "reference": "b51ac707cfa420b7bfd4e4d5e510ba8008e822b4", + "shasum": "" + }, + "require": { + "ext-json": "*", + "guzzlehttp/promises": "^2.3", + "guzzlehttp/psr7": "^2.8", + "php": "^7.2.5 || ^8.0", + "psr/http-client": "^1.0", + "symfony/deprecation-contracts": "^2.2 || ^3.0" + }, + "provide": { + "psr/http-client-implementation": "1.0" + }, + "require-dev": { + "bamarni/composer-bin-plugin": "^1.8.2", + "ext-curl": "*", + "guzzle/client-integration-tests": "3.0.2", + "php-http/message-factory": "^1.1", + "phpunit/phpunit": "^8.5.39 || ^9.6.20", + "psr/log": "^1.1 || ^2.0 || ^3.0" + }, + "suggest": { + "ext-curl": "Required for CURL handler support", + "ext-intl": "Required for Internationalized Domain Name (IDN) support", + "psr/log": "Required for using the Log middleware" + }, + "type": "library", + "extra": { + "bamarni-bin": { + "bin-links": true, + "forward-command": false + } + }, + "autoload": { + "files": [ + "src/functions_include.php" + ], + "psr-4": { + "GuzzleHttp\\": "src/" + } + }, + "notification-url": "https://packagist.org/downloads/", + "license": [ + "MIT" + ], + "authors": [ + { + "name": "Graham Campbell", + "email": "hello@gjcampbell.co.uk", + "homepage": "https://github.com/GrahamCampbell" + }, + { + "name": "Michael Dowling", + "email": "mtdowling@gmail.com", + "homepage": "https://github.com/mtdowling" + }, + { + "name": "Jeremy Lindblom", + "email": "jeremeamia@gmail.com", + "homepage": "https://github.com/jeremeamia" + }, + { + "name": "George Mponos", + "email": "gmponos@gmail.com", + "homepage": "https://github.com/gmponos" + }, + { + "name": "Tobias Nyholm", + "email": "tobias.nyholm@gmail.com", + "homepage": "https://github.com/Nyholm" + }, + { + "name": "Márk Sági-Kazár", + "email": "mark.sagikazar@gmail.com", + "homepage": "https://github.com/sagikazarmark" + }, + { + "name": "Tobias Schultze", + "email": "webmaster@tubo-world.de", + "homepage": "https://github.com/Tobion" + } + ], + "description": "Guzzle is a PHP HTTP client library", + "keywords": [ + "client", + "curl", + "framework", + "http", + "http client", + "psr-18", + "psr-7", + "rest", + "web service" + ], + "support": { + "issues": "https://github.com/guzzle/guzzle/issues", + "source": "https://github.com/guzzle/guzzle/tree/7.10.0" + }, + "funding": [ + { + "url": "https://github.com/GrahamCampbell", + "type": "github" + }, + { + "url": "https://github.com/Nyholm", + "type": "github" + }, + { + "url": "https://tidelift.com/funding/github/packagist/guzzlehttp/guzzle", + "type": "tidelift" + } + ], + "time": "2025-08-23T22:36:01+00:00" + }, + { + "name": "guzzlehttp/promises", + "version": "2.3.0", + "source": { + "type": "git", + "url": "https://github.com/guzzle/promises.git", + "reference": "481557b130ef3790cf82b713667b43030dc9c957" + }, + "dist": { + "type": "zip", + "url": "https://api.github.com/repos/guzzle/promises/zipball/481557b130ef3790cf82b713667b43030dc9c957", + "reference": "481557b130ef3790cf82b713667b43030dc9c957", + "shasum": "" + }, + "require": { + "php": "^7.2.5 || ^8.0" + }, + "require-dev": { + "bamarni/composer-bin-plugin": "^1.8.2", + "phpunit/phpunit": "^8.5.44 || ^9.6.25" + }, + "type": "library", + "extra": { + "bamarni-bin": { + "bin-links": true, + "forward-command": false + } + }, + "autoload": { + "psr-4": { + "GuzzleHttp\\Promise\\": "src/" + } + }, + "notification-url": "https://packagist.org/downloads/", + "license": [ + "MIT" + ], + "authors": [ + { + "name": "Graham Campbell", + "email": "hello@gjcampbell.co.uk", + "homepage": "https://github.com/GrahamCampbell" + }, + { + "name": "Michael Dowling", + "email": "mtdowling@gmail.com", + "homepage": "https://github.com/mtdowling" + }, + { + "name": "Tobias Nyholm", + "email": "tobias.nyholm@gmail.com", + "homepage": "https://github.com/Nyholm" + }, + { + "name": "Tobias Schultze", + "email": "webmaster@tubo-world.de", + "homepage": "https://github.com/Tobion" + } + ], + "description": "Guzzle promises library", + "keywords": [ + "promise" + ], + "support": { + "issues": "https://github.com/guzzle/promises/issues", + "source": "https://github.com/guzzle/promises/tree/2.3.0" + }, + "funding": [ + { + "url": "https://github.com/GrahamCampbell", + "type": "github" + }, + { + "url": "https://github.com/Nyholm", + "type": "github" + }, + { + "url": "https://tidelift.com/funding/github/packagist/guzzlehttp/promises", + "type": "tidelift" + } + ], + "time": "2025-08-22T14:34:08+00:00" + }, + { + "name": "guzzlehttp/psr7", + "version": "2.9.0", + "source": { + "type": "git", + "url": "https://github.com/guzzle/psr7.git", + "reference": "7d0ed42f28e42d61352a7a79de682e5e67fec884" + }, + "dist": { + "type": "zip", + "url": "https://api.github.com/repos/guzzle/psr7/zipball/7d0ed42f28e42d61352a7a79de682e5e67fec884", + "reference": "7d0ed42f28e42d61352a7a79de682e5e67fec884", + "shasum": "" + }, + "require": { + "php": "^7.2.5 || ^8.0", + "psr/http-factory": "^1.0", + "psr/http-message": "^1.1 || ^2.0", + "ralouphie/getallheaders": "^3.0" + }, + "provide": { + "psr/http-factory-implementation": "1.0", + "psr/http-message-implementation": "1.0" + }, + "require-dev": { + "bamarni/composer-bin-plugin": "^1.8.2", + "http-interop/http-factory-tests": "0.9.0", + "jshttp/mime-db": "1.54.0.1", + "phpunit/phpunit": "^8.5.44 || ^9.6.25" + }, + "suggest": { + "laminas/laminas-httphandlerrunner": "Emit PSR-7 responses" + }, + "type": "library", + "extra": { + "bamarni-bin": { + "bin-links": true, + "forward-command": false + } + }, + "autoload": { + "psr-4": { + "GuzzleHttp\\Psr7\\": "src/" + } + }, + "notification-url": "https://packagist.org/downloads/", + "license": [ + "MIT" + ], + "authors": [ + { + "name": "Graham Campbell", + "email": "hello@gjcampbell.co.uk", + "homepage": "https://github.com/GrahamCampbell" + }, + { + "name": "Michael Dowling", + "email": "mtdowling@gmail.com", + "homepage": "https://github.com/mtdowling" + }, + { + "name": "George Mponos", + "email": "gmponos@gmail.com", + "homepage": "https://github.com/gmponos" + }, + { + "name": "Tobias Nyholm", + "email": "tobias.nyholm@gmail.com", + "homepage": "https://github.com/Nyholm" + }, + { + "name": "Márk Sági-Kazár", + "email": "mark.sagikazar@gmail.com", + "homepage": "https://github.com/sagikazarmark" + }, + { + "name": "Tobias Schultze", + "email": "webmaster@tubo-world.de", + "homepage": "https://github.com/Tobion" + }, + { + "name": "Márk Sági-Kazár", + "email": "mark.sagikazar@gmail.com", + "homepage": "https://sagikazarmark.hu" + } + ], + "description": "PSR-7 message implementation that also provides common utility methods", + "keywords": [ + "http", + "message", + "psr-7", + "request", + "response", + "stream", + "uri", + "url" + ], + "support": { + "issues": "https://github.com/guzzle/psr7/issues", + "source": "https://github.com/guzzle/psr7/tree/2.9.0" + }, + "funding": [ + { + "url": "https://github.com/GrahamCampbell", + "type": "github" + }, + { + "url": "https://github.com/Nyholm", + "type": "github" + }, + { + "url": "https://tidelift.com/funding/github/packagist/guzzlehttp/psr7", + "type": "tidelift" + } + ], + "time": "2026-03-10T16:41:02+00:00" + }, + { + "name": "psr/http-client", + "version": "1.0.3", + "source": { + "type": "git", + "url": "https://github.com/php-fig/http-client.git", + "reference": "bb5906edc1c324c9a05aa0873d40117941e5fa90" + }, + "dist": { + "type": "zip", + "url": "https://api.github.com/repos/php-fig/http-client/zipball/bb5906edc1c324c9a05aa0873d40117941e5fa90", + "reference": "bb5906edc1c324c9a05aa0873d40117941e5fa90", + "shasum": "" + }, + "require": { + "php": "^7.0 || ^8.0", + "psr/http-message": "^1.0 || ^2.0" + }, + "type": "library", + "extra": { + "branch-alias": { + "dev-master": "1.0.x-dev" + } + }, + "autoload": { + "psr-4": { + "Psr\\Http\\Client\\": "src/" + } + }, + "notification-url": "https://packagist.org/downloads/", + "license": [ + "MIT" + ], + "authors": [ + { + "name": "PHP-FIG", + "homepage": "https://www.php-fig.org/" + } + ], + "description": "Common interface for HTTP clients", + "homepage": "https://github.com/php-fig/http-client", + "keywords": [ + "http", + "http-client", + "psr", + "psr-18" + ], + "support": { + "source": "https://github.com/php-fig/http-client" + }, + "time": "2023-09-23T14:17:50+00:00" + }, + { + "name": "psr/http-factory", + "version": "1.1.0", + "source": { + "type": "git", + "url": "https://github.com/php-fig/http-factory.git", + "reference": "2b4765fddfe3b508ac62f829e852b1501d3f6e8a" + }, + "dist": { + "type": "zip", + "url": "https://api.github.com/repos/php-fig/http-factory/zipball/2b4765fddfe3b508ac62f829e852b1501d3f6e8a", + "reference": "2b4765fddfe3b508ac62f829e852b1501d3f6e8a", + "shasum": "" + }, + "require": { + "php": ">=7.1", + "psr/http-message": "^1.0 || ^2.0" + }, + "type": "library", + "extra": { + "branch-alias": { + "dev-master": "1.0.x-dev" + } + }, + "autoload": { + "psr-4": { + "Psr\\Http\\Message\\": "src/" + } + }, + "notification-url": "https://packagist.org/downloads/", + "license": [ + "MIT" + ], + "authors": [ + { + "name": "PHP-FIG", + "homepage": "https://www.php-fig.org/" + } + ], + "description": "PSR-17: Common interfaces for PSR-7 HTTP message factories", + "keywords": [ + "factory", + "http", + "message", + "psr", + "psr-17", + "psr-7", + "request", + "response" + ], + "support": { + "source": "https://github.com/php-fig/http-factory" + }, + "time": "2024-04-15T12:06:14+00:00" + }, + { + "name": "psr/http-message", + "version": "2.0", + "source": { + "type": "git", + "url": "https://github.com/php-fig/http-message.git", + "reference": "402d35bcb92c70c026d1a6a9883f06b2ead23d71" + }, + "dist": { + "type": "zip", + "url": "https://api.github.com/repos/php-fig/http-message/zipball/402d35bcb92c70c026d1a6a9883f06b2ead23d71", + "reference": "402d35bcb92c70c026d1a6a9883f06b2ead23d71", + "shasum": "" + }, + "require": { + "php": "^7.2 || ^8.0" + }, + "type": "library", + "extra": { + "branch-alias": { + "dev-master": "2.0.x-dev" + } + }, + "autoload": { + "psr-4": { + "Psr\\Http\\Message\\": "src/" + } + }, + "notification-url": "https://packagist.org/downloads/", + "license": [ + "MIT" + ], + "authors": [ + { + "name": "PHP-FIG", + "homepage": "https://www.php-fig.org/" + } + ], + "description": "Common interface for HTTP messages", + "homepage": "https://github.com/php-fig/http-message", + "keywords": [ + "http", + "http-message", + "psr", + "psr-7", + "request", + "response" + ], + "support": { + "source": "https://github.com/php-fig/http-message/tree/2.0" + }, + "time": "2023-04-04T09:54:51+00:00" + }, + { + "name": "ralouphie/getallheaders", + "version": "3.0.3", + "source": { + "type": "git", + "url": "https://github.com/ralouphie/getallheaders.git", + "reference": "120b605dfeb996808c31b6477290a714d356e822" + }, + "dist": { + "type": "zip", + "url": "https://api.github.com/repos/ralouphie/getallheaders/zipball/120b605dfeb996808c31b6477290a714d356e822", + "reference": "120b605dfeb996808c31b6477290a714d356e822", + "shasum": "" + }, + "require": { + "php": ">=5.6" + }, + "require-dev": { + "php-coveralls/php-coveralls": "^2.1", + "phpunit/phpunit": "^5 || ^6.5" + }, + "type": "library", + "autoload": { + "files": [ + "src/getallheaders.php" + ] + }, + "notification-url": "https://packagist.org/downloads/", + "license": [ + "MIT" + ], + "authors": [ + { + "name": "Ralph Khattar", + "email": "ralph.khattar@gmail.com" + } + ], + "description": "A polyfill for getallheaders.", + "support": { + "issues": "https://github.com/ralouphie/getallheaders/issues", + "source": "https://github.com/ralouphie/getallheaders/tree/develop" + }, + "time": "2019-03-08T08:55:37+00:00" + }, + { + "name": "symfony/deprecation-contracts", + "version": "v3.6.0", + "source": { + "type": "git", + "url": "https://github.com/symfony/deprecation-contracts.git", + "reference": "63afe740e99a13ba87ec199bb07bbdee937a5b62" + }, + "dist": { + "type": "zip", + "url": "https://api.github.com/repos/symfony/deprecation-contracts/zipball/63afe740e99a13ba87ec199bb07bbdee937a5b62", + "reference": "63afe740e99a13ba87ec199bb07bbdee937a5b62", + "shasum": "" + }, + "require": { + "php": ">=8.1" + }, + "type": "library", + "extra": { + "thanks": { + "url": "https://github.com/symfony/contracts", + "name": "symfony/contracts" + }, + "branch-alias": { + "dev-main": "3.6-dev" + } + }, + "autoload": { + "files": [ + "function.php" + ] + }, + "notification-url": "https://packagist.org/downloads/", + "license": [ + "MIT" + ], + "authors": [ + { + "name": "Nicolas Grekas", + "email": "p@tchwork.com" + }, + { + "name": "Symfony Community", + "homepage": "https://symfony.com/contributors" + } + ], + "description": "A generic function and convention to trigger deprecation notices", + "homepage": "https://symfony.com", + "support": { + "source": "https://github.com/symfony/deprecation-contracts/tree/v3.6.0" + }, + "funding": [ + { + "url": "https://symfony.com/sponsor", + "type": "custom" + }, + { + "url": "https://github.com/fabpot", + "type": "github" + }, + { + "url": "https://tidelift.com/funding/github/packagist/symfony/symfony", + "type": "tidelift" + } + ], + "time": "2024-09-25T14:21:43+00:00" + } + ], + "packages-dev": [], + "aliases": [], + "minimum-stability": "stable", + "stability-flags": {}, + "prefer-stable": false, + "prefer-lowest": false, + "platform": {}, + "platform-dev": {}, + "plugin-api-version": "2.6.0" +} diff --git a/stunting b/stunting new file mode 160000 index 0000000..a9df6f0 --- /dev/null +++ b/stunting @@ -0,0 +1 @@ +Subproject commit a9df6f00050d406a45713ec2416d2c2a0207b20b diff --git a/stunting_ml/api/app.py b/stunting_ml/api/app.py new file mode 100644 index 0000000..0550767 --- /dev/null +++ b/stunting_ml/api/app.py @@ -0,0 +1,59 @@ +from flask import Flask, request, jsonify +import joblib +import json +import numpy as np + +app = Flask(__name__) + +model = joblib.load("../models/random_forest_stunting.pkl") +with open("../models/label_mapping.json", "r") as f: + label_mapping = json.load(f) + +@app.route('/', methods=['GET']) +def home(): + return jsonify({ + "message" : "API Deteksi Stunting", + "version" : "1.0", + "endpoint": "/predict" + }) + +@app.route('/predict', methods=['POST']) +def predict(): + try: + data = request.get_json() + # Ambil input + jk = 0 if str(data['jenis_kelamin']).upper() == 'L' else 1 + usia = float(data['usia_bulan']) + berat = float(data['berat_badan']) + tinggi = float(data['tinggi_badan']) + # Klasifikasi + features = np.array([[jk, usia, berat, tinggi]]) + pred = model.predict(features)[0] + prob = model.predict_proba(features)[0] + label = label_mapping[str(pred)] + + return jsonify({ + "status" : "success", + "input" : { + "jenis_kelamin": data['jenis_kelamin'], + "usia_bulan" : usia, + "berat_badan" : berat, + "tinggi_badan" : tinggi + }, + "prediksi" : label, + "probabilitas" : { + label_mapping[str(i)]: round(float(p), 4) + for i, p in enumerate(prob) + } + }) + + except Exception as e: + return jsonify({ + "status" : "error", + "message": str(e) + }), 400 + +if __name__ == '__main__': + app.run(debug=True, port=5000) + + \ No newline at end of file diff --git a/stunting_ml/api/requirements.txt b/stunting_ml/api/requirements.txt new file mode 100644 index 0000000..f422358 --- /dev/null +++ b/stunting_ml/api/requirements.txt @@ -0,0 +1,4 @@ +flask +joblib +numpy +scikit-learn \ No newline at end of file diff --git a/stunting_ml/data/processed/X_test.csv b/stunting_ml/data/processed/X_test.csv new file mode 100644 index 0000000..96a5d03 --- /dev/null +++ b/stunting_ml/data/processed/X_test.csv @@ -0,0 +1,377 @@ +JK,Usia_Bulan,Berat,Tinggi,ZS_TBU +0,8,6.3,64.0,-2.9922 +0,10,9.0,63.5,-4.2808 +1,56,11.7,95.0,-2.663 +1,52,11.6,91.6,-3.0153 +1,44,13.6,89.1,-2.7017 +0,36,9.7,84.0,-3.2597 +1,25,10.6,79.4,-2.1933 +1,31,9.5,81.0,-2.9185 +1,21,9.5,74.5,-2.9882 +0,42,12.2,90.0,-2.4846 +0,35,12.7,84.0,-3.1208 +1,16,7.5,71.0,-2.7217 +0,24,10.3,82.0,-1.6746 +0,39,12.8,90.0,-2.0847 +1,24,10.2,87.0,0.3982 +0,16,10.7,81.3,0.4213 +0,46,15.8,101.2,-0.2411 +1,16,8.0,71.0,-2.7217 +0,42,15.6,101.6,0.441 +1,44,11.6,90.0,-2.4847 +0,15,8.8,72.0,-2.8241 +1,47,12.3,90.0,-2.8433 +0,29,10.7,83.7,-2.2336 +0,14,11.0,68.0,-4.0567 +0,33,12.0,80.0,-3.9498 +0,31,11.8,85.1,-2.1864 +0,49,12.5,89.5,-3.4004 +0,18,9.5,76.0,-2.3204 +0,30,10.3,75.0,-4.9726 +0,8,6.8,67.0,-1.632 +1,48,15.2,91.2,-2.677 +1,31,9.0,73.0,-5.1543 +1,29,11.5,79.0,-3.1311 +1,51,12.2,90.0,-3.2738 +1,54,14.2,97.0,-2.0228 +0,6,7.7,64.0,-1.693 +0,10,9.2,65.0,-3.6243 +1,29,10.3,82.0,-2.2693 +0,16,8.0,75.0,-2.0164 +0,26,8.7,79.0,-3.088 +1,2,5.3,56.0,-0.5242 +1,27,10.3,78.2,-2.982 +1,46,15.9,104.3,0.6543 +0,38,9.0,78.0,-5.1019 +0,11,7.2,68.0,-2.8072 +0,11,8.2,77.0,1.0566 +1,27,8.6,80.0,-2.4497 +0,31,9.5,85.0,-2.2153 +1,51,17.0,106.5,0.4571 +1,58,18.7,111.2,0.6061 +0,17,9.0,74.0,-2.7451 +0,7,9.2,63.5,-2.6091 +0,43,15.5,94.8,-1.4108 +1,4,6.0,62.0,-0.0415 +1,23,9.2,81.0,-1.4243 +1,20,8.5,70.0,-4.2164 +1,24,12.3,84.0,-0.5317 +0,20,10.2,77.0,-2.5585 +0,39,10.9,87.0,-2.8658 +1,48,17.0,90.0,-2.9556 +0,2,4.7,57.0,-0.7123 +1,35,13.9,93.8,-0.147 +1,37,18.0,87.0,-2.2686 +1,47,12.2,91.5,-2.4919 +0,58,18.3,110.4,0.3356 +0,15,8.0,71.0,-3.2193 +1,27,12.3,88.2,-0.0245 +0,39,13.9,88.1,-2.5794 +0,38,18.1,101.0,0.9546 +1,30,13.2,91.7,0.289 +1,57,13.5,98.0,-2.1137 +0,42,11.2,91.0,-2.2324 +0,53,15.2,97.0,-2.0816 +0,7,7.5,62.4,-3.1157 +1,29,10.8,75.0,-4.2803 +1,3,4.4,51.0,-4.1818 +1,30,11.1,91.2,0.1474 +1,0,1.8,40.0,-4.911 +0,30,11.7,85.0,-2.0359 +1,12,6.0,68.0,-2.3359 +1,48,15.1,92.8,-2.3055 +0,26,10.0,82.0,-2.1433 +0,28,12.9,95.0,1.3933 +1,54,16.7,95.1,-2.4416 +0,36,13.9,96.3,0.0584 +1,43,12.1,86.2,-3.2822 +0,27,10.6,85.0,-1.4279 +0,60,14.8,100.0,-2.1502 +1,56,13.1,90.0,-3.7474 +1,32,11.0,86.0,-1.7073 +1,5,6.8,62.7,-0.5999 +0,9,8.9,69.0,-1.3234 +0,19,9.18,81.0,-0.8136 +0,22,10.7,75.0,-3.7651 +0,3,4.0,53.0,-4.1231 +1,37,9.9,84.0,-3.0473 +0,47,11.0,86.0,-4.0326 +1,10,7.0,65.0,-2.6268 +0,7,6.3,64.0,-2.3788 +0,41,16.9,94.5,-1.2094 +1,15,7.9,73.0,-1.6464 +0,21,12.0,74.0,-3.8741 +1,51,13.5,91.0,-3.0477 +0,3,4.0,54.0,-3.634 +1,24,6.8,72.8,-4.0031 +0,2,5.2,59.0,0.2875 +0,55,18.0,106.3,-0.2064 +0,7,7.4,64.0,-2.3788 +0,19,10.8,83.0,-0.0878 +0,53,16.1,97.2,-2.0359 +1,44,12.8,90.0,-2.4847 +0,37,12.4,93.0,-0.995 +0,1,3.5,51.0,-1.9133 +0,25,12.2,78.0,-3.2003 +1,43,11.4,91.9,-1.8943 +0,57,13.0,99.0,-2.0598 +1,9,8.5,71.6,0.6029 +1,3,4.2,54.0,-2.7566 +1,20,11.0,75.0,-2.5569 +1,7,8.7,71.0,1.6035 +0,19,10.9,80.0,-1.1766 +0,31,12.0,81.0,-3.3717 +0,27,13.2,80.3,-2.8807 +0,21,9.5,79.0,-2.1345 +1,51,12.5,97.0,-1.691 +1,59,18.9,109.2,0.0647 +0,45,14.4,93.5,-1.9894 +1,28,13.3,90.4,0.3788 +0,26,11.6,81.2,-2.3952 +0,42,12.1,94.7,-1.2992 +1,33,13.9,95.1,0.5926 +1,49,11.9,94.0,-2.1446 +0,60,19.1,112.7,0.5905 +0,15,7.5,69.0,-4.0097 +0,51,17.3,105.6,0.1384 +0,19,9.5,76.0,-2.6283 +0,1,3.6,50.5,-2.1702 +0,24,11.0,85.0,-0.6926 +0,24,9.4,80.0,-2.3292 +0,21,9.0,80.0,-1.7865 +1,3,5.1,55.0,-2.2816 +1,21,7.7,74.0,-3.1512 +1,35,10.5,83.0,-3.0165 +0,19,8.0,78.0,-1.9024 +0,18,8.8,76.0,-2.3204 +0,3,6.4,61.0,-0.2099 +0,33,10.5,77.0,-4.7919 +0,5,7.0,63.0,-1.3746 +1,15,8.3,76.0,-0.5512 +1,34,12.0,83.8,-2.6473 +1,8,6.7,63.0,-2.4312 +0,2,5.8,62.0,1.7871 +1,48,16.1,102.7,-0.0072 +0,53,12.5,89.0,-3.9088 +0,25,10.6,83.0,-1.5957 +0,43,11.5,88.0,-3.1091 +0,47,16.6,102.9,0.0331 +1,52,16.0,96.0,-2.0288 +1,26,12.4,87.8,0.1062 +0,33,10.7,86.5,-2.1252 +0,29,7.8,79.0,-3.6366 +1,54,17.9,108.2,0.4465 +0,53,15.4,94.0,-2.7668 +1,12,10.0,64.0,-3.8893 +1,54,15.0,97.0,-2.0228 +0,16,11.5,77.0,-1.2426 +1,43,15.7,98.7,-0.2385 +1,43,12.6,95.0,-1.1395 +0,27,11.0,80.2,-2.9116 +0,12,10.2,68.2,-3.1768 +0,12,9.6,76.8,0.4424 +1,51,16.4,101.0,-0.7866 +0,56,13.8,100.4,-1.6419 +0,28,12.9,89.6,-0.2466 +0,14,10.6,80.0,0.7873 +0,5,6.7,68.0,0.9933 +1,6,7.2,60.0,-2.5287 +0,25,12.9,89.0,0.3299 +1,32,11.8,81.3,-3.0036 +0,50,12.5,96.0,-1.9793 +0,48,14.4,99.0,-1.0318 +1,3,4.3,54.0,-2.7566 +1,52,11.2,94.5,-2.3651 +0,24,12.4,88.5,0.453 +0,13,9.9,71.0,-2.4396 +0,22,11.6,78.0,-2.7427 +0,39,9.8,88.0,-2.6055 +0,16,9.0,73.0,-2.7903 +0,20,8.6,78.0,-2.2032 +1,50,14.1,94.0,-2.2583 +0,38,14.3,95.8,-0.4147 +1,4,6.1,66.0,1.8065 +0,43,12.8,92.0,-2.1101 +0,50,13.0,93.0,-2.6823 +0,33,14.2,86.2,-2.2094 +0,38,12.6,90.0,-1.942 +0,19,11.0,75.0,-2.9912 +0,20,7.25,73.0,-3.98 +1,14,10.3,80.6,1.5716 +0,54,14.1,93.0,-3.0956 +0,57,16.2,92.0,-3.607 +0,38,11.2,90.0,-1.942 +0,11,7.8,68.2,-2.7213 +1,44,12.1,86.2,-3.4009 +0,59,18.5,110.0,0.1268 +1,34,13.9,94.2,0.1494 +0,20,9.9,78.5,-2.0255 +0,9,7.1,64.0,-3.5523 +1,19,9.6,78.0,-1.2569 +1,4,6.4,62.0,-0.0415 +1,44,12.0,83.0,-4.1724 +0,12,8.2,76.0,0.1057 +0,35,10.2,85.0,-2.8476 +1,19,8.4,74.0,-2.6091 +1,46,16.8,103.2,0.3941 +0,59,18.1,108.9,-0.1124 +0,20,9.1,76.0,-2.9139 +1,16,10.0,71.2,-2.6501 +0,53,14.2,96.0,-2.31 +0,23,9.6,79.0,-2.6513 +0,38,10.0,77.5,-5.2335 +0,9,7.0,66.0,-2.6607 +0,25,17.0,87.0,-0.3119 +0,55,14.7,97.0,-2.2955 +1,26,8.1,77.0,-3.137 +0,13,7.7,69.0,-3.264 +0,50,13.0,95.1,-2.1902 +0,27,10.0,82.0,-2.3552 +0,38,12.8,89.0,-2.2053 +0,34,13.9,96.3,0.4282 +0,17,8.2,73.0,-3.1238 +0,42,15.0,98.8,-0.2652 +1,3,5.1,57.0,-1.3315 +0,41,14.8,98.0,-0.3175 +0,43,13.0,90.0,-2.6096 +1,40,14.5,97.2,-0.138 +1,24,11.3,76.0,-3.0113 +0,48,10.0,83.5,-4.7275 +0,38,9.8,89.0,-2.2053 +1,47,11.1,88.0,-3.3119 +0,25,12.6,89.6,0.5225 +1,27,11.9,88.0,-0.0837 +0,44,12.0,86.0,-3.7189 +0,13,8.2,73.0,-1.6152 +0,17,11.5,75.0,-2.3664 +0,31,12.4,84.0,-2.5044 +1,29,11.8,79.0,-3.1311 +0,32,12.2,86.0,-2.1001 +0,53,10.5,94.5,-2.6526 +0,20,7.4,76.0,-2.9139 +0,36,12.7,88.1,-2.1537 +1,39,14.9,96.7,-0.0986 +0,30,13.6,91.3,-0.1858 +0,39,12.6,80.0,-4.6883 +1,5,4.5,56.0,-3.6215 +0,18,9.3,77.0,-1.9496 +1,25,9.4,79.5,-2.1628 +0,8,8.3,68.0,-1.1786 +0,3,5.9,60.0,-0.6991 +1,50,14.4,100.0,-0.8899 +1,5,7.2,63.0,-0.4646 +1,51,20.2,101.5,-0.6735 +0,30,13.8,91.3,-0.1858 +1,20,8.2,76.0,-2.225 +0,48,13.0,93.0,-2.4624 +1,27,9.9,78.2,-2.982 +0,24,12.2,87.8,0.2239 +0,15,9.2,73.0,-2.4289 +1,53,16.0,96.0,-2.1375 +1,43,11.6,89.0,-2.6004 +0,12,9.6,75.7,-0.0205 +1,17,8.2,74.5,-1.815 +0,25,8.8,70.0,-5.7677 +0,41,15.5,91.0,-2.1013 +1,49,14.3,94.0,-2.1446 +1,29,11.0,81.2,-2.4991 +1,56,13.1,98.0,-2.0124 +0,22,13.8,87.0,0.3245 +1,7,6.3,60.0,-3.1474 +0,7,6.6,66.0,-1.4576 +0,20,9.8,75.0,-3.2693 +1,39,11.9,91.0,-1.5457 +1,38,10.5,84.1,-3.1617 +0,46,13.6,99.0,-0.7752 +1,34,11.2,86.0,-2.0557 +1,26,12.1,87.0,-0.134 +0,17,9.5,76.0,-1.9877 +0,38,13.2,92.0,-1.4153 +1,14,10.3,74.0,-0.8874 +0,44,16.2,102.7,0.4112 +1,34,13.9,95.6,0.5259 +1,40,15.1,98.8,0.2639 +0,2,6.1,66.0,3.7867 +0,50,13.5,94.0,-2.448 +1,25,9.2,80.0,-2.0103 +0,52,13.1,99.0,-1.5108 +1,11,7.8,66.0,-2.6861 +0,3,4.3,51.0,-5.1014 +0,37,15.0,95.8,-0.2488 +1,48,13.8,94.0,-2.027 +0,20,12.2,76.2,-2.8428 +0,49,16.7,102.5,-0.3282 +1,46,15.9,103.4,0.4414 +1,45,12.0,83.0,-4.2795 +1,15,8.3,68.2,-3.3988 +1,4,4.0,51.0,-5.1236 +1,55,14.6,97.0,-2.1274 +1,21,12.6,81.0,-0.869 +1,34,11.5,85.0,-2.3246 +1,3,5.5,58.0,-0.8565 +0,11,7.6,67.0,-3.2365 +0,31,14.0,78.0,-4.239 +1,6,7.2,68.0,1.0011 +1,7,9.2,70.0,1.1716 +1,47,12.0,84.5,-4.1319 +0,20,10.0,78.0,-2.2032 +0,23,12.0,77.7,-3.0854 +0,34,12.7,93.0,-0.4854 +1,39,12.4,88.0,-2.3074 +1,30,13.6,88.3,-0.6741 +1,48,14.1,93.0,-2.2591 +0,23,9.1,73.0,-4.6546 +1,37,13.9,94.0,-0.4516 +1,34,11.3,86.4,-1.9481 +0,8,7.9,62.0,-3.899 +1,46,12.7,89.0,-2.9645 +0,54,15.2,97.0,-2.1896 +1,15,10.6,67.0,-3.8369 +1,4,7.2,63.0,0.4205 +1,13,8.2,72.0,-1.2236 +0,47,10.0,83.5,-4.634 +0,38,9.5,76.0,-5.6285 +1,34,11.0,85.6,-2.1633 +1,5,4.8,59.0,-2.2685 +0,18,12.5,73.0,-3.4326 +0,15,11.5,68.0,-4.4049 +0,38,12.5,83.0,-3.7852 +0,31,11.9,86.2,-1.8684 +1,6,6.6,64.0,-0.7638 +1,21,9.0,73.0,-3.4773 +1,24,9.8,76.1,-2.9803 +0,39,8.2,77.0,-5.4694 +1,51,12.4,94.0,-2.3693 +0,42,14.0,89.0,-2.7368 +0,9,7.0,63.0,-3.9981 +0,54,15.9,106.0,-0.151 +1,24,10.9,77.2,-2.6393 +1,3,4.3,52.0,-3.7067 +0,54,14.2,96.2,-2.3708 +1,6,5.9,62.0,-1.6463 +0,16,10.6,79.0,-0.4687 +1,13,7.6,71.0,-1.6039 +0,56,17.5,107.2,-0.1269 +1,14,9.1,72.0,-1.6325 +1,33,8.9,73.0,-5.4254 +0,54,15.4,95.2,-2.5973 +0,45,13.3,92.0,-2.3569 +1,45,15.0,93.0,-1.8919 +1,17,9.0,71.9,-2.7276 +0,9,8.6,74.0,0.9055 +1,14,7.7,72.0,-1.6325 +0,34,10.2,76.5,-5.0535 +0,26,11.2,80.1,-2.7416 +1,57,16.2,97.1,-2.3074 +0,23,8.2,79.0,-2.6513 +1,9,7.5,71.0,0.3545 +0,19,10.0,78.0,-1.9024 +0,47,16.1,102.0,-0.1834 +1,31,11.1,87.0,-1.2417 +0,38,10.1,82.5,-3.9169 +1,40,12.5,92.0,-1.4441 +0,21,10.4,82.0,-1.0907 +0,43,15.2,97.0,-0.8613 +0,35,10.7,88.0,-2.0281 +1,5,7.7,67.0,1.3394 +1,25,11.6,79.7,-2.1018 diff --git a/stunting_ml/data/processed/X_train.csv b/stunting_ml/data/processed/X_train.csv new file mode 100644 index 0000000..9a38c96 --- /dev/null +++ b/stunting_ml/data/processed/X_train.csv @@ -0,0 +1,1504 @@ +JK,Usia_Bulan,Berat,Tinggi,ZS_TBU +0,42,15.0,96.0,-0.9713 +1,9,6.0,65.5,-1.9222 +1,8,8.5,66.0,-1.1627 +1,2,3.1,50.0,-3.4709 +0,51,13.6,91.0,-3.2529 +0,27,9.5,87.5,-0.6552 +1,30,15.5,89.0,-0.4758 +1,54,13.3,97.0,-2.0228 +0,54,12.5,94.0,-2.8691 +0,21,9.2,76.0,-3.1783 +0,23,11.0,80.0,-2.3174 +1,26,7.2,74.0,-4.038 +1,29,11.5,89.5,-0.1147 +1,57,15.4,97.0,-2.3289 +0,20,11.0,78.0,-2.2032 +0,43,13.5,92.0,-2.1101 +0,19,12.2,76.2,-2.5557 +0,44,14.7,90.2,-2.6802 +0,21,10.9,76.5,-3.0043 +0,26,10.0,85.3,-1.1042 +0,32,10.2,83.0,-2.9544 +1,8,7.2,60.0,-3.6997 +0,12,9.1,70.0,-2.4193 +1,13,6.0,68.0,-2.7447 +1,42,9.6,79.3,-4.8563 +0,3,5.2,57.5,-1.922 +0,39,13.2,90.1,-2.0587 +0,24,14.9,89.0,0.6166 +0,41,13.9,90.9,-2.1268 +0,8,7.0,64.0,-2.9922 +0,13,6.7,66.0,-4.5006 +0,31,12.1,85.2,-2.1575 +1,52,14.4,95.0,-2.253 +1,34,12.0,83.8,-2.6473 +1,16,10.7,82.2,1.2863 +0,9,7.6,69.0,-1.3234 +0,53,16.2,104.0,-0.4828 +0,46,9.1,83.2,-4.6107 +0,22,12.3,87.9,0.6313 +1,60,18.4,109.3,-0.0259 +1,38,13.1,91.4,-1.2881 +0,30,14.0,92.4,0.1372 +0,46,14.1,94.0,-1.9889 +1,33,13.4,91.0,-0.5239 +0,40,13.1,91.0,-1.9652 +0,51,13.2,93.0,-2.7883 +0,45,10.9,84.0,-4.3172 +0,57,12.5,93.0,-3.386 +0,38,14.1,90.0,-1.942 +0,5,5.3,61.0,-2.3218 +1,17,11.5,80.5,0.291 +1,35,11.4,85.0,-2.4851 +0,60,17.3,99.3,-2.3013 +1,43,14.5,88.0,-2.8439 +1,16,9.3,76.0,-0.9324 +1,53,14.3,95.0,-2.3598 +0,53,15.9,103.5,-0.597 +1,56,14.5,96.4,-2.3594 +0,23,10.3,80.5,-2.1505 +0,60,13.6,100.0,-2.1502 +0,37,12.4,89.0,-2.0611 +1,59,18.5,108.8,-0.0201 +0,17,10.9,80.0,-0.4729 +1,24,8.7,78.0,-2.3914 +0,23,8.2,74.0,-4.3207 +1,56,18.3,110.2,0.6336 +1,56,17.5,109.0,0.3733 +0,20,10.6,82.0,-0.7817 +0,26,11.2,86.0,-0.8837 +0,60,19.0,108.9,-0.2296 +1,14,10.5,77.6,0.4539 +0,11,7.3,72.0,-1.0899 +0,39,10.2,87.0,-2.8658 +1,29,13.1,92.8,0.8334 +0,36,14.0,87.0,-2.4504 +1,27,13.4,81.0,-2.1539 +0,48,15.5,92.0,-2.7008 +1,48,14.9,93.0,-2.2591 +0,1,6.3,59.0,2.1965 +1,20,8.5,82.0,-0.2335 +0,22,8.4,75.0,-3.7651 +0,38,14.2,95.5,-0.4937 +1,31,10.5,85.5,-1.6609 +1,31,8.7,81.0,-2.9185 +1,31,13.5,92.0,0.1557 +1,4,4.3,58.0,-1.8896 +0,49,17.0,105.4,0.3572 +1,13,8.0,72.0,-1.2236 +0,17,9.0,82.0,0.2845 +1,35,10.2,85.0,-2.4851 +0,24,13.0,81.0,-2.0019 +0,12,10.6,64.0,-4.9443 +1,47,11.0,83.3,-4.413 +0,37,14.0,94.0,-0.7285 +1,2,4.1,52.0,-2.4887 +1,27,9.9,78.1,-3.0116 +0,11,9.0,63.5,-4.739 +1,10,5.5,66.0,-2.2216 +1,6,7.2,65.0,-0.3226 +0,10,8.0,68.0,-2.3113 +1,54,16.7,95.1,-2.4416 +1,32,9.5,83.8,-2.3141 +1,12,8.5,76.0,0.7709 +0,3,4.5,53.0,-4.1231 +0,1,2.4,46.0,-4.482 +0,56,14.6,96.0,-2.6221 +0,16,10.1,74.0,-2.4034 +0,18,8.4,76.0,-2.3204 +0,34,11.5,88.5,-1.7312 +0,24,9.1,73.0,-4.6204 +1,20,12.3,87.4,1.5588 +1,47,11.0,87.0,-3.5462 +1,43,15.6,100.1,0.1024 +1,35,14.0,94.0,-0.0939 +1,55,17.5,107.4,0.1466 +0,43,11.2,85.0,-3.8584 +0,3,6.5,63.0,0.7684 +0,24,12.4,86.5,-0.2017 +0,21,10.0,76.0,-3.1783 +0,46,13.3,94.0,-1.9889 +0,22,8.2,74.0,-4.1059 +0,50,12.2,93.0,-2.6823 +1,1,5.5,55.0,0.6718 +1,0,2.6,49.0,-0.0793 +1,31,12.5,84.5,-1.9404 +0,0,1.495,42.0,-4.1647 +1,33,9.0,81.0,-3.2469 +0,40,14.1,90.2,-2.1712 +1,17,7.5,71.0,-3.0435 +0,19,11.1,77.5,-2.0839 +1,10,9.7,73.0,0.6153 +1,2,4.0,54.0,-1.5064 +0,0,2.0,44.0,-3.1082 +0,24,10.6,87.0,-0.038 +0,44,13.1,92.0,-2.235 +0,40,10.4,85.5,-3.3816 +1,18,7.7,75.0,-1.9656 +1,15,10.0,71.2,-2.3036 +0,42,16.6,92.4,-1.8793 +0,50,12.2,93.0,-2.6823 +1,39,21.3,105.0,2.0086 +1,32,12.7,84.6,-2.0935 +1,24,10.3,85.0,-0.2217 +0,38,12.9,87.0,-2.7319 +1,10,7.8,60.0,-4.6531 +0,45,14.5,89.0,-3.092 +0,32,9.6,81.0,-3.5239 +1,20,8.0,73.0,-3.2207 +1,3,4.2,55.0,-2.2816 +0,31,9.8,83.0,-2.7935 +1,41,15.8,95.0,-0.8454 +0,8,7.8,65.0,-2.5388 +0,15,11.3,73.0,-2.4289 +1,19,11.1,86.0,1.4474 +1,35,8.7,77.0,-4.6106 +0,7,7.0,63.0,-2.8394 +1,39,14.4,89.0,-2.0535 +0,33,12.0,89.0,-1.4235 +0,16,10.0,82.0,0.6921 +0,27,11.0,80.2,-2.9116 +1,43,15.9,100.6,0.2241 +1,16,8.6,74.3,-1.5407 +1,0,4.7,53.5,2.3366 +1,28,10.0,84.0,-1.4865 +1,39,11.8,82.0,-3.8307 +1,20,7.9,76.2,-2.1586 +1,39,11.3,90.8,-1.5965 +0,4,6.3,60.0,-1.8676 +1,4,3.3,51.0,-5.1236 +0,8,7.2,68.0,-1.1786 +0,40,14.5,91.0,-1.9652 +1,28,12.4,80.9,-2.3899 +1,59,11.1,96.0,-2.7322 +0,0,2.27,46.0,-2.0518 +0,5,6.0,62.0,-1.8482 +0,24,10.6,74.6,-4.0967 +0,56,15.9,97.9,-2.1988 +1,46,11.8,91.0,-2.4915 +0,20,8.0,68.0,-5.7569 +1,43,9.4,83.0,-4.0614 +0,49,13.2,90.0,-3.2823 +0,24,8.4,75.0,-3.9658 +1,31,13.3,92.5,0.2954 +1,16,9.3,76.0,-0.9324 +0,33,12.1,90.0,-1.1428 +1,21,11.1,77.0,-2.1731 +1,59,14.0,95.0,-2.9441 +1,48,14.0,94.0,-2.027 +1,23,10.6,78.0,-2.3696 +0,26,11.2,80.1,-2.7416 +1,17,9.5,70.0,-3.3945 +0,46,15.2,99.4,-0.6781 +0,30,12.4,88.0,-1.1549 +0,31,12.2,85.2,-2.1575 +0,55,15.1,106.0,-0.2738 +0,33,14.5,94.4,0.0923 +0,5,5.76,62.0,-1.8482 +0,47,13.2,91.0,-2.8297 +0,22,10.8,72.0,-4.7875 +1,38,11.0,89.0,-1.904 +1,38,15.1,95.9,-0.1331 +1,54,16.0,102.0,-0.9204 +0,47,12.5,99.0,-0.9052 +1,29,7.9,72.0,-5.1421 +0,7,7.2,66.0,-1.4576 +1,46,11.1,88.0,-3.2011 +1,35,11.7,90.0,-1.1566 +1,9,7.9,70.0,-0.0594 +1,51,12.1,95.0,-2.1432 +0,20,9.8,77.0,-2.5585 +0,32,10.4,82.0,-3.2391 +1,4,4.4,50.0,-5.5857 +0,58,16.7,98.1,-2.3608 +1,15,7.3,71.0,-2.3766 +0,22,9.8,79.0,-2.4019 +1,15,9.5,77.5,-0.0036 +1,25,10.1,73.6,-3.9625 +0,36,12.0,90.0,-1.6411 +1,17,8.5,72.5,-2.517 +0,55,10.7,95.0,-2.7447 +1,20,10.3,79.0,-1.2293 +1,0,2.7,45.0,-2.2267 +1,38,11.0,76.0,-5.2406 +0,31,11.2,87.5,-1.4926 +0,39,12.7,82.8,-3.9593 +0,20,9.4,72.7,-4.0866 +0,19,10.8,70.8,-4.5156 +0,36,10.7,88.0,-2.1807 +1,27,13.4,81.0,-2.1539 +0,23,11.0,81.0,-1.9836 +0,12,9.0,78.0,0.9474 +0,42,15.5,91.0,-2.2324 +0,16,7.9,75.0,-2.0164 +1,50,16.9,103.5,-0.0917 +0,38,10.5,84.0,-3.5219 +1,24,10.9,77.2,-2.6393 +1,0,3.0,52.0,1.5313 +1,30,13.8,89.0,-0.4758 +1,10,10.6,62.0,-3.8426 +0,49,17.0,103.0,-0.21 +0,10,6.4,63.0,-4.4996 +0,34,14.8,86.1,-2.3957 +1,0,5.4,56.0,3.6787 +0,20,12.5,86.5,0.8175 +1,25,9.5,78.5,-2.4679 +0,35,11.4,89.0,-1.7549 +1,56,15.2,96.2,-2.4028 +0,5,6.6,59.0,-3.269 +0,52,16.8,104.5,-0.2441 +0,36,13.4,86.0,-2.7202 +0,18,10.5,81.2,-0.3925 +0,16,10.0,73.0,-2.7903 +0,45,9.1,79.0,-5.5424 +0,28,13.4,89.1,-0.3984 +1,16,6.0,65.5,-4.6899 +0,2,4.8,55.0,-1.712 +0,21,9.2,79.0,-2.1345 +0,38,9.1,76.0,-5.6285 +0,15,8.0,72.0,-2.8241 +1,6,5.4,61.0,-2.0875 +1,23,12.0,79.0,-2.0545 +1,5,5.3,60.0,-1.8175 +1,19,8.1,74.6,-2.4063 +1,16,9.3,75.0,-1.2902 +0,34,14.7,94.5,-0.0701 +0,22,11.7,80.0,-2.0611 +0,24,12.6,79.0,-2.6565 +0,36,10.3,84.9,-3.0169 +0,35,14.2,96.1,0.1848 +1,55,18.1,109.2,0.5402 +0,4,5.7,61.0,-1.387 +1,56,17.6,110.0,0.5902 +1,19,11.6,76.0,-1.933 +0,45,16.1,102.6,0.2405 +1,40,10.2,87.0,-2.6999 +1,39,10.9,88.0,-2.3074 +1,10,6.7,63.0,-3.4373 +1,51,16.7,106.4,0.4345 +1,58,18.3,110.3,0.414 +0,11,8.1,70.0,-1.9485 +1,47,16.2,104.0,0.4367 +1,3,4.1,53.0,-3.2317 +0,57,17.7,109.2,0.1945 +1,33,10.4,81.0,-3.2469 +0,6,7.5,64.0,-1.693 +0,3,4.3,55.0,-3.1448 +0,42,15.2,99.5,-0.0886 +0,37,14.4,97.3,0.1509 +1,55,15.0,108.0,0.2778 +1,47,11.1,89.0,-3.0776 +0,27,10.9,84.7,-1.5206 +1,17,9.5,71.0,-3.0435 +0,16,9.2,76.5,-1.436 +1,38,12.6,83.3,-3.367 +0,30,10.6,80.0,-3.5043 +1,16,10.5,81.2,0.9285 +1,14,10.1,78.5,0.7892 +1,58,18.4,109.3,0.2004 +0,4,4.8,54.0,-4.7511 +1,33,11.1,84.0,-2.43 +0,44,14.6,89.0,-2.977 +1,36,16.0,92.0,-0.8014 +1,17,9.1,70.0,-3.3945 +1,27,10.5,79.0,-2.7454 +1,55,10.9,89.0,-3.8767 +0,41,11.3,90.9,-2.1268 +0,20,9.9,78.0,-2.2032 +1,3,4.1,52.0,-3.7067 +1,48,15.0,92.5,-2.3752 +0,15,11.0,68.0,-4.4049 +0,3,7.2,67.0,2.725 +1,14,7.3,72.0,-1.6325 +0,28,11.8,87.0,-1.0362 +0,32,14.2,86.2,-2.0432 +0,22,10.0,75.0,-3.7651 +1,57,18.3,107.4,-0.091 +0,38,10.1,85.0,-3.2586 +0,31,8.2,76.2,-4.7593 +0,44,15.2,100.0,-0.2566 +1,56,18.0,107.7,0.0913 +1,34,11.9,84.0,-2.5935 +0,19,7.4,76.0,-2.6283 +1,8,6.1,62.0,-2.854 +0,30,11.6,88.0,-1.1549 +0,22,9.5,79.0,-2.4019 +1,53,17.9,106.7,0.2413 +0,23,9.4,80.0,-2.3174 +0,31,10.2,83.0,-2.7935 +1,19,10.0,74.5,-2.4401 +0,34,12.7,86.0,-2.4234 +0,15,10.4,75.5,-1.4409 +1,30,12.9,90.2,-0.1359 +1,20,8.2,75.0,-2.5569 +0,30,14.5,84.0,-2.3296 +0,25,13.3,88.4,0.1374 +0,21,9.5,78.0,-2.4824 +0,26,13.4,82.3,-2.0488 +1,47,11.6,93.0,-2.1404 +0,23,17.7,87.0,0.0197 +0,8,8.0,70.0,-0.2718 +0,49,11.7,91.4,-2.9514 +1,58,18.3,109.3,0.2004 +1,50,11.9,94.0,-2.2583 +0,30,13.3,92.2,0.0785 +1,28,11.0,90.0,0.2622 +1,7,7.8,56.0,-4.875 +0,30,13.3,91.2,-0.2152 +0,18,8.0,75.0,-2.6911 +1,40,14.5,97.2,-0.138 +0,7,8.2,69.0,-0.0758 +1,57,16.2,97.1,-2.3074 +1,24,7.7,75.0,-3.3212 +0,57,12.0,96.0,-2.7229 +0,10,8.1,70.0,-1.436 +0,36,12.5,88.6,-2.0188 +1,30,13.0,90.5,-0.0509 +0,57,15.0,99.0,-2.0598 +1,26,8.8,78.0,-2.8367 +1,31,13.6,92.8,0.3792 +0,21,8.1,73.0,-4.222 +1,41,13.0,90.0,-2.088 +1,32,9.0,81.0,-3.0863 +0,8,8.1,63.0,-3.4456 +1,58,16.0,98.3,-2.1483 +0,15,10.7,78.2,-0.3738 +0,41,14.5,91.0,-2.1013 +1,55,13.5,96.0,-2.3461 +1,47,14.4,95.0,-1.6719 +1,37,11.8,89.0,-1.7495 +0,12,9.6,73.5,-0.9464 +0,24,10.3,80.5,-2.1655 +1,6,6.1,61.0,-2.0875 +0,57,13.9,96.0,-2.7229 +1,4,3.5,55.0,-3.2756 +0,42,11.2,92.9,-1.7532 +0,36,14.1,95.8,-0.0765 +0,12,9.3,76.0,0.1057 +1,6,7.3,65.0,-0.3226 +1,56,15.8,102.7,-0.9931 +0,9,8.6,72.7,0.326 +1,26,12.2,80.0,-2.2361 +0,36,11.4,88.7,-1.9918 +1,5,5.1,63.3,-0.3293 +0,27,12.8,89.8,0.0557 +0,34,14.1,94.5,-0.0701 +1,8,8.0,74.0,2.22 +1,6,6.8,68.0,1.0011 +0,27,12.3,86.0,-1.1188 +1,1,1.6,44.0,-4.9571 +1,34,11.8,89.5,-1.1145 +0,29,9.8,83.0,-2.4426 +0,11,9.0,65.0,-4.0951 +1,12,8.4,70.0,-1.5592 +0,12,9.8,76.6,0.3582 +0,35,11.4,89.5,-1.6183 +1,7,8.0,60.0,-3.1474 +0,10,9.0,68.0,-2.3113 +0,41,13.1,82.8,-4.1909 +0,7,5.3,61.0,-3.7606 +1,35,13.8,93.5,-0.2267 +0,10,8.5,67.0,-2.749 +1,27,13.6,88.5,0.0642 +1,24,12.2,90.1,1.359 +1,24,10.6,79.0,-2.0814 +1,33,14.1,93.5,0.1569 +0,7,6.9,65.0,-1.9182 +1,31,8.1,77.0,-4.0364 +0,35,11.0,84.0,-3.1208 +0,54,17.8,107.3,0.1434 +1,57,13.8,98.0,-2.1137 +0,10,7.0,66.0,-3.1866 +0,27,12.0,77.0,-3.9007 +1,23,11.4,85.0,-0.1639 +1,30,13.9,91.3,0.1757 +0,28,11.2,88.0,-0.7325 +0,43,11.0,93.0,-1.8603 +0,48,12.5,90.0,-3.1777 +1,34,13.8,95.2,0.4183 +0,30,13.6,90.4,-0.4501 +1,7,5.6,61.0,-2.7155 +1,13,8.5,76.0,0.2975 +1,7,4.4,54.0,-5.7388 +0,37,14.6,95.4,-0.3554 +0,16,7.5,69.0,-4.3381 +0,30,13.2,92.4,0.1372 +0,37,9.7,87.0,-2.5941 +1,29,11.5,88.0,-0.5456 +1,29,12.6,89.0,-0.2583 +0,10,9.2,66.0,-3.1866 +0,22,9.6,79.0,-2.4019 +0,26,11.4,80.0,-2.7731 +1,16,9.6,77.5,-0.3956 +0,39,10.1,85.0,-3.3865 +0,41,14.9,98.0,-0.3175 +1,40,13.5,91.5,-1.5697 +0,33,14.0,94.8,0.2046 +1,19,9.5,74.5,-2.4401 +0,2,5.5,60.0,0.7874 +1,39,9.2,78.9,-4.6177 +1,28,12.8,89.2,0.029 +0,23,10.9,86.0,-0.3142 +0,22,13.7,80.0,-2.0611 +1,18,9.0,78.0,-0.9325 +0,42,13.7,89.2,-2.6863 +1,28,10.0,77.0,-3.5265 +0,26,10.0,78.0,-3.4028 +0,30,7.8,79.0,-3.7979 +0,1,3.9,51.0,-1.9133 +0,35,14.3,95.8,0.1028 +0,13,8.2,75.0,-0.7908 +0,60,12.0,94.5,-3.3371 +0,5,8.9,71.0,2.4141 +1,3,5.9,61.0,0.5687 +1,30,10.4,82.0,-2.4587 +0,23,7.8,77.0,-3.3191 +0,35,13.2,85.1,-2.8203 +0,5,6.0,57.0,-4.2162 +1,28,13.0,71.0,-5.2752 +1,22,11.1,77.8,-2.1806 +0,9,9.2,74.5,1.1284 +0,13,9.5,73.0,-1.6152 +0,12,7.8,71.0,-1.9985 +1,53,17.8,107.1,0.3302 +1,7,6.5,57.0,-4.4431 +1,38,10.6,88.0,-2.1607 +0,20,8.4,72.0,-4.3354 +0,45,11.0,84.0,-4.3172 +1,13,7.3,66.0,-3.5053 +0,16,10.6,76.0,-1.6295 +0,33,10.5,77.0,-4.7919 +0,37,10.0,82.5,-3.7933 +1,6,6.5,57.0,-3.8524 +0,41,10.0,90.0,-2.3561 +1,9,10.1,81.0,4.4941 +0,53,17.8,105.7,-0.0945 +0,46,15.0,91.9,-2.4987 +0,17,7.9,73.0,-3.1238 +0,27,10.0,88.0,-0.5006 +0,14,8.6,75.0,-1.2311 +0,33,11.8,85.0,-2.5463 +1,40,12.4,88.0,-2.4488 +1,2,4.6,56.0,-0.5242 +1,60,19.1,109.2,-0.0469 +1,37,11.3,83.5,-3.1771 +0,0,1.8,47.0,-1.5235 +0,0,5.1,55.0,2.7023 +0,58,18.7,109.2,0.0726 +1,45,14.2,91.6,-2.2261 +1,12,8.7,66.0,-3.1126 +0,42,19.0,106.2,1.6011 +0,0,1.93,45.0,-2.58 +1,40,15.8,97.8,0.0127 +0,5,5.4,60.0,-2.7954 +1,21,8.4,72.2,-3.7381 +0,52,12.4,94.0,-2.6625 +0,45,10.6,87.0,-3.5821 +0,34,13.1,83.0,-3.2539 +0,33,12.1,84.0,-2.827 +0,1,5.1,58.0,1.6828 +0,50,14.3,95.7,-2.0496 +0,4,4.5,52.0,-5.7123 +0,7,8.1,64.5,-2.1485 +1,48,14.9,93.0,-2.2591 +0,25,12.3,79.9,-2.5905 +1,33,12.7,84.6,-2.2666 +0,55,14.8,101.0,-1.3969 +0,12,8.8,73.0,-1.1568 +0,57,17.8,108.0,-0.0707 +1,40,7.8,77.0,-5.2117 +1,8,6.9,63.0,-2.4312 +1,51,12.0,90.0,-3.2738 +0,9,7.9,72.0,0.014 +0,31,9.8,75.0,-5.1063 +1,50,12.4,94.0,-2.2583 +0,5,7.3,63.0,-1.3746 +1,28,11.0,85.0,-1.195 +0,7,7.6,62.0,-3.3 +1,30,15.2,91.0,0.0907 +0,43,11.9,93.0,-1.8603 +1,51,13.2,92.0,-2.8216 +1,49,11.2,87.7,-3.5943 +1,11,7.2,67.0,-2.2894 +1,33,11.8,87.0,-1.6131 +0,32,13.6,92.6,-0.2208 +0,15,7.8,70.0,-3.6145 +0,48,13.0,90.0,-3.1777 +0,30,11.7,88.0,-1.1549 +1,34,12.1,86.2,-2.0019 +1,57,14.0,95.0,-2.7593 +1,58,18.6,109.8,0.3072 +0,31,12.0,79.0,-3.9499 +1,25,12.5,85.0,-0.4851 +0,3,4.1,55.0,-3.1448 +1,44,16.5,101.4,0.2638 +1,49,11.5,92.0,-2.6048 +1,26,12.1,87.5,0.0162 +1,32,11.5,83.0,-2.5347 +0,29,8.8,72.0,-5.7261 +1,9,7.0,66.0,-1.7152 +1,27,7.2,74.0,-4.2242 +0,11,6.6,68.0,-2.8072 +1,42,12.0,88.5,-2.5935 +0,39,12.4,85.0,-3.3865 +0,32,12.3,80.0,-3.8086 +0,5,6.6,62.0,-1.8482 +0,32,10.6,85.2,-2.3279 +1,43,12.6,91.5,-1.9917 +1,41,14.3,89.0,-2.3366 +0,28,9.3,76.0,-4.3768 +0,39,10.0,82.5,-4.0374 +0,21,9.8,75.0,-3.5262 +1,43,15.6,99.4,-0.0681 +1,12,8.7,70.0,-1.5592 +1,22,12.1,83.0,-0.5141 +1,19,8.9,82.0,0.0953 +0,53,14.8,96.3,-2.2415 +0,35,13.0,88.9,-1.7822 +1,24,9.5,78.0,-2.3914 +0,32,12.0,80.0,-3.8086 +0,4,5.8,60.0,-1.8676 +0,19,13.4,81.5,-0.6322 +0,44,15.7,99.3,-0.4297 +0,19,11.6,90.0,2.4528 +1,51,12.1,93.0,-2.5955 +1,4,4.0,51.0,-5.1236 +1,45,15.9,102.7,0.4241 +0,48,17.0,100.0,-0.7933 +1,37,12.1,84.0,-3.0473 +1,30,12.1,81.4,-2.6287 +1,21,8.4,74.0,-3.1512 +0,7,7.6,70.0,0.3848 +0,30,11.1,88.0,-1.1549 +0,42,13.2,91.0,-2.2324 +1,34,9.9,75.0,-5.0138 +0,56,12.0,96.0,-2.6221 +0,1,5.6,59.0,2.1965 +1,29,10.2,86.6,-0.9478 +1,10,7.8,66.0,-2.2216 +0,42,12.3,87.0,-3.2412 +0,28,13.4,82.3,-2.4636 +0,16,10.8,73.0,-2.7903 +0,1,2.3,46.0,-4.482 +1,44,10.7,87.0,-3.208 +0,45,14.9,105.0,0.8286 +0,41,15.8,99.6,0.0902 +0,59,13.0,99.0,-2.2657 +1,3,6.0,61.0,0.5687 +0,21,11.0,75.0,-3.5262 +0,15,10.8,73.0,-2.4289 +0,7,6.8,64.0,-2.3788 +0,2,4.1,53.0,-2.7118 +0,52,17.5,105.5,-0.0137 +1,35,12.4,85.2,-2.432 +1,60,20.0,112.0,0.5417 +1,30,12.6,80.7,-2.827 +0,59,18.4,109.1,-0.0689 +0,23,9.0,80.0,-2.3174 +1,4,4.0,51.0,-5.1236 +0,57,14.8,99.0,-2.0598 +0,2,3.6,50.5,-3.9615 +0,38,15.3,97.1,-0.0724 +1,53,17.1,107.0,0.3079 +0,27,7.6,79.0,-3.2825 +0,25,13.1,89.8,0.5867 +1,41,15.0,99.0,0.1487 +0,19,8.4,74.5,-3.1727 +1,14,8.7,68.0,-3.1228 +1,42,12.3,85.3,-3.3806 +1,21,8.0,73.0,-3.4773 +1,27,12.4,81.0,-2.1539 +1,7,6.7,67.0,-0.1241 +0,5,5.7,62.5,-1.6114 +0,41,13.9,90.9,-2.1268 +1,4,6.3,62.9,0.3743 +0,6,8.0,58.0,-4.4964 +1,26,10.0,80.0,-2.2361 +0,3,6.5,64.0,1.2575 +0,48,12.8,91.0,-2.9392 +1,3,5.0,56.5,-1.569 +1,31,10.3,82.0,-2.6391 +0,8,7.3,66.0,-2.0854 +0,44,10.5,87.0,-3.4716 +0,4,5.2,58.0,-2.8288 +0,38,10.6,85.0,-3.2586 +1,33,11.3,86.4,-1.7765 +1,25,11.0,70.0,-5.0607 +1,48,12.0,92.5,-2.3752 +0,31,12.3,80.0,-3.6608 +1,49,15.3,94.4,-2.0526 +1,11,7.5,67.5,-2.091 +1,18,10.8,81.0,0.1006 +0,30,13.0,88.0,-1.1549 +1,46,13.0,89.0,-2.9645 +0,17,12.4,81.0,-0.0942 +1,46,15.0,88.0,-3.2011 +1,41,13.3,90.0,-2.088 +1,59,16.0,103.0,-1.249 +0,20,8.2,74.0,-3.6247 +0,13,7.7,70.0,-2.8518 +1,60,19.2,111.2,0.3735 +0,41,10.9,88.1,-2.8403 +0,48,13.1,88.0,-3.6545 +0,16,11.5,68.0,-4.725 +0,37,14.1,94.8,-0.5153 +1,35,13.4,95.0,0.1718 +1,45,13.0,85.0,-3.8019 +1,4,7.4,63.0,0.4205 +0,28,11.6,88.7,-0.5199 +0,6,6.8,70.0,1.1103 +0,30,11.6,76.0,-4.6789 +1,44,11.3,83.0,-4.1724 +0,27,10.6,88.0,-0.5006 +0,15,10.8,80.4,0.4957 +0,39,9.0,76.0,-5.7297 +1,18,8.5,72.5,-2.8265 +0,44,14.5,89.0,-2.977 +1,24,12.0,79.0,-2.0814 +1,40,10.9,88.0,-2.4488 +0,32,9.5,85.0,-2.3849 +0,16,8.0,72.0,-3.1772 +0,7,8.9,77.0,3.609 +1,35,10.2,86.5,-2.0866 +0,8,7.0,65.0,-2.5388 +1,55,11.7,95.0,-2.5647 +0,55,14.1,93.0,-3.194 +1,39,13.1,93.5,-0.911 +0,23,10.9,84.0,-0.9819 +1,17,10.0,71.0,-3.0435 +0,31,12.8,89.0,-1.059 +0,10,6.9,68.0,-2.3113 +1,7,7.0,61.0,-2.7155 +0,18,9.9,78.0,-1.5789 +1,22,8.4,74.0,-3.3985 +0,46,15.8,102.3,0.0259 +1,18,7.8,72.0,-2.9987 +1,31,13.5,95.0,0.9941 +0,10,8.2,74.0,0.3146 +1,23,10.6,79.4,-1.9284 +0,9,7.0,67.0,-2.2149 +0,32,13.1,89.7,-1.0465 +0,25,8.5,77.0,-3.5212 +0,18,7.6,73.0,-3.4326 +0,20,11.0,76.5,-2.7362 +0,25,8.5,81.0,-2.2375 +0,34,12.2,86.0,-2.4234 +0,24,11.1,75.0,-3.9658 +0,27,11.9,78.8,-3.3443 +0,23,11.7,80.0,-2.3174 +0,54,13.2,90.0,-3.7751 +1,12,8.5,73.0,-0.3942 +0,40,11.9,81.0,-4.5404 +1,11,6.9,69.0,-1.496 +0,32,10.7,84.0,-2.6696 +1,28,12.0,89.5,0.1165 +0,36,11.9,89.5,-1.776 +1,58,13.2,99.6,-1.8707 +0,26,11.0,77.9,-3.4343 +0,18,9.2,75.5,-2.5058 +0,40,11.8,80.0,-4.798 +1,22,11.9,87.6,0.9602 +0,54,17.6,108.9,0.5058 +1,4,3.5,55.0,-3.2756 +1,0,1.6,44.0,-2.7636 +1,37,10.8,87.0,-2.2686 +1,24,11.2,78.4,-2.2674 +0,2,4.7,57.0,-0.7123 +1,40,11.2,81.0,-4.207 +1,8,6.1,61.0,-3.2769 +0,42,14.1,89.0,-2.7368 +0,52,11.8,89.0,-3.8141 +0,24,10.0,78.1,-2.9511 +0,19,12.0,74.2,-3.2816 +1,28,9.9,81.0,-2.3608 +0,14,10.0,77.0,-0.4237 +1,46,16.2,102.5,0.2286 +0,36,14.0,95.0,-0.2923 +0,14,6.6,67.0,-4.4604 +0,26,8.8,79.0,-3.088 +1,13,7.3,66.0,-3.5053 +1,50,16.9,106.5,0.5925 +0,21,13.0,85.0,-0.0469 +0,43,13.0,95.0,-1.3608 +0,22,10.3,84.0,-0.6979 +1,50,13.2,93.0,-2.4864 +0,42,15.4,98.7,-0.2904 +0,1,5.4,55.0,0.1416 +0,59,15.0,100.0,-2.0482 +0,6,6.9,67.0,-0.2914 +0,56,13.8,92.0,-3.5133 +0,8,6.3,64.0,-2.9922 +0,29,12.3,84.0,-2.1441 +1,5,5.2,53.0,-4.9744 +0,36,14.3,96.1,0.0045 +1,47,11.1,84.3,-4.1787 +0,25,10.4,77.9,-3.2324 +0,18,9.6,75.0,-2.6911 +1,16,10.6,82.0,1.2147 +0,17,8.6,73.0,-3.1238 +0,38,14.6,99.2,0.4806 +0,55,14.3,102.0,-1.1723 +1,37,13.0,93.0,-0.7112 +0,22,11.2,87.0,0.3245 +0,39,15.1,99.3,0.3366 +1,15,11.5,72.0,-2.0115 +1,17,8.2,73.0,-2.3415 +0,8,10.4,71.0,0.1816 +0,27,11.9,82.0,-2.3552 +0,39,12.7,90.6,-1.9285 +0,22,11.5,85.0,-0.3571 +1,33,11.0,90.0,-0.7962 +1,42,11.6,92.0,-1.7327 +0,33,9.1,85.0,-2.5463 +1,28,12.8,89.4,0.0873 +0,54,12.0,97.4,-2.099 +1,39,14.0,87.0,-2.5613 +1,40,12.1,93.5,-1.0673 +0,57,14.0,95.0,-2.9439 +1,35,9.4,82.0,-3.2822 +1,1,4.4,48.0,-2.9102 +0,34,9.6,81.0,-3.8076 +1,31,9.2,84.0,-2.0801 +1,39,11.8,86.0,-2.8151 +0,23,11.5,86.7,-0.0805 +0,7,7.0,60.0,-4.2212 +0,57,18.1,111.2,0.6366 +0,31,12.0,82.0,-3.0826 +1,38,12.4,94.0,-0.6208 +0,30,14.0,81.6,-3.0344 +0,15,9.2,73.0,-2.4289 +0,46,9.1,86.0,-3.931 +1,47,13.7,90.0,-2.8433 +1,37,13.7,86.0,-2.5282 +0,37,8.2,76.0,-5.5256 +0,44,16.2,101.5,0.1144 +0,11,9.1,75.2,0.2839 +1,19,11.2,83.0,0.4333 +1,29,10.5,84.0,-1.6947 +0,11,10.2,73.5,-0.446 +0,14,7.5,72.0,-2.4421 +0,25,10.4,84.0,-1.2747 +0,10,7.5,69.0,-1.8737 +1,24,11.8,86.9,0.3672 +0,21,10.2,79.5,-1.9605 +0,25,11.5,96.0,2.5764 +1,5,7.2,60.0,-1.8175 +0,38,14.8,88.1,-2.4423 +1,31,12.1,83.2,-2.3037 +0,28,12.5,83.8,-2.008 +0,31,11.8,85.0,-2.2153 +1,21,9.2,70.0,-4.4554 +0,33,12.8,85.0,-2.5463 +1,13,7.6,63.0,-4.6462 +0,30,13.2,90.4,-0.4501 +0,34,9.1,76.0,-5.1919 +1,27,12.6,88.5,0.0642 +0,0,2.9,48.0,-0.9953 +1,23,12.7,85.0,-0.1639 +1,24,11.5,86.4,0.2122 +0,18,9.6,75.0,-2.6911 +1,21,10.4,76.0,-2.4992 +1,3,4.3,53.0,-3.2317 +0,48,14.5,95.0,-1.9855 +0,59,20.3,101.8,-1.6567 +1,34,10.5,85.5,-2.1902 +0,54,15.5,96.3,-2.3481 +1,35,12.4,85.2,-2.432 +0,1,3.8,51.0,-1.9133 +1,21,9.5,75.0,-2.8252 +1,9,8.7,72.5,0.9755 +0,11,7.3,61.0,-5.8123 +0,6,6.3,63.0,-2.1603 +1,20,11.5,84.4,0.563 +0,32,10.7,86.0,-2.1001 +1,20,9.8,77.0,-1.8931 +0,57,16.0,95.5,-2.8334 +0,13,8.0,71.0,-2.4396 +1,33,10.6,87.0,-1.6131 +0,53,13.9,102.0,-0.9396 +1,26,8.6,80.0,-2.2361 +0,15,8.9,76.0,-1.2433 +0,29,10.9,83.9,-2.1739 +1,30,11.5,79.0,-3.3085 +0,33,13.6,86.0,-2.2656 +1,33,8.5,72.5,-5.5615 +1,40,13.1,86.3,-2.8757 +0,19,12.0,74.0,-3.3542 +0,32,12.8,85.0,-2.3849 +1,44,14.2,91.0,-2.2436 +0,52,13.8,90.0,-3.5838 +0,26,11.9,80.1,-2.7416 +1,35,14.3,95.1,0.1984 +1,35,10.6,81.2,-3.4947 +0,27,11.3,83.0,-2.0461 +1,25,10.0,83.0,-1.0952 +0,42,13.1,91.0,-2.2324 +0,12,10.0,75.0,-0.3151 +1,15,7.8,74.0,-1.2814 +1,40,12.4,93.6,-1.0422 +0,12,8.2,71.0,-1.9985 +1,39,11.7,85.0,-3.069 +0,13,7.3,63.0,-5.7372 +0,11,6.4,63.0,-4.9537 +1,54,12.7,98.0,-1.8023 +0,54,12.5,97.0,-2.1896 +0,37,13.0,90.4,-1.688 +0,39,10.4,85.5,-3.2563 +0,26,12.6,79.0,-3.088 +1,21,7.9,76.2,-2.434 +0,18,9.0,75.0,-2.6911 +0,18,8.2,73.0,-3.4326 +1,36,10.6,81.2,-3.6377 +0,3,4.7,57.0,-2.1665 +0,12,8.5,69.0,-2.8401 +1,46,12.1,93.4,-1.9238 +0,18,9.9,80.0,-0.8374 +0,25,8.8,79.0,-2.8794 +1,41,15.9,97.2,-0.2986 +0,21,10.7,82.0,-1.0907 +0,38,11.4,92.0,-1.4153 +1,4,4.4,50.0,-5.5857 +1,52,14.0,93.0,-2.7014 +0,36,14.5,94.7,-0.3732 +0,48,13.6,93.5,-2.3431 +0,45,18.0,90.0,-2.847 +0,16,7.9,73.0,-2.7903 +0,11,8.2,73.0,-0.6606 +0,45,15.0,91.1,-2.5775 +1,58,14.0,104.0,-0.9312 +1,56,16.4,97.5,-2.1208 +0,29,9.2,79.0,-3.6366 +1,54,10.7,91.0,-3.3456 +0,59,13.7,100.0,-2.0482 +1,58,16.0,98.3,-2.1483 +1,12,8.1,72.0,-0.7825 +1,44,10.7,86.0,-3.4491 +1,58,12.7,98.0,-2.2124 +1,59,14.9,99.0,-2.0966 +0,11,7.5,68.2,-2.7213 +1,55,14.5,96.4,-2.2586 +0,32,14.0,94.6,0.3487 +1,4,3.7,52.0,-4.6616 +1,21,8.9,75.0,-2.8252 +1,0,1.37,42.0,-3.8373 +0,40,14.1,90.2,-2.1712 +1,4,3.7,52.0,-4.6616 +0,1,3.4,50.0,-2.4271 +0,43,12.0,94.0,-1.6106 +1,14,7.9,72.0,-1.6325 +1,4,6.5,67.0,2.2685 +0,11,7.7,69.0,-2.3778 +0,17,9.6,75.0,-2.3664 +0,39,13.4,92.0,-1.564 +1,17,9.1,80.0,0.1155 +1,6,7.5,65.0,-0.3226 +0,22,10.8,85.0,-0.3571 +0,29,9.9,81.0,-3.0396 +1,10,8.2,72.0,0.21 +0,20,12.0,84.6,0.1423 +0,4,8.0,67.0,1.4966 +0,40,11.2,91.0,-1.9652 +1,45,12.3,94.3,-1.5815 +1,47,14.5,93.0,-2.1404 +1,14,10.6,67.0,-3.4953 +1,27,9.9,81.0,-2.1539 +1,18,9.5,77.0,-1.2769 +0,0,4.5,55.0,2.7023 +1,44,15.6,100.7,0.095 +1,14,9.4,76.8,0.1558 +0,6,6.0,65.0,-1.2258 +0,41,15.2,99.2,-0.0117 +1,18,9.0,78.0,-0.9325 +0,6,8.2,62.0,-2.6275 +0,15,7.5,72.0,-2.8241 +0,13,6.6,67.0,-4.0884 +0,25,10.8,82.0,-1.9166 +1,29,12.1,83.2,-1.9245 +0,9,7.0,66.0,-2.6607 +0,52,12.5,96.0,-2.2018 +1,13,9.1,72.0,-1.2236 +1,48,16.9,101.9,-0.193 +0,24,9.0,74.0,-4.2931 +0,56,16.1,96.6,-2.4885 +0,25,8.7,79.0,-2.8794 +0,55,12.5,97.0,-2.2955 +1,5,7.1,64.6,0.257 +0,42,15.3,101.4,0.3905 +0,28,9.1,82.0,-2.5547 +0,9,8.15,71.0,-0.4318 +0,44,15.1,92.1,-2.2103 +1,18,9.0,70.0,-3.6875 +0,31,14.0,92.9,0.0685 +1,18,7.5,71.2,-3.2742 +0,24,9.5,76.0,-3.6385 +0,43,16.0,101.3,0.2127 +1,54,13.9,97.0,-2.0228 +1,3,5.8,61.0,0.5687 +1,5,5.2,59.5,-2.043 +1,38,14.9,97.9,0.3802 +0,55,12.2,94.0,-2.9694 +0,38,12.0,86.0,-2.9953 +0,38,12.3,89.1,-2.179 +1,48,11.0,87.0,-3.652 +1,30,12.3,78.0,-3.5918 +1,44,10.4,87.0,-3.208 +1,19,9.0,77.0,-1.595 +0,29,10.0,81.0,-3.0396 +0,43,15.8,101.8,0.3375 +0,10,7.8,68.2,-2.2238 +1,55,13.8,94.0,-2.7834 +0,29,10.8,77.0,-4.2336 +0,2,3.6,52.0,-3.2117 +0,53,15.3,97.1,-2.0588 +1,25,11.9,86.2,-0.1191 +0,58,14.6,97.0,-2.6019 +0,27,12.6,88.7,-0.2843 +1,52,12.1,95.0,-2.253 +0,35,12.0,88.0,-2.0281 +1,26,11.2,80.0,-2.2361 +0,17,9.8,74.0,-2.7451 +1,26,9.5,81.0,-1.9358 +0,5,7.9,67.0,0.5197 +0,17,9.4,77.9,-1.2682 +0,43,14.5,97.5,-0.7364 +1,44,12.5,89.0,-2.7258 +1,25,11.6,79.7,-2.1018 +1,57,16.0,95.0,-2.7593 +0,55,16.5,105.6,-0.3636 +0,39,11.9,90.5,-1.9546 +1,4,5.2,60.0,-0.9656 +0,38,12.0,91.0,-1.6787 +0,22,11.5,84.0,-0.6979 +0,29,11.0,80.7,-3.1291 +0,32,11.7,83.0,-2.9544 +1,46,14.5,93.0,-2.0184 +0,23,8.9,79.0,-2.6513 +0,28,11.9,80.7,-2.9495 +1,22,11.4,78.0,-2.1165 +0,57,14.6,93.0,-3.386 +1,25,9.0,83.0,-1.0952 +0,13,11.0,65.0,-4.9128 +1,32,12.0,77.0,-4.1895 +0,11,9.0,70.0,-1.9485 +0,1,3.0,50.0,-2.4271 +1,31,12.0,82.0,-2.6391 +0,36,11.4,88.0,-2.1807 +0,39,11.4,84.1,-3.6208 +0,10,8.9,70.5,-1.2172 +1,27,12.6,89.6,0.3895 +1,23,10.9,77.1,-2.6532 +0,30,11.6,84.0,-2.3296 +1,50,14.0,93.0,-2.4864 +1,43,12.7,91.0,-2.1134 +0,6,7.7,70.0,1.1103 +0,7,6.3,63.0,-2.8394 +1,43,14.7,89.4,-2.503 +0,32,11.7,83.0,-2.9544 +1,7,6.9,54.4,-5.566 +0,21,11.4,82.0,-1.0907 +1,44,14.4,91.1,-2.2195 +1,2,5.8,62.0,2.4225 +1,39,10.2,87.0,-2.5613 +0,49,19.6,104.5,0.1445 +0,48,14.9,93.2,-2.4147 +1,48,13.7,90.0,-2.9556 +0,50,13.5,98.6,-1.3701 +1,36,10.0,86.0,-2.3771 +1,0,4.1,53.0,2.0681 +1,24,9.2,78.0,-2.3914 +1,30,12.0,81.6,-2.572 +1,21,8.4,78.0,-1.8471 +1,51,15.1,95.0,-2.1432 +0,8,6.7,65.0,-2.5388 +0,50,17.0,105.5,0.2467 +0,38,13.7,90.0,-1.942 +0,47,15.0,98.5,-1.0254 +0,38,11.2,85.4,-3.1533 +1,16,10.0,79.0,0.1412 +1,5,4.6,52.0,-5.4254 +1,35,9.7,83.0,-3.0165 +0,48,16.7,102.5,-0.1973 +1,48,12.2,93.0,-2.2591 +0,17,9.6,75.0,-2.3664 +1,27,10.8,87.0,-0.3794 +0,30,10.3,75.5,-4.8258 +1,30,9.5,83.8,-1.9488 +1,37,18.0,98.5,0.7164 +1,32,14.3,94.1,0.5266 +1,5,6.3,64.0,-0.0136 +0,12,8.4,74.4,-0.5676 +0,22,9.7,80.0,-2.0611 +0,28,11.0,83.0,-2.251 +0,21,11.2,79.0,-2.1345 +0,14,9.9,74.0,-1.6347 +0,45,15.9,101.3,-0.0781 +0,30,12.0,82.0,-2.9169 +1,45,9.5,83.0,-4.2795 +1,5,6.3,60.0,-1.8175 +1,9,9.0,72.6,1.0169 +1,14,8.2,73.0,-1.2599 +0,31,13.0,84.0,-2.5044 +1,54,10.9,89.0,-3.7865 +1,26,12.7,88.5,0.3165 +0,11,7.7,67.0,-3.2365 +1,12,7.3,65.0,-3.501 +0,40,13.1,82.8,-4.0769 +0,48,17.7,115.0,2.7832 +0,42,10.9,88.1,-2.9637 +0,10,7.6,66.0,-3.1866 +1,27,12.7,89.5,0.3599 +1,42,13.0,90.0,-2.2246 +1,2,5.2,56.9,-0.0822 +0,31,11.4,83.1,-2.7646 +1,57,18.4,109.6,0.3824 +0,45,12.1,88.0,-3.3371 +1,46,13.7,98.8,-0.6466 +0,58,12.5,93.0,-3.4788 +0,49,13.3,93.0,-2.5733 +0,29,11.2,80.2,-3.2784 +0,27,12.4,82.0,-2.3552 +0,55,12.8,98.0,-2.0708 +1,43,15.2,99.5,-0.0437 +0,32,12.0,82.0,-3.2391 +1,20,11.4,84.9,0.729 +0,48,15.7,92.0,-2.7008 +0,24,11.1,75.0,-3.9658 +0,32,14.0,92.0,-0.3916 +1,59,18.1,110.1,0.2554 +0,10,7.5,68.2,-2.2238 +1,37,9.3,74.0,-5.643 +0,31,14.6,87.0,-1.6372 +0,46,15.9,102.4,0.0502 +0,49,17.0,105.2,0.3099 +0,14,10.0,71.0,-2.8457 +0,26,9.4,87.0,-0.5688 +1,38,12.4,87.0,-2.4174 +0,20,10.0,78.0,-2.2032 +1,56,12.7,98.0,-2.0124 +1,23,12.2,88.0,0.7814 +1,57,15.0,98.0,-2.1137 +0,26,10.4,75.5,-4.1901 +1,31,8.0,84.0,-2.0801 +0,27,10.8,77.0,-3.9007 +0,29,10.9,83.9,-2.1739 +0,31,11.0,88.0,-1.3481 +0,14,8.5,73.0,-2.0384 +1,36,10.2,86.5,-2.2458 +1,43,10.0,80.0,-4.7919 +1,7,7.6,69.0,0.7397 +1,22,10.7,81.0,-1.1551 +0,12,7.7,70.0,-2.4193 +0,23,12.1,84.0,-0.9819 +1,2,3.8,51.0,-2.9798 +1,0,3.4,51.0,0.9944 +1,3,4.4,53.0,-3.2317 +0,14,9.9,71.0,-2.8457 +0,32,9.3,86.0,-2.1001 +1,57,22.4,107.0,-0.177 +1,34,9.7,83.0,-2.8625 +0,47,12.8,91.5,-2.7095 +0,13,7.4,67.0,-4.0884 +0,17,9.2,75.5,-2.1771 +1,28,11.2,81.0,-2.3608 +0,34,14.8,94.2,-0.1532 +0,4,5.8,60.0,-1.8676 +1,45,9.0,78.0,-5.4732 +0,5,5.1,62.0,-1.8482 +0,39,13.9,88.1,-2.5794 +0,43,10.9,89.9,-2.6346 +1,43,12.0,88.5,-2.7222 +1,37,14.3,95.2,-0.1401 +0,39,12.0,90.0,-2.0847 +1,33,10.9,85.0,-2.1577 +1,33,12.9,84.1,-2.4028 +0,26,10.6,90.0,0.3758 +0,1,3.2,50.0,-2.4271 +1,24,9.0,76.0,-3.0113 +1,28,10.5,83.5,-1.6322 +1,52,13.0,94.0,-2.4772 +1,3,4.2,53.0,-3.2317 +0,51,14.6,96.0,-2.0915 +0,9,8.1,70.0,-0.8776 +0,37,12.0,86.0,-2.8606 +0,22,12.0,75.0,-3.7651 +0,28,11.2,82.0,-2.5547 +1,17,10.0,79.5,-0.06 +1,24,11.2,78.4,-2.2674 +1,7,6.7,58.0,-4.0112 +0,36,12.2,87.0,-2.4504 +1,5,5.0,56.0,-3.6215 +1,34,11.9,84.0,-2.5935 +1,30,11.9,75.0,-4.4416 +1,55,16.9,108.0,0.2778 +1,46,10.0,90.3,-2.6571 +1,16,9.8,78.0,-0.2167 +1,47,11.6,93.0,-2.1404 +0,17,13.0,75.0,-2.3664 +0,51,15.3,101.6,-0.7907 +0,51,16.2,103.0,-0.4655 +0,53,16.1,97.2,-2.0359 +0,24,9.0,80.0,-2.3292 +1,43,11.0,91.0,-2.1134 +0,3,5.2,50.0,-5.5906 +1,13,8.3,72.0,-1.2236 +0,39,15.0,94.0,-1.0433 +1,1,3.9,54.0,0.1601 +1,8,6.5,63.0,-2.4312 +0,22,6.0,73.0,-4.4467 +0,17,9.9,75.0,-2.3664 +0,37,8.5,77.0,-5.2591 +0,11,8.5,75.0,0.198 +1,30,12.0,76.0,-4.1584 +1,56,15.2,96.2,-2.4028 +0,47,15.9,101.5,-0.3037 +1,48,14.7,82.0,-4.8128 +1,14,10.0,78.0,0.6029 +0,1,3.1,49.0,-2.9408 +1,18,8.0,74.0,-2.31 +0,15,7.9,72.0,-2.8241 +0,53,18.0,108.3,0.4993 +1,46,11.1,89.0,-2.9645 +0,47,15.4,98.0,-1.1457 +0,33,10.6,88.0,-1.7042 +0,26,8.5,77.0,-3.7177 +0,33,10.2,85.0,-2.5463 +1,12,6.7,63.0,-4.2777 +0,57,14.5,98.4,-2.1925 +0,4,5.5,62.0,-0.9064 +1,38,14.5,96.0,-0.1075 +1,6,5.6,61.0,-2.0875 +0,33,12.5,86.0,-2.2656 +0,19,11.5,82.6,-0.2329 +1,3,4.3,53.0,-3.2317 +0,29,12.7,89.4,-0.5322 +0,42,15.7,101.1,0.3149 +1,26,12.3,87.5,0.0162 +0,27,12.3,82.1,-2.3243 +1,45,12.3,90.0,-2.6081 +0,37,13.4,86.0,-2.8606 +0,18,11.3,81.6,-0.2442 +1,58,16.7,93.0,-3.28 +0,10,8.3,68.0,-2.3113 +0,36,13.4,89.5,-1.776 +0,54,14.5,97.3,-2.1216 +1,40,9.6,79.3,-4.634 +1,3,5.1,58.0,-0.8565 +0,42,15.6,99.0,-0.2147 +1,55,14.7,96.7,-2.193 +0,47,13.2,93.0,-2.3486 +0,8,6.7,64.2,-2.9015 +0,18,10.4,74.0,-3.0619 +0,38,11.2,86.0,-2.9953 +1,60,18.3,109.8,0.0792 +0,9,8.6,69.5,-1.1005 +0,42,11.5,88.0,-2.989 +1,0,2.9,48.0,-0.6161 +1,38,12.5,84.6,-3.0333 +0,34,12.0,86.0,-2.4234 +1,46,15.5,100.8,-0.1735 +1,2,3.3,51.0,-2.9798 +1,47,15.0,92.0,-2.3747 +1,50,17.2,105.6,0.3872 +1,48,10.1,82.3,-4.7431 +1,4,4.3,53.0,-4.1996 +1,26,11.5,85.0,-0.7346 +1,12,11.5,76.0,0.7709 +0,54,13.0,95.0,-2.6426 +1,16,8.0,75.0,-1.2902 +1,46,15.0,92.0,-2.255 +1,50,12.2,90.0,-3.1706 +0,33,12.5,86.0,-2.2656 +1,36,12.3,87.1,-2.0882 +1,0,2.6,49.0,-0.0793 +1,32,8.1,77.0,-4.1895 +1,24,11.2,71.0,-4.561 +0,17,12.0,67.0,-5.396 +0,40,11.0,77.0,-5.5705 +0,39,10.5,84.0,-3.6469 +0,34,12.0,86.5,-2.2849 +0,31,11.9,89.0,-1.059 +0,56,14.7,97.0,-2.3993 +0,4,7.0,63.0,-0.4258 +0,16,11.3,73.0,-2.7903 +0,44,14.6,91.3,-2.4082 +1,45,11.0,83.0,-4.2795 +0,19,10.3,82.0,-0.4507 +0,21,10.7,75.0,-3.5262 +0,33,10.7,86.6,-2.0972 +0,42,13.7,89.2,-2.6863 +1,40,13.7,88.0,-2.4488 +0,21,13.4,83.0,-0.7428 +1,37,10.5,84.1,-3.0213 +0,4,6.7,67.0,1.4966 +1,41,11.8,84.8,-3.3804 +1,49,12.5,92.0,-2.6048 +1,51,14.2,94.0,-2.3693 +0,12,10.0,63.0,-5.3651 +0,29,9.4,85.0,-1.8456 +1,14,7.8,74.0,-0.8874 +0,45,11.7,88.0,-3.3371 +0,54,15.6,103.0,-0.8305 +0,43,13.4,91.0,-2.3598 +0,31,13.4,92.0,-0.1917 +1,29,10.7,83.0,-1.982 +0,38,12.4,89.0,-2.2053 +0,35,11.8,84.9,-2.8749 +1,5,4.2,52.0,-5.4254 +0,32,12.2,86.0,-2.1001 +0,31,11.8,81.5,-3.2272 +1,21,12.0,75.0,-2.8252 +0,47,14.9,92.9,-2.3727 +1,3,6.7,63.0,1.5188 +0,28,26.4,82.6,-2.3724 +0,13,8.1,72.0,-2.0274 +1,42,14.8,98.4,-0.1586 +1,0,1.6,44.0,-2.7636 +1,8,8.9,68.0,-0.317 +1,25,10.2,81.0,-1.7053 +0,10,8.4,75.0,0.7522 +0,24,13.0,81.0,-2.0019 +0,1,3.3,51.0,-1.9133 +0,18,8.6,70.0,-4.5449 +0,35,12.9,85.1,-2.8203 +1,40,11.0,87.0,-2.6999 +1,20,8.0,77.0,-1.8931 +0,29,13.5,92.9,0.5126 +0,19,10.3,73.0,-3.7171 +1,48,14.3,94.0,-2.027 +1,23,8.7,78.0,-2.3696 +0,35,10.5,84.0,-3.1208 +0,41,15.3,99.7,0.1157 +0,29,10.2,83.0,-2.4426 +1,6,3.6,61.0,-2.0875 +0,53,15.3,97.1,-2.0588 +0,29,12.1,77.0,-4.2336 +1,37,18.0,85.5,-2.6579 +0,48,13.0,95.1,-1.9617 +1,22,11.1,77.8,-2.1806 +1,7,6.1,62.0,-2.2836 +1,4,6.0,50.8,-5.2161 +1,45,15.0,98.0,-0.6981 +1,34,10.8,88.4,-1.4103 +1,25,14.1,75.6,-3.3525 +1,26,11.6,85.0,-0.7346 +0,37,14.4,98.5,0.4707 +0,20,10.5,72.0,-4.3354 +0,44,12.5,87.8,-3.2737 +1,51,17.6,106.8,0.5249 +0,10,7.7,67.0,-2.749 +0,10,7.2,68.0,-2.3113 +1,4,6.0,69.0,3.1925 +0,20,12.0,78.0,-2.2032 +0,37,12.3,85.0,-3.1271 +0,13,8.7,74.0,-1.203 +0,11,10.2,68.2,-2.7213 +1,43,12.6,90.0,-2.3569 +1,4,5.0,56.0,-2.8136 +0,43,12.3,90.0,-2.6096 +0,40,12.6,91.0,-1.9652 +0,2,5.2,57.0,-0.7123 +1,24,9.5,83.0,-0.8416 +1,53,12.0,91.6,-3.1157 +0,2,6.3,58.0,-0.2124 +1,24,7.2,75.0,-3.3212 +0,47,13.3,94.0,-2.108 +1,57,14.5,98.6,-1.9846 +1,59,14.5,98.0,-2.3085 +1,2,5.3,59.0,0.9492 +1,25,9.5,74.0,-3.8405 +0,17,8.7,75.0,-2.3664 +0,24,12.2,78.0,-2.9838 +0,8,6.0,62.0,-3.899 +1,25,10.1,83.0,-1.0952 +0,48,11.2,87.0,-3.893 +0,37,14.5,95.2,-0.4087 +1,23,12.9,86.6,0.3402 +0,4,5.4,59.0,-2.3482 +1,21,9.0,74.0,-3.1512 +0,30,14.3,85.0,-2.0359 +0,2,2.9,49.0,-4.7113 +0,40,10.0,90.0,-2.2227 +1,9,7.0,65.0,-2.1292 +0,31,12.3,84.3,-2.4177 +0,58,16.6,97.0,-2.6019 +1,7,5.9,64.0,-1.4198 +1,36,11.7,91.5,-0.9327 +0,38,10.7,83.0,-3.7852 +0,21,8.7,77.0,-2.8303 +1,37,15.2,97.5,0.4569 +1,31,12.6,78.0,-3.757 +1,42,11.7,86.0,-3.2084 +1,10,8.1,70.0,-0.6005 +1,28,12.0,71.0,-5.2752 +0,17,7.0,75.0,-2.3664 +1,44,12.8,90.0,-2.4847 +1,7,5.2,57.0,-4.4431 +1,5,9.0,69.0,2.2414 +0,21,8.9,71.0,-4.9179 +0,26,11.0,77.9,-3.4343 +1,20,10.0,74.0,-2.8888 +1,23,10.9,77.1,-2.6532 +0,5,7.2,64.0,-0.9011 +0,40,13.8,93.0,-1.4501 +0,58,14.4,101.0,-1.725 +1,34,10.1,84.8,-2.3784 +1,48,15.2,91.2,-2.677 +1,4,6.8,61.0,-0.5035 +1,49,14.0,94.0,-2.1446 +1,45,13.0,95.0,-1.4144 +0,35,12.6,92.7,-0.7441 +1,40,11.2,83.0,-3.7046 +1,18,8.2,70.0,-3.6875 +0,35,11.8,84.9,-2.8749 +1,48,13.3,94.0,-2.027 +0,39,15.4,96.0,-0.5226 +1,18,7.6,71.0,-3.3431 +1,49,11.5,92.0,-2.6048 +0,24,8.5,78.0,-2.9838 +1,45,15.8,100.0,-0.2206 +1,26,7.9,79.0,-2.5364 +0,44,15.1,92.1,-2.2103 +1,20,10.6,76.0,-2.225 +1,36,10.1,87.0,-2.1145 +0,19,9.1,77.0,-2.2654 +1,44,11.0,91.0,-2.2436 +1,43,14.7,87.0,-3.0874 +0,32,8.9,74.5,-5.3748 +0,51,15.0,104.0,-0.2332 +1,51,13.6,94.7,-2.2111 +1,29,13.9,90.2,0.0864 +0,15,7.6,71.0,-3.2193 +1,43,12.4,95.0,-1.1395 +1,3,3.9,55.0,-2.2816 +0,13,7.7,74.0,-1.203 +0,32,10.0,86.0,-2.1001 +0,46,15.2,93.3,-2.1589 +0,4,5.6,58.0,-2.8288 +1,10,8.2,71.0,-0.1953 +0,36,11.9,85.5,-2.8551 +0,53,15.4,94.0,-2.7668 +0,4,6.7,64.0,0.0548 +1,33,14.4,94.3,0.3747 +1,22,11.3,76.0,-2.7575 +0,58,15.5,97.0,-2.6019 +1,23,7.7,75.0,-3.3149 +0,33,9.3,86.0,-2.2656 +1,56,17.6,109.7,0.5251 +1,55,13.8,95.4,-2.4773 +0,55,10.7,95.0,-2.7447 +0,60,15.0,100.0,-2.1502 +1,12,9.5,63.0,-4.2777 +0,30,11.3,79.1,-3.7686 +1,28,10.0,81.0,-2.3608 +0,59,18.7,109.8,0.0833 +0,1,3.5,51.0,-1.9133 +0,51,16.6,101.0,-0.9301 +0,22,9.2,79.0,-2.4019 +0,47,13.0,93.0,-2.3486 +1,33,8.0,84.0,-2.43 +1,50,16.1,97.5,-1.4601 +0,5,6.0,64.0,-0.9011 +1,50,12.2,93.0,-2.4864 +0,22,10.2,79.0,-2.4019 +0,23,10.2,79.0,-2.6513 +0,20,8.9,77.0,-2.5585 +0,33,12.7,86.0,-2.2656 +1,48,15.8,102.0,-0.1697 +0,33,12.6,92.0,-0.5814 +0,45,12.1,91.8,-2.4059 +0,31,11.8,85.1,-2.1864 +1,42,12.6,93.2,-1.4376 +0,25,9.6,78.0,-3.2003 +1,38,14.2,95.0,-0.3641 +1,5,5.8,67.0,1.3394 +1,49,13.2,93.0,-2.3747 +0,57,14.6,97.0,-2.5019 +1,0,1.9,43.0,-3.3004 +0,54,14.0,96.0,-2.4161 +0,33,12.1,84.0,-2.827 +0,10,6.4,68.5,-2.0925 +0,7,6.3,64.0,-2.3788 +1,16,11.2,77.0,-0.5745 +1,39,15.5,96.8,-0.0732 +0,30,12.3,84.0,-2.3296 +0,4,6.0,61.0,-1.387 +0,14,8.8,72.0,-2.4421 +0,28,12.0,80.0,-3.162 +0,6,7.5,69.0,0.6431 +1,18,8.1,74.6,-2.1034 +1,36,18.0,87.0,-2.1145 +0,24,13.0,86.3,-0.2671 +0,23,8.5,78.0,-2.9852 +1,7,6.6,62.0,-2.2836 +0,58,14.0,98.0,-2.3827 +0,37,12.9,87.0,-2.5941 +0,46,11.7,88.0,-3.4455 +1,25,10.0,80.0,-2.0103 +0,34,14.8,94.7,-0.0147 +1,9,9.9,70.0,-0.0594 +0,40,13.5,93.5,-1.3214 +0,29,12.0,82.0,-2.7411 +1,33,8.0,72.0,-5.6977 +1,28,12.4,81.0,-2.3608 +1,47,17.0,90.0,-2.8433 +1,46,14.0,92.0,-2.255 +0,8,7.6,62.0,-3.899 +0,29,9.0,85.0,-1.8456 +0,11,9.4,73.5,-0.446 +0,8,7.1,67.0,-1.632 +1,52,11.6,95.0,-2.253 +1,32,12.0,82.0,-2.8105 +1,59,18.3,110.8,0.4037 +1,39,10.6,88.0,-2.3074 +1,42,13.2,88.8,-2.5198 +1,34,7.1,75.0,-5.0138 +0,39,12.5,85.5,-3.2563 +1,11,7.5,72.0,-0.3059 +0,53,14.5,98.5,-1.739 +0,31,9.9,81.0,-3.3717 +0,54,15.5,96.3,-2.3481 +0,18,9.1,76.0,-2.3204 +1,2,4.7,53.0,-1.9975 +0,20,9.5,78.0,-2.2032 +1,26,9.5,72.0,-4.6386 +1,59,18.2,109.5,0.1282 +1,25,10.2,82.0,-1.4002 +0,20,10.0,78.0,-2.2032 +0,43,16.0,101.0,0.1377 +1,31,10.7,83.0,-2.3596 +1,25,10.1,77.2,-2.8644 +0,8,9.4,71.0,0.1816 +1,24,12.7,87.3,0.4912 +0,2,5.5,52.0,-3.2117 +1,29,10.0,81.0,-2.5566 +0,2,3.8,52.1,-3.1617 +1,2,6.0,59.0,0.9492 +0,10,6.6,68.0,-2.3113 +0,9,7.6,73.0,0.4597 +1,21,12.2,84.6,0.3047 +0,28,9.9,87.0,-1.0362 +1,33,13.5,92.2,-0.1971 +0,25,11.0,84.0,-1.2747 +0,47,14.6,106.0,0.7789 +0,40,12.0,90.0,-2.2227 +1,36,9.4,82.0,-3.4276 +1,22,12.5,85.4,0.2551 +0,28,13.0,89.1,-0.3984 +0,49,16.5,102.6,-0.3045 +1,40,15.1,97.2,-0.138 +1,56,24.0,104.0,-0.7111 +0,2,4.5,52.0,-3.2117 +0,0,1.9,45.0,-2.58 +0,26,11.6,98.0,2.8949 +1,52,10.5,89.0,-3.5982 +1,3,5.7,64.0,1.9938 +1,54,12.0,91.6,-3.2133 +1,4,3.6,53.0,-4.1996 +0,19,9.0,70.0,-4.8059 +1,34,14.3,96.6,0.7948 +0,52,16.5,105.0,-0.1289 +1,41,11.1,90.0,-2.088 +1,58,14.5,98.0,-2.2124 +0,24,11.4,70.0,-5.6024 +1,20,11.5,76.0,-2.225 diff --git a/stunting_ml/data/processed/dataset_clean.csv b/stunting_ml/data/processed/dataset_clean.csv new file mode 100644 index 0000000..6af9797 --- /dev/null +++ b/stunting_ml/data/processed/dataset_clean.csv @@ -0,0 +1,1880 @@ +JK,Usia_Bulan,Berat,Tinggi,ZS_TBU,Status_Stunting +1,60,18.4,109.3,-0.0259,Normal +0,60,19.1,112.7,0.5905,Normal +1,58,13.2,99.6,-1.8707,Normal +1,57,18.4,109.6,0.3824,Normal +0,59,18.1,108.9,-0.1124,Normal +1,59,18.1,110.1,0.2554,Normal +1,54,12.7,98.0,-1.8023,Normal +0,53,16.2,104.0,-0.4828,Normal +0,52,16.5,105.0,-0.1289,Normal +1,58,18.6,109.8,0.3072,Normal +0,54,17.6,108.9,0.5058,Normal +0,53,14.5,98.5,-1.739,Normal +1,51,17.6,106.8,0.5249,Normal +1,51,12.5,97.0,-1.691,Normal +1,51,20.2,101.5,-0.6735,Normal +0,51,15.3,101.6,-0.7907,Normal +0,53,18.0,108.3,0.4993,Normal +1,50,16.1,97.5,-1.4601,Normal +0,50,17.0,105.5,0.2467,Normal +0,55,16.5,105.6,-0.3636,Normal +1,51,17.0,106.5,0.4571,Normal +1,50,14.4,100.0,-0.8899,Normal +0,57,17.7,109.2,0.1945,Normal +0,48,17.0,100.0,-0.7933,Normal +1,47,16.2,104.0,0.4367,Normal +1,46,12.1,93.4,-1.9238,Normal +0,42,15.4,98.7,-0.2904,Normal +0,43,15.5,94.8,-1.4108,Normal +0,40,13.5,93.5,-1.3214,Normal +0,39,13.4,92.0,-1.564,Normal +1,40,12.1,93.5,-1.0673,Normal +0,42,19.0,106.2,1.6011,Normal +1,46,15.9,104.3,0.6543,Normal +0,37,14.4,98.5,0.4707,Normal +0,36,13.9,96.3,0.0584,Normal +0,34,12.7,93.0,-0.4854,Normal +0,35,13.0,88.9,-1.7822,Normal +0,32,13.1,89.7,-1.0465,Normal +1,34,10.1,84.8,-2.3784,Stunted +1,37,18.0,98.5,0.7164,Normal +0,31,11.2,87.5,-1.4926,Normal +1,30,13.6,88.3,-0.6741,Normal +1,29,13.1,92.8,0.8334,Normal +1,30,13.9,91.3,0.1757,Normal +0,30,13.6,90.4,-0.4501,Normal +0,37,14.4,97.3,0.1509,Normal +1,28,10.5,83.5,-1.6322,Normal +0,27,12.3,86.0,-1.1188,Normal +0,25,12.6,89.6,0.5225,Normal +1,25,10.1,83.0,-1.0952,Normal +0,25,13.3,88.4,0.1374,Normal +0,23,11.5,86.7,-0.0805,Normal +0,22,10.3,84.0,-0.6979,Normal +1,23,9.2,81.0,-1.4243,Normal +0,21,10.7,82.0,-1.0907,Normal +1,20,12.3,87.4,1.5588,Normal +1,19,11.2,83.0,0.4333,Normal +0,21,13.0,85.0,-0.0469,Normal +1,16,10.0,79.0,0.1412,Normal +0,18,9.3,77.0,-1.9496,Normal +0,11,9.1,75.2,0.2839,Normal +1,10,8.1,70.0,-0.6005,Normal +1,6,7.5,65.0,-0.3226,Normal +1,3,5.5,58.0,-0.8565,Normal +0,4,6.7,64.0,0.0548,Normal +0,3,6.4,61.0,-0.2099,Normal +0,27,9.5,87.5,-0.6552,Normal +0,2,6.3,58.0,-0.2124,Normal +0,2,5.2,57.0,-0.7123,Normal +0,4,8.0,67.0,1.4966,Normal +0,1,5.4,55.0,0.1416,Normal +0,0,5.1,55.0,2.7023,Normal +0,59,18.5,110.0,0.1268,Normal +0,59,18.4,109.1,-0.0689,Normal +1,58,18.4,109.3,0.2004,Normal +1,58,18.3,110.3,0.414,Normal +1,58,18.3,109.3,0.2004,Normal +1,56,17.5,109.0,0.3733,Normal +1,59,18.5,108.8,-0.0201,Normal +1,57,15.0,98.0,-2.1137,Stunted +1,56,18.3,110.2,0.6336,Normal +1,56,17.6,109.7,0.5251,Normal +0,56,13.8,100.4,-1.6419,Normal +1,57,18.3,107.4,-0.091,Normal +0,54,17.8,107.3,0.1434,Normal +1,56,15.8,102.7,-0.9931,Normal +1,56,18.0,107.7,0.0913,Normal +0,55,18.0,106.3,-0.2064,Normal +0,55,14.8,101.0,-1.3969,Normal +1,54,17.9,108.2,0.4465,Normal +0,53,17.8,105.7,-0.0945,Normal +1,53,17.9,106.7,0.2413,Normal +0,51,16.6,101.0,-0.9301,Normal +0,51,17.3,105.6,0.1384,Normal +1,50,17.2,105.6,0.3872,Normal +0,59,18.7,109.8,0.0833,Normal +1,55,18.1,109.2,0.5402,Normal +0,52,13.1,99.0,-1.5108,Normal +0,49,19.6,104.5,0.1445,Normal +0,49,12.5,89.5,-3.4004,Severely Stunted +0,49,16.5,102.6,-0.3045,Normal +0,49,16.7,102.5,-0.3282,Normal +0,47,16.6,102.9,0.0331,Normal +0,47,12.8,91.5,-2.7095,Stunted +1,47,12.2,91.5,-2.4919,Stunted +0,46,15.2,99.4,-0.6781,Normal +0,46,15.9,102.4,0.0502,Normal +1,46,15.9,103.4,0.4414,Normal +0,45,15.9,101.3,-0.0781,Normal +0,46,15.8,102.3,0.0259,Normal +1,46,16.8,103.2,0.3941,Normal +1,45,15.0,93.0,-1.8919,Normal +1,45,15.8,100.0,-0.2206,Normal +0,44,16.2,101.5,0.1144,Normal +0,43,16.0,101.3,0.2127,Normal +0,43,15.8,101.8,0.3375,Normal +0,43,10.9,89.9,-2.6346,Stunted +1,46,16.2,102.5,0.2286,Normal +0,38,14.6,99.2,0.4806,Normal +0,39,15.1,99.3,0.3366,Normal +0,43,16.0,101.0,0.1377,Normal +0,42,15.3,101.4,0.3905,Normal +0,42,16.6,92.4,-1.8793,Normal +0,41,15.8,99.6,0.0902,Normal +0,41,15.3,99.7,0.1157,Normal +1,41,15.9,97.2,-0.2986,Normal +1,40,13.5,91.5,-1.5697,Normal +1,39,14.9,96.7,-0.0986,Normal +1,44,15.6,100.7,0.095,Normal +0,49,17.0,105.4,0.3572,Normal +1,43,15.6,99.4,-0.0681,Normal +0,37,14.5,95.2,-0.4087,Normal +0,37,13.0,90.4,-1.688,Normal +1,37,11.3,83.5,-3.1771,Severely Stunted +0,35,11.4,89.5,-1.6183,Normal +0,37,15.0,95.8,-0.2488,Normal +1,35,11.4,85.0,-2.4851,Stunted +1,34,11.2,86.0,-2.0557,Stunted +0,34,11.5,88.5,-1.7312,Normal +1,34,13.9,95.6,0.5259,Normal +0,34,14.8,94.7,-0.0147,Normal +0,33,10.7,86.5,-2.1252,Stunted +0,33,14.0,94.8,0.2046,Normal +0,34,14.8,94.2,-0.1532,Normal +1,33,13.9,95.1,0.5926,Normal +1,34,10.5,85.5,-2.1902,Stunted +1,33,11.3,86.4,-1.7765,Normal +0,32,14.0,94.6,0.3487,Normal +1,31,10.5,85.5,-1.6609,Normal +0,34,13.9,96.3,0.4282,Normal +0,32,13.6,92.6,-0.2208,Normal +1,31,13.6,92.8,0.3792,Normal +0,31,11.4,83.1,-2.7646,Stunted +0,32,14.0,92.0,-0.3916,Normal +0,30,13.3,92.2,0.0785,Normal +0,30,13.3,91.2,-0.2152,Normal +0,29,10.7,83.7,-2.2336,Stunted +0,28,13.4,89.1,-0.3984,Normal +1,29,10.2,86.6,-0.9478,Normal +0,27,10.6,88.0,-0.5006,Normal +1,27,12.6,89.6,0.3895,Normal +1,28,11.0,90.0,0.2622,Normal +0,28,13.0,89.1,-0.3984,Normal +1,28,12.0,89.5,0.1165,Normal +0,27,12.8,89.8,0.0557,Normal +0,36,12.2,87.0,-2.4504,Stunted +1,33,14.1,93.5,0.1569,Normal +0,35,11.4,89.0,-1.7549,Normal +0,36,11.9,85.5,-2.8551,Stunted +0,25,11.5,96.0,2.5764,Normal +0,24,12.4,86.5,-0.2017,Normal +1,24,10.2,87.0,0.3982,Normal +1,24,9.2,78.0,-2.3914,Stunted +1,24,12.2,90.1,1.359,Normal +1,24,9.5,78.0,-2.3914,Stunted +0,22,11.5,84.0,-0.6979,Normal +0,24,11.0,85.0,-0.6926,Normal +0,21,8.7,77.0,-2.8303,Stunted +1,21,12.6,81.0,-0.869,Normal +1,25,9.2,80.0,-2.0103,Stunted +1,20,8.2,76.0,-2.225,Stunted +1,24,12.3,84.0,-0.5317,Normal +1,21,12.2,84.6,0.3047,Normal +0,20,9.9,78.5,-2.0255,Stunted +1,20,11.4,84.9,0.729,Normal +1,19,9.0,77.0,-1.595,Normal +0,19,11.5,82.6,-0.2329,Normal +0,19,8.4,74.5,-3.1727,Severely Stunted +1,17,8.2,74.5,-1.815,Normal +0,18,9.9,80.0,-0.8374,Normal +1,16,9.3,75.0,-1.2902,Normal +0,16,10.6,76.0,-1.6295,Normal +0,16,10.7,81.3,0.4213,Normal +1,16,9.6,77.5,-0.3956,Normal +0,15,10.4,75.5,-1.4409,Normal +0,15,7.8,70.0,-3.6145,Severely Stunted +1,14,8.2,73.0,-1.2599,Normal +0,21,10.2,79.5,-1.9605,Normal +1,16,11.2,77.0,-0.5745,Normal +0,19,11.1,77.5,-2.0839,Stunted +0,19,13.4,81.5,-0.6322,Normal +1,16,10.7,82.2,1.2863,Normal +1,13,9.1,72.0,-1.2236,Normal +1,12,8.1,72.0,-0.7825,Normal +0,12,9.6,73.5,-0.9464,Normal +0,11,8.5,75.0,0.198,Normal +1,11,7.5,67.5,-2.091,Stunted +0,11,10.2,73.5,-0.446,Normal +0,11,7.6,67.0,-3.2365,Severely Stunted +0,10,7.6,66.0,-3.1866,Severely Stunted +0,10,8.9,70.5,-1.2172,Normal +0,11,9.4,73.5,-0.446,Normal +0,10,8.3,68.0,-2.3113,Stunted +1,9,7.0,66.0,-1.7152,Normal +0,9,8.6,69.5,-1.1005,Normal +0,8,8.3,68.0,-1.1786,Normal +1,9,6.0,65.5,-1.9222,Normal +0,7,8.1,64.5,-2.1485,Stunted +1,7,9.2,70.0,1.1716,Normal +0,9,9.2,74.5,1.1284,Normal +0,7,6.6,66.0,-1.4576,Normal +1,6,7.3,65.0,-0.3226,Normal +0,20,12.5,86.5,0.8175,Normal +1,5,5.2,59.5,-2.043,Stunted +1,4,6.8,61.0,-0.5035,Normal +0,3,5.2,57.5,-1.922,Normal +1,4,7.4,63.0,0.4205,Normal +1,6,5.6,61.0,-2.0875,Stunted +1,6,5.4,61.0,-2.0875,Stunted +1,3,6.7,63.0,1.5188,Normal +1,3,5.0,56.5,-1.569,Normal +1,4,4.3,53.0,-4.1996,Severely Stunted +1,1,5.5,55.0,0.6718,Normal +1,59,18.9,109.2,0.0647,Normal +0,58,18.3,110.4,0.3356,Normal +1,55,17.5,107.4,0.1466,Normal +1,55,15.0,108.0,0.2778,Normal +1,53,17.8,107.1,0.3302,Normal +0,53,12.5,89.0,-3.9088,Severely Stunted +1,51,16.4,101.0,-0.7866,Normal +1,58,18.7,111.2,0.6061,Normal +1,51,16.7,106.4,0.4345,Normal +1,59,18.3,110.8,0.4037,Normal +1,50,16.9,103.5,-0.0917,Normal +1,50,16.9,106.5,0.5925,Normal +0,47,15.4,98.0,-1.1457,Normal +1,46,12.7,89.0,-2.9645,Stunted +0,45,16.1,102.6,0.2405,Normal +1,48,16.9,101.9,-0.193,Normal +1,43,11.4,91.9,-1.8943,Normal +0,42,15.7,101.1,0.3149,Normal +0,44,16.2,102.7,0.4112,Normal +0,43,13.4,91.0,-2.3598,Stunted +1,43,14.7,87.0,-3.0874,Severely Stunted +0,43,12.8,92.0,-2.1101,Stunted +1,40,15.1,98.8,0.2639,Normal +0,40,13.8,93.0,-1.4501,Normal +0,39,15.4,96.0,-0.5226,Normal +1,39,13.1,93.5,-0.911,Normal +1,38,15.1,95.9,-0.1331,Normal +0,48,11.2,87.0,-3.893,Severely Stunted +0,36,11.4,88.0,-2.1807,Stunted +0,36,13.4,89.5,-1.776,Normal +1,35,14.3,95.1,0.1984,Normal +1,34,11.8,89.5,-1.1145,Normal +1,33,11.8,87.0,-1.6131,Normal +1,33,14.4,94.3,0.3747,Normal +0,31,12.8,89.0,-1.059,Normal +1,31,13.5,92.0,0.1557,Normal +0,37,14.6,95.4,-0.3554,Normal +0,30,13.8,91.3,-0.1858,Normal +1,30,13.8,89.0,-0.4758,Normal +1,29,13.9,90.2,0.0864,Normal +0,29,12.0,82.0,-2.7411,Stunted +1,27,10.8,87.0,-0.3794,Normal +1,27,12.7,89.5,0.3599,Normal +1,26,12.7,88.5,0.3165,Normal +1,26,11.6,85.0,-0.7346,Normal +0,26,11.6,98.0,2.8949,Normal +1,28,10.0,84.0,-1.4865,Normal +0,34,14.7,94.5,-0.0701,Normal +0,25,17.0,87.0,-0.3119,Normal +1,25,9.4,79.5,-2.1628,Stunted +0,24,12.4,88.5,0.453,Normal +1,19,9.6,78.0,-1.2569,Normal +1,14,10.3,80.6,1.5716,Normal +1,19,11.1,86.0,1.4474,Normal +0,13,8.7,74.0,-1.203,Normal +1,10,9.7,73.0,0.6153,Normal +1,9,9.0,72.6,1.0169,Normal +0,9,8.6,72.7,0.326,Normal +1,8,8.9,68.0,-0.317,Normal +1,7,7.6,69.0,0.7397,Normal +1,9,8.5,71.6,0.6029,Normal +1,5,6.8,62.7,-0.5999,Normal +1,20,11.5,84.4,0.563,Normal +1,4,5.2,60.0,-0.9656,Normal +0,5,6.6,59.0,-3.269,Severely Stunted +1,5,4.5,56.0,-3.6215,Severely Stunted +0,4,5.7,61.0,-1.387,Normal +1,60,18.3,109.8,0.0792,Normal +0,59,20.3,101.8,-1.6567,Normal +0,58,18.7,109.2,0.0726,Normal +0,57,18.1,111.2,0.6366,Normal +1,56,17.6,110.0,0.5902,Normal +0,53,15.9,103.5,-0.597,Normal +0,60,19.0,108.9,-0.2296,Normal +0,48,16.7,102.5,-0.1973,Normal +1,39,11.3,90.8,-1.5965,Normal +0,38,11.2,85.4,-3.1533,Severely Stunted +0,36,11.9,89.5,-1.776,Normal +0,36,11.4,88.7,-1.9918,Normal +0,36,14.0,95.0,-0.2923,Normal +0,36,14.5,94.7,-0.3732,Normal +0,31,11.9,86.2,-1.8684,Normal +1,30,11.1,91.2,0.1474,Normal +0,30,14.0,92.4,0.1372,Normal +1,31,13.3,92.5,0.2954,Normal +1,28,13.3,90.4,0.3788,Normal +1,24,9.5,83.0,-0.8416,Normal +0,23,10.9,86.0,-0.3142,Normal +0,22,13.8,87.0,0.3245,Normal +1,22,11.9,87.6,0.9602,Normal +1,17,9.1,80.0,0.1155,Normal +0,17,9.4,77.9,-1.2682,Normal +0,15,10.8,80.4,0.4957,Normal +1,16,8.6,74.3,-1.5407,Normal +0,12,8.4,74.4,-0.5676,Normal +0,12,9.8,76.6,0.3582,Normal +0,10,8.4,75.0,0.7522,Normal +1,9,8.7,72.5,0.9755,Normal +0,3,6.5,63.0,0.7684,Normal +0,2,5.5,60.0,0.7874,Normal +1,34,11.3,86.4,-1.9481,Normal +0,24,14.9,89.0,0.6166,Normal +1,23,12.7,85.0,-0.1639,Normal +1,22,12.1,83.0,-0.5141,Normal +0,20,10.6,82.0,-0.7817,Normal +0,18,11.3,81.6,-0.2442,Normal +1,18,9.0,78.0,-0.9325,Normal +0,16,10.6,79.0,-0.4687,Normal +1,16,10.6,82.0,1.2147,Normal +1,14,9.4,76.8,0.1558,Normal +1,5,7.1,64.6,0.257,Normal +1,2,5.2,56.9,-0.0822,Normal +1,4,6.3,62.9,0.3743,Normal +0,35,14.2,96.1,0.1848,Normal +1,60,19.2,111.2,0.3735,Normal +1,60,19.1,109.2,-0.0469,Normal +0,52,17.5,105.5,-0.0137,Normal +0,51,14.6,96.0,-2.0915,Stunted +0,48,17.7,115.0,2.7832,Normal +0,42,12.3,87.0,-3.2412,Severely Stunted +1,44,10.4,87.0,-3.208,Severely Stunted +1,38,12.4,94.0,-0.6208,Normal +0,42,15.6,99.0,-0.2147,Normal +0,28,12.9,95.0,1.3933,Normal +0,31,14.0,92.9,0.0685,Normal +0,33,10.6,88.0,-1.7042,Normal +0,33,12.6,92.0,-0.5814,Normal +0,33,12.1,90.0,-1.1428,Normal +0,30,13.6,91.3,-0.1858,Normal +0,25,13.1,89.8,0.5867,Normal +0,25,10.6,83.0,-1.5957,Normal +1,25,10.2,82.0,-1.4002,Normal +0,22,12.3,87.9,0.6313,Normal +0,19,11.6,90.0,2.4528,Normal +1,20,8.5,82.0,-0.2335,Normal +0,16,10.0,82.0,0.6921,Normal +0,9,8.15,71.0,-0.4318,Normal +0,8,7.2,68.0,-1.1786,Normal +1,7,5.9,64.0,-1.4198,Normal +0,49,17.0,103.0,-0.21,Normal +0,47,14.6,106.0,0.7789,Normal +0,49,17.0,105.2,0.3099,Normal +1,47,14.4,95.0,-1.6719,Normal +0,45,14.9,105.0,0.8286,Normal +0,44,15.7,99.3,-0.4297,Normal +0,46,13.6,99.0,-0.7752,Normal +1,43,15.6,100.1,0.1024,Normal +1,43,11.6,89.0,-2.6004,Stunted +1,43,15.9,100.6,0.2241,Normal +1,45,15.9,102.7,0.4241,Normal +1,40,15.8,97.8,0.0127,Normal +0,38,15.3,97.1,-0.0724,Normal +0,42,15.2,99.5,-0.0886,Normal +1,43,15.7,98.7,-0.2385,Normal +1,39,15.5,96.8,-0.0732,Normal +0,39,13.2,90.1,-2.0587,Stunted +0,42,15.6,101.6,0.441,Normal +1,40,15.1,97.2,-0.138,Normal +1,38,14.9,97.9,0.3802,Normal +0,38,11.4,92.0,-1.4153,Normal +0,38,18.1,101.0,0.9546,Normal +0,44,15.2,100.0,-0.2566,Normal +0,41,16.9,94.5,-1.2094,Normal +1,39,21.3,105.0,2.0086,Normal +1,37,15.2,97.5,0.4569,Normal +1,36,10.0,86.0,-2.3771,Stunted +0,35,14.3,95.8,0.1028,Normal +1,35,13.4,95.0,0.1718,Normal +1,34,14.3,96.6,0.7948,Normal +0,33,14.5,94.4,0.0923,Normal +1,37,11.8,89.0,-1.7495,Normal +1,32,14.3,94.1,0.5266,Normal +1,31,13.5,95.0,0.9941,Normal +0,30,11.6,88.0,-1.1549,Normal +0,30,13.2,92.4,0.1372,Normal +1,30,15.2,91.0,0.0907,Normal +0,34,12.0,86.5,-2.2849,Stunted +0,30,13.0,88.0,-1.1549,Normal +0,30,13.2,90.4,-0.4501,Normal +0,29,9.4,85.0,-1.8456,Normal +0,29,13.5,92.9,0.5126,Normal +1,27,13.6,88.5,0.0642,Normal +0,26,10.6,90.0,0.3758,Normal +1,26,8.8,78.0,-2.8367,Stunted +1,29,11.5,89.5,-0.1147,Normal +1,25,12.5,85.0,-0.4851,Normal +0,25,12.9,89.0,0.3299,Normal +1,24,12.7,87.3,0.4912,Normal +1,23,12.9,86.6,0.3402,Normal +1,22,12.5,85.4,0.2551,Normal +1,23,12.2,88.0,0.7814,Normal +0,20,8.2,74.0,-3.6247,Severely Stunted +0,20,12.0,84.6,0.1423,Normal +0,19,8.0,78.0,-1.9024,Normal +1,17,8.2,73.0,-2.3415,Stunted +1,16,8.0,75.0,-1.2902,Normal +1,16,9.3,76.0,-0.9324,Normal +1,16,10.5,81.2,0.9285,Normal +0,16,7.9,75.0,-2.0164,Stunted +1,16,9.3,76.0,-0.9324,Normal +0,15,10.7,78.2,-0.3738,Normal +1,14,7.7,72.0,-1.6325,Normal +1,14,10.3,74.0,-0.8874,Normal +1,14,10.5,77.6,0.4539,Normal +0,13,9.5,73.0,-1.6152,Normal +0,12,7.8,71.0,-1.9985,Normal +1,12,11.5,76.0,0.7709,Normal +1,12,8.4,70.0,-1.5592,Normal +0,8,6.8,67.0,-1.632,Normal +0,7,7.4,64.0,-2.3788,Stunted +0,6,7.5,64.0,-1.693,Normal +1,6,6.6,64.0,-0.7638,Normal +0,5,5.1,62.0,-1.8482,Normal +1,5,7.2,63.0,-0.4646,Normal +0,5,7.2,64.0,-0.9011,Normal +0,12,9.6,76.8,0.4424,Normal +1,3,5.1,57.0,-1.3315,Normal +1,3,4.3,54.0,-2.7566,Stunted +0,8,6.7,65.0,-2.5388,Stunted +0,1,3.3,51.0,-1.9133,Normal +0,1,3.0,50.0,-2.4271,Stunted +0,29,10.8,77.0,-4.2336,Severely Stunted +1,24,8.7,78.0,-2.3914,Stunted +0,58,12.5,93.0,-3.4788,Severely Stunted +0,42,13.1,91.0,-2.2324,Stunted +0,56,14.7,97.0,-2.3993,Stunted +1,36,9.4,82.0,-3.4276,Severely Stunted +0,52,12.5,96.0,-2.2018,Stunted +0,55,12.5,97.0,-2.2955,Stunted +1,52,12.1,95.0,-2.253,Stunted +1,47,12.3,90.0,-2.8433,Stunted +1,40,12.4,88.0,-2.4488,Stunted +0,23,9.6,79.0,-2.6513,Stunted +1,1,1.6,44.0,-4.9571,Severely Stunted +0,10,9.2,66.0,-3.1866,Severely Stunted +0,10,9.2,65.0,-3.6243,Severely Stunted +1,56,11.7,95.0,-2.663,Stunted +0,55,14.1,93.0,-3.194,Severely Stunted +1,51,12.4,94.0,-2.3693,Stunted +1,31,10.7,83.0,-2.3596,Stunted +1,31,10.3,82.0,-2.6391,Stunted +0,31,9.9,81.0,-3.3717,Severely Stunted +1,59,14.5,98.0,-2.3085,Stunted +0,27,10.0,82.0,-2.3552,Stunted +1,33,8.0,84.0,-2.43,Stunted +1,40,10.2,87.0,-2.6999,Stunted +0,37,13.4,86.0,-2.8606,Stunted +0,32,12.3,80.0,-3.8086,Severely Stunted +1,24,7.7,75.0,-3.3212,Severely Stunted +0,24,8.4,75.0,-3.9658,Severely Stunted +0,24,9.1,73.0,-4.6204,Severely Stunted +0,22,9.2,79.0,-2.4019,Stunted +1,50,13.2,93.0,-2.4864,Stunted +0,41,10.0,90.0,-2.3561,Stunted +0,36,10.7,88.0,-2.1807,Stunted +0,55,10.7,95.0,-2.7447,Stunted +0,42,15.5,91.0,-2.2324,Stunted +1,40,10.9,88.0,-2.4488,Stunted +0,23,8.2,74.0,-4.3207,Severely Stunted +0,47,13.3,94.0,-2.108,Stunted +0,57,12.0,96.0,-2.7229,Stunted +1,50,11.9,94.0,-2.2583,Stunted +0,60,15.0,100.0,-2.1502,Stunted +0,48,10.0,83.5,-4.7275,Severely Stunted +0,30,7.8,79.0,-3.7979,Severely Stunted +1,8,6.1,61.0,-3.2769,Severely Stunted +1,21,8.0,73.0,-3.4773,Severely Stunted +1,7,6.3,60.0,-3.1474,Severely Stunted +1,50,12.2,93.0,-2.4864,Stunted +0,35,10.2,85.0,-2.8476,Stunted +0,23,10.2,79.0,-2.6513,Stunted +0,34,12.2,86.0,-2.4234,Stunted +1,5,5.0,56.0,-3.6215,Severely Stunted +1,47,11.1,89.0,-3.0776,Severely Stunted +1,11,7.8,66.0,-2.6861,Stunted +0,34,9.6,81.0,-3.8076,Severely Stunted +1,35,9.7,83.0,-3.0165,Severely Stunted +0,42,10.9,88.1,-2.9637,Stunted +0,30,12.3,84.0,-2.3296,Stunted +0,24,9.0,80.0,-2.3292,Stunted +0,50,13.0,95.1,-2.1902,Stunted +1,33,12.7,84.6,-2.2666,Stunted +1,31,12.1,83.2,-2.3037,Stunted +1,42,9.6,79.3,-4.8563,Severely Stunted +1,36,10.6,81.2,-3.6377,Severely Stunted +0,33,14.2,86.2,-2.2094,Stunted +0,41,14.5,91.0,-2.1013,Stunted +0,24,9.4,80.0,-2.3292,Stunted +1,53,16.0,96.0,-2.1375,Stunted +1,24,12.0,79.0,-2.0814,Stunted +1,47,14.5,93.0,-2.1404,Stunted +1,32,9.5,83.8,-2.3141,Stunted +0,24,8.5,78.0,-2.9838,Stunted +0,59,13.0,99.0,-2.2657,Stunted +1,59,14.0,95.0,-2.9441,Stunted +1,58,12.7,98.0,-2.2124,Stunted +0,39,10.5,84.0,-3.6469,Severely Stunted +1,37,18.0,87.0,-2.2686,Stunted +1,27,7.2,74.0,-4.2242,Severely Stunted +1,47,11.1,88.0,-3.3119,Severely Stunted +0,38,12.4,89.0,-2.2053,Stunted +1,55,10.9,89.0,-3.8767,Severely Stunted +0,39,10.1,85.0,-3.3865,Severely Stunted +1,44,12.1,86.2,-3.4009,Severely Stunted +0,41,13.1,82.8,-4.1909,Severely Stunted +0,26,8.8,79.0,-3.088,Severely Stunted +1,54,12.0,91.6,-3.2133,Severely Stunted +0,26,8.5,77.0,-3.7177,Severely Stunted +1,51,12.2,90.0,-3.2738,Severely Stunted +0,54,15.2,97.0,-2.1896,Stunted +0,40,10.4,85.5,-3.3816,Severely Stunted +0,33,12.0,80.0,-3.9498,Severely Stunted +1,32,12.0,82.0,-2.8105,Stunted +0,32,12.0,82.0,-3.2391,Severely Stunted +0,34,12.7,86.0,-2.4234,Stunted +0,26,12.6,79.0,-3.088,Severely Stunted +1,28,12.4,81.0,-2.3608,Stunted +0,28,13.4,82.3,-2.4636,Stunted +1,43,12.0,88.5,-2.7222,Stunted +0,39,10.0,82.5,-4.0374,Severely Stunted +0,46,11.7,88.0,-3.4455,Severely Stunted +0,38,12.9,87.0,-2.7319,Stunted +1,22,8.4,74.0,-3.3985,Severely Stunted +1,39,10.6,88.0,-2.3074,Stunted +0,33,9.3,86.0,-2.2656,Stunted +0,24,10.3,80.5,-2.1655,Stunted +0,14,9.9,71.0,-2.8457,Stunted +0,2,3.6,50.5,-3.9615,Severely Stunted +0,42,11.2,91.0,-2.2324,Stunted +0,23,11.7,80.0,-2.3174,Stunted +0,17,7.9,73.0,-3.1238,Severely Stunted +0,16,10.8,73.0,-2.7903,Stunted +1,21,7.9,76.2,-2.434,Stunted +1,25,10.6,79.4,-2.1933,Stunted +0,20,12.2,76.2,-2.8428,Stunted +0,20,10.0,78.0,-2.2032,Stunted +1,15,10.6,67.0,-3.8369,Severely Stunted +1,19,8.1,74.6,-2.4063,Stunted +0,16,11.5,68.0,-4.725,Severely Stunted +1,27,13.4,81.0,-2.1539,Stunted +1,32,8.1,77.0,-4.1895,Severely Stunted +1,49,14.0,94.0,-2.1446,Stunted +1,49,14.3,94.0,-2.1446,Stunted +1,48,17.0,90.0,-2.9556,Stunted +1,48,13.7,90.0,-2.9556,Stunted +0,18,8.0,75.0,-2.6911,Stunted +0,18,8.2,73.0,-3.4326,Severely Stunted +1,18,8.5,72.5,-2.8265,Stunted +0,22,9.5,79.0,-2.4019,Stunted +0,21,9.8,75.0,-3.5262,Severely Stunted +1,29,10.0,81.0,-2.5566,Stunted +0,26,8.7,79.0,-3.088,Severely Stunted +1,17,7.5,71.0,-3.0435,Severely Stunted +1,42,13.0,90.0,-2.2246,Stunted +0,38,12.0,86.0,-2.9953,Stunted +1,16,10.0,71.2,-2.6501,Stunted +0,16,8.0,72.0,-3.1772,Severely Stunted +0,15,8.0,71.0,-3.2193,Severely Stunted +0,15,7.5,72.0,-2.8241,Stunted +0,15,8.8,72.0,-2.8241,Stunted +0,14,6.6,67.0,-4.4604,Severely Stunted +0,15,11.0,68.0,-4.4049,Severely Stunted +1,3,4.3,53.0,-3.2317,Severely Stunted +1,49,11.5,92.0,-2.6048,Stunted +1,13,6.0,68.0,-2.7447,Stunted +0,32,9.5,85.0,-2.3849,Stunted +0,32,10.2,83.0,-2.9544,Stunted +0,50,12.2,93.0,-2.6823,Stunted +1,47,11.6,93.0,-2.1404,Stunted +1,44,11.0,91.0,-2.2436,Stunted +0,43,11.5,88.0,-3.1091,Severely Stunted +0,33,12.5,86.0,-2.2656,Stunted +0,11,6.6,68.0,-2.8072,Stunted +0,21,9.5,78.0,-2.4824,Stunted +1,12,6.7,63.0,-4.2777,Severely Stunted +0,11,7.2,68.0,-2.8072,Stunted +0,18,9.2,75.5,-2.5058,Stunted +0,13,7.7,70.0,-2.8518,Stunted +1,38,10.5,84.1,-3.1617,Severely Stunted +1,27,8.6,80.0,-2.4497,Stunted +0,11,7.7,67.0,-3.2365,Severely Stunted +0,45,14.5,89.0,-3.092,Severely Stunted +0,13,7.7,69.0,-3.264,Severely Stunted +0,18,9.6,75.0,-2.6911,Stunted +0,20,7.4,76.0,-2.9139,Stunted +0,20,9.1,76.0,-2.9139,Stunted +0,18,9.6,75.0,-2.6911,Stunted +0,11,6.4,63.0,-4.9537,Severely Stunted +0,19,9.5,76.0,-2.6283,Stunted +1,30,11.5,79.0,-3.3085,Severely Stunted +0,33,12.8,85.0,-2.5463,Stunted +0,12,10.2,68.2,-3.1768,Severely Stunted +0,11,7.8,68.2,-2.7213,Stunted +0,11,9.0,63.5,-4.739,Severely Stunted +0,11,7.5,68.2,-2.7213,Stunted +1,10,7.0,65.0,-2.6268,Stunted +1,28,9.9,81.0,-2.3608,Stunted +0,8,7.6,62.0,-3.899,Severely Stunted +1,7,6.5,57.0,-4.4431,Severely Stunted +0,7,6.3,63.0,-2.8394,Stunted +1,16,6.0,65.5,-4.6899,Severely Stunted +0,10,7.0,66.0,-3.1866,Severely Stunted +1,8,6.1,62.0,-2.854,Stunted +0,8,6.3,64.0,-2.9922,Stunted +0,8,6.3,64.0,-2.9922,Stunted +0,7,5.3,61.0,-3.7606,Severely Stunted +0,16,11.3,73.0,-2.7903,Stunted +0,16,7.5,69.0,-4.3381,Severely Stunted +1,36,10.2,86.5,-2.2458,Stunted +1,4,3.3,51.0,-5.1236,Severely Stunted +0,33,11.8,85.0,-2.5463,Stunted +1,3,4.1,52.0,-3.7067,Severely Stunted +0,24,11.1,75.0,-3.9658,Severely Stunted +0,22,10.7,75.0,-3.7651,Severely Stunted +0,25,12.2,78.0,-3.2003,Severely Stunted +1,48,11.0,87.0,-3.652,Severely Stunted +1,6,7.2,60.0,-2.5287,Stunted +1,37,9.9,84.0,-3.0473,Severely Stunted +0,34,13.1,83.0,-3.2539,Severely Stunted +0,29,12.1,77.0,-4.2336,Severely Stunted +1,21,7.7,74.0,-3.1512,Severely Stunted +0,21,8.1,73.0,-4.222,Severely Stunted +0,21,8.9,71.0,-4.9179,Severely Stunted +0,20,8.9,77.0,-2.5585,Stunted +0,19,9.1,77.0,-2.2654,Stunted +0,38,9.8,89.0,-2.2053,Stunted +0,32,10.7,84.0,-2.6696,Stunted +0,54,13.0,95.0,-2.6426,Stunted +0,53,10.5,94.5,-2.6526,Stunted +1,37,10.8,87.0,-2.2686,Stunted +0,20,8.4,72.0,-4.3354,Severely Stunted +0,44,13.1,92.0,-2.235,Stunted +0,54,12.5,94.0,-2.8691,Stunted +0,60,12.0,94.5,-3.3371,Severely Stunted +0,20,7.25,73.0,-3.98,Severely Stunted +0,45,10.9,84.0,-4.3172,Severely Stunted +1,46,11.8,91.0,-2.4915,Stunted +0,40,12.0,90.0,-2.2227,Stunted +0,31,9.8,83.0,-2.7935,Stunted +0,45,13.3,92.0,-2.3569,Stunted +0,43,11.2,85.0,-3.8584,Severely Stunted +1,26,11.2,80.0,-2.2361,Stunted +1,35,10.5,83.0,-3.0165,Severely Stunted +0,29,9.8,83.0,-2.4426,Stunted +0,29,10.0,81.0,-3.0396,Severely Stunted +0,60,14.8,100.0,-2.1502,Stunted +0,43,13.5,92.0,-2.1101,Stunted +1,39,14.0,87.0,-2.5613,Stunted +1,37,13.7,86.0,-2.5282,Stunted +0,35,11.0,84.0,-3.1208,Severely Stunted +0,31,12.4,84.0,-2.5044,Stunted +0,30,10.6,80.0,-3.5043,Severely Stunted +1,30,10.4,82.0,-2.4587,Stunted +0,27,11.9,82.0,-2.3552,Stunted +0,22,6.0,73.0,-4.4467,Severely Stunted +0,18,12.5,73.0,-3.4326,Severely Stunted +1,55,13.8,95.4,-2.4773,Stunted +0,47,13.2,93.0,-2.3486,Stunted +1,34,11.0,85.6,-2.1633,Stunted +0,34,14.8,86.1,-2.3957,Stunted +0,31,13.0,84.0,-2.5044,Stunted +1,30,12.0,81.6,-2.572,Stunted +1,30,12.1,81.4,-2.6287,Stunted +0,28,12.5,83.8,-2.008,Stunted +1,28,12.4,80.9,-2.3899,Stunted +0,27,13.2,80.3,-2.8807,Stunted +1,39,9.2,78.9,-4.6177,Severely Stunted +0,30,14.5,84.0,-2.3296,Stunted +0,30,14.0,81.6,-3.0344,Severely Stunted +1,28,12.0,71.0,-5.2752,Severely Stunted +1,28,13.0,71.0,-5.2752,Severely Stunted +0,28,26.4,82.6,-2.3724,Stunted +1,25,10.1,73.6,-3.9625,Severely Stunted +1,25,14.1,75.6,-3.3525,Severely Stunted +0,19,10.8,70.8,-4.5156,Severely Stunted +0,38,14.1,90.0,-1.942,Normal +0,23,11.0,81.0,-1.9836,Normal +0,20,10.0,78.0,-2.2032,Stunted +0,20,12.0,78.0,-2.2032,Stunted +0,22,13.7,80.0,-2.0611,Stunted +1,21,12.0,75.0,-2.8252,Stunted +0,19,9.0,70.0,-4.8059,Severely Stunted +1,54,14.2,97.0,-2.0228,Stunted +0,21,9.2,76.0,-3.1783,Severely Stunted +1,59,11.1,96.0,-2.7322,Stunted +0,55,12.8,98.0,-2.0708,Stunted +1,55,13.8,94.0,-2.7834,Stunted +1,46,10.0,90.3,-2.6571,Stunted +0,36,10.3,84.9,-3.0169,Severely Stunted +1,24,6.8,72.8,-4.0031,Severely Stunted +0,55,12.2,94.0,-2.9694,Stunted +0,25,8.5,81.0,-2.2375,Stunted +1,44,10.7,86.0,-3.4491,Severely Stunted +0,35,12.0,88.0,-2.0281,Stunted +0,29,9.2,79.0,-3.6366,Severely Stunted +1,52,10.5,89.0,-3.5982,Severely Stunted +0,36,9.7,84.0,-3.2597,Severely Stunted +0,32,10.4,82.0,-3.2391,Severely Stunted +1,48,13.8,94.0,-2.027,Stunted +0,40,12.6,91.0,-1.9652,Normal +0,45,14.4,93.5,-1.9894,Normal +1,42,12.3,85.3,-3.3806,Severely Stunted +0,39,11.4,84.1,-3.6208,Severely Stunted +0,39,12.4,85.0,-3.3865,Severely Stunted +0,39,12.7,82.8,-3.9593,Severely Stunted +0,26,10.0,78.0,-3.4028,Severely Stunted +0,25,10.8,82.0,-1.9166,Normal +1,25,10.0,80.0,-2.0103,Stunted +0,60,13.6,100.0,-2.1502,Stunted +0,57,15.0,99.0,-2.0598,Stunted +1,52,11.6,95.0,-2.253,Stunted +1,51,14.2,94.0,-2.3693,Stunted +1,50,14.1,94.0,-2.2583,Stunted +0,47,13.0,93.0,-2.3486,Stunted +1,43,12.6,90.0,-2.3569,Stunted +1,36,10.1,87.0,-2.1145,Stunted +0,28,9.1,82.0,-2.5547,Stunted +1,26,7.9,79.0,-2.5364,Stunted +1,26,12.2,80.0,-2.2361,Stunted +0,23,8.2,79.0,-2.6513,Stunted +1,52,11.6,91.6,-3.0153,Severely Stunted +1,41,11.8,84.8,-3.3804,Severely Stunted +0,23,7.8,77.0,-3.3191,Severely Stunted +1,48,13.3,94.0,-2.027,Stunted +1,26,9.5,81.0,-1.9358,Normal +0,38,10.6,85.0,-3.2586,Severely Stunted +0,52,13.8,90.0,-3.5838,Severely Stunted +1,51,13.5,91.0,-3.0477,Severely Stunted +0,48,13.0,90.0,-3.1777,Severely Stunted +0,47,13.2,91.0,-2.8297,Stunted +1,44,12.8,90.0,-2.4847,Stunted +1,44,12.8,90.0,-2.4847,Stunted +0,38,12.8,89.0,-2.2053,Stunted +0,33,10.5,77.0,-4.7919,Severely Stunted +1,32,12.0,77.0,-4.1895,Severely Stunted +1,31,12.6,78.0,-3.757,Severely Stunted +1,30,11.9,75.0,-4.4416,Severely Stunted +0,28,11.9,80.7,-2.9495,Stunted +0,27,12.0,77.0,-3.9007,Severely Stunted +0,26,10.4,75.5,-4.1901,Severely Stunted +1,25,11.0,70.0,-5.0607,Severely Stunted +1,24,11.2,71.0,-4.561,Severely Stunted +0,24,11.4,70.0,-5.6024,Severely Stunted +0,24,10.6,74.6,-4.0967,Severely Stunted +0,21,10.9,76.5,-3.0043,Severely Stunted +1,21,9.5,74.5,-2.9882,Stunted +1,19,9.5,74.5,-2.4401,Stunted +0,48,14.5,95.0,-1.9855,Normal +1,44,12.0,83.0,-4.1724,Severely Stunted +1,41,13.3,90.0,-2.088,Stunted +1,20,10.6,76.0,-2.225,Stunted +1,21,10.4,76.0,-2.4992,Stunted +0,57,13.9,96.0,-2.7229,Stunted +1,55,14.6,97.0,-2.1274,Stunted +0,51,13.2,93.0,-2.7883,Stunted +0,50,13.5,94.0,-2.448,Stunted +1,44,12.5,89.0,-2.7258,Stunted +1,44,11.6,90.0,-2.4847,Stunted +0,27,11.3,83.0,-2.0461,Stunted +0,59,13.7,100.0,-2.0482,Stunted +1,52,14.0,93.0,-2.7014,Stunted +1,51,13.2,92.0,-2.8216,Stunted +1,50,14.0,93.0,-2.4864,Stunted +0,51,13.6,91.0,-3.2529,Severely Stunted +0,49,13.3,93.0,-2.5733,Stunted +1,46,13.0,89.0,-2.9645,Stunted +0,48,13.1,88.0,-3.6545,Severely Stunted +0,38,11.2,86.0,-2.9953,Stunted +0,57,14.6,93.0,-3.386,Severely Stunted +0,57,16.2,92.0,-3.607,Severely Stunted +1,56,16.4,97.5,-2.1208,Stunted +0,33,13.6,86.0,-2.2656,Stunted +1,46,15.0,92.0,-2.255,Stunted +0,56,13.8,92.0,-3.5133,Severely Stunted +1,51,12.1,93.0,-2.5955,Stunted +1,48,12.0,92.5,-2.3752,Stunted +1,44,11.3,83.0,-4.1724,Severely Stunted +1,31,8.7,81.0,-2.9185,Stunted +1,28,11.2,81.0,-2.3608,Stunted +0,54,14.0,96.0,-2.4161,Stunted +0,52,11.8,89.0,-3.8141,Severely Stunted +1,39,11.7,85.0,-3.069,Severely Stunted +1,34,11.5,85.0,-2.3246,Stunted +0,32,10.7,86.0,-2.1001,Stunted +0,31,12.0,81.0,-3.3717,Severely Stunted +1,51,15.1,95.0,-2.1432,Stunted +1,49,12.5,92.0,-2.6048,Stunted +0,44,14.6,89.0,-2.977,Stunted +0,40,11.8,80.0,-4.798,Severely Stunted +0,40,11.9,81.0,-4.5404,Severely Stunted +0,38,12.6,90.0,-1.942,Normal +0,28,12.0,80.0,-3.162,Severely Stunted +0,53,14.2,96.0,-2.31,Stunted +1,40,11.2,81.0,-4.207,Severely Stunted +1,33,9.0,81.0,-3.2469,Severely Stunted +1,56,13.1,90.0,-3.7474,Severely Stunted +0,54,13.2,90.0,-3.7751,Severely Stunted +0,49,13.2,90.0,-3.2823,Severely Stunted +1,46,14.0,92.0,-2.255,Stunted +0,45,12.1,88.0,-3.3371,Severely Stunted +1,45,12.0,83.0,-4.2795,Severely Stunted +1,37,12.1,84.0,-3.0473,Severely Stunted +1,21,8.9,75.0,-2.8252,Stunted +0,20,8.6,78.0,-2.2032,Stunted +0,58,14.0,98.0,-2.3827,Stunted +0,57,14.8,99.0,-2.0598,Stunted +0,58,14.6,97.0,-2.6019,Stunted +1,56,13.1,98.0,-2.0124,Stunted +0,56,14.6,96.0,-2.6221,Stunted +1,55,13.5,96.0,-2.3461,Stunted +1,54,13.9,97.0,-2.0228,Stunted +0,50,14.3,95.7,-2.0496,Stunted +1,49,11.2,87.7,-3.5943,Severely Stunted +0,46,14.1,94.0,-1.9889,Normal +0,41,11.3,90.9,-2.1268,Stunted +0,39,12.5,85.5,-3.2563,Severely Stunted +0,58,15.5,97.0,-2.6019,Stunted +0,57,14.0,95.0,-2.9439,Stunted +0,57,16.0,95.5,-2.8334,Stunted +1,57,13.8,98.0,-2.1137,Stunted +1,52,11.2,94.5,-2.3651,Stunted +1,51,13.6,94.7,-2.2111,Stunted +0,50,13.0,93.0,-2.6823,Stunted +0,48,13.0,93.0,-2.4624,Stunted +0,48,12.5,90.0,-3.1777,Severely Stunted +0,45,12.1,91.8,-2.4059,Stunted +0,39,12.0,90.0,-2.0847,Stunted +1,41,11.1,90.0,-2.088,Stunted +0,30,11.3,79.1,-3.7686,Severely Stunted +1,29,11.0,81.2,-2.4991,Stunted +0,29,11.2,80.2,-3.2784,Severely Stunted +0,28,9.3,76.0,-4.3768,Severely Stunted +1,27,10.3,78.2,-2.982,Stunted +1,27,9.9,78.2,-2.982,Stunted +1,27,9.9,78.1,-3.0116,Severely Stunted +0,27,11.9,78.8,-3.3443,Severely Stunted +0,26,11.6,81.2,-2.3952,Stunted +0,26,11.9,80.1,-2.7416,Stunted +0,25,10.4,77.9,-3.2324,Severely Stunted +1,25,10.1,77.2,-2.8644,Stunted +0,24,10.0,78.1,-2.9511,Stunted +1,24,9.8,76.1,-2.9803,Stunted +0,22,10.0,75.0,-3.7651,Severely Stunted +0,35,12.9,85.1,-2.8203,Stunted +1,33,12.9,84.1,-2.4028,Stunted +0,48,14.9,93.2,-2.4147,Stunted +0,20,9.4,72.7,-4.0866,Severely Stunted +1,17,9.0,71.9,-2.7276,Stunted +0,57,14.5,98.4,-2.1925,Stunted +1,57,15.4,97.0,-2.3289,Stunted +0,57,14.6,97.0,-2.5019,Stunted +1,56,14.5,96.4,-2.3594,Stunted +1,55,14.5,96.4,-2.2586,Stunted +1,55,14.7,96.7,-2.193,Stunted +0,54,12.0,97.4,-2.099,Stunted +0,54,14.5,97.3,-2.1216,Stunted +0,54,14.2,96.2,-2.3708,Stunted +1,53,14.3,95.0,-2.3598,Stunted +1,52,14.4,95.0,-2.253,Stunted +1,44,14.4,91.1,-2.2195,Stunted +1,44,14.2,91.0,-2.2436,Stunted +1,44,13.6,89.1,-2.7017,Stunted +1,42,13.2,88.8,-2.5198,Stunted +0,36,12.5,88.6,-2.0188,Stunted +0,36,12.7,88.1,-2.1537,Stunted +1,36,12.3,87.1,-2.0882,Stunted +1,34,12.1,86.2,-2.0019,Stunted +0,31,12.1,85.2,-2.1575,Stunted +1,31,12.5,84.5,-1.9404,Normal +0,31,12.2,85.2,-2.1575,Stunted +0,54,15.4,95.2,-2.5973,Stunted +0,53,14.8,96.3,-2.2415,Stunted +1,49,15.3,94.4,-2.0526,Stunted +0,56,16.1,96.6,-2.4885,Stunted +1,39,14.4,89.0,-2.0535,Stunted +0,23,12.0,77.7,-3.0854,Severely Stunted +1,24,11.3,76.0,-3.0113,Severely Stunted +1,58,16.0,98.3,-2.1483,Stunted +1,57,16.2,97.1,-2.3074,Stunted +1,56,15.2,96.2,-2.4028,Stunted +0,54,15.5,96.3,-2.3481,Stunted +1,54,16.7,95.1,-2.4416,Stunted +0,53,16.1,97.2,-2.0359,Stunted +0,53,15.3,97.1,-2.0588,Stunted +0,53,15.4,94.0,-2.7668,Stunted +1,48,15.2,91.2,-2.677,Stunted +1,48,14.9,93.0,-2.2591,Stunted +0,44,15.1,92.1,-2.2103,Stunted +0,42,13.7,89.2,-2.6863,Stunted +0,41,13.9,90.9,-2.1268,Stunted +0,40,14.1,90.2,-2.1712,Stunted +0,39,13.9,88.1,-2.5794,Stunted +0,38,12.3,89.1,-2.179,Stunted +1,35,12.4,85.2,-2.432,Stunted +0,35,11.8,84.9,-2.8749,Stunted +1,34,11.9,84.0,-2.5935,Stunted +1,34,12.0,83.8,-2.6473,Stunted +0,33,12.1,84.0,-2.827,Stunted +0,32,11.7,83.0,-2.9544,Stunted +0,31,11.8,85.1,-2.1864,Stunted +0,29,10.9,83.9,-2.1739,Stunted +0,27,11.0,80.2,-2.9116,Stunted +0,26,11.2,80.1,-2.7416,Stunted +1,25,11.6,79.7,-2.1018,Stunted +1,24,11.2,78.4,-2.2674,Stunted +1,23,10.9,77.1,-2.6532,Stunted +1,22,11.1,77.8,-2.1806,Stunted +0,26,11.0,77.9,-3.4343,Severely Stunted +1,24,10.9,77.2,-2.6393,Stunted +1,57,14.5,98.6,-1.9846,Normal +1,40,11.0,87.0,-2.6999,Stunted +0,35,10.5,84.0,-3.1208,Severely Stunted +1,58,16.0,98.3,-2.1483,Stunted +1,57,16.2,97.1,-2.3074,Stunted +1,56,15.2,96.2,-2.4028,Stunted +0,54,15.5,96.3,-2.3481,Stunted +1,54,16.7,95.1,-2.4416,Stunted +0,53,16.1,97.2,-2.0359,Stunted +0,53,15.3,97.1,-2.0588,Stunted +0,53,15.4,94.0,-2.7668,Stunted +1,48,15.2,91.2,-2.677,Stunted +1,48,15.1,92.8,-2.3055,Stunted +1,48,14.9,93.0,-2.2591,Stunted +0,44,15.1,92.1,-2.2103,Stunted +0,42,13.7,89.2,-2.6863,Stunted +0,41,13.9,90.9,-2.1268,Stunted +0,40,14.1,90.2,-2.1712,Stunted +1,40,13.1,86.3,-2.8757,Stunted +0,39,13.9,88.1,-2.5794,Stunted +1,35,12.4,85.2,-2.432,Stunted +0,35,11.8,84.9,-2.8749,Stunted +1,34,11.9,84.0,-2.5935,Stunted +1,34,12.0,83.8,-2.6473,Stunted +0,33,12.1,84.0,-2.827,Stunted +0,32,11.7,83.0,-2.9544,Stunted +0,31,11.8,85.1,-2.1864,Stunted +0,29,10.9,83.9,-2.1739,Stunted +0,27,11.0,80.2,-2.9116,Stunted +0,26,11.2,80.1,-2.7416,Stunted +1,25,11.6,79.7,-2.1018,Stunted +1,24,11.2,78.4,-2.2674,Stunted +1,23,10.9,77.1,-2.6532,Stunted +1,22,11.1,77.8,-2.1806,Stunted +0,26,11.0,77.9,-3.4343,Severely Stunted +1,24,10.9,77.2,-2.6393,Stunted +1,47,11.1,84.3,-4.1787,Severely Stunted +0,47,14.9,92.9,-2.3727,Stunted +0,46,15.2,93.3,-2.1589,Stunted +1,45,14.2,91.6,-2.2261,Stunted +0,60,17.3,99.3,-2.3013,Stunted +0,27,7.6,79.0,-3.2825,Severely Stunted +1,18,7.6,71.0,-3.3431,Severely Stunted +1,51,12.0,90.0,-3.2738,Severely Stunted +0,35,12.7,84.0,-3.1208,Severely Stunted +1,19,8.4,74.0,-2.6091,Stunted +0,38,10.7,83.0,-3.7852,Severely Stunted +0,33,9.1,85.0,-2.5463,Stunted +1,31,9.2,84.0,-2.0801,Stunted +0,30,11.6,84.0,-2.3296,Stunted +1,44,10.7,87.0,-3.208,Severely Stunted +1,26,8.1,77.0,-3.137,Severely Stunted +0,21,11.0,75.0,-3.5262,Severely Stunted +0,19,12.0,74.0,-3.3542,Severely Stunted +0,22,10.8,72.0,-4.7875,Severely Stunted +0,19,10.3,73.0,-3.7171,Severely Stunted +0,22,12.0,75.0,-3.7651,Severely Stunted +1,57,16.0,95.0,-2.7593,Stunted +1,18,7.7,75.0,-1.9656,Normal +0,17,12.0,67.0,-5.396,Severely Stunted +0,17,11.5,75.0,-2.3664,Stunted +0,18,8.6,70.0,-4.5449,Severely Stunted +1,17,10.0,71.0,-3.0435,Severely Stunted +1,17,9.1,70.0,-3.3945,Severely Stunted +0,17,9.5,76.0,-1.9877,Normal +0,20,9.8,77.0,-2.5585,Stunted +1,22,11.4,78.0,-2.1165,Stunted +0,20,11.0,78.0,-2.2032,Stunted +0,20,11.0,76.5,-2.7362,Stunted +1,20,11.0,75.0,-2.5569,Stunted +0,58,16.7,98.1,-2.3608,Stunted +0,58,16.6,97.0,-2.6019,Stunted +0,48,15.7,92.0,-2.7008,Stunted +0,48,15.5,92.0,-2.7008,Stunted +1,47,15.0,92.0,-2.3747,Stunted +0,46,15.0,91.9,-2.4987,Stunted +0,45,15.0,91.1,-2.5775,Stunted +1,43,14.7,89.4,-2.503,Stunted +0,44,14.7,90.2,-2.6802,Stunted +0,38,14.8,88.1,-2.4423,Stunted +0,35,13.2,85.1,-2.8203,Stunted +0,27,12.4,82.0,-2.3552,Stunted +0,27,12.3,82.1,-2.3243,Stunted +0,25,12.3,79.9,-2.5905,Stunted +0,17,9.8,74.0,-2.7451,Stunted +0,24,13.0,81.0,-2.0019,Stunted +1,29,10.8,75.0,-4.2803,Severely Stunted +1,45,13.0,85.0,-3.8019,Severely Stunted +0,39,12.8,90.0,-2.0847,Stunted +1,38,12.4,87.0,-2.4174,Stunted +1,20,8.5,70.0,-4.2164,Severely Stunted +0,20,10.5,72.0,-4.3354,Severely Stunted +0,16,10.1,74.0,-2.4034,Stunted +0,15,7.6,71.0,-3.2193,Severely Stunted +0,19,12.0,74.2,-3.2816,Severely Stunted +1,26,10.0,80.0,-2.2361,Stunted +0,23,8.9,79.0,-2.6513,Stunted +1,15,7.3,71.0,-2.3766,Stunted +1,16,8.0,71.0,-2.7217,Stunted +1,13,7.3,66.0,-3.5053,Severely Stunted +0,13,6.7,66.0,-4.5006,Severely Stunted +1,13,7.3,66.0,-3.5053,Severely Stunted +0,13,7.4,67.0,-4.0884,Severely Stunted +1,12,7.3,65.0,-3.501,Severely Stunted +0,10,8.5,67.0,-2.749,Stunted +0,13,7.3,63.0,-5.7372,Severely Stunted +0,12,10.0,63.0,-5.3651,Severely Stunted +1,10,5.5,66.0,-2.2216,Stunted +0,11,9.0,70.0,-1.9485,Normal +1,15,11.5,72.0,-2.0115,Stunted +0,14,10.0,71.0,-2.8457,Stunted +1,12,10.0,64.0,-3.8893,Severely Stunted +0,13,11.0,65.0,-4.9128,Severely Stunted +0,12,10.6,64.0,-4.9443,Severely Stunted +1,10,10.6,62.0,-3.8426,Severely Stunted +1,54,15.0,97.0,-2.0228,Stunted +0,48,12.8,91.0,-2.9392,Stunted +0,10,8.0,68.0,-2.3113,Stunted +0,30,14.3,85.0,-2.0359,Stunted +1,54,13.3,97.0,-2.0228,Stunted +1,40,11.2,83.0,-3.7046,Severely Stunted +0,28,11.2,82.0,-2.5547,Stunted +1,8,6.7,63.0,-2.4312,Stunted +0,11,7.3,61.0,-5.8123,Severely Stunted +0,8,8.1,63.0,-3.4456,Severely Stunted +0,10,6.9,68.0,-2.3113,Stunted +1,24,9.0,76.0,-3.0113,Severely Stunted +0,8,6.7,64.2,-2.9015,Stunted +0,42,14.1,89.0,-2.7368,Stunted +0,15,9.2,73.0,-2.4289,Stunted +0,17,7.0,75.0,-2.3664,Stunted +0,17,8.7,75.0,-2.3664,Stunted +0,32,12.2,86.0,-2.1001,Stunted +0,15,9.2,73.0,-2.4289,Stunted +0,12,9.1,70.0,-2.4193,Stunted +0,33,10.5,77.0,-4.7919,Severely Stunted +1,21,8.4,72.2,-3.7381,Severely Stunted +1,12,9.5,63.0,-4.2777,Severely Stunted +0,39,11.9,90.5,-1.9546,Normal +0,7,7.0,63.0,-2.8394,Stunted +1,7,5.6,61.0,-2.7155,Stunted +1,7,7.0,61.0,-2.7155,Stunted +0,9,7.0,67.0,-2.2149,Stunted +1,8,6.5,63.0,-2.4312,Stunted +1,7,6.6,62.0,-2.2836,Stunted +0,9,7.0,63.0,-3.9981,Severely Stunted +0,8,7.0,64.0,-2.9922,Stunted +1,7,8.0,60.0,-3.1474,Severely Stunted +0,7,7.0,60.0,-4.2212,Severely Stunted +0,6,8.0,58.0,-4.4964,Severely Stunted +0,9,7.0,66.0,-2.6607,Stunted +0,8,7.0,65.0,-2.5388,Stunted +1,8,6.9,63.0,-2.4312,Stunted +0,8,7.9,62.0,-3.899,Severely Stunted +1,7,5.2,57.0,-4.4431,Severely Stunted +0,16,9.0,73.0,-2.7903,Stunted +0,7,6.8,64.0,-2.3788,Stunted +0,56,15.9,97.9,-2.1988,Stunted +1,48,14.1,93.0,-2.2591,Stunted +0,44,14.6,91.3,-2.4082,Stunted +1,43,14.5,88.0,-2.8439,Stunted +0,42,13.2,91.0,-2.2324,Stunted +1,32,11.8,81.3,-3.0036,Severely Stunted +0,31,11.8,81.5,-3.2272,Severely Stunted +0,30,12.0,82.0,-2.9169,Stunted +1,30,12.6,80.7,-2.827,Stunted +0,29,11.0,80.7,-3.1291,Severely Stunted +1,23,10.6,78.0,-2.3696,Stunted +1,27,10.5,79.0,-2.7454,Stunted +1,24,10.6,79.0,-2.0814,Stunted +1,17,9.5,71.0,-3.0435,Severely Stunted +1,18,7.5,71.2,-3.2742,Severely Stunted +1,15,8.3,68.2,-3.3988,Severely Stunted +1,13,7.6,63.0,-4.6462,Severely Stunted +1,17,9.5,70.0,-3.3945,Severely Stunted +1,38,12.6,83.3,-3.367,Severely Stunted +0,31,12.3,84.3,-2.4177,Stunted +0,24,13.0,81.0,-2.0019,Stunted +0,18,10.4,74.0,-3.0619,Severely Stunted +0,20,10.2,77.0,-2.5585,Stunted +1,20,10.0,74.0,-2.8888,Stunted +0,19,11.0,75.0,-2.9912,Stunted +0,17,13.0,75.0,-2.3664,Stunted +0,16,10.0,73.0,-2.7903,Stunted +0,10,9.0,68.0,-2.3113,Stunted +0,11,9.0,65.0,-4.0951,Severely Stunted +0,45,18.0,90.0,-2.847,Stunted +0,43,13.0,90.0,-2.6096,Stunted +0,42,12.2,90.0,-2.4846,Stunted +0,43,12.3,90.0,-2.6096,Stunted +0,36,14.0,87.0,-2.4504,Stunted +1,33,10.4,81.0,-3.2469,Severely Stunted +1,33,10.9,85.0,-2.1577,Stunted +0,31,14.0,78.0,-4.239,Severely Stunted +1,30,12.3,78.0,-3.5918,Severely Stunted +1,29,11.8,79.0,-3.1311,Severely Stunted +0,29,10.2,83.0,-2.4426,Stunted +0,24,9.5,76.0,-3.6385,Severely Stunted +1,21,9.5,75.0,-2.8252,Stunted +0,21,10.0,76.0,-3.1783,Severely Stunted +1,21,9.0,73.0,-3.4773,Severely Stunted +1,18,9.0,70.0,-3.6875,Severely Stunted +1,14,8.7,68.0,-3.1228,Severely Stunted +1,12,8.7,66.0,-3.1126,Severely Stunted +0,12,8.5,69.0,-2.8401,Stunted +0,37,12.3,85.0,-3.1271,Severely Stunted +0,26,11.4,80.0,-2.7731,Stunted +0,30,11.6,76.0,-4.6789,Severely Stunted +0,31,12.0,79.0,-3.9499,Severely Stunted +0,25,9.6,78.0,-3.2003,Severely Stunted +0,8,6.0,62.0,-3.899,Severely Stunted +0,8,7.8,65.0,-2.5388,Stunted +0,7,6.9,65.0,-1.9182,Normal +0,6,8.2,62.0,-2.6275,Stunted +1,7,6.9,54.4,-5.566,Severely Stunted +0,9,7.1,64.0,-3.5523,Severely Stunted +1,7,4.4,54.0,-5.7388,Severely Stunted +1,6,3.6,61.0,-2.0875,Stunted +1,5,4.6,52.0,-5.4254,Severely Stunted +1,5,4.2,52.0,-5.4254,Severely Stunted +0,5,6.0,57.0,-4.2162,Severely Stunted +1,4,6.0,50.8,-5.2161,Severely Stunted +1,7,7.8,56.0,-4.875,Severely Stunted +1,4,4.4,50.0,-5.5857,Severely Stunted +1,4,4.4,50.0,-5.5857,Severely Stunted +0,4,5.8,60.0,-1.8676,Normal +1,4,3.7,52.0,-4.6616,Severely Stunted +1,4,4.0,51.0,-5.1236,Severely Stunted +0,5,5.4,60.0,-2.7954,Stunted +1,4,4.0,51.0,-5.1236,Severely Stunted +0,4,4.5,52.0,-5.7123,Severely Stunted +1,4,3.6,53.0,-4.1996,Severely Stunted +1,4,3.5,55.0,-3.2756,Severely Stunted +0,3,4.0,53.0,-4.1231,Severely Stunted +1,4,4.0,51.0,-5.1236,Severely Stunted +1,4,3.7,52.0,-4.6616,Severely Stunted +1,3,4.2,53.0,-3.2317,Severely Stunted +0,4,5.8,60.0,-1.8676,Normal +0,3,4.0,54.0,-3.634,Severely Stunted +1,3,4.3,52.0,-3.7067,Severely Stunted +1,4,3.5,55.0,-3.2756,Severely Stunted +1,7,6.7,58.0,-4.0112,Severely Stunted +1,3,4.4,51.0,-4.1818,Severely Stunted +0,3,4.3,51.0,-5.1014,Severely Stunted +0,3,4.7,57.0,-2.1665,Stunted +0,3,5.2,50.0,-5.5906,Severely Stunted +0,4,5.4,59.0,-2.3482,Stunted +0,2,5.5,52.0,-3.2117,Severely Stunted +0,2,3.6,52.0,-3.2117,Severely Stunted +0,3,4.5,53.0,-4.1231,Severely Stunted +1,4,4.3,58.0,-1.8896,Normal +1,32,9.0,81.0,-3.0863,Severely Stunted +1,3,4.2,54.0,-2.7566,Stunted +0,2,4.5,52.0,-3.2117,Severely Stunted +0,1,3.5,51.0,-1.9133,Normal +0,1,3.2,50.0,-2.4271,Stunted +1,0,2.7,45.0,-2.2267,Stunted +0,39,10.9,87.0,-2.8658,Stunted +0,0,2.27,46.0,-2.0518,Stunted +0,1,3.8,51.0,-1.9133,Normal +0,0,1.9,45.0,-2.58,Stunted +0,5,6.6,62.0,-1.8482,Normal +0,0,1.93,45.0,-2.58,Stunted +1,1,4.4,48.0,-2.9102,Stunted +1,2,3.8,51.0,-2.9798,Stunted +0,2,3.8,52.1,-3.1617,Severely Stunted +0,1,3.5,51.0,-1.9133,Normal +0,7,7.5,62.4,-3.1157,Severely Stunted +0,7,9.2,63.5,-2.6091,Stunted +1,0,1.37,42.0,-3.8373,Severely Stunted +0,0,2.0,44.0,-3.1082,Severely Stunted +1,0,1.9,43.0,-3.3004,Severely Stunted +0,27,10.8,77.0,-3.9007,Severely Stunted +1,23,8.7,78.0,-2.3696,Stunted +0,57,12.5,93.0,-3.386,Severely Stunted +0,40,13.1,91.0,-1.9652,Normal +0,55,14.7,97.0,-2.2955,Stunted +1,35,9.4,82.0,-3.2822,Severely Stunted +0,50,12.5,96.0,-1.9793,Normal +0,54,12.5,97.0,-2.1896,Stunted +1,51,12.1,95.0,-2.1432,Stunted +1,45,12.3,90.0,-2.6081,Stunted +1,39,12.4,88.0,-2.3074,Stunted +0,22,9.6,79.0,-2.4019,Stunted +1,0,1.6,44.0,-2.7636,Stunted +1,0,1.6,44.0,-2.7636,Stunted +1,55,11.7,95.0,-2.5647,Stunted +0,54,14.1,93.0,-3.0956,Severely Stunted +1,50,12.4,94.0,-2.2583,Stunted +1,29,10.7,83.0,-1.982,Normal +1,29,10.3,82.0,-2.2693,Stunted +0,29,9.9,81.0,-3.0396,Severely Stunted +1,58,14.5,98.0,-2.2124,Stunted +0,26,10.0,82.0,-2.1433,Stunted +1,31,8.0,84.0,-2.0801,Stunted +1,39,10.2,87.0,-2.5613,Stunted +0,36,13.4,86.0,-2.7202,Stunted +0,31,12.3,80.0,-3.6608,Severely Stunted +1,23,7.7,75.0,-3.3149,Severely Stunted +0,22,8.4,75.0,-3.7651,Severely Stunted +0,23,9.1,73.0,-4.6546,Severely Stunted +0,21,9.2,79.0,-2.1345,Stunted +1,49,13.2,93.0,-2.3747,Stunted +0,40,10.0,90.0,-2.2227,Stunted +0,35,10.7,88.0,-2.0281,Stunted +0,55,10.7,95.0,-2.7447,Stunted +0,41,15.5,91.0,-2.1013,Stunted +1,39,10.9,88.0,-2.3074,Stunted +0,22,8.2,74.0,-4.1059,Severely Stunted +0,46,13.3,94.0,-1.9889,Normal +0,56,12.0,96.0,-2.6221,Stunted +1,49,11.9,94.0,-2.1446,Stunted +0,59,15.0,100.0,-2.0482,Stunted +0,47,10.0,83.5,-4.634,Severely Stunted +1,48,12.2,93.0,-2.2591,Stunted +0,33,10.2,85.0,-2.5463,Stunted +0,45,11.7,88.0,-3.3371,Severely Stunted +1,38,10.6,88.0,-2.1607,Stunted +0,40,11.2,91.0,-1.9652,Normal +1,49,11.5,92.0,-2.6048,Stunted +0,31,9.5,85.0,-2.2153,Stunted +0,31,10.2,83.0,-2.7935,Stunted +1,47,11.6,93.0,-2.1404,Stunted +1,43,11.0,91.0,-2.1134,Stunted +0,42,11.5,88.0,-2.989,Stunted +1,41,14.3,89.0,-2.3366,Stunted +1,40,13.7,88.0,-2.4488,Stunted +0,37,9.7,87.0,-2.5941,Stunted +0,33,12.5,86.0,-2.2656,Stunted +1,35,10.2,86.5,-2.0866,Stunted +0,31,11.8,85.0,-2.2153,Stunted +0,29,12.3,84.0,-2.1441,Stunted +0,23,9.0,80.0,-2.3174,Stunted +0,48,13.0,95.1,-1.9617,Normal +1,32,12.7,84.6,-2.0935,Stunted +1,29,12.1,83.2,-1.9245,Normal +1,40,9.6,79.3,-4.634,Severely Stunted +1,35,10.6,81.2,-3.4947,Severely Stunted +0,32,14.2,86.2,-2.0432,Stunted +0,40,14.5,91.0,-1.9652,Normal +0,23,9.4,80.0,-2.3174,Stunted +1,52,16.0,96.0,-2.0288,Stunted +1,23,12.0,79.0,-2.0545,Stunted +1,46,14.5,93.0,-2.0184,Stunted +1,30,9.5,83.8,-1.9488,Normal +0,23,8.5,78.0,-2.9852,Stunted +0,57,13.0,99.0,-2.0598,Stunted +1,57,14.0,95.0,-2.7593,Stunted +1,56,12.7,98.0,-2.0124,Stunted +0,38,10.5,84.0,-3.5219,Severely Stunted +1,36,18.0,87.0,-2.1145,Stunted +1,26,7.2,74.0,-4.038,Severely Stunted +1,46,11.1,88.0,-3.2011,Severely Stunted +0,37,12.4,89.0,-2.0611,Stunted +1,54,10.9,89.0,-3.7865,Severely Stunted +0,38,10.1,85.0,-3.2586,Severely Stunted +1,43,12.1,86.2,-3.2822,Severely Stunted +0,40,13.1,82.8,-4.0769,Severely Stunted +0,25,8.8,79.0,-2.8794,Stunted +1,53,12.0,91.6,-3.1157,Severely Stunted +0,25,8.5,77.0,-3.5212,Severely Stunted +1,50,12.2,90.0,-3.1706,Severely Stunted +0,53,15.2,97.0,-2.0816,Stunted +0,39,10.4,85.5,-3.2563,Severely Stunted +0,32,12.0,80.0,-3.8086,Severely Stunted +1,31,12.0,82.0,-2.6391,Stunted +0,31,12.0,82.0,-3.0826,Severely Stunted +0,33,12.7,86.0,-2.2656,Stunted +0,24,12.6,79.0,-2.6565,Stunted +1,27,12.4,81.0,-2.1539,Stunted +0,26,13.4,82.3,-2.0488,Stunted +1,59,14.9,99.0,-2.0966,Stunted +1,42,12.0,88.5,-2.5935,Stunted +0,37,10.0,82.5,-3.7933,Severely Stunted +0,29,7.8,79.0,-3.6366,Severely Stunted +1,20,8.0,73.0,-3.2207,Severely Stunted +0,37,12.9,87.0,-2.5941,Stunted +1,21,8.4,74.0,-3.1512,Severely Stunted +0,32,12.2,86.0,-2.1001,Stunted +1,46,11.1,89.0,-2.9645,Stunted +0,32,9.6,81.0,-3.5239,Severely Stunted +0,32,9.3,86.0,-2.1001,Stunted +0,23,10.3,80.5,-2.1505,Stunted +0,23,11.0,80.0,-2.3174,Stunted +0,21,12.0,74.0,-3.8741,Severely Stunted +0,20,10.0,78.0,-2.2032,Stunted +0,24,11.1,75.0,-3.9658,Severely Stunted +0,21,10.7,75.0,-3.5262,Severely Stunted +0,24,12.2,78.0,-2.9838,Stunted +1,47,11.0,87.0,-3.5462,Severely Stunted +1,20,7.9,76.2,-2.1586,Stunted +1,23,10.6,79.4,-1.9284,Normal +0,19,12.2,76.2,-2.5557,Stunted +0,19,10.0,78.0,-1.9024,Normal +0,22,10.2,79.0,-2.4019,Stunted +1,18,8.1,74.6,-2.1034,Stunted +0,22,11.7,80.0,-2.0611,Stunted +0,22,11.6,78.0,-2.7427,Stunted +1,22,11.3,76.0,-2.7575,Stunted +0,21,11.2,79.0,-2.1345,Stunted +1,20,11.5,76.0,-2.225,Stunted +1,27,13.4,81.0,-2.1539,Stunted +1,31,8.1,77.0,-4.0364,Severely Stunted +1,48,14.0,94.0,-2.027,Stunted +1,48,14.3,94.0,-2.027,Stunted +1,47,17.0,90.0,-2.8433,Stunted +1,47,13.7,90.0,-2.8433,Stunted +0,16,8.0,75.0,-2.0164,Stunted +0,17,8.2,73.0,-3.1238,Severely Stunted +1,17,8.5,72.5,-2.517,Stunted +0,21,9.5,79.0,-2.1345,Stunted +0,20,9.8,75.0,-3.2693,Severely Stunted +1,28,10.0,81.0,-2.3608,Stunted +0,25,8.7,79.0,-2.8794,Stunted +1,16,7.5,71.0,-2.7217,Stunted +1,41,13.0,90.0,-2.088,Stunted +0,37,12.0,86.0,-2.8606,Stunted +1,15,10.0,71.2,-2.3036,Stunted +0,15,8.0,72.0,-2.8241,Stunted +0,13,8.0,71.0,-2.4396,Stunted +0,14,7.5,72.0,-2.4421,Stunted +0,14,8.8,72.0,-2.4421,Stunted +0,13,6.6,67.0,-4.0884,Severely Stunted +0,17,9.2,75.5,-2.1771,Stunted +0,15,11.3,73.0,-2.4289,Stunted +0,15,7.5,69.0,-4.0097,Severely Stunted +1,12,6.0,68.0,-2.3359,Stunted +0,13,9.9,71.0,-2.4396,Stunted +0,16,7.9,73.0,-2.7903,Stunted +0,15,10.8,73.0,-2.4289,Stunted +1,14,10.6,67.0,-3.4953,Severely Stunted +0,15,11.5,68.0,-4.4049,Severely Stunted +0,14,11.0,68.0,-4.0567,Severely Stunted +0,50,12.2,93.0,-2.6823,Stunted +0,32,10.0,86.0,-2.1001,Stunted +1,42,11.7,86.0,-3.2084,Severely Stunted +0,30,11.7,85.0,-2.0359,Stunted +1,19,10.0,74.5,-2.4401,Stunted +0,10,6.6,68.0,-2.3113,Stunted +0,20,9.5,78.0,-2.2032,Stunted +1,10,6.7,63.0,-3.4373,Severely Stunted +0,10,7.2,68.0,-2.3113,Stunted +1,10,7.8,66.0,-2.2216,Stunted +0,12,7.7,70.0,-2.4193,Stunted +1,37,10.5,84.1,-3.0213,Severely Stunted +1,26,8.6,80.0,-2.2361,Stunted +0,10,7.7,67.0,-2.749,Stunted +0,44,14.5,89.0,-2.977,Stunted +0,11,7.7,69.0,-2.3778,Stunted +0,17,9.6,75.0,-2.3664,Stunted +0,19,7.4,76.0,-2.6283,Stunted +0,18,9.1,76.0,-2.3204,Stunted +0,17,9.6,75.0,-2.3664,Stunted +0,10,6.4,63.0,-4.4996,Severely Stunted +0,18,9.5,76.0,-2.3204,Stunted +1,29,11.5,79.0,-3.1311,Severely Stunted +0,32,12.8,85.0,-2.3849,Stunted +0,11,10.2,68.2,-2.7213,Stunted +0,10,7.8,68.2,-2.2238,Stunted +0,10,9.0,63.5,-4.2808,Severely Stunted +0,10,7.5,68.2,-2.2238,Stunted +1,9,7.0,65.0,-2.1292,Stunted +1,27,9.9,81.0,-2.1539,Stunted +0,7,7.6,62.0,-3.3,Severely Stunted +1,6,6.5,57.0,-3.8524,Severely Stunted +0,6,6.3,63.0,-2.1603,Stunted +0,9,7.0,66.0,-2.6607,Stunted +1,7,6.1,62.0,-2.2836,Stunted +0,7,6.3,64.0,-2.3788,Stunted +0,7,6.3,64.0,-2.3788,Stunted +0,5,5.3,61.0,-2.3218,Stunted +1,6,6.1,61.0,-2.0875,Stunted +1,5,6.3,60.0,-1.8175,Normal +1,34,9.7,83.0,-2.8625,Stunted +1,2,3.3,51.0,-2.9798,Stunted +0,41,10.9,88.1,-2.8403,Stunted +1,2,4.1,52.0,-2.4887,Stunted +1,4,5.0,56.0,-2.8136,Stunted +1,3,4.3,53.0,-3.2317,Severely Stunted +1,5,7.2,60.0,-1.8175,Normal +0,0,1.495,42.0,-4.1647,Severely Stunted +0,1,3.6,50.5,-2.1702,Stunted +1,0,1.8,40.0,-4.911,Severely Stunted +1,57,13.5,98.0,-2.1137,Stunted +0,47,15.0,98.5,-1.0254,Normal +1,46,13.7,98.8,-0.6466,Normal +0,49,11.7,91.4,-2.9514,Stunted +1,44,16.5,101.4,0.2638,Normal +1,43,12.6,91.5,-1.9917,Normal +0,42,11.2,92.9,-1.7532,Normal +0,42,12.1,94.7,-1.2992,Normal +1,42,12.6,93.2,-1.4376,Normal +1,41,15.0,99.0,0.1487,Normal +0,39,12.7,90.6,-1.9285,Normal +0,39,15.0,94.0,-1.0433,Normal +1,38,13.1,91.4,-1.2881,Normal +0,35,12.6,92.7,-0.7441,Normal +0,33,10.7,86.6,-2.0972,Stunted +0,32,10.6,85.2,-2.3279,Stunted +0,31,11.9,89.0,-1.059,Normal +0,31,8.2,76.2,-4.7593,Severely Stunted +1,34,10.8,88.4,-1.4103,Normal +0,27,10.9,84.7,-1.5206,Normal +1,24,7.2,75.0,-3.3212,Severely Stunted +0,22,11.2,87.0,0.3245,Normal +0,23,10.9,84.0,-0.9819,Normal +0,23,17.7,87.0,0.0197,Normal +1,20,10.3,79.0,-1.2293,Normal +1,13,8.3,72.0,-1.2236,Normal +1,10,8.2,71.0,-0.1953,Normal +0,10,6.4,68.5,-2.0925,Stunted +1,6,7.2,65.0,-0.3226,Normal +0,5,5.7,62.5,-1.6114,Normal +1,5,5.1,63.3,-0.3293,Normal +1,4,7.2,63.0,0.4205,Normal +0,2,5.2,59.0,0.2875,Normal +1,2,4.7,53.0,-1.9975,Normal +1,34,13.8,95.2,0.4183,Normal +0,9,8.6,74.0,0.9055,Normal +1,7,8.7,71.0,1.6035,Normal +0,12,9.6,75.7,-0.0205,Normal +0,24,12.2,87.8,0.2239,Normal +0,36,14.3,96.1,0.0045,Normal +0,36,14.1,95.8,-0.0765,Normal +1,24,11.5,86.4,0.2122,Normal +1,24,11.8,86.9,0.3672,Normal +1,48,16.1,102.7,-0.0072,Normal +1,48,15.8,102.0,-0.1697,Normal +1,15,9.5,77.5,-0.0036,Normal +1,17,10.0,79.5,-0.06,Normal +0,41,15.2,99.2,-0.0117,Normal +0,41,14.8,98.0,-0.3175,Normal +0,37,14.0,94.0,-0.7285,Normal +1,38,14.2,95.0,-0.3641,Normal +1,40,14.5,97.2,-0.138,Normal +1,37,13.9,94.0,-0.4516,Normal +1,30,13.2,91.7,0.289,Normal +1,26,12.1,87.5,0.0162,Normal +1,35,14.0,94.0,-0.0939,Normal +0,16,9.2,76.5,-1.436,Normal +0,38,14.2,95.5,-0.4937,Normal +0,18,10.5,81.2,-0.3925,Normal +0,27,12.6,88.7,-0.2843,Normal +1,28,12.8,89.4,0.0873,Normal +1,26,12.4,87.8,0.1062,Normal +1,27,12.6,88.5,0.0642,Normal +1,26,12.3,87.5,0.0162,Normal +1,30,12.9,90.2,-0.1359,Normal +1,23,11.4,85.0,-0.1639,Normal +0,56,17.5,107.2,-0.1269,Normal +0,52,16.8,104.5,-0.2441,Normal +0,46,15.8,101.2,-0.2411,Normal +0,47,16.1,102.0,-0.1834,Normal +1,46,15.5,100.8,-0.1735,Normal +1,43,15.2,99.5,-0.0437,Normal +1,42,14.8,98.4,-0.1586,Normal +1,40,14.5,97.2,-0.138,Normal +1,35,13.8,93.5,-0.2267,Normal +1,34,13.9,94.2,0.1494,Normal +0,34,14.1,94.5,-0.0701,Normal +0,31,13.4,92.0,-0.1917,Normal +0,29,12.7,89.4,-0.5322,Normal +0,28,12.9,89.6,-0.2466,Normal +1,29,12.6,89.0,-0.2583,Normal +1,27,12.3,88.2,-0.0245,Normal +1,26,12.1,87.0,-0.134,Normal +1,25,11.9,86.2,-0.1191,Normal +1,30,13.0,90.5,-0.0509,Normal +1,35,13.9,93.8,-0.147,Normal +0,37,14.1,94.8,-0.5153,Normal +0,42,15.0,98.8,-0.2652,Normal +0,57,17.8,108.0,-0.0707,Normal +0,47,15.9,101.5,-0.3037,Normal +1,33,13.5,92.2,-0.1971,Normal +1,38,14.5,96.0,-0.1075,Normal +1,28,12.8,89.2,0.029,Normal +1,37,14.3,95.2,-0.1401,Normal +1,59,18.2,109.5,0.1282,Normal +1,14,10.1,78.5,0.7892,Normal +0,41,14.9,98.0,-0.3175,Normal +0,38,14.3,95.8,-0.4147,Normal +0,51,15.0,104.0,-0.2332,Normal +1,35,11.7,90.0,-1.1566,Normal +0,25,10.4,84.0,-1.2747,Normal +1,13,7.6,71.0,-1.6039,Normal +1,13,8.5,76.0,0.2975,Normal +0,13,8.1,72.0,-2.0274,Stunted +0,9,7.9,72.0,0.014,Normal +0,8,7.1,67.0,-1.632,Normal +0,8,8.0,70.0,-0.2718,Normal +0,7,8.2,69.0,-0.0758,Normal +0,6,7.5,69.0,0.6431,Normal +0,5,5.76,62.0,-1.8482,Normal +0,0,2.9,48.0,-0.9953,Normal +1,0,3.0,52.0,1.5313,Normal +0,58,14.4,101.0,-1.725,Normal +0,55,14.3,102.0,-1.1723,Normal +0,50,13.5,98.6,-1.3701,Normal +1,45,12.3,94.3,-1.5815,Normal +1,43,12.7,91.0,-2.1134,Stunted +0,38,13.7,90.0,-1.942,Normal +1,36,11.7,91.5,-0.9327,Normal +0,38,11.2,90.0,-1.942,Normal +1,33,13.4,91.0,-0.5239,Normal +0,30,11.1,88.0,-1.1549,Normal +1,29,11.5,88.0,-0.5456,Normal +1,29,10.5,84.0,-1.6947,Normal +0,28,9.9,87.0,-1.0362,Normal +1,27,11.9,88.0,-0.0837,Normal +1,26,11.5,85.0,-0.7346,Normal +0,26,9.4,87.0,-0.5688,Normal +0,25,11.0,84.0,-1.2747,Normal +0,24,13.0,86.3,-0.2671,Normal +1,22,10.7,81.0,-1.1551,Normal +0,22,10.8,85.0,-0.3571,Normal +0,21,9.0,80.0,-1.7865,Normal +0,20,9.9,78.0,-2.2032,Stunted +1,20,8.0,77.0,-1.8931,Normal +0,19,10.9,80.0,-1.1766,Normal +0,19,9.18,81.0,-0.8136,Normal +1,18,8.2,70.0,-3.6875,Severely Stunted +1,18,7.8,72.0,-2.9987,Stunted +1,18,10.8,81.0,0.1006,Normal +1,17,11.5,80.5,0.291,Normal +1,18,9.5,77.0,-1.2769,Normal +0,17,9.9,75.0,-2.3664,Stunted +0,16,11.5,77.0,-1.2426,Normal +1,15,7.9,73.0,-1.6464,Normal +1,15,8.3,76.0,-0.5512,Normal +1,14,9.1,72.0,-1.6325,Normal +0,14,10.6,80.0,0.7873,Normal +1,13,8.2,72.0,-1.2236,Normal +0,13,8.2,73.0,-1.6152,Normal +1,12,8.5,73.0,-0.3942,Normal +1,12,8.5,76.0,0.7709,Normal +1,11,6.9,69.0,-1.496,Normal +1,10,8.2,72.0,0.21,Normal +0,8,10.4,71.0,0.1816,Normal +1,7,6.7,67.0,-0.1241,Normal +0,9,8.9,69.0,-1.3234,Normal +1,6,7.2,68.0,1.0011,Normal +0,6,6.9,67.0,-0.2914,Normal +0,5,6.0,62.0,-1.8482,Normal +1,5,7.7,67.0,1.3394,Normal +1,5,5.3,60.0,-1.8175,Normal +0,4,5.5,62.0,-0.9064,Normal +1,2,4.6,56.0,-0.5242,Normal +1,1,3.9,54.0,0.1601,Normal +0,1,5.1,58.0,1.6828,Normal +0,5,7.9,67.0,0.5197,Normal +1,0,2.6,49.0,-0.0793,Normal +1,0,2.9,48.0,-0.6161,Normal +1,11,7.2,67.0,-2.2894,Stunted +1,5,5.2,53.0,-4.9744,Severely Stunted +0,2,4.8,55.0,-1.712,Normal +0,2,2.9,49.0,-4.7113,Severely Stunted +0,1,5.6,59.0,2.1965,Normal +0,0,1.8,47.0,-1.5235,Normal +0,1,3.9,51.0,-1.9133,Normal +1,9,10.1,81.0,4.4941,Normal +0,7,8.9,77.0,3.609,Normal +0,1,3.4,50.0,-2.4271,Stunted +0,2,5.8,62.0,1.7871,Normal +1,0,2.6,49.0,-0.0793,Normal +1,0,3.4,51.0,0.9944,Normal +0,1,2.4,46.0,-4.482,Severely Stunted +1,2,5.3,59.0,0.9492,Normal +0,1,2.3,46.0,-4.482,Severely Stunted +0,2,4.1,53.0,-2.7118,Stunted +1,40,12.4,93.6,-1.0422,Normal +1,45,15.0,98.0,-0.6981,Normal +1,42,11.6,92.0,-1.7327,Normal +0,43,14.5,97.5,-0.7364,Normal +1,40,12.5,92.0,-1.4441,Normal +1,37,13.0,93.0,-0.7112,Normal +1,33,8.9,73.0,-5.4254,Severely Stunted +1,33,11.1,84.0,-2.43,Stunted +1,32,11.5,83.0,-2.5347,Stunted +1,31,9.5,81.0,-2.9185,Stunted +0,31,11.0,88.0,-1.3481,Normal +0,31,14.6,87.0,-1.6372,Normal +1,30,15.5,89.0,-0.4758,Normal +0,30,11.7,88.0,-1.1549,Normal +0,30,12.4,88.0,-1.1549,Normal +0,28,11.6,88.7,-0.5199,Normal +0,27,10.0,88.0,-0.5006,Normal +0,26,11.2,86.0,-0.8837,Normal +0,26,10.0,85.3,-1.1042,Normal +1,25,9.5,78.5,-2.4679,Stunted +1,25,9.5,74.0,-3.8405,Severely Stunted +0,22,9.8,79.0,-2.4019,Stunted +0,24,10.6,87.0,-0.038,Normal +0,24,10.3,82.0,-1.6746,Normal +0,22,11.5,85.0,-0.3571,Normal +0,22,9.7,80.0,-2.0611,Stunted +1,21,9.2,70.0,-4.4554,Severely Stunted +0,21,10.4,82.0,-1.0907,Normal +0,21,13.4,83.0,-0.7428,Normal +1,21,8.4,78.0,-1.8471,Normal +1,21,11.1,77.0,-2.1731,Stunted +0,21,11.4,82.0,-1.0907,Normal +1,20,8.2,75.0,-2.5569,Stunted +1,20,9.8,77.0,-1.8931,Normal +0,19,10.3,82.0,-0.4507,Normal +1,19,11.6,76.0,-1.933,Normal +0,18,8.4,76.0,-2.3204,Stunted +0,18,7.6,73.0,-3.4326,Severely Stunted +0,18,8.8,76.0,-2.3204,Stunted +0,17,10.9,80.0,-0.4729,Normal +0,17,9.0,74.0,-2.7451,Stunted +1,16,9.8,78.0,-0.2167,Normal +0,15,7.9,72.0,-2.8241,Stunted +1,14,7.9,72.0,-1.6325,Normal +1,14,7.8,74.0,-0.8874,Normal +0,14,9.9,74.0,-1.6347,Normal +0,13,8.2,75.0,-0.7908,Normal +0,12,10.0,75.0,-0.3151,Normal +1,12,8.7,70.0,-1.5592,Normal +0,12,8.2,71.0,-1.9985,Normal +0,12,8.8,73.0,-1.1568,Normal +0,10,8.1,70.0,-1.436,Normal +1,10,7.8,60.0,-4.6531,Severely Stunted +1,9,7.9,70.0,-0.0594,Normal +0,9,7.6,69.0,-1.3234,Normal +1,9,9.9,70.0,-0.0594,Normal +1,4,6.5,67.0,2.2685,Normal +0,9,8.1,70.0,-0.8776,Normal +0,8,9.4,71.0,0.1816,Normal +1,8,8.5,66.0,-1.1627,Normal +0,8,7.3,66.0,-2.0854,Stunted +0,7,7.2,66.0,-1.4576,Normal +0,6,7.7,64.0,-1.693,Normal +1,6,5.9,62.0,-1.6463,Normal +1,4,6.0,62.0,-0.0415,Normal +0,4,6.3,60.0,-1.8676,Normal +0,5,7.3,63.0,-1.3746,Normal +0,3,6.5,64.0,1.2575,Normal +0,2,4.7,57.0,-0.7123,Normal +0,5,7.0,63.0,-1.3746,Normal +1,3,5.8,61.0,0.5687,Normal +0,3,5.9,60.0,-0.6991,Normal +1,3,5.1,58.0,-0.8565,Normal +1,3,5.1,55.0,-2.2816,Stunted +0,2,4.7,57.0,-0.7123,Normal +1,2,5.8,62.0,2.4225,Normal +1,0,4.7,53.5,2.3366,Normal +0,0,4.5,55.0,2.7023,Normal +1,0,4.1,53.0,2.0681,Normal +0,5,8.9,71.0,2.4141,Normal +1,0,5.4,56.0,3.6787,Normal +0,54,15.6,103.0,-0.8305,Normal +1,45,13.0,95.0,-1.4144,Normal +0,43,15.2,97.0,-0.8613,Normal +1,43,12.6,95.0,-1.1395,Normal +1,41,15.8,95.0,-0.8454,Normal +0,39,9.8,88.0,-2.6055,Stunted +1,39,11.9,91.0,-1.5457,Normal +1,38,11.0,89.0,-1.904,Normal +0,38,13.2,92.0,-1.4153,Normal +1,33,10.6,87.0,-1.6131,Normal +0,27,10.6,85.0,-1.4279,Normal +0,28,11.8,87.0,-1.0362,Normal +0,28,11.0,83.0,-2.251,Stunted +1,25,10.2,81.0,-1.7053,Normal +1,25,9.0,83.0,-1.0952,Normal +0,23,12.1,84.0,-0.9819,Normal +0,17,12.4,81.0,-0.0942,Normal +1,15,7.8,74.0,-1.2814,Normal +0,15,8.9,76.0,-1.2433,Normal +0,14,8.6,75.0,-1.2311,Normal +0,12,8.2,76.0,0.1057,Normal +0,12,9.3,76.0,0.1057,Normal +0,10,7.5,69.0,-1.8737,Normal +0,9,7.6,73.0,0.4597,Normal +0,7,7.6,70.0,0.3848,Normal +1,9,7.5,71.0,0.3545,Normal +1,4,6.1,66.0,1.8065,Normal +1,5,6.3,64.0,-0.0136,Normal +1,3,5.9,61.0,0.5687,Normal +0,6,6.8,70.0,1.1103,Normal +0,2,6.1,66.0,3.7867,Normal +1,58,16.7,93.0,-3.28,Severely Stunted +1,54,10.7,91.0,-3.3456,Severely Stunted +0,52,12.4,94.0,-2.6625,Stunted +1,59,16.0,103.0,-1.249,Normal +0,48,13.6,93.5,-2.3431,Stunted +0,29,9.0,85.0,-1.8456,Normal +1,5,4.8,59.0,-2.2685,Stunted +1,60,20.0,112.0,0.5417,Normal +1,58,14.0,104.0,-0.9312,Normal +1,57,22.4,107.0,-0.177,Normal +0,55,15.1,106.0,-0.2738,Normal +1,55,16.9,108.0,0.2778,Normal +1,53,17.1,107.0,0.3079,Normal +0,53,13.9,102.0,-0.9396,Normal +0,51,16.2,103.0,-0.4655,Normal +0,43,12.0,94.0,-1.6106,Normal +0,43,11.9,93.0,-1.8603,Normal +0,39,10.2,87.0,-2.8658,Stunted +0,37,12.4,93.0,-0.995,Normal +1,35,10.2,85.0,-2.4851,Stunted +0,34,12.0,86.0,-2.4234,Stunted +1,31,11.1,87.0,-1.2417,Normal +0,28,11.2,88.0,-0.7325,Normal +1,14,7.3,72.0,-1.6325,Normal +0,13,7.7,74.0,-1.203,Normal +0,11,7.3,72.0,-1.0899,Normal +1,11,7.5,72.0,-0.3059,Normal +0,11,8.2,77.0,1.0566,Normal +0,10,8.2,74.0,0.3146,Normal +0,6,7.7,70.0,1.1103,Normal +1,6,6.8,68.0,1.0011,Normal +1,5,5.8,67.0,1.3394,Normal +0,5,6.7,68.0,0.9933,Normal +1,56,24.0,104.0,-0.7111,Normal +1,54,16.0,102.0,-0.9204,Normal +1,52,13.0,94.0,-2.4772,Stunted +0,43,13.0,95.0,-1.3608,Normal +0,42,15.0,96.0,-0.9713,Normal +0,38,12.0,91.0,-1.6787,Normal +0,33,12.0,89.0,-1.4235,Normal +1,33,11.0,90.0,-0.7962,Normal +1,32,11.0,86.0,-1.7073,Normal +1,28,11.0,85.0,-1.195,Normal +1,28,10.0,77.0,-3.5265,Severely Stunted +1,25,10.0,83.0,-1.0952,Normal +1,21,9.0,74.0,-3.1512,Severely Stunted +0,18,9.0,75.0,-2.6911,Stunted +1,18,9.0,78.0,-0.9325,Normal +1,18,8.0,74.0,-2.31,Stunted +0,18,9.9,78.0,-1.5789,Normal +0,17,8.6,73.0,-3.1238,Severely Stunted +0,14,10.0,77.0,-0.4237,Normal +1,14,10.0,78.0,0.6029,Normal +1,13,8.0,72.0,-1.2236,Normal +0,12,9.0,78.0,0.9474,Normal +0,11,8.2,73.0,-0.6606,Normal +0,11,8.1,70.0,-1.9485,Normal +1,8,7.2,60.0,-3.6997,Severely Stunted +0,6,6.0,65.0,-1.2258,Normal +0,5,6.0,64.0,-0.9011,Normal +1,5,9.0,69.0,2.2414,Normal +0,4,7.0,63.0,-0.4258,Normal +1,4,6.0,69.0,3.1925,Normal +1,3,6.0,61.0,0.5687,Normal +1,2,5.3,56.0,-0.5242,Normal +1,2,6.0,59.0,0.9492,Normal +0,1,6.3,59.0,2.1965,Normal +0,54,15.9,106.0,-0.151,Normal +0,47,12.5,99.0,-0.9052,Normal +1,43,12.4,95.0,-1.1395,Normal +1,36,16.0,92.0,-0.8014,Normal +0,36,12.0,90.0,-1.6411,Normal +1,24,10.3,85.0,-0.2217,Normal +0,19,10.8,83.0,-0.0878,Normal +1,19,8.9,82.0,0.0953,Normal +0,17,9.0,82.0,0.2845,Normal +0,14,8.5,73.0,-2.0384,Stunted +1,8,8.0,74.0,2.22,Normal +0,38,9.0,78.0,-5.1019,Severely Stunted +1,35,8.7,77.0,-4.6106,Severely Stunted +0,20,8.0,68.0,-5.7569,Severely Stunted +1,48,15.0,92.5,-2.3752,Stunted +0,47,11.0,86.0,-4.0326,Severely Stunted +1,45,9.5,83.0,-4.2795,Severely Stunted +1,45,9.0,78.0,-5.4732,Severely Stunted +0,43,11.0,93.0,-1.8603,Normal +0,40,11.0,77.0,-5.5705,Severely Stunted +1,40,7.8,77.0,-5.2117,Severely Stunted +0,38,9.5,76.0,-5.6285,Severely Stunted +0,38,9.1,76.0,-5.6285,Severely Stunted +1,37,9.3,74.0,-5.643,Severely Stunted +1,37,18.0,85.5,-2.6579,Stunted +1,33,8.0,72.0,-5.6977,Severely Stunted +0,32,8.9,74.5,-5.3748,Severely Stunted +0,30,10.3,75.0,-4.9726,Severely Stunted +1,26,9.5,72.0,-4.6386,Severely Stunted +0,24,9.0,74.0,-4.2931,Severely Stunted +1,48,10.1,82.3,-4.7431,Severely Stunted +1,47,12.0,84.5,-4.1319,Severely Stunted +1,47,11.0,83.3,-4.413,Severely Stunted +0,46,9.1,86.0,-3.931,Severely Stunted +0,46,9.1,83.2,-4.6107,Severely Stunted +0,45,10.6,87.0,-3.5821,Severely Stunted +0,44,10.5,87.0,-3.4716,Severely Stunted +0,44,12.0,86.0,-3.7189,Severely Stunted +0,44,12.5,87.8,-3.2737,Severely Stunted +1,43,9.4,83.0,-4.0614,Severely Stunted +0,42,14.0,89.0,-2.7368,Stunted +0,39,9.0,76.0,-5.7297,Severely Stunted +0,39,12.6,80.0,-4.6883,Severely Stunted +0,39,8.2,77.0,-5.4694,Severely Stunted +0,48,14.4,99.0,-1.0318,Normal +1,39,11.8,82.0,-3.8307,Severely Stunted +1,39,11.8,86.0,-2.8151,Stunted +1,38,12.5,84.6,-3.0333,Severely Stunted +1,38,11.0,76.0,-5.2406,Severely Stunted +0,38,10.1,82.5,-3.9169,Severely Stunted +0,37,8.2,76.0,-5.5256,Severely Stunted +0,34,10.2,76.5,-5.0535,Severely Stunted +1,34,9.9,75.0,-5.0138,Severely Stunted +1,31,9.0,73.0,-5.1543,Severely Stunted +0,31,9.8,75.0,-5.1063,Severely Stunted +0,30,10.3,75.5,-4.8258,Severely Stunted +1,30,12.0,76.0,-4.1584,Severely Stunted +0,25,8.8,70.0,-5.7677,Severely Stunted +0,29,8.8,72.0,-5.7261,Severely Stunted +1,29,7.9,72.0,-5.1421,Severely Stunted +0,38,12.5,83.0,-3.7852,Severely Stunted +1,33,8.5,72.5,-5.5615,Severely Stunted +1,48,14.7,82.0,-4.8128,Severely Stunted +1,46,15.0,88.0,-3.2011,Severely Stunted +0,45,9.1,79.0,-5.5424,Severely Stunted +1,45,11.0,83.0,-4.2795,Severely Stunted +0,45,11.0,84.0,-4.3172,Severely Stunted +1,43,10.0,80.0,-4.7919,Severely Stunted +0,38,10.0,77.5,-5.2335,Severely Stunted +0,37,8.5,77.0,-5.2591,Severely Stunted +0,34,9.1,76.0,-5.1919,Severely Stunted +1,34,7.1,75.0,-5.0138,Severely Stunted +0,3,7.2,67.0,2.725,Normal +1,3,5.7,64.0,1.9938,Normal +0,3,4.3,55.0,-3.1448,Severely Stunted +0,4,4.8,54.0,-4.7511,Severely Stunted +1,3,4.4,53.0,-3.2317,Severely Stunted +0,4,5.6,58.0,-2.8288,Stunted +1,2,3.1,50.0,-3.4709,Severely Stunted +1,3,4.2,55.0,-2.2816,Stunted +0,3,4.1,55.0,-3.1448,Severely Stunted +1,3,4.1,53.0,-3.2317,Severely Stunted +1,3,3.9,55.0,-2.2816,Stunted +0,4,5.2,58.0,-2.8288,Stunted +0,4,6.7,67.0,1.4966,Normal +1,4,6.4,62.0,-0.0415,Normal +0,4,6.0,61.0,-1.387,Normal +1,2,4.0,54.0,-1.5064,Normal +0,1,3.1,49.0,-2.9408,Stunted diff --git a/stunting_ml/data/processed/y_test.csv b/stunting_ml/data/processed/y_test.csv new file mode 100644 index 0000000..821d486 --- /dev/null +++ b/stunting_ml/data/processed/y_test.csv @@ -0,0 +1,377 @@ +Status_Stunting_encoded +2 +1 +2 +1 +2 +1 +2 +2 +2 +2 +1 +2 +0 +2 +0 +0 +0 +2 +0 +2 +2 +2 +2 +1 +1 +2 +1 +2 +1 +0 +2 +1 +1 +1 +2 +0 +1 +2 +2 +1 +0 +2 +0 +1 +2 +0 +2 +2 +0 +0 +2 +2 +0 +0 +0 +1 +0 +2 +2 +2 +0 +0 +2 +2 +0 +1 +0 +2 +0 +0 +2 +2 +2 +1 +1 +1 +0 +1 +2 +2 +2 +2 +0 +2 +0 +1 +0 +2 +1 +0 +0 +0 +0 +1 +1 +1 +1 +2 +2 +0 +0 +1 +1 +1 +1 +0 +0 +2 +0 +2 +2 +0 +0 +1 +0 +2 +0 +2 +2 +0 +0 +1 +2 +2 +0 +0 +0 +0 +2 +0 +0 +2 +0 +1 +0 +2 +2 +0 +2 +0 +2 +1 +1 +0 +2 +0 +1 +0 +0 +2 +2 +0 +0 +1 +0 +1 +0 +2 +0 +2 +1 +0 +2 +1 +2 +0 +0 +0 +2 +1 +0 +0 +0 +0 +0 +0 +2 +0 +1 +0 +0 +2 +2 +0 +2 +2 +2 +2 +2 +2 +0 +0 +2 +2 +2 +0 +2 +1 +0 +1 +1 +0 +2 +1 +0 +0 +2 +1 +0 +0 +1 +0 +2 +2 +0 +0 +2 +2 +2 +2 +1 +2 +0 +2 +1 +1 +2 +2 +2 +0 +1 +0 +0 +0 +2 +0 +1 +1 +2 +1 +0 +0 +1 +0 +2 +2 +1 +2 +2 +2 +2 +0 +0 +1 +1 +0 +2 +0 +0 +0 +0 +0 +0 +2 +2 +2 +0 +2 +2 +2 +0 +0 +1 +2 +2 +2 +2 +0 +1 +0 +1 +0 +1 +0 +2 +0 +0 +0 +0 +0 +0 +0 +0 +2 +2 +0 +2 +1 +0 +2 +2 +0 +0 +1 +1 +1 +2 +0 +2 +0 +1 +1 +0 +0 +1 +2 +1 +0 +2 +0 +2 +1 +0 +0 +1 +2 +2 +1 +0 +0 +1 +1 +2 +2 +1 +1 +1 +0 +0 +1 +2 +1 +2 +2 +1 +0 +2 +1 +2 +0 +0 +0 +0 +0 +1 +2 +2 +0 +2 +0 +0 +1 +2 +2 +2 +0 +0 +0 +0 +1 +0 +0 +0 +2 +0 +2 diff --git a/stunting_ml/data/processed/y_train.csv b/stunting_ml/data/processed/y_train.csv new file mode 100644 index 0000000..9bcccc1 --- /dev/null +++ b/stunting_ml/data/processed/y_train.csv @@ -0,0 +1,1504 @@ +Status_Stunting_encoded +0 +0 +0 +1 +1 +0 +0 +2 +2 +1 +2 +1 +0 +2 +2 +2 +2 +2 +1 +0 +2 +1 +2 +2 +1 +0 +2 +0 +2 +2 +1 +2 +2 +2 +0 +0 +0 +1 +0 +0 +0 +0 +0 +0 +0 +2 +1 +1 +0 +2 +0 +2 +2 +2 +0 +2 +0 +2 +2 +2 +2 +0 +0 +2 +1 +0 +0 +0 +0 +0 +0 +0 +2 +0 +2 +2 +2 +2 +0 +0 +1 +0 +0 +2 +0 +0 +0 +0 +0 +2 +2 +1 +1 +0 +2 +1 +1 +2 +0 +2 +2 +2 +0 +1 +1 +2 +2 +2 +0 +1 +0 +1 +0 +0 +0 +1 +0 +0 +1 +0 +1 +2 +0 +0 +0 +1 +1 +2 +1 +2 +0 +0 +1 +0 +2 +1 +0 +2 +0 +2 +0 +2 +0 +2 +1 +1 +1 +1 +2 +2 +0 +2 +2 +0 +1 +2 +2 +0 +0 +2 +0 +0 +0 +0 +1 +2 +0 +0 +1 +0 +0 +2 +2 +2 +0 +1 +2 +2 +1 +1 +1 +1 +0 +0 +0 +2 +2 +2 +2 +2 +1 +0 +0 +2 +0 +0 +0 +2 +1 +0 +0 +0 +0 +1 +0 +1 +0 +0 +2 +2 +1 +1 +2 +2 +2 +0 +1 +0 +2 +2 +0 +2 +1 +0 +1 +1 +1 +2 +2 +0 +0 +2 +2 +0 +1 +2 +0 +0 +1 +0 +1 +2 +0 +0 +2 +0 +2 +1 +0 +2 +0 +2 +1 +0 +1 +0 +2 +1 +2 +2 +2 +0 +2 +0 +0 +2 +2 +1 +0 +0 +0 +0 +0 +0 +2 +2 +1 +0 +0 +0 +0 +1 +0 +1 +0 +1 +0 +0 +0 +1 +0 +1 +0 +1 +1 +0 +0 +0 +1 +2 +2 +0 +1 +2 +1 +2 +2 +1 +2 +1 +0 +0 +0 +2 +1 +0 +1 +1 +0 +0 +2 +2 +2 +0 +2 +0 +2 +2 +2 +2 +0 +0 +2 +2 +0 +2 +2 +2 +0 +0 +2 +0 +2 +0 +0 +1 +0 +2 +0 +0 +2 +1 +2 +0 +2 +0 +2 +2 +0 +1 +2 +1 +1 +2 +0 +2 +2 +0 +0 +0 +2 +2 +2 +1 +0 +0 +0 +0 +0 +0 +2 +0 +0 +0 +0 +0 +0 +0 +1 +0 +2 +1 +0 +0 +0 +1 +2 +1 +1 +0 +2 +0 +0 +2 +0 +0 +1 +1 +0 +2 +1 +1 +0 +0 +0 +0 +1 +0 +0 +2 +0 +1 +0 +1 +0 +2 +0 +0 +1 +2 +2 +0 +1 +0 +0 +0 +2 +0 +1 +0 +0 +2 +0 +2 +1 +1 +1 +0 +0 +0 +1 +0 +0 +2 +1 +2 +1 +1 +2 +0 +0 +0 +0 +1 +2 +1 +1 +1 +0 +1 +1 +1 +2 +0 +0 +2 +1 +0 +0 +2 +2 +0 +0 +1 +0 +0 +0 +2 +1 +0 +2 +0 +2 +1 +2 +1 +1 +2 +0 +2 +1 +2 +2 +2 +2 +0 +0 +0 +1 +2 +1 +0 +1 +2 +0 +0 +1 +0 +0 +2 +1 +2 +0 +0 +1 +1 +0 +2 +2 +0 +1 +0 +1 +0 +2 +0 +2 +1 +0 +1 +2 +2 +1 +1 +0 +2 +0 +2 +1 +1 +1 +0 +0 +0 +0 +2 +0 +2 +1 +0 +0 +0 +0 +2 +1 +0 +0 +1 +2 +1 +0 +0 +2 +1 +2 +0 +0 +2 +1 +2 +2 +1 +1 +0 +0 +2 +0 +1 +2 +2 +2 +0 +2 +0 +2 +0 +2 +1 +2 +1 +0 +0 +1 +0 +0 +1 +1 +1 +1 +2 +0 +0 +2 +0 +1 +2 +0 +2 +0 +2 +2 +1 +2 +1 +0 +1 +2 +1 +2 +2 +0 +0 +2 +0 +1 +2 +0 +1 +2 +0 +2 +1 +1 +0 +0 +1 +0 +0 +0 +1 +1 +0 +0 +1 +2 +2 +2 +2 +2 +1 +0 +2 +2 +2 +1 +0 +0 +1 +0 +2 +2 +0 +1 +0 +2 +0 +0 +0 +2 +0 +1 +1 +2 +2 +2 +1 +1 +2 +1 +0 +1 +0 +2 +0 +0 +0 +1 +2 +1 +0 +0 +1 +2 +2 +2 +0 +1 +1 +2 +1 +2 +1 +2 +0 +0 +0 +1 +1 +1 +0 +0 +0 +0 +2 +0 +0 +2 +0 +1 +2 +2 +1 +0 +1 +1 +2 +0 +1 +0 +0 +0 +0 +0 +2 +2 +0 +2 +0 +0 +0 +0 +2 +0 +2 +2 +0 +2 +1 +2 +1 +2 +2 +0 +1 +0 +1 +0 +1 +2 +1 +2 +2 +1 +0 +0 +0 +0 +0 +2 +0 +0 +0 +0 +0 +0 +2 +2 +2 +2 +1 +2 +1 +0 +1 +0 +0 +0 +0 +2 +2 +1 +0 +0 +2 +2 +2 +0 +2 +0 +1 +2 +0 +2 +0 +2 +2 +0 +0 +2 +0 +2 +1 +2 +1 +2 +1 +2 +2 +1 +2 +0 +1 +2 +0 +2 +0 +0 +0 +0 +1 +1 +1 +0 +2 +0 +1 +1 +2 +2 +1 +1 +2 +2 +0 +0 +2 +0 +0 +0 +1 +2 +0 +2 +2 +2 +0 +2 +0 +2 +1 +1 +2 +2 +0 +1 +2 +2 +2 +2 +0 +1 +2 +1 +2 +1 +2 +0 +0 +0 +2 +2 +0 +0 +0 +0 +1 +0 +0 +0 +0 +0 +2 +1 +2 +0 +0 +0 +0 +0 +0 +0 +2 +2 +1 +0 +0 +2 +2 +0 +0 +1 +2 +2 +2 +0 +0 +2 +0 +2 +1 +0 +1 +1 +0 +2 +0 +2 +0 +2 +2 +2 +1 +1 +1 +0 +1 +0 +2 +2 +1 +1 +2 +0 +2 +0 +2 +2 +2 +2 +0 +0 +0 +0 +2 +2 +2 +0 +0 +0 +0 +0 +1 +2 +2 +2 +2 +2 +1 +0 +1 +1 +0 +2 +2 +2 +1 +0 +0 +2 +2 +2 +2 +0 +2 +2 +2 +1 +0 +2 +0 +2 +0 +2 +2 +0 +2 +0 +2 +2 +0 +2 +2 +0 +0 +0 +1 +0 +1 +1 +0 +2 +2 +0 +1 +0 +0 +0 +0 +0 +2 +2 +2 +0 +0 +2 +1 +0 +0 +0 +2 +1 +0 +1 +1 +1 +0 +2 +1 +0 +2 +0 +2 +0 +1 +0 +1 +2 +1 +2 +2 +0 +1 +0 +2 +1 +0 +0 +2 +1 +0 +0 +0 +2 +0 +2 +2 +2 +0 +2 +1 +2 +1 +2 +0 +2 +2 +1 +0 +0 +2 +0 +2 +0 +1 +2 +2 +0 +2 +2 +1 +2 +2 +0 +0 +1 +0 +2 +2 +2 +0 +2 +2 +2 +0 +2 +1 +0 +2 +1 +2 +0 +2 +1 +2 +0 +2 +1 +2 +1 +2 +1 +0 +2 +0 +2 +2 +0 +0 +2 +2 +2 +1 +0 +0 +0 +2 +1 +2 +1 +0 +1 +2 +0 +1 +0 +2 +2 +2 +0 +2 +0 +0 +1 +2 +1 +2 +0 +0 +2 +2 +0 +1 +0 +0 +0 +2 +2 +2 +0 +1 +2 +0 +2 +1 +0 +0 +2 +2 +2 +1 +2 +0 +0 +2 +0 +1 +2 +0 +2 +2 +0 +1 +1 +0 +0 +2 +0 +2 +1 +2 +2 +0 +1 +1 +1 +1 +1 +2 +0 +2 +0 +2 +2 +1 +0 +1 +2 +2 +2 +0 +1 +0 +1 +2 +2 +1 +0 +0 +1 +0 +2 +0 +0 +2 +2 +1 +2 +1 +2 +2 +0 +2 +2 +0 +2 +0 +0 +0 +2 +0 +1 +2 +2 +0 +0 +1 +2 +2 +1 +0 +2 +2 +2 +1 +2 +0 +2 +2 +1 +0 +0 +1 +0 +0 +1 +1 +0 +2 +2 +0 +2 +1 +0 +2 +2 +2 +2 +0 +0 +0 +1 +0 +1 +2 +0 +2 +0 +1 +2 +2 +1 +0 +1 +0 +0 +2 +1 +2 +1 +2 +2 +2 +2 +0 +0 +1 +2 +0 +1 +1 +0 +1 +2 +2 +1 +0 +1 +1 +2 +2 +0 +0 +0 +2 +2 +0 +2 +0 +0 +1 +1 +2 +2 +0 +1 +2 +2 +0 +2 +2 +2 +2 +2 +2 +1 +1 +0 +2 +0 +1 +0 +2 +0 +2 +2 +2 +0 +2 +2 +0 +0 +2 +2 +1 +2 +0 +2 +2 +2 +1 +1 +2 +0 +0 +0 +2 +2 +2 +0 +0 +2 +2 +2 +2 +2 +0 +0 +2 +2 +0 +1 +0 +0 +2 +2 +1 +2 +2 +2 +2 +0 +0 +2 +0 +2 +1 +0 +2 +2 +0 +2 +2 +2 +2 +1 +2 +0 +0 +0 +2 +1 +2 +2 +2 +1 +0 +0 +0 +2 +2 +0 +2 +2 +1 +1 +0 +0 +1 +2 +2 +0 +2 +1 +0 +0 +2 +0 +2 +2 +0 +0 +1 +2 +1 +0 +2 +0 +0 +0 +0 +0 +0 +2 +1 +0 +0 +0 +0 +0 +1 +2 +0 +1 +0 +1 +1 +1 +0 +0 +2 +2 +1 +2 diff --git a/stunting_ml/data/raw/dataset_fix.csv b/stunting_ml/data/raw/dataset_fix.csv new file mode 100644 index 0000000..8a7ebae --- /dev/null +++ b/stunting_ml/data/raw/dataset_fix.csv @@ -0,0 +1,1702 @@ +Nama,Nama Ortu,Tgl Lahir,Alamat,JK,Umur,Berat,Tinggi +PANDITA,LAMINI/IBAD,13/2/21,Bumbungan,P,53,18.4,109.3 +PANDU,LAMINI/IBAD,13/2/21,Bumbungan,L,53,19.1,112.7 +APRILIA DWI,YULIANA,12/4/2021,Bumbungan,P,51,13.2,99.6 +AICO,AMELITA,18/5/21,Bumbungan,P,50,18.4,109.6 +IRVAN,DEWI/SUKRON,17/3/21,Bumbungan,L,52,18.1,108.9 +HANIFAH,MUKHLISA,30/3/21,Bumbungan,P,52,18.1,110.1 +ASHAFA AZAIYA,SAROFAH,25/8/21,Bumbungan,P,47,12.7,98 +M. ARBIAN,KHULIKUL,6/9/2021,Bumbungan,L,46,16.2,104 +GARFIL SYAFIER,AUREL,18/10/21,Bumbungan,L,45,16.5,105 +NUR PUTRI,ANA,28/4/21,Bumbungan,P,51,18.6,109.8 +LANAA MUMTAZA,NUR FADILAH,8/8/2021,Bumbungan,L,47,17.6,108.9 +M. AKALANKA,ILMI,25/9/21,Bumbungan,L,46,14.5,98.5 +MARIYAM,YULIANA,10/11/2021,Bumbungan,P,44,17.6,106.8 +ADIBA MUTIA,SARTINI,10/11/2021,Bumbungan,P,44,12.5,97 +KHALISA,NISA,2/11/2021,Bumbungan,P,44,20.2,101.5 +M. ARSHA,NITA,4/11/2021,Bumbungan,L,44,15.3,101.6 +M. ADANU ALFATAN,FIRDA,4/9/2021,Bumbungan,L,46,18,108.3 +WIDIA SHABIRA,YASINTA,3/12/2021,Bumbungan,P,43,16.1,97.5 +M. MAULANA ARSYA,DINA,17/12/21,Bumbungan,L,43,17,105.5 +M. VINCENT,FENI,26/7/21,Bumbungan,L,48,16.5,105.6 +MARIYAM,YULIANA,18/11/21,Bumbungan,P,44,17,106.5 +NUR AISYA ELSANUM,NUR MAHMUDA,16/12/21,Bumbungan,P,43,14.4,100 +ARYA GUNA MAHENDRA,SRIWATI,7/5/2021,Bumbungan,L,50,17.7,109.2 +RAYAN,RIRIN,2/2/2022,Bumbungan,L,41,17,100 +PUTRI ARSILA,NISFI,11/3/2022,Bumbungan,P,40,16.2,104 +SAFANA NASHA,KUSNUL,26/4/22,Bumbungan,P,39,12.1,93.4 +DIRGA RAFASYA,DWI,9/8/2022,Bumbungan,L,35,15.4,98.7 +M. RIDHO,SITI FATIMAH,7/7/2022,Bumbungan,L,36,15.5,94.8 +M. DEVANDRA,RIRIN,15/10/22,Bumbungan,L,33,13.5,93.5 +M. RENANDRA A,DESTRIA,1/11/2022,Bumbungan,L,32,13.4,92 +ALESHA NADHIRO,MUFIDATUL,4/10/2022,Bumbungan,P,33,12.1,93.5 +ALFAN RISKY,KUSNUL P,17/8/22,Bumbungan,L,35,19,106.2 +RAMADANI ZIFFA,YULI/RIDFAN,14/4/22,Bumbungan,P,39,15.9,104.3 +ATHAZAKY RAFANIZAM,MASFUFA HANIM,11/1/2023,Bumbungan,L,30,14.4,98.5 +MUZAFFAR,NURIYATI,10/2/2023,Bumbungan,L,29,96.3,13.9 +GIANDRA EGA WIYONO,EMIL MEGA/WIYONO,4/4/2023,Bumbungan,L,27,12.7,93 +ASHRAF AHMAD,CINDY,20/3/23,Bumbungan,L,28,13,88.9 +ZIO RAFENDRA,RINI PURWATI,21/6/23,Bumbungan,L,25,13.1,89.7 +JESIKA FITRI,MASLIKHA,21/4/23,Bumbungan,P,27,10.1,84.8 +NAYYARA ANDREENA,SHEENY,30/1/23,Bumbungan,P,30,18,98.5 +M. SALMAN N,RETNO SETYA,8/7/2023,Bumbungan,L,24,11.2,87.5 +KAYSHILLA ARKADEWI,DEWI/DWI SANTOSO,9/8/2023,Bumbungan,P,23,13.6,88.3 +NADYA AIRA,KURNIA FIRDA,12/9/2023,Bumbungan,P,22,13.1,92.8 +HAURA ASTAGINA,FIRDA/FATAN,6/8/2023,Bumbungan,P,23,13.9,91.3 +M. ALBI HAMIZAN,LINDA/NUR HAMIM,31/8/23,Bumbungan,L,23,13.6,90.4 +ALVENDRA,YULI,18/1/23,Bumbungan,L,30,14.4,97.3 +CEYSHA KIRANA,EKA PUTRI,26/10/23,Bumbungan,P,21,10.5,83.5 +M. KALANDRA HANIF,SANTI AYU/YASIN,17/11/23,Bumbungan,L,20,12.3,86 +M. RAYYANZA,RIO/NUFITA,31/1/24,Bumbungan,L,18,12.6,89.6 +FAHIRA AULIA,SAIFUL/NURUL,28/1/24,Bumbungan,P,18,10.1,83 +M. ZAFRAN,SOLEH/TUTIK,17/1/24,Bumbungan,L,18,13.3,88.4 +M. MARVELINO,KHOIRUNNISAK,7/3/2024,Bumbungan,L,16,11.5,86.7 +ZIDAN PUTRA,NISA MUFITA,13/4/24,Bumbungan,L,15,10.3,84 +CHAEERA NADIFA,AFI,30/3/24,Bumbungan,P,16,9.2,81 +DAREL ARYANDRA,DIANA,22/5/24,Bumbungan,L,14,10.7,82 +ZARENA,NOVITA VIO,20/6/24,Bumbungan,P,13,12.3,87.4 +AZKIYA ZAHROTUL,EVI/RISKI,28/7/24,Bumbungan,P,12,11.2,83 +ARKANA WAHYU,MISTRIA NINGRUM,26/5/24,Bumbungan,L,14,13,85 +ZAHRA,ZAINAL/KAMILA,21/10/24,Bumbungan,P,9,10,79 +M. ATHAR SYAZANI,ANGGI/MIFTAKHUL,10/8/2024,Bumbungan,L,11,9.3,77 +HANAN,NAILA/ANDRIK,28/1/25,Bumbungan,,6,10,76.2 +ZAIDAN,YUNITA/SAIFUL RIZAL,26/3/25,Bumbungan,L,4,9.1,75.2 +ARRASYA LUTFI,LARAS/ANTON,17/4/25,Bumbungan,P,3,8.1,70 +ALISHA HAURA A,CHOLIKIL/MISBAKHUL,8/8/2025,Bumbungan,P,6,7.5,65 +ALISHA AZALEA JASMINE,UMI LUTFIYAH/EKO S,10/11/2025,Bumbungan,P,3,5.5,58 +AZAM,VIVI/DJAYUS,18/10/25,Bumbungan,L,4,6.7,64 +M. FATIH,EMI MUJIATI/M. FARIS,19/11/25,Bumbungan,L,3,6.4,61 +DANISH RAZKA,KIKI A.,17/11/23,Bumbungan,L,20,9.5,87.5 +M. GEZANDRA,DESTRIA EKA/WAWAN,22/12/25,Bumbungan,L,2,6.3,58 +GYAN MAHENDRA,MASLIKHA/PUPUT,22/12/25,Bumbungan,L,2,5.2,57 +ELZIO,UNING/HIDAYAT,30/10/25,Bumbungan,L,4,8,67 +ARCELLIO,INDRI/ZAINI M.,13/01/26,Bumbungan,L,1,5.4,55 +DEVENDRA ALFARIZ,ARMIATI,7/2/2026,Bumbungan,L,1,5.1,55 +M ABIDZAR AL GHIFARI,DODIK/MUDRIKA,13/3/21,Sumberingin,L,52,18.5,110 +MAYAS AL GHAZI,Alek/iit,14/3/21,Sumberingin,L,52,18.4,109.1 +NADHIFA ALMAIRA,RIANTO/TASLIMA,30/4/21,Sumberingin,P,51,18.4,109.3 +APRILIA RAMADAN,ANDIK/YURIN,26/4/21,Sumberingin,P,51,18.3,110.3 +ALMEYRA SYAKILA,RENDI/BELA,19/4/21,Sumberingin,P,51,18.3,109.3 +ATHAYA REIHANA,SHOLEHUDIN/INA,31/6/21,Sumberingin,P,,17.5,109 +ALIFA ZAHRA,ABDUL ABAS/SAFITRI,30/3/21,Sumberingin,P,52,18.5,108.8 +BILQIS AGNIA,TUGIANTORO/ST ROHMAH,20/5/21,Sumberingin,P,50,15,98 +M RAFA ALIANTO,KASYANTO/ZENI,18/1/21,Sumberingin,L,54,14.1,102 +FELIA MAHARANI,RIO/WULAN,8/6/2021,Sumberingin,P,49,18.3,110.2 +GRACELINA ALAYA (Pindah),M RIZAL/ST ROBIATUL,1/6/2021,Sumberingin,P,49,17.6,109.7 +JALER AQIL,M YUNUS/TITIK,13/6/21,Sumberingin,L,49,13.8,100.4 +THALITA MERISA,ROJI/SAPIKYA,18/5/21,Sumberingin,P,50,18.3,107.4 +M NIZAR,ARIF/AMRATUS,9/8/2021,Sumberingin,L,47,17.8,107.3 +AISWA NALA,SOFIYATIN,2/6/2021,Sumberingin,P,49,15.8,102.7 +RAYNA ALFAINA,ULFA AYU,10/6/2021,Sumberingin,P,49,18,107.7 +A.GAZA,SITA PUTRI,9/7/2021,Sumberingin,L,48,18,106.3 +GAVIN,NADIA,28/7/21,Sumberingin,L,48,14.8,101 +NADA FARAH MAULIDA,ISLAMIYAH,19/8/21,Sumberingin,P,47,17.9,108.2 +M.AL GHIZAR AL BIRRU,NOVI,11/9/2021,Sumberingin,L,46,17.8,105.7 +MANDA NUR,ISTIQOMAH,20/9/21,Sumberingin,P,46,17.9,106.7 +M.ABIZHAR FATTAN,MARIA ULFA,18/11/21,Sumberingin,L,44,16.6,101 +M.FAHMI,NUR DIAH,18/11/21,Sumberingin,L,44,17.3,105.6 +KADIT AYUNDA,NUR HAMIDAH,11/12/2021,Sumberingin,P,43,17.2,105.6 +ALFINO,RATNA,30/3/21,Sumberingin,L,52,18.7,109.8 +????? ?????,MIRNA,3/7/2021,Sumberingin,P,48,18.1,109.2 +M.MUJADI,HABIBI,18/10/21,Sumberingin,L,45,13.1,99 +AZMI AHMAD AL MUZAK,DEWI,15/1/22,Sumberingin,L,42,19.6,104.5 +M.ZAYAN FAREL,SITI ROHMAH,3/1/2022,Sumberingin,L,42,12.5,89.5 +ADNAN KALUNDRA,SINTA,22/1/22,Sumberingin,L,42,16.5,102.6 +M.NIZAM FAQIL,MUSRIFA,30/1/22,Sumberingin,L,42,16.7,102.5 +M.FATAN RAYAN,INDRA,4/3/2022,Sumberingin,L,40,16.6,102.9 +ARFANA FARADIAN,RODIYAH,12/3/2022,Sumberingin,L,40,12.8,91.5 +AULIA APRILIA PUTRI,ZENI,24/3/22,Sumberingin,P,40,12.2,91.5 +M.RANDIKA,KHOTIMAH,7/4/2022,Sumberingin,L,39,15.2,99.4 +M.ABQORI ALFALA,FAJAR,9/4/2022,Sumberingin,L,39,15.9,102.4 +ALZAN ZEA SADIA,FATIMA,17/4/22,Sumberingin,P,39,15.9,103.4 +HANAN RAMDAN,RISTIANA,1/5/2022,Sumberingin,L,38,15.9,101.3 +FAAZ RAZIQ ATHA,ELMA,22/4/22,Sumberingin,L,39,15.8,102.3 +AZALEA KHALIQAH,ALIF,6/4/2022,Sumberingin,P,39,16.8,103.2 +SOFIATUN NISAK,NISWATIN,24/5/22,Sumberingin,P,38,15,93 +SABINA AZZAHRA,DEWI R,20/5/22,Sumberingin,P,38,15.8,100 +M.ARIYA DAFA,LUTFIAH,10/6/2022,Sumberingin,L,37,16.2,101.5 +NAFIL KHAIRI,WAHYUNI,8/7/2022,Sumberingin,L,36,16,101.3 +M.QHISIL HIDAYATULLAH,SRI RAHAYU,10/7/2022,Sumberingin,L,36,15.8,101.8 +M.ARFAN MAULANA,RIRIT,20/7/22,Sumberingin,L,36,10.9,89.9 +ELSANUM SAKIRA,NURUL,21/4/22,Sumberingin,P,39,16.2,102.5 +M.NOVAL ALFATIH,LAILATUL,17/12/22,Sumberingin,L,31,14.6,99.2 +M.ZAFI PUTRA,RIFAYANTI,26/11/22,Sumberingin,L,32,15.1,99.3 +ARSHAKA VIRENDRA,ISTIQOMAH,27/7/22,Sumberingin,L,36,16,101 +ARDELIO GHAUFIN,YUNI ARDILA,18/8/22,Sumberingin,L,35,15.3,101.4 +M.FARHAN TSARI,SITI FATIMA,31/8/22,Sumberingin,L,35,16.6,92.4 +ALFATIH AKBAR,INAWATI,1/9/2022,Sumberingin,L,34,15.8,99.6 +A.ALAN FAIZ,SURIYATI,7/9/2022,Sumberingin,L,34,15.3,99.7 +MAZAYA NUUREN,ROSA,28/9/22,Sumberingin,P,34,15.9,97.2 +MAULUDIYAH KIRANA,NINIK,3/10/2022,Sumberingin,P,33,13.5,91.5 +NAGISKA ALESHA,LAILATUL BADRIYA,18/11/22,Sumberingin,P,32,14.9,96.7 +HANA GANESA,NISFATUR,10/6/2022,Sumberingin,P,37,15.6,100.7 +M.ZAYYAN AL GIFARI,FIHATUS,6/1/2022,Sumberingin,L,42,17,105.4 +NADIA YUNA,RETNO,11/7/2022,Sumberingin,P,36,15.6,99.4 +M.REALLY ZEFANO,LAILIL,6/1/2023,Sumberingin,L,30,14.5,95.2 +M.JAFIAT ATTAR,SUGIATI,31/1/23,Sumberingin,L,30,13,90.4 +ELSANUM SHANAYA,NURIL,28/1/23,Sumberingin,P,30,11.3,83.5 +ARSYAKA,ANIS,1/3/2023,Sumberingin,L,28,11.4,89.5 +M.ZANYNY AL GHONI,SULISTYA,31/1/23,Sumberingin,L,30,15,95.8 +A.NAWWAFUL.H,LAILATUL,11/3/2023,Sumberingin,P,28,11.4,85 +PRISHA AIDA,AINUN,26/4/23,Sumberingin,P,27,11.2,86 +DAVIN AZKA,SUSIATI,14/4/23,Sumberingin,L,27,11.5,88.5 +JOMANUM NAZWA,INUR ULFA,14/4/23,Sumberingin,P,27,13.9,95.6 +ADMAR IZAN (Pindah),REZA,16/4/23,Sumberingin,L,27,14.8,94.7 +ALFEREL MAHERZA,SARIWARNI,3/5/2023,Sumberingin,L,26,10.7,86.5 +DHAFIN AGUS,SRI W,11/5/2023,Sumberingin,L,26,14,94.8 +CALVIN VINCENT S (Pindah),SAROBIATUL,13/4/23,Sumberingin,L,27,14.8,94.2 +SELINA AULIA P (Pindah),IMAMA,19/5/23,Sumberingin,P,26,13.9,95.1 +KHAULA HAWA,SUUDIN,24/4/23,Sumberingin,P,27,10.5,85.5 +ATTARAZKA FAWWAS,TOMI,10/5/2023,Sumberingin,P,26,11.3,86.4 +RIZAIDAN FATA,PUTRI M,10/6/2023,Sumberingin,L,25,14,94.6 +AYANA DWI,NURUL,5/7/2023,Sumberingin,P,24,10.5,85.5 +ADMAR IZAN (Pindah),KHOIR/REZA,16/4/23,Sumberingin,L,27,13.9,96.3 +HUSAIN AMRAN ABQORY (Pindah),USNI/ALFITO,27/6/23,Sumberingin,L,25,13.6,92.6 +KATRINA KAIF,FAISSALAH/STEFANI,12/7/2023,Sumberingin,P,24,13.6,92.8 +M.ATARAZKA ALFATIH,YAYAN/SAIDA,21/7/23,Sumberingin,L,24,11.4,83.1 +REYHAN ALBERT ALEXANDER (Pindah),ADE/HANI,24/6/23,Sumberingin,L,25,14,92 +M.DZAFAR DZAKY,A.HARIS/RISALAYUL,9/8/2023,Sumberingin,L,23,13.3,92.2 +KAIFAN DEVANO,JULIAN/ENI,5/8/2023,Sumberingin,L,23,13.3,91.2 +M.ABIYAN LEGAWA,HENDRIK/HESTI,1/9/2023,Sumberingin,L,22,10.7,83.7 +M.EL FATHAN AL,M.KRISWANTO/DINA,11/10/2023,Sumberingin,L,21,13.4,89.1 +GENDIS ATIQO,M.YUNUS/TITIK,14/9/23,Sumberingin,P,22,10.2,86.6 +SAGARA ALDEVANO,RONI/TANTI,13/11/23,Sumberingin,L,20,10.6,88 +RAISA ZAKIA AZ ZAHRA,HUSNIWULANSARI,17/11/23,Sumberingin,P,20,12.6,89.6 +ALEEYA FATIMAH,DINDA/SULAIMAN,3/10/2023,Sumberingin,P,21,11,90 +M.ARGA RADITYA,ANDRI/DEWI K,11/10/2023,Sumberingin,L,21,13,89.1 +KEYSHA ZUNAIRA,M.RIDWAN/IFA,12/10/2023,Sumberingin,P,21,12,89.5 +ABIMANYU HAVASYA,M.RISKI/DESI,7/11/2023,Sumberingin,L,20,12.8,89.8 +ARSHAKA,SUHENDRO/ANGGI,20/2/23,Sumberingin,L,29,12.2,87 +JIHAN NUR AMIRA,KHOTIMAH,12/5/2023,Sumberingin,P,26,14.1,93.5 +M. Arkanza H,Agus / Marifa,23/3/23,Sumberingin,L,28,11.4,89 +Arsyaka A,Anggi/Suhendro,20/2/23,Sumberingin,L,29,11.9,85.5 +RAKA ZAVIAH DEWANGGA,LILIK NUR,30/1/24,Sumberingin,L,18,11.5,96 +HAFIZ RISKI A,RENI,6/2/2024,Sumberingin,L,17,12.4,86.5 +LAKSITA DIAN UTARI,ROSITA,12/2/2024,Sumberingin,P,17,10.2,87 +NUR FAHIMA HARTO??,NUR KHOLIDA,12/2/2024,Sumberingin,P,17,9.2,78 +AZKIYAH TSANIYAH A,NUR AFIFAH,22/2/24,Sumberingin,P,17,12.2,90.1 +SALSABILA AZZAHRA,SITI ROHMAH,29/2/24,Sumberingin,P,17,9.5,78 +M.RAYYANZA MARDOVA,YAYANG,12/4/2024,Sumberingin,L,15,11.5,84 +A.ARFAN ASWANGGA,AYU FIRNANDA,19/2/24,Sumberingin,L,17,11,85 +M.RAFAEZA AL HAFIZ,ISMAYULA,8/5/2024,Sumberingin,L,14,8.7,77 +ALMAHIRA PUTRI H,NUR HAYATI,18/5/24,Sumberingin,P,14,12.6,81 +ANANDITA KEENAN,MARTHA,8/1/2024,Sumberingin,P,18,9.2,80 +SYAUQIAH HANNA P,DEVI,20/6/24,Sumberingin,P,13,8.2,76 +Gemma Nafusah,Titik Nur K/ Teguh A,29/2/24,Sumberingin,P,17,12.3,84 +Shanaya F. R,Selfi Safitri/Abd. Manaf,6/5/2024,Sumberingin,P,14,12.2,84.6 +M. Yusky Al Ghifari,Rahma / Cahyo,5/6/2024,Sumberingin,L,13,9.9,78.5 +Sela Octavia,Ratna Sari/Yusuf,22/6/24,Sumberingin,P,13,11.4,84.9 +Ghania Clarissa F,Indah / Shodiq,10/7/2024,Sumberingin,P,12,9,77 +M. Kevin Al Barra,Retno / M. Alfian,10/7/2024,Sumberingin,L,12,11.5,82.6 +M. Kaliandra R,Zeni/Kasianto,29/7/24,Sumberingin,L,12,8.4,74.5 +Maiza Nur Khairina,Nur Rizkiya/ Rizal,10/9/2024,Sumberingin,P,10,8.2,74.5 +M. Hamzah,Khilyatun Nisa / Hafid,30/8/24,Sumberingin,L,11,9.9,80 +Yulia Maisya Salsabila,Ayu Indarti/Rohman,29/10/24,Sumberingin,P,9,9.3,75 +M. Raffanza Alfarizky,Hendri/Fiya Mufida,24/10/24,Sumberingin,L,9,10.6,76 +Kenzi Pramudia,Imam / Novi,2/10/2024,Sumberingin,L,9,10.7,81.3 +Aisyah Hanum,Choirul / Siti Aisyah,28/10/24,Sumberingin,P,9,9.6,77.5 +A. Azzam Novendra,Nur Rokhim / Retno,7/11/2024,Sumberingin,L,8,10.4,75.5 +M. Salim Abdullah,Khoirul / Khaula,11/11/2024,Sumberingin,L,8,7.8,70 +Yumna Aira S,Happy / Mujib,9/12/2024,Sumberingin,P,7,8.2,73 +Airlangga,Bayu / Devi,3/5/2024,Sumberingin,L,14,10.2,79.5 +Mayra Azzahra. K,Aziza / Muklis,29/10/24,Sumberingin,P,9,11.2,77 +A. Lukas,Ali/Ina M.,22/7/24,Sumberingin,L,12,11.1,77.5 +M. Hamizan,Ayunda / Heri,11/7/2024,Sumberingin,L,12,13.4,81.5 +Cairo Athara,Rangga / Intan,20/10/24,Sumberingin,P,9,10.7,82.2 +Anjani Riana,M. Khoiri / Nanik,4/1/2025,Sumberingin,P,6,9.1,72 +Aqila Hania. P,Rizky / Indah,15/2/25,Sumberingin,P,5,8.1,72 +M. Ashraf Brian. H,Afifah,7/2/2025,Sumberingin,L,5,9.6,73.5 +M. Regavin. A,Afandi / Wiwik,9/3/2025,Sumberingin,L,4,8.5,75 +Nuha Najabah,Rudi/Kholida,11/3/2025,Sumberingin,P,4,7.5,67.5 +M. Alfaro. R,M. Hasan/Vivi,17/3/25,Sumberingin,L,4,10.2,73.5 +A. Afifudin. Z,Sirojudin/Badriyah,3/3/2025,Sumberingin,L,4,7.6,67 +M. Zaidan Nafis A,Eriyadi / Sriwahyuni,28/4/25,Sumberingin,L,3,7.6,66 +M. Bilal Baskara,Subaidah/Tohirin,22/4/25,Sumberingin,L,3,8.9,70.5 +Dafarel Al Farizky,Yuyun/Yanto,1/3/2025,Sumberingin,L,4,9.4,73.5 +M. Abil Aprilio,Andri / Dewi,10/4/2025,Sumberingin,L,3,8.3,68 +Raisa,Cahyo/Nur Rohmah,14/5/25,Sumberingin,P,2,7,66 +M. Azhraf Khulaifi,Adi/Dewi Masyitoh,30/5/25,Sumberingin,L,2,8.6,69.5 +M. Dirga A,Angki / Desi T,12/6/2025,Sumberingin,L,1,8.3,68 +Rafisa Fatimatus,Alfa / Ernawati,18/5/25,Sumberingin,P,2,6,65.5 +Elio Zayan,Setiyono / Ayu,30/7/25,Sumberingin,L,5,8.1,64.5 +Jeslyn Zeakirana,Nanda/Seviana,2/7/2025,Sumberingin,P,5,9.2,70 +Bayanak Guntur,Baraja / Siti Khodijah,28/5/25,Sumberingin,L,2,9.2,74.5 +M. Faeyza Elvaro,Dimas/Putri,22/7/25,Sumberingin,L,5,6.6,66 +Abriella Khalin N,Putu/Vemi,8/8/2025,Sumberingin,P,6,7.3,65 +Ibrar Nur,Nur Cholis / Fauzia,3/6/2024,Sumberingin,L,13,12.5,86.5 +Meisya Elara,Ridwan /Ifa Juliana,29/9/25,Sumberingin,P,5,5.2,59.5 +Zeanara A. R,Rizky,22/10/25,Sumberingin,P,4,6.8,61 +M. Rayyan. N,Nur Aini,2/11/2025,Sumberingin,L,3,5.2,57.5 +Zefanya. O,Hartini/Usman,11/10/2025,Sumberingin,P,4,7.4,63 +Chesa,Solihati/Jaeni,23/8/25,Sumberingin,P,6,5.6,61 +Maisya,Solihati/Jaeni,23/8/25,Sumberingin,P,6,5.4,61 +Nayra S. P,Putri/Surya,3/11/2025,Sumberingin,P,3,6.7,63 +Aqila Fatimah. A,Maulidya/A. Efendi,7/11/2025,Sumberingin,P,3,5,56.5 +Alula Jenaira. A,Nabila/Wahyudi,29/10/25,Sumberingin,P,4,4.3,53 +Jenaira Selvara A.,Putri M/M. Agus,8/1/2026,Sumberingin,P,1,5.5,55 +ALMAIRA NAZLAH,ANIS,20/3/21,Kemuning,P,52,18.9,109.2 +ADI FIRMANSYAH,KAMAMA,12/4/2021,Kemuning,L,51,18.3,110.4 +ASKIA DIVA PUTRI,CICIK,6/7/2021,Kemuning,P,48,17.5,107.4 +TISA OLIVIA,SITI KUMALASARI,26/7/21,Kemuning,P,48,15,108 +AZALEA KHALIKA,RIDA,9/9/2021,Kemuning,P,46,17.8,107.1 +ENOLA AFRA BHUMI,RATNA,21/9/21,Kemuning,L,46,12.5,89 +GWENIA SHAQUILA,ILMIA,5/11/2021,Kemuning,P,44,16.4,101 +KHAWLA AISYA,ELSA,28/4/21,Kemuning,P,51,18.7,111.2 +ALESHA ZAFIRA,SUCI,27/11/21,Kemuning,P,44,16.7,106.4 +ANASYA PUTRI,NUR ASUKHA,6/3/2021,Kemuning,P,52,18.3,110.8 +NUR AISYA ELSANUM,MAHMUDA,15/12/21,Kemuning,P,43,16.9,103.5 +DELISA INARA C,ISTIQOMAH,18/12/21,Kemuning,P,43,16.9,106.5 +M.REY AKBAR,ROHMATUL,11/3/2022,Kemuning,L,40,15.4,98 +MAS AYU SABRINA,FITRI,2/4/2022,Kemuning,P,39,12.7,89 +AHMAD WIJAYA,DAHLIA,26/5/22,Kemuning,L,38,16.1,102.6 +ROSALINA FEBRIANA,PUTRI Pindah,7/2/2022,Kemuning,P,41,16.9,101.9 +TIARA ALFATUNISA,WINARSE,31/7/22,Kemuning,P,36,11.4,91.9 +AHMAD SAUQI,SULIATI Pindah,3/8/2022,Kemuning,L,35,15.7,101.1 +M.NIZAM AMRULLAH,DEWI,12/6/2022,Kemuning,L,37,16.2,102.7 +M.FAREL ALFARIZKI,AYU,27/7/22,Kemuning,L,36,13.4,91 +ARUMI NASHA,DEWI,28/7/22,Kemuning,P,36,14.7,87 +M.DIKI ALFARIZI,PUTRI,31/7/22,Kemuning,L,36,12.8,92 +AURORA MISNA S,NISAK,2/10/2022,Kemuning,P,33,15.1,98.8 +M.KRISNA FIRANA,ENI,16/10/22,Kemuning,L,33,13.8,93 +SALMAN DWI A,EDI,13/11/22,Kemuning,L,32,15.4,96 +QUEENSA ABILA A,MUSRIFA,15/11/22,Kemuning,P,32,13.1,93.5 +RAHMA MIFTAHUL,FAUMI,8/12/2022,Kemuning,P,31,15.1,95.9 +Arrazil Ilhamil M,SHOLIHIN/INAYATUL,11/2/2022,Kemuning,L,41,11.2,87 +A.ATHIF SALIM,ALFIAH,9/2/2023,Kemuning,L,29,11.4,88 +M.THEO,GITA,21/2/23,Kemuning,L,29,13.4,89.5 +ANNISA ROYYAH,IIS,9/3/2023,Kemuning,P,28,14.3,95.1 +ALESHA PUTRI,LILA INAYATUL,26/4/23,Kemuning,P,27,11.8,89.5 +MECCAYLA JAISHI,BUASAN/KUMIATI,13/5/23,Kemuning,P,26,11.8,87 +FITRIYAN QOTRUN,TAUFIQ,21/5/23,Kemuning,P,26,14.4,94.3 +ALVARO SHIDDIQ,SUGENG/ANA,30/7/23,Kemuning,L,24,12.8,89 +ADZKIYA ALFATUNNISA,EKO/NIA Pindah,22/7/23,Kemuning,P,24,13.5,92 +M.ZIO SAKHA AZAMI,MUKTI/MUFIDA,20/1/23,Kemuning,L,30,14.6,95.4 +AKHTAR PUTRA W,MAMIK/RIKA,10/8/2023,Kemuning,L,23,13.8,91.3 +AYESHA FAYRA HUSNA,SULTON/LAILA,14/8/23,Kemuning,P,23,13.8,89 +TANISHA ALMAHIRA,SUCIPTO/ISTIQOMA,4/9/2023,Kemuning,P,22,13.9,90.2 +NIKO KURNIAWAN,SULKAN /NISAUL,10/9/2023,Kemuning,L,22,12,82 +ADINDA ALIEN NATANIA,ARIK PURWANTO/DV,6/10/2023,Kemuning,P,21,10.8,0 +ANANDITA SENJA D.P,AGUS/SARI,11/11/2023,Kemuning,P,20,10.8,87 +REVALINA ADIBA,ADI/KUMAIDA,21/11/23,Kemuning,P,20,12.7,89.5 +NAURA AZKIA MECCA,MUHLISONDEWI KX,5/12/2023,Kemuning,P,19,12.7,88.5 +KHANZA HASNA SALSAB,SAMIAN/USWATUN,16/12/23,Kemuning,P,19,9.8,0 +GISKA YUMNA ZANITHA,SYARIFUDIN/ANIS,16/12/23,Kemuning,P,19,11.6,85 +Adzmil Khoirul,WAWAN/ISA,28/12/23,Kemuning,L,19,11.6,98 +Celine Faradisha,Febriansah / Risa,1/10/2023,Kemuning,P,21,10,84 +Damar Wahyu R,Mila/Erik,11/4/2023,Kemuning,L,27,14.7,94.5 +ARRASA KHALIF,RIA,11/1/2024,Kemuning,L,18,17,87 +NABILA NISRINA M,LAILATUL M,20/1/24,Kemuning,P,18,9.4,79.5 +M.RAYYAN F,HAFID/FIYA,21/2/24,Kemuning,L,17,12.4,88.5 +Furaida Alea S,FUAD/FIDA,4/7/2024,Kemuning,P,12,9.6,78 +Davina Raneyshia S,Rama / Aan,20/12/24,Kemuning,P,7,10.3,80.6 +Jena,Qurrotun A,11/11/2024,Kemuning,P,8,8.7,0 +M. Qian,RIFA'I/ULA,28/10/24,Kemuning,L,9,8,0 +Gendis,,9/7/2024,Kemuning,P,12,11.1,86 +Aditya Ata,Ina,21/1/25,Kemuning,L,6,8.7,74 +Annadhera,NAFIULIANI,8/4/2025,Kemuning,P,3,9.7,73 +Adinda Azhari,ALUL/PUTRI X,2/5/2025,Kemuning,P,2,9,72.6 +Akhmad Rayyan A,RUDI/ENI,16/5/25,Kemuning,L,2,8.6,72.7 +Syeinala Assidqiya,SITA/HAFID,15/6/25,Kemuning,P,1,8.9,68 +Arsila Refa C,Agung/Dian,16/7/25,Kemuning,P,5,7.6,69 +Natasha Azar,Alul/Putri,2/5/2025,Kemuning,P,2,8.5,71.6 +Megumi Shinici,Saro,30/9/25,Kemuning,P,5,6.8,62.7 +Mariyam Ukhra,Tiyo/Elsa,13/6/24,Kemuning,P,13,11.5,84.4 +Ceisya Listiya A,Lukman/ Sari,3/10/2025,Kemuning,P,4,5.2,60 +M. Devanka Arsya A,Arifin / Yusro,4/9/2025,Kemuning,L,5,6.6,59 +Ghea Arneta W,Dea / Aria,12/9/2025,Kemuning,P,5,4.5,56 +M. Jauhar Aydan a,Misbah / Wulan,7/10/2025,Kemuning,L,4,5.7,61 +AZARINE PUTRI AFIFA,JOKO/DEWI,10/2/2021,Klurak,P,53,18.3,109.8 +BHARA MAHADIKA,WARDOKO/SELIYA,28/3/21,Klurak,L,52,20.3,101.8 +DAVIN JULIANSYAH,AGUS,1/4/2021,Klurak,L,51,18.7,109.2 +M SYABIL AL B,SAMSUL/HALIMATUS,16/5/21,Klurak,L,50,18.1,111.2 +AURISTELA DIVA,IMRON/HESTI,17/6/21,Klurak,P,49,17.6,110 +M.ASRAF IBRAHIM,HABIBA,16/9/21,Klurak,L,46,15.9,103.5 +GHAFI SAGUNA,FITASARI,8/2/2021,Klurak,L,53,19,108.9 +M.RAYYAN,MA'RIYATUS,6/1/2021,Klurak,L,54,15,99.5 +JAZILUL FAWAID,HIKMA,1/2/2022,Klurak,L,41,16.7,102.5 +ASYALLU SALSABILA,YULIATI,19/11/22,Klurak,P,32,11.3,90.8 +ACHMAD ARKHANA,NISAK,11/12/2022,Klurak,L,31,11.2,85.4 +M.ARKANA MELFIANO,FENDI/NURUL,1/2/2023,Klurak,L,29,11.9,89.5 +ADZKIYA HAFSAH Q,YUDA/AYU,3/2/2023,Klurak,L,29,11.4,88.7 +M.DIKA HIDAYATULLAH,ULUM/FIRA,5/2/2023,Klurak,L,29,14,95 +M.ARKANZA HAFIDZ. R,AGUS/MA'RIFATUN,5/2/2023,Klurak,L,29,14.5,94.7 +ARHAN ALI YAFI,CITRA/ARIF,4/7/2023,Klurak,L,24,11.9,86.2 +NABILA HANNA A,FEBRI/FITASARI,8/8/2023,Klurak,P,23,11.1,91.2 +ABRIZAM KHALIF D,HARIANTO/ANIE,10/8/2023,Klurak,L,23,14,92.4 +AFWA HANNA SHANUM,AGUS/PURWANTI,29/7/23,Klurak,P,24,13.3,92.5 +KEYSHA OKTAVIA,AGUS/WIDYA,13/10/23,Klurak,P,21,13.3,90.4 +ARUMI ZEA ANANDA,SITI MARYAMA,9/2/2024,Klurak,P,17,9.5,83 +M.RAYYANZA MALIK,YULIATIN,28/3/24,Klurak,L,16,10.9,86 +M.BHADRIKA ARJUNA,ELI RUSDIANA,21/4/24,Klurak,L,15,13.8,87 +EVERINE KYARA,ICA BUDIARTI,26/4/24,Klurak,P,15,11.9,87.6 +Luna Danisa H,EKA SETIA MURNI,7/9/2024,Klurak,P,10,9.1,80 +Affaz Zyn Arrafif,NOVI,14/9/24,Klurak,L,10,9.4,77.9 +M. Rayyan A,SARI,7/11/2024,Klurak,L,8,10.8,80.4 +Sabrina. A,Agung / Ajeng,24/10/24,Klurak,P,9,8.6,74.3 +Sagara,Sutikno/Nuril,18/2/25,Klurak,L,5,8.4,74.4 +A. Elvano Alfarizki,Arifin / Aulia,10/2/2025,Klurak,L,5,9.8,76.6 +Devandra P,Purhadi / Dayana,26/4/25,Klurak,L,3,8.4,75 +Azura Mei L,Aris/Yustin Alima,1/5/2025,Klurak,P,2,8.7,72.5 +M. Devandra Al F,Bagus / Linda,4/11/2025,Klurak,L,3,6.5,63 +MARVELINO HIDAYAT,Taufiq-Riko,19/12/25,Klurak,L,2,5.5,60 +BERLIAN NIHLAH,FUAD/BASYIROH,13/4/23,Krian,P,27,11.3,86.4 +????? ALFARIZKI S,ZENI,16/2/24,Krian,L,17,14.9,89 +KINARA AZKIA,RINA,7/3/2024,Krian,P,16,12.7,85 +DAFINA PUTRI YUMNA,IDA,3/4/2024,Krian,P,15,12.1,83 +AzhvanZayid,ANI,19/6/24,Krian,L,13,10.6,82 +Ibra Alfares,KURNIA,9/8/2024,Krian,L,11,11.3,81.6 +Adibah Khodijah,INDAH,30/8/24,Krian,P,11,9,78 +M. Arsya,WIDYA,1/10/2024,Krian,L,9,10.6,79 +Sabrina Alleyah,AJENG,24/10/24,Krian,P,9,10.6,82 +Adzkiya Luna,SULIS,2/12/2024,Krian,P,7,9.4,76.8 +Aisyah Zahira,Mia / Rudi,30/9/25,Krian,P,5,7.1,64.6 +Nadira elfa S.,IBU,8/12/2025,Krian,P,2,5.2,56.9 +Luna Anggraini,BAPAK,25/10/25,Krian,P,4,6.3,62.9 +Azmi,Soleh/winda,27/3/23,Krian,L,28,14.2,96.1 +AFIKA FALENCIA,NINIK,5/2/2021,Jatikunci,P,53,19.2,111.2 +HELGA RESYALI,WINDA,16/2/21,Jatikunci,P,53,19.1,109.2 +M.DANIS FARA,ARIK,14/10/21,Jatikunci,L,45,17.5,105.5 +KHAVIN ARDANA ADI,SULIHAH,12/11/2021,Jatikunci,L,44,14.6,96 +SAREZA AHMAD,MAULIDA,25/2/22,Jatikunci,L,41,17.7,115 +M.YUSUF AL QARANI,WULIAH,12/8/2022,Jatikunci,L,35,12.3,87 +NADIRA PUTRI H,MUFIDAH,12/6/2022,Jatikunci,P,37,10.4,87 +TAVISHA REVALINA,TITI D,12/21/2022,Jatikunci,P,31,12.4,94 +M. Yusuf Alqarni,WULIAH,12/8/2022,Jatikunci,L,35,15.6,99 +HAIKAL,DAMULIK,8/10/2023,Jatikunci,L,21,12.9,95 +M.ESHAL ZADAN R.,ERIKA,15/7/23,Jatikunci,L,24,14,92.9 +M.IRSYADUL IBAD,WILIYATI,5/16/2023,Jatikunci,L,26,10.6,88 +M.RADITYA,PUJI,5/22/2023,Jatikunci,L,26,12.6,92 +M.KHOIRUN NIZAM,CICI ISTIADAH,20/5/23,Jatikunci,L,26,12.1,90 +M.FATHAN RAYANZA,CICI/FARHAN,30/8/23,Jatikunci,L,23,13.6,91.3 +M.GIBRAN A,HENIK,5/1/2024,Jatikunci,L,18,13.1,89.8 +DERRICK ITO R,FENIWINDA,29/1/24,Jatikunci,L,18,10.6,83 +NADIVA ARSYILA S,SULASTRI,27/1/24,Jatikunci,P,18,10.2,82 +M.RAFASYA E,NURIL ARISKA,4/17/2024,Jatikunci,L,15,15.8,110 +M.GHAFI A,PUTRI YULI/SLAMET,5/4/2024,Jatikunci,L,15,12.3,87.9 +M. Elvano Alfarizqi,ROFIATUL/SUMARNO,12/7/2024,Jatikunci,L,12,11.6,90 +Hanna Azzahra,IMRON/DEWI,11/6/2024,Jatikunci,P,13,8.5,82 +Bachtiar Ahmad A,RATNA,7/10/2024,Jatikunci,L,9,10,82 +M. Arrayan Meilano,Susiati/Sodikin,29/5/25,Jatikunci,L,2,8.15,71 +M. Ibrahim Alfarizqi,Ema/M. Adi S,2/6/2025,Jatikunci,L,1,7.2,68 +Aisyah R?zk?ya,Silvia /Sukron,23/7/25,Jatikunci,P,5,5.9,64 +M.HAIDAR,RUHAYATI,8/1/2022,Kaliputih,L,42,17,103 +M.GENTA,FRISKA,19/3/22,Kaliputih,L,40,14.6,106 +RAEHEL MUMTAZA,SRI WAHYUNI,31/1/22,Kaliputih,L,42,17,105.2 +MARYAM FRISLY ASSAHIDI,SYAFIATUL,10/3/2022,Kaliputih,P,40,14.4,95 +AJRIL ALVIAN,SOLATIL,13/5/22,Kaliputih,L,38,14.9,105 +M.LINGGA ADLY,WIDIAWATI,22/6/22,Kaliputih,L,37,15.7,99.3 +M.AZHRIL AMMAR,INDI/AGUNG,12/4/2022,Kaliputih,L,39,13.6,99 +AUDYA WIDIANTI,RENA,25/7/22,Kaliputih,P,36,15.6,100.1 +DELISA THARA,YANURO,26/7/22,Kaliputih,P,36,11.6,89 +????NIA AQIILA,NANING,27/7/22,Kaliputih,P,36,15.9,100.6 +RAISA QONITANIA,RULIATI,30/5/22,Kaliputih,P,38,15.9,102.7 +OKTAVINA ARETHA,DARIYATI,12/10/2022,Kaliputih,P,33,15.8,97.8 +RAFINDRA ASTARA S,dinda,29/12/22,Kaliputih,L,31,15.3,97.1 +XAQUEL DIRGANTARA,SOFI,3/8/2022,Kaliputih,L,35,15.2,99.5 +SABIRA WAFIKA LIANZA,YANI,30/7/22,Kaliputih,P,36,15.7,98.7 +VIONATHAN DEVANDRA,ERLI,6/11/2022,Kaliputih,P,32,15.5,96.8 +RAYYANZA BIMA P,NUR WAHYUNI,5/11/2022,Kaliputih,L,32,13.2,90.1 +LAKSAMANA DAFA ALTAF,KOMARIA,28/8/22,Kaliputih,L,35,15.6,101.6 +ERINA SALSABILA,MASLIA,15/10/22,Kaliputih,P,33,15.1,97.2 +ANGGUN PUSPITASARI,DALIAMAH,17/12/22,Kaliputih,P,31,14.9,97.9 +RICHO ALDIANSYAH,ASMAUL,24/12/22,Kaliputih,L,31,11.4,92 +RAYYANSA NOVIAN P,WIWIK,24/12/22,Kaliputih,L,31,18.1,101 +WAFI BAGUS,PUTRI,4/6/2022,Kaliputih,L,37,15.2,100 +SEPTIANDA MIKO,RIKA,16/9/22,Kaliputih,L,34,16.9,94.5 +NUSAIBAH NUR,MARSUTIN,20/11/22,Kaliputih,P,32,21.3,105 +FARANNISA ZAHRA A,NOVITASARI,17/1/23,Kaliputih,P,30,15.2,97.5 +PUTRI FEBRIANA ISLAMIYAH,NURUL FADILAH,22/2/23,Kaliputih,P,29,10,86 +ACHMAD SYAFIUL M,HIKMA,20/3/23,Kaliputih,L,28,14.3,95.8 +ADZKYA YASMIN A,IFANA,16/3/23,Kaliputih,P,28,13.4,95 +EZRA A,INGGITA,4/4/2023,Kaliputih,P,27,14.3,96.6 +DEVANKA REZQIANO,DEVI,22/5/23,Kaliputih,L,26,14.5,94.4 +RANIA ELIZA MISBAH,ISABELLA,3/1/2023,Kaliputih,P,30,11.8,89 +ELSHANUM SHERISH,LAILATUL,27/6/23,Kaliputih,P,25,14.3,94.1 +DELISHA RIZKINAYA AISYAH,ALFIATUR/ROSITA,10/7/2023,Kaliputih,P,24,13.5,95 +M.ALVARO WILDANSYAH,FATIMATUZZAHRO,6/8/2023,Kaliputih,L,23,11.6,88 +ELFANI AFLAH AGUSTIAN,NURUL HIDAYATI,27/8/23,Kaliputih,L,23,13.2,92.4 +BERLIANA ALUNA DWI A,TIKA,17/8/23,Kaliputih,P,23,15.2,91 +M.ARKANZA SAPUTRA,SRI WAHYUNI,14/4/23,Kaliputih,L,27,12,86.5 +BILAL ATTAQI,DWI YAN NUR S.,7/8/2023,Kaliputih,L,23,13,88 +NAZRIEL FARZAN WIJAYA,DEWI AINUN,15/8/23,Kaliputih,L,23,13.2,90.4 +M.GIBRAN NARAYANZA,MUHIBBATUL MILLA,9/9/2023,Kaliputih,L,22,9.4,85 +M.ATTARAZKA AJI,AYU APRILIA ANGGI,29/9/23,Kaliputih,L,22,13.5,92.9 +YASMIN NAFEEZA,KUMROTIN,12/11/2023,Kaliputih,P,20,13.6,88.5 +M.ZAIDAN AL GHIFARI,INDI RAHMALIA,6/12/2023,Kaliputih,L,19,10.6,90 +KHALISA ARSY KHUMAIRA,USWATUN,9/12/2023,Kaliputih,P,19,8.8,78 +RAHILDA VANIA PUTRI,DEWI PUTRI,19/9/23,Kaliputih,P,22,11.5,89.5 +ZANUBA ZAHIRA ANSORI,KIKI NOVITA,12/1/2024,Kaliputih,P,18,12.5,85 +BIMA ZYANDRA TRI W,NOVI,16/1/24,Kaliputih,L,18,12.9,89 +RANIAH GENDIS,MARINA,28/2/24,Kaliputih,P,17,12.7,87.3 +SAFEEA AUDRY R,WIJI,19/3/24,Kaliputih,P,16,12.9,86.6 +CLARITA RIZKI R,ERNAWANI,21/4/24,Kaliputih,P,15,12.5,85.4 +GADISA FAWAZIA,NURUL,16/3/24,Kaliputih,P,16,12.2,88 +KENZIE ALVARO DEVANKA,DEWI,3/6/2024,Kaliputih,L,13,8.2,74 +IBRAR NUR IKHSANUL F,FAUZIAH,3/6/2024,Kaliputih,L,13,12,84.6 +M. Gibran Alfarizki,SANTI/EFAN,3/7/2024,Kaliputih,L,12,8,78 +Afsyena Zhea A,VERIS/AMITA,30/9/24,Kaliputih,P,10,8.2,73 +Shabira Nala N,SINTA/SHODIQ,18/10/24,Kaliputih,P,9,8,75 +Emran Tasbiha,HAYYU/DIYAH,25/10/24,Kaliputih,P,9,9.3,76 +Mayra Azzahra K,SITI AZIZAH / MUCHLIS,29/10/24,Kaliputih,P,9,10.5,81.2 +M. Arsha Alfarizki,LAILATUL/ SOBAH,29/10/24,Kaliputih,L,9,7.9,75 +Aisyah Hanum,SITI AISYAH / KHOIRUL,29/10/24,Kaliputih,P,9,9.3,76 +M. Eza Abizar Rizki,Sri Wahyuni/ Heru,1/11/2024,Kaliputih,L,8,10.7,78.2 +Nadira Khairin Azkira,Dina / Ahya Udin,6/12/2024,Kaliputih,P,7,7.7,72 +Danesha Emilya Jessany,Tutut/Joyo,20/12/24,Kaliputih,P,7,10.3,74 +Alleiya Queenatha A,Lisa / Roy,29/12/24,Kaliputih,P,7,10.5,77.6 +Sae Andamar Prasetya,Khusnul/Imron,18/1/25,Kaliputih,L,6,9.5,73 +Abdullah Yafiq B,Habiba / Masduki,15/2/25,Kaliputih,L,5,7.8,71 +Selina Azura Fradea,Asmaul/ Nanang,17/2/25,Kaliputih,P,5,11.5,76 +Arum Bunga Prameswari,Kholifah / Khumaidi,23/2/25,Kaliputih,P,5,8.4,70 +Savero Pradipta,Kasiana/Suwondo,14/6/25,Kaliputih,L,1,6.8,67 +Maulana Abqar Rizki,Ifrotin/Susanto,20/7/25,Kaliputih,L,5,7.4,64 +Kenzio Alfarizki,Silvy/Hermanto,5/8/2025,Kaliputih,L,6,7.5,64 +Aurora Zefalin,Lailatus / Soni,7/8/2025,Kaliputih,P,6,6.6,64 +Arrayyan Purnama,Lely / Agung,21/9/25,Kaliputih,L,5,5.1,62 +Wilona Almeira,Alinsiya / Alfin,21/9/25,Kaliputih,P,5,7.2,63 +M. William Yudistira,Wiwik / Feby,8/9/2025,Kaliputih,L,5,7.2,64 +M. Alfin Ghifari,Aurotul / Joko,2/2/2025,Kaliputih,L,5,9.6,76.8 +Raka Ilham Saputra,Astutik / Darim,10/6/2025,Kaliputih,L,1,5.8,56 +Kanza Arumi Qonita ,Ririn/feri,10/11/2025,Kaliputih,P,3,5.1,57 +Livia Anindita R,Masruroh/sukad,30/11/2025,Kaliputih,P,3,4.3,54 +M.Nattan Alfaris,Taslimah/yudi,10/6/2025,Kaliputih,L,1,6.7,65 +Erzhan Raka prasetya,kharisma/Rag?l,15/1/26,Kaliputih,L,1,3.3,51 +Kaysan Ryu Agastya,M.khoiron/Friska,24/1/2026,Kaliputih,L,1,3,50 +BY NY FATIMA,FATIMAH,26/12/2025,LAMPEJI,P,2,1.8,40 +BY. NY. IKE LESTARI,IKE LESTARI,8/12/2025,LAMPEJI,L,2,1.495,42 +BY NY AMINATUS SA\'DIYAH,AMINATUS SA'DIYAH,4/12/2025,MUMBULSARI,P,2,1.6,44 +TOYYIBATUS SARIROH,M.UMAM/ST ANISA,12/11/2025,LAMPEJI,L,3,2.7,46 +TOYYIBATUS SARIROH,M.UMAM/ST ANISA,12/11/2025,LAMPEJI,L,3,3.6,50.5 +BY.NY.FADILAH INAYATIN FAJRIYAH,fadilah inayatin fijriyah,18/10/2025,KARANGKEDAWUNG,L,4,1.9,45 +BY NY FADILAH INAYATI,Fadilah inayati,18/10/2025,KARANGKEDAWUNG,L,4,1.93,45 +BY. NY SULFA NOVIANA,ny. sulfa noviana,13/10/2025,KARANGKEDAWUNG,P,4,1.37,42 +BY NY MUJIATI,Mujiati,12/10/2025,KAWANGREJO,P,4,4.1,52 +BY NY SINTA WULANDARI,SINTA WULANDARI,11/10/2025,LENGKONG,L,4,2.27,46 +BY NY FIRDAUSIYAH,firdausiyah,4/10/2025,SUCO,P,4,2.7,45 +ALIF KHOIRUZ ZAMAN,M.Rifal faisol/Yunita,3/10/2025,LAMPEJI,L,4,2,44 +ALIFATUR ROHMANIA,M.Rifal faisol/Yunita,3/10/2025,LAMPEJI,P,4,1.9,43 +ALIF KHOIRUZ ZAMAN,M.Rifal faisol/Yunita,3/10/2025,LAMPEJI,L,4,3.3,50 +ALIFATUR ROHMANIA,M.Rifal faisol/Yunita,3/10/2025,LAMPEJI,P,4,3.2,48 +ALIFATUR ROHMANIA,M.Rifal faisol/Yunita,3/10/2025,LAMPEJI,P,4,4.3,53 +FARADIBA SEPTAVIA ARRUMI,DIDIK WAHYONO/SRIFATUL KARIMAH,23/09/2025,KAWANGREJO,P,5,3.3,51 +BY.NY SITI HOIRIYAH,ny. siti hoiriyah,13/09/2025,MUMBULSARI,L,5,3.8,51 +BY NY SAMIATI,SAMIATI,13/09/2025,MUMBULSARI,L,5,3.5,51 +BY NY ANA FITRIAH,ANA FITRIA,9/9/2025,MUMBULSARI,P,5,4.4,48 +BY NY HIKMATUN NISA,NY HIKMATUN NISA,8/9/2025,MUMBULSARI,L,5,3.5,51 +M.RYSZARD ALFARIZQY,ERIK CAHYA/FAIZAH KARIMAH,5/9/2025,KAWANGREJO,L,5,3.2,50 +BY NY SILVIA ULVA,ny silvia ulva,4/9/2025,MUMBULSARI,L,5,4.5,52 +BY NY SENI ARTIKA,SENI ARTIKA,2/9/2025,MUMBULSARI,L,5,3.8,52.1 +BY NY ANITA WULANDARI,NY ANITA WULANDARI,29/08/2025,MUMBULSARI,L,6,3.6,52 +BY NY IFTAHUN,IFTAHUN NIKMAH,26/08/2025,MUMBULSARI,P,6,3.8,51 +BY NY RASTI ANANTA,M RISKI/RASTI ANANTA,25/08/2025,SUCO,P,6,3.7,51 +BY LINDA,lukman hakim/linda,17/08/2025,LAMPEJI,P,6,4,53 +BY LINDA,lukman hakim/linda,17/08/2025,LAMPEJI,P,6,5,56 +BY NY NURUL HILMIYAH,NURUL HILMIYAH,9/8/2025,TAMANSARI,L,6,5.5,52 +BY NY RIZQI PUTRI,RIZQI PUTRI,4/8/2025,TAMANSARI,L,6,5.2,50 +BY NY FAIK FADILAH,FAIK FADILAH,26/07/2025,MUMBULSARI,L,3,4,54 +BILQIS SYIFA AZZAHRA,RONI ARDIANSYAH/ALFIN DAMAYANTI,25/07/2025,LAMPEJI,P,3,4.2,54 +BY NY LULUK MURNIATI,luluk murniati,18/07/2025,LENGKONG,L,3,2.96,45 +MUHAMMAD ROYHAN ALHASAN,ferli safira,17/07/2025,LENGKONG,L,3,4.3,51 +BY NY ENDANG,ENDANG,16/07/2025,MUMBULSARI,P,3,4.2,53 +BAYI (NY) FAIZATUL IMAMAH,NY FAIZATUL IMAMAH,13/07/2025,MUMBULSARI,L,3,1915,43 +BAYI (NY) FAIZATUL IMAMAH,NY FAIZATUL IMAMAH,13/07/2025,MUMBULSARI,L,3,4,53 +NABILA ASIKA,diyah yuliatin,12/7/2025,LENGKONG,P,3,4.4,51 +BY NY HOSIAH,HOSI'AH,11/7/2025,MUMBULSARI,P,3,4.3,52 +CAYLA AZELEA A,WAWAN/SANTI,11/7/2025,LAMPEJI,P,3,7.2,60 +IBRA ARDIYANSYAH,MAHFUD/FAISAH,7/7/2025,LAMPEJI,L,3,4.5,53 +IBRA ARDIYANSYAH,MAHFUD/FAISAH,7/7/2025,LAMPEJI,L,3,6.2,59 +BY NY TUTUT TIKA,TUTUT TIKA,3/7/2025,MUMBULSARI,P,3,4,51 +BY.NY NUR AINI,nur aini,3/7/2025,MUMBULSARI,P,3,3.5,55 +BY NY NUR AINI,nur aini,3/7/2025,MUMBULSARI,P,3,3.5,55 +BY NY SITI AISYAH,NY SITI AISYAH,2/7/2025,MUMBULSARI,P,3,3.6,53 +BY. NIKAWATI NINGSIH,NIKAWATI NINGSIH,1/7/2025,MUMBULSARI,L,3,4.5,52 +MUHAMMAD INDRA ZAKARIA,Mustari/Sulistyorini,30/06/2025,KAWANGREJO,L,1,4.7,57 +MUHAMMAD INDRA ZAKARIA,Mustari/Sulistyorini,30/06/2025,KAWANGREJO,L,1,4.9,58 +MUHAMMAD INDRA ZAKARIA,Mustari/Sulistyorini,30/06/2025,KAWANGREJO,L,1,5.3,61 +MUHAMMAD KAYSAN IZZAN MALIK,FIKRI YANTO/PRISMA,29/06/2025,SUCO,L,1,5.3,60 +BY. NY. SARI AYU,SARI AYU,27/06/2025,SUCO,L,1,1.86,44 +ALIKA RAHMA,AHMAD SOLEHAN/SUCIK,22/06/2025,LAMPEJI,P,1,5.6,58 +ALIKA RAHMA,AHMAD SOLEHAN/SUCIK,22/06/2025,LAMPEJI,P,1,6.3,60 +ABIHZAR ARKANA BIMANTARA,ADI PRASETYO/NILA ARDIANA,20/06/2025,KAWANGREJO,L,1,2.55,46 +MUHAMMAD ALBI PUTRA PRATAMA,NABILATUS ZAHRO,18/06/2025,TAMANSARI,L,1,5.8,60 +NUR HASAN ABDULLAH M.,DIO/DATIL,17/06/2025,SUCO,L,1,5.4,59 +NUR HASAN ABDULLAH M.,DIO/DATIL,17/06/2025,SUCO,L,1,5.4,58 +MUH ADAM FERISKIANO,Suryanto/Iis Ariska,16/06/2025,LAMPEJI,L,1,2.7,46 +BY NY ALFIATUS SOLEHA,ALFIYATUS SOLEHA,16/06/2025,MUMBULSARI,L,1,5.8,60 +BY NY LATIFATUL MUKMINAH,LATIFATUL MUKMINAH,13/06/2025,MUMBULSARI,P,1,4.4,50 +MUHAMMAD FAHRIL NURUL ADHA,NURUS SIFAH,13/06/2025,TAMANSARI,L,1,6.4,62 +BY.NY.NOVA YONIKA,ny.nova yonika,11/6/2025,KAWANGREJO,P,1,1.2,40 +BY NY NOVA YONIKA,nova yonika,11/6/2025,KAWANGREJO,P,1,1.2,40 +AISHWA NAHLA,ABDUL MUQID/SULASTRI,11/6/2025,KAWANGREJO,P,1,6.5,57 +BY NY ULWATUL,NY ULWATUL,10/6/2025,MUMBULSARI,P,1,4.4,50 +SYELINA AURORA AZZAHRA,KHUZAIMATUL R,9/6/2025,LENGKONG,P,1,4,51 +SYELINA AURORA AZZAHRA,khuzaimatul r,9/6/2025,LENGKONG,P,1,4,51 +BY NY MARIA ULFA,MARIA ULFA,6/6/2025,TAMANSARI,L,1,6.3,63 +SITI NAURATUL FAUZIYAH,UMI KULSUM,2/6/2025,TAMANSARI,P,1,4.16,50 +RESTI NUR CAHAYA PUTRI,feni dwi yulitasari,1/6/2025,LENGKONG,P,1,3.7,52 +RESTI NUR CAHAYA PUTRI,feni dwi y,1/6/2025,LENGKONG,P,1,3.7,52 +M. ABIYAN PRATAMA,Nanda/Nuraini,31/05/2025,SUCO,L,2,5.4,60 +M. ABIYAN PRATAMA,Nanda/Nuraini,31/05/2025,SUCO,L,2,5.6,59 +M. ABIYAN PRATAMA,Nanda/Nuraini,31/05/2025,SUCO,L,2,6.3,64 +ZAYRA ALSHAMIRA DARMAWAN,TIZA RIDHO RISKYAH,29/05/2025,TAMANSARI,P,2,6,50.8 +YUDA ABIDZAR RISQI,ISNAINI,27/05/2025,LENGKONG,L,2,3.3,47.2 +BY DINA SAFIRA,Samsul arifin/Dina safira,27/05/2025,KAWANGREJO,P,2,1.7,46 +MUHAMMAD RAFATAN ZAINUL,Zainul/Vita Anggun Nila,25/05/2025,SUCO,L,2,5.6,62 +MUHAMMAD RAFATAN ZAINUL,Zainul/Vita Anggun Nila,25/05/2025,SUCO,L,2,6.3,64 +ZAHRA KHOIRONISA,TAUFIQ/SRIYATI,24/05/2025,LAMPEJI,P,2,4.3,58 +ZAHRA KHOIRONISA,TAUFIQ/SRIYATI,24/05/2025,LAMPEJI,P,2,5.5,59 +ZAHRA KHOIRONISA,TAUFIQ/SRIYATI,24/05/2025,LAMPEJI,P,2,6.1,61 +MUHAMMAD FARAS ANTARASKA,FAIQOTUL HIKMAH,22/05/2025,KARANGKEDAWUNG,L,2,6.6,62 +MUHAMMAD AFNAN,Ali wafa/Husnul Khotimatul,21/05/2025,KAWANGREJO,L,2,5.8,62.5 +AFIFAH NAYLA NUR FAUZAN,NASILAH J,15/05/2025,LENGKONG,P,2,3.3,50.4 +AFIFAH NAYLA NUR FAUZAN,NASILAH J,15/05/2025,LENGKONG,P,2,4.2,52 +M DAFFA RAMDAN ALTHAF,-,11/5/2025,SUCO,L,2,3.3,53 +NAJMA ZAHIRA,-,11/5/2025,SUCO,P,2,5.7,61 +NAJMA ZAHIRA,-,11/5/2025,SUCO,P,2,6.1,62 +M. ARSHAKA AGAM ATHURRIZQI,FENDI CAHYONO/LAILATUL MUKARROMAH,10/5/2025,SUCO,L,2,3.8,55 +MUHAMMAD RASKA RAFANDRA F,MAYA S,10/5/2025,LENGKONG,L,2,2.5,44.2 +KHALISA SALSABILLA,NU R HAIRIYAH,7/5/2025,LENGKONG,P,2,3.8,51.4 +KHALISA SALSABILLA,NU R HAIRIYAH,7/5/2025,LENGKONG,P,2,4.6,52 +MUHAMMAD RAFA,YUSI/WAKIK,4/5/2025,KAWANGREJO,L,2,3.8,53 +MUHAMMAD RAFA,YUSI/WAKIK,4/5/2025,KAWANGREJO,L,2,2.5,46 +M.ANINDIAZ FIRMANSYAH,ANINDIA,4/5/2025,TAMANSARI,L,2,6,57 +M.ANINDIAZ FIRMANSYAH,ANINDIA,4/5/2025,TAMANSARI,L,2,7.6,62 +DANIA EVELINA ZAHRA,RINI AYU S,1/5/2025,LENGKONG,P,2,3.3,47.4 +M. ZIDAN AKBAR,WAHIDATUL,1/5/2025,LENGKONG,L,2,3.7,49.4 +DANIA EVELINA ZAHRA,RINI AYU S,1/5/2025,LENGKONG,P,2,3.1,47.2 +M. ZIDAN AKBAR,WAHIDATUL,1/5/2025,LENGKONG,L,2,3.5,49.2 +AURELLIA ALINA F.,FIFIN,30/04/2025,LENGKONG,P,3,3.2,49.4 +AURELLIA ALINA F.,FIFIN,30/04/2025,LENGKONG,P,3,3,49.2 +RAHMA AISYAH HUMAIRA,SISKA PUJIARSIH,26/04/2025,LENGKONG,P,3,3.9,49.6 +NUR KRISNA B.,FELIA HORSIAH,24/04/2025,LENGKONG,P,3,3.6,61 +SHANUM DWI PUTRI APRILIA,SITI SHOLIHATIN,23/04/2025,LENGKONG,P,3,3.3,47.6 +RENATA APRILIA,SITI HUMAIROH,23/04/2025,LENGKONG,P,3,3.5,47.6 +SHANUM DWI PUTRI APRILIA,SITI SHOLIHATIN,23/04/2025,LENGKONG,P,3,3.1,47.4 +RENATA APRILIA,SITI HUMAIROH,23/04/2025,LENGKONG,P,3,3.3,47.4 +ABIDATUN KAMILAH,M SAHRON/NURSYAMSIAH,22/04/2025,SUCO,P,3,3.5,50 +BY NY IIT MAUDATUL,MUZZAMIL/IIT MAUDATUL,22/04/2025,SUCO,L,3,3.5,51 +ABIDATUN KAMILAH,M SAHRON/NURSYAMSIAH,22/04/2025,SUCO,P,3,2.7,51 +SYIFA AULIA,DIANA,21/04/2025,LENGKONG,P,3,3.2,50.6 +SYIFA AULIA,DIANA,21/04/2025,LENGKONG,P,3,3,50.4 +ABIDZAR ALFAREZA,RISKA W,18/04/2025,LENGKONG,L,3,3.7,50.6 +ABIDZAR ALFAREZA,RISKA W,18/04/2025,LENGKONG,L,3,3.5,50.4 +EZHILAN ALVARAZKA ADINATA,SUSIANI,16/04/2025,LENGKONG,L,3,3.3,50.6 +BY NY SISILIA,BY NY SISILIA,9/4/2025,TAMANSARI,L,3,8.2,62 +MUHAMMAD HANAN ABQORY,YENI SITI,5/4/2025,LENGKONG,L,3,4.1,53.6 +MUHAMMAD HANAN ABQORY,YENI SITI,5/4/2025,LENGKONG,L,3,3.9,53.4 +MUHAMMAD ZAINAL ABIDINA ALI,NASIFAH,4/4/2025,LENGKONG,P,3,4,53.6 +BY NY FITRIYA ULFA,M DAFID/FITRIYA ULFA,4/4/2025,LAMPEJI,L,3,5.2,55 +MUHAMMAD ZAINAL ABIDINA ALI,NASIFAH,4/4/2025,LENGKONG,P,3,3.8,53.4 +INAYAH NUR ROHMAH,NAFILAH,4/4/2025,MUMBULSARI,L,3,8,58 +MUHAMMAD ZAINAL ABIDINA ALI,NASIFAH,4/4/2025,LENGKONG,P,3,4.4,54 +TIO UZAIR PRASETYO,Agus Prasetyo,3/4/2025,SUCO,L,3,5.2,57 +TIO UZAIR PRASETYO,Agus Prasetyo,3/4/2025,SUCO,L,3,4,55 +SITI ZAINAB,SITI FILA MAULIDA,3/4/2025,MUMBULSARI,P,3,6.6,62 +BY NY SITI FILA,SITI FILA MAULIDAH,3/4/2025,MUMBULSARI,P,3,6.7,58 +BY NY ISTIANA,NURUL NAWAWI/ISTIANA,1/4/2025,SUCO,P,3,4.8,56 +SALWA YASMINE RULLINA,HELMIA PUTRI,30/03/2025,LENGKONG,P,4,3.6,49.6 +SALWA YASMINE RULLINA,HELMIA PUTRI,30/03/2025,LENGKONG,P,4,3.4,49.4 +WAIL AHMAD FATIH,ainun,29/03/2025,MUMBULSARI,L,4,7,60 +WAIL AHMAD FATIH,ainun,29/03/2025,MUMBULSARI,L,4,9.2,65 +RANIA PUTRI RAMADHANI,ny,23/03/2025,MUMBULSARI,P,4,7,61 +SYAFIRA KEYRA MAFAZA,SITI MISYATUN,18/03/2025,LENGKONG,P,4,4.1,51.8 +ARDIANSYAH,Hani,17/03/2025,KARANGKEDAWUNG,L,4,5.2,60 +MUHAMMAD ARSYA ALFARIZI,Siti Hotija,17/03/2025,KARANGKEDAWUNG,L,4,6.8,57 +MUHAMMAD ARSYA ALFARIZI,Siti Hotija,17/03/2025,KARANGKEDAWUNG,L,4,6.8,64 +MUHAMMAD FATAN RAMADHANI,RENA,16/03/2025,MUMBULSARI,L,4,9.2, +HAFIZA AZZAHRA,NUR ISTIANAH,15/03/2025,LENGKONG,P,4,3.7,50.8 +HAFIZA AZZAHRA,NUR ISTIANAH,15/03/2025,LENGKONG,P,4,3.5,50.6 +MUHAMMAD ALIF ZIDAN M,SUKARI/SITI,15/03/2025,SUCO,L,4,7,66 +MUHAMMAD ALIF ZIDAN M,SUKARI/SITI,15/03/2025,SUCO,L,4,7,66 +AISYAH ARIFIA RAMADHANI,sulfiatun,14/03/2025,MUMBULSARI,L,4,6.1,56 +AISYAH ARIFIA RAMADHANI,sulfiatun,14/03/2025,MUMBULSARI,L,4,5.7,55.6 +FINA AF\'IDATUS SHOFA,WARDA,14/03/2025,MUMBULSARI,P,4,8,60 +ANISA PUTRI,Totok/WAHYUNI,14/03/2025,LAMPEJI,P,4,7.8,56 +AISYAH ARIFIA RAMADHANI,sulfiatun,14/03/2025,MUMBULSARI,L,4,7.5,62.4 +ATUTALA SEMBAGI D,Viana,12/3/2025,LENGKONG,L,4,3.9,50.6 +SEVIKA AILA R,Sevika Aila R,11/3/2025,LENGKONG,P,4,4.1,51.8 +SEVIKA AILA R,Sevika Aila R,11/3/2025,LENGKONG,P,4,3.9,51.6 +HAIKAL SYARIF RAMADHAN,Fatimah,10/3/2025,KARANGKEDAWUNG,L,4,3.9,55 +SARIFAH,BAIHAKI/ALUF,9/3/2025,SUCO,P,4,4,51 +SARIFAH,BAIHAKI/ALUF,9/3/2025,SUCO,P,4,3.5,53 +KINARA DWI MARETA,Delina Dwi,8/3/2025,TAMANSARI,P,4,7,65 +ARASELY GHEA ARISHSA AZ-ZAHRA,ALVIA,4/3/2025,TAMANSARI,P,4,6.9,54.4 +HASNA KAMILATUL JASIL,Syarifatul,4/3/2025,KARANGKEDAWUNG,L,4,7.7,66 +M FAHIM YAHYA AR ROSYID,NINING ANGGRAINI,3/3/2025,TAMANSARI,L,4,6.9,65 +NAYLA DWI TALITA ZAKIYAH,Ulfiatul Nadiroh,2/3/2025,KARANGKEDAWUNG,P,4,5.2,57 +PUTRI NAILA H,Yuyun,1/3/2025,LENGKONG,P,4,3,47.6 +ALBINNALDO IRAWAN AL GHIFARI,HAFIDAH,27/02/2025,MUMBULSARI,L,5,7,63 +M ILIF NAZRIL UBAYDILLAH,HOLIFAH,27/02/2025,MUMBULSARI,L,5,7,64 +ADZKIYA YUMNA KHUMAIRA,AHMAD FEBRIANTO,25/02/2025,MUMBULSARI,P,5,5.6,53.5 +ANGGUN ALMAHIRA,YENI DWI OKTAVIA,25/02/2025,MUMBULSARI,P,5,4.7,56 +ANGGUN ALMAHIRA,YENI DWI OKTAVIA,25/02/2025,MUMBULSARI,P,5,5.6,61 +MUHAMMAD DERI DATI ANDRA,SOFYAN/PUTRI HAEGI,25/02/2025,SUCO,L,5,7.2,68 +SABRINA RISKIYA PUTRI,SYAHRONI WIJAYA/SITI NURHALIZA,24/02/2025,MUMBULSARI,P,5,6.5,63 +M RHAKA BILAL AL MUBAROK,wasila,23/02/2025,TAMANSARI,L,5,7.8,65 +M.BAGAS AFRIANSYAH,UMMUSA'ADAH,23/02/2025,MUMBULSARI,L,5,9.2,63.5 +M.FADIL HAKIKI,YULIYANTI,23/02/2025,TAMANSARI,L,5,7.5,68.2 +ADIBA KHANZA FEBRIANA,rofiyanto/hanifah,19/02/2025,LAMPEJI,P,5,7.8,66 +M.FIAN AL JEFRI,SAFIRATUL,19/02/2025,TAMANSARI,L,5,9,63.5 +MOH ARSYA,moh romli/siti juhrotul istiana,18/02/2025,KAWANGREJO,L,5,5.6,59 +MUHAMMAD RAFKA RAFARDAN,fadilah,18/02/2025,MUMBULSARI,L,5,7.3,60 +MOH ARSYA,moh romli/siti juhrotul istiana,18/02/2025,KAWANGREJO,L,5,4.8,56 +MUHAMMAD RAFKA RAFARDAN,fadilah,18/02/2025,MUMBULSARI,L,5,6.9,59 +FELIX ALFARIZI HERMAWAN,Citra Novitasari,18/02/2025,LENGKONG,L,5,3.8,50.8 +MOH ARSYA,moh romli/siti juhrotul istiana,18/02/2025,KAWANGREJO,L,5,6.7,64.2 +MOH ARSYA,moh romli/siti juhrotul istiana,18/02/2025,KAWANGREJO,L,5,7.7,67 +MOH ARSYA,moh romli/siti juhrotul istiana,18/02/2025,KAWANGREJO,L,5,7.7,67 +KALUNA ELZIRA N,Yuli Anggraeni,16/02/2025,LENGKONG,P,5,3.9,51.1 +KALUNA ELZIRA N,Yuli Anggraeni,16/02/2025,LENGKONG,P,5,3.7,50.9 +M.ZAKIL DIRGANTARA,RENI,15/02/2025,TAMANSARI,L,5,7.8,68.2 +MUHAMMAD HAMDI,HUSNOL HOTIMAH,13/02/2025,TAMANSARI,L,5,5.7,60 +MUHAMMAD HAMDI,HUSNOL HOTIMAH,13/02/2025,TAMANSARI,L,5,6,62 +AFANDRA DEVINO PUTRA,MAULANA LUCKY /PUTRI NAILA FIRDAUS,12/2/2025,LAMPEJI,L,5,6.5,54 +AFANDRA DEVINO PUTRA,MAULANA LUCKY /PUTRI NAILA FIRDAUS,12/2/2025,LAMPEJI,L,5,6.2,52 +AFANDRA DEVINO PUTRA,MAULANA LUCKY /PUTRI NAILA FIRDAUS,12/2/2025,LAMPEJI,L,5,8.1,63 +KENAN,KEVIN HADI SOFYAN/JAMILA ULFA,12/2/2025,KAWANGREJO,L,5,6.6,68 +GHINA MAFAZA,Risqiyah,11/2/2025,KARANGKEDAWUNG,P,5,6.9,63 +AFIFA ARSIDA SAFINA,BY NY BARROTUL,9/2/2025,MUMBULSARI,P,5,6.6,58 +AFIFA ARSIDA SAFINA,BY NY BARROTUL,9/2/2025,MUMBULSARI,P,5,6.2,58 +MUHAMMAD GAVIN MAHENDRA,Qoimatul,9/2/2025,KARANGKEDAWUNG,L,5,7.9,62 +MUHAMMAD FATIH AMRILLAH,MUHAMMAD FATIH AMRILLAH,4/2/2025,MUMBULSARI,L,5,6,60 +MUHAMMAD FATIH AMRILLAH,MUHAMMAD FATIH AMRILLAH,4/2/2025,MUMBULSARI,L,5,5.5,59 +MAHREN SYAFANA ALMAHIRA,Siti Amina,3/2/2025,KARANGKEDAWUNG,L,5,5.4,59 +MAHREN SYAFANA ALMAHIRA,Siti Amina,3/2/2025,KARANGKEDAWUNG,L,5,7,65 +MAHREN SYAFANA ALMAHIRA,Siti Amina,3/2/2025,KARANGKEDAWUNG,L,5,7.3,68 +MAHREN SYAFANA ALMAHIRA,Siti Amina,3/2/2025,KARANGKEDAWUNG,L,5,6.4,63 +MAHREN SYAFANA ALMAHIRA,Siti Amina,3/2/2025,KARANGKEDAWUNG,L,5,6.4,63 +RANIA PUTRI MAHARANI,nuryoto/sulastri,31/01/2025,KAWANGREJO,P,6,6.7,63 +M RAFASYA AL GHIFARI,FIDAYANTI,30/01/2025,MUMBULSARI,L,6,6.5,58 +SAYYIDAH FATIMAH A.,Siti Nur Kholifah,28/01/2025,LENGKONG,P,6,3.9,51 +PUTRI HAWA,JUNAIDI/SITI NIRHATIN,26/01/2025,SUCO,P,6,6.7,64.5 +PUTRI HAWA,JUNAIDI/SITI NIRHATIN,26/01/2025,SUCO,P,6,6.7,63 +M DELVIN ALFARISI,herni,22/01/2025,MUMBULSARI,L,6,7,67 +ARKAN FIRDAUS MAULANA,Arkan Firdaus maulana,20/01/2025,MUMBULSARI,L,6,6.3,60 +ARKAN FIRDAUS MAULANA,Arkan Firdaus maulana,20/01/2025,MUMBULSARI,L,6,5.9,59 +ARKAN FIRDAUS MAULANA,Arkan Firdaus maulana,20/01/2025,MUMBULSARI,L,6,7,66 +BY NY IRMATUS SOLEHA,irmatus soleha,16/01/2025,LENGKONG,P,6,4.3,51 +FAZA ABIDZAR,WARDATUL,16/01/2025,TAMANSARI,L,6,10.3,68 +FAZA ABIDZAR,WARDATUL,16/01/2025,TAMANSARI,L,6,10.2,68.2 +M FADLAN PRATAMA,LATIFAH,12/1/2025,MUMBULSARI,L,6,7,63 +MUHAMMAD ZAKI MALIK,Aisyah,8/1/2025,LENGKONG,L,6,7.1,64 +MUHAMMAD FAHMI ALFARISI,ABDUL AZIZ/NIWATI,2/1/2025,SUCO,L,6,6.5,61 +MUHAMMAD FAHMI ALFARISI,ABDUL AZIZ/NIWATI,2/1/2025,SUCO,L,6,6,60 +MUHAMMAD FAREL ARDIANSAH,Firman Ardiansah/Lailatul Qomariyah,31/12/2024,LAMPEJI,L,7,8,68 +NURUR ROHMA,istiqomAH,30/12/2024,KARANGKEDAWUNG,L,7,7.4,67 +NURUR ROHMA,istiqomAH,30/12/2024,KARANGKEDAWUNG,L,7,7.7,69 +NURUR ROHMA,istiqomAH,30/12/2024,KARANGKEDAWUNG,L,7,7.7,69 +BY NY WARDATUL,DIKI/WARDATUL,23/12/2024,SUCO,L,7,6.9,68 +BY NY WARDATUL,DIKI/WARDATUL,23/12/2024,SUCO,L,7,7.1,68 +BY NY WARDATUL,DIKI/WARDATUL,23/12/2024,SUCO,L,7,7.7,70 +BY NY LULUK ULHIKMAH,ABD.HAMIM/LULUK UL HIKMAH,14/12/2024,TAMANSARI,L,7,8.5,67 +MUHAMMAD ARSYA ALFARIQI,FATHOROSI/RENI,10/12/2024,SUCO,L,7,7,62.5 +M NATHAN AL GHAZALI,RENDA / ARI MUJI,8/12/2024,MUMBULSARI,L,7,9,68 +MUHAMMAD KAFILLAH,RIZKA AZIZAH/ROFIKI,2/12/2024,SUCO,L,7,6.3,58 +MUHAMMAD KAFILLAH,RIZKA AZIZAH/ROFIKI,2/12/2024,SUCO,L,7,5.5,57 +ABIDARUL IHZA YUMNA IZZATI,SEPTIAAN EKO WIJAKSONO/SITI MAESAROH,2/12/2024,LAMPEJI,P,7,10.6,62 +MUHAMMAD KAFILLAH,RIZKA AZIZAH/ROFIKI,2/12/2024,SUCO,L,7,7.3,61 +MUHAMMAD KAFILLAH,RIZKA AZIZAH/ROFIKI,2/12/2024,SUCO,L,7,7.4,62 +MUHAMMAD KAFILLAH,RIZKA AZIZAH/ROFIKI,2/12/2024,SUCO,L,7,7.5,62 +BARIROTUN MAKSUMAH,efendi/ririn,1/12/2024,SUCO,P,7,4.7,53.9 +BARIROTUN MAKSUMAH,efendi/ririn,1/12/2024,SUCO,P,7,4.7,58 +BARIROTUN MAKSUMAH,efendi/ririn,1/12/2024,SUCO,P,7,5.5,66 +BARIROTUN MAKSUMAH,efendi/ririn,1/12/2024,SUCO,P,7,5.7,67 +BARIROTUN MAKSUMAH,efendi/ririn,1/12/2024,SUCO,P,7,6,68 +NAYAKA AGRATA P,JOKO / NURAINI,18/11/2024,MUMBULSARI,L,8,9,65 +SALWA KHUMAIRA,Salwa Khumaira,12/11/2024,KARANGKEDAWUNG,L,8,9.1,71 +M.RAFLI ZIDAN MAULANA,BUSARI/EVA PURWANINGSIH,11/11/2024,SUCO,L,8,6.6,65 +M.RAFLI ZIDAN MAULANA,BUSARI/EVA PURWANINGSIH,11/11/2024,SUCO,L,8,6,64.5 +MUHAMMAD SOHIBUL Q,IRHAM/ROISATUL,10/11/2024,SUCO,L,8,5.4,61 +MUHAMMAD SOHIBUL Q,IRHAM/ROISATUL,10/11/2024,SUCO,L,8,5.4,60 +MUHAMMAD SOHIBUL Q,IRHAM/ROISATUL,10/11/2024,SUCO,L,8,6.1,64 +MUHAMMAD SOHIBUL Q,IRHAM/ROISATUL,10/11/2024,SUCO,L,8,6.6,67 +GARCEL GLEAN ALFAJAR,M DEDIYANSYAH/KEKE PUSPITASARI,8/11/2024,LAMPEJI,L,8,9,70 +GARCEL GLEAN ALFAJAR,M DEDIYANSYAH/KEKE PUSPITASARI,8/11/2024,LAMPEJI,L,8,9.9,71 +ALVINA KHOIRUNNISA,M.ALFIN/SITI NUR INAYAH,6/11/2024,TAMANSARI,P,8,7.3,57 +BY NY ARIK,arik,3/11/2024,LAMPEJI,L,8,6.3,65 +ANINDIRA ZEA HUMAIRA,Yuliatin Hasanah,27/10/2024,KARANGKEDAWUNG,L,9,9.1,70 +ANINDIRA ZEA HUMAIRA,Yuliatin Hasanah,27/10/2024,KARANGKEDAWUNG,L,9,9.3,70 +MUHAMMAD FATHAN ALFARONI,SUGIONO/SITI LAILATULHOIRIAH,26/10/2024,SUCO,L,9,7.6,64 +MUHAMMAD FATHAN ALFARONI,SUGIONO/SITI LAILATULHOIRIAH,26/10/2024,SUCO,L,9,7,61 +MUHAMMAD FATHAN ALFARONI,SUGIONO/SITI LAILATULHOIRIAH,26/10/2024,SUCO,L,9,8,70 +MUHAMMAD FATHAN ALFARONI,SUGIONO/SITI LAILATULHOIRIAH,26/10/2024,SUCO,L,9,8,71 +M DAVIN,DEVA,25/10/2024,SUCO,L,9,7.1,71 +M DAVIN,DEVA,25/10/2024,SUCO,L,9,7.5,72 +MUHAMMAD MAULANA,ISMATUN,22/10/2024,MUMBULSARI,L,9,8.5,69 +ARGA SETIAWAN R,NOVILA SONATA,21/10/2024,LAMPEJI,L,9,8.5,59 +ARGA SETIAWAN R,NOVILA SONATA,21/10/2024,LAMPEJI,L,9,8.2,59 +ARGA SETIAWAN R,NOVILA SONATA,21/10/2024,LAMPEJI,L,9,10,63 +Ahmad febiyan A.,febi fitriah,19/10/2024,LENGKONG,L,9,6.3,59.9 +Ahmad febiyan A.,febi fitriah,19/10/2024,LENGKONG,L,9,6.1,59.7 +MUHAMMAD DAFFA MUNIRY SYAFI,SYAMSUL ARIFIN/ULFIATUS SOLEHA,16/10/2024,LAMPEJI,L,9,10.6,64 +MUHAMMAD DAFFA MUNIRY SYAFI,SYAMSUL ARIFIN/ULFIATUS SOLEHA,16/10/2024,LAMPEJI,L,9,10.8,71 +MUHAMMAD DAFFA MUNIRY SYAFI,SYAMSUL ARIFIN/ULFIATUS SOLEHA,16/10/2024,LAMPEJI,L,9,11,68 +NAIFA ALYA,RODIYATUL HAMALIAH,13/10/2024,TAMANSARI,P,9,7,65 +NAIFA ALYA,RODIYATUL HAMALIAH,13/10/2024,TAMANSARI,P,9,7.3,65 +BY NY WINDI,Siti Ubay wahyuni/Windi,10/10/2024,KAWANGREJO,L,9,8.6,71.5 +BY NY WINDI,Siti Ubay wahyuni/Windi,10/10/2024,KAWANGREJO,L,9,8.8,72 +FELIYSA OKTAVIA,MAHFID/SITI RUKMIATI,8/10/2024,LAMPEJI,P,9,10,64 +FELIYSA OKTAVIA,MAHFID/SITI RUKMIATI,8/10/2024,LAMPEJI,P,9,10.4,70 +FELIYSA OKTAVIA,MAHFID/SITI RUKMIATI,8/10/2024,LAMPEJI,P,9,10.6,67 +ANINDIA PUTRI H,PUTRI AYU DEWI L,6/10/2024,MUMBULSARI,P,9,6.8,57 +ANINDIA PUTRI H,PUTRI AYU DEWI L,6/10/2024,MUMBULSARI,P,9,6.6,57 +ANINDIA PUTRI H,PUTRI AYU DEWI L,6/10/2024,MUMBULSARI,P,9,8.7,66 +GIANA QUINZA A,Intan Elok FAIQOH,1/10/2024,MUMBULSARI,P,9,9.5,63 +MUHAMMAD RAFANDRA WAHYUDI,ANTON WAHYUDI/TITIK,24/09/2024,LAMPEJI,L,10,10.8,73 +M BILAL AL KHAUZAR,SUGIYANTO/HOLISATIN,22/09/2024,LAMPEJI,L,10,11,65 +M BILAL AL KHAUZAR,SUGIYANTO/HOLISATIN,22/09/2024,LAMPEJI,L,10,9.9,72 +M BILAL AL KHAUZAR,SUGIYANTO/HOLISATIN,22/09/2024,LAMPEJI,L,10,11.5,68 +AZQIARA YUMNA,M.AINUR/LAILATUL HOIROH,15/09/2024,TAMANSARI,P,10,7.3,66 +MUHAMMAD EGI MAULANA,NITA AMELIA,13/09/2024,LAMPEJI,L,10,6.4,60 +MUHAMMAD EGI MAULANA,NITA AMELIA,13/09/2024,LAMPEJI,L,10,5.7,60 +MUHAMMAD EGI MAULANA,NITA AMELIA,13/09/2024,LAMPEJI,L,10,7.3,63 +MUHAMMAD EGI MAULANA,NITA AMELIA,13/09/2024,LAMPEJI,L,10,7.3,64 +SOVIA MAULIDA,FARIDA,13/09/2024,TAMANSARI,P,10,10,71.2 +MUHAMMAD EGI MAULANA,NITA AMELIA,13/09/2024,LAMPEJI,L,10,7.5,69 +Rania Maulidatul Azzahra,Novia Indah Lestari,13/09/2024,TAMANSARI,P,10,6,65.5 +MUHAMMAD FADLI MUBAROK,SULTON/DEVI,11/9/2024,SUCO,L,10,5.4,62 +MUHAMMAD FADLI MUBAROK,SULTON/DEVI,11/9/2024,SUCO,L,10,5,62 +MUHAMMAD FADLI MUBAROK,SULTON/DEVI,11/9/2024,SUCO,L,10,7.4,67 +MUHAMMAD FADLI MUBAROK,SULTON/DEVI,11/9/2024,SUCO,L,10,7.8,72 +MUHAMMAD FADLI MUBAROK,SULTON/DEVI,11/9/2024,SUCO,L,10,8,72 +Fathiya chasnatus,PUTRI AYU,9/9/2024,LENGKONG,P,10,7,62.4 +Fathiya chasnatus,PUTRI AYU,9/9/2024,LENGKONG,P,10,6.8,62.2 +Fathiya chasnatus,PUTRI AYU,9/9/2024,LENGKONG,P,10,7.6,63 +MUHAMMAD ABYAN MA\'RUF,IFATUL HASANAH,8/9/2024,LAMPEJI,L,10,11.3,73 +SOVIA MAULIDA,FARIDA,5/9/2024,TAMANSARI,P,10,7.3,66 +RHAKA,ABELIA,3/9/2024,TAMANSARI,L,10,6.7,66 +NADIA AGUSTINA,HUSNUL HOTIMAH,28/08/2024,MUMBULSARI,P,11,8.7,68 +M LINTANG DAVINDRA,ZAENUL ARIFIN/DEWI NISAH AZIZAH,23/08/2024,LAMPEJI,L,11,10,71 +M LINTANG DAVINDRA,ZAENUL ARIFIN/DEWI NISAH AZIZAH,23/08/2024,LAMPEJI,L,11,10.2,73 +M LINTANG DAVINDRA,ZAENUL ARIFIN/DEWI NISAH AZIZAH,23/08/2024,LAMPEJI,L,11,7.9,73 +BY NY BABUN,BABUN/MUBAROK,6/8/2024,SUCO,P,11,7.3,71 +BY NY BABUN,BABUN/MUBAROK,6/8/2024,SUCO,P,11,7.4,71 +BY NY BABUN,BABUN/MUBAROK,6/8/2024,SUCO,P,11,7.5,71 +SYAFIA ZANETA,SILFIAH / SAHRUL,2/8/2024,MUMBULSARI,P,11,6.6,59 +MUHAMMAD ALFINI BAHTIAR,Fita Wulandari,26/07/2024,KAWANGREJO,L,12,8,75 +M.GALVINO EFENDIK,bawon umi salama,22/07/2024,KAWANGREJO,L,12,7.6,69 +M.GALVINO EFENDIK,bawon umi salama,22/07/2024,KAWANGREJO,L,12,8,67 +FARADISA NAJWA,fatimatus zuhro,15/07/2024,LAMPEJI,P,12,8.8,67 +FARADISA NAJWA,fatimatus zuhro,15/07/2024,LAMPEJI,P,12,8.5,67 +ARSAKA PUTRA,WIEKE NUR HASANAH,15/07/2024,LAMPEJI,L,12,8.6,75 +ARSAKA PUTRA,WIEKE NUR HASANAH,15/07/2024,LAMPEJI,L,12,9.2,75.5 +Layla Intan,SINDIYANTI,12/7/2024,LENGKONG,P,12,7.6,67.5 +Layla Intan,SINDIYANTI,12/7/2024,LENGKONG,P,12,7.4,67.3 +Layla Intan,SINDIYANTI,12/7/2024,LENGKONG,P,12,8.3,68.2 +HAFIZA AZALIA MARGARETHA,LILIK SUSANTI,11/7/2024,KARANGKEDAWUNG,L,12,8.6,70 +HAFIZA AZALIA MARGARETHA,Lilik Susanti,11/7/2024,KARANGKEDAWUNG,L,12,8.6,70 +HAFIZA AZALIA MARGARETHA,LILIK SUSANTI,11/7/2024,KARANGKEDAWUNG,L,12,8.4,68 +HAFIZA AZALIA MARGARETHA,Lilik Susanti,11/7/2024,KARANGKEDAWUNG,L,12,8.4,68 +HAFIZA AZALIA MARGARETHA,LILIK SUSANTI,11/7/2024,KARANGKEDAWUNG,L,12,9.2,73 +HAFIZA AZALIA MARGARETHA,Lilik Susanti,11/7/2024,KARANGKEDAWUNG,L,12,9.2,73 +HAFIZA AZALIA MARGARETHA,LILIK SUSANTI,11/7/2024,KARANGKEDAWUNG,L,12,9.4,75 +HAFIZA AZALIA MARGARETHA,Lilik Susanti,11/7/2024,KARANGKEDAWUNG,L,12,9.4,75 +HAFIZA AZALIA MARGARETHA,LILIK SUSANTI,11/7/2024,KARANGKEDAWUNG,L,12,9.6,75 +HAFIZA AZALIA MARGARETHA,Lilik Susanti,11/7/2024,KARANGKEDAWUNG,L,12,9.6,75 +HAFIZA AZALIA MARGARETHA,LILIK SUSANTI,11/7/2024,KARANGKEDAWUNG,L,12,9.6,75 +HAFIZA AZALIA MARGARETHA,Lilik Susanti,11/7/2024,KARANGKEDAWUNG,L,12,9.6,75 +UMAYZAROH,AHMAD NUR APRILIANTO/NIDAUL LUTFIAH,7/7/2024,LAMPEJI,P,12,11.5,72 +KAVI RASYA BUDIANTO,Siti Fatimah,3/7/2024,KAWANGREJO,L,12,6.9,69 +KAVI RASYA BUDIANTO,Siti Fatimah,3/7/2024,KAWANGREJO,L,12,7.6,71 +KAVI RASYA BUDIANTO,Siti Fatimah,3/7/2024,KAWANGREJO,L,12,8,72 +KAVI RASYA BUDIANTO,Siti Fatimah,3/7/2024,KAWANGREJO,L,12,8.2,73 +DEWI WULANDARI,Siti hotija,2/7/2024,KAWANGREJO,P,12,8.5,72.5 +DEWI WULANDARI,Siti hotija,2/7/2024,KAWANGREJO,P,12,8.5,72.5 +FARA LATIFATUL QOLBI,Almaisaroh,30/06/2024,KARANGKEDAWUNG,L,13,8.4,71 +FARA LATIFATUL QOLBI,Almaisaroh,30/06/2024,KARANGKEDAWUNG,L,13,9,73 +FARA LATIFATUL QOLBI,Almaisaroh,30/06/2024,KARANGKEDAWUNG,L,13,9.5,76 +FARA LATIFATUL QOLBI,Almaisaroh,30/06/2024,KARANGKEDAWUNG,L,13,9.5,76 +MUHAMMAD AL GHAZALI,MURSILA / IYON,22/06/2024,MUMBULSARI,L,13,10,73 +MAULIDA ARETA,novita,19/06/2024,LAMPEJI,P,13,7.6,69 +MAULIDA ARETA,novita,19/06/2024,LAMPEJI,P,13,8,71 +MAULIDA ARETA,novita,19/06/2024,LAMPEJI,P,13,7.8,71 +BY NY FIRDA,Firda Halimatus Sakdiyah,14/06/2024,KAWANGREJO,P,13,8.1,74.6 +ZAKI,INDAH,11/6/2024,TAMANSARI,L,13,10.1,74 +AHMAD RAIHAN,SILVIANA / SOBRI,31/05/2024,MUMBULSARI,L,14,9.5,72 +NINDIA AMATUL LATIFAH,Winda Sari,27/05/2024,KARANGKEDAWUNG,L,14,8.1,71 +NINDIA AMATUL LATIFAH,Winda Sari,27/05/2024,KARANGKEDAWUNG,L,14,8.8,70 +NINDIA AMATUL LATIFAH,Winda Sari,27/05/2024,KARANGKEDAWUNG,L,14,8.7,75 +NINDIA AMATUL LATIFAH,Winda Sari,27/05/2024,KARANGKEDAWUNG,L,14,8.9,75 +NINDIA AMATUL LATIFAH,Winda Sari,27/05/2024,KARANGKEDAWUNG,L,14,9.1,76 +NINDIA AMATUL LATIFAH,Winda Sari,27/05/2024,KARANGKEDAWUNG,L,14,9.1,76 +MUHAMMAD REHAN,JAMILATUL,26/05/2024,TAMANSARI,L,14,11.2,72 +MUHAMMAD REHAN,JAMILATUL,26/05/2024,TAMANSARI,L,14,11.5,75 +MUHAMMAD REHAN,JAMILATUL,26/05/2024,TAMANSARI,L,14,12,76 +MUHAMMAD REHAN,JAMILATUL,26/05/2024,TAMANSARI,L,14,12.2,76.2 +OLIVIA ADELIA CASANDRA,MAMIKATUS SHOLEHA,24/05/2024,MUMBULSARI,P,14,8.3,66.5 +OLIVIA ADELIA CASANDRA,MAMIKATUS SHOLEHA,24/05/2024,MUMBULSARI,P,14,8.1,66.4 +NAILA,HAYATI,23/05/2024,TAMANSARI,P,14,9.1,70 +BY NY SATUPAH,SATUPAH,23/05/2024,LENGKONG,L,14,9.8,74 +AHMAD ARSID A,ADINDA / SETIAWAN,21/05/2024,SUCO,L,14,7,72.5 +FARHAN,LAILATUL ISTIMAH,18/05/2024,TAMANSARI,L,14,12,67 +Maura putri wulandari,Anita eka,16/05/2024,LENGKONG,P,14,8.8,69.3 +Maura putri wulandari,Anita eka,16/05/2024,LENGKONG,P,14,8.6,69.1 +Maura putri wulandari,Anita eka,16/05/2024,LENGKONG,P,14,9.5,70 +M NATHAN SAQUIL ANGGARA,NADIA / ANGGIK,14/05/2024,MUMBULSARI,L,14,13,75 +MUHAMMAD PUTRA ABDULLAH,Winda Sari,13/05/2024,KARANGKEDAWUNG,L,14,6.4,71 +MUHAMMAD PUTRA ABDULLAH,Winda Sari,13/05/2024,KARANGKEDAWUNG,L,14,6.2,70 +AHMADI,NADIVATUL,13/05/2024,TAMANSARI,L,14,9.5,76 +MUHAMMAD PUTRA ABDULLAH,Winda Sari,13/05/2024,KARANGKEDAWUNG,L,14,7,75 +AHMADI,NADIVATUL,13/05/2024,TAMANSARI,L,14,9.7,77 +MUHAMMAD PUTRA ABDULLAH,Winda Sari,13/05/2024,KARANGKEDAWUNG,L,14,7.2,75 +MUHAMMAD PUTRA ABDULLAH,Winda Sari,13/05/2024,KARANGKEDAWUNG,L,14,7.4,76 +MUHAMMAD PUTRA ABDULLAH,Winda Sari,13/05/2024,KARANGKEDAWUNG,L,14,7.4,76 +RISQIANA,SITI WAQIAH/ M QURDIANTO,11/5/2024,SUCO,P,14,7.8,74 +RISQIANA,SITI WAQIAH/ M QURDIANTO,11/5/2024,SUCO,P,14,77.5,74 +AHMAD FAWWAZ,HOLISAH / ABD HA,10/5/2024,SUCO,L,14,9.9,73 +Kinandita frananda meysa,SITI NUR AZIZAH,10/5/2024,LENGKONG,P,14,8.7,70.4 +Kinandita frananda meysa,SITI NUR AZIZAH,10/5/2024,LENGKONG,P,14,9.5,71 +M.rafka pratama,Siti umi hasanah beni,8/5/2024,LENGKONG,P,14,9,71.9 +FARUK,TOIFATUL H,7/5/2024,TAMANSARI,L,14,10,78 +SITI FATIMAH,SITI KOMARIYAH,5/5/2024,TAMANSARI,P,14,10,71 +Muhammad Daffa,Moh Rizal,4/5/2024,LENGKONG,L,14,9.7,73.3 +Muhammad Daffa,Moh Rizal,4/5/2024,LENGKONG,L,14,10.4,74 +MUHAMMAD FAIZ MUSTOFA,Siti munawaroh/Nurul mustofa,24/04/2024,KAWANGREJO,L,15,9.5,77 +MUHAMMAD FAIZ MUSTOFA,Siti munawaroh/Nurul mustofa,24/04/2024,KAWANGREJO,L,15,9.8,75 +ZAYYIDIAH AMINA,DWI INTAN,23/04/2024,MUMBULSARI,P,15,8.5,70 +ZAYYIDIAH AMINA,DWI INTAN,23/04/2024,MUMBULSARI,P,15,8.2,70 +ZAYYIDIAH AMINA,DWI INTAN,23/04/2024,MUMBULSARI,P,15,9,70 +M AFRIANSYAH,FERAWATI,23/04/2024,SUCO,L,15,9.5,78 +Nurul safitri,ROFIAH,12/4/2024,LENGKONG,P,15,6.7,70.5 +Nurul safitri,ROFIAH,12/4/2024,LENGKONG,P,15,6.5,70.3 +Nurul safitri,ROFIAH,12/4/2024,LENGKONG,P,15,7.5,71.2 +ALISA,ULUNG,11/4/2024,LAMPEJI,P,15,7.6,71 +ALISA,ULUNG,11/4/2024,LAMPEJI,P,15,7.8,72 +ALISA,ULUNG,11/4/2024,LAMPEJI,P,15,8,73 +AL JAILANI,SARASWATI,9/4/2024,TAMANSARI,L,15,8.6,70 +SITI DIANATUS SAFIQOH,NURUL DHORINA,5/4/2024,KAWANGREJO,P,15,7.7,75 +SITI DIANATUS SAFIQOH,NURUL DHORINA,5/4/2024,KAWANGREJO,P,15,7.7,75 +SITI DIANATUS SAFIQOH,NURUL DHORINA,5/4/2024,KAWANGREJO,P,15,7.9,76.2 +HASAN UBAYDILLAH,ROSAFATUL HASANAH,1/4/2024,LAMPEJI,L,15,11,71 +HASAN UBAYDILLAH,ROSAFATUL HASANAH,1/4/2024,LAMPEJI,L,15,10.8,71 +HASAN UBAYDILLAH,ROSAFATUL HASANAH,1/4/2024,LAMPEJI,L,15,12,74 +AULIA,ABEL PUTRI,29/03/2024,SUCO,P,16,8.4,74 +AULIA,ABEL PUTRI,29/03/2024,SUCO,P,16,8.5,74 +AULIA,ABEL PUTRI,29/03/2024,SUCO,P,16,8.4,74 +REFAN,HOTIMAH/ULUM,28/03/2024,TAMANSARI,L,16,11.4,72 +NOVAL,HOTIMAH ULUM,28/03/2024,TAMANSARI,L,16,12.5,73 +REFAN,HOTIMAH/ULUM,28/03/2024,TAMANSARI,L,16,12,74.2 +IMDAD RABBANI,NUR AINI,24/03/2024,SUCO,L,16,8.9,71.2 +IMDAD RABBANI,NUR AINI,24/03/2024,SUCO,L,16,8.7,71 +IMDAD RABBANI,NUR AINI,24/03/2024,SUCO,L,16,9.1,77 +IMDAD RABBANI,NUR AINI,24/03/2024,SUCO,L,16,9.3,78 +GALANG,AHMAD ZAINURI/siti fadila,23/03/2024,KAWANGREJO,L,16,9.5,79 +GALUH,FAIQOH MUHAMMAD ALI,19/03/2024,TAMANSARI,L,16,10.8,70.8 +MUHAMMAD SHAKA,A.ZIZI / MUFIDA,19/03/2024,MUMBULSARI,L,16,11,75 +MUHAMMAD SHAKA,A.ZIZI / MUFIDA,19/03/2024,MUMBULSARI,L,16,9.5, +GAFI,ICA IMAM,15/03/2024,TAMANSARI,L,16,9,70 +GAFI,ICA IMAM,15/03/2024,TAMANSARI,L,16,11.9,75 +LEONARDO RAMADHAN,JIHAN,12/3/2024,LAMPEJI,L,16,9.4,71 +LEONARDO RAMADHAN,JIHAN,12/3/2024,LAMPEJI,L,16,10,72 +LEONARDO RAMADHAN,JIHAN,12/3/2024,LAMPEJI,L,16,10.3,73 +LEONARDO RAMADHAN,JIHAN,12/3/2024,LAMPEJI,L,16,11,78 +LEONARDO RAMADHAN,JIHAN,12/3/2024,LAMPEJI,L,16,10.7,75 +BY.NY HALIMATUS,HALIMATUS/DIANTO 1,9/3/2024,MUMBULSARI,P,16,9.5,74.5 +Mazaya Raline Shidqia,Donny Ramadhantika,9/3/2024,LENGKONG,P,16,10,74 +SITI NAIMAH,SITI NAIMAH,7/3/2024,SUCO,L,16,8.6,71.5 +SITI NAIMAH,SITI NAIMAH,7/3/2024,SUCO,L,16,8.6,71 +ILYAS,ILATUR,1/3/2024,SUCO,L,16,8.5,71.7 +ILYAS,ILATUR,1/3/2024,SUCO,L,16,8.2,71.3 +ILYAS,ILATUR,1/3/2024,SUCO,L,16,8.9,77 +ILYAS,ILATUR,1/3/2024,SUCO,L,16,9.1,78 +ILYAS,ILATUR,1/3/2024,SUCO,L,16,9.2,79 +Afifatun Najwa,Siti Nuraini Ludi Kariawan,24/02/2024,LENGKONG,L,17,9,72.3 +Afifatun Najwa,Siti Nuraini Ludi Kariawan,24/02/2024,LENGKONG,L,17,8.8,72.1 +Afifatun Najwa,Siti Nuraini Ludi Kariawan,24/02/2024,LENGKONG,L,17,9.4,72.7 +Muhammad Rafa Maulana Anggara,Muhammad Ridwan D. A,24/02/2024,LENGKONG,L,17,10.2,77 +Muhammad Rafa Maulana Anggara,Muhammad Ridwan D. A,24/02/2024,LENGKONG,L,17,1006,78 +SITI AISYAH,,22/02/2024,MUMBULSARI,P,17,7.1,72 +SITI AISYAH,,22/02/2024,MUMBULSARI,P,17,7.1,67 +RAFAEL,YANTI,21/02/2024,SUCO,L,17,9.7,72.3 +RAFAEL,YANTI,21/02/2024,SUCO,L,17,7.25,73 +RAFAEL,YANTI,21/02/2024,SUCO,L,17,10.4,72.6 +DAVIN,SITI MAISUN,19/02/2024,SUCO,L,17,7.6,73 +RESTI PUTRI HUMAIROH,NURHASANAH,19/02/2024,LAMPEJI,L,17,9.2,75 +DAVIN,SITI MAISUN,19/02/2024,SUCO,L,17,7.5,71 +RESTI PUTRI HUMAIROH,NURHASANAH,19/02/2024,LAMPEJI,L,17,9,74 +DAVIN,SITI MAISUN,19/02/2024,SUCO,L,17,8.4,72 +RESTI PUTRI HUMAIROH,NURHASANAH,19/02/2024,LAMPEJI,L,17,9.8,77 +DAVIN,SITI MAISUN,19/02/2024,SUCO,L,17,8.2,72 +RESTI PUTRI HUMAIROH,NURHASANAH,19/02/2024,LAMPEJI,L,17,10,78 +DAVIN,SITI MAISUN,19/02/2024,SUCO,L,17,8.2,74 +RESTI PUTRI HUMAIROH,NURHASANAH,19/02/2024,LAMPEJI,L,17,10.2,79 +ANDRE,REZA ELOK,18/02/2024,TAMANSARI,L,17,10,78 +AZAM,HOSNI,16/02/2024,TAMANSARI,L,17,10.3,72 +AZAM,HOSNI,16/02/2024,TAMANSARI,L,17,10.5,72 +AHMAD ARKHAN RAFIF,FATIM,15/02/2024,LAMPEJI,L,17,11,76.5 +AHMAD ARKHAN RAFIF,FATIM,15/02/2024,LAMPEJI,L,17,11.3,79 +NABIL ALGA ZAFRAN,faik natul hikmah,14/02/2024,LAMPEJI,L,17,10.2,75 +ALMAHIRA,HEMA,12/2/2024,TAMANSARI,P,17,11,70 +ALMAHIRA,HEMA,12/2/2024,TAMANSARI,P,17,8.5,70 +NADIRA KANZA AULIA,,9/2/2024,MUMBULSARI,P,17,8.7,73 +M. IBNU KHOIR,IFA DALILA/ACH.KHOIRUL,8/2/2024,MUMBULSARI,L,17,10,76 +VINO,SITI URIP,8/2/2024,TAMANSARI,L,17,12,78 +VINO,SITI URIP,8/2/2024,TAMANSARI,L,17,12.2,79 +DWI NATASYA PUTRI,,3/2/2024,MUMBULSARI,P,17,8.2,70 +KHANZA ALMAHYRA,ETI KUS ENDANG,3/2/2024,LAMPEJI,P,17,11,75 +Adifa Ainur Chika Affandi,Siti Andayani,3/2/2024,KARANGKEDAWUNG,P,17,9.4,75 +KHANZA ALMAHYRA,ETI KUS ENDANG,3/2/2024,LAMPEJI,P,17,11,77 +DWI NATASYA PUTRI,,3/2/2024,MUMBULSARI,P,17,9.3, +KENZI SYAFIQ,ST.FATIMAH/SAMHARI,2/2/2024,MUMBULSARI,L,17,7.9,74 +KENZI SYAFIQ,ST.FATIMAH/SAMHARI,2/2/2024,MUMBULSARI,L,17,7.9,74 +KENZI SYAFIQ,ST.FATIMAH/SAMHARI,2/2/2024,MUMBULSARI,L,17,8.6,78 +KENZI SYAFIQ,ST.FATIMAH/SAMHARI,2/2/2024,MUMBULSARI,L,17,9.6,79 +SITI MASITOH,SITI MULYATI/SADIN,1/2/2024,MUMBULSARI,P,17,10.6,76 +MUHAMMAD ARKANA ZAVIR,AINI RISKI LUTFIYAH,1/2/2024,LAMPEJI,L,17,11,75 +MUHAMMAD ARYAN DAFI FAHNAN,SITI NURDIANA,1/2/2024,LAMPEJI,L,17,11,78 +M. ARIQ ZAFRAN,ST.AISYAH/M.IMADUDIN,1/2/2024,MUMBULSARI,L,17,11,79 +MUHAMMAD ARYAN DAFI FAHNAN,SITI NURDIANA,1/2/2024,LAMPEJI,L,17,11.5,78 +MUHAMMAD ARYAN DAFI FAHNAN,SITI NURDIANA,1/2/2024,LAMPEJI,L,17,11.7,80 +ALBI,ROFI,29/01/2024,SUCO,L,18,7.7,71.2 +ALBI,ROFI,29/01/2024,SUCO,L,18,8,74 +ALBI,ROFI,29/01/2024,SUCO,L,18,8.1,73 +GISEL,DEVI KOMARIYAH,29/01/2024,TAMANSARI,P,18,12,75 +ALBI,ROFI,29/01/2024,SUCO,L,18,8.3,74 +GISEL,DEVI KOMARIYAH,29/01/2024,TAMANSARI,P,18,12,75.2 +ALBI,ROFI,29/01/2024,SUCO,L,18,8.4,75 +GISEL,DEVI KOMARIYAH,29/01/2024,TAMANSARI,P,18,12,79 +BY.NY IKLIMATUS,IKLIMATUS/IRFAN 1,25/01/2024,MUMBULSARI,P,18,9.5,74.5 +AHMAD MALIK,PRANTIANI,24/01/2024,TAMANSARI,L,18,12,80 +JIHAN NUR AISYAH,NURHASANAH,23/01/2024,MUMBULSARI,P,18,8.6,73 +JIHAN NUR AISYAH,NURHASANAH,23/01/2024,MUMBULSARI,P,18,8.3,73 +JIHAN NUR AISYAH,NURHASANAH,23/01/2024,MUMBULSARI,P,18,9.5,75 +ELGA ADI MULYO,khoyyimah,22/01/2024,SUCO,L,18,8.2,76.5 +GEBI,TARISA KAMILA,22/01/2024,MUMBULSARI,P,18,8.5,73 +GEBI,TARISA KAMILA,22/01/2024,MUMBULSARI,P,18,8.2,73 +GEBI,TARISA KAMILA,22/01/2024,MUMBULSARI,P,18,9,73 +INAN,SITI MAIMUNA,20/01/2024,SUCO,L,18,8.9,70.9 +INAN,SITI MAIMUNA,20/01/2024,SUCO,L,18,8.7,70.7 +INAN,SITI MAIMUNA,20/01/2024,SUCO,L,18,8.9,71 +INAN,SITI MAIMUNA,20/01/2024,SUCO,L,18,9.1,72 +INAN,SITI MAIMUNA,20/01/2024,SUCO,L,18,9.1,73 +RANIA,YULIATUL,18/01/2024,SUCO,P,18,7.5,74 +RANIA,YULIATUL,18/01/2024,SUCO,P,18,7.7,74 +RANIA,YULIATUL,18/01/2024,SUCO,P,18,7.5,74.4 +RANIA,YULIATUL,18/01/2024,SUCO,P,18,7.7,75 +LUTHFIYAH HASNA,ST.MUAWANAH/LIHAFI,17/01/2024,MUMBULSARI,P,18,9.5,74 +LUTHFIYAH HASNA,ST.MUAWANAH/LIHAFI,17/01/2024,MUMBULSARI,P,18,10.4,76 +Muhammad Natan Maulana,Putri Wulandari,15/01/2024,KARANGKEDAWUNG,L,18,10,78 +SELINA MAHIRA AZKIA,SEPTI HASANATUL,13/01/2024,MUMBULSARI,P,18,8.9,75 +BY.NY MIRATUL,MIRATUL/RUDI 1,12/1/2024,MUMBULSARI,L,18,10.9,76.5 +M GALUG,ANDRIANI,12/1/2024,TAMANSARI,L,18,9.4,80 +M. REYHAN,ANIK WULANDARI,11/1/2024,MUMBULSARI,L,18,9.3,76 +M. REYHAN,ANIK WULANDARI,11/1/2024,MUMBULSARI,L,18,10,76 +Moh Rifky fadila,NURIA FARADILA imam safi i,10/1/2024,KAWANGREJO,L,18,8.5,74 +Moh Rifky fadila,NURIA FARADILA imam safi i,10/1/2024,KAWANGREJO,L,18,8.7,70.8 +Moh Rifky fadila,NURIA FARADILA imam safi i,10/1/2024,KAWANGREJO,L,18,9.2,76 +ARSHAKA RAZKA ALI IMRON,TONIATI,10/1/2024,SUCO,L,18,12.2,80 +Moh Rifky fadila,NURIA FARADILA imam safi i,10/1/2024,KAWANGREJO,L,18,9.4,78 +SOFYAN,NUR HOTIMAH,10/1/2024,TAMANSARI,L,18,9,80 +Moh Rifky fadila,NURIA FARADILA imam safi i,10/1/2024,KAWANGREJO,L,18,8.5,78 +CAHAYA ALINA SUTIHA,SITI FATIMA R,8/1/2024,MUMBULSARI,P,18,8.4,72.2 +CAHAYA ALINA SUTIHA,SITI FATIMA R,8/1/2024,MUMBULSARI,P,18,8.7,78 +M ALFATIH,SINTA,3/1/2024,LAMPEJI,L,18,10,72 +M ALFATIH,SINTA,3/1/2024,LAMPEJI,L,18,10,72 +M ALFATIH,SINTA,3/1/2024,LAMPEJI,L,18,10.8,72 +M ALFATIH,SINTA,3/1/2024,LAMPEJI,L,18,11,75 +AHMAD SAID FARHAN FATIHAN,Rindi antika,3/1/2024,LAMPEJI,L,18,10.3,80.5 +M ALFATIH,SINTA,3/1/2024,LAMPEJI,L,18,11.1,75 +ARSYILA ROMEESA F. A,Farida,26/12/2023,KAWANGREJO,P,19,10.6,79.4 +IRSYAT AKMAL,WAHYUNI,25/12/2023,LAMPEJI,L,19,11.2,72 +IRSYAT AKMAL,WAHYUNI,25/12/2023,LAMPEJI,L,19,11,74 +IRSYAT AKMAL,WAHYUNI,25/12/2023,LAMPEJI,L,19,12,75 +IRSYAT AKMAL,WAHYUNI,25/12/2023,LAMPEJI,L,19,11.3,76 +IRSYAT AKMAL,WAHYUNI,25/12/2023,LAMPEJI,L,19,12.2,78 +NURUS SYIFA,SITI FAIQOTUL,23/12/2023,SUCO,L,19,10.5,73.6 +NURUS SYIFA,SITI FAIQOTUL,23/12/2023,SUCO,L,19,10.3,76.5 +Qiana Assyifa,Kriswadianti,21/12/2023,KARANGKEDAWUNG,P,19,7.8,73 +Qiana Assyifa,Kriswadianti,21/12/2023,KARANGKEDAWUNG,P,19,9.2,72 +MUHAMMAD ALI GHOFAR,SITI MARYANA,20/12/2023,SUCO,L,19,9.2,77 +MUHAMMAD ALI GHOFAR,SITI MARYANA,20/12/2023,SUCO,L,19,9.2,75 +REFAN,NOVIA A,20/12/2023,TAMANSARI,L,19,13.7,80 +Muhammad Sholehan,Tumyati,20/12/2023,KARANGKEDAWUNG,L,19,9.4,77 +MUHAMMAD ALI GHOFAR,SITI MARYANA,20/12/2023,SUCO,L,19,10.6,80 +REHAN P,FITRIYANA,15/12/2023,TAMANSARI,L,19,6,73 +MUTMAINNATUL HOLILAH,SITI HOLIFAH,10/12/2023,LAMPEJI,P,19,11.4,78 +MUTMAINNATUL HOLILAH,SITI HOLIFAH,10/12/2023,LAMPEJI,P,19,11.5,79 +Wimby Dito Arga.i,Ayu Sri puji.A Dedi irawan,6/12/2023,LENGKONG,L,19,9.6,74.6 +Wimby Dito Arga.i,Ayu Sri puji.A Dedi irawan,6/12/2023,LENGKONG,L,19,9.4,74.4 +Wimby Dito Arga.i,Ayu Sri puji.A Dedi irawan,6/12/2023,LENGKONG,L,19,10,75 +Muhammad Aidhan Irawan Al Fattah,Siti Naimah,5/12/2023,KARANGKEDAWUNG,L,19,8.4,81 +M DANDI,QOSIM,27/11/2023,SUCO,L,20,8.5,76 +M DANDI,QOSIM,27/11/2023,SUCO,L,20,8.9,79 +M DANDI,QOSIM,27/11/2023,SUCO,L,20,8.7,79 +M DANDI,QOSIM,27/11/2023,SUCO,L,20,8.7,79 +Allea Shanum A.,NURING,23/11/2023,LENGKONG,P,20,11.1,77.8 +Allea Shanum A.,NURING,23/11/2023,LENGKONG,P,20,11.1,77.8 +M.Ziyan Alfariski,yulianti,22/11/2023,LENGKONG,L,20,10,77.7 +Qaisar Al fatih,-,21/11/2023,LENGKONG,L,20,11.4,76.8 +Qaisar Al fatih,-,21/11/2023,LENGKONG,L,20,11.2,76.6 +Qaisar Al fatih,-,21/11/2023,LENGKONG,L,20,12,77.7 +Qaisar Al fatih,-,21/11/2023,LENGKONG,L,20,12.6,79 +Muhammad Hafidiya,Raudeh,18/11/2023,KARANGKEDAWUNG,L,20,7.8,77 +Muhammad Hafidiya,Raudeh,18/11/2023,KARANGKEDAWUNG,L,20,6.9,79 +Muhammad Hafidiya,Raudeh,18/11/2023,KARANGKEDAWUNG,L,20,8.5,77 +Muhammad Hafidiya,Raudeh,18/11/2023,KARANGKEDAWUNG,L,20,8.5,77 +JOVAN RICKY WARDANA,Agita Kusuma W,12/11/2023,MUMBULSARI,L,20,11,77 +JOVAN RICKY WARDANA,Agita Kusuma W,12/11/2023,MUMBULSARI,L,20,11,77 +Liana Putri Fatmawati,lina,11/11/2023,LENGKONG,P,20,10.6,78 +Liana Putri Fatmawati,lina,11/11/2023,LENGKONG,P,20,11,79 +BAYU,YATIK,7/11/2023,TAMANSARI,L,20,11,81 +Alinzy laiba,0,5/11/2023,LENGKONG,P,20,10.6,79 +MUHAMMAD AIMAN ZAYN MALIK IBRAHIM,SITI AISYAH,2/11/2023,MUMBULSARI,L,20,10,74.6 +MUHAMMAD AIMAN ZAYN MALIK IBRAHIM,SITI AISYAH,2/11/2023,MUMBULSARI,L,20,9.8,74.5 +BY.NY SITI AISYAH,SITI AISYAH,2/11/2023,MUMBULSARI,L,20,10.6,74.6 +MUHAMMAD AIMAN ZAYN MALIK IBRAHIM,SITI AISYAH,2/11/2023,MUMBULSARI,L,20,10.8,76 +Mahira Shanum Al Adawiyah,Deviawati,1/11/2023,KARANGKEDAWUNG,L,20,8.2,79 +Mahira Shanum Al Adawiyah,Deviawati,1/11/2023,KARANGKEDAWUNG,L,20,8.8,79 +Mahira Shanum Al Adawiyah,Deviawati,1/11/2023,KARANGKEDAWUNG,L,20,8.8,79 +Adiba Kurratus ain,RIYATUS,29/10/2023,LENGKONG,P,21,10.9,77.1 +Adiba Kurratus ain,RIYATUS,29/10/2023,LENGKONG,P,21,10.9,77.1 +MUHAMMAD DAFIAL FARISI,PURWADI,22/10/2023,SUCO,L,21,10,82 +Arka ragil S,Busairi,21/10/2023,LENGKONG,L,21,13,81 +Arka ragil S,Imam Syaful Bahri,21/10/2023,LENGKONG,L,21,13,81 +MAISYA SALSABILA,SITI HASANAH,16/10/2023,MUMBULSARI,P,21,9.8,73.5 +MAISYA SALSABILA,SITI HASANAH,16/10/2023,MUMBULSARI,P,21,9.6,73.4 +EL GANES NABILA WIJAYA,GHARNIS,14/10/2023,KAWANGREJO,P,21,7.4,72 +VIKA WULANDARI,YULITASARI/HOLILUR ROHMAN,12/10/2023,MUMBULSARI,P,21,8.9,76.4 +Putri Maulidia,Lastri,12/10/2023,LENGKONG,P,21,10.5,75.4 +VIKA WULANDARI,YULITASARI/HOLILUR ROHMAN,12/10/2023,MUMBULSARI,P,21,8.9,76.4 +Putri Maulidia,Lastri,12/10/2023,LENGKONG,P,21,10.3,75.2 +Putri Maulidia,Lastri,12/10/2023,LENGKONG,P,21,11.3,76 +BY.NY YULIYANTIKA,YULIYANTIKA,11/10/2023,MUMBULSARI,L,21,11.4,70 +Syakila naura,Ayu Wulandari,11/10/2023,LENGKONG,P,21,13.4,81 +ARSYA ALFARIZKI SULAIMAN,LAELATUL,10/10/2023,MUMBULSARI,P,21,10.4,73.3 +ARSYA ALFARIZKI SULAIMAN,LAELATUL,10/10/2023,MUMBULSARI,P,21,10.2,73.3 +BY.NY LAELATUL,LAELATUL,10/10/2023,MUMBULSARI,P,21,11.2,71 +ARSYA ALFARIZKI SULAIMAN,LAELATUL,10/10/2023,MUMBULSARI,P,21,11.2,75 +MUHAMMAD RAFAZA,AMELUA PUTRI,9/10/2023,MUMBULSARI,L,21,8.9,76 +MUHAMMAD RAFAZA,AMELUA PUTRI,9/10/2023,MUMBULSARI,L,21,8.7,76 +MUHAMMAD RAFAZA,AMELUA PUTRI,9/10/2023,MUMBULSARI,L,21,9.5,76 +Kayla Maulidia,faridatul,7/10/2023,LENGKONG,P,21,11.2,78.4 +Kayla Maulidia,faridatul,7/10/2023,LENGKONG,P,21,11.2,78.4 +ADIBA,IBU ADIBA,7/10/2023,SUCO,P,21,9,76 +ADIBA,IBU ADIBA,7/10/2023,SUCO,P,21,8.6,80 +ADIBA,IBU ADIBA,7/10/2023,SUCO,P,21,8.6,80 +Naura Aisyah Qairina,Siti Aisa Junaidi,5/10/2023,KARANGKEDAWUNG,P,21,6.7,72.2 +Naura Aisyah Qairina,Siti Aisa Junaidi,5/10/2023,KARANGKEDAWUNG,P,21,7.3,75 +Naura Aisyah Qairina,Siti Aisa Junaidi,5/10/2023,KARANGKEDAWUNG,P,21,6.8,72.8 +Naura Aisyah Qairina,Siti Aisa Junaidi,5/10/2023,KARANGKEDAWUNG,P,21,7,72.8 +Naura Aisyah Qairina,Siti Aisa Junaidi,5/10/2023,KARANGKEDAWUNG,P,21,7.2,74 +Naura Aisyah Qairina,Siti Aisa Junaidi,5/10/2023,KARANGKEDAWUNG,P,21,7.2,74 +NARENDRA Dafa Dwi,Santi,4/10/2023,LENGKONG,P,21,8.5,73.5 +NARENDRA Dafa Dwi,Santi,4/10/2023,LENGKONG,P,21,9.2,75.5 +NARENDRA Dafa Dwi,Santi,4/10/2023,LENGKONG,P,21,9.8,76.1 +Hilya,Putri Berlian,1/10/2023,LENGKONG,L,21,9.6,77.7 +Hilya,Putri Berlian,1/10/2023,LENGKONG,L,21,9.4,77.5 +Hilya,Putri Berlian,1/10/2023,LENGKONG,L,21,10,78.1 +Nayka Almahira,ELOK,27/09/2023,LENGKONG,P,22,10.5,76.8 +Nayka Almahira,ELOK,27/09/2023,LENGKONG,P,22,10.5,76.8 +Nayka Almahira,ELOK,27/09/2023,LENGKONG,P,22,10.3,76.6 +Nayka Almahira,ELOK,27/09/2023,LENGKONG,P,22,10.3,76.6 +Nayka Almahira,ELOK,27/09/2023,LENGKONG,P,22,10.9,77.2 +Nayka Almahira,ELOK,27/09/2023,LENGKONG,P,22,10.9,77.2 +Nayka Almahira,ELOK,27/09/2023,LENGKONG,P,22,1106,78 +AHMAD FAHRI,HOFIAH,24/09/2023,LENGKONG,L,22,13.4,82.3 +AULIA YASMIN,Hoirul Anwar/ASIA,24/09/2023,KAWANGREJO,P,22,9.9,81 +BY.NY SHERLY,SHERLY,19/09/2023,MUMBULSARI,P,22,11,70 +RISMA,LAILATUL RISKY,18/09/2023,TAMANSARI,P,22,14.1,75.6 +Yasmin Sella,Ratnawati,18/09/2023,KARANGKEDAWUNG,P,22,10,80 +YUNI LINDA,LINDA,17/09/2023,TAMANSARI,P,22,10.1,73.6 +M. ZIDAN ALFATAN,FINA SAFERA,16/09/2023,MUMBULSARI,L,22,10.2,74.1 +M. ZIDAN ALFATAN,FINA SAFERA,16/09/2023,MUMBULSARI,L,22,11.1,70 +M. ZIDAN ALFATAN,FINA SAFERA,16/09/2023,MUMBULSARI,L,22,11.3,70 +muhammad arif mobarok,Farizah nur dini,15/09/2023,MUMBULSARI,L,22,9.6,78 +Ahmad sahril,Halimatus,13/09/2023,LENGKONG,L,22,12.3,79.9 +Muhammad Syaiful Rizal,Risky Ayu,9/9/2023,KARANGKEDAWUNG,L,22,10.6,80 +Muhammad Syaiful Rizal,Risky Ayu,9/9/2023,KARANGKEDAWUNG,L,22,10.8,82 +M RAYSHAKA PUTRA,UCIK,6/9/2023,LAMPEJI,L,22,10.8,77 +NAYLA AZKIA,NURAINI,6/9/2023,LENGKONG,P,22,11.6,79.7 +NAYLA AZKIA,NURAINI,6/9/2023,LENGKONG,P,22,11.6,79.7 +NAYLA AZKIA,NURAINI,6/9/2023,LENGKONG,P,22,12.4,81 +SANUM NZAWA ASZAHRA,RIRIN NIAWATI,4/9/2023,MUMBULSARI,P,22,9.3,76.5 +NIKEN WIJAYANTI,agus wahyudi/supriyanti,4/9/2023,SUCO,P,22,6.1,69 +SANUM NZAWA ASZAHRA,RIRIN NIAWATI,4/9/2023,MUMBULSARI,P,22,9.1,76.5 +M NAUVAL,AINIYATUL/ANDI,3/9/2023,SUCO,L,22,11,79 +Muhammad Danis Adrian,Wahyunin,2/9/2023,KARANGKEDAWUNG,L,22,8.5,81 +Gabriella Kanzha,Puspitasari,31/08/2023,LENGKONG,P,23,9.7,76.8 +Gabriella Kanzha,Puspitasari,31/08/2023,LENGKONG,P,23,9.5,76.6 +Gabriella Kanzha,Puspitasari,31/08/2023,LENGKONG,P,23,10.1,77.2 +M.Sakib rasdan,Ainur ifroh,30/08/2023,LENGKONG,L,23,10,77.5 +RATNA,YULIA / ANDRIK,30/08/2023,SUCO,P,23,9.7,78 +M.Sakib rasdan,Ainur ifroh,30/08/2023,LENGKONG,L,23,9.8,77.3 +M.Sakib rasdan,Ainur ifroh,30/08/2023,LENGKONG,L,23,10.4,77.9 +RATNA,YULIA / ANDRIK,30/08/2023,SUCO,P,23,10,80 +RATNA,YULIA / ANDRIK,30/08/2023,SUCO,P,23,9.9,80 +RATNA,YULIA / ANDRIK,30/08/2023,SUCO,P,23,10,81 +SITI FATIMAH AZAHRA,AYU WULANDARI,28/08/2023,SUCO,P,23,7.9,78 +M. ELZIO ABRORI,RISA UMAMI,28/08/2023,MUMBULSARI,L,23,9.7,75.5 +M. ELZIO ABRORI,RISA UMAMI,28/08/2023,MUMBULSARI,L,23,9.4,75.5 +ELZIO ABRORI,RISA UMAMI,28/08/2023,MUMBULSARI,L,23,10.4,75.5 +M. ELZIO ABRORI,RISA UMAMI,28/08/2023,MUMBULSARI,L,23,10.8,77 +AURELIA NAURA SAFARANI,NUR AINI,22/08/2023,KAWANGREJO,P,23,10,81 +ARSYA ALFARIZKI SULAIMAN,NURIL FAUZIAH,17/08/2023,MUMBULSARI,L,23,10.4,73.3 +ARSYA,NURIL FAUZIAH,17/08/2023,MUMBULSARI,L,23,10.2,73.3 +ARSYA ALFARIZKI SULAIMAN,NURIL FAUZIAH,17/08/2023,MUMBULSARI,L,23,10.2,73.3 +Arsyla Riskyana Putri,Kholifatur Riskiah,16/08/2023,KARANGKEDAWUNG,P,23,8.1,79 +Arsyla Riskyana Putri,Kholifatur Riskiah,16/08/2023,KARANGKEDAWUNG,P,23,7.9,79 +AFKARINDYATUL,WAQI,15/08/2023,LAMPEJI,P,23,11.2,80 +Fina Rosa Lita,Hairiyah,15/08/2023,KARANGKEDAWUNG,P,23,9.5,81 +M.Dafin Arfandi,Homsatun Totok,14/08/2023,LENGKONG,L,23,11.6,81.2 +M.Dafin Arfandi,Homsatun Totok,14/08/2023,LENGKONG,L,23,12,82 +Muhammad Rafli,Halimatus S,13/08/2023,KARANGKEDAWUNG,L,23,10.1,80 +Muhammad Rafli,Halimatus S,13/08/2023,KARANGKEDAWUNG,L,23,10,78 +Zaidan,Rofiqotul insiyah,10/8/2023,MUMBULSARI,L,23,11,80 +Zaidan,Rofiqotul insiyah,10/8/2023,MUMBULSARI,L,23,10.7,80 +Zaidan,Rofiqotul insiyah,10/8/2023,MUMBULSARI,L,23,11.4,80 +M.Danil Fatih,BADRIYAH,4/8/2023,LENGKONG,L,23,10.6,77.5 +M.Danil Fatih,BADRIYAH,4/8/2023,LENGKONG,L,23,10.6,77.5 +M.Danil Fatih,BADRIYAH,4/8/2023,LENGKONG,L,23,10.4,77.3 +M.Danil Fatih,BADRIYAH,4/8/2023,LENGKONG,L,23,10.4,77.3 +M.Danil Fatih,BADRIYAH,4/8/2023,LENGKONG,L,23,11,77.9 +M.Danil Fatih,BADRIYAH,4/8/2023,LENGKONG,L,23,11,77.9 +SITI NUR FATIYAH,NIKMATUL,3/8/2023,LAMPEJI,P,23,8.1,77 +Ayunda Putri,Endang faik kurniawan,2/8/2023,LENGKONG,L,23,11.5,79.6 +Ayunda Putri,Endang faik kurniawan,2/8/2023,LENGKONG,L,23,11.3,79.4 +BINTANG,FACHRUZIAH,2/8/2023,MUMBULSARI,L,23,12,77 +Ayunda Putri,Endang faik kurniawan,2/8/2023,LENGKONG,L,23,11.9,80.1 +MUHAMAD AFKA,SITI JUMALIATUR,31/07/2023,SUCO,L,24,8.7,80 +MUHAMAD AFKA,SITI JUMALIATUR,31/07/2023,SUCO,L,24,8.6,79 +M.Aldy Uwais,Putri lestari,29/07/2023,LENGKONG,L,24,12.3,82.1 +Nur Aqillah Fatimah,Babun,28/07/2023,KARANGKEDAWUNG,P,24,10.7,82 +ALLUCA KENZIE,fika dwi,27/07/2023,LENGKONG,L,24,10.8,79.7 +ALLUCA KENZIE,fika dwi,27/07/2023,LENGKONG,L,24,10.8,79.7 +ALLUCA KENZIE,fika dwi,27/07/2023,LENGKONG,L,24,10.6,79.5 +ALLUCA KENZIE,fika dwi,27/07/2023,LENGKONG,L,24,10.6,79.5 +ALLUCA KENZIE,fika dwi,27/07/2023,LENGKONG,L,24,11.2,80.1 +ALLUCA KENZIE,fika dwi,27/07/2023,LENGKONG,L,24,11.2,80.1 +AHMAD BASIM AL HADDAR,NIORMA R/A.FARIS,26/07/2023,MUMBULSARI,L,24,11.1,73.3 +AHMAD BASIM AL HADDAR,NORMA R0SALIA,26/07/2023,MUMBULSARI,L,24,11.1,73.3 +Aisyah Al Humairah,Melysa,25/07/2023,KARANGKEDAWUNG,P,24,12.2,80 +M.Arka Khoirullah,Siti Nur Faizah Supriyadi,23/07/2023,LENGKONG,L,24,11.5,78.4 +M.Arka Khoirullah,Siti Nur Faizah Supriyadi,23/07/2023,LENGKONG,L,24,11.3,78.2 +M.Arka Khoirullah,Siti Nur Faizah Supriyadi,23/07/2023,LENGKONG,L,24,11.9,78.8 +FAHMI,HOSNIYATI,19/07/2023,TAMANSARI,L,24,12,77 +FAHMI,HOSNIYATI,19/07/2023,TAMANSARI,L,24,13.2,80.3 +Kenzo Putra,AYU FARDATUS Bayu Putra,18/07/2023,LENGKONG,P,24,9.5,77.7 +Kenzo Putra,AYU FARDATUS Bayu Putra,18/07/2023,LENGKONG,P,24,9.3,77.5 +Kenzo Putra,AYU FARDATUS Bayu Putra,18/07/2023,LENGKONG,P,24,9.9,78.1 +M.ENGGAR PRATAMA,ROHIDATUL,16/07/2023,MUMBULSARI,L,24,11.3,83 +DEWI YULIA CITRA,BUNALI/BUANI,15/07/2023,SUCO,P,24,9,79.5 +Ahmad afnan,Hoiriatul,14/07/2023,LENGKONG,L,24,12.4,82 +ILHAM,DESI,13/07/2023,TAMANSARI,L,24,11.2,79.7 +ILHAM,DESI,13/07/2023,TAMANSARI,L,24,11.9,82 +ILHAM,DESI,13/07/2023,TAMANSARI,L,24,12.3,84 +Muhammad Fahim Alfarizi,Lailia,12/7/2023,KARANGKEDAWUNG,L,24,9.6,80 +Satria Utuh Hari Ramadan,elida,11/7/2023,LENGKONG,P,24,9.8,78 +Satria Utuh Hari Ramadan,elida,11/7/2023,LENGKONG,P,24,9.6,77.8 +Satria Utuh Hari Ramadan,elida,11/7/2023,LENGKONG,P,24,10.5,79 +Satria Utuh Hari Ramadan,elida,11/7/2023,LENGKONG,P,24,11.5,79 +M DIMAS,HOYRIYAH,6/7/2023,LAMPEJI,L,24,6.9,74 +M DIMAS,HOYRIYAH,6/7/2023,LAMPEJI,L,24,7,74 +M DIMAS,HOYRIYAH,6/7/2023,LAMPEJI,L,24,7.6,79 +M DIMAS,HOYRIYAH,6/7/2023,LAMPEJI,L,24,7.8,79 +M DIMAS,HOYRIYAH,6/7/2023,LAMPEJI,L,24,7.8,79 +M.Alfarisqi,Elita sunaryono,5/7/2023,LENGKONG,P,24,9.5,77.8 +M.Alfarisqi,Elita sunaryono,5/7/2023,LENGKONG,P,24,9.3,77.6 +M.Alfarisqi,Elita sunaryono,5/7/2023,LENGKONG,P,24,9.9,78.2 +M.Alfarisqi,Elita sunaryono,5/7/2023,LENGKONG,P,24,1005,79 +M ATTAQI RAFANDRA,TITIN,2/7/2023,SUCO,L,24,8.5,80 +M ATTAQI RAFANDRA,TITIN,2/7/2023,SUCO,L,24,8,75 +M ATTAQI RAFANDRA,TITIN,2/7/2023,SUCO,L,24,9.2,84 +YULIA,HALIMATUS S,1/7/2023,TAMANSARI,P,24,13,71 +FIRMAN,SITI AFIFATUL,30/06/2023,TAMANSARI,L,25,26.4,82.6 +IBRAHIM,ILAMATUS/YUDA,30/06/2023,MUMBULSARI,L,25,12,80 +NAILA EVI,EVI TAMALA,29/06/2023,TAMANSARI,P,25,12.4,80.9 +NAILA EVI,EVI TAMALA,29/06/2023,TAMANSARI,P,25,12.1,83.2 +ANDARA DEVINA,Yuli,26/06/2023,LENGKONG,P,25,9.9,77.8 +AGENG PRAYOGA,MONA,26/06/2023,LENGKONG,L,25,10.6,79.8 +AGENG PRAYOGA,MONA,26/06/2023,LENGKONG,L,25,10.6,79.8 +ANDARA DEVINA,Yuli,26/06/2023,LENGKONG,P,25,9.7,77.6 +AGENG PRAYOGA,MONA,26/06/2023,LENGKONG,L,25,10.4,79.6 +AGENG PRAYOGA,MONA,26/06/2023,LENGKONG,L,25,10.4,79.6 +ANDARA DEVINA,Yuli,26/06/2023,LENGKONG,P,25,10.3,78.2 +AGENG PRAYOGA,MONA,26/06/2023,LENGKONG,L,25,11,80.2 +AGENG PRAYOGA,MONA,26/06/2023,LENGKONG,L,25,11,80.2 +M FARZAN,SITI RULAI,24/06/2023,SUCO,L,25,9.3,80 +M FARZAN,SITI RULAI,24/06/2023,SUCO,L,25,8.4,79 +M FARZAN,SITI RULAI,24/06/2023,SUCO,L,25,9,81 +M FARZAN,SITI RULAI,24/06/2023,SUCO,L,25,9.9,81 +AZAM A,ULFATUL,23/06/2023,SUCO,L,25,10.4,80 +SITI HANIFAH,ABD LATIF,23/06/2023,SUCO,P,25,10,82.5 +SITI HANIFAH,ABD LATIF,23/06/2023,SUCO,P,25,10.3,82 +NABILA W,WELI,20/06/2023,TAMANSARI,P,25,12,71 +MIKAILA,M. RAMADHAN,19/06/2023,SUCO,P,25,10.7,83 +AHMAD ARYA BASTIAWAN,AHMAD IRAWAN,14/06/2023,LAMPEJI,L,25,10.5,80 +AHMAD ARYA BASTIAWAN,AHMAD IRAWAN,14/06/2023,LAMPEJI,L,25,10.4,79 +AHMAD ARYA BASTIAWAN,AHMAD IRAWAN,14/06/2023,LAMPEJI,L,25,11.2,82 +AHMAD ARYA BASTIAWAN,AHMAD IRAWAN,14/06/2023,LAMPEJI,L,25,11.5,83 +ADINDA MITHA SYIFANA,YULIANA/HERMANTO,13/06/2023,MUMBULSARI,P,25,11.2,81 +IFKA AMALIANA,Uswatun,12/6/2023,LENGKONG,L,25,8.9,75.6 +IFKA AMALIANA,Uswatun,12/6/2023,LENGKONG,L,25,8.7,75.4 +IFKA AMALIANA,Uswatun,12/6/2023,LENGKONG,L,25,9.3,76 +Muhammad Rafa Akbar Syarif,Faisatul Hasanah,11/6/2023,KARANGKEDAWUNG,L,25,9.1,82 +Arkha Alfarisi Sanjaya,mastri,6/6/2023,LENGKONG,L,25,10.3,80 +Arkha Alfarisi Sanjaya,mastri,6/6/2023,LENGKONG,L,25,10.1,79.8 +Arkha Alfarisi Sanjaya,mastri,6/6/2023,LENGKONG,L,25,11,80.7 +ASLAH HADDAF,NUR IMAMAH,31/05/2023,MUMBULSARI,L,26,11.9,80.7 +GILANG,HOTIJAH,30/05/2023,TAMANSARI,L,26,12.5,83.8 +ROFIATUS SHOLEHA,hosnati,30/05/2023,KAWANGREJO,P,26,9.5,83.8 +ASSIFA ZUNAIRA PUTRI HAWA,IBU ASSIFA,29/05/2023,SUCO,P,26,80,71 +ASSIFA ZUNAIRA PUTRI HAWA,IBU ASSIFA,29/05/2023,SUCO,P,26,7.9,70 +ASSIFA ZUNAIRA PUTRI HAWA,IBU ASSIFA,29/05/2023,SUCO,P,26,10.8,75 +ASSIFA ZUNAIRA PUTRI HAWA,IBU ASSIFA,29/05/2023,SUCO,P,26,10.8,75.5 +ASSIFA ZUNAIRA PUTRI HAWA,IBU ASSIFA,29/05/2023,SUCO,P,26,8.1,77 +MOH DIVAN SAPUTRA,SUMIATI,28/05/2023,LAMPEJI,L,26,9.3,76 +MOH DIVAN SAPUTRA,SUMIATI,28/05/2023,LAMPEJI,L,26,9,76 +MOH DIVAN SAPUTRA,SUMIATI,28/05/2023,LAMPEJI,L,26,10,81 +MOH DIVAN SAPUTRA,SUMIATI,28/05/2023,LAMPEJI,L,26,10,82 +MOH DIVAN SAPUTRA,SUMIATI,28/05/2023,LAMPEJI,L,26,10.2,83 +MOCH ALWI AL HASAN,DEBI,25/05/2023,MUMBULSARI,L,26,10.1,82 +MOCH ALWI AL HASAN,DEBI,25/05/2023,MUMBULSARI,L,26,10.2,83 +MOCH AZRIL,JUNAIDA,24/05/2023,LAMPEJI,L,26,8.9,80 +MOCH AZRIL,JUNAIDA,24/05/2023,LAMPEJI,L,26,8.6,80 +MOCH AZRIL,JUNAIDA,24/05/2023,LAMPEJI,L,26,9.8,83 +MOCH AZRIL,JUNAIDA,24/05/2023,LAMPEJI,L,26,10,84 +MOCH AZRIL,JUNAIDA,24/05/2023,LAMPEJI,L,26,9.5,85 +Kenzi Alfaro Devanka,Diah Selviana,22/05/2023,KARANGKEDAWUNG,L,26,8.6,78 +Kenzi Alfaro Devanka,Diah Selviana,22/05/2023,KARANGKEDAWUNG,L,26,9.2,79 +QONITA HAFIDZA,KENISMI,21/05/2023,MUMBULSARI,P,26,11.2,77 +QONITA HAFIDZA,KENISMI,21/05/2023,MUMBULSARI,P,26,10.9,77 +QONITA HAFIDZA,KENISMI,21/05/2023,MUMBULSARI,P,26,11.8,79 +DIAZ ISMA SAJIDAH,DIAN P Khoirul anas,13/05/2023,LENGKONG,L,26,10.8,79.8 +DIAZ ISMA SAJIDAH,DIAN P Khoirul anas,13/05/2023,LENGKONG,L,26,10.6,79.6 +DIAZ ISMA SAJIDAH,DIAN P Khoirul anas,13/05/2023,LENGKONG,L,26,11.2,80.2 +Muhammad Abizar Putra Efendi,Dewi Ulfa,13/05/2023,KARANGKEDAWUNG,L,26,10.2,82 +DIAZ ISMA SAJIDAH,DIAN P Khoirul anas,13/05/2023,LENGKONG,L,26,12,82 +FAJAR,ANDI,11/5/2023,SUCO,L,26,11.7,76.2 +FAJAR,ANDI,11/5/2023,SUCO,L,26,11.6,76.1 +FAJAR,ANDI,11/5/2023,SUCO,L,26,12.1,77 +FAJAR,ANDI,11/5/2023,SUCO,L,26,12.2,78 +FAJAR,ANDI,11/5/2023,SUCO,L,26,12.3,80 +M.PANDU,Wiwik,9/5/2023,LENGKONG,P,26,10.6,80.8 +M.PANDU,Wiwik,9/5/2023,LENGKONG,P,26,11,81.2 +M.PANDU,Wiwik,9/5/2023,LENGKONG,P,26,12,82 +M.SIDAN,wilda,8/5/2023,LENGKONG,L,26,10.9,83.9 +M.SIDAN,wilda,8/5/2023,LENGKONG,L,26,10.9,83.9 +Aira Jena,nurul,5/5/2023,LENGKONG,P,26,12,79.8 +Muhammad Keenzo defandra,Halimatus sa,5/5/2023,LENGKONG,L,26,11.2,80.8 +Aira Jena,nurul,5/5/2023,LENGKONG,P,26,11.8,79.6 +Muhammad Keenzo defandra,Halimatus sa,5/5/2023,LENGKONG,L,26,12,82 +Aira Jena,nurul,5/5/2023,LENGKONG,P,26,12.6,80.7 +Aira Jena,nurul,5/5/2023,LENGKONG,P,26,1209,81 +SIREN,SUBAIRI,4/5/2023,SUCO,P,26,10.5,76.9 +SIREN,SUBAIRI,4/5/2023,SUCO,P,26,10.5,76.8 +Novelli Maida Putri,Nurul Hidayah,1/5/2023,KARANGKEDAWUNG,P,26,9.2,74 +Novelli Maida Putri,Nurul Hidayah,1/5/2023,KARANGKEDAWUNG,P,26,9,72 +RAINA SYAKILA,M RENATA,30/04/2023,SUCO,P,27,7.8,76 +RAINA SYAKILA,M RENATA,30/04/2023,SUCO,P,27,7.5,76 +RAINA SYAKILA,M RENATA,30/04/2023,SUCO,P,27,8,84 +HERA DIANA PUTRI,PUTRIANA,28/04/2023,LAMPEJI,P,27,9.1,81 +HERA DIANA PUTRI,PUTRIANA,28/04/2023,LAMPEJI,P,27,8.9,79 +RENDRA MAHARDIKA,KHALIMATUS,28/04/2023,LAMPEJI,L,27,11.8,85 +RENATA NUR AQILA,NUR AINI,27/04/2023,MUMBULSARI,P,27,11.7,76 +RENATA NUR AQILA,NUR AINI,27/04/2023,MUMBULSARI,P,27,11.5,76 +RENATA NUR AQILA,NUR AINI,27/04/2023,MUMBULSARI,P,27,12.3,78 +Ahmad malik,Muh. Arif Sunandriyo,23/04/2023,LENGKONG,L,27,12.3,84.3 +Ahmad malik,Muh. Arif Sunandriyo,23/04/2023,LENGKONG,L,27,12.8,85 +JIHAN,AYU AZARI,21/04/2023,TAMANSARI,P,27,12.1,81.4 +M.Abdullah Faqirur,Vivin,19/04/2023,LENGKONG,L,27,10.9,78.7 +M.raka yusuf r.,siti hofifah,19/04/2023,MUMBULSARI,L,27,11,76 +M.Abdullah Faqirur,Vivin,19/04/2023,LENGKONG,L,27,10.7,78.5 +M.raka yusuf r.,siti hofifah,19/04/2023,MUMBULSARI,L,27,10.9,76 +M.Abdullah Faqirur,Vivin,19/04/2023,LENGKONG,L,27,11.3,79.1 +M.raka yusuf r.,siti hofifah,19/04/2023,MUMBULSARI,L,27,11.6,76 +M.Abdullah Faqirur,Vivin,19/04/2023,LENGKONG,L,27,12,80 +SITI ARIFA,HENIYAWATI,16/04/2023,TAMANSARI,P,27,12.7,84.6 +MUHAMMAD RAYYAN ZAHID ABDILLAH,SAIFULLAH/SOFIATUL HASANAH,14/04/2023,LAMPEJI,L,27,13.5,82 +MUHAMMAD RAYYAN ZAHID ABDILLAH,SAIFULLAH/SOFIATUL HASANAH,14/04/2023,LAMPEJI,L,27,13.4,82 +PUTRI AQILA H,ULFATUS /MUHIBAN,14/04/2023,MUMBULSARI,P,27,11.9,75 +MUHAMMAD RAYYAN ZAHID ABDILLAH,SAIFULLAH/SOFIATUL HASANAH,14/04/2023,LAMPEJI,L,27,14.3,85 +FADIL,NINING,13/04/2023,TAMANSARI,L,27,12,82 +ASKANA,SARIFAH,8/4/2023,TAMANSARI,P,27,12.2,81 +ASKANA,SARIFAH,8/4/2023,TAMANSARI,P,27,12,81.6 +ABDUL WAFI,FITRIATUL NISA,6/4/2023,TAMANSARI,L,27,14,81.6 +FITO DWI ALFARA,FITRIATUL HASANAH,5/4/2023,MUMBULSARI,L,27,13.2,78 +FITO DWI ALFARA,FITRIATUL HASANAH,5/4/2023,MUMBULSARI,L,27,12.9,78 +FITO DWI ALFARA,FITRIATUL HASANAH,5/4/2023,MUMBULSARI,L,27,14,78 +MUH ALFINO,SUSI SUSANTI,4/4/2023,LAMPEJI,L,27,11.7,82 +Izzadin Atta Maulana,ita ana,4/4/2023,LENGKONG,L,27,11.2,80.9 +MUH ALFINO,SUSI SUSANTI,4/4/2023,LAMPEJI,L,27,11.4,82 +Izzadin Atta Maulana,ita ana,4/4/2023,LENGKONG,L,27,11,80.7 +MUH ALFINO,SUSI SUSANTI,4/4/2023,LAMPEJI,L,27,12.4,84 +M RIZAL,BABUN,4/4/2023,TAMANSARI,L,27,14.5,84 +Izzadin Atta Maulana,ita ana,4/4/2023,LENGKONG,L,27,11.8,81.5 +MUH ALFINO,SUSI SUSANTI,4/4/2023,LAMPEJI,L,27,9,84 +M RIZAL,BABUN,4/4/2023,TAMANSARI,L,27,14,86 +MUH ALFINO,SUSI SUSANTI,4/4/2023,LAMPEJI,L,27,12.5,86 +M RIZAL,BABUN,4/4/2023,TAMANSARI,L,27,14.2,86.2 +AKBAR,NUSNUL H,3/4/2023,TAMANSARI,L,27,10.1,77.4 +AKBAR,NUSNUL H,3/4/2023,TAMANSARI,L,27,10.6,80 +MOH AGAM,MISYANA,2/4/2023,LAMPEJI,L,27,9.3,86 +MUHAMMAD KENZI ALFAREZKI,FAHRIYATUR/HAMDANI,1/4/2023,MUMBULSARI,L,27,12,81 +Muhammad Dafri Ramadhani,Misyani,30/03/2023,KARANGKEDAWUNG,L,28,12.2,86 +LAILA,ARIFATUS S,29/03/2023,TAMANSARI,P,28,10,80.4 +LAILA,ARIFATUS S,29/03/2023,TAMANSARI,P,28,10.4,82 +Muhammad Raja Maulana,Siti Wahyuni,28/03/2023,KARANGKEDAWUNG,L,28,9.3,79 +MUHAMMAD REGA SEPTIAN,AINIATUL,28/03/2023,LAMPEJI,L,28,11,82 +AIRIN,AINUN,28/03/2023,LAMPEJI,L,28,11,83 +Muhammad Raja Maulana,Siti Wahyuni,28/03/2023,KARANGKEDAWUNG,L,28,9,80 +MUHAMMAD REGA SEPTIAN,AINIATUL,28/03/2023,LAMPEJI,L,28,11,82 +AIRIN,AINUN,28/03/2023,LAMPEJI,L,28,9.4,79 +MUHAMMAD REGA SEPTIAN,AINIATUL,28/03/2023,LAMPEJI,L,28,11.6,84 +MUHAMMAD REGA SEPTIAN,AINIATUL,28/03/2023,LAMPEJI,L,28,12,85 +MUHAMMAD REGA SEPTIAN,AINIATUL,28/03/2023,LAMPEJI,L,28,12.2,86 +AIRIN,AINUN,28/03/2023,LAMPEJI,L,28,9.6,81 +AYU,WINDA H/M.DODIK,27/03/2023,MUMBULSARI,P,28,12.6,78 +ZULFARA NURAINI,ANDRIAS,27/03/2023,SUCO,P,28,10,84.5 +M.UWAIS,susmita,24/03/2023,LENGKONG,L,28,12.1,85.2 +AKBAR,RISNAWATI,21/03/2023,TAMANSARI,L,28,12.5,83 +AKBAR,RISNAWATI,21/03/2023,TAMANSARI,L,28,13,84 +Muhammad faqanzio,Qothrun nada,20/03/2023,MUMBULSARI,L,28,12,79 +HILYA AZKAYRA P,ibu hilya,17/03/2023,SUCO,P,28,9.1,80 +HILYA AZKAYRA P,ibu hilya,17/03/2023,SUCO,P,28,8.9,79 +HILYA AZKAYRA P,ibu hilya,17/03/2023,SUCO,P,28,9.2,84 +HILYA AZKAYRA P,ibu hilya,17/03/2023,SUCO,P,28,9.3,85 +AMILINAL,SRIWAHYUNI,8/3/2023,MUMBULSARI,P,28,8.7,81 +M SYIFAUL KIROM,SULTON,7/3/2023,SUCO,L,28,10.9,83 +M SYIFAUL KIROM,SULTON,7/3/2023,SUCO,L,28,10.7,82 +MUH ASKA ALFARO P,SINTA,7/3/2023,LENGKONG,L,28,11.8,85.1 +MUH ASKA ALFARO P,SINTA,7/3/2023,LENGKONG,L,28,11.8,85.1 +Aghnia Arumi Ghumaisyah,rahmadani,3/3/2023,LENGKONG,P,28,11.2,80.6 +Aghnia Arumi Ghumaisyah,rahmadani,3/3/2023,LENGKONG,P,28,11,80.4 +ATTHALA MALIK,Dewi Nuril fatma,3/3/2023,LENGKONG,L,28,12.2,85.2 +Aghnia Arumi Ghumaisyah,rahmadani,3/3/2023,LENGKONG,P,28,11.8,81.3 +ATTHALA MALIK,Dewi Nuril fatma,3/3/2023,LENGKONG,L,28,12.7,86 +RODIATUL INSANI,RUDI,1/3/2023,SUCO,P,28,12.9,71 +RODIATUL INSANI,RUDI,1/3/2023,SUCO,P,28,8.3,70 +Siti Aisyah Nur,rini maati,1/3/2023,LENGKONG,P,28,12.5,84.5 +RODIATUL INSANI,RUDI,1/3/2023,SUCO,P,28,13.2,85 +M ADZIL IBRAHIM,ELOK/MULYONO,28/02/2023,MUMBULSARI,L,29,10.4,83 +AIRIN FATANIA AL ISBAH,IFAN/LINA,28/02/2023,LAMPEJI,P,29,9,81 +Muhammad Al Hussein Zafran Hariyanto,Siti Dafilatul,28/02/2023,KARANGKEDAWUNG,L,29,11.4,85 +AIRIN FATANIA AL ISBAH,IFAN/LINA,28/02/2023,LAMPEJI,P,29,9.5,81 +AIRIN FATANIA AL ISBAH,IFAN/LINA,28/02/2023,LAMPEJI,P,29,9.7,83 +RANIAH SYAKIRA,SUMILA,27/02/2023,MUMBULSARI,P,29,10.3,80.9 +RANIAH SYAKIRA,SUMILA,27/02/2023,MUMBULSARI,P,29,10,80.9 +SIFA,SUMILA/FATHUR,27/02/2023,MUMBULSARI,P,29,12,77 +LUZIO MAHANDRA,RAUDATUL,24/02/2023,LAMPEJI,L,29,9.2,84 +LUZIO MAHANDRA,RAUDATUL,24/02/2023,LAMPEJI,L,29,9.8,83 +LUZIO MAHANDRA,RAUDATUL,24/02/2023,LAMPEJI,L,29,10,84 +LUZIO MAHANDRA,RAUDATUL,24/02/2023,LAMPEJI,L,29,10.2,85 +Muhammad Rivano El Zafran,Ma,22/02/2023,KARANGKEDAWUNG,L,29,10.4,82 +SITI MADINATUL M,SITI RAUDATUL,10/2/2023,KAWANGREJO,P,29,9.8,80 +M.HADI ALFARIZI,SITI LAILATUL KARIMAH,10/2/2023,MUMBULSARI,L,29,9.5,83 +M.HADI ALFARIZI,SITI LAILATUL KARIMAH,10/2/2023,MUMBULSARI,L,29,9.5,83 +M.HADI ALFARIZI,SITI LAILATUL KARIMAH,10/2/2023,MUMBULSARI,L,29,10.7,86 +ALINA PUTRI SUHEVI,Ayu Wardani,3/2/2023,KARANGKEDAWUNG,L,29,11.6,84 +ALINA PUTRI SUHEVI,Ayu Wardani,3/2/2023,KARANGKEDAWUNG,L,29,12.2,86 +ALINA PUTRI SUHEVI,Ayu Wardani,3/2/2023,KARANGKEDAWUNG,L,29,12.4,86 +MUH.RIFKI WILIS,RIFATUL FADILAH,2/2/2023,MUMBULSARI,L,29,10,76.9 +BAHTIAR,IBU BAHTIAR,2/2/2023,SUCO,L,29,8.7,84 +MUH.RIFKI WILIS,RIFATUL FADILAH,2/2/2023,MUMBULSARI,L,29,9.8,76.9 +ABI FABIAN,TAUFIK,2/2/2023,SUCO,L,29,10.7,84 +WILIS RIFQI,RIFATUL/A.FAUZI,2/2/2023,MUMBULSARI,L,29,10.5,77 +BAHTIAR,IBU BAHTIAR,2/2/2023,SUCO,L,29,9.1,85 +MUH.RIFKI WILIS,RIFATUL FADILAH,2/2/2023,MUMBULSARI,L,29,10.5,77 +ABI FABIAN,TAUFIK,2/2/2023,SUCO,L,29,10.5,85 +BAHTIAR,IBU BAHTIAR,2/2/2023,SUCO,L,29,9.3,86 +DAVINA NUR LATIFAH,ANISA,27/01/2023,LAMPEJI,P,30,10.2,86.5 +SINTA,LUTFIATUL,26/01/2023,TAMANSARI,P,30,10.4,81 +SINTA,LUTFIATUL,26/01/2023,TAMANSARI,P,30,10.6,81.2 +M KELVIN ABIMANA,DIANA RISKA,20/01/2023,SUCO,L,30,9,84 +MOH MALIK,FITROTIN,19/01/2023,LENGKONG,L,30,11.3,82.6 +MOH MALIK,FITROTIN,19/01/2023,LENGKONG,L,30,11.3,82.6 +MOH MALIK,FITROTIN,19/01/2023,LENGKONG,L,30,11.1,82.4 +MOH MALIK,FITROTIN,19/01/2023,LENGKONG,L,30,11.1,82.4 +MOH MALIK,FITROTIN,19/01/2023,LENGKONG,L,30,11.7,83 +MOH MALIK,FITROTIN,19/01/2023,LENGKONG,L,30,11.7,83 +ADIBA HASNA KAMILA,UMI KULSUM/M.DOFIR,18/01/2023,MUMBULSARI,P,30,8.8,81 +ADIBA HASNA KAMILA,UMI KULSUM/M.DOFIR,18/01/2023,MUMBULSARI,P,30,8.6,80.5 +ADIBA HASNA KAMILA,UMI KULSUM/M.DOFIR,18/01/2023,MUMBULSARI,P,30,9,81 +ADIBA HASNA KAMILA,UMI KULSUM/M.DOFIR,18/01/2023,MUMBULSARI,P,30,9.4,82 +ALI HASAN,HALIMATUS,16/01/2023,SUCO,L,30,10.7,88 +M. DIDAN ARDIYANSAH,ULANDAR/ ABDUL HAMID,15/01/2023,MUMBULSARI,L,30,12.3,85 +M. DIDAN ARDIYANSAH,ULANDAR/ ABDUL HAMID,15/01/2023,MUMBULSARI,L,30,12,81 +M. DIDAN ARDIYANSAH,ULANDAR/ ABDUL HAMID,15/01/2023,MUMBULSARI,L,30,13.6,86 +NADIRA NIKEN,RASTILAWATI,13/01/2023,MUMBULSARI,P,30,10.2,83 +NADIRA NIKEN,RASTILAWATI,13/01/2023,MUMBULSARI,P,30,10.9,85 +TRIYA SORAYA,NOVI TRIA,10/1/2023,MUMBULSARI,P,30,9.7,81 +TRIYA SORAYA,NOVI TRIA,10/1/2023,MUMBULSARI,P,30,9.4,81 +TRIYA SORAYA,NOVI TRIA,10/1/2023,MUMBULSARI,P,30,10.4,81 +Muhammad Abdus salam,LINDA,5/1/2023,LENGKONG,L,30,11.7,83.6 +Muhammad Abdus salam,LINDA,5/1/2023,LENGKONG,L,30,11.7,83.6 +Muhammad Abdus salam,LINDA,5/1/2023,LENGKONG,L,30,11.5,83.4 +Muhammad Abdus salam,LINDA,5/1/2023,LENGKONG,L,30,11.5,83.4 +Muhammad Abdus salam,LINDA,5/1/2023,LENGKONG,L,30,12.1,84 +Muhammad Abdus salam,LINDA,5/1/2023,LENGKONG,L,30,12.1,84 +Qiana Hafizdah,umi/mistur ,5/5/2021,Jl. Jawa,P,50,13.5,98 +M Atharrazka ,Fitri/Febri,1/3/2022,Jl. Jawa,L,40,15,98.5 +Lovi Qyara R.,Fitri/Heru,29/04/2022,Jl. Jawa,P,39,13.7,98.8 +Moh. Juna Aji Ferdi,yuli/yakin,18/01/2022,Jl. Jawa,L,42,11.7,91.4 +Shaqueena,Welly/Hendri,23/06/2022,Jl. Jawa,P,37,16.5,101.4 +Medina Bilqis Putri,Amelia/Febry,17/07/2022,Jl. Jawa,P,36,12.6,91.5 +Muhammad Nuril,Suci / Boni,12/8/2022,Jl. Jawa,L,35,11.2,92.9 +Muhammad Nurel,Suci / Boni,12/8/2022,Jl. Jawa,L,35,12.1,94.7 +Ghina Syakira,Anita/Roni,19/08/2022,Jl. Jawa,P,35,12.6,93.2 +Aisyah Hasna H,Saidah/ Isbat,5/9/2022,Jl. Jawa,P,34,15,99 +Moh. Saka,Dewi/Sutekno,23/11/2022,Jl. Jawa,L,32,12.7,90.6 +M. Rafansyah R,Yuni/Ayus,30/11/2022,Jl. Jawa,L,32,15,94 +Nayla Assyifa Salsabila,Agus/Qurratul,24/12/2022,Jl. Jawa,P,31,13.1,91.4 +Althafunnizam,Sulastri/Gufron,19/03/2023,Jl. Jawa,L,28,12.6,92.7 +Muhammad Azam,Desi/Aris,14/05/2023,Jl. Jawa,L,26,10.7,86.6 +Reyshaka Kaleandra Davion,Novi/Reza,22/06/2023,Jl. Jawa,L,25,10.6,85.2 +A. Danu Dermawan,M. Dawan/Dewi,18/07/2023,Jl. Jawa,L,24,11.9,89 +Ashfa Azmi Farhania,Dani/Dian,31/07/2023,Jl. Jawa,L,24,8.2,76.2 +Nada Nimas Almira,Imam/Niken,10/4/2023,Jl. Jawa,P,27,10.8,88.4 +Moh Reza Saputra,khotimatus/gunawan,16/11/2023,Jl. Jawa,L,20,10.9,84.7 +Raisya Febri,Rukmiati/abd salim,9/2/2024,Jl. Jawa,P,17,7.2,75 +Mohammad Kenzio Elbarra ,maulida/firmansyah,11/4/2024,Jl. Jawa,L,15,11.2,87 +Gilang Bramantya,anis/bram,18/03/2024,Jl. Jawa,L,16,10.9,84 +M. Zuhdi Ramadhan,riska/agus,19/03/2024,Jl. Jawa,L,16,17.7,87 +Auliya Kanza Nur Rachman,Arief/nurul,5/6/2024,Jl. Jawa,P,13,10.3,79 +Madaraksa Keputren ,denis/rita,17/09/2024,Jl. Jawa,P,10,16.3,101.3 +Aluna Danen Aditya,Aditya/Karima,12/1/2025,Jl. Jawa,P,6,8.3,72 +Ralin Elmeira Putri,Rika/Imamsyah,3/4/2025,Jl. Jawa,P,3,8.2,71 +Muhammad Ziyad Azzaky Devano,Devita/Nurul Irfann,30/04/2025,Jl. Jawa,L,3,6.4,68.5 +Viona Zaverinda Putri Y,Ressi/ M Rokip,18/08/2025,Jl. Jawa,P,6,7.2,65 +M Hanan Rafardhan,Bayu Aji / Siti fatimatul,3/9/2025,Jl. Jawa,L,5,5.7,62.5 +Shakila Khanza Al Mahdi,hikmatul/miskadi,29/09/2025,Jl. Jawa,P,5,5.1,63.3 +nayara putri mahmudah,rohmawati/Amir mahmud,2/10/2025,Jl. Jawa,P,4,7.2,63 +Ahmad Valen Akbar,widatul/anang,5/12/2025,Jl. Jawa,L,2,5.2,59 +Reina Deandra Davina,NOVIA/Reza,31/12/2025,Jl. Jawa,P,2,4.7,53 +Hafsah,,7/4/2023,Jl. Jawa,P,27,13.8,95.2 +Aryan,,11/5/2025,Jl. Jawa,L,2,8.6,74 +Shanum,,15/7/2025,Jl. Jawa,P,5,8.7,71 +Syahreza Ahmad,Maulida,25/02/22,SUMBERSUKO,L,41,12.4,88 +Nadira Putri,Mufidah,6/12/2022,SUMBERSUKO,P,31,7.6,71 +Tavisha Revalina,Titik,21/12/22,SUMBERSUKO,P,31,8.5,76 +M. Yusuf Alqorony,Wuliati,8/12/2022,SUMBERSUKO,L,31,8.1,72 +Haikal M. Alfariq,Damuli,28/04/23,SUMBERSUKO,L,27,7.9,72 +M. Irsyadul Ibad,Yuliati,16/05/23,SUMBERSUKO,L,26,7.1,67 +M. Khoirul Nizam ,Cici,20/05/23,SUMBERSUKO,L,26,8,70 +M. Raditya,Puji,22/06/23,SUMBERSUKO,L,25,8.2,69 +M. Eshal R.,Eka Rahma,15/07/23,SUMBERSUKO,L,24,7.5,69 +M. Fathan R.,Cicik F.,30/08/23,SUMBERSUKO,L,23,5.76,62 +M. Gibran Arsaka,Heni Sutanti,1/5/2024,SUMBERSUKO,L,14,2.9,48 +Nadiva Arsyila Savina,Sulastri,27/01/24,SUMBERSUKO,P,18,3,52 +M. Haidar Atmaja,Nur. H,8/1/2022,SUMBERSUKO,L,42,13,86.3 +Maryam Frisly,Syarifatul,10/3/2022,SUMBERSUKO,P,40,10.7,81 +M. Genta Baskara,Friska,19/03/22,SUMBERSUKO,L,40,10.8,85 +M. Azhril Ammar ,Indi,12/4/2022,SUMBERSUKO,L,39,9,80 +Ajril Alvian,Solatil,13/05/22,SUMBERSUKO,L,38,9.9,78 +Raisa Qonifatilah,Rulmiati,30/05/22,SUMBERSUKO,P,38,8,77 +Wafi Bagus Putra,Dewi Putri,4/6/2022,SUMBERSUKO,L,37,10.9,80 +M. Lingga Adly,Widiawati,29/06/22,SUMBERSUKO,L,37,9.18,81 +Audya Widiawati,Rena,25/07/22,SUMBERSUKO,P,36,8.2,70 +Dealisa Thara,Yanuro,26/07/22,SUMBERSUKO,P,36,7.8,72 +Natania Aqilla,Naning,27/07/22,SUMBERSUKO,P,36,10.8,81 +Xaquille Dirga,Nur Alia,3/8/2022,SUMBERSUKO,P,35,11.5,80.5 +Sabira Wafika,Sriyuliani,30/07/22,SUMBERSUKO,P,36,9.5,77 +Laksamana Daffa,Khomariyah,28/08/22,SUMBERSUKO,L,35,9.9,75 +Septianda Miko,Rika,16/09/22,SUMBERSUKO,L,34,11.5,77 +Oktavina Aretha,Dariati,12/10/2022,SUMBERSUKO,P,33,7.9,73 +Erina Salsabila,Maslia,15/10/22,SUMBERSUKO,P,33,8.3,76 +Rayanza Bima,Yuni,5/11/2022,SUMBERSUKO,P,32,9.1,72 +Vionatan Devan,Tria,6/11/2022,SUMBERSUKO,L,32,10.6,80 +Rayyanza Novian,Wiwik,9/11/2022,SUMBERSUKO,L,32,13.6,82 +Anggun Puspitasari,Daliamah,17/12/22,SUMBERSUKO,P,31,8.2,72 +Richo Aldiansyah,Asmaul,24/12/22,SUMBERSUKO,L,31,8.2,73 +Raina Eliza Misbah,Isabella,2/1/2023,SUMBERSUKO,P,30,8.5,73 +Faranisa Zahra ,Novitasari,17/01/23,SUMBERSUKO,P,30,8.5,76 +Putri Febriana,Nurul,22/02/23,SUMBERSUKO,P,29,6.9,69 +Adzkiyatul Yazmina,Ifana,16/03/23,SUMBERSUKO,P,28,8.2,72 +Devanka Rezkiano,Devi,22/05/23,SUMBERSUKO,L,26,10.4,71 +Elsanum Sehrish,Lailatul,27/06/23,SUMBERSUKO,P,25,6.7,67 +M. Arkanza,Sriwahyuni,14/04/23,SUMBERSUKO,L,27,8.9,69 +Delisa,Sinta,10/7/2023,SUMBERSUKO,P,24,7.2,68 +M. Alvan,Fatimatus,11/7/2023,SUMBERSUKO,L,24,6.9,67 +Nazril Farzan,Dewi Ainur,15/08/23,SUMBERSUKO,L,23,6,62 +Berlian Aluna,Tika,17/08/23,SUMBERSUKO,P,23,7.7,67 +Elvani Aflah,Nurul,27/08/23,SUMBERSUKO,P,23,5.3,60 +M. Gibran Naranza,Mila,9/9/2023,SUMBERSUKO,L,22,5.5,62 +Yasmine Nafeeza,Kumrotin,12/11/2023,SUMBERSUKO,P,20,4.6,56 +Khalissa Arsy Khumara,Uswatun,8/12/2023,SUMBERSUKO,P,19,3.9,54 +M. Zaidan Al Ghifari,Indi Rahmawati ,6/12/2023,SUMBERSUKO,L,19,5.1,58 +Bilal Attaqi,Dwi Yan,7/8/2023,SUMBERSUKO,L,23,7.9,67 +Rania Gendis,Marina,28/02/24,SUMBERSUKO,P,17,2.6,49 +Zanuba Zahira,Kiki,12/1/2024,SUMBERSUKO,P,18,2.9,48 +Rahilda Vania Putri,Dewi,19/09/23,SUMBERSUKO,P,22,7.2,67 +Clarita Risky R.,Puji Ernawati,21/04/24,SUMBERSUKO,P,15,6.8,63 +Gadisa Fawazia R. ,Nurul,16/03/24,SUMBERSUKO,P,16,5.2,53 +Kenzie Alvaro,Dewi,3/6/2024,SUMBERSUKO,L,13,4.8,55 +Ibrar Nur Ikhsanul,Fauziah,3/6/2024,SUMBERSUKO,L,13,2.9,49 +Bima Zyandru Tri,Novita Tri,16/01/24,SUMBERSUKO,L,18,12.8,90 +M. Ghibran Alfarisqi,Santi,3/7/2024,SUMBERSUKO,L,12,5.6,59 +Emran Tasbiha,Hayyu,21/10/24,SUMBERSUKO,L,9,4.4,52 +Mayra Azzahra,ST. Nur,29/10/24,SUMBERSUKO,P,9,3.8,53 +Aisya Hanum,ST. Aisyah,28/10/24,SUMBERSUKO,P,9,3,50 +Arsya Alfarizki,Lailatul,29/10/24,SUMBERSUKO,L,9,1.8,47 +M. Zayan Farel,ST. Rohma,3/3/2022,SUMBERSUKO,L,40,9.8,79 +Azmi Ahmad,Dewi,15/01/22,SUMBERSUKO,L,42,13.5,90 +Adnan Kalundra,Sinta,22/01/22,SUMBERSUKO,L,42,10.6,87 +M. Nizam Faqih,Musrifah,30/01/22,SUMBERSUKO,L,42,10.3,82 +M. Fatan Rayan,Indra,4/3/2022,SUMBERSUKO,L,40,11.5,85 +Arfana Faradian,Rodiyah,12/3/2022,SUMBERSUKO,L,40,9.7,80 +Azalea Kaliga,Alif,6/4/2022,SUMBERSUKO,P,39,9.2,70 +M. Randika,Khotimah,7/4/2022,SUMBERSUKO,L,39,10.4,82 +M. Abqor Alfala,Fajar,9/4/2022,SUMBERSUKO,L,39,13.4,83 +Alzan Zea Sadia,Fatimah,17/04/22,SUMBERSUKO,P,39,8.4,78 +Elsanum Syakila,Nurul,21/04/22,SUMBERSUKO,P,39,11.1,77 +Faaz Raziq Atha,Elma,22/04/22,SUMBERSUKO,L,39,11.4,82 +Sabina Azahra ,Dewi,20/05/22,SUMBERSUKO,P,38,8.2,75 +Sofiatun Nisa,Niswatin,24/05/22,SUMBERSUKO,P,38,9.8,77 +M. Arya Daffa,Lutfia,10/6/2022,SUMBERSUKO,L,37,10.3,82 +Hana Ganesa,Nisfatur,10/6/2022,SUMBERSUKO,P,37,11.6,76 +Nafil Khoiri,Wahyuni,8/7/2022,SUMBERSUKO,L,36,8.4,76 +M. Arfan Maulana ,Ririt,20/07/22,SUMBERSUKO,L,36,7.6,73 +Arshaka Virendra,Istiqomah,27/07/22,SUMBERSUKO,L,36,8.8,76 +Ardelio Gafril,Yuni,18/08/22,SUMBERSUKO,L,35,10.9,80 +M. Farhan Tsani,ST. Fatima,31/08/22,SUMBERSUKO,L,35,9,74 +Mazaya Muren,Rosa Ilmi,28/09/22,SUMBERSUKO,P,34,9.8,78 +M. Zafran,Nurul,8/10/2022,SUMBERSUKO,L,33,7.9,72 +Nadia Yuna,Retno,7/11/2022,SUMBERSUKO,P,32,7.9,72 +Nagiska Alesha ,Badriyah,18/11/22,SUMBERSUKO,P,32,7.8,74 +M. Zafi Putra ,Rifyanti,26/11/22,SUMBERSUKO,L,32,9.9,74 +M. Noval Alfatih,Bailatul B. ,17/12/22,SUMBERSUKO,L,31,8.2,75 +M. Really Zeafaro,Laili,6/1/2023,SUMBERSUKO,L,30,10,75 +El Shanum Shanaya,Nuril,28/01/23,SUMBERSUKO,P,30,8.7,70 +M. Jafiat Attar,Sugiati,31/01/23,SUMBERSUKO,L,30,8.2,71 +M. Zayny Al-Ghoni,Sulistiya,31/01/23,SUMBERSUKO,L,30,8.8,73 +Arsyaka Al-Kholifi,Anis,1/3/2023,SUMBERSUKO,L,28,8.1,70 +A. Nawwaful H,El Badriyah,11/3/2023,SUMBERSUKO,P,28,7.8,60 +Sanum Nazwa,Nur Ulfa,14/04/23,SUMBERSUKO,P,27,7.9,70 +Dafin Azka,Susiati,14/04/23,SUMBERSUKO,L,27,7.6,69 +Khaula Hawa,Nur Aini,22/04/23,SUMBERSUKO,P,27,9.9,70 +Prisa Aida Aprilia,Ainun,26/04/23,SUMBERSUKO,P,27,6.5,67 +Davin Agus,Sri Wulandari,11/5/2023,SUMBERSUKO,L,26,9.4,71 +Selina Aulia Putri,Nur Imamah,19/05/23,SUMBERSUKO,P,26,8.5,66 +Attarazka Fawwas,Dina Eka,30/05/23,SUMBERSUKO,L,26,7.3,66 +Risaidan Fata,Putri Melati,10/6/2023,SUMBERSUKO,L,25,7.2,66 +M. Atarazka Alfatih,Saidah,21/07/23,SUMBERSUKO,L,24,7.7,64 +Ayana Dwi,Nurul,5/7/2023,SUMBERSUKO,P,24,5.9,62 +Gendhis Atiqohmasulin,Titik Hidayati,14/09/23,SUMBERSUKO,P,22,6,62 +M. Abiyan Legawa,Hesti,1/9/2023,SUMBERSUKO,L,22,6.3,60 +Kaivan Devano,Eny,5/8/2023,SUMBERSUKO,L,23,7.3,63 +M. Elfathal Al-Ayubi,Dina,1/10/2023,SUMBERSUKO,L,21,6.5,64 +Sharga Al-Devano,Tanti,13/11/23,SUMBERSUKO,L,20,4.7,57 +M. Dzafar Dzaki,Risalatul,9/8/2023,SUMBERSUKO,L,23,7,63 +Aleeyah Fatima,Dinda,3/10/2023,SUMBERSUKO,P,21,5.8,61 +M. Arga Raditya,Dewi Artika,11/10/2023,SUMBERSUKO,L,21,5.9,60 +Keisya Zunaira,Ifa Juliani,12/10/2023,SUMBERSUKO,P,21,5.1,58 +Sofi Mukhib Amin,Milati,27/10/23,SUMBERSUKO,P,21,5.1,55 +Abimanyu Havasya,Desi Aidul,7/11/2023,SUMBERSUKO,L,20,4.7,57 +Raisa Zakia AZ.,Wulansari,17/11/23,SUMBERSUKO,P,20,5.8,62 +Anandita Keenan,Marta,8/1/2024,SUMBERSUKO,P,18,4.7,53.5 +Raka Zavian D.,Lilik,30/01/24,SUMBERSUKO,L,18,4.5,55 +Laktisa Dian Utari,Rosita,12/2/2024,SUMBERSUKO,P,17,4.1,53 +M. Zafar Dzaki,Risalatul,9/8/2023,SUMBERSUKO,L,23,8.9,71 +Nur Fahima,Nur,12/2/2024,SUMBERSUKO,P,17,5.9,64 +Azkiyah Tsaniyah,Nur Afifah,22/02/24,SUMBERSUKO,P,17,6.1,62 +Salsabila Azzahra,ST. Rohmah,29/02/24,SUMBERSUKO,P,17,5.4,56 +Ahmad Arfan,Ayu Firnan,19/02/24,SUMBERSUKO,L,17,3.9,51 +Aulia Aprilia P.,Zeni Aprilia,24/03/22,SUMBERSUKO,P,40,10.1,81 +Haikal,Halimatus S.,14/07/22,SUMBERSUKO,L,36,8.9,77 +M. Rafaeza,Isma,8/5/2024,SUMBERSUKO,L,14,3.4,50 +M. Rayyanza Mardova,Yayang,12/4/2024,SUMBERSUKO,L,15,5.8,62 +Almahira Putri Narendra ,Nur Hayati,18/05/24,SUMBERSUKO,P,14,2.6,49 +Syauqia Hannah,Deviana,20/06/24,SUMBERSUKO,P,13,3.4,51 +M. Kaliandra,Zeni Aprilia,29/07/24,SUMBERSUKO,L,12,2.4,46 +Shanaya F.,Selvy,6/5/2024,SUMBERSUKO,P,14,5.3,59 +M. Kevin Albaira,Retno,10/7/2024,SUMBERSUKO,L,12,2.3,46 +M. Hamzah,Nisa,30/08/24,SUMBERSUKO,L,11,4.1,53 +Maiza Nur KH.,Nur,10/9/2024,SUMBERSUKO,P,10,3.7,53 +Rayyan Abduallah,Ririn,2/2/2022,SUMBERSUKO,L,41,12.1,84 +Putri Arsila,Nisfi,11/3/2022,SUMBERSUKO,P,40,12.8,87 +M. Ridho Nur (bumbungan),Fatimah,7/7/2022,SUMBERSUKO,L,36,9.6,96 +Dirga Rafasha,Dwi,9/8/2022,SUMBERSUKO,L,35,12.4,81 +Alesa Nadirotul,Nafidatul,14/10/22,SUMBERSUKO,P,33,7.8,74 +M. Devandra ,Ririn,15/10/22,SUMBERSUKO,L,33,8.9,76 +M. Renandra,Destria,1/11/2022,SUMBERSUKO,L,32,8.6,75 +Athazaky Rafanizan,Hanim,11/1/2023,SUMBERSUKO,L,30,8.2,76 +Dirga Alfendra,Yuli,18/01/23,SUMBERSUKO,L,30,9.3,76 +Asraf Ahmad,Cindy,20/03/23,SUMBERSUKO,L,28,7.5,69 +Giandra Ega,Emi,4/4/2023,SUMBERSUKO,L,27,7.6,73 +Zio Ravendra,Rini,21/06/23,SUMBERSUKO,L,25,7.6,70 +Jesika Fitri,ST. Maslikha,21/04/23,SUMBERSUKO,P,27,7.5,71 +Nadya Aira ,Kurnia,12/9/2023,SUMBERSUKO,P,22,6.1,66 +Kayshila,Dewi Yatima,9/8/2023,SUMBERSUKO,P,23,6.3,64 +Ceysa Kirana ,Putri,23/10/23,SUMBERSUKO,P,21,5.9,61 +M. Zafran,Tutik,17/01/24,SUMBERSUKO,L,18,7.2,67 +Fahira Auliyah,Nurul H.,28/01/24,SUMBERSUKO,P,18,5.7,64 +M. Rayyanza ,Nufita,31/01/24,SUMBERSUKO,L,18,4.3,55 +M. Salman Nasution,Ratna,8/7/2023,SUMBERSUKO,L,24,6.8,70 +Moch. Marvelino,Khoirin A.,7/3/2024,SUMBERSUKO,L,16,7.4,67 +Zidan Putra,Nisa Mufita,13/04/24,SUMBERSUKO,L,15,4.8,54 +Chaera Nadheefa,Khafidatul,30/03/24,SUMBERSUKO,P,16,4.4,53 +Danis Raska,Kiki,17/11/23,SUMBERSUKO,L,20,6.1,66 +Darel Alyandra,Dian,22/05/24,SUMBERSUKO,L,14,5.6,58 +Arkana Wahyu,Ade,26/05/24,SUMBERSUKO,L,14,6.6,63.5 +Nadira Karismah,Sulikah,15/08/23,SUMBERSUKO,P,23,4.8,59 +Zakiya Nadira,Debi,23/09/23,SUMBERSUKO,P,22,2.5,47 +Gendis Arsyila Warda,Aria Adinis,9/7/2024,SUMBERSUKO,P,12,3.1,50 +M. Rayyan,Ma'rifatur,6/1/2022,SUMBERSUKO,L,42,11.4,88 +Asyallu Salsabila,Ainur,19/11/22,SUMBERSUKO,P,32,7.3,72 +A. Arkana Aqil,Nisa,11/12/2022,SUMBERSUKO,L,31,7.7,74 +M. Arkana Melviano,Nurul,1/2/2023,SUMBERSUKO,L,29,7.3,72 +Adzkiyah Hafza K.,Ayu,3/2/2023,SUMBERSUKO,P,29,7.5,72 +M. Dhika Hidayatuallah,Fira,5/2/2023,SUMBERSUKO,L,29,8.2,77 +M. Arkanza Hafizt,Ma'rifatur,23/03/23,SUMBERSUKO,L,28,8.2,74 +Arhan Ali Yafi,Citra,4/7/2023,SUMBERSUKO,L,24,7.7,70 +Afwa Hanna,Purwanti,29/07/23,SUMBERSUKO,P,24,6.8,68 +Nabila Hanna ,Fita,8/8/2023,SUMBERSUKO,P,23,5.8,67 +Abrizam Khalif,Anie,10/8/2023,SUMBERSUKO,L,23,6.7,68 +Arumi Zea Ananda,Maryam,9/2/2024,SUMBERSUKO,P,17,4.2,55 +M. Rayan Maliq,Yuliati,28/03/24,SUMBERSUKO,L,16,4.1,55 +M. Badrika Arjuna,Ely,21/04/24,SUMBERSUKO,P,15,8.1,65 +Everin Kira,Ica,26/04/24,SUMBERSUKO,P,15,6.8,68 +Masayu Sabrina,Fitri,2/4/2022,SUMBERSUKO,P,39,9,74 +M. Farel AL.,Ayu,27/07/22,SUMBERSUKO,L,36,9,75 +Arumi Nasya,Dewi,28/07/22,SUMBERSUKO,P,36,9,78 +Tiara Alfatunnisa,Winarsih,31/07/22,SUMBERSUKO,P,36,8,74 +M. Diki A.,Diana,31/07/22,SUMBERSUKO,L,36,9.9,78 +Ahmad Sauqi,Suliati,3/8/2022,SUMBERSUKO,L,35,8.6,73 +Salman Dwi,Eni,13/11/22,SUMBERSUKO,L,32,10,77 +Queenza Abila,Musrifa,14/11/22,SUMBERSUKO,P,32,10,78 +Rahma Miftakhul,Faumi,8/12/2022,SUMBERSUKO,P,31,8,72 +M. Zioshaka Azzmy,Lailatul,20/01/23,SUMBERSUKO,L,30,9,78 +M. Athif Salim,Alfiyah,9/2/2023,SUMBERSUKO,L,29,8.2,73 +M. Theo Rangga,Ghita,21/02/23,SUMBERSUKO,L,29,8.1,70 +Anissa Royah,Iis,9/3/2023,SUMBERSUKO,P,28,4,51 +Adzkiyah Alfatunisa ,Nia,22/05/23,SUMBERSUKO,P,26,7.2,60 +Alfaro Siddik,Ana Asmaul,30/07/23,SUMBERSUKO,L,24,6,65 +Ahtar Putra,Rika,10/8/2023,SUMBERSUKO,L,23,6,64 +Ayesha Fayra,Lailatul,14/08/23,SUMBERSUKO,P,23,9,69 +Niko Kurniawan,Nisaul,10/9/2023,SUMBERSUKO,L,22,7,63 +Tanisa Almaira,Istiqoma,4/9/2023,SUMBERSUKO,P,22,6,69 +Adinda Alieen N.,Dwi Rahmawati,6/10/2023,SUMBERSUKO,P,21,6,61 +Revalina Adiba,ST. Sundari,21/11/23,SUMBERSUKO,P,20,5.3,56 +Anandita Senja,Sari,19/11/23,SUMBERSUKO,P,20,6,59 +Nabila Ristina M.,Lailatul M.,8/1/2024,SUMBERSUKO,P,18,4.1,53 +Fahira Aulia,Nurul,28/01/24,SUMBERSUKO,P,18,3.9,55 +Ach. Azmi,Aisyah,28/12/23,SUMBERSUKO,L,19,6.3,59 +Kanza Hasna,Uswatun K.,26/12/23,SUMBERSUKO,P,19,6.9,68 +M. Rayyan,Alfiatul,21/02/24,SUMBERSUKO,L,17,5.2,58 +Ayesha Shafian,Nuriati,9/1/2022,SUMBERSUKO,P,42,10.3,85 +Reyna Dwi,Irnawati,11/4/2022,SUMBERSUKO,P,39,10.9,85 +Azfer Rayyan,Yuyun,28/04/22,SUMBERSUKO,L,39,11.6,87 +M. Amril,Lianatus,2/6/2022,SUMBERSUKO,L,37,10.8,83 +Naura Azzahra,Tariati,25/06/22,SUMBERSUKO,P,37,8.9,82 +Ragil Saputra,Minatun,4/8/2022,SUMBERSUKO,L,35,9,82 +Sanum Asqiara,Sholikhatus,17/08/22,SUMBERSUKO,P,35,8.4,85 +M. Azam,Uswatun,10/10/2022,SUMBERSUKO,L,33,9.1,82 +M. Noval Abdillah,Anggraeni,22/11/22,SUMBERSUKO,L,32,8.5,73 +Diwangkara Surya ,Ita,8/2/2023,SUMBERSUKO,L,29,9.6,83 +Berlian Nihla,Basiro,13/04/23,SUMBERSUKO,P,27,8.3,81 +Fitriyah Habibah,Halimatus,2/5/2023,SUMBERSUKO,P,26,8,74 +Zein Alfariski,Zuni K.,17/02/24,SUMBERSUKO,L,17,6.7,67 +Kinara Azkiya,Wulan,7/3/2024,SUMBERSUKO,P,16,6.4,65 +Andinia Eza,Rina,18/09/23,SUMBERSUKO,P,22,7,73 +Dafina Putri Yumna,Ira,3/4/2024,SUMBERSUKO,P,15,6.4,62 +Azhvan Zayid,Anisafitri,19/06/24,SUMBERSUKO,L,13,6,61 +Adiba Khadijah,Indahsari,30/08/24,SUMBERSUKO,P,11,4,54 +Sabrina,Ajeng,24/10/24,SUMBERSUKO,P,9,2.8,50 +M. Arsa Alfariski,Widia,1/10/2024,SUMBERSUKO,L,9,3.1,49 +Syahreza Ahmad,Maulida,22/05/22,SUMBERSUKO,L,38,8,68 +M. Abizar Faras,Siti Rohma ,10/1/2022,SUMBERSUKO,L,42,9,74 +M. Azharil Ammar,Mei,12/4/2022,SUMBERSUKO,L,39,6.4,67 +M. Nizam Faqil,Musrifah,30/01/22,SUMBERSUKO,L,42,7.7,68 +Hanan Ramdan,Ristiana,1/5/2022,SUMBERSUKO,L,38,6.2,58.5 +Azalea Khaliqah,Alif,6/4/2022,SUMBERSUKO,P,39,6.5,61 +M. Ariya Dafa,Lutfia,10/6/2022,SUMBERSUKO,L,37,5.4,60.5 +Nafil Khairi,Wahyuni,8/7/2022,SUMBERSUKO,L,36,3.5,48 diff --git a/stunting_ml/data/raw/stunting_data.csv b/stunting_ml/data/raw/stunting_data.csv new file mode 100644 index 0000000..380f9d2 --- /dev/null +++ b/stunting_ml/data/raw/stunting_data.csv @@ -0,0 +1,1941 @@ +Nama Anak,Nama Ortu,Tgl Lahir,Alamat,Berat Badan,Tinggi badan,Jenis Kelamin,Usia +PANDITA,LAMINI/IBAD,13/2/21,Bumbungan,18.4,109.3,P,60 +PANDU,LAMINI/IBAD,13/2/21,Bumbungan,19.1,112.7,L,60 +APRILIA DWI,YULIANA,12/4/2021,Bumbungan,13.2,99.6,P,58 +AICO,AMELITA,18/5/21,Bumbungan,18.4,109.6,P,57 +IRVAN,DEWI/SUKRON,17/3/21,Bumbungan,18.1,108.9,L,59 +HANIFAH,MUKHLISA,30/3/21,Bumbungan,18.1,110.1,P,59 +ASHAFA AZAIYA,SAROFAH,25/8/21,Bumbungan,12.7,98,P,54 +M. ARBIAN,KHULIKUL,6/9/2021,Bumbungan,16.2,104,L,53 +GARFIL SYAFIER,AUREL,18/10/21,Bumbungan,16.5,105,L,52 +NUR PUTRI,ANA,28/4/21,Bumbungan,18.6,109.8,P,58 +LANAA MUMTAZA,NUR FADILAH,8/8/2021,Bumbungan,17.6,108.9,L,54 +M. AKALANKA,ILMI,25/9/21,Bumbungan,14.5,98.5,L,53 +MARIYAM,YULIANA,10/11/2021,Bumbungan,17.6,106.8,P,51 +ADIBA MUTIA,SARTINI,10/11/2021,Bumbungan,12.5,97,P,51 +KHALISA,NISA,2/11/2021,Bumbungan,20.2,101.5,P,51 +M. ARSHA,NITA,4/11/2021,Bumbungan,15.3,101.6,L,51 +M. ADANU ALFATAN,FIRDA,4/9/2021,Bumbungan,18,108.3,L,53 +WIDIA SHABIRA,YASINTA,3/12/2021,Bumbungan,16.1,97.5,P,50 +M. MAULANA ARSYA,DINA,17/12/21,Bumbungan,17,105.5,L,50 +M. VINCENT,FENI,26/7/21,Bumbungan,16.5,105.6,L,55 +MARIYAM,YULIANA,18/11/21,Bumbungan,17,106.5,P,51 +NUR AISYA ELSANUM,NUR MAHMUDA,16/12/21,Bumbungan,14.4,100,P,50 +ARYA GUNA MAHENDRA,SRIWATI,7/5/2021,Bumbungan,17.7,109.2,L,57 +RAYAN,RIRIN,2/2/2022,Bumbungan,17,100,L,48 +PUTRI ARSILA,NISFI,11/3/2022,Bumbungan,16.2,104,P,47 +SAFANA NASHA,KUSNUL,26/4/22,Bumbungan,12.1,93.4,P,46 +DIRGA RAFASYA,DWI,9/8/2022,Bumbungan,15.4,98.7,L,42 +M. RIDHO,SITI FATIMAH,7/7/2022,Bumbungan,15.5,94.8,L,43 +M. DEVANDRA,RIRIN,15/10/22,Bumbungan,13.5,93.5,L,40 +M. RENANDRA A,DESTRIA,1/11/2022,Bumbungan,13.4,92,L,39 +ALESHA NADHIRO,MUFIDATUL,4/10/2022,Bumbungan,12.1,93.5,P,40 +ALFAN RISKY,KUSNUL P,17/8/22,Bumbungan,19,106.2,L,42 +RAMADANI ZIFFA,YULI/RIDFAN,14/4/22,Bumbungan,15.9,104.3,P,46 +ATHAZAKY RAFANIZAM,MASFUFA HANIM,11/1/2023,Bumbungan,14.4,98.5,L,37 +MUZAFFAR,NURIYATI,10/2/2023,Bumbungan,96.3,13.9,L,36 +GIANDRA EGA WIYONO,EMIL MEGA/WIYONO,4/4/2023,Bumbungan,12.7,93,L,34 +ASHRAF AHMAD,CINDY,20/3/23,Bumbungan,13,88.9,L,35 +ZIO RAFENDRA,RINI PURWATI,21/6/23,Bumbungan,13.1,89.7,L,32 +JESIKA FITRI,MASLIKHA,21/4/23,Bumbungan,10.1,84.8,P,34 +NAYYARA ANDREENA,SHEENY,30/1/23,Bumbungan,18,98.5,P,37 +M. SALMAN N,RETNO SETYA,8/7/2023,Bumbungan,11.2,87.5,L,31 +KAYSHILLA ARKADEWI,DEWI/DWI SANTOSO,9/8/2023,Bumbungan,13.6,88.3,P,30 +NADYA AIRA,KURNIA FIRDA,12/9/2023,Bumbungan,13.1,92.8,P,29 +HAURA ASTAGINA,FIRDA/FATAN,6/8/2023,Bumbungan,13.9,91.3,P,30 +M. ALBI HAMIZAN,LINDA/NUR HAMIM,31/8/23,Bumbungan,13.6,90.4,L,30 +ALVENDRA,YULI,18/1/23,Bumbungan,14.4,97.3,L,37 +CEYSHA KIRANA,EKA PUTRI,26/10/23,Bumbungan,10.5,83.5,P,28 +M. KALANDRA HANIF,SANTI AYU/YASIN,17/11/23,Bumbungan,12.3,86,L,27 +M. RAYYANZA,RIO/NUFITA,31/1/24,Bumbungan,12.6,89.6,L,25 +FAHIRA AULIA,SAIFUL/NURUL,28/1/24,Bumbungan,10.1,83,P,25 +M. ZAFRAN,SOLEH/TUTIK,17/1/24,Bumbungan,13.3,88.4,L,25 +M. MARVELINO,KHOIRUNNISAK,7/3/2024,Bumbungan,11.5,86.7,L,23 +ZIDAN PUTRA,NISA MUFITA,13/4/24,Bumbungan,10.3,84,L,22 +CHAEERA NADIFA,AFI,30/3/24,Bumbungan,9.2,81,P,23 +DAREL ARYANDRA,DIANA,22/5/24,Bumbungan,10.7,82,L,21 +ZARENA,NOVITA VIO,20/6/24,Bumbungan,12.3,87.4,P,20 +AZKIYA ZAHROTUL,EVI/RISKI,28/7/24,Bumbungan,11.2,83,P,19 +ARKANA WAHYU,MISTRIA NINGRUM,26/5/24,Bumbungan,13,85,L,21 +ZAHRA,ZAINAL/KAMILA,21/10/24,Bumbungan,10,79,P,16 +M. ATHAR SYAZANI,ANGGI/MIFTAKHUL,10/8/2024,Bumbungan,9.3,77,L,18 +HANAN,NAILA/ANDRIK,28/1/25,Bumbungan,10,76.2,,13 +ZAIDAN,YUNITA/SAIFUL RIZAL,26/3/25,Bumbungan,9.1,75.2,L,11 +ARRASYA LUTFI,LARAS/ANTON,17/4/25,Bumbungan,8.1,70,P,10 +ALISHA HAURA A,CHOLIKIL/MISBAKHUL,8/8/2025,Bumbungan,7.5,65,P,6 +ALISHA AZALEA JASMINE,UMI LUTFIYAH/EKO S,10/11/2025,Bumbungan,5.5,58,P,3 +AZAM,VIVI/DJAYUS,18/10/25,Bumbungan,6.7,64,L,4 +M. FATIH,EMI MUJIATI/M. FARIS,19/11/25,Bumbungan,6.4,61,L,3 +DANISH RAZKA,KIKI A.,17/11/23,Bumbungan,9.5,87.5,L,27 +M. GEZANDRA,DESTRIA EKA/WAWAN,22/12/25,Bumbungan,6.3,58,L,2 +GYAN MAHENDRA,MASLIKHA/PUPUT,22/12/25,Bumbungan,5.2,57,L,2 +ELZIO,UNING/HIDAYAT,30/10/25,Bumbungan,8,67,L,4 +ARCELLIO,INDRI/ZAINI M.,13/01/26,Bumbungan,5.4,55,L,1 +DEVENDRA ALFARIZ,ARMIATI,7/2/2026,Bumbungan,5.1,55,L,0 +M ABIDZAR AL GHIFARI,DODIK/MUDRIKA,13/3/21,Sumberingin,18.5,110,L,59 +MAYAS AL GHAZI,Alek/iit,14/3/21,Sumberingin,18.4,109.1,L,59 +NADHIFA ALMAIRA,RIANTO/TASLIMA,30/4/21,Sumberingin,18.4,109.3,P,58 +APRILIA RAMADAN,ANDIK/YURIN,26/4/21,Sumberingin,18.3,110.3,P,58 +ALMEYRA SYAKILA,RENDI/BELA,19/4/21,Sumberingin,18.3,109.3,P,58 +ATHAYA REIHANA,SHOLEHUDIN/INA,30/6/21,Sumberingin,17.5,109,P,56 +ALIFA ZAHRA,ABDUL ABAS/SAFITRI,30/3/21,Sumberingin,18.5,108.8,P,59 +BILQIS AGNIA,TUGIANTORO/ST ROHMAH,20/5/21,Sumberingin,15,98,P,57 +M RAFA ALIANTO,KASYANTO/ZENI,18/1/21,Sumberingin,14.1,102,L,61 +FELIA MAHARANI,RIO/WULAN,8/6/2021,Sumberingin,18.3,110.2,P,56 +GRACELINA ALAYA (Pindah),M RIZAL/ST ROBIATUL,1/6/2021,Sumberingin,17.6,109.7,P,56 +JALER AQIL,M YUNUS/TITIK,13/6/21,Sumberingin,13.8,100.4,L,56 +THALITA MERISA,ROJI/SAPIKYA,18/5/21,Sumberingin,18.3,107.4,P,57 +M NIZAR,ARIF/AMRATUS,9/8/2021,Sumberingin,17.8,107.3,L,54 +AISWA NALA,SOFIYATIN,2/6/2021,Sumberingin,15.8,102.7,P,56 +RAYNA ALFAINA,ULFA AYU,10/6/2021,Sumberingin,18,107.7,P,56 +A.GAZA,SITA PUTRI,9/7/2021,Sumberingin,18,106.3,L,55 +GAVIN,NADIA,28/7/21,Sumberingin,14.8,101,L,55 +NADA FARAH MAULIDA,ISLAMIYAH,19/8/21,Sumberingin,17.9,108.2,P,54 +M.AL GHIZAR AL BIRRU,NOVI,11/9/2021,Sumberingin,17.8,105.7,L,53 +MANDA NUR,ISTIQOMAH,20/9/21,Sumberingin,17.9,106.7,P,53 +M.ABIZHAR FATTAN,MARIA ULFA,18/11/21,Sumberingin,16.6,101,L,51 +M.FAHMI,NUR DIAH,18/11/21,Sumberingin,17.3,105.6,L,51 +KADIT AYUNDA,NUR HAMIDAH,11/12/2021,Sumberingin,17.2,105.6,P,50 +ALFINO,RATNA,30/3/21,Sumberingin,18.7,109.8,L,59 +????? ?????,MIRNA,3/7/2021,Sumberingin,18.1,109.2,P,55 +M.MUJADI,HABIBI,18/10/21,Sumberingin,13.1,99,L,52 +AZMI AHMAD AL MUZAK,DEWI,15/1/22,Sumberingin,19.6,104.5,L,49 +M.ZAYAN FAREL,SITI ROHMAH,3/1/2022,Sumberingin,12.5,89.5,L,49 +ADNAN KALUNDRA,SINTA,22/1/22,Sumberingin,16.5,102.6,L,49 +M.NIZAM FAQIL,MUSRIFA,30/1/22,Sumberingin,16.7,102.5,L,49 +M.FATAN RAYAN,INDRA,4/3/2022,Sumberingin,16.6,102.9,L,47 +ARFANA FARADIAN,RODIYAH,12/3/2022,Sumberingin,12.8,91.5,L,47 +AULIA APRILIA PUTRI,ZENI,24/3/22,Sumberingin,12.2,91.5,P,47 +M.RANDIKA,KHOTIMAH,7/4/2022,Sumberingin,15.2,99.4,L,46 +M.ABQORI ALFALA,FAJAR,9/4/2022,Sumberingin,15.9,102.4,L,46 +ALZAN ZEA SADIA,FATIMA,17/4/22,Sumberingin,15.9,103.4,P,46 +HANAN RAMDAN,RISTIANA,1/5/2022,Sumberingin,15.9,101.3,L,45 +FAAZ RAZIQ ATHA,ELMA,22/4/22,Sumberingin,15.8,102.3,L,46 +AZALEA KHALIQAH,ALIF,6/4/2022,Sumberingin,16.8,103.2,P,46 +SOFIATUN NISAK,NISWATIN,24/5/22,Sumberingin,15,93,P,45 +SABINA AZZAHRA,DEWI R,20/5/22,Sumberingin,15.8,100,P,45 +M.ARIYA DAFA,LUTFIAH,10/6/2022,Sumberingin,16.2,101.5,L,44 +NAFIL KHAIRI,WAHYUNI,8/7/2022,Sumberingin,16,101.3,L,43 +M.QHISIL HIDAYATULLAH,SRI RAHAYU,10/7/2022,Sumberingin,15.8,101.8,L,43 +M.ARFAN MAULANA,RIRIT,20/7/22,Sumberingin,10.9,89.9,L,43 +ELSANUM SAKIRA,NURUL,21/4/22,Sumberingin,16.2,102.5,P,46 +M.NOVAL ALFATIH,LAILATUL,17/12/22,Sumberingin,14.6,99.2,L,38 +M.ZAFI PUTRA,RIFAYANTI,26/11/22,Sumberingin,15.1,99.3,L,39 +ARSHAKA VIRENDRA,ISTIQOMAH,27/7/22,Sumberingin,16,101,L,43 +ARDELIO GHAUFIN,YUNI ARDILA,18/8/22,Sumberingin,15.3,101.4,L,42 +M.FARHAN TSARI,SITI FATIMA,31/8/22,Sumberingin,16.6,92.4,L,42 +ALFATIH AKBAR,INAWATI,1/9/2022,Sumberingin,15.8,99.6,L,41 +A.ALAN FAIZ,SURIYATI,7/9/2022,Sumberingin,15.3,99.7,L,41 +MAZAYA NUUREN,ROSA,28/9/22,Sumberingin,15.9,97.2,P,41 +MAULUDIYAH KIRANA,NINIK,3/10/2022,Sumberingin,13.5,91.5,P,40 +NAGISKA ALESHA,LAILATUL BADRIYA,18/11/22,Sumberingin,14.9,96.7,P,39 +HANA GANESA,NISFATUR,10/6/2022,Sumberingin,15.6,100.7,P,44 +M.ZAYYAN AL GIFARI,FIHATUS,6/1/2022,Sumberingin,17,105.4,L,49 +NADIA YUNA,RETNO,11/7/2022,Sumberingin,15.6,99.4,P,43 +M.REALLY ZEFANO,LAILIL,6/1/2023,Sumberingin,14.5,95.2,L,37 +M.JAFIAT ATTAR,SUGIATI,31/1/23,Sumberingin,13,90.4,L,37 +ELSANUM SHANAYA,NURIL,28/1/23,Sumberingin,11.3,83.5,P,37 +ARSYAKA,ANIS,1/3/2023,Sumberingin,11.4,89.5,L,35 +M.ZANYNY AL GHONI,SULISTYA,31/1/23,Sumberingin,15,95.8,L,37 +A.NAWWAFUL.H,LAILATUL,11/3/2023,Sumberingin,11.4,85,P,35 +PRISHA AIDA,AINUN,26/4/23,Sumberingin,11.2,86,P,34 +DAVIN AZKA,SUSIATI,14/4/23,Sumberingin,11.5,88.5,L,34 +JOMANUM NAZWA,INUR ULFA,14/4/23,Sumberingin,13.9,95.6,P,34 +ADMAR IZAN (Pindah),REZA,16/4/23,Sumberingin,14.8,94.7,L,34 +ALFEREL MAHERZA,SARIWARNI,3/5/2023,Sumberingin,10.7,86.5,L,33 +DHAFIN AGUS,SRI W,11/5/2023,Sumberingin,14,94.8,L,33 +CALVIN VINCENT S (Pindah),SAROBIATUL,13/4/23,Sumberingin,14.8,94.2,L,34 +SELINA AULIA P (Pindah),IMAMA,19/5/23,Sumberingin,13.9,95.1,P,33 +KHAULA HAWA,SUUDIN,24/4/23,Sumberingin,10.5,85.5,P,34 +ATTARAZKA FAWWAS,TOMI,10/5/2023,Sumberingin,11.3,86.4,P,33 +RIZAIDAN FATA,PUTRI M,10/6/2023,Sumberingin,14,94.6,L,32 +AYANA DWI,NURUL,5/7/2023,Sumberingin,10.5,85.5,P,31 +ADMAR IZAN (Pindah),KHOIR/REZA,16/4/23,Sumberingin,13.9,96.3,L,34 +HUSAIN AMRAN ABQORY (Pindah),USNI/ALFITO,27/6/23,Sumberingin,13.6,92.6,L,32 +KATRINA KAIF,FAISSALAH/STEFANI,12/7/2023,Sumberingin,13.6,92.8,P,31 +M.ATARAZKA ALFATIH,YAYAN/SAIDA,21/7/23,Sumberingin,11.4,83.1,L,31 +REYHAN ALBERT ALEXANDER (Pindah),ADE/HANI,24/6/23,Sumberingin,14,92,L,32 +M.DZAFAR DZAKY,A.HARIS/RISALAYUL,9/8/2023,Sumberingin,13.3,92.2,L,30 +KAIFAN DEVANO,JULIAN/ENI,5/8/2023,Sumberingin,13.3,91.2,L,30 +M.ABIYAN LEGAWA,HENDRIK/HESTI,1/9/2023,Sumberingin,10.7,83.7,L,29 +M.EL FATHAN AL,M.KRISWANTO/DINA,11/10/2023,Sumberingin,13.4,89.1,L,28 +GENDIS ATIQO,M.YUNUS/TITIK,14/9/23,Sumberingin,10.2,86.6,P,29 +SAGARA ALDEVANO,RONI/TANTI,13/11/23,Sumberingin,10.6,88,L,27 +RAISA ZAKIA AZ ZAHRA,HUSNIWULANSARI,17/11/23,Sumberingin,12.6,89.6,P,27 +ALEEYA FATIMAH,DINDA/SULAIMAN,3/10/2023,Sumberingin,11,90,P,28 +M.ARGA RADITYA,ANDRI/DEWI K,11/10/2023,Sumberingin,13,89.1,L,28 +KEYSHA ZUNAIRA,M.RIDWAN/IFA,12/10/2023,Sumberingin,12,89.5,P,28 +ABIMANYU HAVASYA,M.RISKI/DESI,7/11/2023,Sumberingin,12.8,89.8,L,27 +ARSHAKA,SUHENDRO/ANGGI,20/2/23,Sumberingin,12.2,87,L,36 +JIHAN NUR AMIRA,KHOTIMAH,12/5/2023,Sumberingin,14.1,93.5,P,33 +M. Arkanza H,Agus / Marifa,23/3/23,Sumberingin,11.4,89,L,35 +Arsyaka A,Anggi/Suhendro,20/2/23,Sumberingin,11.9,85.5,L,36 +RAKA ZAVIAH DEWANGGA,LILIK NUR,30/1/24,Sumberingin,11.5,96,L,25 +HAFIZ RISKI A,RENI,6/2/2024,Sumberingin,12.4,86.5,L,24 +LAKSITA DIAN UTARI,ROSITA,12/2/2024,Sumberingin,10.2,87,P,24 +NUR FAHIMA HARTO??,NUR KHOLIDA,12/2/2024,Sumberingin,9.2,78,P,24 +AZKIYAH TSANIYAH A,NUR AFIFAH,22/2/24,Sumberingin,12.2,90.1,P,24 +SALSABILA AZZAHRA,SITI ROHMAH,29/2/24,Sumberingin,9.5,78,P,24 +M.RAYYANZA MARDOVA,YAYANG,12/4/2024,Sumberingin,11.5,84,L,22 +A.ARFAN ASWANGGA,AYU FIRNANDA,19/2/24,Sumberingin,11,85,L,24 +M.RAFAEZA AL HAFIZ,ISMAYULA,8/5/2024,Sumberingin,8.7,77,L,21 +ALMAHIRA PUTRI H,NUR HAYATI,18/5/24,Sumberingin,12.6,81,P,21 +ANANDITA KEENAN,MARTHA,8/1/2024,Sumberingin,9.2,80,P,25 +SYAUQIAH HANNA P,DEVI,20/6/24,Sumberingin,8.2,76,P,20 +Gemma Nafusah,Titik Nur K/ Teguh A,29/2/24,Sumberingin,12.3,84,P,24 +Shanaya F. R,Selfi Safitri/Abd. Manaf,6/5/2024,Sumberingin,12.2,84.6,P,21 +M. Yusky Al Ghifari,Rahma / Cahyo,5/6/2024,Sumberingin,9.9,78.5,L,20 +Sela Octavia,Ratna Sari/Yusuf,22/6/24,Sumberingin,11.4,84.9,P,20 +Ghania Clarissa F,Indah / Shodiq,10/7/2024,Sumberingin,9,77,P,19 +M. Kevin Al Barra,Retno / M. Alfian,10/7/2024,Sumberingin,11.5,82.6,L,19 +M. Kaliandra R,Zeni/Kasianto,29/7/24,Sumberingin,8.4,74.5,L,19 +Maiza Nur Khairina,Nur Rizkiya/ Rizal,10/9/2024,Sumberingin,8.2,74.5,P,17 +M. Hamzah,Khilyatun Nisa / Hafid,30/8/24,Sumberingin,9.9,80,L,18 +Yulia Maisya Salsabila,Ayu Indarti/Rohman,29/10/24,Sumberingin,9.3,75,P,16 +M. Raffanza Alfarizky,Hendri/Fiya Mufida,24/10/24,Sumberingin,10.6,76,L,16 +Kenzi Pramudia,Imam / Novi,2/10/2024,Sumberingin,10.7,81.3,L,16 +Aisyah Hanum,Choirul / Siti Aisyah,28/10/24,Sumberingin,9.6,77.5,P,16 +A. Azzam Novendra,Nur Rokhim / Retno,7/11/2024,Sumberingin,10.4,75.5,L,15 +M. Salim Abdullah,Khoirul / Khaula,11/11/2024,Sumberingin,7.8,70,L,15 +Yumna Aira S,Happy / Mujib,9/12/2024,Sumberingin,8.2,73,P,14 +Airlangga,Bayu / Devi,3/5/2024,Sumberingin,10.2,79.5,L,21 +Mayra Azzahra. K,Aziza / Muklis,29/10/24,Sumberingin,11.2,77,P,16 +A. Lukas,Ali/Ina M.,22/7/24,Sumberingin,11.1,77.5,L,19 +M. Hamizan,Ayunda / Heri,11/7/2024,Sumberingin,13.4,81.5,L,19 +Cairo Athara,Rangga / Intan,20/10/24,Sumberingin,10.7,82.2,P,16 +Anjani Riana,M. Khoiri / Nanik,4/1/2025,Sumberingin,9.1,72,P,13 +Aqila Hania. P,Rizky / Indah,15/2/25,Sumberingin,8.1,72,P,12 +M. Ashraf Brian. H,Afifah,7/2/2025,Sumberingin,9.6,73.5,L,12 +M. Regavin. A,Afandi / Wiwik,9/3/2025,Sumberingin,8.5,75,L,11 +Nuha Najabah,Rudi/Kholida,11/3/2025,Sumberingin,7.5,67.5,P,11 +M. Alfaro. R,M. Hasan/Vivi,17/3/25,Sumberingin,10.2,73.5,L,11 +A. Afifudin. Z,Sirojudin/Badriyah,3/3/2025,Sumberingin,7.6,67,L,11 +M. Zaidan Nafis A,Eriyadi / Sriwahyuni,28/4/25,Sumberingin,7.6,66,L,10 +M. Bilal Baskara,Subaidah/Tohirin,22/4/25,Sumberingin,8.9,70.5,L,10 +Dafarel Al Farizky,Yuyun/Yanto,1/3/2025,Sumberingin,9.4,73.5,L,11 +M. Abil Aprilio,Andri / Dewi,10/4/2025,Sumberingin,8.3,68,L,10 +Raisa,Cahyo/Nur Rohmah,14/5/25,Sumberingin,7,66,P,9 +M. Azhraf Khulaifi,Adi/Dewi Masyitoh,30/5/25,Sumberingin,8.6,69.5,L,9 +M. Dirga A,Angki / Desi T,12/6/2025,Sumberingin,8.3,68,L,8 +Rafisa Fatimatus,Alfa / Ernawati,18/5/25,Sumberingin,6,65.5,P,9 +Elio Zayan,Setiyono / Ayu,30/7/25,Sumberingin,8.1,64.5,L,7 +Jeslyn Zeakirana,Nanda/Seviana,2/7/2025,Sumberingin,9.2,70,P,7 +Bayanak Guntur,Baraja / Siti Khodijah,28/5/25,Sumberingin,9.2,74.5,L,9 +M. Faeyza Elvaro,Dimas/Putri,22/7/25,Sumberingin,6.6,66,L,7 +Abriella Khalin N,Putu/Vemi,8/8/2025,Sumberingin,7.3,65,P,6 +Ibrar Nur,Nur Cholis / Fauzia,3/6/2024,Sumberingin,12.5,86.5,L,20 +Meisya Elara,Ridwan /Ifa Juliana,29/9/25,Sumberingin,5.2,59.5,P,5 +Zeanara A. R,Rizky,22/10/25,Sumberingin,6.8,61,P,4 +M. Rayyan. N,Nur Aini,2/11/2025,Sumberingin,5.2,57.5,L,3 +Zefanya. O,Hartini/Usman,11/10/2025,Sumberingin,7.4,63,P,4 +Chesa,Solihati/Jaeni,23/8/25,Sumberingin,5.6,61,P,6 +Maisya,Solihati/Jaeni,23/8/25,Sumberingin,5.4,61,P,6 +Nayra S. P,Putri/Surya,3/11/2025,Sumberingin,6.7,63,P,3 +Aqila Fatimah. A,Maulidya/A. Efendi,7/11/2025,Sumberingin,5,56.5,P,3 +Alula Jenaira. A,Nabila/Wahyudi,29/10/25,Sumberingin,4.3,53,P,4 +Jenaira Selvara A.,Putri M/M. Agus,8/1/2026,Sumberingin,5.5,55,P,1 +ALMAIRA NAZLAH,ANIS,20/3/21,Kemuning,18.9,109.2,P,59 +ADI FIRMANSYAH,KAMAMA,12/4/2021,Kemuning,18.3,110.4,L,58 +ASKIA DIVA PUTRI,CICIK,6/7/2021,Kemuning,17.5,107.4,P,55 +TISA OLIVIA,SITI KUMALASARI,26/7/21,Kemuning,15,108,P,55 +AZALEA KHALIKA,RIDA,9/9/2021,Kemuning,17.8,107.1,P,53 +ENOLA AFRA BHUMI,RATNA,21/9/21,Kemuning,12.5,89,L,53 +GWENIA SHAQUILA,ILMIA,5/11/2021,Kemuning,16.4,101,P,51 +KHAWLA AISYA,ELSA,28/4/21,Kemuning,18.7,111.2,P,58 +ALESHA ZAFIRA,SUCI,27/11/21,Kemuning,16.7,106.4,P,51 +ANASYA PUTRI,NUR ASUKHA,6/3/2021,Kemuning,18.3,110.8,P,59 +NUR AISYA ELSANUM,MAHMUDA,15/12/21,Kemuning,16.9,103.5,P,50 +DELISA INARA C,ISTIQOMAH,18/12/21,Kemuning,16.9,106.5,P,50 +M.REY AKBAR,ROHMATUL,11/3/2022,Kemuning,15.4,98,L,47 +MAS AYU SABRINA,FITRI,2/4/2022,Kemuning,12.7,89,P,46 +AHMAD WIJAYA,DAHLIA,26/5/22,Kemuning,16.1,102.6,L,45 +ROSALINA FEBRIANA,PUTRI Pindah,7/2/2022,Kemuning,16.9,101.9,P,48 +TIARA ALFATUNISA,WINARSE,31/7/22,Kemuning,11.4,91.9,P,43 +AHMAD SAUQI,SULIATI Pindah,3/8/2022,Kemuning,15.7,101.1,L,42 +M.NIZAM AMRULLAH,DEWI,12/6/2022,Kemuning,16.2,102.7,L,44 +M.FAREL ALFARIZKI,AYU,27/7/22,Kemuning,13.4,91,L,43 +ARUMI NASHA,DEWI,28/7/22,Kemuning,14.7,87,P,43 +M.DIKI ALFARIZI,PUTRI,31/7/22,Kemuning,12.8,92,L,43 +AURORA MISNA S,NISAK,2/10/2022,Kemuning,15.1,98.8,P,40 +M.KRISNA FIRANA,ENI,16/10/22,Kemuning,13.8,93,L,40 +SALMAN DWI A,EDI,13/11/22,Kemuning,15.4,96,L,39 +QUEENSA ABILA A,MUSRIFA,15/11/22,Kemuning,13.1,93.5,P,39 +RAHMA MIFTAHUL,FAUMI,8/12/2022,Kemuning,15.1,95.9,P,38 +Arrazil Ilhamil M,SHOLIHIN/INAYATUL,11/2/2022,Kemuning,11.2,87,L,48 +A.ATHIF SALIM,ALFIAH,9/2/2023,Kemuning,11.4,88,L,36 +M.THEO,GITA,21/2/23,Kemuning,13.4,89.5,L,36 +ANNISA ROYYAH,IIS,9/3/2023,Kemuning,14.3,95.1,P,35 +ALESHA PUTRI,LILA INAYATUL,26/4/23,Kemuning,11.8,89.5,P,34 +MECCAYLA JAISHI,BUASAN/KUMIATI,13/5/23,Kemuning,11.8,87,P,33 +FITRIYAN QOTRUN,TAUFIQ,21/5/23,Kemuning,14.4,94.3,P,33 +ALVARO SHIDDIQ,SUGENG/ANA,30/7/23,Kemuning,12.8,89,L,31 +ADZKIYA ALFATUNNISA,EKO/NIA Pindah,22/7/23,Kemuning,13.5,92,P,31 +M.ZIO SAKHA AZAMI,MUKTI/MUFIDA,20/1/23,Kemuning,14.6,95.4,L,37 +AKHTAR PUTRA W,MAMIK/RIKA,10/8/2023,Kemuning,13.8,91.3,L,30 +AYESHA FAYRA HUSNA,SULTON/LAILA,14/8/23,Kemuning,13.8,89,P,30 +TANISHA ALMAHIRA,SUCIPTO/ISTIQOMA,4/9/2023,Kemuning,13.9,90.2,P,29 +NIKO KURNIAWAN,SULKAN /NISAUL,10/9/2023,Kemuning,12,82,L,29 +ADINDA ALIEN NATANIA,ARIK PURWANTO/DV,6/10/2023,Kemuning,10.8,0,P,28 +ANANDITA SENJA D.P,AGUS/SARI,11/11/2023,Kemuning,10.8,87,P,27 +REVALINA ADIBA,ADI/KUMAIDA,21/11/23,Kemuning,12.7,89.5,P,27 +NAURA AZKIA MECCA,MUHLISONDEWI KX,5/12/2023,Kemuning,12.7,88.5,P,26 +KHANZA HASNA SALSAB,SAMIAN/USWATUN,16/12/23,Kemuning,9.8,0,P,26 +GISKA YUMNA ZANITHA,SYARIFUDIN/ANIS,16/12/23,Kemuning,11.6,85,P,26 +Adzmil Khoirul,WAWAN/ISA,28/12/23,Kemuning,11.6,98,L,26 +Celine Faradisha,Febriansah / Risa,1/10/2023,Kemuning,10,84,P,28 +Damar Wahyu R,Mila/Erik,11/4/2023,Kemuning,14.7,94.5,L,34 +ARRASA KHALIF,RIA,11/1/2024,Kemuning,17,87,L,25 +NABILA NISRINA M,LAILATUL M,20/1/24,Kemuning,9.4,79.5,P,25 +M.RAYYAN F,HAFID/FIYA,21/2/24,Kemuning,12.4,88.5,L,24 +Furaida Alea S,FUAD/FIDA,4/7/2024,Kemuning,9.6,78,P,19 +Davina Raneyshia S,Rama / Aan,20/12/24,Kemuning,10.3,80.6,P,14 +Jena,Qurrotun A,11/11/2024,Kemuning,8.7,0,P,15 +M. Qian,RIFA'I/ULA,28/10/24,Kemuning,8,0,L,16 +Gendis,,9/7/2024,Kemuning,11.1,86,P,19 +Aditya Ata,Ina,21/1/25,Kemuning,8.7,74,L,13 +Annadhera,NAFIULIANI,8/4/2025,Kemuning,9.7,73,P,10 +Adinda Azhari,ALUL/PUTRI X,2/5/2025,Kemuning,9,72.6,P,9 +Akhmad Rayyan A,RUDI/ENI,16/5/25,Kemuning,8.6,72.7,L,9 +Syeinala Assidqiya,SITA/HAFID,15/6/25,Kemuning,8.9,68,P,8 +Arsila Refa C,Agung/Dian,16/7/25,Kemuning,7.6,69,P,7 +Natasha Azar,Alul/Putri,2/5/2025,Kemuning,8.5,71.6,P,9 +Megumi Shinici,Saro,30/9/25,Kemuning,6.8,62.7,P,5 +Mariyam Ukhra,Tiyo/Elsa,13/6/24,Kemuning,11.5,84.4,P,20 +Ceisya Listiya A,Lukman/ Sari,3/10/2025,Kemuning,5.2,60,P,4 +M. Devanka Arsya A,Arifin / Yusro,4/9/2025,Kemuning,6.6,59,L,5 +Ghea Arneta W,Dea / Aria,12/9/2025,Kemuning,4.5,56,P,5 +M. Jauhar Aydan a,Misbah / Wulan,7/10/2025,Kemuning,5.7,61,L,4 +AZARINE PUTRI AFIFA,JOKO/DEWI,10/2/2021,Klurak,18.3,109.8,P,60 +BHARA MAHADIKA,WARDOKO/SELIYA,28/3/21,Klurak,20.3,101.8,L,59 +DAVIN JULIANSYAH,AGUS,1/4/2021,Klurak,18.7,109.2,L,58 +M SYABIL AL B,SAMSUL/HALIMATUS,16/5/21,Klurak,18.1,111.2,L,57 +AURISTELA DIVA,IMRON/HESTI,17/6/21,Klurak,17.6,110,P,56 +M.ASRAF IBRAHIM,HABIBA,16/9/21,Klurak,15.9,103.5,L,53 +GHAFI SAGUNA,FITASARI,8/2/2021,Klurak,19,108.9,L,60 +M.RAYYAN,MA'RIYATUS,6/1/2021,Klurak,15,99.5,L,61 +JAZILUL FAWAID,HIKMA,1/2/2022,Klurak,16.7,102.5,L,48 +ASYALLU SALSABILA,YULIATI,19/11/22,Klurak,11.3,90.8,P,39 +ACHMAD ARKHANA,NISAK,11/12/2022,Klurak,11.2,85.4,L,38 +M.ARKANA MELFIANO,FENDI/NURUL,1/2/2023,Klurak,11.9,89.5,L,36 +ADZKIYA HAFSAH Q,YUDA/AYU,3/2/2023,Klurak,11.4,88.7,L,36 +M.DIKA HIDAYATULLAH,ULUM/FIRA,5/2/2023,Klurak,14,95,L,36 +M.ARKANZA HAFIDZ. R,AGUS/MA'RIFATUN,5/2/2023,Klurak,14.5,94.7,L,36 +ARHAN ALI YAFI,CITRA/ARIF,4/7/2023,Klurak,11.9,86.2,L,31 +NABILA HANNA A,FEBRI/FITASARI,8/8/2023,Klurak,11.1,91.2,P,30 +ABRIZAM KHALIF D,HARIANTO/ANIE,10/8/2023,Klurak,14,92.4,L,30 +AFWA HANNA SHANUM,AGUS/PURWANTI,29/7/23,Klurak,13.3,92.5,P,31 +KEYSHA OKTAVIA,AGUS/WIDYA,13/10/23,Klurak,13.3,90.4,P,28 +ARUMI ZEA ANANDA,SITI MARYAMA,9/2/2024,Klurak,9.5,83,P,24 +M.RAYYANZA MALIK,YULIATIN,28/3/24,Klurak,10.9,86,L,23 +M.BHADRIKA ARJUNA,ELI RUSDIANA,21/4/24,Klurak,13.8,87,L,22 +EVERINE KYARA,ICA BUDIARTI,26/4/24,Klurak,11.9,87.6,P,22 +Luna Danisa H,EKA SETIA MURNI,7/9/2024,Klurak,9.1,80,P,17 +Affaz Zyn Arrafif,NOVI,14/9/24,Klurak,9.4,77.9,L,17 +M. Rayyan A,SARI,7/11/2024,Klurak,10.8,80.4,L,15 +Sabrina. A,Agung / Ajeng,24/10/24,Klurak,8.6,74.3,P,16 +Sagara,Sutikno/Nuril,18/2/25,Klurak,8.4,74.4,L,12 +A. Elvano Alfarizki,Arifin / Aulia,10/2/2025,Klurak,9.8,76.6,L,12 +Devandra P,Purhadi / Dayana,26/4/25,Klurak,8.4,75,L,10 +Azura Mei L,Aris/Yustin Alima,1/5/2025,Klurak,8.7,72.5,P,9 +M. Devandra Al F,Bagus / Linda,4/11/2025,Klurak,6.5,63,L,3 +MARVELINO HIDAYAT,Taufiq-Riko,19/12/25,Klurak,5.5,60,L,2 +BERLIAN NIHLAH,FUAD/BASYIROH,13/4/23,Krian,11.3,86.4,P,34 +????? ALFARIZKI S,ZENI,16/2/24,Krian,14.9,89,L,24 +KINARA AZKIA,RINA,7/3/2024,Krian,12.7,85,P,23 +DAFINA PUTRI YUMNA,IDA,3/4/2024,Krian,12.1,83,P,22 +AzhvanZayid,ANI,19/6/24,Krian,10.6,82,L,20 +Ibra Alfares,KURNIA,9/8/2024,Krian,11.3,81.6,L,18 +Adibah Khodijah,INDAH,30/8/24,Krian,9,78,P,18 +M. Arsya,WIDYA,1/10/2024,Krian,10.6,79,L,16 +Sabrina Alleyah,AJENG,24/10/24,Krian,10.6,82,P,16 +Adzkiya Luna,SULIS,2/12/2024,Krian,9.4,76.8,P,14 +Aisyah Zahira,Mia / Rudi,30/9/25,Krian,7.1,64.6,P,5 +Nadira elfa S.,IBU,8/12/2025,Krian,5.2,56.9,P,2 +Luna Anggraini,BAPAK,25/10/25,Krian,6.3,62.9,P,4 +Azmi,Soleh/winda,27/3/23,Krian,14.2,96.1,L,35 +AFIKA FALENCIA,NINIK,5/2/2021,Jatikunci,19.2,111.2,P,60 +HELGA RESYALI,WINDA,16/2/21,Jatikunci,19.1,109.2,P,60 +M.DANIS FARA,ARIK,14/10/21,Jatikunci,17.5,105.5,L,52 +KHAVIN ARDANA ADI,SULIHAH,12/11/2021,Jatikunci,14.6,96,L,51 +SAREZA AHMAD,MAULIDA,25/2/22,Jatikunci,17.7,115,L,48 +M.YUSUF AL QARANI,WULIAH,12/8/2022,Jatikunci,12.3,87,L,42 +NADIRA PUTRI H,MUFIDAH,12/6/2022,Jatikunci,10.4,87,P,44 +TAVISHA REVALINA,TITI D,12/21/2022,Jatikunci,12.4,94,P,38 +M. Yusuf Alqarni,WULIAH,12/8/2022,Jatikunci,15.6,99,L,42 +HAIKAL,DAMULIK,8/10/2023,Jatikunci,12.9,95,L,28 +M.ESHAL ZADAN R.,ERIKA,15/7/23,Jatikunci,14,92.9,L,31 +M.IRSYADUL IBAD,WILIYATI,5/16/2023,Jatikunci,10.6,88,L,33 +M.RADITYA,PUJI,5/22/2023,Jatikunci,12.6,92,L,33 +M.KHOIRUN NIZAM,CICI ISTIADAH,20/5/23,Jatikunci,12.1,90,L,33 +M.FATHAN RAYANZA,CICI/FARHAN,30/8/23,Jatikunci,13.6,91.3,L,30 +M.GIBRAN A,HENIK,5/1/2024,Jatikunci,13.1,89.8,L,25 +DERRICK ITO R,FENIWINDA,29/1/24,Jatikunci,10.6,83,L,25 +NADIVA ARSYILA S,SULASTRI,27/1/24,Jatikunci,10.2,82,P,25 +M.RAFASYA E,NURIL ARISKA,4/17/2024,Jatikunci,15.8,110,L,22 +M.GHAFI A,PUTRI YULI/SLAMET,5/4/2024,Jatikunci,12.3,87.9,L,22 +M. Elvano Alfarizqi,ROFIATUL/SUMARNO,12/7/2024,Jatikunci,11.6,90,L,19 +Hanna Azzahra,IMRON/DEWI,11/6/2024,Jatikunci,8.5,82,P,20 +Bachtiar Ahmad A,RATNA,7/10/2024,Jatikunci,10,82,L,16 +M. Arrayan Meilano,Susiati/Sodikin,29/5/25,Jatikunci,8.15,71,L,9 +M. Ibrahim Alfarizqi,Ema/M. Adi S,2/6/2025,Jatikunci,7.2,68,L,8 +Aisyah R?zk?ya,Silvia /Sukron,23/7/25,Jatikunci,5.9,64,P,7 +M.HAIDAR,RUHAYATI,8/1/2022,Kaliputih,17,103,L,49 +M.GENTA,FRISKA,19/3/22,Kaliputih,14.6,106,L,47 +RAEHEL MUMTAZA,SRI WAHYUNI,31/1/22,Kaliputih,17,105.2,L,49 +MARYAM FRISLY ASSAHIDI,SYAFIATUL,10/3/2022,Kaliputih,14.4,95,P,47 +AJRIL ALVIAN,SOLATIL,13/5/22,Kaliputih,14.9,105,L,45 +M.LINGGA ADLY,WIDIAWATI,22/6/22,Kaliputih,15.7,99.3,L,44 +M.AZHRIL AMMAR,INDI/AGUNG,12/4/2022,Kaliputih,13.6,99,L,46 +AUDYA WIDIANTI,RENA,25/7/22,Kaliputih,15.6,100.1,P,43 +DELISA THARA,YANURO,26/7/22,Kaliputih,11.6,89,P,43 +????NIA AQIILA,NANING,27/7/22,Kaliputih,15.9,100.6,P,43 +RAISA QONITANIA,RULIATI,30/5/22,Kaliputih,15.9,102.7,P,45 +OKTAVINA ARETHA,DARIYATI,12/10/2022,Kaliputih,15.8,97.8,P,40 +RAFINDRA ASTARA S,dinda,29/12/22,Kaliputih,15.3,97.1,L,38 +XAQUEL DIRGANTARA,SOFI,3/8/2022,Kaliputih,15.2,99.5,L,42 +SABIRA WAFIKA LIANZA,YANI,30/7/22,Kaliputih,15.7,98.7,P,43 +VIONATHAN DEVANDRA,ERLI,6/11/2022,Kaliputih,15.5,96.8,P,39 +RAYYANZA BIMA P,NUR WAHYUNI,5/11/2022,Kaliputih,13.2,90.1,L,39 +LAKSAMANA DAFA ALTAF,KOMARIA,28/8/22,Kaliputih,15.6,101.6,L,42 +ERINA SALSABILA,MASLIA,15/10/22,Kaliputih,15.1,97.2,P,40 +ANGGUN PUSPITASARI,DALIAMAH,17/12/22,Kaliputih,14.9,97.9,P,38 +RICHO ALDIANSYAH,ASMAUL,24/12/22,Kaliputih,11.4,92,L,38 +RAYYANSA NOVIAN P,WIWIK,24/12/22,Kaliputih,18.1,101,L,38 +WAFI BAGUS,PUTRI,4/6/2022,Kaliputih,15.2,100,L,44 +SEPTIANDA MIKO,RIKA,16/9/22,Kaliputih,16.9,94.5,L,41 +NUSAIBAH NUR,MARSUTIN,20/11/22,Kaliputih,21.3,105,P,39 +FARANNISA ZAHRA A,NOVITASARI,17/1/23,Kaliputih,15.2,97.5,P,37 +PUTRI FEBRIANA ISLAMIYAH,NURUL FADILAH,22/2/23,Kaliputih,10,86,P,36 +ACHMAD SYAFIUL M,HIKMA,20/3/23,Kaliputih,14.3,95.8,L,35 +ADZKYA YASMIN A,IFANA,16/3/23,Kaliputih,13.4,95,P,35 +EZRA A,INGGITA,4/4/2023,Kaliputih,14.3,96.6,P,34 +DEVANKA REZQIANO,DEVI,22/5/23,Kaliputih,14.5,94.4,L,33 +RANIA ELIZA MISBAH,ISABELLA,3/1/2023,Kaliputih,11.8,89,P,37 +ELSHANUM SHERISH,LAILATUL,27/6/23,Kaliputih,14.3,94.1,P,32 +DELISHA RIZKINAYA AISYAH,ALFIATUR/ROSITA,10/7/2023,Kaliputih,13.5,95,P,31 +M.ALVARO WILDANSYAH,FATIMATUZZAHRO,6/8/2023,Kaliputih,11.6,88,L,30 +ELFANI AFLAH AGUSTIAN,NURUL HIDAYATI,27/8/23,Kaliputih,13.2,92.4,L,30 +BERLIANA ALUNA DWI A,TIKA,17/8/23,Kaliputih,15.2,91,P,30 +M.ARKANZA SAPUTRA,SRI WAHYUNI,14/4/23,Kaliputih,12,86.5,L,34 +BILAL ATTAQI,DWI YAN NUR S.,7/8/2023,Kaliputih,13,88,L,30 +NAZRIEL FARZAN WIJAYA,DEWI AINUN,15/8/23,Kaliputih,13.2,90.4,L,30 +M.GIBRAN NARAYANZA,MUHIBBATUL MILLA,9/9/2023,Kaliputih,9.4,85,L,29 +M.ATTARAZKA AJI,AYU APRILIA ANGGI,29/9/23,Kaliputih,13.5,92.9,L,29 +YASMIN NAFEEZA,KUMROTIN,12/11/2023,Kaliputih,13.6,88.5,P,27 +M.ZAIDAN AL GHIFARI,INDI RAHMALIA,6/12/2023,Kaliputih,10.6,90,L,26 +KHALISA ARSY KHUMAIRA,USWATUN,9/12/2023,Kaliputih,8.8,78,P,26 +RAHILDA VANIA PUTRI,DEWI PUTRI,19/9/23,Kaliputih,11.5,89.5,P,29 +ZANUBA ZAHIRA ANSORI,KIKI NOVITA,12/1/2024,Kaliputih,12.5,85,P,25 +BIMA ZYANDRA TRI W,NOVI,16/1/24,Kaliputih,12.9,89,L,25 +RANIAH GENDIS,MARINA,28/2/24,Kaliputih,12.7,87.3,P,24 +SAFEEA AUDRY R,WIJI,19/3/24,Kaliputih,12.9,86.6,P,23 +CLARITA RIZKI R,ERNAWANI,21/4/24,Kaliputih,12.5,85.4,P,22 +GADISA FAWAZIA,NURUL,16/3/24,Kaliputih,12.2,88,P,23 +KENZIE ALVARO DEVANKA,DEWI,3/6/2024,Kaliputih,8.2,74,L,20 +IBRAR NUR IKHSANUL F,FAUZIAH,3/6/2024,Kaliputih,12,84.6,L,20 +M. Gibran Alfarizki,SANTI/EFAN,3/7/2024,Kaliputih,8,78,L,19 +Afsyena Zhea A,VERIS/AMITA,30/9/24,Kaliputih,8.2,73,P,17 +Shabira Nala N,SINTA/SHODIQ,18/10/24,Kaliputih,8,75,P,16 +Emran Tasbiha,HAYYU/DIYAH,25/10/24,Kaliputih,9.3,76,P,16 +Mayra Azzahra K,SITI AZIZAH / MUCHLIS,29/10/24,Kaliputih,10.5,81.2,P,16 +M. Arsha Alfarizki,LAILATUL/ SOBAH,29/10/24,Kaliputih,7.9,75,L,16 +Aisyah Hanum,SITI AISYAH / KHOIRUL,29/10/24,Kaliputih,9.3,76,P,16 +M. Eza Abizar Rizki,Sri Wahyuni/ Heru,1/11/2024,Kaliputih,10.7,78.2,L,15 +Nadira Khairin Azkira,Dina / Ahya Udin,6/12/2024,Kaliputih,7.7,72,P,14 +Danesha Emilya Jessany,Tutut/Joyo,20/12/24,Kaliputih,10.3,74,P,14 +Alleiya Queenatha A,Lisa / Roy,29/12/24,Kaliputih,10.5,77.6,P,14 +Sae Andamar Prasetya,Khusnul/Imron,18/1/25,Kaliputih,9.5,73,L,13 +Abdullah Yafiq B,Habiba / Masduki,15/2/25,Kaliputih,7.8,71,L,12 +Selina Azura Fradea,Asmaul/ Nanang,17/2/25,Kaliputih,11.5,76,P,12 +Arum Bunga Prameswari,Kholifah / Khumaidi,23/2/25,Kaliputih,8.4,70,P,12 +Savero Pradipta,Kasiana/Suwondo,14/6/25,Kaliputih,6.8,67,L,8 +Maulana Abqar Rizki,Ifrotin/Susanto,20/7/25,Kaliputih,7.4,64,L,7 +Kenzio Alfarizki,Silvy/Hermanto,5/8/2025,Kaliputih,7.5,64,L,6 +Aurora Zefalin,Lailatus / Soni,7/8/2025,Kaliputih,6.6,64,P,6 +Arrayyan Purnama,Lely / Agung,21/9/25,Kaliputih,5.1,62,L,5 +Wilona Almeira,Alinsiya / Alfin,21/9/25,Kaliputih,7.2,63,P,5 +M. William Yudistira,Wiwik / Feby,8/9/2025,Kaliputih,7.2,64,L,5 +M. Alfin Ghifari,Aurotul / Joko,2/2/2025,Kaliputih,9.6,76.8,L,12 +Raka Ilham Saputra,Astutik / Darim,10/6/2025,Kaliputih,5.8,56,L,8 +Kanza Arumi Qonita ,Ririn/feri,10/11/2025,Kaliputih,5.1,57,P,3 +Livia Anindita R,Masruroh/sukad,30/11/2025,Kaliputih,4.3,54,P,3 +M.Nattan Alfaris,Taslimah/yudi,10/6/2025,Kaliputih,6.7,65,L,8 +Erzhan Raka prasetya,kharisma/Rag?l,15/1/26,Kaliputih,3.3,51,L,1 +Kaysan Ryu Agastya,M.khoiron/Friska,24/1/2026,Kaliputih,3,50,L,1 +M. ELZIO ABRORI,RISA UMAMI,28/08/2023,MUMBULSARI,10.8,77,L,29 +M. ZIDAN ALFATAN,FINA SAFERA,16/09/2023,MUMBULSARI,11.3,70,L,28 +CAHAYA ALINA SUTIHA,SITI FATIMA R,8/1/2024,MUMBULSARI,8.7,78,P,24 +ALIF ALFARISKI,SULASTRI,5/3/2021,MUMBULSARI,12.5,93,L,58 +M.ARKA DWI RAIGA AL .F,RENDI,22/07/2022,MUMBULSARI,13.1,91,L,42 +ANGGA,UMI KULSUM/M.DOFIR,11/5/2021,MUMBULSARI,14.7,97,L,56 +ADIBA HASNA KAMILA,UMI KULSUM/M.DOFIR,18/01/2023,MUMBULSARI,9.4,82,P,36 +M. AIZAR AL-GHOFARI,GHOFUR/TRIYA,30/09/2021,MUMBULSARI,12.5,96,L,52 +AHMAD JUNIAR REZA,SUMIATI/ABD.SALAM,5/6/2021,MUMBULSARI,12.5,97,L,55 +ARUMI ZIAN FIRMAN,ANI H/FARUK,10/9/2021,MUMBULSARI,12.1,95,P,52 +AISYATUL MASRUROH,LEMAN,21/02/2022,MUMBULSARI,12.3,90,P,47 +DEWI JIHAN,EKA W/ABDURRAHMAN,4/9/2022,MUMBULSARI,12.4,88,P,40 +KENZI SYAFIQ,ST.FATIMAH/SAMHARI,2/2/2024,MUMBULSARI,9.6,79,L,23 +BY NY AMINATUS SA\'DIYAH,AMINATUS SA'DIYAH,4/12/2025,MUMBULSARI,1.6,44,P,1 +MUHAMMAD FATAN RAMADHANI,RENA,16/03/2025,MUMBULSARI,9.2,66,L,10 +WAIL AHMAD FATIH,ainun,29/03/2025,MUMBULSARI,9.2,65,L,10 +DWI NATASYA PUTRI,,3/2/2024,MUMBULSARI,9.3,73.05.00,P,23 +MUHAMMAD SHAKA,A.ZIZI / MUFIDA,19/03/2024,MUMBULSARI,9.5,71.05.00,L,22 +Zafira Azizatul,Sri Wahyuni,8/5/2021,SUCO,11.7,95,P,56 +Moch. Fatta Bilah,Lutfiah,7/6/2021,SUCO,14.1,93,L,55 +Alula Farzana,Alifiatus,8/10/2021,SUCO,12.4,94,P,51 +MIKAILA,M. RAMADHAN,19/06/2023,SUCO,10.7,83,P,31 +SITI HANIFAH,ABD LATIF,23/06/2023,SUCO,10.3,82,P,31 +M FARZAN,SITI RULAI,24/06/2023,SUCO,9.9,81,L,31 +Nailatul Nurizati,St Hafida,23/02/2021,SUCO,14.5,98,P,59 +MUHAMMAD DAFIAL FARISI,PURWADI,22/10/2023,SUCO,10,82,L,27 +RAINA SYAKILA,M RENATA,30/04/2023,SUCO,8,84,P,33 +ARINI LIAT MAINAQOLBI,RENI FEBRIYANTI,25/09/2022,SUCO,10.2,87,P,40 +M FAREL SULTAN,INDAH,8/12/2022,SUCO,13.4,86,L,37 +FAJAR,ANDI,11/5/2023,SUCO,12.3,80,L,32 +RANIA,YULIATUL,18/01/2024,SUCO,7.7,75,P,24 +ALBI,ROFI,29/01/2024,SUCO,8.4,75,L,24 +INAN,SITI MAIMUNA,20/01/2024,SUCO,9.1,73,L,24 +ILYAS,ILATUR,1/3/2024,SUCO,9.2,79,L,22 +WILDA NAJIA,ITA,16/11/2021,SUCO,13.2,93,P,50 +M. FATAN AWWABIN,SALSABIL,27/08/2022,SUCO,10,90,L,41 +ALI HASAN,HALIMATUS,16/01/2023,SUCO,10.7,88,L,36 +RAFKA,SINTA,2/6/2021,SUCO,10.7,95,L,55 +M. AFRAKA JULIAN,HALIS,13/07/2022,SUCO,15.5,91,L,42 +SELLA SALSABILA,LUTFIAH,20/09/2022,SUCO,10.9,88,P,40 +DAVIN,SITI MAISUN,19/02/2024,SUCO,8.2,74,L,23 +FALAN RADITYA,A. ZAENI,7/2/2022,SUCO,13.3,94,L,47 +A. SAID AL AZMI,ZUMROTUL,18/04/2021,SUCO,12,96,L,57 +NAYLA ANAMI,FARIDATUL,9/11/2021,SUCO,11.9,94,P,50 +M ANAM ALI TORIQ,HALIM,12/1/2021,LAMPEJI,15,100,L,60 +ABYAN ZAKI PRADANA,MARISA,9/1/2022,LAMPEJI,10,83.5,L,48 +M DIMAS,HOYRIYAH,6/7/2023,LAMPEJI,7.8,79,L,30 +ZAHRA KHOIRONISA,TAUFIQ/SRIYATI,24/05/2025,LAMPEJI,6.1,61,P,8 +ALISA,ULUNG,11/4/2024,LAMPEJI,8,73,P,21 +ALIKA RAHMA,AHMAD SOLEHAN/SUCIK,22/06/2025,LAMPEJI,6.3,60,P,7 +SYAFA ROSYIDAH,maryatul,24/11/2021,LAMPEJI,12.2,93,P,50 +LUZIO MAHANDRA,RAUDATUL,24/02/2023,LAMPEJI,10.2,85,L,35 +RESTI PUTRI HUMAIROH,NURHASANAH,19/02/2024,LAMPEJI,10.2,79,L,23 +MUHAMMAD REGA SEPTIAN,AINIATUL,28/03/2023,LAMPEJI,12.2,86,L,34 +BY LINDA,lukman hakim/linda,17/08/2025,LAMPEJI,5,56,P,5 +ZENIA SAFA NABILA,IIN,8/2/2022,LAMPEJI,11.1,89,P,47 +ADIBA KHANZA FEBRIANA,rofiyanto/hanifah,19/02/2025,LAMPEJI,7.8,66,P,11 +AIRIN,AINUN,28/03/2023,LAMPEJI,9.6,81,L,34 +AIRIN FATANIA AL ISBAH,IFAN/LINA,28/02/2023,LAMPEJI,9.7,83,P,35 +M.GIBRAN,Zainul/Della hoiriyah,27/07/2022,LAMPEJI,10.9,88.1,L,42 +ILHAM,DESI,13/07/2023,TAMANSARI,12.3,84,L,30 +SOFYAN,NUR HOTIMAH,10/1/2024,TAMANSARI,9,80,L,24 +ANGGA,ERFIN,27/11/2021,TAMANSARI,13,95.1,L,50 +SITI ARIFA,HENIYAWATI,16/04/2023,TAMANSARI,12.7,84.6,P,33 +NAILA EVI,EVI TAMALA,29/06/2023,TAMANSARI,12.1,83.2,P,31 +AINUN,MUHAMMAD,30/07/2022,TAMANSARI,9.6,79.3,P,42 +SINTA,LUTFIATUL,26/01/2023,TAMANSARI,10.6,81.2,P,36 +M RIZAL,BABUN,4/4/2023,TAMANSARI,14.2,86.2,L,33 +REHAN,FATHOR,6/8/2022,TAMANSARI,14.5,91,L,41 +M GALUG,ANDRIANI,12/1/2024,TAMANSARI,9.4,80,L,24 +SITI NABILA,WINI,16/08/2021,TAMANSARI,16,96,P,53 +GISEL,DEVI KOMARIYAH,29/01/2024,TAMANSARI,12,79,P,24 +Cahaya Hanum Salsabila,Sahratul Habibah,8/2/2022,KAWANGREJO,14.5,93,P,47 +ROFIATUS SHOLEHA,hosnati,30/05/2023,KAWANGREJO,9.5,83.8,P,32 +Moh Rifky fadila,NURIA FARADILA imam safi i,10/1/2024,KAWANGREJO,8.5,78,L,24 +Renata Dwi,Fani,23/02/2021,KAWANGREJO,13,99,L,59 +AFRIN ANNISA NURUL JANNAH,Hindun,25/02/2021,KAWANGREJO,14,95,P,59 +Wildatul Faizah,Fatimatuz Zahro Readi,31/03/2021,KARANGKEDAWUNG,12.7,98,P,58 +Muhammad Maulana Ishaq,Hamida Holes,7/10/2022,KARANGKEDAWUNG,10.5,84,L,39 +Arumi Dea Alesha Putri,Wiwik Putri Handayani,15/12/2022,KARANGKEDAWUNG,18,87,P,37 +Naura Aisyah Qairina,Siti Aisa Junaidi,5/10/2023,KARANGKEDAWUNG,7.2,74,P,27 +Nahla Iffah Qur,Ummal Choiriyah,6/2/2022,KARANGKEDAWUNG,11.1,88,P,47 +Adnan Syahputra,Raudlatus Soimah,5/11/2022,KARANGKEDAWUNG,12.4,89,L,38 +Andira Naifa Fadilah,Rohimah,22/06/2021,KARANGKEDAWUNG,10.9,89,P,55 +Muhammad Deo Anugrah,Inun Aziah,11/10/2022,KARANGKEDAWUNG,10.1,85,L,39 +Syakila Naura Askia,Raodeh,8/5/2022,KARANGKEDAWUNG,12.1,86.2,P,44 +Ahmad Fakhrudin Zaki,Wayan Antare,3/8/2022,KARANGKEDAWUNG,13.1,82.8,L,41 +Mahira Shanum Al Adawiyah,Deviawati,1/11/2023,KARANGKEDAWUNG,8.8,79,L,26 +Nadia Syaqilla Rahmawati,Heni,3/7/2021,KARANGKEDAWUNG,12,91.6,P,54 +Muhammad Hafidiya,Raudeh,18/11/2023,KARANGKEDAWUNG,8.5,77,L,26 +Siti Maulidia,Romla,30/10/2021,KARANGKEDAWUNG,12.2,90,P,51 +Muhammad Fahri Zahran Rabbani,Sri Rofiah,19/07/2021,KARANGKEDAWUNG,15.2,97,L,54 +Muhammad Gibran Hafizan,Indrawati,13/09/2022,KARANGKEDAWUNG,10.4,85.5,L,40 +M.Abdullah Faqirur,Vivin,19/04/2023,LENGKONG,12,80,L,33 +M.PANDU,Wiwik,9/5/2023,LENGKONG,12,82,P,32 +DIAZ ISMA SAJIDAH,DIAN P Khoirul anas,13/05/2023,LENGKONG,12,82,L,32 +ATTHALA MALIK,Dewi Nuril fatma,3/3/2023,LENGKONG,12.7,86,L,34 +Qaisar Al fatih,-,21/11/2023,LENGKONG,12.6,79,L,26 +NAYLA AZKIA,NURAINI,6/9/2023,LENGKONG,12.4,81,P,28 +AHMAD FAHRI,HOFIAH,24/09/2023,LENGKONG,13.4,82.3,L,28 +Isnanur Fadila .F,Mustafida Soni Fauzidatul Rahman,23/12/2020,KAWANGREJO,14.9,99,P,61 +MICHELE EL ZAFIRA PUTRI HARDIANTO,FIRA/RUDI HARDIANTO,7/6/2022,KAWANGREJO,12,88.5,P,43 +Arya Dzaki Pratama,Holifatul Saimah Alfan,30/10/2022,KAWANGREJO,10,82.5,L,39 +BY NY FATIMA,FATIMAH,26/12/2025,LAMPEJI,1.8,40,P,1 +MOHAMMAD JEFRI,FATIMATUS SA,11/3/2022,LAMPEJI,11.7,88,L,46 +M. ADAM ALFARISKI,SOFIATUS,9/11/2022,SUCO,12.9,87,L,38 +AULIA,ABEL PUTRI,29/03/2024,SUCO,8.4,74,P,22 +PUTRI SALSABILA MAULIDA,IRMAWATI,18/10/2022,LAMPEJI,10.6,88,P,39 +MOH AGAM,MISYANA,2/4/2023,LAMPEJI,9.3,86,L,33 +AHMAD SAID FARHAN FATIHAN,Rindi antika,3/1/2024,LAMPEJI,10.3,80.5,L,24 +GARCEL GLEAN ALFAJAR,M DEDIYANSYAH/KEKE PUSPITASARI,8/11/2024,LAMPEJI,9.9,71,L,14 +TOYYIBATUS SARIROH,M.UMAM/ST ANISA,12/11/2025,LAMPEJI,3.6,50.5,L,2 +RAFI ALFARO,WASIL,29/07/2022,LAMPEJI,11.2,91,L,42 +MUHAMMAD ARYAN DAFI FAHNAN,SITI NURDIANA,1/2/2024,LAMPEJI,11.7,80,L,23 +M LINTANG DAVINDRA,ZAENUL ARIFIN/DEWI NISAH AZIZAH,23/08/2024,LAMPEJI,7.9,73,L,17 +MUHAMMAD RAFANDRA WAHYUDI,ANTON WAHYUDI/TITIK,24/09/2024,LAMPEJI,10.8,73,L,16 +RISQIANA,SITI WAQIAH/ M QURDIANTO,11/5/2024,SUCO,77.5,74,P,20 +SITI DIANATUS SAFIQOH,NURUL DHORINA,5/4/2024,KAWANGREJO,7.9,76.2,P,21 +ARSYILA ROMEESA F. A,Farida,26/12/2023,KAWANGREJO,10.6,79.4,P,25 +MUHAMMAD REHAN,JAMILATUL,26/05/2024,TAMANSARI,12.2,76.2,L,20 +FARUK,TOIFATUL H,7/5/2024,TAMANSARI,10,78,L,20 +FELIYSA OKTAVIA,MAHFID/SITI RUKMIATI,8/10/2024,LAMPEJI,10.6,67,P,15 +BY NY FIRDA,Firda Halimatus Sakdiyah,14/06/2024,KAWANGREJO,8.1,74.6,P,19 +M BILAL AL KHAUZAR,SUGIYANTO/HOLISATIN,22/09/2024,LAMPEJI,11.5,68,L,16 +Syakila naura,Ayu Wulandari,11/10/2023,LENGKONG,13.4,81,P,27 +ASSIFA ZUNAIRA PUTRI HAWA,IBU ASSIFA,29/05/2023,SUCO,8.1,77,P,32 +FINA,SITI,3/12/2021,TAMANSARI,14,94,P,49 +FANI,SITI,3/12/2021,TAMANSARI,14.3,94,P,49 +ZAHRA,NIMA,2/1/2022,TAMANSARI,17,90,P,48 +ELFINA,FIT,12/1/2022,TAMANSARI,13.7,90,P,48 +MUHAMMAD ALFINI BAHTIAR,Fita Wulandari,26/07/2024,KAWANGREJO,8,75,L,18 +KAVI RASYA BUDIANTO,Siti Fatimah,3/7/2024,KAWANGREJO,8.2,73,L,18 +DEWI WULANDARI,Siti hotija,2/7/2024,KAWANGREJO,8.5,72.5,P,18 +GALANG,AHMAD ZAINURI/siti fadila,23/03/2024,KAWANGREJO,9.5,79,L,22 +MUHAMMAD FAIZ MUSTOFA,Siti munawaroh/Nurul mustofa,24/04/2024,KAWANGREJO,9.8,75,L,21 +RATNA,YULIA / ANDRIK,30/08/2023,SUCO,10,81,P,29 +M DANDI,QOSIM,27/11/2023,SUCO,8.7,79,L,26 +BY NY BABUN,BABUN/MUBAROK,6/8/2024,SUCO,7.5,71,P,17 +DWI ANISA,YULI,11/7/2022,SUCO,13,90,P,42 +M. HAIDAR AL MALIK,ADELIA,13/11/2022,SUCO,12,86,L,38 +SOVIA MAULIDA,FARIDA,13/09/2024,TAMANSARI,10,71.2,P,16 +MUHAMMAD FADLI MUBAROK,SULTON/DEVI,11/9/2024,SUCO,8,72,L,16 +MUHAMMAD FATHAN ALFARONI,SUGIONO/SITI LAILATULHOIRIAH,26/10/2024,SUCO,8,71,L,15 +M DAVIN,DEVA,25/10/2024,SUCO,7.5,72,L,15 +BY NY WINDI,Siti Ubay wahyuni/Windi,10/10/2024,KAWANGREJO,8.8,72,L,15 +MUHAMMAD SOHIBUL Q,IRHAM/ROISATUL,10/11/2024,SUCO,6.6,67,L,14 +MUHAMMAD DAFFA MUNIRY SYAFI,SYAMSUL ARIFIN/ULFIATUS SOLEHA,16/10/2024,LAMPEJI,11,68,L,15 +ALIFATUR ROHMANIA,M.Rifal faisol/Yunita,3/10/2025,LAMPEJI,4.3,53,P,3 +SABRINA RAMADANIA,LINDA,1/12/2021,LAMPEJI,11.5,92,P,49 +BARIROTUN MAKSUMAH,efendi/ririn,1/12/2024,SUCO,6,68,P,13 +MOCH AZRIL,JUNAIDA,24/05/2023,LAMPEJI,9.5,85,L,32 +MOH DIVAN SAPUTRA,SUMIATI,28/05/2023,LAMPEJI,10.2,83,L,32 +M. IPANG RAMDANI,Fathor Rosi/Siti Sofiyah,4/11/2021,LAMPEJI,12.2,93,L,50 +QIANA KHANZA,WIKE,2/2/2022,LAMPEJI,11.6,93,P,47 +ZAKIRA AZKIA,ANA,29/05/2022,LAMPEJI,11,91,P,44 +MOHAMMAD RO,ISTIK,29/06/2022,LAMPEJI,11.5,88,L,43 +MUH ALFINO,SUSI SUSANTI,4/4/2023,LAMPEJI,12.5,86,L,33 +KENAN,KEVIN HADI SOFYAN/JAMILA ULFA,12/2/2025,KAWANGREJO,6.6,68,L,11 +MUHAMMAD KAFILLAH,RIZKA AZIZAH/ROFIKI,2/12/2024,SUCO,7.5,62,L,13 +M AFRIANSYAH,FERAWATI,23/04/2024,SUCO,9.5,78,L,21 +PUTRI HAWA,JUNAIDI/SITI NIRHATIN,26/01/2025,SUCO,6.7,63,P,12 +MUHAMMAD DERI DATI ANDRA,SOFYAN/PUTRI HAEGI,25/02/2025,SUCO,7.2,68,L,11 +ARSAKA PUTRA,WIEKE NUR HASANAH,15/07/2024,LAMPEJI,9.2,75.5,L,18 +BY NY WARDATUL,DIKI/WARDATUL,23/12/2024,SUCO,7.7,70,L,13 +NOVIKA,IBU NOVIKA,18/11/2022,SUCO,10.5,84.1,P,38 +ADIBA,IBU ADIBA,7/10/2023,SUCO,8.6,80,P,27 +MOH ARSYA,moh romli/siti juhrotul istiana,18/02/2025,KAWANGREJO,7.7,67,L,11 +MUHAMMAD ZAFRAN AL ARIFIN,Zainul Arifin,11/4/2022,KARANGKEDAWUNG,14.5,89,L,45 +NURUR ROHMA,istiqomAH,30/12/2024,KARANGKEDAWUNG,7.7,69,L,13 +HAFIZA AZALIA MARGARETHA,LILIK SUSANTI,11/7/2024,KARANGKEDAWUNG,9.6,75,L,18 +MUHAMMAD PUTRA ABDULLAH,Winda Sari,13/05/2024,KARANGKEDAWUNG,7.4,76,L,20 +NINDIA AMATUL LATIFAH,Winda Sari,27/05/2024,KARANGKEDAWUNG,9.1,76,L,20 +HAFIZA AZALIA MARGARETHA,Lilik Susanti,11/7/2024,KARANGKEDAWUNG,9.6,75,L,18 +MAHREN SYAFANA ALMAHIRA,Siti Amina,3/2/2025,KARANGKEDAWUNG,6.4,63,L,11 +FARA LATIFATUL QOLBI,Almaisaroh,30/06/2024,KARANGKEDAWUNG,9.5,76,L,19 +Satria Utuh Hari Ramadan,elida,11/7/2023,LENGKONG,11.5,79,P,30 +Ahmad malik,Muh. Arif Sunandriyo,23/04/2023,LENGKONG,12.8,85,L,33 +FAZA ABIDZAR,WARDATUL,16/01/2025,TAMANSARI,10.2,68.2,L,12 +M.ZAKIL DIRGANTARA,RENI,15/02/2025,TAMANSARI,7.8,68.2,L,11 +M.FIAN AL JEFRI,SAFIRATUL,19/02/2025,TAMANSARI,9,63.5,L,11 +M.FADIL HAKIKI,YULIYANTI,23/02/2025,TAMANSARI,7.5,68.2,L,11 +KINARA DWI MARETA,Delina Dwi,8/3/2025,TAMANSARI,7,65,P,10 +AULIA YASMIN,Hoirul Anwar/ASIA,24/09/2023,KAWANGREJO,9.9,81,P,28 +M.ANINDIAZ FIRMANSYAH,ANINDIA,4/5/2025,TAMANSARI,7.6,62,L,8 +AISHWA NAHLA,ABDUL MUQID/SULASTRI,11/6/2025,KAWANGREJO,6.5,57,P,7 +BY NY MARIA ULFA,MARIA ULFA,6/6/2025,TAMANSARI,6.3,63,L,7 +Rania Maulidatul Azzahra,Novia Indah Lestari,13/09/2024,TAMANSARI,6,"65,5",P,16 +MUHAMMAD ALIF ZIDAN M,SUKARI/SITI,15/03/2025,SUCO,7,66,L,10 +NAJMA ZAHIRA,-,11/5/2025,SUCO,6.1,62,P,8 +MUHAMMAD RAFATAN ZAINUL,Zainul/Vita Anggun Nila,25/05/2025,SUCO,6.3,64,L,8 +M. ABIYAN PRATAMA,Nanda/Nuraini,31/05/2025,SUCO,6.3,64,L,8 +MUHAMMAD INDRA ZAKARIA,Mustari/Sulistyorini,30/06/2025,KAWANGREJO,5.3,61,L,7 +MUHAMMAD ABYAN MA\'RUF,IFATUL HASANAH,8/9/2024,LAMPEJI,11.3,73,L,16 +MUHAMMAD EGI MAULANA,NITA AMELIA,13/09/2024,LAMPEJI,7.5,69,L,16 +DAVINA NUR LATIFAH,ANISA,27/01/2023,LAMPEJI,10.2,86.5,P,36 +FARADIBA SEPTAVIA ARRUMI,DIDIK WAHYONO/SRIFATUL KARIMAH,23/09/2025,KAWANGREJO,3.3,51,P,4 +RENDRA MAHARDIKA,KHALIMATUS,28/04/2023,LAMPEJI,11.8,85,L,33 +BY NY MUJIATI,Mujiati,12/10/2025,KAWANGREJO,4.1,52,P,3 +M ALFATIH,SINTA,3/1/2024,LAMPEJI,11.1,75,L,24 +LEONARDO RAMADHAN,JIHAN,12/3/2024,LAMPEJI,10.7,75,L,22 +IRSYAT AKMAL,WAHYUNI,25/12/2023,LAMPEJI,12.2,78,L,25 +FATIMATUS ZAHRA,SITI AMINAH I,12/1/2022,LAMPEJI,11,87,P,48 +CAYLA AZELEA A,WAWAN/SANTI,11/7/2025,LAMPEJI,7.2,60,P,6 +BY. NY. IKE LESTARI,IKE LESTARI,8/12/2025,LAMPEJI,1.495,42,L,1 +ARINI LIAT MAINAQOLBI,RENI FEBRIYANTI,25/09/2022,SUCO,9.9,84,P,37 +M FAREL SULTAN,INDAH,8/12/2022,SUCO,13.1,83,L,34 +FAJAR,ANDI,11/5/2023,SUCO,12.1,77,L,29 +RANIA,YULIATUL,18/01/2024,SUCO,7.7,74,P,21 +ALBI,ROFI,29/01/2024,SUCO,8.1,73,L,21 +INAN,SITI MAIMUNA,20/01/2024,SUCO,8.9,71,L,21 +ILYAS,ILATUR,1/3/2024,SUCO,8.9,77,L,20 +IMDAD RABBANI,NUR AINI,24/03/2024,SUCO,9.1,77,L,19 +M. FATAN AWWABIN,SALSABIL,27/08/2022,SUCO,9.8,89,L,38 +ABI FABIAN,TAUFIK,2/2/2023,SUCO,10.7,84,L,32 +FAHREZA PUTRA RAMADHAN,RIA,22/04/2021,SUCO,13,95,L,54 +RAFKA,SINTA,2/6/2021,SUCO,10.5,94.5,L,53 +SELLA SALSABILA,LUTFIAH,20/09/2022,SUCO,10.8,87,P,37 +DAVIN,SITI MAISUN,19/02/2024,SUCO,8.4,72,L,20 +FALAN RADITYA,A. ZAENI,7/2/2022,SUCO,13.1,92,L,44 +A. SAID AL AZMI,ZUMROTUL,18/04/2021,SUCO,12.5,94,L,54 +Saiful millah,Abbas,31/10/2020,SUCO,12,94.5,L,60 +RAFAEL,YANTI,21/02/2024,SUCO,7.25,73,L,20 +ABYAN ZAKI PRADANA,MARISA,9/1/2022,LAMPEJI,10.9,84,L,45 +SYAFA ROSYIDAH,maryatul,24/11/2021,LAMPEJI,11.8,91,P,46 +FAAZ Ahmad IBRAHIM,,27/05/2022,LAMPEJI,12,90,L,40 +LUZIO MAHANDRA,RAUDATUL,24/02/2023,LAMPEJI,9.8,83,L,31 +MUHAMMAD PUTRA,SUNARDI,16/01/2022,LAMPEJI,13.3,92,L,45 +MOHAMMAD JEFRI,FATIMATUS SA,11/3/2022,LAMPEJI,11.2,85,L,43 +AFKARINDYATUL,WAQI,15/08/2023,LAMPEJI,11.2,80,P,26 +AQILAH,EVA,16/11/2022,LAMPEJI,10.5,83,P,35 +MOCH AZRIL,JUNAIDA,24/05/2023,LAMPEJI,9.8,83,L,29 +MOH DIVAN SAPUTRA,SUMIATI,28/05/2023,LAMPEJI,10,81,L,29 +M RAGIL FATONI,UMRIYAH,20/10/2020,LAMPEJI,14.8,100,L,60 +MUHAMMAD ZIAN ZIDNI FAWAID,INNAFATUL,28/03/2022,LAMPEJI,13.5,92,L,43 +ARSYILA PUTRI,,9/7/2022,LAMPEJI,14,87,P,39 +ADIVA SAFIRA ALVINA,FIFIN,8/9/2022,LAMPEJI,13.7,86,P,37 +ADIVA SAFIRA ALVINA,ENDANG,25/11/2022,LAMPEJI,11,84,L,35 +MUH ALFINO,SUSI SUSANTI,4/4/2023,LAMPEJI,12.4,84,L,31 +AKBAR,NUSNUL H,3/4/2023,TAMANSARI,10.6,80,L,30 +LAILA,ARIFATUS S,29/03/2023,TAMANSARI,10.4,82,P,30 +ILHAM,DESI,13/07/2023,TAMANSARI,11.9,82,L,27 +REHAN P,FITRIYANA,15/12/2023,TAMANSARI,6,73,L,22 +NOVAL,HOTIMAH ULUM,28/03/2024,TAMANSARI,12.5,73,L,18 +MAWAR,nurhasanah,27/03/2021,TAMANSARI,13.8,95.4,P,55 +ANGGA,ERFIN,27/11/2021,TAMANSARI,13.2,93,L,47 +SITI BELA,HALIK,13/12/2022,TAMANSARI,11,85.6,P,34 +LUTFIANTO,ABDUL AZIS,13/12/2022,TAMANSARI,14.8,86.1,L,34 +AKBAR,RISNAWATI,21/03/2023,TAMANSARI,13,84,L,31 +ASKANA,SARIFAH,8/4/2023,TAMANSARI,12,81.6,P,30 +JIHAN,AYU AZARI,21/04/2023,TAMANSARI,12.1,81.4,P,30 +GILANG,HOTIJAH,30/05/2023,TAMANSARI,12.5,83.8,L,28 +NAILA EVI,EVI TAMALA,29/06/2023,TAMANSARI,12.4,80.9,P,28 +FAHMI,HOSNIYATI,19/07/2023,TAMANSARI,13.2,80.3,L,27 +AINUN,MUHAMMAD,30/07/2022,TAMANSARI,9.2,78.9,P,39 +M RIZAL,BABUN,4/4/2023,TAMANSARI,14.5,84,L,30 +ABDUL WAFI,FITRIATUL NISA,6/4/2023,TAMANSARI,14,81.6,L,30 +NABILA W,WELI,20/06/2023,TAMANSARI,12,71,P,28 +YULIA,HALIMATUS S,1/7/2023,TAMANSARI,13,71,P,28 +FIRMAN,SITI AFIFATUL,30/06/2023,TAMANSARI,26.4,82.6,L,28 +YUNI LINDA,LINDA,17/09/2023,TAMANSARI,10.1,73.6,P,25 +RISMA,LAILATUL RISKY,18/09/2023,TAMANSARI,14.1,75.6,P,25 +GALUH,FAIQOH MUHAMMAD ALI,19/03/2024,TAMANSARI,10.8,70.8,L,19 +REHAN,FATHOR,6/8/2022,TAMANSARI,14.1,90,L,38 +BAYU,YATIK,7/11/2023,TAMANSARI,11,81,L,23 +ANDRE,REZA ELOK,18/02/2024,TAMANSARI,10,78,L,20 +VINO,SITI URIP,8/2/2024,TAMANSARI,12,78,L,20 +REFAN,NOVIA A,20/12/2023,TAMANSARI,13.7,80,L,22 +GISEL,DEVI KOMARIYAH,29/01/2024,TAMANSARI,12,75,P,21 +GAFI,ICA IMAM,15/03/2024,TAMANSARI,9,70,L,19 +Amira Mutiara Ramadhani,Mutmainah,13/04/2021,KAWANGREJO,14.2,97,P,54 +Moh Rifky fadila,NURIA FARADILA imam safi i,10/1/2024,KAWANGREJO,9.2,76,L,21 +NAUREL,FITRIA,10/11/2020,KAWANGREJO,11.1,96,P,59 +Renata Dwi,Fani,23/02/2021,KAWANGREJO,12.8,98,L,55 +AFRIN ANNISA NURUL JANNAH,Hindun,25/02/2021,KAWANGREJO,13.8,94,P,55 +Hafiza Nur Asyifa,Tina Wulandari Mohammad Hamzah,5/12/2021,KARANGKEDAWUNG,10,90.3,P,46 +Muhammad Maulana Ishaq,Hamida Holes,7/10/2022,KARANGKEDAWUNG,10.3,84.9,L,36 +Naura Aisyah Qairina,Siti Aisa Junaidi,5/10/2023,KARANGKEDAWUNG,6.8,72.8,P,24 +Muhammad Haikal Nazril,Ade Ayu W,17/03/2021,KARANGKEDAWUNG,12.2,94,L,55 +Muhammad Danis Adrian,Wahyunin,2/9/2023,KARANGKEDAWUNG,8.5,81,L,25 +Nahla Iffah Qur,Ummal Choiriyah,6/2/2022,KARANGKEDAWUNG,10.7,86,P,44 +Adnan Syahputra,Raudlatus Soimah,5/11/2022,KARANGKEDAWUNG,12,88,L,35 +Kenzi Alfaro Devanka,Diah Selviana,22/05/2023,KARANGKEDAWUNG,9.2,79,L,29 +Andira Naifa Fadilah,Rohimah,22/06/2021,KARANGKEDAWUNG,10.5,89,P,52 +Muhammad Deo Anugrah,Inun Aziah,11/10/2022,KARANGKEDAWUNG,9.7,84,L,36 +Muhammad Rivano El Zafran,Ma,22/02/2023,KARANGKEDAWUNG,10.4,82,L,32 +Naila Izzati,Nanik H,20/10/2021,KARANGKEDAWUNG,13.8,94,P,48 +Elvan Arka Bagaskara Irawan,Lailatul Qoimah,4/6/2022,KARANGKEDAWUNG,12.6,91,L,40 +Rasya Arfabian Sabiel,Nafisatul M,13/01/2022,KARANGKEDAWUNG,14.4,93.5,L,45 +Arista Dindawati Zahrani Ramadhani,Sideh,14/04/2022,KARANGKEDAWUNG,12.3,85.3,P,42 +Muhammad Abdur Rohman,Suningsih,15/07/2022,KARANGKEDAWUNG,11.4,84.1,L,39 +Ahmad Furqonul Ibad,Holifa,1/8/2022,KARANGKEDAWUNG,12.4,85,L,39 +Ahmad Fakhrudin Zaki,Wayan Antare,3/8/2022,KARANGKEDAWUNG,12.7,82.8,L,39 +Muhammad Rafli,Halimatus S,13/08/2023,KARANGKEDAWUNG,10,78,L,26 +Muhammad Syaiful Rizal,Risky Ayu,9/9/2023,KARANGKEDAWUNG,10.8,82,L,25 +Yasmin Sella,Ratnawati,18/09/2023,KARANGKEDAWUNG,10,80,P,25 +Muhammad Ridho,Maisaroh,16/10/2020,KARANGKEDAWUNG,13.6,100,L,60 +Avidatus Salsabila,Susanti Afrilia,18/01/2021,KARANGKEDAWUNG,15,99,L,57 +Shela Fahma Adzkiya,Korina Rista,24/05/2021,KARANGKEDAWUNG,11.6,95,P,52 +Nadifa Anindya,Muslehana,17/07/2021,KARANGKEDAWUNG,14.2,94,P,51 +Siti Ayu Aisyah,Jumalia,9/8/2021,KARANGKEDAWUNG,14.1,94,P,50 +Muhammad Syahrul Arya,Ririk Elisa,7/11/2021,KARANGKEDAWUNG,13,93,L,47 +Sitti Aisyatul Jennah,Rofiah,22/02/2022,KARANGKEDAWUNG,12.6,90,P,43 +Almahira Ayundia,Futiha Qudrotin,7/10/2022,KARANGKEDAWUNG,10.1,87,P,36 +Muhammad Rafa Akbar Syarif,Faisatul Hasanah,11/6/2023,KARANGKEDAWUNG,9.1,82,L,28 +Arsyla Riskyana Putri,Kholifatur Riskiah,16/08/2023,KARANGKEDAWUNG,7.9,79,P,26 +Aisyah Al Humairah,Melysa,25/07/2023,KARANGKEDAWUNG,12.2,80,P,26 +Mahira Shanum Al Adawiyah,Deviawati,1/11/2023,KARANGKEDAWUNG,8.2,79,L,23 +Nadia Syaqilla Rahmawati,Heni,3/7/2021,KARANGKEDAWUNG,11.6,91.6,P,52 +Arsyla Zahratus Salma,Raudhatul Hasanah,13/05/2022,KARANGKEDAWUNG,11.8,84.8,P,41 +Muhammad Hafidiya,Raudeh,18/11/2023,KARANGKEDAWUNG,7.8,77,L,23 +Siti Maulidia,Romla,30/10/2021,KARANGKEDAWUNG,13.3,94,P,48 +Fina Rosa Lita,Hairiyah,15/08/2023,KARANGKEDAWUNG,9.5,81,P,26 +Muhammad Gibran Hafizan,Indrawati,13/09/2022,KARANGKEDAWUNG,10.6,85,L,38 +HOLILUR ROHMAN,SULASTRI,10/6/2021,MUMBULSARI,13.8,90,L,52 +ARINI RADIA AZZAHRA,NUR AINI,20/07/2021,MUMBULSARI,13.5,91,P,51 +MUHAMMAD ZAFIR ALFARIZI,LAILATUS ZAKIYAH,29/10/2021,MUMBULSARI,13,90,L,48 +RAFIQ ELFLAN,RIKA,14/11/2021,MUMBULSARI,13.2,91,L,47 +REVA,ISTIYANA,8/2/2022,MUMBULSARI,12.8,90,P,44 +K.AZAM AL MAHER,NANDA A,6/3/2022,MUMBULSARI,12.8,90,P,44 +M.HAIDAR AL JAZHARI,DWI FELI,22/08/2022,MUMBULSARI,12.8,89,L,38 +WILIS RIFQI,RIFATUL/A.FAUZI,2/2/2023,MUMBULSARI,10.5,77,L,33 +SIFA,SUMILA/FATHUR,27/02/2023,MUMBULSARI,12,77,P,32 +AYU,WINDA H/M.DODIK,27/03/2023,MUMBULSARI,12.6,78,P,31 +PUTRI AQILA H,ULFATUS /MUHIBAN,14/04/2023,MUMBULSARI,11.9,75,P,30 +ASLAH HADDAF,NUR IMAMAH,31/05/2023,MUMBULSARI,11.9,80.7,L,28 +BINTANG,FACHRUZIAH,2/8/2023,MUMBULSARI,12,77,L,27 +ELZIO ABRORI,RISA UMAMI,28/08/2023,MUMBULSARI,10.4,75.5,L,26 +BY.NY SHERLY,SHERLY,19/09/2023,MUMBULSARI,11,70,P,25 +BY.NY LAELATUL,LAELATUL,10/10/2023,MUMBULSARI,11.2,71,P,24 +BY.NY YULIYANTIKA,YULIYANTIKA,11/10/2023,MUMBULSARI,11.4,70,L,24 +BY.NY SITI AISYAH,SITI AISYAH,2/11/2023,MUMBULSARI,10.6,74.6,L,24 +BY.NY MIRATUL,MIRATUL/RUDI 1,12/1/2024,MUMBULSARI,10.9,76.5,L,21 +BY.NY IKLIMATUS,IKLIMATUS/IRFAN 1,25/01/2024,MUMBULSARI,9.5,74.5,P,21 +BY.NY HALIMATUS,HALIMATUS/DIANTO 1,9/3/2024,MUMBULSARI,9.5,74.5,P,19 +NAMIRA GALUH AZZAHRA,RISKIATUL/IMAM,1/10/2021,MUMBULSARI,14.5,95,L,48 +KEYRA DWI WULANDARI,M. DIMAS/FISCHA,16/02/2022,MUMBULSARI,12,83,P,44 +APRILIA,ANDI/FAIDAH,7/5/2022,MUMBULSARI,13.3,90,P,41 +SITI MASITOH,SITI MULYATI/SADIN,1/2/2024,MUMBULSARI,10.6,76,P,20 +LUTHFIYAH HASNA,ST.MUAWANAH/LIHAFI,17/01/2024,MUMBULSARI,10.4,76,P,21 +AHMAD GOFUR ROHIM,AZIZAH/ANANG,27/01/2021,MUMBULSARI,13.9,96,L,57 +SITI NADIFATUL QOLBY,NOVA AINUR/HUZAIRI,8/3/2021,MUMBULSARI,14.6,97,P,55 +RIFKI HELMI JAHDAMI,FEBI QURROTUL AINI/NURUL HUDA,31/07/2021,MUMBULSARI,13.2,93,L,51 +RAFKA HAZMI JAHDARI,FEBI QURROTUL AINI/NURUL HUDA,31/07/2021,MUMBULSARI,13.5,94,L,50 +FELIYA DIANA REFI,ROSI/RIFA,24/02/2022,MUMBULSARI,12.5,89,P,44 +KAYLA ALMIRA,LEFRON/TATIK,10/2/2022,MUMBULSARI,11.6,90,P,44 +M.ENGGAR PRATAMA,ROHIDATUL,16/07/2023,MUMBULSARI,11.3,83,L,27 +M.FATIH,YULIA/HERUL,9/11/2020,MUMBULSARI,13.7,100,L,59 +HAURA TAQIYYA,HOLIFATUS/FUAD,26/06/2021,MUMBULSARI,14,93,P,52 +AULIN,INDRI,9/7/2021,MUMBULSARI,13.2,92,P,51 +IKLIL ASIYATUL MUNAWWAROH,UMROTUS/AMIR,8/8/2021,MUMBULSARI,14,93,P,50 +M.FATIH ARIF,SOFIA/M.HASAN,11/7/2021,MUMBULSARI,13.6,91,L,51 +M.REHAN SAMUDRA,ROHMA/NUR BUAT,8/9/2021,MUMBULSARI,13.3,93,L,49 +ZAIDAN,ROHMATULILLAH/RUDI,21/12/2021,MUMBULSARI,13,89,P,46 +M. ZAKI IBADURROHMAN,MISBEH/SUIDATUL,1/11/2021,MUMBULSARI,13.1,88,L,48 +M. MAULANA MALIK IBRAHIM,NURFADILA/ADI SAPUTRA,14/08/2022,MUMBULSARI,11.2,86,L,38 +MUHMMAD MISBAHULMUNIR,TIMA/JUNAIDI,6/1/2021,MUMBULSARI,14.6,93,L,57 +M.FINO DAFA ALFARISI,FIFIALUNA/AHMAD,22/01/2021,MUMBULSARI,16.2,92,L,57 +ALYA ANNISA SAKIYA,WARDA/M.SOFYAN,8/2/2021,MUMBULSARI,16.4,97.5,P,56 +M. DIDAN ARDIYANSAH,ULANDAR/ ABDUL HAMID,15/01/2023,MUMBULSARI,13.6,86,L,33 +NADIRA,ULFATUL/MASHUDI,7/12/2021,MUMBULSARI,15,92,P,46 +ALIF ALFARISKI,SULASTRI,5/3/2021,MUMBULSARI,13.8,92,L,56 +NADA ISYAURA ARILAH,NURUL AZIZAH,18/07/2021,MUMBULSARI,12.1,93,P,51 +KANZA MAULIDIA A,SOLEHATUS,25/10/2021,MUMBULSARI,12,92.5,P,48 +YUMNA RIYATUS SHOLEHA,FELANI,3/3/2022,MUMBULSARI,11.3,83,P,44 +AMILINAL,SRIWAHYUNI,8/3/2023,MUMBULSARI,8.7,81,P,31 +ADINDA MITHA SYIFANA,YULIANA/HERMANTO,13/06/2023,MUMBULSARI,11.2,81,P,28 +MUHAMMAD HAIKAL,HOLIFAH/ROSID,27/03/2021,MUMBULSARI,14,96,L,54 +MUHAMMAD ALFI AL FATIH,FAUSIYAH/BAMBANG,11/6/2021,MUMBULSARI,11.8,89,L,52 +AFRIN SABRINA SOLEHA,S.MUNAWAROH,17/07/2022,MUMBULSARI,11.7,85,P,39 +SITI FARADILA,LISNAWATI / M.SAFIUDIN,25/11/2022,MUMBULSARI,11.5,85,P,34 +M.HADI ALFARIZI,SITI LAILATUL KARIMAH,10/2/2023,MUMBULSARI,10.7,86,L,32 +MUHAMMAD KENZI ALFAREZKI,FAHRIYATUR/HAMDANI,1/4/2023,MUMBULSARI,12,81,L,31 +HANIA SYAKIRAH,NOVITASARI / RAHMAT HARIADI,13/07/2021,MUMBULSARI,15.1,95,P,51 +SAFA DWI ASZAHRA,RISKIANA/SUBAIRI,22/08/2021,MUMBULSARI,12.5,92,P,49 +AKRAM SYAIDAN,M.DOFER,21/02/2022,MUMBULSARI,14.6,89,L,44 +MUHAMMAD ZIYAN R .H,M.KHOIR,19/06/2022,MUMBULSARI,11.8,80,L,40 +MUHAMMAD EZAR Z.M,ISMAIL,20/06/2022,MUMBULSARI,11.9,81,L,40 +M.ARKA DWI RAIGA AL .F,RENDI,22/07/2022,MUMBULSARI,12.6,90,L,38 +IBRAHIM,ILAMATUS/YUDA,30/06/2023,MUMBULSARI,12,80,L,28 +ANGGA,UMI KULSUM/M.DOFIR,11/5/2021,MUMBULSARI,14.2,96,L,53 +ALEENA PUTRI,AGUS W,28/06/2022,MUMBULSARI,11.2,81,P,40 +ADIBA HASNA KAMILA,UMI KULSUM/M.DOFIR,18/01/2023,MUMBULSARI,9,81,P,33 +FRISRYA ALUNA MIKAYLA,ST. NAFISAH/IMAM ZAINURI,4/3/2021,MUMBULSARI,13.1,90,P,56 +MUHAMMAD HAFIZ AZKA,HALIMATUS/JUPRI,29/04/2021,MUMBULSARI,13.2,90,L,54 +BY.NY WAHYU INDAH,WAHYU INDAH/IMAM,7/9/2021,MUMBULSARI,13.2,90,L,49 +AZZAHRA AULIA,WASILATUL/IMRON,24/12/2021,MUMBULSARI,14,92,P,46 +AHMAD ZAKI IBRAHIM,DANIAL,9/1/2022,MUMBULSARI,12.1,88,L,45 +AINA NAZRA UMNIYA,A.FAUZI,28/01/2022,MUMBULSARI,12,83,P,45 +AISYAH NAHLA HUMAIRA,MARIA ULFA/ABDURRAHMAN,24/09/2022,MUMBULSARI,12.1,84,P,37 +SELINA MAHIRA AZKIA,SEPTI HASANATUL,13/01/2024,MUMBULSARI,8.9,75,P,21 +KENZI SYAFIQ,ST.FATIMAH/SAMHARI,2/2/2024,MUMBULSARI,8.6,78,L,20 +M.GIBRAN AR FATAN,SUSANTI/ZAENI,23/12/2020,MUMBULSARI,14,98,L,58 +MAULANA AZIZ ARYA,YUS MAISAROH/SUPRIADI,28/12/2020,MUMBULSARI,14.8,99,L,57 +M.FAUZAN MUBAROK,RINDI/ABDUL,20/12/2020,MUMBULSARI,14.6,97,L,58 +ARAWINDA ALVI WARDANI,FIFIN AYU/A.KHOLIK,5/2/2021,MUMBULSARI,13.1,98,P,56 +M.RAFKA KHIAR RIZKI ARDANI,HAMIDI/SUPRIATI,10/2/2021,MUMBULSARI,14.6,96,L,56 +ERINA ALESHA ROBBANI,AFIFATUS S/AMAR ROBI,4/3/2021,MUMBULSARI,13.5,96,P,55 +MAFAZA HILYA SOLIHAH,DEWI/MUAD,31/03/2021,MUMBULSARI,13.9,97,P,54 +M.FAHMI ISLMI,HOTIMAH/FATHOR,18/08/2021,MUMBULSARI,14.3,95.7,L,50 +ARFIN FARZANA,ERNAWATI/SAMSUL,20/09/2021,MUMBULSARI,11.2,87.7,P,49 +M.HAIKAL AZRIL,RIRIN MARIA/ ILHAMADI,26/11/2021,MUMBULSARI,14.1,94,L,46 +M. ALI SAFRAAN B,IMAM/AINIAH,8/5/2022,MUMBULSARI,11.3,90.9,L,41 +M. ARSHAKA,WIRANTO/SONIA,22/07/2022,MUMBULSARI,12.5,85.5,L,39 +M. NOFAN NADIF AMIRULLAH,SUSIYANA / NURUL,2/1/2021,MUMBULSARI,15.5,97,L,58 +M. GILANG AZMI,FATUR OKTAVIA / M. ULUM,12/1/2021,MUMBULSARI,14,95,L,57 +M. ABYAN JANUAR REZA,SUHARTATIK / LULUS,21/01/2021,MUMBULSARI,16,95.5,L,57 +RAISYA AURELIA,QORIBYATUL / SAIFUL,26/01/2021,MUMBULSARI,13.8,98,P,57 +ANINDIA JIHAN RISKI,HOTIMAH/MULYADI,10/6/2021,MUMBULSARI,11.2,94.5,P,52 +AURA DEWI,LUTFIAH / TOLIP,12/7/2021,MUMBULSARI,13.6,94.7,P,51 +ARDAN PUTRA WIJAYA,ZAINAB/PAULA WIJAYA,7/8/2021,MUMBULSARI,13,93,L,50 +ADIT,RENA/MUMHAMMAD,27/10/2021,MUMBULSARI,13,93,L,48 +M.SULTON ALFARISI,ROSIDA/ALFAN,2/11/2021,MUMBULSARI,12.5,90,L,48 +DWI ARKHANZA,NURHASANAH/HANIK,27/01/2022,MUMBULSARI,12.1,91.8,L,45 +DELVIN KHAIRIL ILHAM,NITA/ARIK,19/07/2022,MUMBULSARI,12,90,L,39 +ZEA AZLAN F.,WIDIA/ ASTOFA,4/6/2022,MUMBULSARI,11.1,90,P,41 +M.Abdullah Faqirur,Vivin,19/04/2023,LENGKONG,11.3,79.1,L,30 +M.PANDU,Wiwik,9/5/2023,LENGKONG,11,81.2,P,29 +DIAZ ISMA SAJIDAH,DIAN P Khoirul anas,13/05/2023,LENGKONG,11.2,80.2,L,29 +IFKA AMALIANA,Uswatun,12/6/2023,LENGKONG,9.3,76,L,28 +ANDARA DEVINA,Yuli,26/06/2023,LENGKONG,10.3,78.2,P,27 +M.Alfarisqi,Elita sunaryono,5/7/2023,LENGKONG,9.9,78.2,P,27 +Kenzo Putra,AYU FARDATUS Bayu Putra,18/07/2023,LENGKONG,9.9,78.1,P,27 +M.Arka Khoirullah,Siti Nur Faizah Supriyadi,23/07/2023,LENGKONG,11.9,78.8,L,27 +M.Dafin Arfandi,Homsatun Totok,14/08/2023,LENGKONG,11.6,81.2,L,26 +Ayunda Putri,Endang faik kurniawan,2/8/2023,LENGKONG,11.9,80.1,L,26 +M.Sakib rasdan,Ainur ifroh,30/08/2023,LENGKONG,10.4,77.9,L,25 +Gabriella Kanzha,Puspitasari,31/08/2023,LENGKONG,10.1,77.2,P,25 +Hilya,Putri Berlian,1/10/2023,LENGKONG,10,78.1,L,24 +NARENDRA Dafa Dwi,Santi,4/10/2023,LENGKONG,9.8,76.1,P,24 +Wimby Dito Arga.i,Ayu Sri puji.A Dedi irawan,6/12/2023,LENGKONG,10,75,L,22 +Arshaka virendra wiratama,Dian Prasetya.E Doni irawan,9/11/2022,LENGKONG,12.9,85.1,L,35 +A.Fatoni,himatul ulya Antoni,28/12/2022,LENGKONG,12.9,84.1,P,33 +Abi umar,rina bahron alamin,13/10/2021,LENGKONG,14.9,93.2,L,48 +Afifatun Najwa,Siti Nuraini Ludi Kariawan,24/02/2024,LENGKONG,9.4,72.7,L,20 +M.rafka pratama,Siti umi hasanah beni,8/5/2024,LENGKONG,9,71.9,P,17 +Fawwanza Khoirunnisa,komarliah,10/1/2021,LENGKONG,14.5,98.4,L,57 +Viola Tanisha,Novita Sari,3/1/2021,LENGKONG,15.4,97,P,57 +Moh.Egi Pratama,Irmawati,27/01/2021,LENGKONG,14.6,97,L,57 +AFIFAH HILYA,via novita,6/2/2021,LENGKONG,14.5,96.4,P,56 +KEYSHA AURELIA,Nurin Dwi Utami,20/03/2021,LENGKONG,14.5,96.4,P,55 +PRINCESSA,Anita Sumiati pujiasih,22/03/2021,LENGKONG,14.7,96.7,P,55 +Wilantara,anggi,6/4/2021,LENGKONG,12,97.4,L,54 +M.GIBRAN,hafidatul istikomariah,8/4/2021,LENGKONG,14.5,97.3,L,54 +Kenzi Haidar,erviana,5/4/2021,LENGKONG,14.2,96.2,L,54 +AILANI AFANDA,Siti nur azia,4/5/2021,LENGKONG,14.3,95,P,53 +RIZDELIA,delia,30/05/2021,LENGKONG,14.4,95,P,52 +Kania Hanum,viska mei,8/2/2022,LENGKONG,14.4,91.1,P,44 +Nadhira Fatimah,Halimatus,10/2/2022,LENGKONG,14.2,91,P,44 +Fatimah dwi,Dwi sri,27/02/2022,LENGKONG,13.6,89.1,P,44 +Fahira Azahra,Siti soleha,22/04/2022,LENGKONG,13.2,88.8,P,42 +Muhammad Airlangga,ayu Ambarwati,2/10/2022,LENGKONG,12.5,88.6,L,36 +M.Danis Oktaviansyah,elmiatus,24/10/2022,LENGKONG,12.7,88.1,L,36 +Siti Mizan,busia,27/10/2022,LENGKONG,12.3,87.1,P,36 +Aina Liu,hernawati,29/11/2022,LENGKONG,12.1,86.2,P,34 +M.UWAIS,susmita,24/03/2023,LENGKONG,12.1,85.2,L,31 +Siti Aisyah Nur,rini maati,1/3/2023,LENGKONG,12.5,84.5,P,31 +ATTHALA MALIK,Dewi Nuril fatma,3/3/2023,LENGKONG,12.2,85.2,L,31 +M. Irham,DEDI/SITIFATIMA,28/04/2021,LENGKONG,15.4,95.2,L,54 +RIVANDRA MALIK,HARTONO/MISYANA,29/05/2021,LENGKONG,14.8,96.3,L,53 +Fiona Eka Maharani,FARADISA / FAROK,6/9/2021,LENGKONG,15.3,94.4,P,49 +Zen Malik,MIA NURKOLISA / HENDRIK,26/02/2021,LENGKONG,16.1,96.6,L,56 +Aira Nabila Tanisha,SITI HASANATUS S/ ABUL F,14/07/2022,LENGKONG,14.4,89,P,39 +Qaisar Al fatih,-,21/11/2023,LENGKONG,12,77.7,L,23 +Putri Maulidia,Lastri,12/10/2023,LENGKONG,11.3,76,P,24 +GUIENA DIRA,RISKIYATUL,11/12/2020,LENGKONG,16,98.3,P,58 +Awanda Nurhalizah,SITI MUNAWAROH,10/1/2021,LENGKONG,16.2,97.1,P,57 +Renata Sulis S,MONA,3/2/2021,LENGKONG,15.2,96.2,P,56 +MOHAMMAD SOFIALI,,21/03/2021,LENGKONG,15.5,96.3,L,54 +Tifani Amanda,,24/03/2021,LENGKONG,16.7,95.1,P,54 +Moch.Gilang Ramadhan,,30/04/2021,LENGKONG,16.1,97.2,L,53 +Raka malik R.,LIA SILVINA,11/5/2021,LENGKONG,15.3,97.1,L,53 +M.FIKRI,,12/5/2021,LENGKONG,15.4,94,L,53 +Yasmin Nur,Laeli Nur S,23/09/2021,LENGKONG,15.2,91.2,P,48 +Nur Az zahra,,4/10/2021,LENGKONG,14.9,93,P,48 +Noval Syahreza,,20/01/2022,LENGKONG,15.1,92.1,L,44 +ARZAYYAN,Hoiriyatus Isnaini,4/4/2022,LENGKONG,13.7,89.2,L,42 +RADITYA RISKI,SITI HOFIFAH,9/5/2022,LENGKONG,13.9,90.9,L,41 +M.Zafran,linda,27/05/2022,LENGKONG,14.1,90.2,L,40 +FIONA ZEA,Yuni Puji,23/06/2022,LENGKONG,13.9,88.1,L,39 +AHMAD RIFKI,,3/8/2022,LENGKONG,12.3,89.1,L,38 +ZOYRA Oktavia,erna ningsih,24/10/2022,LENGKONG,12.4,85.2,P,35 +NAVENDRA,,15/11/2022,LENGKONG,11.8,84.9,L,35 +SEKAR AYU,,30/11/2022,LENGKONG,11.9,84,P,34 +RAFANIA SALSABILA,Siti munawaroh,5/12/2022,LENGKONG,12,83.8,P,34 +Muhammad Abdus salam,LINDA,5/1/2023,LENGKONG,12.1,84,L,33 +MOH MALIK,FITROTIN,19/01/2023,LENGKONG,11.7,83,L,32 +MUH ASKA ALFARO P,SINTA,7/3/2023,LENGKONG,11.8,85.1,L,31 +M.SIDAN,wilda,8/5/2023,LENGKONG,10.9,83.9,L,29 +AGENG PRAYOGA,MONA,26/06/2023,LENGKONG,11,80.2,L,27 +ALLUCA KENZIE,fika dwi,27/07/2023,LENGKONG,11.2,80.1,L,26 +NAYLA AZKIA,NURAINI,6/9/2023,LENGKONG,11.6,79.7,P,25 +Kayla Maulidia,faridatul,7/10/2023,LENGKONG,11.2,78.4,P,24 +Adiba Kurratus ain,RIYATUS,29/10/2023,LENGKONG,10.9,77.1,P,23 +Allea Shanum A.,NURING,23/11/2023,LENGKONG,11.1,77.8,P,22 +M.Danil Fatih,BADRIYAH,4/8/2023,LENGKONG,11,77.9,L,26 +Nayka Almahira,ELOK,27/09/2023,LENGKONG,10.9,77.2,P,24 +Isnanur Fadila .F,Mustafida Soni Fauzidatul Rahman,23/12/2020,KAWANGREJO,14.5,98.6,P,57 +MICHELE EL ZAFIRA PUTRI HARDIANTO,FIRA/RUDI HARDIANTO,7/6/2022,KAWANGREJO,11,87,P,40 +Arya Dzaki Pratama,Holifatul Saimah Alfan,30/10/2022,KAWANGREJO,10.5,84,L,35 +GUIENA DIRA,RISKIYATUL,11/12/2020,LENGKONG,16,98.3,P,58 +Awanda Nurhalizah,SITI MUNAWAROH,10/1/2021,LENGKONG,16.2,97.1,P,57 +Renata Sulis S,MONA,3/2/2021,LENGKONG,15.2,96.2,P,56 +MOHAMMAD SOFIALI,,21/03/2021,LENGKONG,15.5,96.3,L,54 +Tifani Amanda,,24/03/2021,LENGKONG,16.7,95.1,P,54 +Moch.Gilang Ramadhan,,30/04/2021,LENGKONG,16.1,97.2,L,53 +Raka malik R.,LIA SILVINA,11/5/2021,LENGKONG,15.3,97.1,L,53 +M.FIKRI,,12/5/2021,LENGKONG,15.4,94,L,53 +Yasmin Nur,Laeli Nur S,23/09/2021,LENGKONG,15.2,91.2,P,48 +Maudi Putri salsabila,Faiqotus S,12/10/2021,LENGKONG,15.1,92.8,P,48 +Nur Az zahra,,4/10/2021,LENGKONG,14.9,93,P,48 +Noval Syahreza,,20/01/2022,LENGKONG,15.1,92.1,L,44 +ARZAYYAN,Hoiriyatus Isnaini,4/4/2022,LENGKONG,13.7,89.2,L,42 +RADITYA RISKI,SITI HOFIFAH,9/5/2022,LENGKONG,13.9,90.9,L,41 +M.Zafran,linda,27/05/2022,LENGKONG,14.1,90.2,L,40 +ALFIA ZEA,dewi,28/05/2022,LENGKONG,13.1,86.3,P,40 +FIONA ZEA,Yuni Puji,23/06/2022,LENGKONG,13.9,88.1,L,39 +ZOYRA Oktavia,erna ningsih,24/10/2022,LENGKONG,12.4,85.2,P,35 +NAVENDRA,,15/11/2022,LENGKONG,11.8,84.9,L,35 +SEKAR AYU,,30/11/2022,LENGKONG,11.9,84,P,34 +RAFANIA SALSABILA,Siti munawaroh,5/12/2022,LENGKONG,12,83.8,P,34 +Muhammad Abdus salam,LINDA,5/1/2023,LENGKONG,12.1,84,L,33 +MOH MALIK,FITROTIN,19/01/2023,LENGKONG,11.7,83,L,32 +MUH ASKA ALFARO P,SINTA,7/3/2023,LENGKONG,11.8,85.1,L,31 +M.SIDAN,wilda,8/5/2023,LENGKONG,10.9,83.9,L,29 +AGENG PRAYOGA,MONA,26/06/2023,LENGKONG,11,80.2,L,27 +ALLUCA KENZIE,fika dwi,27/07/2023,LENGKONG,11.2,80.1,L,26 +NAYLA AZKIA,NURAINI,6/9/2023,LENGKONG,11.6,79.7,P,25 +Kayla Maulidia,faridatul,7/10/2023,LENGKONG,11.2,78.4,P,24 +Adiba Kurratus ain,RIYATUS,29/10/2023,LENGKONG,10.9,77.1,P,23 +Allea Shanum A.,NURING,23/11/2023,LENGKONG,11.1,77.8,P,22 +M.Danil Fatih,BADRIYAH,4/8/2023,LENGKONG,11,77.9,L,26 +Nayka Almahira,ELOK,27/09/2023,LENGKONG,10.9,77.2,P,24 +ALETHA SYAKILA,rolis,31/10/2021,LENGKONG,11.1,84.3,P,47 +M.MAULANA MALIK,silviana,11/11/2021,LENGKONG,14.9,92.9,L,47 +M.ARGA SAHIL,elit,30/11/2021,LENGKONG,15.2,93.3,L,46 +FANIA PUTRI A.,holifatul,16/01/2022,LENGKONG,14.2,91.6,P,45 +AHMAD HAIDAR MUBAROK,Dewi yanti,15/10/2020,LENGKONG,17.3,99.3,L,60 +M DIMAS,HOYRIYAH,6/7/2023,LAMPEJI,7.6,79,L,27 +ALISA,ULUNG,11/4/2024,LAMPEJI,7.6,71,P,18 +ADIVA UMAIZA,Sutini,30/06/2021,SUCO,12,90,P,51 +M. ADAM ALFARISKI,SOFIATUS,9/11/2022,SUCO,12.7,84,L,35 +AULIA,ABEL PUTRI,29/03/2024,SUCO,8.4,74,P,19 +M SABIL ANUGERAH,SILVI,31/08/2022,SUCO,10.7,83,L,38 +BAHTIAR,IBU BAHTIAR,2/2/2023,SUCO,9.1,85,L,33 +HILYA AZKAYRA P,ibu hilya,17/03/2023,SUCO,9.2,84,P,31 +MUHAMMAD REGA SEPTIAN,AINIATUL,28/03/2023,LAMPEJI,11.6,84,L,30 +ZENIA SAFA NABILA,IIN,8/2/2022,LAMPEJI,10.7,87,P,44 +SITI NUR FATIYAH,NIKMATUL,3/8/2023,LAMPEJI,8.1,77,P,26 +MUHAMMAD ARKANA ZAVIR,AINI RISKI LUTFIYAH,1/2/2024,LAMPEJI,11,75,L,21 +HASAN UBAYDILLAH,ROSAFATUL HASANAH,1/4/2024,LAMPEJI,12,74,L,19 +M ALFATIH,SINTA,3/1/2024,LAMPEJI,10.8,72,L,22 +LEONARDO RAMADHAN,JIHAN,12/3/2024,LAMPEJI,10.3,73,L,19 +IRSYAT AKMAL,WAHYUNI,25/12/2023,LAMPEJI,12,75,L,22 +FARA ALFIRA,ROFIMAWATI,30/01/2021,LAMPEJI,16,95,P,57 +SITI DIANATUS SAFIQOH,NURUL DHORINA,5/4/2024,KAWANGREJO,7.7,75,P,18 +FARHAN,LAILATUL ISTIMAH,18/05/2024,TAMANSARI,12,67,L,17 +MUHAMMAD REHAN,JAMILATUL,26/05/2024,TAMANSARI,11.5,75,L,17 +AL JAILANI,SARASWATI,9/4/2024,TAMANSARI,8.6,70,L,18 +SITI FATIMAH,SITI KOMARIYAH,5/5/2024,TAMANSARI,10,71,P,17 +NAILA,HAYATI,23/05/2024,TAMANSARI,9.1,70,P,17 +AHMADI,NADIVATUL,13/05/2024,TAMANSARI,9.5,76,L,17 +RESTI PUTRI HUMAIROH,NURHASANAH,19/02/2024,LAMPEJI,9.8,77,L,20 +MUTMAINNATUL HOLILAH,SITI HOLIFAH,10/12/2023,LAMPEJI,11.4,78,P,22 +MUHAMMAD ARYAN DAFI FAHNAN,SITI NURDIANA,1/2/2024,LAMPEJI,11,78,L,20 +AHMAD ARKHAN RAFIF,FATIM,15/02/2024,LAMPEJI,11,76.5,L,20 +KHANZA ALMAHYRA,ETI KUS ENDANG,3/2/2024,LAMPEJI,11,75,P,20 +M.Albi,Anita lesmana,12/10/2020,LENGKONG,16.5,99.1,L,61 +Aisyah sahir p,Muzzayanah,1/10/2020,LENGKONG,16.3,97.9,P,61 +M.Zidan Alfarisi,Eva,20/12/2020,LENGKONG,16.7,98.1,L,58 +Elfathan,Sofia,9/1/2021,LENGKONG,16.6,97,L,58 +AHMAD alzam,Holis A.,18/10/2021,LENGKONG,15.7,92,L,48 +Bisma P,Yosi hadi,28/10/2021,LENGKONG,15.5,92,L,48 +Zianka,Putri,28/11/2021,LENGKONG,15,92,P,47 +M.abdillah fatir,Bawon ismawati,12/1/2022,LENGKONG,15,91.9,L,46 +M. JANUAR A,Mike w.,21/01/2022,LENGKONG,15,91.1,L,45 +Narasya nur. S.,Wakik S.,23/03/2022,LENGKONG,14.7,89.4,P,43 +Keenan Ghazi,Wenj,3/3/2022,LENGKONG,14.7,90.2,L,44 +M.Virza,Nur adelia,6/9/2022,LENGKONG,14.8,88.1,L,38 +By.ny Faiqotul Himah,Faiqotul hikmah,27/11/2022,LENGKONG,13.2,85.1,L,35 +Ahmad afnan,Hoiriatul,14/07/2023,LENGKONG,12.4,82,L,27 +M.Aldy Uwais,Putri lestari,29/07/2023,LENGKONG,12.3,82.1,L,27 +Ahmad sahril,Halimatus,13/09/2023,LENGKONG,12.3,79.9,L,25 +BY NY SATUPAH,SATUPAH,23/05/2024,LENGKONG,9.8,74,L,17 +Arka ragil S,Busairi,21/10/2023,LENGKONG,13,81,L,24 +ASSIFA ZUNAIRA PUTRI HAWA,IBU ASSIFA,29/05/2023,SUCO,10.8,75,P,29 +ELFINA,FIT,12/1/2022,TAMANSARI,13,85,P,45 +ADAM,RIRIN,24/06/2022,TAMANSARI,12.8,90,L,39 +IKA NURAINI,LUSI,11/8/2022,TAMANSARI,12.4,87,P,38 +ALMAHIRA,HEMA,12/2/2024,TAMANSARI,8.5,70,P,20 +AZAM,HOSNI,16/02/2024,TAMANSARI,10.5,72,L,20 +ZAKI,INDAH,11/6/2024,TAMANSARI,10.1,74,L,16 +KAVI RASYA BUDIANTO,Siti Fatimah,3/7/2024,KAWANGREJO,7.6,71,L,15 +REFAN,HOTIMAH/ULUM,28/03/2024,TAMANSARI,12,74.2,L,19 +RATNA,YULIA / ANDRIK,30/08/2023,SUCO,10,80,P,26 +M DANDI,QOSIM,27/11/2023,SUCO,8.9,79,L,23 +BY NY BABUN,BABUN/MUBAROK,6/8/2024,SUCO,7.3,71,P,15 +MAULIDA ARETA,novita,19/06/2024,LAMPEJI,8,71,P,16 +AZQIARA YUMNA,M.AINUR/LAILATUL HOIROH,15/09/2024,TAMANSARI,7.3,66,P,13 +RHAKA,ABELIA,3/9/2024,TAMANSARI,6.7,66,L,13 +SOVIA MAULIDA,FARIDA,5/9/2024,TAMANSARI,7.3,66,P,13 +MUHAMMAD FADLI MUBAROK,SULTON/DEVI,11/9/2024,SUCO,7.4,67,L,13 +NAIFA ALYA,RODIYATUL HAMALIAH,13/10/2024,TAMANSARI,7.3,65,P,12 +BY NY LULUK ULHIKMAH,ABD.HAMIM/LULUK UL HIKMAH,14/12/2024,TAMANSARI,8.5,67,L,10 +MUHAMMAD EGI MAULANA,NITA AMELIA,13/09/2024,LAMPEJI,7.3,63,L,13 +ARGA SETIAWAN R,NOVILA SONATA,21/10/2024,LAMPEJI,10,63,L,12 +BARIROTUN MAKSUMAH,efendi/ririn,1/12/2024,SUCO,5.5,66,P,10 +GARCEL GLEAN ALFAJAR,M DEDIYANSYAH/KEKE PUSPITASARI,8/11/2024,LAMPEJI,9,70,L,11 +UMAYZAROH,AHMAD NUR APRILIANTO/NIDAUL LUTFIAH,7/7/2024,LAMPEJI,11.5,72,P,15 +M LINTANG DAVINDRA,ZAENUL ARIFIN/DEWI NISAH AZIZAH,23/08/2024,LAMPEJI,10,71,L,14 +FELIYSA OKTAVIA,MAHFID/SITI RUKMIATI,8/10/2024,LAMPEJI,10,64,P,12 +M BILAL AL KHAUZAR,SUGIYANTO/HOLISATIN,22/09/2024,LAMPEJI,11,65,L,13 +MUHAMMAD DAFFA MUNIRY SYAFI,SYAMSUL ARIFIN/ULFIATUS SOLEHA,16/10/2024,LAMPEJI,10.6,64,L,12 +ABIDARUL IHZA YUMNA IZZATI,SEPTIAAN EKO WIJAKSONO/SITI MAESAROH,2/12/2024,LAMPEJI,10.6,62,P,10 +SITI AZKAYRA NELIDA,M. Sobri/MUSLIHA,11/4/2021,LAMPEJI,15,97,P,54 +M. IPANG RAMDANI,Fathor Rosi/Siti Sofiyah,4/11/2021,LAMPEJI,12.8,91,L,48 +MUHAMMAD FAREL ARDIANSAH,Firman Ardiansah/Lailatul Qomariyah,31/12/2024,LAMPEJI,8,68,L,10 +MUHAMMAD RAYYAN ZAHID ABDILLAH,SAIFULLAH/SOFIATUL HASANAH,14/04/2023,LAMPEJI,14.3,85,L,30 +AULIA WANDARI HAMZAH,MOH HAMZAH /NILAM KOMITA,9/4/2021,LAMPEJI,13.3,97,P,54 +VIOLA PERMATASARI,MOHAMAD ARIFIN /SITI MAULANA ANJELA,25/06/2022,LAMPEJI,11.2,83,P,40 +AHMAD ARYA BASTIAWAN,AHMAD IRAWAN,14/06/2023,LAMPEJI,11.2,82,L,28 +RANIA PUTRI MAHARANI,nuryoto/sulastri,31/01/2025,KAWANGREJO,6.7,63,P,8 +MUHAMMAD KAFILLAH,RIZKA AZIZAH/ROFIKI,2/12/2024,SUCO,7.3,61,L,11 +AFANDRA DEVINO PUTRA,MAULANA LUCKY /PUTRI NAILA FIRDAUS,12/2/2025,LAMPEJI,8.1,63,L,8 +BY NY WARDATUL,DIKI/WARDATUL,23/12/2024,SUCO,6.9,68,L,10 +ADIBA,IBU ADIBA,7/10/2023,SUCO,9,76,P,24 +MOH ARSYA,moh romli/siti juhrotul istiana,18/02/2025,KAWANGREJO,6.7,64.2,L,8 +MUHAMMAD ZAFRAN AL ARIFIN,Zainul Arifin,11/4/2022,KARANGKEDAWUNG,14.1,89,L,42 +HAFIZA AZALIA MARGARETHA,LILIK SUSANTI,11/7/2024,KARANGKEDAWUNG,9.2,73,L,15 +MUHAMMAD PUTRA ABDULLAH,Winda Sari,13/05/2024,KARANGKEDAWUNG,7,75,L,17 +NINDIA AMATUL LATIFAH,Winda Sari,27/05/2024,KARANGKEDAWUNG,8.7,75,L,17 +ALINA PUTRI SUHEVI,Ayu Wardani,3/2/2023,KARANGKEDAWUNG,12.2,86,L,32 +HAFIZA AZALIA MARGARETHA,Lilik Susanti,11/7/2024,KARANGKEDAWUNG,9.2,73,L,15 +ANINDIRA ZEA HUMAIRA,Yuliatin Hasanah,27/10/2024,KARANGKEDAWUNG,9.1,70,L,12 +MUH.RIFKI WILIS,RIFATUL FADILAH,2/2/2023,MUMBULSARI,10.5,77,L,33 +CAHAYA ALINA SUTIHA,SITI FATIMA R,8/1/2024,MUMBULSARI,8.4,72.2,P,21 +GIANA QUINZA A,Intan Elok FAIQOH,1/10/2024,MUMBULSARI,9.5,63,P,12 +ARSAKA,ANGEL,22/07/2022,KAWANGREJO,11.9,90.5,L,39 +ALBINNALDO IRAWAN AL GHIFARI,HAFIDAH,27/02/2025,MUMBULSARI,7,63,L,7 +ANGGUN ALMAHIRA,YENI DWI OKTAVIA,25/02/2025,MUMBULSARI,5.6,61,P,7 +RANIA PUTRI RAMADHANI,ny,23/03/2025,MUMBULSARI,7,61,P,7 +M DELVIN ALFARISI,herni,22/01/2025,MUMBULSARI,7,67,L,9 +SABRINA RISKIYA PUTRI,SYAHRONI WIJAYA/SITI NURHALIZA,24/02/2025,MUMBULSARI,6.5,63,P,8 +SITI ZAINAB,SITI FILA MAULIDA,3/4/2025,MUMBULSARI,6.6,62,P,7 +M FADLAN PRATAMA,LATIFAH,12/1/2025,MUMBULSARI,7,63,L,9 +M ILIF NAZRIL UBAYDILLAH,HOLIFAH,27/02/2025,MUMBULSARI,7,64,L,8 +FINA AF\'IDATUS SHOFA,WARDA,14/03/2025,MUMBULSARI,8,60,P,7 +WAIL AHMAD FATIH,ainun,29/03/2025,MUMBULSARI,7,60,L,7 +INAYAH NUR ROHMAH,NAFILAH,4/4/2025,MUMBULSARI,8,58,L,6 +ARKAN FIRDAUS MAULANA,Arkan Firdaus maulana,20/01/2025,MUMBULSARI,7,66,L,9 +MAHREN SYAFANA ALMAHIRA,Siti Amina,3/2/2025,KARANGKEDAWUNG,7,65,L,8 +GHINA MAFAZA,Risqiyah,11/2/2025,KARANGKEDAWUNG,6.9,63,P,8 +MUHAMMAD GAVIN MAHENDRA,Qoimatul,9/2/2025,KARANGKEDAWUNG,7.9,62,L,8 +NAYLA DWI TALITA ZAKIYAH,Ulfiatul Nadiroh,2/3/2025,KARANGKEDAWUNG,5.2,57,P,7 +FARA LATIFATUL QOLBI,Almaisaroh,30/06/2024,KARANGKEDAWUNG,9,73,L,16 +MUHAMMAD ARSYA ALFARIZI,Siti Hotija,17/03/2025,KARANGKEDAWUNG,6.8,64,L,7 +M Akbar Pratama,nuria,3/3/2021,LENGKONG,15.9,97.9,L,56 +Viola Aganta,evi Nur,10/10/2021,LENGKONG,14.1,93,P,48 +Elzio M.,0,3/3/2022,LENGKONG,14.6,91.3,L,44 +Anindira Aprilia,felisha,4/4/2022,LENGKONG,14.5,88,P,43 +M Keanu,wasilatul Rohmah,5/5/2022,LENGKONG,13.2,91,L,42 +Aghnia Arumi Ghumaisyah,rahmadani,3/3/2023,LENGKONG,11.8,81.3,P,32 +Izzadin Atta Maulana,ita ana,4/4/2023,LENGKONG,11.8,81.5,L,31 +Muhammad Keenzo defandra,Halimatus sa,5/5/2023,LENGKONG,12,82,L,30 +Aira Jena,nurul,5/5/2023,LENGKONG,12.6,80.7,P,30 +Arkha Alfarisi Sanjaya,mastri,6/6/2023,LENGKONG,11,80.7,L,29 +Liana Putri Fatmawati,lina,11/11/2023,LENGKONG,10.6,78,P,23 +Satria Utuh Hari Ramadan,elida,11/7/2023,LENGKONG,10.5,79,P,27 +Alinzy laiba,0,5/11/2023,LENGKONG,10.6,79,P,24 +Kinandita frananda meysa,SITI NUR AZIZAH,10/5/2024,LENGKONG,9.5,71,P,17 +Nurul safitri,ROFIAH,12/4/2024,LENGKONG,7.5,71.2,P,18 +Layla Intan,SINDIYANTI,12/7/2024,LENGKONG,8.3,68.2,P,15 +Fathiya chasnatus,PUTRI AYU,9/9/2024,LENGKONG,7.6,63,P,13 +Maura putri wulandari,Anita eka,16/05/2024,LENGKONG,9.5,70,P,17 +Aizah Salsahila,Eko,30/08/2022,LENGKONG,12.6,83.3,P,38 +Ahmad malik,Muh. Arif Sunandriyo,23/04/2023,LENGKONG,12.3,84.3,L,31 +Arka ragil S,Imam Syaful Bahri,21/10/2023,LENGKONG,13,81,L,24 +Muhammad Daffa,Moh Rizal,4/5/2024,LENGKONG,10.4,74,L,18 +Muhammad Rafa Maulana Anggara,Muhammad Ridwan D. A,24/02/2024,LENGKONG,10.2,77,L,20 +Mazaya Raline Shidqia,Donny Ramadhantika,9/3/2024,LENGKONG,10,74,P,20 +MUHAMMAD SHAKA,A.ZIZI / MUFIDA,19/03/2024,MUMBULSARI,11,75,L,19 +M NATHAN SAQUIL ANGGARA,NADIA / ANGGIK,14/05/2024,MUMBULSARI,13,75,L,17 +MUHAMMAD AL GHAZALI,MURSILA / IYON,22/06/2024,MUMBULSARI,10,73,L,16 +M NATHAN AL GHAZALI,RENDA / ARI MUJI,8/12/2024,MUMBULSARI,9,68,L,10 +NAYAKA AGRATA P,JOKO / NURAINI,18/11/2024,MUMBULSARI,9,65,L,11 +FELISA INES QEA NINA,SILVIA INDAH M.,2/10/2020,MUMBULSARI,14,100,P,61 +M. REVAN A,HARNIK SIVIANTI,31/01/2022,MUMBULSARI,18,90,L,45 +MOCH RAFIR ALFARISI,MUYASAROH,16/03/2022,MUMBULSARI,13,90,L,43 +MOCH ROMADONI,SITI LAILATUS S,6/4/2022,MUMBULSARI,12.2,90,L,42 +M. RISKI RAMADANI,HOFIFAH,4/4/2022,MUMBULSARI,12.3,90,L,43 +DAFIN AL MALIKI,FAJRIYAH,12/10/2022,MUMBULSARI,14,87,L,36 +TRIYA SORAYA,NOVI TRIA,10/1/2023,MUMBULSARI,10.4,81,P,33 +NADIRA NIKEN,RASTILAWATI,13/01/2023,MUMBULSARI,10.9,85,P,33 +FITO DWI ALFARA,FITRIATUL HASANAH,5/4/2023,MUMBULSARI,14,78,L,31 +RENATA NUR AQILA,NUR AINI,27/04/2023,MUMBULSARI,12.3,78,P,30 +QONITA HAFIDZA,KENISMI,21/05/2023,MUMBULSARI,11.8,79,P,29 +MOCH ALWI AL HASAN,DEBI,25/05/2023,MUMBULSARI,10.2,83,L,29 +MUHAMMAD RAFAZA,AMELUA PUTRI,9/10/2023,MUMBULSARI,9.5,76,L,24 +JIHAN NUR AISYAH,NURHASANAH,23/01/2024,MUMBULSARI,9.5,75,P,21 +M. REYHAN,ANIK WULANDARI,11/1/2024,MUMBULSARI,10,76,L,21 +GEBI,TARISA KAMILA,22/01/2024,MUMBULSARI,9,73,P,21 +ZAYYIDIAH AMINA,DWI INTAN,23/04/2024,MUMBULSARI,9,70,P,18 +NADIA AGUSTINA,HUSNUL HOTIMAH,28/08/2024,MUMBULSARI,8.7,68,P,14 +ANINDIA PUTRI H,PUTRI AYU DEWI L,6/10/2024,MUMBULSARI,8.7,66,P,12 +MUHAMMAD MAULANA,ISMATUN,22/10/2024,MUMBULSARI,8.5,69,L,12 +M.biyan agha d,megawati,18/09/2022,MUMBULSARI,12.3,85,L,37 +Zaidan,Rofiqotul insiyah,10/8/2023,MUMBULSARI,11.4,80,L,26 +M.raka yusuf r.,siti hofifah,19/04/2023,MUMBULSARI,11.6,76,L,30 +Muhammad faqanzio,Qothrun nada,20/03/2023,MUMBULSARI,12,79,L,31 +muhammad arif mobarok,Farizah nur dini,15/09/2023,MUMBULSARI,9.6,78,L,25 +MUHAMMAD HAMDI,HUSNOL HOTIMAH,13/02/2025,TAMANSARI,6,62,L,8 +M RHAKA BILAL AL MUBAROK,wasila,23/02/2025,TAMANSARI,7.8,65,L,8 +M FAHIM YAHYA AR ROSYID,NINING ANGGRAINI,3/3/2025,TAMANSARI,6.9,65,L,7 +BY NY SISILIA,BY NY SISILIA,9/4/2025,TAMANSARI,8.2,62,L,6 +ARASELY GHEA ARISHSA AZ-ZAHRA,ALVIA,4/3/2025,TAMANSARI,6.9,54.4,P,7 +MUHAMMAD ZAKI MALIK,Aisyah,8/1/2025,LENGKONG,7.1,64,L,9 +MUHAMMAD ZAINAL ABIDINA ALI,NASIFAH,4/4/2025,LENGKONG,4.4,54,P,7 +NUR KRISNA B.,FELIA HORSIAH,24/04/2025,LENGKONG,3.6,61,P,6 +KHALISA SALSABILLA,NU R HAIRIYAH,7/5/2025,LENGKONG,4.6,52,P,5 +AFIFAH NAYLA NUR FAUZAN,NASILAH J,15/05/2025,LENGKONG,4.2,52,P,5 +M.ANINDIAZ FIRMANSYAH,ANINDIA,4/5/2025,TAMANSARI,6,57,L,5 +ZAYRA ALSHAMIRA DARMAWAN,TIZA RIDHO RISKYAH,29/05/2025,TAMANSARI,6,50.8,P,4 +ANISA PUTRI,Totok/WAHYUNI,14/03/2025,LAMPEJI,7.8,56,P,7 +BY NY ULWATUL,NY ULWATUL,10/6/2025,MUMBULSARI,4.4,50,P,4 +BY NY LATIFATUL MUKMINAH,LATIFATUL MUKMINAH,13/06/2025,MUMBULSARI,4.4,50,P,4 +MUHAMMAD ALBI PUTRA PRATAMA,NABILATUS ZAHRO,18/06/2025,TAMANSARI,5.8,60,L,4 +RESTI NUR CAHAYA PUTRI,feni dwi yulitasari,1/6/2025,LENGKONG,3.7,52,P,4 +SYELINA AURORA AZZAHRA,KHUZAIMATUL R,9/6/2025,LENGKONG,4,51,P,4 +M. ABIYAN PRATAMA,Nanda/Nuraini,31/05/2025,SUCO,5.4,60,L,5 +BY NY TUTUT TIKA,TUTUT TIKA,3/7/2025,MUMBULSARI,4,51,P,4 +BY. NIKAWATI NINGSIH,NIKAWATI NINGSIH,1/7/2025,MUMBULSARI,4.5,52,L,4 +BY NY SITI AISYAH,NY SITI AISYAH,2/7/2025,MUMBULSARI,3.6,53,P,4 +BY.NY NUR AINI,nur aini,3/7/2025,MUMBULSARI,3.5,55,P,4 +BAYI (NY) FAIZATUL IMAMAH,NY FAIZATUL IMAMAH,13/07/2025,MUMBULSARI,4,53,L,3 +SYELINA AURORA AZZAHRA,khuzaimatul r,9/6/2025,LENGKONG,4,51,P,4 +RESTI NUR CAHAYA PUTRI,feni dwi y,1/6/2025,LENGKONG,3.7,52,P,4 +BY NY ENDANG,ENDANG,16/07/2025,MUMBULSARI,4.2,53,P,3 +BY NY ALFIATUS SOLEHA,ALFIYATUS SOLEHA,16/06/2025,MUMBULSARI,5.8,60,L,4 +BY NY FAIK FADILAH,FAIK FADILAH,26/07/2025,MUMBULSARI,4,54,L,3 +BY NY HOSIAH,HOSI'AH,11/7/2025,MUMBULSARI,4.3,52,P,3 +BY NY NUR AINI,nur aini,3/7/2025,MUMBULSARI,3.5,55,P,4 +BY NY SITI FILA,SITI FILA MAULIDAH,3/4/2025,MUMBULSARI,6.7,58,P,7 +NABILA ASIKA,diyah yuliatin,12/7/2025,LENGKONG,4.4,51,P,3 +MUHAMMAD ROYHAN ALHASAN,ferli safira,17/07/2025,LENGKONG,4.3,51,L,3 +MUHAMMAD INDRA ZAKARIA,Mustari/Sulistyorini,30/06/2025,KAWANGREJO,4.7,57,L,3 +BY NY RIZQI PUTRI,RIZQI PUTRI,4/8/2025,TAMANSARI,5.2,50,L,3 +NUR HASAN ABDULLAH M.,DIO/DATIL,17/06/2025,SUCO,5.4,59,L,4 +BY NY NURUL HILMIYAH,NURUL HILMIYAH,9/8/2025,TAMANSARI,5.5,52,L,2 +BY NY ANITA WULANDARI,NY ANITA WULANDARI,29/08/2025,MUMBULSARI,3.6,52,L,2 +IBRA ARDIYANSYAH,MAHFUD/FAISAH,7/7/2025,LAMPEJI,4.5,53,L,3 +ZAHRA KHOIRONISA,TAUFIQ/SRIYATI,24/05/2025,LAMPEJI,4.3,58,P,4 +AIRIN FATANIA AL ISBAH,IFAN/LINA,28/02/2023,LAMPEJI,9,81,P,32 +BILQIS SYIFA AZZAHRA,RONI ARDIANSYAH/ALFIN DAMAYANTI,25/07/2025,LAMPEJI,4.2,54,P,3 +BY NY SILVIA ULVA,ny silvia ulva,4/9/2025,MUMBULSARI,4.5,52,L,2 +BY NY HIKMATUN NISA,NY HIKMATUN NISA,8/9/2025,MUMBULSARI,3.5,51,L,1 +M.RYSZARD ALFARIZQY,ERIK CAHYA/FAIZAH KARIMAH,5/9/2025,KAWANGREJO,3.2,50,L,1 +BY NY FIRDAUSIYAH,firdausiyah,4/10/2025,SUCO,2.7,45,P,0 +M.GIBRAN,Zainul/Della hoiriyah,27/07/2022,LAMPEJI,10.9,87,L,39 +BY NY SINTA WULANDARI,SINTA WULANDARI,11/10/2025,LENGKONG,2.27,46,L,0 +BY.NY SITI HOIRIYAH,ny. siti hoiriyah,13/09/2025,MUMBULSARI,3.8,51,L,1 +BY.NY.FADILAH INAYATIN FAJRIYAH,fadilah inayatin fijriyah,18/10/2025,KARANGKEDAWUNG,1.9,45,L,0 +MUHAMMAD FARAS ANTARASKA,FAIQOTUL HIKMAH,22/05/2025,KARANGKEDAWUNG,6.6,62,L,5 +BY NY FADILAH INAYATI,Fadilah inayati,18/10/2025,KARANGKEDAWUNG,1.93,45,L,0 +BY NY ANA FITRIAH,ANA FITRIA,9/9/2025,MUMBULSARI,4.4,48,P,1 +BY NY IFTAHUN,IFTAHUN NIKMAH,26/08/2025,MUMBULSARI,3.8,51,P,2 +BY NY SENI ARTIKA,SENI ARTIKA,2/9/2025,MUMBULSARI,3.8,52.1,L,2 +BY NY SAMIATI,SAMIATI,13/09/2025,MUMBULSARI,3.5,51,L,1 +AISYAH ARIFIA RAMADHANI,sulfiatun,14/03/2025,MUMBULSARI,7.5,62.4,L,7 +M.BAGAS AFRIANSYAH,UMMUSA'ADAH,23/02/2025,MUMBULSARI,9.2,63.5,L,7 +BY. NY SULFA NOVIANA,ny. sulfa noviana,13/10/2025,KARANGKEDAWUNG,1.37,42,P,0 +ALIF KHOIRUZ ZAMAN,M.Rifal faisol/Yunita,3/10/2025,LAMPEJI,2,44,L,0 +ALIFATUR ROHMANIA,M.Rifal faisol/Yunita,3/10/2025,LAMPEJI,1.9,43,P,0 +M. ELZIO ABRORI,RISA UMAMI,28/08/2023,MUMBULSARI,10.8,77,L,27 +M. ZIDAN ALFATAN,FINA SAFERA,16/09/2023,MUMBULSARI,11.3,70,L,27 +CAHAYA ALINA SUTIHA,SITI FATIMA R,8/1/2024,MUMBULSARI,8.7,78,P,23 +ALIF ALFARISKI,SULASTRI,5/3/2021,MUMBULSARI,12.5,93,L,57 +M.ARKA DWI RAIGA AL .F,RENDI,22/07/2022,MUMBULSARI,13.1,91,L,40 +ANGGA,UMI KULSUM/M.DOFIR,11/5/2021,MUMBULSARI,14.7,97,L,55 +ADIBA HASNA KAMILA,UMI KULSUM/M.DOFIR,18/01/2023,MUMBULSARI,9.4,82,P,35 +M. AIZAR AL-GHOFARI,GHOFUR/TRIYA,30/09/2021,MUMBULSARI,12.5,96,L,50 +AHMAD JUNIAR REZA,SUMIATI/ABD.SALAM,5/6/2021,MUMBULSARI,12.5,97,L,54 +ARUMI ZIAN FIRMAN,ANI H/FARUK,10/9/2021,MUMBULSARI,12.1,95,P,51 +AISYATUL MASRUROH,LEMAN,21/02/2022,MUMBULSARI,12.3,90,P,45 +DEWI JIHAN,EKA W/ABDURRAHMAN,4/9/2022,MUMBULSARI,12.4,88,P,39 +KENZI SYAFIQ,ST.FATIMAH/SAMHARI,2/2/2024,MUMBULSARI,9.6,79,L,22 +BY NY AMINATUS SA\'DIYAH,AMINATUS SA'DIYAH,4/12/2025,MUMBULSARI,1.6,44,P,0 +BY NY AMINATUS SA\'DIYAH,AMINATUS SA'DIYAH,4/12/2025,MUMBULSARI,1.6,44,P,0 +Zafira Azizatul,Sri Wahyuni,8/5/2021,SUCO,11.7,95,P,55 +Moch. Fatta Bilah,Lutfiah,7/6/2021,SUCO,14.1,93,L,54 +Alula Farzana,Alifiatus,8/10/2021,SUCO,12.4,94,P,50 +MIKAILA,M. RAMADHAN,19/06/2023,SUCO,10.7,83,P,29 +SITI HANIFAH,ABD LATIF,23/06/2023,SUCO,10.3,82,P,29 +M FARZAN,SITI RULAI,24/06/2023,SUCO,9.9,81,L,29 +Nailatul Nurizati,St Hafida,23/02/2021,SUCO,14.5,98,P,58 +MUHAMMAD DAFIAL FARISI,PURWADI,22/10/2023,SUCO,10,82,L,26 +RAINA SYAKILA,M RENATA,30/04/2023,SUCO,8,84,P,31 +ARINI LIAT MAINAQOLBI,RENI FEBRIYANTI,25/09/2022,SUCO,10.2,87,P,39 +M FAREL SULTAN,INDAH,8/12/2022,SUCO,13.4,86,L,36 +FAJAR,ANDI,11/5/2023,SUCO,12.3,80,L,31 +RANIA,YULIATUL,18/01/2024,SUCO,7.7,75,P,23 +ALBI,ROFI,29/01/2024,SUCO,8.4,75,L,22 +INAN,SITI MAIMUNA,20/01/2024,SUCO,9.1,73,L,23 +ILYAS,ILATUR,1/3/2024,SUCO,9.2,79,L,21 +WILDA NAJIA,ITA,16/11/2021,SUCO,13.2,93,P,49 +M. FATAN AWWABIN,SALSABIL,27/08/2022,SUCO,10,90,L,40 +ALI HASAN,HALIMATUS,16/01/2023,SUCO,10.7,88,L,35 +RAFKA,SINTA,2/6/2021,SUCO,10.7,95,L,55 +M. AFRAKA JULIAN,HALIS,13/07/2022,SUCO,15.5,91,L,41 +SELLA SALSABILA,LUTFIAH,20/09/2022,SUCO,10.9,88,P,39 +DAVIN,SITI MAISUN,19/02/2024,SUCO,8.2,74,L,22 +FALAN RADITYA,A. ZAENI,7/2/2022,SUCO,13.3,94,L,46 +A. SAID AL AZMI,ZUMROTUL,18/04/2021,SUCO,12,96,L,56 +NAYLA ANAMI,FARIDATUL,9/11/2021,SUCO,11.9,94,P,49 +M ANAM ALI TORIQ,HALIM,12/1/2021,LAMPEJI,15,100,L,59 +ABYAN ZAKI PRADANA,MARISA,9/1/2022,LAMPEJI,10,83.5,L,47 +SYAFA ROSYIDAH,maryatul,24/11/2021,LAMPEJI,12.2,93,P,48 +LUZIO MAHANDRA,RAUDATUL,24/02/2023,LAMPEJI,10.2,85,L,33 +MOHAMMAD JEFRI,FATIMATUS SA,11/3/2022,LAMPEJI,11.7,88,L,45 +PUTRI SALSABILA MAULIDA,IRMAWATI,18/10/2022,LAMPEJI,10.6,88,P,38 +RAFI ALFARO,WASIL,29/07/2022,LAMPEJI,11.2,91,L,40 +SABRINA RAMADANIA,LINDA,1/12/2021,LAMPEJI,11.5,92,P,49 +MOCH AZRIL,JUNAIDA,24/05/2023,LAMPEJI,9.5,85,L,31 +MOH DIVAN SAPUTRA,SUMIATI,28/05/2023,LAMPEJI,10.2,83,L,31 +QIANA KHANZA,WIKE,2/2/2022,LAMPEJI,11.6,93,P,47 +ZAKIRA AZKIA,ANA,29/05/2022,LAMPEJI,11,91,P,43 +MOHAMMAD RO,ISTIK,29/06/2022,LAMPEJI,11.5,88,L,42 +ARSYILA PUTRI,,9/7/2022,LAMPEJI,14.3,89,P,41 +ADIVA SAFIRA ALVINA,FIFIN,8/9/2022,LAMPEJI,13.7,88,P,40 +ADIVA SAFIRA ALVINA,ENDANG,25/11/2022,LAMPEJI,9.7,87,L,37 +MUH ALFINO,SUSI SUSANTI,4/4/2023,LAMPEJI,12.5,86,L,33 +DAVINA NUR LATIFAH,ANISA,27/01/2023,LAMPEJI,10.2,86.5,P,35 +RENDRA MAHARDIKA,KHALIMATUS,28/04/2023,LAMPEJI,11.8,85,L,31 +ILHAM,DESI,13/07/2023,TAMANSARI,12.3,84,L,29 +SOFYAN,NUR HOTIMAH,10/1/2024,TAMANSARI,9,80,L,23 +ANGGA,ERFIN,27/11/2021,TAMANSARI,13,95.1,L,48 +SITI ARIFA,HENIYAWATI,16/04/2023,TAMANSARI,12.7,84.6,P,32 +NAILA EVI,EVI TAMALA,29/06/2023,TAMANSARI,12.1,83.2,P,29 +AINUN,MUHAMMAD,30/07/2022,TAMANSARI,9.6,79.3,P,40 +SINTA,LUTFIATUL,26/01/2023,TAMANSARI,10.6,81.2,P,35 +M RIZAL,BABUN,4/4/2023,TAMANSARI,14.2,86.2,L,32 +REHAN,FATHOR,6/8/2022,TAMANSARI,14.5,91,L,40 +M GALUG,ANDRIANI,12/1/2024,TAMANSARI,9.4,80,L,23 +SITI NABILA,WINI,16/08/2021,TAMANSARI,16,96,P,52 +GISEL,DEVI KOMARIYAH,29/01/2024,TAMANSARI,12,79,P,23 +Cahaya Hanum Salsabila,Sahratul Habibah,8/2/2022,KAWANGREJO,14.5,93,P,46 +ROFIATUS SHOLEHA,hosnati,30/05/2023,KAWANGREJO,9.5,83.8,P,30 +Moh Rifky fadila,NURIA FARADILA imam safi i,10/1/2024,KAWANGREJO,8.5,78,L,23 +Renata Dwi,Fani,23/02/2021,KAWANGREJO,13,99,L,57 +AFRIN ANNISA NURUL JANNAH,Hindun,25/02/2021,KAWANGREJO,14,95,P,57 +Wildatul Faizah,Fatimatuz Zahro Readi,31/03/2021,KARANGKEDAWUNG,12.7,98,P,56 +Muhammad Maulana Ishaq,Hamida Holes,7/10/2022,KARANGKEDAWUNG,10.5,84,L,38 +Arumi Dea Alesha Putri,Wiwik Putri Handayani,15/12/2022,KARANGKEDAWUNG,18,87,P,36 +Naura Aisyah Qairina,Siti Aisa Junaidi,5/10/2023,KARANGKEDAWUNG,7.2,74,P,26 +Nahla Iffah Qur,Ummal Choiriyah,6/2/2022,KARANGKEDAWUNG,11.1,88,P,46 +Adnan Syahputra,Raudlatus Soimah,5/11/2022,KARANGKEDAWUNG,12.4,89,L,37 +Andira Naifa Fadilah,Rohimah,22/06/2021,KARANGKEDAWUNG,10.9,89,P,54 +Muhammad Deo Anugrah,Inun Aziah,11/10/2022,KARANGKEDAWUNG,10.1,85,L,38 +Syakila Naura Askia,Raodeh,8/5/2022,KARANGKEDAWUNG,12.1,86.2,P,43 +Ahmad Fakhrudin Zaki,Wayan Antare,3/8/2022,KARANGKEDAWUNG,13.1,82.8,L,40 +Mahira Shanum Al Adawiyah,Deviawati,1/11/2023,KARANGKEDAWUNG,8.8,79,L,25 +Nadia Syaqilla Rahmawati,Heni,3/7/2021,KARANGKEDAWUNG,12,91.6,P,53 +Muhammad Hafidiya,Raudeh,18/11/2023,KARANGKEDAWUNG,8.5,77,L,25 +Siti Maulidia,Romla,30/10/2021,KARANGKEDAWUNG,12.2,90,P,50 +Muhammad Fahri Zahran Rabbani,Sri Rofiah,19/07/2021,KARANGKEDAWUNG,15.2,97,L,53 +Muhammad Gibran Hafizan,Indrawati,13/09/2022,KARANGKEDAWUNG,10.4,85.5,L,39 +M.Abdullah Faqirur,Vivin,19/04/2023,LENGKONG,12,80,L,32 +M.PANDU,Wiwik,9/5/2023,LENGKONG,12,82,P,31 +DIAZ ISMA SAJIDAH,DIAN P Khoirul anas,13/05/2023,LENGKONG,12,82,L,31 +ATTHALA MALIK,Dewi Nuril fatma,3/3/2023,LENGKONG,12.7,86,L,33 +Qaisar Al fatih,-,21/11/2023,LENGKONG,12.6,79,L,24 +NAYLA AZKIA,NURAINI,6/9/2023,LENGKONG,12.4,81,P,27 +AHMAD FAHRI,HOFIAH,24/09/2023,LENGKONG,13.4,82.3,L,26 +Isnanur Fadila .F,Mustafida Soni Fauzidatul Rahman,23/12/2020,KAWANGREJO,14.9,99,P,59 +MICHELE EL ZAFIRA PUTRI HARDIANTO,FIRA/RUDI HARDIANTO,7/6/2022,KAWANGREJO,12,88.5,P,42 +Arya Dzaki Pratama,Holifatul Saimah Alfan,30/10/2022,KAWANGREJO,10,82.5,L,37 +M DIMAS,HOYRIYAH,6/7/2023,LAMPEJI,7.8,79,L,29 +ALISA,ULUNG,11/4/2024,LAMPEJI,8,73,P,20 +M. ADAM ALFARISKI,SOFIATUS,9/11/2022,SUCO,12.9,87,L,37 +AULIA,ABEL PUTRI,29/03/2024,SUCO,8.4,74,P,21 +MUHAMMAD REGA SEPTIAN,AINIATUL,28/03/2023,LAMPEJI,12.2,86,L,32 +ZENIA SAFA NABILA,IIN,8/2/2022,LAMPEJI,11.1,89,P,46 +AIRIN,AINUN,28/03/2023,LAMPEJI,9.6,81,L,32 +MOH AGAM,MISYANA,2/4/2023,LAMPEJI,9.3,86,L,32 +AHMAD SAID FARHAN FATIHAN,Rindi antika,3/1/2024,LAMPEJI,10.3,80.5,L,23 +MUHAMMAD ARKANA ZAVIR,AINI RISKI LUTFIYAH,1/2/2024,LAMPEJI,11,80,L,23 +HASAN UBAYDILLAH,ROSAFATUL HASANAH,1/4/2024,LAMPEJI,12,74,L,21 +MUHAMMAD ARKANZA A,TANIA FARAMESTI,21/04/2024,LAMPEJI,10,78,L,20 +M ALFATIH,SINTA,3/1/2024,LAMPEJI,11.1,75,L,24 +LEONARDO RAMADHAN,JIHAN,12/3/2024,LAMPEJI,10.7,75,L,21 +IRSYAT AKMAL,WAHYUNI,25/12/2023,LAMPEJI,12.2,78,L,24 +FATIMATUS ZAHRA,SITI AMINAH I,12/1/2022,LAMPEJI,11,87,P,47 +RISQIANA,SITI WAQIAH/ M QURDIANTO,11/5/2024,SUCO,77.5,74,P,19 +SITI DIANATUS SAFIQOH,NURUL DHORINA,5/4/2024,KAWANGREJO,7.9,76.2,P,20 +ARSYILA ROMEESA F. A,Farida,26/12/2023,KAWANGREJO,10.6,79.4,P,23 +MUHAMMAD REHAN,JAMILATUL,26/05/2024,TAMANSARI,12.2,76.2,L,19 +FARUK,TOIFATUL H,7/5/2024,TAMANSARI,10,78,L,19 +RESTI PUTRI HUMAIROH,NURHASANAH,19/02/2024,LAMPEJI,10.2,79,L,22 +BY NY FIRDA,Firda Halimatus Sakdiyah,14/06/2024,KAWANGREJO,8.1,74.6,P,18 +MUHAMMAD ARYAN DAFI FAHNAN,SITI NURDIANA,1/2/2024,LAMPEJI,11.7,80,L,22 +AHMAD ARKHAN RAFIF,FATIM,15/02/2024,LAMPEJI,11.6,78,L,22 +KHANZA ALMAHYRA,ETI KUS ENDANG,3/2/2024,LAMPEJI,11.3,76,P,22 +MUHAMMAD ABIZAR ABKHORI,KOMARIAH,9/3/2024,LAMPEJI,11.2,79,L,21 +KEYSYA APRILIA RAMADHANI,RISALATUL,7/4/2024,LAMPEJI,11.5,76,P,20 +Syakila naura,Ayu Wulandari,11/10/2023,LENGKONG,13.4,81,P,27 +ASSIFA ZUNAIRA PUTRI HAWA,IBU ASSIFA,29/05/2023,SUCO,8.1,77,P,31 +FINA,SITI,3/12/2021,TAMANSARI,14,94,P,48 +FANI,SITI,3/12/2021,TAMANSARI,14.3,94,P,48 +ZAHRA,NIMA,2/1/2022,TAMANSARI,17,90,P,47 +ELFINA,FIT,12/1/2022,TAMANSARI,13.7,90,P,47 +MUHAMMAD ALFINI BAHTIAR,Fita Wulandari,26/07/2024,KAWANGREJO,8,75,L,16 +KAVI RASYA BUDIANTO,Siti Fatimah,3/7/2024,KAWANGREJO,8.2,73,L,17 +DEWI WULANDARI,Siti hotija,2/7/2024,KAWANGREJO,8.5,72.5,P,17 +GALANG,AHMAD ZAINURI/siti fadila,23/03/2024,KAWANGREJO,9.5,79,L,21 +MUHAMMAD FAIZ MUSTOFA,Siti munawaroh/Nurul mustofa,24/04/2024,KAWANGREJO,9.8,75,L,20 +RATNA,YULIA / ANDRIK,30/08/2023,SUCO,10,81,P,28 +M DANDI,QOSIM,27/11/2023,SUCO,8.7,79,L,25 +BY NY BABUN,BABUN/MUBAROK,6/8/2024,SUCO,7.5,71,P,16 +DWI ANISA,YULI,11/7/2022,SUCO,13,90,P,41 +M. HAIDAR AL MALIK,ADELIA,13/11/2022,SUCO,12,86,L,37 +SOVIA MAULIDA,FARIDA,13/09/2024,TAMANSARI,10,71.2,P,15 +MUHAMMAD FADLI MUBAROK,SULTON/DEVI,11/9/2024,SUCO,8,72,L,15 +MUHAMMAD FATHAN ALFARONI,SUGIONO/SITI LAILATULHOIRIAH,26/10/2024,SUCO,8,71,L,13 +M DAVIN,DEVA,25/10/2024,SUCO,7.5,72,L,14 +BY NY WINDI,Siti Ubay wahyuni/Windi,10/10/2024,KAWANGREJO,8.8,72,L,14 +MUHAMMAD SOHIBUL Q,IRHAM/ROISATUL,10/11/2024,SUCO,6.6,67,L,13 +ARSAKA PUTRA,WIEKE NUR HASANAH,15/07/2024,LAMPEJI,9.2,75.5,L,17 +MUHAMMAD ABYAN MA\'RUF,IFATUL HASANAH,8/9/2024,LAMPEJI,11.3,73,L,15 +MUHAMMAD EGI MAULANA,NITA AMELIA,13/09/2024,LAMPEJI,7.5,69,L,15 +BARIROTUN MAKSUMAH,efendi/ririn,1/12/2024,SUCO,6,68,P,12 +GARCEL GLEAN ALFAJAR,M DEDIYANSYAH/KEKE PUSPITASARI,8/11/2024,LAMPEJI,9.9,71,L,13 +M LINTANG DAVINDRA,ZAENUL ARIFIN/DEWI NISAH AZIZAH,23/08/2024,LAMPEJI,7.9,73,L,16 +MUHAMMAD RAFANDRA WAHYUDI,ANTON WAHYUDI/TITIK,24/09/2024,LAMPEJI,10.8,73,L,15 +FELIYSA OKTAVIA,MAHFID/SITI RUKMIATI,8/10/2024,LAMPEJI,10.6,67,P,14 +M BILAL AL KHAUZAR,SUGIYANTO/HOLISATIN,22/09/2024,LAMPEJI,11.5,68,L,15 +MUHAMMAD DAFFA MUNIRY SYAFI,SYAMSUL ARIFIN/ULFIATUS SOLEHA,16/10/2024,LAMPEJI,11,68,L,14 +M. IPANG RAMDANI,Fathor Rosi/Siti Sofiyah,4/11/2021,LAMPEJI,12.2,93,L,50 +MUHAMMAD DAFFA ARYASTA,HERMANTO/NUR HASIYAH,22/04/2023,LAMPEJI,10,86,L,32 +VIOLA PERMATASARI,MOHAMAD ARIFIN /SITI MAULANA ANJELA,25/06/2022,LAMPEJI,11.7,86,P,42 +AHMAD ARYA BASTIAWAN,AHMAD IRAWAN,14/06/2023,LAMPEJI,11.7,85,L,30 +KEYSA AURELIA PERMATASA,-,22/05/2024,LAMPEJI,10,74.5,P,19 +KENAN,KEVIN HADI SOFYAN/JAMILA ULFA,12/2/2025,KAWANGREJO,6.6,68,L,10 +MUHAMMAD KAFILLAH,RIZKA AZIZAH/ROFIKI,2/12/2024,SUCO,7.5,62,L,13 +M AFRIANSYAH,FERAWATI,23/04/2024,SUCO,9.5,78,L,20 +PUTRI HAWA,JUNAIDI/SITI NIRHATIN,26/01/2025,SUCO,6.7,63,P,10 +MUHAMMAD DERI DATI ANDRA,SOFYAN/PUTRI HAEGI,25/02/2025,SUCO,7.2,68,L,10 +ADIBA KHANZA FEBRIANA,rofiyanto/hanifah,19/02/2025,LAMPEJI,7.8,66,P,10 +BY NY WARDATUL,DIKI/WARDATUL,23/12/2024,SUCO,7.7,70,L,12 +NOVIKA,IBU NOVIKA,18/11/2022,SUCO,10.5,84.1,P,37 +ADIBA,IBU ADIBA,7/10/2023,SUCO,8.6,80,P,26 +MOH ARSYA,moh romli/siti juhrotul istiana,18/02/2025,KAWANGREJO,7.7,67,L,10 +MUHAMMAD ZAFRAN AL ARIFIN,Zainul Arifin,11/4/2022,KARANGKEDAWUNG,14.5,89,L,44 +NURUR ROHMA,istiqomAH,30/12/2024,KARANGKEDAWUNG,7.7,69,L,11 +HAFIZA AZALIA MARGARETHA,LILIK SUSANTI,11/7/2024,KARANGKEDAWUNG,9.6,75,L,17 +MUHAMMAD PUTRA ABDULLAH,Winda Sari,13/05/2024,KARANGKEDAWUNG,7.4,76,L,19 +NINDIA AMATUL LATIFAH,Winda Sari,27/05/2024,KARANGKEDAWUNG,9.1,76,L,18 +HAFIZA AZALIA MARGARETHA,Lilik Susanti,11/7/2024,KARANGKEDAWUNG,9.6,75,L,17 +MAHREN SYAFANA ALMAHIRA,Siti Amina,3/2/2025,KARANGKEDAWUNG,6.4,63,L,10 +FARA LATIFATUL QOLBI,Almaisaroh,30/06/2024,KARANGKEDAWUNG,9.5,76,L,18 +Satria Utuh Hari Ramadan,elida,11/7/2023,LENGKONG,11.5,79,P,29 +Ahmad malik,Muh. Arif Sunandriyo,23/04/2023,LENGKONG,12.8,85,L,32 +FAZA ABIDZAR,WARDATUL,16/01/2025,TAMANSARI,10.2,68.2,L,11 +M.ZAKIL DIRGANTARA,RENI,15/02/2025,TAMANSARI,7.8,68.2,L,10 +M.FIAN AL JEFRI,SAFIRATUL,19/02/2025,TAMANSARI,9,63.5,L,10 +M.FADIL HAKIKI,YULIYANTI,23/02/2025,TAMANSARI,7.5,68.2,L,10 +KINARA DWI MARETA,Delina Dwi,8/3/2025,TAMANSARI,7,65,P,9 +AULIA YASMIN,Hoirul Anwar/ASIA,24/09/2023,KAWANGREJO,9.9,81,P,27 +M.ANINDIAZ FIRMANSYAH,ANINDIA,4/5/2025,TAMANSARI,7.6,62,L,7 +AISHWA NAHLA,ABDUL MUQID/SULASTRI,11/6/2025,KAWANGREJO,6.5,57,P,6 +BY NY MARIA ULFA,MARIA ULFA,6/6/2025,TAMANSARI,6.3,63,L,6 +MUHAMMAD ALIF ZIDAN M,SUKARI/SITI,15/03/2025,SUCO,7,66,L,9 +NAJMA ZAHIRA,-,11/5/2025,SUCO,6.1,62,P,7 +MUHAMMAD RAFATAN ZAINUL,Zainul/Vita Anggun Nila,25/05/2025,SUCO,6.3,64,L,7 +M. ABIYAN PRATAMA,Nanda/Nuraini,31/05/2025,SUCO,6.3,64,L,7 +MUHAMMAD INDRA ZAKARIA,Mustari/Sulistyorini,30/06/2025,KAWANGREJO,5.3,61,L,5 +ZAHRA KHOIRONISA,TAUFIQ/SRIYATI,24/05/2025,LAMPEJI,6.1,61,P,6 +ALIKA RAHMA,AHMAD SOLEHAN/SUCIK,22/06/2025,LAMPEJI,6.3,60,P,5 +AIRIN FATANIA AL ISBAH,IFAN/LINA,28/02/2023,LAMPEJI,9.7,83,P,34 +FARADIBA SEPTAVIA ARRUMI,DIDIK WAHYONO/SRIFATUL KARIMAH,23/09/2025,KAWANGREJO,3.3,51,P,2 +M.GIBRAN,Zainul/Della hoiriyah,27/07/2022,LAMPEJI,10.9,88.1,L,41 +BY NY MUJIATI,Mujiati,12/10/2025,KAWANGREJO,4.1,52,P,2 +BY LINDA,lukman hakim/linda,17/08/2025,LAMPEJI,5,56,P,4 +ALIFATUR ROHMANIA,M.Rifal faisol/Yunita,3/10/2025,LAMPEJI,4.3,53,P,3 +CAYLA AZELEA A,WAWAN/SANTI,11/7/2025,LAMPEJI,7.2,60,P,5 +BY. NY. IKE LESTARI,IKE LESTARI,8/12/2025,LAMPEJI,1.495,42,L,0 +TOYYIBATUS SARIROH,M.UMAM/ST ANISA,12/11/2025,LAMPEJI,3.6,50.5,L,1 +BY NY FATIMA,FATIMAH,26/12/2025,LAMPEJI,1.8,40,P,0 +Qiana Hafizdah,umi/mistur ,5/5/2021,Jl. Jawa,"13,5",98,P,57 +M Atharrazka ,Fitri/Febri,1/3/2022,Jl. Jawa,15,"98,5",L,47 +Lovi Qyara R.,Fitri/Heru,29/04/2022,Jl. Jawa,"13,7","98,8",P,46 +Moh. Juna Aji Ferdi,yuli/yakin,18/01/2022,Jl. Jawa,"11,7","91,4",L,49 +Shaqueena,Welly/Hendri,23/06/2022,Jl. Jawa,"16,5","101,4",P,44 +Medina Bilqis Putri,Amelia/Febry,17/07/2022,Jl. Jawa,"12,6","91,5",P,43 +Muhammad Nuril,Suci / Boni,12/8/2022,Jl. Jawa,"11,2","92,9",L,42 +Muhammad Nurel,Suci / Boni,12/8/2022,Jl. Jawa,"12,1","94,7",L,42 +Ghina Syakira,Anita/Roni,19/08/2022,Jl. Jawa,"12,6","93,2",P,42 +Aisyah Hasna H,Saidah/ Isbat,5/9/2022,Jl. Jawa,15,99,P,41 +Moh. Saka,Dewi/Sutekno,23/11/2022,Jl. Jawa,"12,7","90,6",L,39 +M. Rafansyah R,Yuni/Ayus,30/11/2022,Jl. Jawa,15,94,L,39 +Nayla Assyifa Salsabila,Agus/Qurratul,24/12/2022,Jl. Jawa,"13,1","91,4",P,38 +Althafunnizam,Sulastri/Gufron,19/03/2023,Jl. Jawa,"12,6","92,7",L,35 +Muhammad Azam,Desi/Aris,14/05/2023,Jl. Jawa,"10,7","86,6",L,33 +Reyshaka Kaleandra Davion,Novi/Reza,22/06/2023,Jl. Jawa,"10,6","85,2",L,32 +A. Danu Dermawan,M. Dawan/Dewi,18/07/2023,Jl. Jawa,"11,9",89,L,31 +Ashfa Azmi Farhania,Dani/Dian,31/07/2023,Jl. Jawa,"8,2","76,2",L,31 +Nada Nimas Almira,Imam/Niken,10/4/2023,Jl. Jawa,"10,8","88,4",P,34 +Moh Reza Saputra,khotimatus/gunawan,16/11/2023,Jl. Jawa,"10,9","84,7",L,27 +Raisya Febri,Rukmiati/abd salim,9/2/2024,Jl. Jawa,"7,2",75, P,24 +Mohammad Kenzio Elbarra ,maulida/firmansyah,11/4/2024,Jl. Jawa,"11,2",87,L,22 +Gilang Bramantya,anis/bram,18/03/2024,Jl. Jawa,"10,9",84,L,23 +M. Zuhdi Ramadhan,riska/agus,19/03/2024,Jl. Jawa,"17,7",87,L,23 +Auliya Kanza Nur Rachman,Arief/nurul,5/6/2024,Jl. Jawa,"10,3",79,P,20 +Madaraksa Keputren ,denis/rita,17/09/2024,Jl. Jawa,16.3,101.3,P,17 +Aluna Danen Aditya,Aditya/Karima,12/1/2025,Jl. Jawa,"8,3",72,P,13 +Ralin Elmeira Putri,Rika/Imamsyah,3/4/2025,Jl. Jawa,"8,2",71,P,10 +Muhammad Ziyad Azzaky Devano,Devita/Nurul Irfann,30/04/2025,Jl. Jawa,"6,4","68,5",L,10 +Viona Zaverinda Putri Y,Ressi/ M Rokip,18/08/2025,Jl. Jawa,"7,2",65,P,6 +M Hanan Rafardhan,Bayu Aji / Siti fatimatul,3/9/2025,Jl. Jawa,"5,7","62,5",L,5 +Shakila Khanza Al Mahdi,hikmatul/miskadi,29/09/2025,Jl. Jawa,"5,1","63,3",P,5 +nayara putri mahmudah,rohmawati/Amir mahmud,2/10/2025,Jl. Jawa,"7,2",63,P,4 +Ahmad Valen Akbar,widatul/anang,5/12/2025,Jl. Jawa,"5,2",59,L,2 +Reina Deandra Davina,NOVIA/Reza,31/12/2025,Jl. Jawa,"4,7",53,P,2 +Hafsah,,7/4/2023,Jl. Jawa,"13,8","95,2",P,34 +Aryan,,11/5/2025,Jl. Jawa,"8,6",74,L,9 +Shanum,,15/7/2025,Jl. Jawa,"8,7",71,P,7 +Reysaka aksa saputro ,ortu,,Bondowoso,9.6,75.7,L,12 +Muhammad adam arrizqi,ortu,,Bondowoso,12.2,87.8,L,24 +Muhammad iqbal alghifari,ortu,,Bondowoso,14.3,96.1,L,36 +Muhammad alfaro maulana fikri,ortu,,Bondowoso,14.1,95.8,L,36 +Salma kamila cahyadi,ortu,,Bondowoso,11.5,86.4,P,24 +Anisa rizqi azalia,ortu,,Bondowoso,11.8,86.9,P,24 +Nafasya aqila aulia,ortu,,Bondowoso,16.1,102.7,P,48 +Naura nailatul atqiya,ortu,,Bondowoso,15.8,102,P,48 +Dhifa,ortu,,Bondowoso,9.5,77.5,P,15 +Ghebril,ortu,,Bondowoso,10,79.5,P,17 +Abizar,ortu,,Bondowoso,20,114.5,L,68 +Ihsan,ortu,,Bondowoso,15.2,99.2,L,41 +Delisa,ortu,,Bondowoso,14.8,98,L,41 +Naura ,ortu,,Bondowoso,14,94,L,37 +Nala,ortu,,Bondowoso,14.2,95,P,38 +Keysa,ortu,,Bondowoso,14.5,97.2,P,40 +Hawa Eza,ortu,,Bondowoso,13.9,94,P,37 +Afrin,ortu,,Bondowoso,13.2,91.7,P,30 +Alena,ortu,,Bondowoso,12.1,87.5,P,26 +Rama,ortu,,Bondowoso,14,94,P,35 +Yasmi,ortu,,Bondowoso,9.2,76.5,L,16 +Anisa,ortu,,Bondowoso,14.2,95.5,L,38 +Hilya,ortu,,Bondowoso,10.5,81.2,L,18 +Ali,ortu,,Bondowoso,12.6,88.7,L,27 +Yusuf,ortu,,Bondowoso,12.8,89.4,P,28 +Arrasya,ortu,,Bondowoso,12.4,87.8,P,26 +Azril,ortu,,Bondowoso,12.6,88.5,P,27 +Elssaka,ortu,,Bondowoso,12.3,87.5,P,26 +Aira,ortu,,Bondowoso,12.9,90.2,P,30 +Elsanum,ortu,,Bondowoso,11.4,85,P,23 +Afida,ortu,,Bondowoso,17.5,107.2,L,56 +Gazzal,ortu,,Bondowoso,16.8,104.5,L,52 +Ghofi,ortu,,Bondowoso,15.8,101.2,L,46 +Hilya,ortu,,Bondowoso,16.1,102,L,47 +Zahra,ortu,,Bondowoso,15.5,100.8,P,46 +Gibran,ortu,,Bondowoso,15.2,99.5,P,43 +Keysa,ortu,,Bondowoso,14.8,98.4,P,42 +Nesya,ortu,,Bondowoso,14.5,97.2,P,40 +Nadzifa,ortu,,Bondowoso,13.8,93.5,P,35 +Daffa,ortu,,Bondowoso,13.9,94.2,P,34 +Fattan,ortu,,Bondowoso,14.1,94.5,L,34 +Shanum,ortu,,Bondowoso,13.4,92,L,31 +Nara,ortu,,Bondowoso,12.7,89.4,L,29 +Danis,ortu,,Bondowoso,12.9,89.6,L,28 +Anasera,ortu,,Bondowoso,12.6,89,P,29 +Aurora,ortu,,Bondowoso,12.3,88.2,P,27 +Selfania,ortu,,Bondowoso,12.1,87,P,26 +Kayra,ortu,,Bondowoso,11.9,86.2,P,25 +Najwa,ortu,,Bondowoso,13,90.5,P,30 +Arsa,ortu,,Bondowoso,13.9,93.8,P,35 +Inara,ortu,,Bondowoso,14.1,94.8,L,37 +Cakra,ortu,,Bondowoso,15,98.8,L,42 +Misel ,ortu,,Bondowoso,17.8,108,L,57 +Rere,ortu,,Bondowoso,15.9,101.5,L,47 +Aqila,ortu,,Bondowoso,13.5,92.2,P,33 +Arfan,ortu,,Bondowoso,14.5,96,P,38 +Rayan,ortu,,Bondowoso,12.8,89.2,P,28 +Il,ortu,,Bondowoso,14.3,95.2,P,37 +Makkah,ortu,,Bondowoso,18.2,109.5,P,59 +Zamzam,ortu,,Bondowoso,10.1,78.5,P,14 +Ibrahim,ortu,,Bondowoso,14.9,98,L,41 +Emil,ortu,,Bondowoso,14.3,95.8,L,38 +Jaya Putra,Puji,2/10/2019,Sumbersuko,15,104,L,51 +Helga Resyakila,Winda,16-02-21,Sumbersuko,11.7,90,P,35 +Gavin Ardana,Suliha,11/12/2021,Sumbersuko,10.4,84,L,25 +Nadira Putri,Mufidah,6/12/2022,Sumbersuko,7.6,71,P,13 +Tavisha Revalina,Titik,21-12-22,Sumbersuko,8.5,76,P,13 +M. Yusuf Alqorony,Wuliati,8/12/2022,Sumbersuko,8.1,72,L,13 +Haikal M. Alfariq,Damuli,28-04-23,Sumbersuko,7.9,72,L,9 +M. Irsyadul Ibad,Yuliati,16-05-23,Sumbersuko,7.1,67,L,8 +M. Khoirul Nizam ,Cici,20-05-23,Sumbersuko,8,70,L,8 +M. Raditya,Puji,22-06-23,Sumbersuko,8.2,69,L,7 +M. Eshal R.,Eka Rahma,15-07-23,Sumbersuko,7.5,69,L,6 +M. Fathan R.,Cicik F.,30-08-23,Sumbersuko,5.76,62,L,5 +M. Gibran Arsaka,Heni Sutanti,1/5/2024,Sumbersuko,2.9,48,L,0 +Nadiva Arsyila Savina,Sulastri,27-01-24,Sumbersuko,3,52,P,0 +M. Alif,Erin,3/3/2019,Sumbersuko,14.4,101,L,58 +M. Gilang,Yanuro,18-06-19,Sumbersuko,14.3,102,L,55 +M. Ehsan Elvano,Asfia,15-11-19,Sumbersuko,13.5,98.6,L,50 +Adzkiya Nafasha,Habiba,8/4/2020,Sumbersuko,12.3,94.3,P,45 +Zezi Aira ,Nurul,7/6/2020,Sumbersuko,12.7,91,P,43 +Fagio Gusme,Mieke,14-11-20,Sumbersuko,13.7,90,L,38 +Asyifa,Anis,24-01-21,Sumbersuko,11.7,91.5,P,36 +Danis Ahmad,Ayu Widora,22-11-20,Sumbersuko,11.2,90,L,38 +Azahra Ramadhani,Fitriya,19-04-21,Sumbersuko,13.4,91,P,33 +Al Abizar Rafka,Tutut,4/7/2021,Sumbersuko,11.1,88,L,30 +Rafelin Arasya,Erica,6/8/2021,Sumbersuko,11.5,88,P,29 +Adeva Asena,Asfia,12/8/2021,Sumbersuko,10.5,84,P,29 +Achmad Davino,Linda,25-09-21,Sumbersuko,9.9,87,L,28 +Gea Syakira,Sriwahyuni,16-10-21,Sumbersuko,11.9,88,P,27 +Nusaibah Nur,Marsutin,20-11-21,Sumbersuko,11.5,85,P,26 +M. Aksa At Taufik,Erin,28-11-21,Sumbersuko,9.4,87,L,26 +Zafran,Kiki,22-12-21,Sumbersuko,11,84,L,25 +M. Haidar Atmaja,Nur. H,8/1/2022,Sumbersuko,13,86.3,L,24 +Maryam Frisly,Syarifatul,10/3/2022,Sumbersuko,10.7,81,P,22 +M. Genta Baskara,Friska,19-03-22,Sumbersuko,10.8,85,L,22 +M. Azhril Ammar ,Indi,12/4/2022,Sumbersuko,9,80,L,21 +Ajril Alvian,Solatil,13-05-22,Sumbersuko,9.9,78,L,20 +Raisa Qonifatilah,Rulmiati,30-05-22,Sumbersuko,8,77,P,20 +Wafi Bagus Putra,Dewi Putri,4/6/2022,Sumbersuko,10.9,80,L,19 +M. Lingga Adly,Widiawati,29-06-22,Sumbersuko,9.18,81,L,19 +Audya Widiawati,Rena,25-07-22,Sumbersuko,8.2,70,P,18 +Dealisa Thara,Yanuro,26-07-22,Sumbersuko,7.8,72,P,18 +Natania Aqilla,Naning,27-07-22,Sumbersuko,10.8,81,P,18 +Xaquille Dirga,Nur Alia,3/8/2022,Sumbersuko,11.5,80.5,P,17 +Sabira Wafika,Sriyuliani,30-07-22,Sumbersuko,9.5,77,P,18 +Laksamana Daffa,Khomariyah,28-08-22,Sumbersuko,9.9,75,L,17 +Septianda Miko,Rika,16-09-22,Sumbersuko,11.5,77,L,16 +Oktavina Aretha,Dariati,12/10/2022,Sumbersuko,7.9,73,P,15 +Erina Salsabila,Maslia,15-10-22,Sumbersuko,8.3,76,P,15 +Rayanza Bima,Yuni,5/11/2022,Sumbersuko,9.1,72,P,14 +Vionatan Devan,Tria,6/11/2022,Sumbersuko,10.6,80,L,14 +Anggun Puspitasari,Daliamah,17-12-22,Sumbersuko,8.2,72,P,13 +Richo Aldiansyah,Asmaul,24-12-22,Sumbersuko,8.2,73,L,13 +Raina Eliza Misbah,Isabella,2/1/2023,Sumbersuko,8.5,73,P,12 +Faranisa Zahra ,Novitasari,17-01-23,Sumbersuko,8.5,76,P,12 +Putri Febriana,Nurul,22-02-23,Sumbersuko,6.9,69,P,11 +Adzkiyatul Yazmina,Ifana,16-03-23,Sumbersuko,8.2,72,P,10 +Devanka Rezkiano,Devi,22-05-23,Sumbersuko,10.4,71,L,8 +Elsanum Sehrish,Lailatul,27-06-23,Sumbersuko,6.7,67,P,7 +M. Arkanza,Sriwahyuni,14-04-23,Sumbersuko,8.9,69,L,9 +Delisa,Sinta,10/7/2023,Sumbersuko,7.2,68,P,6 +M. Alvan,Fatimatus,11/7/2023,Sumbersuko,6.9,67,L,6 +Nazril Farzan,Dewi Ainur,15-08-23,Sumbersuko,6,62,L,5 +Berlian Aluna,Tika,17-08-23,Sumbersuko,7.7,67,P,5 +Elvani Aflah,Nurul,27-08-23,Sumbersuko,5.3,60,P,5 +M. Gibran Naranza,Mila,9/9/2023,Sumbersuko,5.5,62,L,4 +Yasmine Nafeeza,Kumrotin,12/11/2023,Sumbersuko,4.6,56,P,2 +Khalissa Arsy Khumara,Uswatun,8/12/2023,Sumbersuko,3.9,54,P,1 +M. Zaidan Al Ghifari,Indi Rahmawati ,6/12/2023,Sumbersuko,5.1,58,L,1 +Bilal Attaqi,Dwi Yan,7/8/2023,Sumbersuko,7.9,67,L,5 +Rania Gendis,Marina,28-02-24,Sumbersuko,2.6,49,P,0 +Zanuba Zahira,Kiki,12/1/2024,Sumbersuko,2.9,48,P,0 +Rahilda Vania Putri,Dewi,19-09-23,Sumbersuko,7.2,67,P,11 +Gadisa Fawazia R. ,Nurul,16-03-24,Sumbersuko,5.2,53,P,5 +Kenzie Alvaro,Dewi,3/6/2024,Sumbersuko,4.8,55,L,2 +Ibrar Nur Ikhsanul,Fauziah,3/6/2024,Sumbersuko,2.9,49,L,2 +Bima Zyandru Tri,Novita Tri,16-01-24,Sumbersuko,7.4,,L,7 +M. Ghibran Alfarisqi,Santi,3/7/2024,Sumbersuko,5.6,59,L,1 +Arsya Alfarizki,Lailatul,29-10-24,Sumbersuko,1.8,47,L,0 +Ahmad Arfan,Ayu Firnan,19-02-24,Sumbersuko,3.9,51,L,1 +Aulia Aprilia P.,Zeni Aprilia,24-03-22,Sumbersuko,10.1,81,P,9 +Haikal,Halimatus S.,14-07-22,Sumbersuko,8.9,77,L,7 +M. Rafaeza,Isma,8/5/2024,Sumbersuko,3.4,50,L,1 +M. Rayyanza Mardova,Yayang,12/4/2024,Sumbersuko,5.8,62,L,2 +Almahira Putri Narendra ,Nur Hayati,18-05-24,Sumbersuko,2.6,49,P,0 +Syauqia Hannah,Deviana,20-06-24,Sumbersuko,3.4,51,P,0 +M. Kaliandra,Zeni Aprilia,29-07-24,Sumbersuko,2.4,46,L,1 +Shanaya F.,Selvy,6/5/2024,Sumbersuko,5.3,59,P,2 +M. Kevin Albaira,Retno,10/7/2024,Sumbersuko,2.3,46,L,1 +M. Hamzah,Nisa,30-08-24,Sumbersuko,4.1,53,L,2 +Raisa Aulia,Atik,15-06-19,Sumbersuko,12.4,93.6,P,40 +Oktavia Calista,Yurin,28-10-19,Sumbersuko,15,98,P,45 +Nasywa Sabita,Alif,20-11-19,Sumbersuko,11.6,92,P,42 +M. Tabrani,Dina,20-02-20,Sumbersuko,14.5,97.5,L,43 +Azka Rabani,Hartini,11/2/2020,Sumbersuko,14.3,,L,47 +Saqila,Devi,9/9/2020,Sumbersuko,12.5,92,P,40 +Asila Zafira,Putri,14-12-20,Sumbersuko,13,93,P,37 +Almeyra Sakila,Ambar,19-04-21,Sumbersuko,8.9,73,P,33 +Naila Safira,Nuriati,22-04-21,Sumbersuko,11.1,84,P,33 +Bilqish Agnia,Rohma,20-05-21,Sumbersuko,11.5,83,P,32 +Raina Alfaina,Ayu Ulfa,10/6/2021,Sumbersuko,9.5,81,P,31 +Jaler Aqil,Titik,13-06-21,Sumbersuko,11,88,L,31 +Athaya Raihana,Ina,28-06-21,Sumbersuko,14.6,87,L,31 +Kania Azkia,Mirna,3/7/2021,Sumbersuko,15.5,89,P,30 +"A, Gaza Zahirul",Sita Putri,9/7/2021,Sumbersuko,11.7,88,L,30 +Gavin ,Nadia,28-07-21,Sumbersuko,12.4,88,L,30 +M. Bisma Saqil,Yunda,15-09-21,Sumbersuko,11.6,88.7,L,28 +M. Mujaidin,Mirna,18-10-21,Sumbersuko,10,88,L,27 +M. Fahmi,Murdia,18-11-21,Sumbersuko,11.2,86,L,26 +M. Abizar Fatan,Maria Ulfa,18-11-21,Sumbersuko,10,85.3,L,26 +Dita Ayu Nur Alifa,Nur Hamidah,11/12/2021,Sumbersuko,9.5,78.5,P,25 +Elsa Naura Fariza,Nur Aini,23-12-21,Sumbersuko,9.5,74,P,25 +M. Zayan Farel,ST. Rohma,3/3/2022,Sumbersuko,9.8,79,L,22 +Adnan Kalundra,Sinta,22-01-22,Sumbersuko,10.6,87,L,24 +M. Nizam Faqih,Musrifah,30-01-22,Sumbersuko,10.3,82,L,24 +M. Fatan Rayan,Indra,4/3/2022,Sumbersuko,11.5,85,L,22 +Arfana Faradian,Rodiyah,12/3/2022,Sumbersuko,9.7,80,L,22 +Azalea Kaliga,Alif,6/4/2022,Sumbersuko,9.2,70,P,21 +M. Randika,Khotimah,7/4/2022,Sumbersuko,10.4,82,L,21 +M. Abqor Alfala,Fajar,9/4/2022,Sumbersuko,13.4,83,L,21 +Alzan Zea Sadia,Fatimah,17-04-22,Sumbersuko,8.4,78,P,21 +Elsanum Syakila,Nurul,21-04-22,Sumbersuko,11.1,77,P,21 +Faaz Raziq Atha,Elma,22-04-22,Sumbersuko,11.4,82,L,21 +Sabina Azahra ,Dewi,20-05-22,Sumbersuko,8.2,75,P,20 +Sofiatun Nisa,Niswatin,24-05-22,Sumbersuko,9.8,77,P,20 +M. Arya Daffa,Lutfia,10/6/2022,Sumbersuko,10.3,82,L,19 +Hana Ganesa,Nisfatur,10/6/2022,Sumbersuko,11.6,76,P,19 +Nafil Khoiri,Wahyuni,8/7/2022,Sumbersuko,8.4,76,L,18 +M. Arfan Maulana ,Ririt,20-07-22,Sumbersuko,7.6,73,L,18 +Arshaka Virendra,Istiqomah,27-07-22,Sumbersuko,8.8,76,L,18 +Ardelio Gafril,Yuni,18-08-22,Sumbersuko,10.9,80,L,17 +M. Farhan Tsani,ST. Fatima,31-08-22,Sumbersuko,9,74,L,17 +Mazaya Muren,Rosa Ilmi,28-09-22,Sumbersuko,9.8,78,P,16 +M. Zafran,Nurul,8/10/2022,Sumbersuko,7.9,72,L,15 +Nadia Yuna,Retno,7/11/2022,Sumbersuko,7.9,72,P,14 +Nagiska Alesha ,Badriyah,18-11-22,Sumbersuko,7.8,74,P,14 +M. Zafi Putra ,Rifyanti,26-11-22,Sumbersuko,9.9,74,L,14 +M. Noval Alfatih,Bailatul B. ,17-12-22,Sumbersuko,8.2,75,L,13 +M. Really Zeafaro,Laili,6/1/2023,Sumbersuko,10,75,L,12 +El Shanum Shanaya,Nuril,28-01-23,Sumbersuko,8.7,70,P,12 +M. Jafiat Attar,Sugiati,31-01-23,Sumbersuko,8.2,71,L,12 +M. Zayny Al-Ghoni,Sulistiya,31-01-23,Sumbersuko,8.8,73,L,12 +Arsyaka Al-Kholifi,Anis,1/3/2023,Sumbersuko,8.1,70,L,10 +A. Nawwaful H,El Badriyah,11/3/2023,Sumbersuko,7.8,60,P,10 +Sanum Nazwa,Nur Ulfa,14-04-23,Sumbersuko,7.9,70,P,9 +Dafin Azka,Susiati,14-04-23,Sumbersuko,7.6,69,L,9 +Khaula Hawa,Nur Aini,22-04-23,Sumbersuko,9.9,70,P,9 +Prisa Aida Aprilia,Ainun,26-04-23,Sumbersuko,6.5,67,P,4 +Alferel Maherza,Sariwarni,3/5/2012,Sumbersuko,8.1,70,L,9 +Davin Agus,Sri Wulandari,11/5/2023,Sumbersuko,9.4,71,L,8 +Selina Aulia Putri,Nur Imamah,19-05-23,Sumbersuko,8.5,66,P,8 +Attarazka Fawwas,Dina Eka,30-05-23,Sumbersuko,7.3,66,L,8 +Risaidan Fata,Putri Melati,10/6/2023,Sumbersuko,7.2,66,L,7 +M. Atarazka Alfatih,Saidah,21-07-23,Sumbersuko,7.7,64,L,6 +Ayana Dwi,Nurul,5/7/2023,Sumbersuko,5.9,62,P,6 +Gendhis Atiqohmasulin,Titik Hidayati,14-09-23,Sumbersuko,6,62,P,4 +M. Abiyan Legawa,Hesti,1/9/2023,Sumbersuko,6.3,60,L,4 +Kaivan Devano,Eny,5/8/2023,Sumbersuko,7.3,63,L,5 +M. Elfathal Al-Ayubi,Dina,1/10/2023,Sumbersuko,6.5,64,L,3 +Sharga Al-Devano,Tanti,13-11-23,Sumbersuko,4.7,57,L,2 +M. Dzafar Dzaki,Risalatul,9/8/2023,Sumbersuko,7,63,L,5 +Aleeyah Fatima,Dinda,3/10/2023,Sumbersuko,5.8,61,P,3 +M. Arga Raditya,Dewi Artika,11/10/2023,Sumbersuko,5.9,60,L,3 +Keisya Zunaira,Ifa Juliani,12/10/2023,Sumbersuko,5.1,58,P,3 +Sofi Mukhib Amin,Milati,27-10-23,Sumbersuko,5.1,55,P,3 +Abimanyu Havasya,Desi Aidul,7/11/2023,Sumbersuko,4.7,57,L,2 +Raisa Zakia AZ.,Wulansari,17-11-23,Sumbersuko,5.8,62,P,2 +Anandita Keenan,Marta,8/1/2024,Sumbersuko,4.7,53.5,P,0 +Raka Zavian D.,Lilik,30-01-24,Sumbersuko,4.5,55,L,0 +Laktisa Dian Utari,Rosita,12/2/2024,Sumbersuko,4.1,53,P,0 +M. Zafar Dzaki,Risalatul,9/8/2023,Sumbersuko,8.9,71,L,5 +Nur Fahima,Nur,12/2/2024,Sumbersuko,5.9,64,P,0 +Azkiyah Tsaniyah,Nur Afifah,22-02-24,Sumbersuko,6.1,62,P,0 +Salsabila Azzahra,ST. Rohmah,29-02-24,Sumbersuko,5.4,56,P,0 +M. Faig R.,Juwariya,4/7/2019,Sumbersuko,15.6,103,L,54 +Giska Cahya,Dewi,27-04-20,Sumbersuko,13,95,P,45 +Kenzie Alfatih,Eny,1/6/2020,Sumbersuko,15.2,97,L,43 +Githa Naira Arin,Indah,8/6/2020,Sumbersuko,12.6,95,P,43 +Siren Yumna ,Ririn,18-08-20,Sumbersuko,15.8,95,P,41 +Afzal Junatan,Diana,6/10/2020,Sumbersuko,9.8,88,L,39 +Aruna Safira ,Ika,8/10/2020,Sumbersuko,11.9,91,P,39 +Nadin Sada,Hidayah,3/11/2020,Sumbersuko,11,89,P,38 +M. Radika Alfaro,Nanik,7/11/2020,Sumbersuko,13.2,92,L,38 +Aprilia Dwi Ramadhani,Yuli,12/4/2021,Sumbersuko,10.6,87,P,33 +Asyafa Azaia,Sarofah,25-08-21,Sumbersuko,,87.9,P,29 +M. Adanu Alfatan,Afifa,24-10-21,Sumbersuko,10.6,85,L,27 +M. Arbian Ali,Chulakil,6/9/2021,Sumbersuko,11.8,87,L,28 +M. Akalanka,Ilmi,25-09-21,Sumbersuko,11,83,L,28 +Widya Shabira,Yasinta,5/12/2021,Sumbersuko,10.2,81,P,25 +Nur Aisyah Elshanum,Nur Mahmudah,16-12-21,Sumbersuko,9,83,P,25 +Rayyan Abduallah,Ririn,2/2/2022,Sumbersuko,12.1,84,L,23 +Dirga Rafasha,Dwi,9/8/2022,Sumbersuko,12.4,81,L,17 +Alesa Nadirotul,Nafidatul,14-10-22,Sumbersuko,7.8,74,P,15 +M. Devandra ,Ririn,15-10-22,Sumbersuko,8.9,76,L,15 +M. Renandra,Destria,1/11/2022,Sumbersuko,8.6,75,L,14 +Athazaky Rafanizan,Hanim,11/1/2023,Sumbersuko,8.2,76,L,12 +Dirga Alfendra,Yuli,18-01-23,Sumbersuko,9.3,76,L,12 +Asraf Ahmad,Cindy,20-03-23,Sumbersuko,7.5,69,L,10 +Giandra Ega,Emi,4/4/2023,Sumbersuko,7.6,73,L,9 +Zio Ravendra,Rini,21-06-23,Sumbersuko,7.6,70,L,7 +Jesika Fitri,ST. Maslikha,21-04-23,Sumbersuko,7.5,71,P,9 +Nadya Aira ,Kurnia,12/9/2023,Sumbersuko,6.1,66,P,4 +Kayshila,Dewi Yatima,9/8/2023,Sumbersuko,6.3,64,P,5 +Ceysa Kirana ,Putri,23-10-23,Sumbersuko,5.9,61,P,3 +M. Salman Nasution,Ratna,8/7/2023,Sumbersuko,6.8,70,L,6 +Danis Raska,Kiki,17-11-23,Sumbersuko,6.1,66,L,2 +Abibah Syakila,Solikha,5/3/2019,Sumbersuko,16.7,93,P,58 +Hafizah,Nur Jannah,25-07-19,Sumbersuko,10.7,91,P,54 +Mirza Surya,Santi,25-09-19,Sumbersuko,12.4,94,L,52 +Laurinda Difya,Tamy,12/2/2019,Sumbersuko,16,103,P,59 +M. Alim Abddul,Nur Kholima,29-01-20,Sumbersuko,13.6,93.5,L,48 +M. Azril AL,Yuliatin,24-08-21,Sumbersuko,9,85,L,29 +Nadira Karismah,Sulikah,15-08-23,Sumbersuko,4.8,59,P,5 +Zakiya Nadira,Debi,23-09-23,Sumbersuko,2.5,47,P,4 +Laurensyah,Eni,18-01-19,Sumbersuko,20,112,P,60 +Quensa Alea,Ica Budiarti,26-03-19,Sumbersuko,14,104,P,58 +Dea Aprilia,Evi,18-04-19,Sumbersuko,22.4,107,P,57 +Ach. Arsya,Nisa,11/6/2019,Sumbersuko,15.1,106,L,55 +Raisa Dzakirah,Rukmaya,8/6/2019,Sumbersuko,16.9,108,P,55 +Latisa Qila,Hesti,10/8/2019,Sumbersuko,17.1,107,P,53 +M. Jaelani,Umi,19-08-19,Sumbersuko,13.9,102,L,53 +Chairil Amar,ST. Maysaro,20-10-19,Sumbersuko,16.2,103,L,51 +Nur Maulana,Nur R.,11/6/2020,Sumbersuko,12,94,L,43 +Elvano Zhafir,Dewi,20-06-20,Sumbersuko,11.9,93,L,43 +A. Syarifudin,Nur,8/10/2020,Sumbersuko,10.2,87,L,39 +Haikal Rafisqi,Devi,2/12/2020,Sumbersuko,12.4,93,L,37 +Azarin Putri,Dewi,10/2/2021,Sumbersuko,10.2,85,P,35 +Ghara Mahadika,Seliya,28-03-21,Sumbersuko,12,86,L,34 +Auristelan Diva,Hesti,17-06-21,Sumbersuko,11.1,87,P,31 +M. Asraf Ibrahim,Habiba,16-09-21,Sumbersuko,11.2,88,L,28 +Asyallu Salsabila,Ainur,19-11-22,Sumbersuko,7.3,72,P,14 +A. Arkana Aqil,Nisa,11/12/2022,Sumbersuko,7.7,74,L,13 +M. Arkana Melviano,Nurul,1/2/2023,Sumbersuko,7.3,72,L,11 +Adzkiyah Hafza K.,Ayu,3/2/2023,Sumbersuko,7.5,72,P,11 +M. Dhika Hidayatuallah,Fira,5/2/2023,Sumbersuko,8.2,77,L,11 +M. Arkanza Hafizt,Ma'rifatur,23-03-23,Sumbersuko,8.2,74,L,10 +Arhan Ali Yafi,Citra,4/7/2023,Sumbersuko,7.7,70,L,6 +Afwa Hanna,Purwanti,29-07-23,Sumbersuko,6.8,68,P,6 +Nabila Hanna ,Fita,8/8/2023,Sumbersuko,5.8,67,P,5 +Abrizam Khalif,Anie,10/8/2023,Sumbersuko,6.7,68,L,5 +Desy Askia,Putri,1/5/2019,Sumbersuko,24,104,P,56 +Jasmine Delisa ,Nurul,23-07-19,Sumbersuko,16,102,P,54 +Lailatul Magfiroh,Aisyah,28-09-19,Sumbersuko,13,94,P,52 +Dafa Hafid,Asmaul,9/6/2020,Sumbersuko,13,95,L,43 +Nur Rohman,Rumini,6/7/2020,Sumbersuko,15,96,L,42 +A. Azril Saputra,Rini,7/11/2020,Sumbersuko,12,91,L,38 +Adi Firmansyah,Kamama,12/4/2021,Sumbersuko,12,89,L,33 +Khaula Aisyah,Elsa,28-04-21,Sumbersuko,11,90,P,33 +Sania Putri,Mila,1/5/2021,Sumbersuko,11,86,P,32 +Azalea Khalika,Rida,9/9/2021,Sumbersuko,11,85,P,28 +Enoia Afra,Ratna,21-09-21,Sumbersuko,10,77,P,28 +Delisa Inara,Istiqomah,18-12-21,Sumbersuko,10,83,P,25 +Masayu Sabrina,Fitri,2/4/2022,Sumbersuko,9,74,P,21 +M. Farel AL.,Ayu,27-07-22,Sumbersuko,9,75,L,18 +Arumi Nasya,Dewi,28-07-22,Sumbersuko,9,78,P,18 +Tiara Alfatunnisa,Winarsih,31-07-22,Sumbersuko,8,74,P,18 +M. Diki A.,Diana,31-07-22,Sumbersuko,9.9,78,L,18 +Ahmad Sauqi,Suliati,3/8/2022,Sumbersuko,8.6,73,L,17 +Salman Dwi,Eni,13-11-22,Sumbersuko,10,77,L,14 +Queenza Abila,Musrifa,14-11-22,Sumbersuko,10,78,P,14 +Rahma Miftakhul,Faumi,8/12/2022,Sumbersuko,8,72,P,13 +M. Zioshaka Azzmy,Lailatul,20-01-23,Sumbersuko,9,78,L,12 +M. Athif Salim,Alfiyah,9/2/2023,Sumbersuko,8.2,73,L,11 +M. Theo Rangga,Ghita,21-02-23,Sumbersuko,8.1,70,L,11 +Anissa Royah,Iis,9/3/2023,Sumbersuko,4,51,P,10 +Adzkiyah Alfatunisa ,Nia,22-05-23,Sumbersuko,7.2,60,P,8 +Alfaro Siddik,Ana Asmaul,30-07-23,Sumbersuko,6,65,L,6 +Ahtar Putra,Rika,10/8/2023,Sumbersuko,6,64,L,5 +Ayesha Fayra,Lailatul,14-08-23,Sumbersuko,9,69,P,5 +Niko Kurniawan,Nisaul,10/9/2023,Sumbersuko,7,63,L,4 +Tanisa Almaira,Istiqoma,4/9/2023,Sumbersuko,6,69,P,4 +Adinda Alieen N.,Dwi Rahmawati,6/10/2023,Sumbersuko,6,61,P,3 +Revalina Adiba,ST. Sundari,21-11-23,Sumbersuko,5.3,56,P,2 +Anandita Senja,Sari,11/11/2023,Sumbersuko,6,59,P,2 +Ach. Azmi,Aisyah,28-12-23,Sumbersuko,6.3,59,L,1 +M. Risky,Mulyani,16-07-19,Sumbersuko,15.9,106,L,54 +Danis Alfarisi ,Defi,8/2/2020,Sumbersuko,12.5,99,L,47 +Najwa Putri,Sukemi,1/6/2020,Sumbersuko,12.4,95,P,43 +Galuh Kalyca,Lilik,9/1/2021,Sumbersuko,16,92,P,36 +Ach. Natan,Erna,22-01-21,Sumbersuko,12,90,L,36 +Ayesha Shafian,Nuriati,9/1/2022,Sumbersuko,10.3,85,P,24 +M. Amril,Lianatus,2/6/2022,Sumbersuko,10.8,83,L,19 +Naura Azzahra,Tariati,25-06-22,Sumbersuko,8.9,82,P,19 +Ragil Saputra,Minatun,4/8/2022,Sumbersuko,9,82,L,17 +M. Noval Abdillah,Anggraeni,22-11-22,Sumbersuko,8.5,73,L,14 +Fitriyah Habibah,Halimatus,2/5/2023,Sumbersuko,8,74,P,8 +Moh. Rendra A ,Wiwin,13-11-20,Sumbersuko,9,78,L,38 +Avica Falencia ,Ninik,5/2/2021,Sumbersuko,8.7,77,P,35 +M. Danis Fara,Anik,14-10-21,Sumbersuko,6.9,66,L,27 +Ghavin Ardana,Suliha,11/12/2021,Sumbersuko,4.8,55.5,L,25 +Syahreza Ahmad,Maulida,22-05-22,Sumbersuko,8,68,L,20 +Enjelika,Kartika,6/1/2020,Sumbersuko,15,92.5,P,48 +M. Radhitya,Sartika,6/2/2020,Sumbersuko,11,86,L,47 + Adzkiya Nafasa,Habibatur,8/4/2020,Sumbersuko,9.5,83,P,45 +Aleza Zahra ,Fenilisti,5/4/2020,Sumbersuko,9,78,P,45 +M. Alfarizki,Sholatil,28-06-20,Sumbersuko,11,93,L,43 +Satria Andika P.,Husna,12/9/2020,Sumbersuko,11,77,L,40 +Sella Putri,Sarwadah,21-09-20,Sumbersuko,7.8,77,P,40 +Shaquella Fareza,Ayu Filga,26-09-20,Sumbersuko,,81,P,40 +Fabio Gusme,Nike,14-11-20,Sumbersuko,9.5,76,L,38 +M. Andrey A.,Mia,30-11-20,Sumbersuko,9.1,76,L,38 +Hana Nindya Elsa,Hayyu,7/12/2020,Sumbersuko,9.3,74,P,37 +Jelita Ajeng,Kholifah,1/12/2020,Sumbersuko,18,85.5,P,37 +Azzahra Ramadani,Fitria,19-04-21,Sumbersuko,8,72,P,33 +M. Syahrul Elfatih,Robiatul,1/5/2021,Sumbersuko,8.9,74.5,L,32 +Leonardo Davinsi,Rika,1/7/2021,Sumbersuko,10.3,75,L,30 +Musyaibah Nur,Narsutin ,20-11-21,Sumbersuko,9.5,72,P,26 +Devin Attar,Friska ,24-12-21,Sumbersuko,3.6,56,L,25 +M. Abizar Faras,Siti Rohma ,10/1/2022,Sumbersuko,9,74,L,24 +M. Azharil Ammar,Mei,12/4/2022,Sumbersuko,6.4,67,L,21 +Yasmine Kayla,Ririn,29-01-20,Sumbersuko,10.1,82.3,P,48 +Azkiya Putri,Kamila,13-02-20,Sumbersuko,12,84.5,P,47 +Azizah Putri,Kamila,13-02-20,Sumbersuko,11,83.3,P,47 +M. Aditama ,Jannah,29-03-20,Sumbersuko,9.1,86,L,46 +M. Adinata,Jannah,29-03-20,Sumbersuko,9.1,83.2,L,46 +Moch. Zaidan,Uswatun,16-04-20,Sumbersuko,10.6,87,L,45 + M. Hilmi Ramadan,Halimatus,7/5/2020,Sumbersuko,10.5,87,L,44 +Gibran Ach.,Fahma,14-05-20,Sumbersuko,12,86,L,44 +Alfarendra ,Ika,16-05-20,Sumbersuko,12.5,87.8,L,44 +Marsya Putri,Umi,28-06-20,Sumbersuko,9.4,83,P,43 +Anindya,Umrotin,16-07-20,Sumbersuko,8.3,72,P,42 +M. Candra,Maulidatul,31-07-20,Sumbersuko,14,89,L,42 +M. Farel Abrisam,Ninik,19-10-20,Sumbersuko,9,76,L,39 +Wahyu Ridwan,Siti Maysaroh,30-10-20,Sumbersuko,12.6,80,L,39 +M. Ifan Fahri,Linahariani,3/10/2020,Sumbersuko,8.2,77,L,39 +M. Nizar Zulfikar,Sulastri,8/1/2020,Sumbersuko,14.4,99,L,48 +M. Danis,Siti maryam,19-10-20,Sumbersuko,9.4,72.5,L,39 +Raisa Salena,Reni,3/10/2020,Sumbersuko,11.8,82,P,39 +Clarisa Dwi,Erica,18-10-20,Sumbersuko,11.8,86,P,39 +Safa Sanum,Puput,20-11-20,Sumbersuko,12.5,84.6,P,38 +Anisa,Sri Rahayu,21-11-20,Sumbersuko,11,76,P,38 +Prabu Saka,Mei,19-11-20,Sumbersuko,10.1,82.5,L,38 +M. Rasyid,Ainun,2/12/2020,Sumbersuko,8.2,76,L,37 +M. Abidzar Al Ghif,Murdika,13-03-21,Sumbersuko,10.2,76.5,L,34 +Alifa Zahra,Safitri,30-03-21,Sumbersuko,9.9,75,P,34 +Nadhifa Al Maira,Taslimah,30-04-21,Sumbersuko,7.9,68,P,33 +Aprilia Ramadhan,Yurin,26-04-21,Sumbersuko,7.7,70,P,33 +Alfino,Ratna,30-03-21,Sumbersuko,7.8,67,L,34 +Gracelia Alaya,Siti Robiatul,1/6/2021,Sumbersuko,9,73,P,31 +Aiswa Nala,Sofiyatin,2/6/2021,Sumbersuko,7.9,67,P,31 +Davin Atharaska,Zakiya,4/6/2021,Sumbersuko,9.8,75,L,31 +A. Gaza Zahirul,Sita Putri,9/7/2021,Sumbersuko,10.3,75.5,L,30 +Gavin,Nadia,28-07-21,Sumbersuko,8.7,69,L,30 +Nada Fara M.,Islamiyah,19-08-21,Sumbersuko,7.3,67,P,29 +Azkia Kania,Mirna,3/7/2021,Sumbersuko,12,76,P,30 +M. Abhizar Albirru,Novi,11/9/2021,Sumbersuko,8,69,L,28 +Manda Nur,Istiqomah,20-09-21,Sumbersuko,6.9,64,P,28 +M. Mujaidi,Mirna,18-10-21,Sumbersuko,6.4,66,L,27 +M. Abidzar Fatan,Maria Ulfa,18-11-21,Sumbersuko,5.2,57,L,26 +Kadita,Nur Khamida,11/12/2021,Sumbersuko,5.7,56,P,25 +M. Alaikal,Reni,11/12/2021,Sumbersuko,8.8,68.5,L,25 +M. Maulana Arsya,Dina,17-12-21,Sumbersuko,8.8,70,L,25 +M. Nizam Faqil,Musrifah,30-01-22,Sumbersuko,7.7,68,L,24 +Hanan Ramdan,Ristiana,1/5/2022,Sumbersuko,6.2,58.5,L,20 +M. Rafka Rafardan,Kamila,1/8/2021,Sumbersuko,8.8,72,L,29 +Azalea Khaliqah,Alif,6/4/2022,Sumbersuko,6.5,61,P,21 +Sabiyah,Fera,20-08-21,Sumbersuko,7.9,72,P,29 +Hisan Umar,Alvita,18-11-20,Sumbersuko,12.5,83,L,38 +Clemira Athaya,Intan,21-04-21,Sumbersuko,8.5,72.5,P,33 +M. Ariya Dafa,Lutfia,10/6/2022,Sumbersuko,5.4,60.5,L,19 +Nafil Khairi,Wahyuni,8/7/2022,Sumbersuko,3.5,48,L,18 +Viona Mega,Herawati,26-01-20,Sumbersuko,14.7,82,P,48 +Zerina Askaira,Yuslinda,10/3/2020,Sumbersuko,15,88,P,46 +Aizaz Djaki,Fatimatul,6/4/2020,Sumbersuko,9.1,79,L,45 +Kayra Saquena,Yana,7/4/2020,Sumbersuko,11,83,P,45 +Haikal P.,Sofi,16-04-20,Sumbersuko,11,84,L,45 +Ghita Aira Arin,Indah,15-06-20,Sumbersuko,10,80,P,43 +M. Ridika Alfaro,Nanik,7/11/2020,Sumbersuko,10,77.5,L,38 +M. Azril,Wakida,8/12/2020,Sumbersuko,8.5,77,L,37 +Pandu,Lamini,13-02-21,Sumbersuko,7.3,73,L,35 +Pandita,Lamini,13-02-21,Sumbersuko,6.5,68,P,35 +Irvan,Dewi,17-03-21,Sumbersuko,9.1,76,L,34 +Hanifah,Fajar,30-03-21,Sumbersuko,7.1,75,P,34 +Aprilia Dwi,Yuli,12/4/2021,Sumbersuko,6.5,68,P,33 +Nur Putri,Ana ,28-09-21,Sumbersuko,4.5,59,P,28 +Lana Mumtaza,Murfadila,8/8/2021,Sumbersuko,6.1,63,L,29 +M. Zafran,Tutik,17-01-24,Sumbersuko,7.2,67,L,3 +Fahira Auliyah,Nurul H.,28-01-24,Sumbersuko,5.7,64,P,3 +M. Rayyanza ,Nufita,31-01-24,Sumbersuko,4.3,55,L,3 +Zidan Putra,Nisa Mufita,13-04-24,Sumbersuko,4.8,54,L,4 +Chaera Nadheefa,Khafidatul,30-03-24,Sumbersuko,4.4,53,P,3 +Darel Alyandra,Dian,22-05-24,Sumbersuko,5.6,58,L,4 +Gendis Arsyila Warda,Aria Adinis,9/7/2024,Sumbersuko,3.1,50,P,2 +Arumi Zea Ananda,Maryam,9/2/2024,Sumbersuko,4.2,55,P,3 +M. Rayan Maliq,Yuliati,28-03-24,Sumbersuko,4.1,55,L,3 +Nabila Ristina M.,Lailatul M.,19-01-24,Sumbersuko,4.1,53,P,3 +Fahira Aulia,Nurul,8/1/2024,Sumbersuko,3.9,55,P,3 +M. Rayyan,Alfiatul,21-02-24,Sumbersuko,5.2,58,L,4 +Zein Alfariski,Zuni K.,17-02-24,Sumbersuko,6.7,67,L,4 +Dafina Putri Yumna,Ira,3/4/2024,Sumbersuko,6.4,62,P,4 +Azhvan Zayid,Anisafitri,19-06-24,Sumbersuko,6,61,L,4 +Adiba Khadijah,Indahsari,30-08-24,Sumbersuko,4,54,P,2 +M. Arsa Alfariski,Widia,1/10/2024,Sumbersuko,3.1,49,L,1 diff --git a/stunting_ml/data/raw/stunting_final.csv b/stunting_ml/data/raw/stunting_final.csv new file mode 100644 index 0000000..77459c3 --- /dev/null +++ b/stunting_ml/data/raw/stunting_final.csv @@ -0,0 +1,1934 @@ +Nama,Nama Ortu,Tgl Lahir,Alamat,Berat,Tinggi,JK,Usia_Bulan,ZS TB/U,ZS BB/U,Status Stunting,Status Gizi +PANDITA,LAMINI/IBAD,13/2/21,Bumbungan,18.4,109.3,P,60,-0.0259,0.0665,Normal,Gizi Baik +PANDU,LAMINI/IBAD,13/2/21,Bumbungan,19.1,112.7,L,60,0.5905,0.3008,Normal,Gizi Baik +APRILIA DWI,YULIANA,12/4/2021,Bumbungan,13.2,99.6,P,58,-1.8707,-2.1766,Normal,Gizi Kurang +AICO,AMELITA,18/5/21,Bumbungan,18.4,109.6,P,57,0.3824,0.2671,Normal,Gizi Baik +IRVAN,DEWI/SUKRON,17/3/21,Bumbungan,18.1,108.9,L,59,-0.1124,-0.0296,Normal,Gizi Baik +HANIFAH,MUKHLISA,30/3/21,Bumbungan,18.1,110.1,P,59,0.2554,0.0208,Normal,Gizi Baik +ASHAFA AZAIYA,SAROFAH,25/8/21,Bumbungan,12.7,98,P,54,-1.8023,-2.2044,Normal,Gizi Kurang +M. ARBIAN,KHULIKUL,6/9/2021,Bumbungan,16.2,104,L,53,-0.4828,-0.4508,Normal,Gizi Baik +GARFIL SYAFIER,AUREL,18/10/21,Bumbungan,16.5,105,L,52,-0.1289,-0.236,Normal,Gizi Baik +NUR PUTRI,ANA,28/4/21,Bumbungan,18.6,109.8,P,58,0.3072,0.2715,Normal,Gizi Baik +LANAA MUMTAZA,NUR FADILAH,8/8/2021,Bumbungan,17.6,108.9,L,54,0.5058,0.1109,Normal,Gizi Baik +M. AKALANKA,ILMI,25/9/21,Bumbungan,14.5,98.5,L,53,-1.739,-1.3117,Normal,Gizi Baik +MARIYAM,YULIANA,10/11/2021,Bumbungan,17.6,106.8,P,51,0.5249,0.4043,Normal,Gizi Baik +ADIBA MUTIA,SARTINI,10/11/2021,Bumbungan,12.5,97,P,51,-1.691,-2.1135,Normal,Gizi Kurang +KHALISA,NISA,2/11/2021,Bumbungan,20.2,101.5,P,51,-0.6735,1.3383,Normal,Gizi Baik +M. ARSHA,NITA,4/11/2021,Bumbungan,15.3,101.6,L,51,-0.7907,-0.7487,Normal,Gizi Baik +M. ADANU ALFATAN,FIRDA,4/9/2021,Bumbungan,18,108.3,L,53,0.4993,0.356,Normal,Gizi Baik +WIDIA SHABIRA,YASINTA,3/12/2021,Bumbungan,16.1,97.5,P,50,-1.4601,-0.1459,Normal,Gizi Baik +M. MAULANA ARSYA,DINA,17/12/21,Bumbungan,17,105.5,L,50,0.2467,0.1469,Normal,Gizi Baik +M. VINCENT,FENI,26/7/21,Bumbungan,16.5,105.6,L,55,-0.3636,-0.4525,Normal,Gizi Baik +MARIYAM,YULIANA,18/11/21,Bumbungan,17,106.5,P,51,0.4571,0.1622,Normal,Gizi Baik +NUR AISYA ELSANUM,NUR MAHMUDA,16/12/21,Bumbungan,14.4,100,P,50,-0.8899,-0.9609,Normal,Gizi Baik +ARYA GUNA MAHENDRA,SRIWATI,7/5/2021,Bumbungan,17.7,109.2,L,57,0.1945,-0.0601,Normal,Gizi Baik +RAYAN,RIRIN,2/2/2022,Bumbungan,17,100,L,48,-0.7933,0.3054,Normal,Gizi Baik +PUTRI ARSILA,NISFI,11/3/2022,Bumbungan,16.2,104,P,47,0.4367,0.1404,Normal,Gizi Baik +SAFANA NASHA,KUSNUL,26/4/22,Bumbungan,12.1,93.4,P,46,-1.9238,-1.9871,Normal,Gizi Baik +DIRGA RAFASYA,DWI,9/8/2022,Bumbungan,15.4,98.7,L,42,-0.2904,0.0269,Normal,Gizi Baik +M. RIDHO,SITI FATIMAH,7/7/2022,Bumbungan,15.5,94.8,L,43,-1.4108,-0.0082,Normal,Gizi Baik +M. DEVANDRA,RIRIN,15/10/22,Bumbungan,13.5,93.5,L,40,-1.3214,-0.8665,Normal,Gizi Baik +M. RENANDRA A,DESTRIA,1/11/2022,Bumbungan,13.4,92,L,39,-1.564,-0.8389,Normal,Gizi Baik +ALESHA NADHIRO,MUFIDATUL,4/10/2022,Bumbungan,12.1,93.5,P,40,-1.0673,-1.4664,Normal,Gizi Baik +ALFAN RISKY,KUSNUL P,17/8/22,Bumbungan,19,106.2,L,42,1.6011,1.7009,Normal,Gizi Baik +RAMADANI ZIFFA,YULI/RIDFAN,14/4/22,Bumbungan,15.9,104.3,P,46,0.6543,0.0891,Normal,Gizi Baik +ATHAZAKY RAFANIZAM,MASFUFA HANIM,11/1/2023,Bumbungan,14.4,98.5,L,37,0.4707,-0.0633,Normal,Gizi Baik +MUZAFFAR,NURIYATI,10/2/2023,Bumbungan,13.9,96.3,L,36,0.0584,-0.2592,Normal,Gizi Baik +GIANDRA EGA WIYONO,EMIL MEGA/WIYONO,4/4/2023,Bumbungan,12.7,93,L,34,-0.4854,-0.8158,Normal,Gizi Baik +ASHRAF AHMAD,CINDY,20/3/23,Bumbungan,13,88.9,L,35,-1.7822,-0.7186,Normal,Gizi Baik +ZIO RAFENDRA,RINI PURWATI,21/6/23,Bumbungan,13.1,89.7,L,32,-1.0465,-0.3502,Normal,Gizi Baik +JESIKA FITRI,MASLIKHA,21/4/23,Bumbungan,10.1,84.8,P,34,-2.3784,-2.3584,Stunted,Gizi Kurang +NAYYARA ANDREENA,SHEENY,30/1/23,Bumbungan,18,98.5,P,37,0.7164,1.8393,Normal,Gizi Baik +M. SALMAN N,RETNO SETYA,8/7/2023,Bumbungan,11.2,87.5,L,31,-1.4926,-1.5719,Normal,Gizi Baik +KAYSHILLA ARKADEWI,DEWI/DWI SANTOSO,9/8/2023,Bumbungan,13.6,88.3,P,30,-0.6741,0.5349,Normal,Gizi Baik +NADYA AIRA,KURNIA FIRDA,12/9/2023,Bumbungan,13.1,92.8,P,29,0.8334,0.3665,Normal,Gizi Baik +HAURA ASTAGINA,FIRDA/FATAN,6/8/2023,Bumbungan,13.9,91.3,P,30,0.1757,0.704,Normal,Gizi Baik +M. ALBI HAMIZAN,LINDA/NUR HAMIM,31/8/23,Bumbungan,13.6,90.4,L,30,-0.4501,0.1892,Normal,Gizi Baik +ALVENDRA,YULI,18/1/23,Bumbungan,14.4,97.3,L,37,0.1509,-0.0633,Normal,Gizi Baik +CEYSHA KIRANA,EKA PUTRI,26/10/23,Bumbungan,10.5,83.5,P,28,-1.6322,-1.3003,Normal,Gizi Baik +M. KALANDRA HANIF,SANTI AYU/YASIN,17/11/23,Bumbungan,12.3,86,L,27,-1.1188,-0.3031,Normal,Gizi Baik +M. RAYYANZA,RIO/NUFITA,31/1/24,Bumbungan,12.6,89.6,L,25,0.5225,0.1743,Normal,Gizi Baik +FAHIRA AULIA,SAIFUL/NURUL,28/1/24,Bumbungan,10.1,83,P,25,-1.0952,-1.2011,Normal,Gizi Baik +M. ZAFRAN,SOLEH/TUTIK,17/1/24,Bumbungan,13.3,88.4,L,25,0.1374,0.6447,Normal,Gizi Baik +M. MARVELINO,KHOIRUNNISAK,7/3/2024,Bumbungan,11.5,86.7,L,23,-0.0805,-0.3387,Normal,Gizi Baik +ZIDAN PUTRA,NISA MUFITA,13/4/24,Bumbungan,10.3,84,L,22,-0.6979,-1.1646,Normal,Gizi Baik +CHAEERA NADIFA,AFI,30/3/24,Bumbungan,9.2,81,P,23,-1.4243,-1.6891,Normal,Gizi Baik +DAREL ARYANDRA,DIANA,22/5/24,Bumbungan,10.7,82,L,21,-1.0907,-0.6777,Normal,Gizi Baik +ZARENA,NOVITA VIO,20/6/24,Bumbungan,12.3,87.4,P,20,1.5588,1.1486,Normal,Gizi Baik +AZKIYA ZAHROTUL,EVI/RISKI,28/7/24,Bumbungan,11.2,83,P,19,0.4333,0.5657,Normal,Gizi Baik +ARKANA WAHYU,MISTRIA NINGRUM,26/5/24,Bumbungan,13,85,L,21,-0.0469,1.0515,Normal,Gizi Baik +ZAHRA,ZAINAL/KAMILA,21/10/24,Bumbungan,10,79,P,16,0.1412,0.1536,Normal,Gizi Baik +M. ATHAR SYAZANI,ANGGI/MIFTAKHUL,10/8/2024,Bumbungan,9.3,77,L,18,-1.9496,-1.4569,Normal,Gizi Baik +HANAN,NAILA/ANDRIK,28/1/25,Bumbungan,10,76.2,,13,,,, +ZAIDAN,YUNITA/SAIFUL RIZAL,26/3/25,Bumbungan,9.1,75.2,L,11,0.2839,-0.3089,Normal,Gizi Baik +ARRASYA LUTFI,LARAS/ANTON,17/4/25,Bumbungan,8.1,70,P,10,-0.6005,-0.3765,Normal,Gizi Baik +ALISHA HAURA A,CHOLIKIL/MISBAKHUL,8/8/2025,Bumbungan,7.5,65,P,6,-0.3226,0.2246,Normal,Gizi Baik +ALISHA AZALEA JASMINE,UMI LUTFIYAH/EKO S,10/11/2025,Bumbungan,5.5,58,P,3,-0.8565,-0.4826,Normal,Gizi Baik +AZAM,VIVI/DJAYUS,18/10/25,Bumbungan,6.7,64,L,4,0.0548,-0.3887,Normal,Gizi Baik +M. FATIH,EMI MUJIATI/M. FARIS,19/11/25,Bumbungan,6.4,61,L,3,-0.2099,0.0318,Normal,Gizi Baik +DANISH RAZKA,KIKI A.,17/11/23,Bumbungan,9.5,87.5,L,27,-0.6552,-2.5397,Normal,Gizi Kurang +M. GEZANDRA,DESTRIA EKA/WAWAN,22/12/25,Bumbungan,6.3,58,L,2,-0.2124,1.0103,Normal,Gizi Baik +GYAN MAHENDRA,MASLIKHA/PUPUT,22/12/25,Bumbungan,5.2,57,L,2,-0.7123,-0.5477,Normal,Gizi Baik +ELZIO,UNING/HIDAYAT,30/10/25,Bumbungan,8,67,L,4,1.4966,1.1894,Normal,Gizi Baik +ARCELLIO,INDRI/ZAINI M.,13/01/26,Bumbungan,5.4,55,L,1,0.1416,1.4406,Normal,Gizi Baik +DEVENDRA ALFARIZ,ARMIATI,7/2/2026,Bumbungan,5.1,55,L,0,2.7023,3.1084,Normal,Gizi Lebih +M ABIDZAR AL GHIFARI,DODIK/MUDRIKA,13/3/21,Sumberingin,18.5,110,L,59,0.1268,0.1327,Normal,Gizi Baik +MAYAS AL GHAZI,Alek/iit,14/3/21,Sumberingin,18.4,109.1,L,59,-0.0689,0.0925,Normal,Gizi Baik +NADHIFA ALMAIRA,RIANTO/TASLIMA,30/4/21,Sumberingin,18.4,109.3,P,58,0.2004,0.1987,Normal,Gizi Baik +APRILIA RAMADAN,ANDIK/YURIN,26/4/21,Sumberingin,18.3,110.3,P,58,0.414,0.1619,Normal,Gizi Baik +ALMEYRA SYAKILA,RENDI/BELA,19/4/21,Sumberingin,18.3,109.3,P,58,0.2004,0.1619,Normal,Gizi Baik +ATHAYA REIHANA,SHOLEHUDIN/INA,30/6/21,Sumberingin,17.5,109,P,56,0.3733,-0.0053,Normal,Gizi Baik +ALIFA ZAHRA,ABDUL ABAS/SAFITRI,30/3/21,Sumberingin,18.5,108.8,P,59,-0.0201,0.1683,Normal,Gizi Baik +BILQIS AGNIA,TUGIANTORO/ST ROHMAH,20/5/21,Sumberingin,15,98,P,57,-2.1137,-1.1635,Stunted,Gizi Baik +FELIA MAHARANI,RIO/WULAN,8/6/2021,Sumberingin,18.3,110.2,P,56,0.6336,0.3001,Normal,Gizi Baik +GRACELINA ALAYA (Pindah),M RIZAL/ST ROBIATUL,1/6/2021,Sumberingin,17.6,109.7,P,56,0.5251,0.0339,Normal,Gizi Baik +JALER AQIL,M YUNUS/TITIK,13/6/21,Sumberingin,13.8,100.4,L,56,-1.6419,-1.8994,Normal,Gizi Baik +THALITA MERISA,ROJI/SAPIKYA,18/5/21,Sumberingin,18.3,107.4,P,57,-0.091,0.2302,Normal,Gizi Baik +M NIZAR,ARIF/AMRATUS,9/8/2021,Sumberingin,17.8,107.3,L,54,0.1434,0.1967,Normal,Gizi Baik +AISWA NALA,SOFIYATIN,2/6/2021,Sumberingin,15.8,102.7,P,56,-0.9931,-0.7217,Normal,Gizi Baik +RAYNA ALFAINA,ULFA AYU,10/6/2021,Sumberingin,18,107.7,P,56,0.0913,0.1877,Normal,Gizi Baik +A.GAZA,SITA PUTRI,9/7/2021,Sumberingin,18,106.3,L,55,-0.2064,0.2083,Normal,Gizi Baik +GAVIN,NADIA,28/7/21,Sumberingin,14.8,101,L,55,-1.3969,-1.2892,Normal,Gizi Baik +NADA FARAH MAULIDA,ISLAMIYAH,19/8/21,Sumberingin,17.9,108.2,P,54,0.4465,0.2936,Normal,Gizi Baik +M.AL GHIZAR AL BIRRU,NOVI,11/9/2021,Sumberingin,17.8,105.7,L,53,-0.0945,0.271,Normal,Gizi Baik +MANDA NUR,ISTIQOMAH,20/9/21,Sumberingin,17.9,106.7,P,53,0.2413,0.368,Normal,Gizi Baik +M.ABIZHAR FATTAN,MARIA ULFA,18/11/21,Sumberingin,16.6,101,L,51,-0.9301,-0.1143,Normal,Gizi Baik +M.FAHMI,NUR DIAH,18/11/21,Sumberingin,17.3,105.6,L,51,0.1384,0.2046,Normal,Gizi Baik +KADIT AYUNDA,NUR HAMIDAH,11/12/2021,Sumberingin,17.2,105.6,P,50,0.3872,0.3225,Normal,Gizi Baik +ALFINO,RATNA,30/3/21,Sumberingin,18.7,109.8,L,59,0.0833,0.2124,Normal,Gizi Baik +????? ?????,MIRNA,3/7/2021,Sumberingin,18.1,109.2,P,55,0.5402,0.2968,Normal,Gizi Baik +M.MUJADI,HABIBI,18/10/21,Sumberingin,13.1,99,L,52,-1.5108,-2.0433,Normal,Gizi Kurang +AZMI AHMAD AL MUZAK,DEWI,15/1/22,Sumberingin,19.6,104.5,L,49,0.1445,1.3228,Normal,Gizi Baik +M.ZAYAN FAREL,SITI ROHMAH,3/1/2022,Sumberingin,12.5,89.5,L,49,-3.4004,-2.2085,Severely Stunted,Gizi Kurang +ADNAN KALUNDRA,SINTA,22/1/22,Sumberingin,16.5,102.6,L,49,-0.3045,-0.0071,Normal,Gizi Baik +M.NIZAM FAQIL,MUSRIFA,30/1/22,Sumberingin,16.7,102.5,L,49,-0.3282,0.0868,Normal,Gizi Baik +M.FATAN RAYAN,INDRA,4/3/2022,Sumberingin,16.6,102.9,L,47,0.0331,0.2002,Normal,Gizi Baik +ARFANA FARADIAN,RODIYAH,12/3/2022,Sumberingin,12.8,91.5,L,47,-2.7095,-1.8704,Stunted,Gizi Baik +AULIA APRILIA PUTRI,ZENI,24/3/22,Sumberingin,12.2,91.5,P,47,-2.4919,-2.0012,Stunted,Gizi Kurang +M.RANDIKA,KHOTIMAH,7/4/2022,Sumberingin,15.2,99.4,L,46,-0.6781,-0.4149,Normal,Gizi Baik +M.ABQORI ALFALA,FAJAR,9/4/2022,Sumberingin,15.9,102.4,L,46,0.0502,-0.0577,Normal,Gizi Baik +ALZAN ZEA SADIA,FATIMA,17/4/22,Sumberingin,15.9,103.4,P,46,0.4414,0.0891,Normal,Gizi Baik +HANAN RAMDAN,RISTIANA,1/5/2022,Sumberingin,15.9,101.3,L,45,-0.0781,0.0252,Normal,Gizi Baik +FAAZ RAZIQ ATHA,ELMA,22/4/22,Sumberingin,15.8,102.3,L,46,0.0259,-0.1076,Normal,Gizi Baik +AZALEA KHALIQAH,ALIF,6/4/2022,Sumberingin,16.8,103.2,P,46,0.3941,0.4853,Normal,Gizi Baik +SOFIATUN NISAK,NISWATIN,24/5/22,Sumberingin,15,93,P,45,-1.8919,-0.2534,Normal,Gizi Baik +SABINA AZZAHRA,DEWI R,20/5/22,Sumberingin,15.8,100,P,45,-0.2206,0.1289,Normal,Gizi Baik +M.ARIYA DAFA,LUTFIAH,10/6/2022,Sumberingin,16.2,101.5,L,44,0.1144,0.2585,Normal,Gizi Baik +NAFIL KHAIRI,WAHYUNI,8/7/2022,Sumberingin,16,101.3,L,43,0.2127,0.2459,Normal,Gizi Baik +M.QHISIL HIDAYATULLAH,SRI RAHAYU,10/7/2022,Sumberingin,15.8,101.8,L,43,0.3375,0.1453,Normal,Gizi Baik +M.ARFAN MAULANA,RIRIT,20/7/22,Sumberingin,10.9,89.9,L,43,-2.6346,-2.8781,Stunted,Gizi Kurang +ELSANUM SAKIRA,NURUL,21/4/22,Sumberingin,16.2,102.5,P,46,0.2286,0.2244,Normal,Gizi Baik +M.NOVAL ALFATIH,LAILATUL,17/12/22,Sumberingin,14.6,99.2,L,38,0.4806,-0.0442,Normal,Gizi Baik +M.ZAFI PUTRA,RIFAYANTI,26/11/22,Sumberingin,15.1,99.3,L,39,0.3366,0.1378,Normal,Gizi Baik +ARSHAKA VIRENDRA,ISTIQOMAH,27/7/22,Sumberingin,16,101,L,43,0.1377,0.2459,Normal,Gizi Baik +ARDELIO GHAUFIN,YUNI ARDILA,18/8/22,Sumberingin,15.3,101.4,L,42,0.3905,-0.0255,Normal,Gizi Baik +M.FARHAN TSARI,SITI FATIMA,31/8/22,Sumberingin,16.6,92.4,L,42,-1.8793,0.6285,Normal,Gizi Baik +ALFATIH AKBAR,INAWATI,1/9/2022,Sumberingin,15.8,99.6,L,41,0.0902,0.3223,Normal,Gizi Baik +A.ALAN FAIZ,SURIYATI,7/9/2022,Sumberingin,15.3,99.7,L,41,0.1157,0.0629,Normal,Gizi Baik +MAZAYA NUUREN,ROSA,28/9/22,Sumberingin,15.9,97.2,P,41,-0.2986,0.5394,Normal,Gizi Baik +MAULUDIYAH KIRANA,NINIK,3/10/2022,Sumberingin,13.5,91.5,P,40,-1.5697,-0.601,Normal,Gizi Baik +NAGISKA ALESHA,LAILATUL BADRIYA,18/11/22,Sumberingin,14.9,96.7,P,39,-0.0986,0.2511,Normal,Gizi Baik +HANA GANESA,NISFATUR,10/6/2022,Sumberingin,15.6,100.7,P,44,0.095,0.1233,Normal,Gizi Baik +M.ZAYYAN AL GIFARI,FIHATUS,6/1/2022,Sumberingin,17,105.4,L,49,0.3572,0.2254,Normal,Gizi Baik +NADIA YUNA,RETNO,11/7/2022,Sumberingin,15.6,99.4,P,43,-0.0681,0.2129,Normal,Gizi Baik +M.REALLY ZEFANO,LAILIL,6/1/2023,Sumberingin,14.5,95.2,L,37,-0.4087,-0.0064,Normal,Gizi Baik +M.JAFIAT ATTAR,SUGIATI,31/1/23,Sumberingin,13,90.4,L,37,-1.688,-0.9075,Normal,Gizi Baik +ELSANUM SHANAYA,NURIL,28/1/23,Sumberingin,11.3,83.5,P,37,-3.1771,-1.7305,Severely Stunted,Gizi Baik +ARSYAKA,ANIS,1/3/2023,Sumberingin,11.4,89.5,L,35,-1.6183,-1.8182,Normal,Gizi Baik +M.ZANYNY AL GHONI,SULISTYA,31/1/23,Sumberingin,15,95.8,L,37,-0.2488,0.2719,Normal,Gizi Baik +A.NAWWAFUL.H,LAILATUL,11/3/2023,Sumberingin,11.4,85,P,35,-2.4851,-1.4493,Stunted,Gizi Baik +PRISHA AIDA,AINUN,26/4/23,Sumberingin,11.2,86,P,34,-2.0557,-1.4874,Stunted,Gizi Baik +DAVIN AZKA,SUSIATI,14/4/23,Sumberingin,11.5,88.5,L,34,-1.7312,-1.6498,Normal,Gizi Baik +JOMANUM NAZWA,INUR ULFA,14/4/23,Sumberingin,13.9,95.6,P,34,0.5259,0.2426,Normal,Gizi Baik +ADMAR IZAN (Pindah),REZA,16/4/23,Sumberingin,14.8,94.7,L,34,-0.0147,0.4602,Normal,Gizi Baik +ALFEREL MAHERZA,SARIWARNI,3/5/2023,Sumberingin,10.7,86.5,L,33,-2.1252,-2.1629,Stunted,Gizi Kurang +DHAFIN AGUS,SRI W,11/5/2023,Sumberingin,14,94.8,L,33,0.2046,0.1016,Normal,Gizi Baik +CALVIN VINCENT S (Pindah),SAROBIATUL,13/4/23,Sumberingin,14.8,94.2,L,34,-0.1532,0.4602,Normal,Gizi Baik +SELINA AULIA P (Pindah),IMAMA,19/5/23,Sumberingin,13.9,95.1,P,33,0.5926,0.3535,Normal,Gizi Baik +KHAULA HAWA,SUUDIN,24/4/23,Sumberingin,10.5,85.5,P,34,-2.1902,-2.0278,Stunted,Gizi Kurang +ATTARAZKA FAWWAS,TOMI,10/5/2023,Sumberingin,11.3,86.4,P,33,-1.7765,-1.3028,Normal,Gizi Baik +RIZAIDAN FATA,PUTRI M,10/6/2023,Sumberingin,14,94.6,L,32,0.3487,0.2086,Normal,Gizi Baik +AYANA DWI,NURUL,5/7/2023,Sumberingin,10.5,85.5,P,31,-1.6609,-1.6833,Normal,Gizi Baik +ADMAR IZAN (Pindah),KHOIR/REZA,16/4/23,Sumberingin,13.9,96.3,L,34,0.4282,-0.0616,Normal,Gizi Baik +HUSAIN AMRAN ABQORY (Pindah),USNI/ALFITO,27/6/23,Sumberingin,13.6,92.6,L,32,-0.2208,-0.035,Normal,Gizi Baik +KATRINA KAIF,FAISSALAH/STEFANI,12/7/2023,Sumberingin,13.6,92.8,P,31,0.3792,0.4145,Normal,Gizi Baik +M.ATARAZKA ALFATIH,YAYAN/SAIDA,21/7/23,Sumberingin,11.4,83.1,L,31,-2.7646,-1.4211,Stunted,Gizi Baik +REYHAN ALBERT ALEXANDER (Pindah),ADE/HANI,24/6/23,Sumberingin,14,92,L,32,-0.3916,0.2086,Normal,Gizi Baik +M.DZAFAR DZAKY,A.HARIS/RISALAYUL,9/8/2023,Sumberingin,13.3,92.2,L,30,0.0785,0,Normal,Gizi Baik +KAIFAN DEVANO,JULIAN/ENI,5/8/2023,Sumberingin,13.3,91.2,L,30,-0.2152,0,Normal,Gizi Baik +M.ABIYAN LEGAWA,HENDRIK/HESTI,1/9/2023,Sumberingin,10.7,83.7,L,29,-2.2336,-1.7441,Stunted,Gizi Baik +M.EL FATHAN AL,M.KRISWANTO/DINA,11/10/2023,Sumberingin,13.4,89.1,L,28,-0.3984,0.3057,Normal,Gizi Baik +GENDIS ATIQO,M.YUNUS/TITIK,14/9/23,Sumberingin,10.2,86.6,P,29,-0.9478,-1.6777,Normal,Gizi Baik +SAGARA ALDEVANO,RONI/TANTI,13/11/23,Sumberingin,10.6,88,L,27,-0.5006,-1.589,Normal,Gizi Baik +RAISA ZAKIA AZ ZAHRA,HUSNIWULANSARI,17/11/23,Sumberingin,12.6,89.6,P,27,0.3895,0.3217,Normal,Gizi Baik +ALEEYA FATIMAH,DINDA/SULAIMAN,3/10/2023,Sumberingin,11,90,P,28,0.2622,-0.9126,Normal,Gizi Baik +M.ARGA RADITYA,ANDRI/DEWI K,11/10/2023,Sumberingin,13,89.1,L,28,-0.3984,0.0461,Normal,Gizi Baik +KEYSHA ZUNAIRA,M.RIDWAN/IFA,12/10/2023,Sumberingin,12,89.5,P,28,0.1165,-0.2021,Normal,Gizi Baik +ABIMANYU HAVASYA,M.RISKI/DESI,7/11/2023,Sumberingin,12.8,89.8,L,27,0.0557,0.0404,Normal,Gizi Baik +ARSHAKA,SUHENDRO/ANGGI,20/2/23,Sumberingin,12.2,87,L,36,-2.4504,-1.3431,Stunted,Gizi Baik +JIHAN NUR AMIRA,KHOTIMAH,12/5/2023,Sumberingin,14.1,93.5,P,33,0.1569,0.4638,Normal,Gizi Baik +M. Arkanza H,Agus / Marifa,23/3/23,Sumberingin,11.4,89,L,35,-1.7549,-1.8182,Normal,Gizi Baik +Arsyaka A,Anggi/Suhendro,20/2/23,Sumberingin,11.9,85.5,L,36,-2.8551,-1.551,Stunted,Gizi Baik +RAKA ZAVIAH DEWANGGA,LILIK NUR,30/1/24,Sumberingin,11.5,96,L,25,2.5764,-0.6214,Normal,Gizi Baik +HAFIZ RISKI A,RENI,6/2/2024,Sumberingin,12.4,86.5,L,24,-0.2017,0.1771,Normal,Gizi Baik +LAKSITA DIAN UTARI,ROSITA,12/2/2024,Sumberingin,10.2,87,P,24,0.3982,-0.9691,Normal,Gizi Baik +NUR FAHIMA HARTO??,NUR KHOLIDA,12/2/2024,Sumberingin,9.2,78,P,24,-2.3914,-1.8445,Stunted,Gizi Baik +AZKIYAH TSANIYAH A,NUR AFIFAH,22/2/24,Sumberingin,12.2,90.1,P,24,1.359,0.4883,Normal,Gizi Baik +SALSABILA AZZAHRA,SITI ROHMAH,29/2/24,Sumberingin,9.5,78,P,24,-2.3914,-1.5694,Stunted,Gizi Baik +M.RAYYANZA MARDOVA,YAYANG,12/4/2024,Sumberingin,11.5,84,L,22,-0.6979,-0.1904,Normal,Gizi Baik +A.ARFAN ASWANGGA,AYU FIRNANDA,19/2/24,Sumberingin,11,85,L,24,-0.6926,-0.8719,Normal,Gizi Baik +M.RAFAEZA AL HAFIZ,ISMAYULA,8/5/2024,Sumberingin,8.7,77,L,21,-2.8303,-2.5142,Stunted,Gizi Kurang +ALMAHIRA PUTRI H,NUR HAYATI,18/5/24,Sumberingin,12.6,81,P,21,-0.869,1.1847,Normal,Gizi Baik +ANANDITA KEENAN,MARTHA,8/1/2024,Sumberingin,9.2,80,P,25,-2.0103,-1.9973,Stunted,Gizi Baik +SYAUQIAH HANNA P,DEVI,20/6/24,Sumberingin,8.2,76,P,20,-2.225,-2.197,Stunted,Gizi Kurang +Gemma Nafusah,Titik Nur K/ Teguh A,29/2/24,Sumberingin,12.3,84,P,24,-0.5317,0.553,Normal,Gizi Baik +Shanaya F. R,Selfi Safitri/Abd. Manaf,6/5/2024,Sumberingin,12.2,84.6,P,21,0.3047,0.9327,Normal,Gizi Baik +M. Yusky Al Ghifari,Rahma / Cahyo,5/6/2024,Sumberingin,9.9,78.5,L,20,-2.0255,-1.2155,Stunted,Gizi Baik +Sela Octavia,Ratna Sari/Yusuf,22/6/24,Sumberingin,11.4,84.9,P,20,0.729,0.5498,Normal,Gizi Baik +Ghania Clarissa F,Indah / Shodiq,10/7/2024,Sumberingin,9,77,P,19,-1.595,-1.2291,Normal,Gizi Baik +M. Kevin Al Barra,Retno / M. Alfian,10/7/2024,Sumberingin,11.5,82.6,L,19,-0.2329,0.2825,Normal,Gizi Baik +M. Kaliandra R,Zeni/Kasianto,29/7/24,Sumberingin,8.4,74.5,L,19,-3.1727,-2.5259,Severely Stunted,Gizi Kurang +Maiza Nur Khairina,Nur Rizkiya/ Rizal,10/9/2024,Sumberingin,8.2,74.5,P,17,-1.815,-1.6736,Normal,Gizi Baik +M. Hamzah,Khilyatun Nisa / Hafid,30/8/24,Sumberingin,9.9,80,L,18,-0.8374,-0.8962,Normal,Gizi Baik +Yulia Maisya Salsabila,Ayu Indarti/Rohman,29/10/24,Sumberingin,9.3,75,P,16,-1.2902,-0.4388,Normal,Gizi Baik +M. Raffanza Alfarizky,Hendri/Fiya Mufida,24/10/24,Sumberingin,10.6,76,L,16,-1.6295,0.0662,Normal,Gizi Baik +Kenzi Pramudia,Imam / Novi,2/10/2024,Sumberingin,10.7,81.3,L,16,0.4213,0.1513,Normal,Gizi Baik +Aisyah Hanum,Choirul / Siti Aisyah,28/10/24,Sumberingin,9.6,77.5,P,16,-0.3956,-0.1784,Normal,Gizi Baik +A. Azzam Novendra,Nur Rokhim / Retno,7/11/2024,Sumberingin,10.4,75.5,L,15,-1.4409,0.0783,Normal,Gizi Baik +M. Salim Abdullah,Khoirul / Khaula,11/11/2024,Sumberingin,7.8,70,L,15,-3.6145,-2.5208,Severely Stunted,Gizi Kurang +Yumna Aira S,Happy / Mujib,9/12/2024,Sumberingin,8.2,73,P,14,-1.2599,-1.1168,Normal,Gizi Baik +Airlangga,Bayu / Devi,3/5/2024,Sumberingin,10.2,79.5,L,21,-1.9605,-1.1025,Normal,Gizi Baik +Mayra Azzahra. K,Aziza / Muklis,29/10/24,Sumberingin,11.2,77,P,16,-0.5745,1.0577,Normal,Gizi Baik +A. Lukas,Ali/Ina M.,22/7/24,Sumberingin,11.1,77.5,L,19,-2.0839,-0.0346,Stunted,Gizi Baik +M. Hamizan,Ayunda / Heri,11/7/2024,Sumberingin,13.4,81.5,L,19,-0.6322,1.6544,Normal,Gizi Baik +Cairo Athara,Rangga / Intan,20/10/24,Sumberingin,10.7,82.2,P,16,1.2863,0.6964,Normal,Gizi Baik +Anjani Riana,M. Khoiri / Nanik,4/1/2025,Sumberingin,9.1,72,P,13,-1.2236,-0.0623,Normal,Gizi Baik +Aqila Hania. P,Rizky / Indah,15/2/25,Sumberingin,8.1,72,P,12,-0.7825,-0.8199,Normal,Gizi Baik +M. Ashraf Brian. H,Afifah,7/2/2025,Sumberingin,9.6,73.5,L,12,-0.9464,-0.0456,Normal,Gizi Baik +M. Regavin. A,Afandi / Wiwik,9/3/2025,Sumberingin,8.5,75,L,11,0.198,-0.9313,Normal,Gizi Baik +Nuha Najabah,Rudi/Kholida,11/3/2025,Sumberingin,7.5,67.5,P,11,-2.091,-1.2474,Stunted,Gizi Baik +M. Alfaro. R,M. Hasan/Vivi,17/3/25,Sumberingin,10.2,73.5,L,11,-0.446,0.7392,Normal,Gizi Baik +A. Afifudin. Z,Sirojudin/Badriyah,3/3/2025,Sumberingin,7.6,67,L,11,-3.2365,-1.9457,Severely Stunted,Gizi Baik +M. Zaidan Nafis A,Eriyadi / Sriwahyuni,28/4/25,Sumberingin,7.6,66,L,10,-3.1866,-1.706,Severely Stunted,Gizi Baik +M. Bilal Baskara,Subaidah/Tohirin,22/4/25,Sumberingin,8.9,70.5,L,10,-1.2172,-0.269,Normal,Gizi Baik +Dafarel Al Farizky,Yuyun/Yanto,1/3/2025,Sumberingin,9.4,73.5,L,11,-0.446,-0.0119,Normal,Gizi Baik +M. Abil Aprilio,Andri / Dewi,10/4/2025,Sumberingin,8.3,68,L,10,-2.3113,-0.9065,Stunted,Gizi Baik +Raisa,Cahyo/Nur Rohmah,14/5/25,Sumberingin,7,66,P,9,-1.7152,-1.3386,Normal,Gizi Baik +M. Azhraf Khulaifi,Adi/Dewi Masyitoh,30/5/25,Sumberingin,8.6,69.5,L,9,-1.1005,-0.3161,Normal,Gizi Baik +M. Dirga A,Angki / Desi T,12/6/2025,Sumberingin,8.3,68,L,8,-1.1786,-0.3418,Normal,Gizi Baik +Rafisa Fatimatus,Alfa / Ernawati,18/5/25,Sumberingin,6,65.5,P,9,-1.9222,-2.6485,Normal,Gizi Kurang +Elio Zayan,Setiyono / Ayu,30/7/25,Sumberingin,8.1,64.5,L,7,-2.1485,-0.2201,Stunted,Gizi Baik +Jeslyn Zeakirana,Nanda/Seviana,2/7/2025,Sumberingin,9.2,70,P,7,1.1716,1.5088,Normal,Gizi Baik +Bayanak Guntur,Baraja / Siti Khodijah,28/5/25,Sumberingin,9.2,74.5,L,9,1.1284,0.3037,Normal,Gizi Baik +M. Faeyza Elvaro,Dimas/Putri,22/7/25,Sumberingin,6.6,66,L,7,-1.4576,-2.0719,Normal,Gizi Kurang +Abriella Khalin N,Putu/Vemi,8/8/2025,Sumberingin,7.3,65,P,6,-0.3226,0.0034,Normal,Gizi Baik +Ibrar Nur,Nur Cholis / Fauzia,3/6/2024,Sumberingin,12.5,86.5,L,20,0.8175,0.8642,Normal,Gizi Baik +Meisya Elara,Ridwan /Ifa Juliana,29/9/25,Sumberingin,5.2,59.5,P,5,-2.043,-2.3168,Stunted,Gizi Kurang +Zeanara A. R,Rizky,22/10/25,Sumberingin,6.8,61,P,4,-0.5035,0.459,Normal,Gizi Baik +M. Rayyan. N,Nur Aini,2/11/2025,Sumberingin,5.2,57.5,L,3,-1.922,-1.7084,Normal,Gizi Baik +Zefanya. O,Hartini/Usman,11/10/2025,Sumberingin,7.4,63,P,4,0.4205,1.1404,Normal,Gizi Baik +Chesa,Solihati/Jaeni,23/8/25,Sumberingin,5.6,61,P,6,-2.0875,-2.1908,Stunted,Gizi Kurang +Maisya,Solihati/Jaeni,23/8/25,Sumberingin,5.4,61,P,6,-2.0875,-2.4952,Stunted,Gizi Kurang +Nayra S. P,Putri/Surya,3/11/2025,Sumberingin,6.7,63,P,3,1.5188,1.0838,Normal,Gizi Baik +Aqila Fatimah. A,Maulidya/A. Efendi,7/11/2025,Sumberingin,5,56.5,P,3,-1.569,-1.2346,Normal,Gizi Baik +Alula Jenaira. A,Nabila/Wahyudi,29/10/25,Sumberingin,4.3,53,P,4,-4.1996,-3.2397,Severely Stunted,Gizi Buruk +Jenaira Selvara A.,Putri M/M. Agus,8/1/2026,Sumberingin,5.5,55,P,1,0.6718,2.0341,Normal,Gizi Lebih +ALMAIRA NAZLAH,ANIS,20/3/21,Kemuning,18.9,109.2,P,59,0.0647,0.3115,Normal,Gizi Baik +ADI FIRMANSYAH,KAMAMA,12/4/2021,Kemuning,18.3,110.4,L,58,0.3356,0.1203,Normal,Gizi Baik +ASKIA DIVA PUTRI,CICIK,6/7/2021,Kemuning,17.5,107.4,P,55,0.1466,0.0656,Normal,Gizi Baik +TISA OLIVIA,SITI KUMALASARI,26/7/21,Kemuning,15,108,P,55,0.2778,-1.0267,Normal,Gizi Baik +AZALEA KHALIKA,RIDA,9/9/2021,Kemuning,17.8,107.1,P,53,0.3302,0.3294,Normal,Gizi Baik +ENOLA AFRA BHUMI,RATNA,21/9/21,Kemuning,12.5,89,L,53,-3.9088,-2.4838,Severely Stunted,Gizi Kurang +GWENIA SHAQUILA,ILMIA,5/11/2021,Kemuning,16.4,101,P,51,-0.7866,-0.0916,Normal,Gizi Baik +KHAWLA AISYA,ELSA,28/4/21,Kemuning,18.7,111.2,P,58,0.6061,0.3075,Normal,Gizi Baik +ALESHA ZAFIRA,SUCI,27/11/21,Kemuning,16.7,106.4,P,51,0.4345,0.0368,Normal,Gizi Baik +ANASYA PUTRI,NUR ASUKHA,6/3/2021,Kemuning,18.3,110.8,P,59,0.4037,0.0951,Normal,Gizi Baik +NUR AISYA ELSANUM,MAHMUDA,15/12/21,Kemuning,16.9,103.5,P,50,-0.0917,0.1988,Normal,Gizi Baik +DELISA INARA C,ISTIQOMAH,18/12/21,Kemuning,16.9,106.5,P,50,0.5925,0.1988,Normal,Gizi Baik +M.REY AKBAR,ROHMATUL,11/3/2022,Kemuning,15.4,98,L,47,-1.1457,-0.3914,Normal,Gizi Baik +MAS AYU SABRINA,FITRI,2/4/2022,Kemuning,12.7,89,P,46,-2.9645,-1.6052,Stunted,Gizi Baik +AHMAD WIJAYA,DAHLIA,26/5/22,Kemuning,16.1,102.6,L,45,0.2405,0.1244,Normal,Gizi Baik +ROSALINA FEBRIANA,PUTRI Pindah,7/2/2022,Kemuning,16.9,101.9,P,48,-0.193,0.3598,Normal,Gizi Baik +TIARA ALFATUNISA,WINARSE,31/7/22,Kemuning,11.4,91.9,P,43,-1.8943,-2.219,Normal,Gizi Kurang +AHMAD SAUQI,SULIATI Pindah,3/8/2022,Kemuning,15.7,101.1,L,42,0.3149,0.182,Normal,Gizi Baik +M.NIZAM AMRULLAH,DEWI,12/6/2022,Kemuning,16.2,102.7,L,44,0.4112,0.2585,Normal,Gizi Baik +M.FAREL ALFARIZKI,AYU,27/7/22,Kemuning,13.4,91,L,43,-2.3598,-1.1832,Stunted,Gizi Baik +ARUMI NASHA,DEWI,28/7/22,Kemuning,14.7,87,P,43,-3.0874,-0.2288,Severely Stunted,Gizi Baik +M.DIKI ALFARIZI,PUTRI,31/7/22,Kemuning,12.8,92,L,43,-2.1101,-1.5563,Stunted,Gizi Baik +AURORA MISNA S,NISAK,2/10/2022,Kemuning,15.1,98.8,P,40,0.2639,0.2529,Normal,Gizi Baik +M.KRISNA FIRANA,ENI,16/10/22,Kemuning,13.8,93,L,40,-1.4501,-0.6867,Normal,Gizi Baik +SALMAN DWI A,EDI,13/11/22,Kemuning,15.4,96,L,39,-0.5226,0.2978,Normal,Gizi Baik +QUEENSA ABILA A,MUSRIFA,15/11/22,Kemuning,13.1,93.5,P,39,-0.911,-0.7391,Normal,Gizi Baik +RAHMA MIFTAHUL,FAUMI,8/12/2022,Kemuning,15.1,95.9,P,38,-0.1331,0.4519,Normal,Gizi Baik +Arrazil Ilhamil M,SHOLIHIN/INAYATUL,11/2/2022,Kemuning,11.2,87,L,48,-3.893,-3.0289,Severely Stunted,Gizi Buruk +A.ATHIF SALIM,ALFIAH,9/2/2023,Kemuning,11.4,88,L,36,-2.1807,-1.9104,Stunted,Gizi Baik +M.THEO,GITA,21/2/23,Kemuning,13.4,89.5,L,36,-1.776,-0.5626,Normal,Gizi Baik +ANNISA ROYYAH,IIS,9/3/2023,Kemuning,14.3,95.1,P,35,0.1984,0.3526,Normal,Gizi Baik +ALESHA PUTRI,LILA INAYATUL,26/4/23,Kemuning,11.8,89.5,P,34,-1.1145,-1.0585,Normal,Gizi Baik +MECCAYLA JAISHI,BUASAN/KUMIATI,13/5/23,Kemuning,11.8,87,P,33,-1.6131,-0.9475,Normal,Gizi Baik +FITRIYAN QOTRUN,TAUFIQ,21/5/23,Kemuning,14.4,94.3,P,33,0.3747,0.6255,Normal,Gizi Baik +ALVARO SHIDDIQ,SUGENG/ANA,30/7/23,Kemuning,12.8,89,L,31,-1.059,-0.4376,Normal,Gizi Baik +ADZKIYA ALFATUNNISA,EKO/NIA Pindah,22/7/23,Kemuning,13.5,92,P,31,0.1557,0.357,Normal,Gizi Baik +M.ZIO SAKHA AZAMI,MUKTI/MUFIDA,20/1/23,Kemuning,14.6,95.4,L,37,-0.3554,0.0501,Normal,Gizi Baik +AKHTAR PUTRA W,MAMIK/RIKA,10/8/2023,Kemuning,13.8,91.3,L,30,-0.1858,0.313,Normal,Gizi Baik +AYESHA FAYRA HUSNA,SULTON/LAILA,14/8/23,Kemuning,13.8,89,P,30,-0.4758,0.6482,Normal,Gizi Baik +TANISHA ALMAHIRA,SUCIPTO/ISTIQOMA,4/9/2023,Kemuning,13.9,90.2,P,29,0.0864,0.828,Normal,Gizi Baik +NIKO KURNIAWAN,SULKAN /NISAUL,10/9/2023,Kemuning,12,82,L,29,-2.7411,-0.7604,Stunted,Gizi Baik +ADINDA ALIEN NATANIA,ARIK PURWANTO/DV,6/10/2023,Kemuning,10.8,,P,28,,-1.0649,,Gizi Baik +ANANDITA SENJA D.P,AGUS/SARI,11/11/2023,Kemuning,10.8,87,P,27,-0.3794,-0.9282,Normal,Gizi Baik +REVALINA ADIBA,ADI/KUMAIDA,21/11/23,Kemuning,12.7,89.5,P,27,0.3599,0.3842,Normal,Gizi Baik +NAURA AZKIA MECCA,MUHLISONDEWI KX,5/12/2023,Kemuning,12.7,88.5,P,26,0.3165,0.5214,Normal,Gizi Baik +KHANZA HASNA SALSAB,SAMIAN/USWATUN,16/12/23,Kemuning,9.8,,P,26,,-1.6032,,Gizi Baik +GISKA YUMNA ZANITHA,SYARIFUDIN/ANIS,16/12/23,Kemuning,11.6,85,P,26,-0.7346,-0.2024,Normal,Gizi Baik +Adzmil Khoirul,WAWAN/ISA,28/12/23,Kemuning,11.6,98,L,26,2.8949,-0.6802,Normal,Gizi Baik +Celine Faradisha,Febriansah / Risa,1/10/2023,Kemuning,10,84,P,28,-1.4865,-1.7129,Normal,Gizi Baik +Damar Wahyu R,Mila/Erik,11/4/2023,Kemuning,14.7,94.5,L,34,-0.0701,0.4039,Normal,Gizi Baik +ARRASA KHALIF,RIA,11/1/2024,Kemuning,17,87,L,25,-0.3119,2.7739,Normal,Gizi Lebih +NABILA NISRINA M,LAILATUL M,20/1/24,Kemuning,9.4,79.5,P,25,-2.1628,-1.8118,Stunted,Gizi Baik +M.RAYYAN F,HAFID/FIYA,21/2/24,Kemuning,12.4,88.5,L,24,0.453,0.1771,Normal,Gizi Baik +Furaida Alea S,FUAD/FIDA,4/7/2024,Kemuning,9.6,78,P,19,-1.2569,-0.6884,Normal,Gizi Baik +Davina Raneyshia S,Rama / Aan,20/12/24,Kemuning,10.3,80.6,P,14,1.5716,0.7471,Normal,Gizi Baik +Jena,Qurrotun A,11/11/2024,Kemuning,8.7,,P,15,,-0.8106,,Gizi Baik +M. Qian,RIFA'I/ULA,28/10/24,Kemuning,8,,L,16,,-2.471,,Gizi Kurang +Gendis,,9/7/2024,Kemuning,11.1,86,P,19,1.4474,0.4942,Normal,Gizi Baik +Aditya Ata,Ina,21/1/25,Kemuning,8.7,74,L,13,-1.203,-1.1528,Normal,Gizi Baik +Annadhera,NAFIULIANI,8/4/2025,Kemuning,9.7,73,P,10,0.6153,1.0872,Normal,Gizi Baik +Adinda Azhari,ALUL/PUTRI X,2/5/2025,Kemuning,9,72.6,P,9,1.0169,0.7328,Normal,Gizi Baik +Akhmad Rayyan A,RUDI/ENI,16/5/25,Kemuning,8.6,72.7,L,9,0.326,-0.3161,Normal,Gizi Baik +Syeinala Assidqiya,SITA/HAFID,15/6/25,Kemuning,8.9,68,P,8,-0.317,0.9213,Normal,Gizi Baik +Arsila Refa C,Agung/Dian,16/7/25,Kemuning,7.6,69,P,7,0.7397,-0.0455,Normal,Gizi Baik +Natasha Azar,Alul/Putri,2/5/2025,Kemuning,8.5,71.6,P,9,0.6029,0.2685,Normal,Gizi Baik +Megumi Shinici,Saro,30/9/25,Kemuning,6.8,62.7,P,5,-0.5999,-0.1172,Normal,Gizi Baik +Mariyam Ukhra,Tiyo/Elsa,13/6/24,Kemuning,11.5,84.4,P,20,0.563,0.6192,Normal,Gizi Baik +Ceisya Listiya A,Lukman/ Sari,3/10/2025,Kemuning,5.2,60,P,4,-0.9656,-1.7049,Normal,Gizi Baik +M. Devanka Arsya A,Arifin / Yusro,4/9/2025,Kemuning,6.6,59,L,5,-3.269,-1.1559,Severely Stunted,Gizi Baik +Ghea Arneta W,Dea / Aria,12/9/2025,Kemuning,4.5,56,P,5,-3.6215,-3.5129,Severely Stunted,Gizi Buruk +M. Jauhar Aydan a,Misbah / Wulan,7/10/2025,Kemuning,5.7,61,L,4,-1.387,-1.7897,Normal,Gizi Baik +AZARINE PUTRI AFIFA,JOKO/DEWI,10/2/2021,Klurak,18.3,109.8,P,60,0.0792,0.0298,Normal,Gizi Baik +BHARA MAHADIKA,WARDOKO/SELIYA,28/3/21,Klurak,20.3,101.8,L,59,-1.6567,0.8164,Normal,Gizi Baik +DAVIN JULIANSYAH,AGUS,1/4/2021,Klurak,18.7,109.2,L,58,0.0726,0.2812,Normal,Gizi Baik +M SYABIL AL B,SAMSUL/HALIMATUS,16/5/21,Klurak,18.1,111.2,L,57,0.6366,0.1075,Normal,Gizi Baik +AURISTELA DIVA,IMRON/HESTI,17/6/21,Klurak,17.6,110,P,56,0.5902,0.0339,Normal,Gizi Baik +M.ASRAF IBRAHIM,HABIBA,16/9/21,Klurak,15.9,103.5,L,53,-0.597,-0.5951,Normal,Gizi Baik +GHAFI SAGUNA,FITASARI,8/2/2021,Klurak,19,108.9,L,60,-0.2296,0.2622,Normal,Gizi Baik +JAZILUL FAWAID,HIKMA,1/2/2022,Klurak,16.7,102.5,L,48,-0.1973,0.1663,Normal,Gizi Baik +ASYALLU SALSABILA,YULIATI,19/11/22,Klurak,11.3,90.8,P,39,-1.5965,-1.9281,Normal,Gizi Baik +ACHMAD ARKHANA,NISAK,11/12/2022,Klurak,11.2,85.4,L,38,-3.1533,-2.2369,Severely Stunted,Gizi Kurang +M.ARKANA MELFIANO,FENDI/NURUL,1/2/2023,Klurak,11.9,89.5,L,36,-1.776,-1.551,Normal,Gizi Baik +ADZKIYA HAFSAH Q,YUDA/AYU,3/2/2023,Klurak,11.4,88.7,L,36,-1.9918,-1.9104,Normal,Gizi Baik +M.DIKA HIDAYATULLAH,ULUM/FIRA,5/2/2023,Klurak,14,95,L,36,-0.2923,-0.1999,Normal,Gizi Baik +M.ARKANZA HAFIDZ. R,AGUS/MA'RIFATUN,5/2/2023,Klurak,14.5,94.7,L,36,-0.3732,0.0899,Normal,Gizi Baik +ARHAN ALI YAFI,CITRA/ARIF,4/7/2023,Klurak,11.9,86.2,L,31,-1.8684,-1.056,Normal,Gizi Baik +NABILA HANNA A,FEBRI/FITASARI,8/8/2023,Klurak,11.1,91.2,P,30,0.1474,-1.096,Normal,Gizi Baik +ABRIZAM KHALIF D,HARIANTO/ANIE,10/8/2023,Klurak,14,92.4,L,30,0.1372,0.4349,Normal,Gizi Baik +AFWA HANNA SHANUM,AGUS/PURWANTI,29/7/23,Klurak,13.3,92.5,P,31,0.2954,0.2402,Normal,Gizi Baik +KEYSHA OKTAVIA,AGUS/WIDYA,13/10/23,Klurak,13.3,90.4,P,28,0.3788,0.6139,Normal,Gizi Baik +ARUMI ZEA ANANDA,SITI MARYAMA,9/2/2024,Klurak,9.5,83,P,24,-0.8416,-1.5694,Normal,Gizi Baik +M.RAYYANZA MALIK,YULIATIN,28/3/24,Klurak,10.9,86,L,23,-0.3142,-0.8103,Normal,Gizi Baik +M.BHADRIKA ARJUNA,ELI RUSDIANA,21/4/24,Klurak,13.8,87,L,22,0.3245,1.4208,Normal,Gizi Baik +EVERINE KYARA,ICA BUDIARTI,26/4/24,Klurak,11.9,87.6,P,22,0.9602,0.586,Normal,Gizi Baik +Luna Danisa H,EKA SETIA MURNI,7/9/2024,Klurak,9.1,80,P,17,0.1155,-0.7945,Normal,Gizi Baik +Affaz Zyn Arrafif,NOVI,14/9/24,Klurak,9.4,77.9,L,17,-1.2682,-1.1939,Normal,Gizi Baik +M. Rayyan A,SARI,7/11/2024,Klurak,10.8,80.4,L,15,0.4957,0.4215,Normal,Gizi Baik +Sabrina. A,Agung / Ajeng,24/10/24,Klurak,8.6,74.3,P,16,-1.5407,-1.0897,Normal,Gizi Baik +Sagara,Sutikno/Nuril,18/2/25,Klurak,8.4,74.4,L,12,-0.5676,-1.2622,Normal,Gizi Baik +A. Elvano Alfarizki,Arifin / Aulia,10/2/2025,Klurak,9.8,76.6,L,12,0.3582,0.1432,Normal,Gizi Baik +Devandra P,Purhadi / Dayana,26/4/25,Klurak,8.4,75,L,10,0.7522,-0.7973,Normal,Gizi Baik +Azura Mei L,Aris/Yustin Alima,1/5/2025,Klurak,8.7,72.5,P,9,0.9755,0.4579,Normal,Gizi Baik +M. Devandra Al F,Bagus / Linda,4/11/2025,Klurak,6.5,63,L,3,0.7684,0.1643,Normal,Gizi Baik +MARVELINO HIDAYAT,Taufiq-Riko,19/12/25,Klurak,5.5,60,L,2,0.7874,-0.0984,Normal,Gizi Baik +BERLIAN NIHLAH,FUAD/BASYIROH,13/4/23,Krian,11.3,86.4,P,34,-1.9481,-1.4139,Normal,Gizi Baik +????? ALFARIZKI S,ZENI,16/2/24,Krian,14.9,89,L,24,0.6166,1.7821,Normal,Gizi Baik +KINARA AZKIA,RINA,7/3/2024,Krian,12.7,85,P,23,-0.1639,0.9501,Normal,Gizi Baik +DAFINA PUTRI YUMNA,IDA,3/4/2024,Krian,12.1,83,P,22,-0.5141,0.7178,Normal,Gizi Baik +AzhvanZayid,ANI,19/6/24,Krian,10.6,82,L,20,-0.7817,-0.6066,Normal,Gizi Baik +Ibra Alfares,KURNIA,9/8/2024,Krian,11.3,81.6,L,18,-0.2442,0.2925,Normal,Gizi Baik +Adibah Khodijah,INDAH,30/8/24,Krian,9,78,P,18,-0.9325,-1.0597,Normal,Gizi Baik +M. Arsya,WIDYA,1/10/2024,Krian,10.6,79,L,16,-0.4687,0.0662,Normal,Gizi Baik +Sabrina Alleyah,AJENG,24/10/24,Krian,10.6,82,P,16,1.2147,0.6216,Normal,Gizi Baik +Adzkiya Luna,SULIS,2/12/2024,Krian,9.4,76.8,P,14,0.1558,0.0113,Normal,Gizi Baik +Aisyah Zahira,Mia / Rudi,30/9/25,Krian,7.1,64.6,P,5,0.257,0.2344,Normal,Gizi Baik +Nadira elfa S.,IBU,8/12/2025,Krian,5.2,56.9,P,2,-0.0822,0.107,Normal,Gizi Baik +Luna Anggraini,BAPAK,25/10/25,Krian,6.3,62.9,P,4,0.3743,-0.1568,Normal,Gizi Baik +Azmi,Soleh/winda,27/3/23,Krian,14.2,96.1,L,35,0.1848,0.0154,Normal,Gizi Baik +AFIKA FALENCIA,NINIK,5/2/2021,Jatikunci,19.2,111.2,P,60,0.3735,0.3505,Normal,Gizi Baik +HELGA RESYALI,WINDA,16/2/21,Jatikunci,19.1,109.2,P,60,-0.0469,0.3159,Normal,Gizi Baik +M.DANIS FARA,ARIK,14/10/21,Jatikunci,17.5,105.5,L,52,-0.0137,0.2165,Normal,Gizi Baik +KHAVIN ARDANA ADI,SULIHAH,12/11/2021,Jatikunci,14.6,96,L,51,-2.0915,-1.1159,Stunted,Gizi Baik +SAREZA AHMAD,MAULIDA,25/2/22,Jatikunci,17.7,115,L,48,2.7832,0.6196,Normal,Gizi Baik +M.YUSUF AL QARANI,WULIAH,12/8/2022,Jatikunci,12.3,87,L,42,-3.2412,-1.8004,Severely Stunted,Gizi Baik +NADIRA PUTRI H,MUFIDAH,12/6/2022,Jatikunci,10.4,87,P,44,-3.208,-3.0626,Severely Stunted,Gizi Buruk +TAVISHA REVALINA,TITI D,12/21/2022,Jatikunci,12.4,94,P,38,-0.6208,-1.0759,Normal,Gizi Baik +M. Yusuf Alqarni,WULIAH,12/8/2022,Jatikunci,15.6,99,L,42,-0.2147,0.1307,Normal,Gizi Baik +HAIKAL,DAMULIK,8/10/2023,Jatikunci,12.9,95,L,28,1.3933,-0.0201,Normal,Gizi Baik +M.ESHAL ZADAN R.,ERIKA,15/7/23,Jatikunci,14,92.9,L,31,0.0685,0.3195,Normal,Gizi Baik +M.IRSYADUL IBAD,WILIYATI,5/16/2023,Jatikunci,10.6,88,L,33,-1.7042,-2.2426,Normal,Gizi Kurang +M.RADITYA,PUJI,5/22/2023,Jatikunci,12.6,92,L,33,-0.5814,-0.7818,Normal,Gizi Baik +M.KHOIRUN NIZAM,CICI ISTIADAH,20/5/23,Jatikunci,12.1,90,L,33,-1.1428,-1.1228,Normal,Gizi Baik +M.FATHAN RAYANZA,CICI/FARHAN,30/8/23,Jatikunci,13.6,91.3,L,30,-0.1858,0.1892,Normal,Gizi Baik +M.GIBRAN A,HENIK,5/1/2024,Jatikunci,13.1,89.8,L,25,0.5867,0.5129,Normal,Gizi Baik +DERRICK ITO R,FENIWINDA,29/1/24,Jatikunci,10.6,83,L,25,-1.5957,-1.3325,Normal,Gizi Baik +NADIVA ARSYILA S,SULASTRI,27/1/24,Jatikunci,10.2,82,P,25,-1.4002,-1.1183,Normal,Gizi Baik +M.RAFASYA E,NURIL ARISKA,4/17/2024,Jatikunci,15.8,110,L,22,,2.6162,,Gizi Lebih +M.GHAFI A,PUTRI YULI/SLAMET,5/4/2024,Jatikunci,12.3,87.9,L,22,0.6313,0.404,Normal,Gizi Baik +M. Elvano Alfarizqi,ROFIATUL/SUMARNO,12/7/2024,Jatikunci,11.6,90,L,19,2.4528,0.3601,Normal,Gizi Baik +Hanna Azzahra,IMRON/DEWI,11/6/2024,Jatikunci,8.5,82,P,20,-0.2335,-1.8851,Normal,Gizi Baik +Bachtiar Ahmad A,RATNA,7/10/2024,Jatikunci,10,82,L,16,0.6921,-0.4611,Normal,Gizi Baik +M. Arrayan Meilano,Susiati/Sodikin,29/5/25,Jatikunci,8.15,71,L,9,-0.4318,-0.8072,Normal,Gizi Baik +M. Ibrahim Alfarizqi,Ema/M. Adi S,2/6/2025,Jatikunci,7.2,68,L,8,-1.1786,-1.6339,Normal,Gizi Baik +Aisyah R?zk?ya,Silvia /Sukron,23/7/25,Jatikunci,5.9,64,P,7,-1.4198,-2.1534,Normal,Gizi Kurang +M.HAIDAR,RUHAYATI,8/1/2022,Kaliputih,17,103,L,49,-0.21,0.2254,Normal,Gizi Baik +M.GENTA,FRISKA,19/3/22,Kaliputih,14.6,106,L,47,0.7789,-0.815,Normal,Gizi Baik +RAEHEL MUMTAZA,SRI WAHYUNI,31/1/22,Kaliputih,17,105.2,L,49,0.3099,0.2254,Normal,Gizi Baik +MARYAM FRISLY ASSAHIDI,SYAFIATUL,10/3/2022,Kaliputih,14.4,95,P,47,-1.6719,-0.7245,Normal,Gizi Baik +AJRIL ALVIAN,SOLATIL,13/5/22,Kaliputih,14.9,105,L,45,0.8286,-0.4925,Normal,Gizi Baik +M.LINGGA ADLY,WIDIAWATI,22/6/22,Kaliputih,15.7,99.3,L,44,-0.4297,0.0087,Normal,Gizi Baik +M.AZHRIL AMMAR,INDI/AGUNG,12/4/2022,Kaliputih,13.6,99,L,46,-0.7752,-1.3048,Normal,Gizi Baik +AUDYA WIDIANTI,RENA,25/7/22,Kaliputih,15.6,100.1,P,43,0.1024,0.2129,Normal,Gizi Baik +DELISA THARA,YANURO,26/7/22,Kaliputih,11.6,89,P,43,-2.6004,-2.0774,Stunted,Gizi Kurang +????NIA AQIILA,NANING,27/7/22,Kaliputih,15.9,100.6,P,43,0.2241,0.3526,Normal,Gizi Baik +RAISA QONITANIA,RULIATI,30/5/22,Kaliputih,15.9,102.7,P,45,0.4241,0.1749,Normal,Gizi Baik +OKTAVINA ARETHA,DARIYATI,12/10/2022,Kaliputih,15.8,97.8,P,40,0.0127,0.5897,Normal,Gizi Baik +RAFINDRA ASTARA S,dinda,29/12/22,Kaliputih,15.3,97.1,L,38,-0.0724,0.3385,Normal,Gizi Baik +XAQUEL DIRGANTARA,SOFI,3/8/2022,Kaliputih,15.2,99.5,L,42,-0.0886,-0.0783,Normal,Gizi Baik +SABIRA WAFIKA LIANZA,YANI,30/7/22,Kaliputih,15.7,98.7,P,43,-0.2385,0.2598,Normal,Gizi Baik +VIONATHAN DEVANDRA,ERLI,6/11/2022,Kaliputih,15.5,96.8,P,39,-0.0732,0.5466,Normal,Gizi Baik +RAYYANZA BIMA P,NUR WAHYUNI,5/11/2022,Kaliputih,13.2,90.1,L,39,-2.0587,-0.9625,Stunted,Gizi Baik +LAKSAMANA DAFA ALTAF,KOMARIA,28/8/22,Kaliputih,15.6,101.6,L,42,0.441,0.1307,Normal,Gizi Baik +ERINA SALSABILA,MASLIA,15/10/22,Kaliputih,15.1,97.2,P,40,-0.138,0.2529,Normal,Gizi Baik +ANGGUN PUSPITASARI,DALIAMAH,17/12/22,Kaliputih,14.9,97.9,P,38,0.3802,0.3516,Normal,Gizi Baik +RICHO ALDIANSYAH,ASMAUL,24/12/22,Kaliputih,11.4,92,L,38,-1.4153,-2.0891,Normal,Gizi Kurang +RAYYANSA NOVIAN P,WIWIK,24/12/22,Kaliputih,18.1,101,L,38,0.9546,1.7006,Normal,Gizi Baik +WAFI BAGUS,PUTRI,4/6/2022,Kaliputih,15.2,100,L,44,-0.2566,-0.2499,Normal,Gizi Baik +SEPTIANDA MIKO,RIKA,16/9/22,Kaliputih,16.9,94.5,L,41,-1.2094,0.8627,Normal,Gizi Baik +NUSAIBAH NUR,MARSUTIN,20/11/22,Kaliputih,21.3,105,P,39,2.0086,2.7925,Normal,Gizi Lebih +FARANNISA ZAHRA A,NOVITASARI,17/1/23,Kaliputih,15.2,97.5,P,37,0.4569,0.6043,Normal,Gizi Baik +PUTRI FEBRIANA ISLAMIYAH,NURUL FADILAH,22/2/23,Kaliputih,10,86,P,36,-2.3771,-2.6574,Stunted,Gizi Kurang +ACHMAD SYAFIUL M,HIKMA,20/3/23,Kaliputih,14.3,95.8,L,35,0.1028,0.0736,Normal,Gizi Baik +ADZKYA YASMIN A,IFANA,16/3/23,Kaliputih,13.4,95,P,35,0.1718,-0.151,Normal,Gizi Baik +EZRA A,INGGITA,4/4/2023,Kaliputih,14.3,96.6,P,34,0.7948,0.4612,Normal,Gizi Baik +DEVANKA REZQIANO,DEVI,22/5/23,Kaliputih,14.5,94.4,L,33,0.0923,0.3947,Normal,Gizi Baik +RANIA ELIZA MISBAH,ISABELLA,3/1/2023,Kaliputih,11.8,89,P,37,-1.7495,-1.3755,Normal,Gizi Baik +ELSHANUM SHERISH,LAILATUL,27/6/23,Kaliputih,14.3,94.1,P,32,0.5266,0.6857,Normal,Gizi Baik +DELISHA RIZKINAYA AISYAH,ALFIATUR/ROSITA,10/7/2023,Kaliputih,13.5,95,P,31,0.9941,0.357,Normal,Gizi Baik +M.ALVARO WILDANSYAH,FATIMATUZZAHRO,6/8/2023,Kaliputih,11.6,88,L,30,-1.1549,-1.1643,Normal,Gizi Baik +ELFANI AFLAH AGUSTIAN,NURUL HIDAYATI,27/8/23,Kaliputih,13.2,92.4,L,30,0.1372,-0.0641,Normal,Gizi Baik +BERLIANA ALUNA DWI A,TIKA,17/8/23,Kaliputih,15.2,91,P,30,0.0907,1.3853,Normal,Gizi Baik +M.ARKANZA SAPUTRA,SRI WAHYUNI,14/4/23,Kaliputih,12,86.5,L,34,-2.2849,-1.2916,Stunted,Gizi Baik +BILAL ATTAQI,DWI YAN NUR S.,7/8/2023,Kaliputih,13,88,L,30,-1.1549,-0.1938,Normal,Gizi Baik +NAZRIEL FARZAN WIJAYA,DEWI AINUN,15/8/23,Kaliputih,13.2,90.4,L,30,-0.4501,-0.0641,Normal,Gizi Baik +M.GIBRAN NARAYANZA,MUHIBBATUL MILLA,9/9/2023,Kaliputih,9.4,85,L,29,-1.8456,-2.8605,Normal,Gizi Kurang +M.ATTARAZKA AJI,AYU APRILIA ANGGI,29/9/23,Kaliputih,13.5,92.9,L,29,0.5126,0.2454,Normal,Gizi Baik +YASMIN NAFEEZA,KUMROTIN,12/11/2023,Kaliputih,13.6,88.5,P,27,0.0642,0.9196,Normal,Gizi Baik +M.ZAIDAN AL GHIFARI,INDI RAHMALIA,6/12/2023,Kaliputih,10.6,90,L,26,0.3758,-1.4634,Normal,Gizi Baik +KHALISA ARSY KHUMAIRA,USWATUN,9/12/2023,Kaliputih,8.8,78,P,26,-2.8367,-2.5352,Stunted,Gizi Kurang +RAHILDA VANIA PUTRI,DEWI PUTRI,19/9/23,Kaliputih,11.5,89.5,P,29,-0.1147,-0.678,Normal,Gizi Baik +ZANUBA ZAHIRA ANSORI,KIKI NOVITA,12/1/2024,Kaliputih,12.5,85,P,25,-0.4851,0.5368,Normal,Gizi Baik +BIMA ZYANDRA TRI W,NOVI,16/1/24,Kaliputih,12.9,89,L,25,0.3299,0.3791,Normal,Gizi Baik +RANIAH GENDIS,MARINA,28/2/24,Kaliputih,12.7,87.3,P,24,0.4912,0.8049,Normal,Gizi Baik +SAFEEA AUDRY R,WIJI,19/3/24,Kaliputih,12.9,86.6,P,23,0.3402,1.0718,Normal,Gizi Baik +CLARITA RIZKI R,ERNAWANI,21/4/24,Kaliputih,12.5,85.4,P,22,0.2551,0.9733,Normal,Gizi Baik +GADISA FAWAZIA,NURUL,16/3/24,Kaliputih,12.2,88,P,23,0.7814,0.6346,Normal,Gizi Baik +KENZIE ALVARO DEVANKA,DEWI,3/6/2024,Kaliputih,8.2,74,L,20,-3.6247,-2.8926,Severely Stunted,Gizi Kurang +IBRAR NUR IKHSANUL F,FAUZIAH,3/6/2024,Kaliputih,12,84.6,L,20,0.1423,0.4998,Normal,Gizi Baik +M. Gibran Alfarizki,SANTI/EFAN,3/7/2024,Kaliputih,8,78,L,19,-1.9024,-2.9609,Normal,Gizi Kurang +Afsyena Zhea A,VERIS/AMITA,30/9/24,Kaliputih,8.2,73,P,17,-2.3415,-1.6736,Stunted,Gizi Baik +Shabira Nala N,SINTA/SHODIQ,18/10/24,Kaliputih,8,75,P,16,-1.2902,-1.7025,Normal,Gizi Baik +Emran Tasbiha,HAYYU/DIYAH,25/10/24,Kaliputih,9.3,76,P,16,-0.9324,-0.4388,Normal,Gizi Baik +Mayra Azzahra K,SITI AZIZAH / MUCHLIS,29/10/24,Kaliputih,10.5,81.2,P,16,0.9285,0.5459,Normal,Gizi Baik +M. Arsha Alfarizki,LAILATUL/ SOBAH,29/10/24,Kaliputih,7.9,75,L,16,-2.0164,-2.5838,Stunted,Gizi Kurang +Aisyah Hanum,SITI AISYAH / KHOIRUL,29/10/24,Kaliputih,9.3,76,P,16,-0.9324,-0.4388,Normal,Gizi Baik +M. Eza Abizar Rizki,Sri Wahyuni/ Heru,1/11/2024,Kaliputih,10.7,78.2,L,15,-0.3738,0.3369,Normal,Gizi Baik +Nadira Khairin Azkira,Dina / Ahya Udin,6/12/2024,Kaliputih,7.7,72,P,14,-1.6325,-1.6483,Normal,Gizi Baik +Danesha Emilya Jessany,Tutut/Joyo,20/12/24,Kaliputih,10.3,74,P,14,-0.8874,0.7471,Normal,Gizi Baik +Alleiya Queenatha A,Lisa / Roy,29/12/24,Kaliputih,10.5,77.6,P,14,0.4539,0.8999,Normal,Gizi Baik +Sae Andamar Prasetya,Khusnul/Imron,18/1/25,Kaliputih,9.5,73,L,13,-1.6152,-0.3531,Normal,Gizi Baik +Abdullah Yafiq B,Habiba / Masduki,15/2/25,Kaliputih,7.8,71,L,12,-1.9985,-1.9329,Normal,Gizi Baik +Selina Azura Fradea,Asmaul/ Nanang,17/2/25,Kaliputih,11.5,76,P,12,0.7709,1.9941,Normal,Gizi Baik +Arum Bunga Prameswari,Kholifah / Khumaidi,23/2/25,Kaliputih,8.4,70,P,12,-1.5592,-0.5185,Normal,Gizi Baik +Savero Pradipta,Kasiana/Suwondo,14/6/25,Kaliputih,6.8,67,L,8,-1.632,-2.1481,Normal,Gizi Kurang +Maulana Abqar Rizki,Ifrotin/Susanto,20/7/25,Kaliputih,7.4,64,L,7,-2.3788,-1.0427,Stunted,Gizi Baik +Kenzio Alfarizki,Silvy/Hermanto,5/8/2025,Kaliputih,7.5,64,L,6,-1.693,-0.5116,Normal,Gizi Baik +Aurora Zefalin,Lailatus / Soni,7/8/2025,Kaliputih,6.6,64,P,6,-0.7638,-0.8258,Normal,Gizi Baik +Arrayyan Purnama,Lely / Agung,21/9/25,Kaliputih,5.1,62,L,5,-1.8482,-3.4007,Normal,Gizi Buruk +Wilona Almeira,Alinsiya / Alfin,21/9/25,Kaliputih,7.2,63,P,5,-0.4646,0.3482,Normal,Gizi Baik +M. William Yudistira,Wiwik / Feby,8/9/2025,Kaliputih,7.2,64,L,5,-0.9011,-0.3799,Normal,Gizi Baik +M. Alfin Ghifari,Aurotul / Joko,2/2/2025,Kaliputih,9.6,76.8,L,12,0.4424,-0.0456,Normal,Gizi Baik +Raka Ilham Saputra,Astutik / Darim,10/6/2025,Kaliputih,5.8,56,L,8,,-3.5634,,Gizi Buruk +Kanza Arumi Qonita ,Ririn/feri,10/11/2025,Kaliputih,5.1,57,P,3,-1.3315,-1.0786,Normal,Gizi Baik +Livia Anindita R,Masruroh/sukad,30/11/2025,Kaliputih,4.3,54,P,3,-2.7566,-2.4187,Stunted,Gizi Kurang +M.Nattan Alfaris,Taslimah/yudi,10/6/2025,Kaliputih,6.7,65,L,8,-2.5388,-2.2809,Stunted,Gizi Kurang +Erzhan Raka prasetya,kharisma/Rag?l,15/1/26,Kaliputih,3.3,51,L,1,-1.9133,-2.1898,Normal,Gizi Kurang +Kaysan Ryu Agastya,M.khoiron/Friska,24/1/2026,Kaliputih,3,50,L,1,-2.4271,-2.8461,Stunted,Gizi Kurang +M. ELZIO ABRORI,RISA UMAMI,28/08/2023,MUMBULSARI,10.8,77,L,29,-4.2336,-1.6641,Severely Stunted,Gizi Baik +M. ZIDAN ALFATAN,FINA SAFERA,16/09/2023,MUMBULSARI,11.3,70,L,28,,-1.1581,,Gizi Baik +CAHAYA ALINA SUTIHA,SITI FATIMA R,8/1/2024,MUMBULSARI,8.7,78,P,24,-2.3914,-2.3298,Stunted,Gizi Kurang +ALIF ALFARISKI,SULASTRI,5/3/2021,MUMBULSARI,12.5,93,L,58,-3.4788,-2.7998,Severely Stunted,Gizi Kurang +M.ARKA DWI RAIGA AL .F,RENDI,22/07/2022,MUMBULSARI,13.1,91,L,42,-2.2324,-1.2843,Stunted,Gizi Baik +ANGGA,UMI KULSUM/M.DOFIR,11/5/2021,MUMBULSARI,14.7,97,L,56,-2.3993,-1.4085,Stunted,Gizi Baik +ADIBA HASNA KAMILA,UMI KULSUM/M.DOFIR,18/01/2023,MUMBULSARI,9.4,82,P,36,-3.4276,-3.1943,Severely Stunted,Gizi Buruk +M. AIZAR AL-GHOFARI,GHOFUR/TRIYA,30/09/2021,MUMBULSARI,12.5,96,L,52,-2.2018,-2.417,Stunted,Gizi Kurang +AHMAD JUNIAR REZA,SUMIATI/ABD.SALAM,5/6/2021,MUMBULSARI,12.5,97,L,55,-2.2955,-2.6137,Stunted,Gizi Kurang +ARUMI ZIAN FIRMAN,ANI H/FARUK,10/9/2021,MUMBULSARI,12.1,95,P,52,-2.253,-2.4406,Stunted,Gizi Kurang +AISYATUL MASRUROH,LEMAN,21/02/2022,MUMBULSARI,12.3,90,P,47,-2.8433,-1.9367,Stunted,Gizi Baik +DEWI JIHAN,EKA W/ABDURRAHMAN,4/9/2022,MUMBULSARI,12.4,88,P,40,-2.4488,-1.2701,Stunted,Gizi Baik +KENZI SYAFIQ,ST.FATIMAH/SAMHARI,2/2/2024,MUMBULSARI,9.6,79,L,23,-2.6513,-1.9288,Stunted,Gizi Baik +BY NY AMINATUS SA\'DIYAH,AMINATUS SA'DIYAH,4/12/2025,MUMBULSARI,1.6,44,P,1,-4.9571,,Severely Stunted, +MUHAMMAD FATAN RAMADHANI,RENA,16/03/2025,MUMBULSARI,9.2,66,L,10,-3.1866,0.0351,Severely Stunted,Gizi Baik +WAIL AHMAD FATIH,ainun,29/03/2025,MUMBULSARI,9.2,65,L,10,-3.6243,0.0351,Severely Stunted,Gizi Baik +DWI NATASYA PUTRI,,3/2/2024,MUMBULSARI,9.3,,P,23,,-1.5965,,Gizi Baik +MUHAMMAD SHAKA,A.ZIZI / MUFIDA,19/03/2024,MUMBULSARI,9.5,,L,22,,-1.8796,,Gizi Baik +Zafira Azizatul,Sri Wahyuni,8/5/2021,SUCO,11.7,95,P,56,-2.663,-2.9807,Stunted,Gizi Kurang +Moch. Fatta Bilah,Lutfiah,7/6/2021,SUCO,14.1,93,L,55,-3.194,-1.6661,Severely Stunted,Gizi Baik +Alula Farzana,Alifiatus,8/10/2021,SUCO,12.4,94,P,51,-2.3693,-2.1762,Stunted,Gizi Kurang +MIKAILA,M. RAMADHAN,19/06/2023,SUCO,10.7,83,P,31,-2.3596,-1.5245,Stunted,Gizi Baik +SITI HANIFAH,ABD LATIF,23/06/2023,SUCO,10.3,82,P,31,-2.6391,-1.8462,Stunted,Gizi Baik +M FARZAN,SITI RULAI,24/06/2023,SUCO,9.9,81,L,31,-3.3717,-2.6264,Severely Stunted,Gizi Kurang +Nailatul Nurizati,St Hafida,23/02/2021,SUCO,14.5,98,P,59,-2.3085,-1.5412,Stunted,Gizi Baik +MUHAMMAD DAFIAL FARISI,PURWADI,22/10/2023,SUCO,10,82,L,27,-2.3552,-2.0943,Stunted,Gizi Kurang +RAINA SYAKILA,M RENATA,30/04/2023,SUCO,8,84,P,33,-2.43,-4.3175,Stunted,Gizi Buruk +ARINI LIAT MAINAQOLBI,RENI FEBRIYANTI,25/09/2022,SUCO,10.2,87,P,40,-2.6999,-2.8797,Stunted,Gizi Kurang +M FAREL SULTAN,INDAH,8/12/2022,SUCO,13.4,86,L,37,-2.8606,-0.6567,Stunted,Gizi Baik +FAJAR,ANDI,11/5/2023,SUCO,12.3,80,L,32,-3.8086,-0.8819,Severely Stunted,Gizi Baik +RANIA,YULIATUL,18/01/2024,SUCO,7.7,75,P,24,-3.3212,-3.4184,Severely Stunted,Gizi Buruk +ALBI,ROFI,29/01/2024,SUCO,8.4,75,L,24,-3.9658,-3.2396,Severely Stunted,Gizi Buruk +INAN,SITI MAIMUNA,20/01/2024,SUCO,9.1,73,L,24,-4.6204,-2.5359,Severely Stunted,Gizi Kurang +ILYAS,ILATUR,1/3/2024,SUCO,9.2,79,L,22,-2.4019,-2.1634,Stunted,Gizi Kurang +WILDA NAJIA,ITA,16/11/2021,SUCO,13.2,93,P,50,-2.4864,-1.6181,Stunted,Gizi Baik +M. FATAN AWWABIN,SALSABIL,27/08/2022,SUCO,10,90,L,41,-2.3561,-3.4371,Stunted,Gizi Buruk +ALI HASAN,HALIMATUS,16/01/2023,SUCO,10.7,88,L,36,-2.1807,-2.443,Stunted,Gizi Kurang +RAFKA,SINTA,2/6/2021,SUCO,10.7,95,L,55,-2.7447,-3.8601,Stunted,Gizi Buruk +M. AFRAKA JULIAN,HALIS,13/07/2022,SUCO,15.5,91,L,42,-2.2324,0.079,Stunted,Gizi Baik +SELLA SALSABILA,LUTFIAH,20/09/2022,SUCO,10.9,88,P,40,-2.4488,-2.3212,Stunted,Gizi Kurang +DAVIN,SITI MAISUN,19/02/2024,SUCO,8.2,74,L,23,-4.3207,-3.3187,Severely Stunted,Gizi Buruk +FALAN RADITYA,A. ZAENI,7/2/2022,SUCO,13.3,94,L,47,-2.108,-1.5615,Stunted,Gizi Baik +A. SAID AL AZMI,ZUMROTUL,18/04/2021,SUCO,12,96,L,57,-2.7229,-3.0621,Stunted,Gizi Buruk +NAYLA ANAMI,FARIDATUL,9/11/2021,SUCO,11.9,94,P,50,-2.2583,-2.4269,Stunted,Gizi Kurang +M ANAM ALI TORIQ,HALIM,12/1/2021,LAMPEJI,15,100,L,60,-2.1502,-1.5086,Stunted,Gizi Baik +ABYAN ZAKI PRADANA,MARISA,9/1/2022,LAMPEJI,10,83.5,L,48,-4.7275,-3.9619,Severely Stunted,Gizi Buruk +M DIMAS,HOYRIYAH,6/7/2023,LAMPEJI,7.8,79,L,30,-3.7979,-4.5822,Severely Stunted,Gizi Buruk +ZAHRA KHOIRONISA,TAUFIQ/SRIYATI,24/05/2025,LAMPEJI,6.1,61,P,8,-3.2769,-2.2107,Severely Stunted,Gizi Kurang +ALISA,ULUNG,11/4/2024,LAMPEJI,8,73,P,21,-3.4773,-2.5822,Severely Stunted,Gizi Kurang +ALIKA RAHMA,AHMAD SOLEHAN/SUCIK,22/06/2025,LAMPEJI,6.3,60,P,7,-3.1474,-1.602,Severely Stunted,Gizi Baik +SYAFA ROSYIDAH,maryatul,24/11/2021,LAMPEJI,12.2,93,P,50,-2.4864,-2.2301,Stunted,Gizi Kurang +LUZIO MAHANDRA,RAUDATUL,24/02/2023,LAMPEJI,10.2,85,L,35,-2.8476,-2.7568,Stunted,Gizi Kurang +RESTI PUTRI HUMAIROH,NURHASANAH,19/02/2024,LAMPEJI,10.2,79,L,23,-2.6513,-1.3947,Stunted,Gizi Baik +MUHAMMAD REGA SEPTIAN,AINIATUL,28/03/2023,LAMPEJI,12.2,86,L,34,-2.4234,-1.1527,Stunted,Gizi Baik +BY LINDA,lukman hakim/linda,17/08/2025,LAMPEJI,5,56,P,5,-3.6215,-2.6406,Severely Stunted,Gizi Kurang +ZENIA SAFA NABILA,IIN,8/2/2022,LAMPEJI,11.1,89,P,47,-3.0776,-2.7612,Severely Stunted,Gizi Kurang +ADIBA KHANZA FEBRIANA,rofiyanto/hanifah,19/02/2025,LAMPEJI,7.8,66,P,11,-2.6861,-0.9192,Stunted,Gizi Baik +AIRIN,AINUN,28/03/2023,LAMPEJI,9.6,81,L,34,-3.8076,-3.1801,Severely Stunted,Gizi Buruk +AIRIN FATANIA AL ISBAH,IFAN/LINA,28/02/2023,LAMPEJI,9.7,83,P,35,-3.0165,-2.8149,Severely Stunted,Gizi Kurang +M.GIBRAN,Zainul/Della hoiriyah,27/07/2022,LAMPEJI,10.9,88.1,L,42,-2.9637,-2.7984,Stunted,Gizi Kurang +ILHAM,DESI,13/07/2023,TAMANSARI,12.3,84,L,30,-2.3296,-0.6646,Stunted,Gizi Baik +SOFYAN,NUR HOTIMAH,10/1/2024,TAMANSARI,9,80,L,24,-2.3292,-2.633,Stunted,Gizi Kurang +ANGGA,ERFIN,27/11/2021,TAMANSARI,13,95.1,L,50,-2.1902,-1.965,Stunted,Gizi Baik +SITI ARIFA,HENIYAWATI,16/04/2023,TAMANSARI,12.7,84.6,P,33,-2.2666,-0.3553,Stunted,Gizi Baik +NAILA EVI,EVI TAMALA,29/06/2023,TAMANSARI,12.1,83.2,P,31,-2.3037,-0.5123,Stunted,Gizi Baik +AINUN,MUHAMMAD,30/07/2022,TAMANSARI,9.6,79.3,P,42,-4.8563,-3.5775,Severely Stunted,Gizi Buruk +SINTA,LUTFIATUL,26/01/2023,TAMANSARI,10.6,81.2,P,36,-3.6377,-2.1614,Severely Stunted,Gizi Kurang +M RIZAL,BABUN,4/4/2023,TAMANSARI,14.2,86.2,L,33,-2.2094,0.2202,Stunted,Gizi Baik +REHAN,FATHOR,6/8/2022,TAMANSARI,14.5,91,L,41,-2.1013,-0.3718,Stunted,Gizi Baik +M GALUG,ANDRIANI,12/1/2024,TAMANSARI,9.4,80,L,24,-2.3292,-2.251,Stunted,Gizi Kurang +SITI NABILA,WINI,16/08/2021,TAMANSARI,16,96,P,53,-2.1375,-0.418,Stunted,Gizi Baik +GISEL,DEVI KOMARIYAH,29/01/2024,TAMANSARI,12,79,P,24,-2.0814,0.357,Stunted,Gizi Baik +Cahaya Hanum Salsabila,Sahratul Habibah,8/2/2022,KAWANGREJO,14.5,93,P,47,-2.1404,-0.6728,Stunted,Gizi Baik +ROFIATUS SHOLEHA,hosnati,30/05/2023,KAWANGREJO,9.5,83.8,P,32,-2.3141,-2.6609,Stunted,Gizi Kurang +Moh Rifky fadila,NURIA FARADILA imam safi i,10/1/2024,KAWANGREJO,8.5,78,L,24,-2.9838,-3.1355,Stunted,Gizi Buruk +Renata Dwi,Fani,23/02/2021,KAWANGREJO,13,99,L,59,-2.2657,-2.5523,Stunted,Gizi Kurang +AFRIN ANNISA NURUL JANNAH,Hindun,25/02/2021,KAWANGREJO,14,95,P,59,-2.9441,-1.7997,Stunted,Gizi Baik +Wildatul Faizah,Fatimatuz Zahro Readi,31/03/2021,KARANGKEDAWUNG,12.7,98,P,58,-2.2124,-2.4711,Stunted,Gizi Kurang +Muhammad Maulana Ishaq,Hamida Holes,7/10/2022,KARANGKEDAWUNG,10.5,84,L,39,-3.6469,-2.8628,Severely Stunted,Gizi Kurang +Arumi Dea Alesha Putri,Wiwik Putri Handayani,15/12/2022,KARANGKEDAWUNG,18,87,P,37,-2.2686,1.8393,Stunted,Gizi Baik +Naura Aisyah Qairina,Siti Aisa Junaidi,5/10/2023,KARANGKEDAWUNG,7.2,74,P,27,-4.2242,-4.5089,Severely Stunted,Gizi Buruk +Nahla Iffah Qur,Ummal Choiriyah,6/2/2022,KARANGKEDAWUNG,11.1,88,P,47,-3.3119,-2.7612,Severely Stunted,Gizi Kurang +Adnan Syahputra,Raudlatus Soimah,5/11/2022,KARANGKEDAWUNG,12.4,89,L,38,-2.2053,-1.3898,Stunted,Gizi Baik +Andira Naifa Fadilah,Rohimah,22/06/2021,KARANGKEDAWUNG,10.9,89,P,55,-3.8767,-3.4827,Severely Stunted,Gizi Buruk +Muhammad Deo Anugrah,Inun Aziah,11/10/2022,KARANGKEDAWUNG,10.1,85,L,39,-3.3865,-3.1888,Severely Stunted,Gizi Buruk +Syakila Naura Askia,Raodeh,8/5/2022,KARANGKEDAWUNG,12.1,86.2,P,44,-3.4009,-1.8227,Severely Stunted,Gizi Baik +Ahmad Fakhrudin Zaki,Wayan Antare,3/8/2022,KARANGKEDAWUNG,13.1,82.8,L,41,-4.1909,-1.1995,Severely Stunted,Gizi Baik +Mahira Shanum Al Adawiyah,Deviawati,1/11/2023,KARANGKEDAWUNG,8.8,79,L,26,-3.088,-3.0857,Severely Stunted,Gizi Buruk +Nadia Syaqilla Rahmawati,Heni,3/7/2021,KARANGKEDAWUNG,12,91.6,P,54,-3.2133,-2.6462,Severely Stunted,Gizi Kurang +Muhammad Hafidiya,Raudeh,18/11/2023,KARANGKEDAWUNG,8.5,77,L,26,-3.7177,-3.3888,Severely Stunted,Gizi Buruk +Siti Maulidia,Romla,30/10/2021,KARANGKEDAWUNG,12.2,90,P,51,-3.2738,-2.3037,Severely Stunted,Gizi Kurang +Muhammad Fahri Zahran Rabbani,Sri Rofiah,19/07/2021,KARANGKEDAWUNG,15.2,97,L,54,-2.1896,-1.0141,Stunted,Gizi Baik +Muhammad Gibran Hafizan,Indrawati,13/09/2022,KARANGKEDAWUNG,10.4,85.5,L,40,-3.3816,-3.0266,Severely Stunted,Gizi Buruk +M.Abdullah Faqirur,Vivin,19/04/2023,LENGKONG,12,80,L,33,-3.9498,-1.1927,Severely Stunted,Gizi Baik +M.PANDU,Wiwik,9/5/2023,LENGKONG,12,82,P,32,-2.8105,-0.6968,Stunted,Gizi Baik +DIAZ ISMA SAJIDAH,DIAN P Khoirul anas,13/05/2023,LENGKONG,12,82,L,32,-3.2391,-1.0908,Severely Stunted,Gizi Baik +ATTHALA MALIK,Dewi Nuril fatma,3/3/2023,LENGKONG,12.7,86,L,34,-2.4234,-0.8158,Stunted,Gizi Baik +Qaisar Al fatih,-,21/11/2023,LENGKONG,12.6,79,L,26,-3.088,0.0368,Severely Stunted,Gizi Baik +NAYLA AZKIA,NURAINI,6/9/2023,LENGKONG,12.4,81,P,28,-2.3608,0.0608,Stunted,Gizi Baik +AHMAD FAHRI,HOFIAH,24/09/2023,LENGKONG,13.4,82.3,L,28,-2.4636,0.3057,Stunted,Gizi Baik +MICHELE EL ZAFIRA PUTRI HARDIANTO,FIRA/RUDI HARDIANTO,7/6/2022,KAWANGREJO,12,88.5,P,43,-2.7222,-1.8039,Stunted,Gizi Baik +Arya Dzaki Pratama,Holifatul Saimah Alfan,30/10/2022,KAWANGREJO,10,82.5,L,39,-4.0374,-3.2725,Severely Stunted,Gizi Buruk +BY NY FATIMA,FATIMAH,26/12/2025,LAMPEJI,1.8,40,P,1,,-5.7274,,Gizi Buruk +MOHAMMAD JEFRI,FATIMATUS SA,11/3/2022,LAMPEJI,11.7,88,L,46,-3.4455,-2.5256,Severely Stunted,Gizi Kurang +M. ADAM ALFARISKI,SOFIATUS,9/11/2022,SUCO,12.9,87,L,38,-2.7319,-1.0625,Stunted,Gizi Baik +AULIA,ABEL PUTRI,29/03/2024,SUCO,8.4,74,P,22,-3.3985,-2.3182,Severely Stunted,Gizi Kurang +PUTRI SALSABILA MAULIDA,IRMAWATI,18/10/2022,LAMPEJI,10.6,88,P,39,-2.3074,-2.4605,Stunted,Gizi Kurang +MOH AGAM,MISYANA,2/4/2023,LAMPEJI,9.3,86,L,33,-2.2656,-3.3579,Stunted,Gizi Buruk +AHMAD SAID FARHAN FATIHAN,Rindi antika,3/1/2024,LAMPEJI,10.3,80.5,L,24,-2.1655,-1.4484,Stunted,Gizi Baik +GARCEL GLEAN ALFAJAR,M DEDIYANSYAH/KEKE PUSPITASARI,8/11/2024,LAMPEJI,9.9,71,L,14,-2.8457,-0.1779,Stunted,Gizi Baik +TOYYIBATUS SARIROH,M.UMAM/ST ANISA,12/11/2025,LAMPEJI,3.6,50.5,L,2,-3.9615,-3.3735,Severely Stunted,Gizi Buruk +RAFI ALFARO,WASIL,29/07/2022,LAMPEJI,11.2,91,L,42,-2.2324,-2.5732,Stunted,Gizi Kurang +MUHAMMAD ARYAN DAFI FAHNAN,SITI NURDIANA,1/2/2024,LAMPEJI,11.7,80,L,23,-2.3174,-0.187,Stunted,Gizi Baik +M LINTANG DAVINDRA,ZAENUL ARIFIN/DEWI NISAH AZIZAH,23/08/2024,LAMPEJI,7.9,73,L,17,-3.1238,-2.7536,Severely Stunted,Gizi Kurang +MUHAMMAD RAFANDRA WAHYUDI,ANTON WAHYUDI/TITIK,24/09/2024,LAMPEJI,10.8,73,L,16,-2.7903,0.2356,Stunted,Gizi Baik +RISQIANA,SITI WAQIAH/ M QURDIANTO,11/5/2024,SUCO,,74,P,20,-2.8888,,Stunted, +SITI DIANATUS SAFIQOH,NURUL DHORINA,5/4/2024,KAWANGREJO,7.9,76.2,P,21,-2.434,-2.6935,Stunted,Gizi Kurang +ARSYILA ROMEESA F. A,Farida,26/12/2023,KAWANGREJO,10.6,79.4,P,25,-2.1933,-0.7975,Stunted,Gizi Baik +MUHAMMAD REHAN,JAMILATUL,26/05/2024,TAMANSARI,12.2,76.2,L,20,-2.8428,0.6474,Stunted,Gizi Baik +FARUK,TOIFATUL H,7/5/2024,TAMANSARI,10,78,L,20,-2.2032,-1.1259,Stunted,Gizi Baik +FELIYSA OKTAVIA,MAHFID/SITI RUKMIATI,8/10/2024,LAMPEJI,10.6,67,P,15,-3.8369,0.7956,Severely Stunted,Gizi Baik +BY NY FIRDA,Firda Halimatus Sakdiyah,14/06/2024,KAWANGREJO,8.1,74.6,P,19,-2.4063,-2.1325,Stunted,Gizi Kurang +M BILAL AL KHAUZAR,SUGIYANTO/HOLISATIN,22/09/2024,LAMPEJI,11.5,68,L,16,-4.725,0.8055,Severely Stunted,Gizi Baik +Syakila naura,Ayu Wulandari,11/10/2023,LENGKONG,13.4,81,P,27,-2.1539,0.8047,Stunted,Gizi Baik +ASSIFA ZUNAIRA PUTRI HAWA,IBU ASSIFA,29/05/2023,SUCO,8.1,77,P,32,-4.1895,-4.0864,Severely Stunted,Gizi Buruk +FINA,SITI,3/12/2021,TAMANSARI,14,94,P,49,-2.1446,-1.0948,Stunted,Gizi Baik +FANI,SITI,3/12/2021,TAMANSARI,14.3,94,P,49,-2.1446,-0.9357,Stunted,Gizi Baik +ZAHRA,NIMA,2/1/2022,TAMANSARI,17,90,P,48,-2.9556,0.4015,Stunted,Gizi Baik +ELFINA,FIT,12/1/2022,TAMANSARI,13.7,90,P,48,-2.9556,-1.1805,Stunted,Gizi Baik +MUHAMMAD ALFINI BAHTIAR,Fita Wulandari,26/07/2024,KAWANGREJO,8,75,L,18,-2.6911,-2.8044,Stunted,Gizi Kurang +KAVI RASYA BUDIANTO,Siti Fatimah,3/7/2024,KAWANGREJO,8.2,73,L,18,-3.4326,-2.5837,Severely Stunted,Gizi Kurang +DEWI WULANDARI,Siti hotija,2/7/2024,KAWANGREJO,8.5,72.5,P,18,-2.8265,-1.5437,Stunted,Gizi Baik +GALANG,AHMAD ZAINURI/siti fadila,23/03/2024,KAWANGREJO,9.5,79,L,22,-2.4019,-1.8796,Stunted,Gizi Baik +MUHAMMAD FAIZ MUSTOFA,Siti munawaroh/Nurul mustofa,24/04/2024,KAWANGREJO,9.8,75,L,21,-3.5262,-1.4576,Severely Stunted,Gizi Baik +RATNA,YULIA / ANDRIK,30/08/2023,SUCO,10,81,P,29,-2.5566,-1.8463,Stunted,Gizi Baik +M DANDI,QOSIM,27/11/2023,SUCO,8.7,79,L,26,-3.088,-3.1856,Severely Stunted,Gizi Buruk +BY NY BABUN,BABUN/MUBAROK,6/8/2024,SUCO,7.5,71,P,17,-3.0435,-2.4458,Severely Stunted,Gizi Kurang +DWI ANISA,YULI,11/7/2022,SUCO,13,90,P,42,-2.2246,-1.0811,Stunted,Gizi Baik +M. HAIDAR AL MALIK,ADELIA,13/11/2022,SUCO,12,86,L,38,-2.9953,-1.6619,Stunted,Gizi Baik +SOVIA MAULIDA,FARIDA,13/09/2024,TAMANSARI,10,71.2,P,16,-2.6501,0.1536,Stunted,Gizi Baik +MUHAMMAD FADLI MUBAROK,SULTON/DEVI,11/9/2024,SUCO,8,72,L,16,-3.1772,-2.471,Severely Stunted,Gizi Kurang +MUHAMMAD FATHAN ALFARONI,SUGIONO/SITI LAILATULHOIRIAH,26/10/2024,SUCO,8,71,L,15,-3.2193,-2.2933,Severely Stunted,Gizi Kurang +M DAVIN,DEVA,25/10/2024,SUCO,7.5,72,L,15,-2.8241,-2.8728,Stunted,Gizi Kurang +BY NY WINDI,Siti Ubay wahyuni/Windi,10/10/2024,KAWANGREJO,8.8,72,L,15,-2.8241,-1.4347,Stunted,Gizi Baik +MUHAMMAD SOHIBUL Q,IRHAM/ROISATUL,10/11/2024,SUCO,6.6,67,L,14,-4.4604,-3.8323,Severely Stunted,Gizi Buruk +MUHAMMAD DAFFA MUNIRY SYAFI,SYAMSUL ARIFIN/ULFIATUS SOLEHA,16/10/2024,LAMPEJI,11,68,L,15,-4.4049,0.5886,Severely Stunted,Gizi Baik +ALIFATUR ROHMANIA,M.Rifal faisol/Yunita,3/10/2025,LAMPEJI,4.3,53,P,3,-3.2317,-2.4187,Severely Stunted,Gizi Kurang +SABRINA RAMADANIA,LINDA,1/12/2021,LAMPEJI,11.5,92,P,49,-2.6048,-2.626,Stunted,Gizi Kurang +BARIROTUN MAKSUMAH,efendi/ririn,1/12/2024,SUCO,6,68,P,13,-2.7447,-3.6163,Stunted,Gizi Buruk +MOCH AZRIL,JUNAIDA,24/05/2023,LAMPEJI,9.5,85,L,32,-2.3849,-3.0799,Stunted,Gizi Buruk +MOH DIVAN SAPUTRA,SUMIATI,28/05/2023,LAMPEJI,10.2,83,L,32,-2.9544,-2.472,Stunted,Gizi Kurang +M. IPANG RAMDANI,Fathor Rosi/Siti Sofiyah,4/11/2021,LAMPEJI,12.2,93,L,50,-2.6823,-2.475,Stunted,Gizi Kurang +QIANA KHANZA,WIKE,2/2/2022,LAMPEJI,11.6,93,P,47,-2.1404,-2.4039,Stunted,Gizi Kurang +ZAKIRA AZKIA,ANA,29/05/2022,LAMPEJI,11,91,P,44,-2.2436,-2.596,Stunted,Gizi Kurang +MOHAMMAD RO,ISTIK,29/06/2022,LAMPEJI,11.5,88,L,43,-3.1091,-2.4351,Severely Stunted,Gizi Kurang +MUH ALFINO,SUSI SUSANTI,4/4/2023,LAMPEJI,12.5,86,L,33,-2.2656,-0.8489,Stunted,Gizi Baik +KENAN,KEVIN HADI SOFYAN/JAMILA ULFA,12/2/2025,KAWANGREJO,6.6,68,L,11,-2.8072,-3.2127,Stunted,Gizi Buruk +MUHAMMAD KAFILLAH,RIZKA AZIZAH/ROFIKI,2/12/2024,SUCO,7.5,62,L,13,,-2.4931,,Gizi Kurang +M AFRIANSYAH,FERAWATI,23/04/2024,SUCO,9.5,78,L,21,-2.4824,-1.7336,Stunted,Gizi Baik +PUTRI HAWA,JUNAIDI/SITI NIRHATIN,26/01/2025,SUCO,6.7,63,P,12,-4.2777,-2.4289,Severely Stunted,Gizi Kurang +MUHAMMAD DERI DATI ANDRA,SOFYAN/PUTRI HAEGI,25/02/2025,SUCO,7.2,68,L,11,-2.8072,-2.4328,Stunted,Gizi Kurang +ARSAKA PUTRA,WIEKE NUR HASANAH,15/07/2024,LAMPEJI,9.2,75.5,L,18,-2.5058,-1.5538,Stunted,Gizi Baik +BY NY WARDATUL,DIKI/WARDATUL,23/12/2024,SUCO,7.7,70,L,13,-2.8518,-2.2563,Stunted,Gizi Kurang +NOVIKA,IBU NOVIKA,18/11/2022,SUCO,10.5,84.1,P,38,-3.1617,-2.4438,Severely Stunted,Gizi Kurang +ADIBA,IBU ADIBA,7/10/2023,SUCO,8.6,80,P,27,-2.4497,-2.8855,Stunted,Gizi Kurang +MOH ARSYA,moh romli/siti juhrotul istiana,18/02/2025,KAWANGREJO,7.7,67,L,11,-3.2365,-1.8276,Severely Stunted,Gizi Baik +MUHAMMAD ZAFRAN AL ARIFIN,Zainul Arifin,11/4/2022,KARANGKEDAWUNG,14.5,89,L,45,-3.092,-0.7104,Severely Stunted,Gizi Baik +NURUR ROHMA,istiqomAH,30/12/2024,KARANGKEDAWUNG,7.7,69,L,13,-3.264,-2.2563,Severely Stunted,Gizi Kurang +HAFIZA AZALIA MARGARETHA,LILIK SUSANTI,11/7/2024,KARANGKEDAWUNG,9.6,75,L,18,-2.6911,-1.1723,Stunted,Gizi Baik +MUHAMMAD PUTRA ABDULLAH,Winda Sari,13/05/2024,KARANGKEDAWUNG,7.4,76,L,20,-2.9139,-3.8053,Stunted,Gizi Buruk +NINDIA AMATUL LATIFAH,Winda Sari,27/05/2024,KARANGKEDAWUNG,9.1,76,L,20,-2.9139,-1.9659,Stunted,Gizi Baik +HAFIZA AZALIA MARGARETHA,Lilik Susanti,11/7/2024,KARANGKEDAWUNG,9.6,75,L,18,-2.6911,-1.1723,Stunted,Gizi Baik +MAHREN SYAFANA ALMAHIRA,Siti Amina,3/2/2025,KARANGKEDAWUNG,6.4,63,L,11,-4.9537,-3.4873,Severely Stunted,Gizi Buruk +FARA LATIFATUL QOLBI,Almaisaroh,30/06/2024,KARANGKEDAWUNG,9.5,76,L,19,-2.6283,-1.4272,Stunted,Gizi Baik +Satria Utuh Hari Ramadan,elida,11/7/2023,LENGKONG,11.5,79,P,30,-3.3085,-0.8044,Severely Stunted,Gizi Baik +Ahmad malik,Muh. Arif Sunandriyo,23/04/2023,LENGKONG,12.8,85,L,33,-2.5463,-0.6495,Stunted,Gizi Baik +FAZA ABIDZAR,WARDATUL,16/01/2025,TAMANSARI,10.2,68.2,L,12,-3.1768,0.5103,Severely Stunted,Gizi Baik +M.ZAKIL DIRGANTARA,RENI,15/02/2025,TAMANSARI,7.8,68.2,L,11,-2.7213,-1.711,Stunted,Gizi Baik +M.FIAN AL JEFRI,SAFIRATUL,19/02/2025,TAMANSARI,9,63.5,L,11,-4.739,-0.4099,Severely Stunted,Gizi Baik +M.FADIL HAKIKI,YULIYANTI,23/02/2025,TAMANSARI,7.5,68.2,L,11,-2.7213,-2.0652,Stunted,Gizi Kurang +KINARA DWI MARETA,Delina Dwi,8/3/2025,TAMANSARI,7,65,P,10,-2.6268,-1.595,Stunted,Gizi Baik +AULIA YASMIN,Hoirul Anwar/ASIA,24/09/2023,KAWANGREJO,9.9,81,P,28,-2.3608,-1.7987,Stunted,Gizi Baik +M.ANINDIAZ FIRMANSYAH,ANINDIA,4/5/2025,TAMANSARI,7.6,62,L,8,-3.899,-1.1447,Severely Stunted,Gizi Baik +AISHWA NAHLA,ABDUL MUQID/SULASTRI,11/6/2025,KAWANGREJO,6.5,57,P,7,-4.4431,-1.3406,Severely Stunted,Gizi Baik +BY NY MARIA ULFA,MARIA ULFA,6/6/2025,TAMANSARI,6.3,63,L,7,-2.8394,-2.4866,Stunted,Gizi Kurang +Rania Maulidatul Azzahra,Novia Indah Lestari,13/09/2024,TAMANSARI,6,65.5,P,16,-4.6899,-4.252,Severely Stunted,Gizi Buruk +MUHAMMAD ALIF ZIDAN M,SUKARI/SITI,15/03/2025,SUCO,7,66,L,10,-3.1866,-2.4471,Severely Stunted,Gizi Kurang +NAJMA ZAHIRA,-,11/5/2025,SUCO,6.1,62,P,8,-2.854,-2.2107,Stunted,Gizi Kurang +MUHAMMAD RAFATAN ZAINUL,Zainul/Vita Anggun Nila,25/05/2025,SUCO,6.3,64,L,8,-2.9922,-2.8305,Stunted,Gizi Kurang +M. ABIYAN PRATAMA,Nanda/Nuraini,31/05/2025,SUCO,6.3,64,L,8,-2.9922,-2.8305,Stunted,Gizi Kurang +MUHAMMAD INDRA ZAKARIA,Mustari/Sulistyorini,30/06/2025,KAWANGREJO,5.3,61,L,7,-3.7606,-4.0083,Severely Stunted,Gizi Buruk +MUHAMMAD ABYAN MA\'RUF,IFATUL HASANAH,8/9/2024,LAMPEJI,11.3,73,L,16,-2.7903,0.6462,Stunted,Gizi Baik +MUHAMMAD EGI MAULANA,NITA AMELIA,13/09/2024,LAMPEJI,7.5,69,L,16,-4.3381,-3.0494,Severely Stunted,Gizi Buruk +DAVINA NUR LATIFAH,ANISA,27/01/2023,LAMPEJI,10.2,86.5,P,36,-2.2458,-2.4878,Stunted,Gizi Kurang +FARADIBA SEPTAVIA ARRUMI,DIDIK WAHYONO/SRIFATUL KARIMAH,23/09/2025,KAWANGREJO,3.3,51,P,4,-5.1236,-5.3796,Severely Stunted,Gizi Buruk +RENDRA MAHARDIKA,KHALIMATUS,28/04/2023,LAMPEJI,11.8,85,L,33,-2.5463,-1.3346,Stunted,Gizi Baik +BY NY MUJIATI,Mujiati,12/10/2025,KAWANGREJO,4.1,52,P,3,-3.7067,-2.7912,Severely Stunted,Gizi Kurang +M ALFATIH,SINTA,3/1/2024,LAMPEJI,11.1,75,L,24,-3.9658,-0.7926,Severely Stunted,Gizi Baik +LEONARDO RAMADHAN,JIHAN,12/3/2024,LAMPEJI,10.7,75,L,22,-3.7651,-0.8278,Severely Stunted,Gizi Baik +IRSYAT AKMAL,WAHYUNI,25/12/2023,LAMPEJI,12.2,78,L,25,-3.2003,-0.1066,Severely Stunted,Gizi Baik +FATIMATUS ZAHRA,SITI AMINAH I,12/1/2022,LAMPEJI,11,87,P,48,-3.652,-2.9116,Severely Stunted,Gizi Kurang +CAYLA AZELEA A,WAWAN/SANTI,11/7/2025,LAMPEJI,7.2,60,P,6,-2.5287,-0.1097,Stunted,Gizi Baik +BY. NY. IKE LESTARI,IKE LESTARI,8/12/2025,LAMPEJI,1.495,42,L,1,,,, +ARINI LIAT MAINAQOLBI,RENI FEBRIYANTI,25/09/2022,SUCO,9.9,84,P,37,-3.0473,-2.846,Severely Stunted,Gizi Kurang +M FAREL SULTAN,INDAH,8/12/2022,SUCO,13.1,83,L,34,-3.2539,-0.5563,Severely Stunted,Gizi Baik +FAJAR,ANDI,11/5/2023,SUCO,12.1,77,L,29,-4.2336,-0.6894,Severely Stunted,Gizi Baik +RANIA,YULIATUL,18/01/2024,SUCO,7.7,74,P,21,-3.1512,-2.9217,Severely Stunted,Gizi Kurang +ALBI,ROFI,29/01/2024,SUCO,8.1,73,L,21,-4.222,-3.1482,Severely Stunted,Gizi Buruk +INAN,SITI MAIMUNA,20/01/2024,SUCO,8.9,71,L,21,-4.9179,-2.3125,Severely Stunted,Gizi Kurang +ILYAS,ILATUR,1/3/2024,SUCO,8.9,77,L,20,-2.5585,-2.1637,Stunted,Gizi Kurang +IMDAD RABBANI,NUR AINI,24/03/2024,SUCO,9.1,77,L,19,-2.2654,-1.8115,Stunted,Gizi Baik +M. FATAN AWWABIN,SALSABIL,27/08/2022,SUCO,9.8,89,L,38,-2.2053,-3.3583,Stunted,Gizi Buruk +ABI FABIAN,TAUFIK,2/2/2023,SUCO,10.7,84,L,32,-2.6696,-2.0641,Stunted,Gizi Kurang +FAHREZA PUTRA RAMADHAN,RIA,22/04/2021,SUCO,13,95,L,54,-2.6426,-2.2382,Stunted,Gizi Kurang +RAFKA,SINTA,2/6/2021,SUCO,10.5,94.5,L,53,-2.6526,-3.8897,Stunted,Gizi Buruk +SELLA SALSABILA,LUTFIAH,20/09/2022,SUCO,10.8,87,P,37,-2.2686,-2.1068,Stunted,Gizi Kurang +DAVIN,SITI MAISUN,19/02/2024,SUCO,8.4,72,L,20,-4.3354,-2.6782,Severely Stunted,Gizi Kurang +FALAN RADITYA,A. ZAENI,7/2/2022,SUCO,13.1,92,L,44,-2.235,-1.449,Stunted,Gizi Baik +A. SAID AL AZMI,ZUMROTUL,18/04/2021,SUCO,12.5,94,L,54,-2.8691,-2.5493,Stunted,Gizi Kurang +Saiful millah,Abbas,31/10/2020,SUCO,12,94.5,L,60,-3.3371,-3.239,Severely Stunted,Gizi Buruk +RAFAEL,YANTI,21/02/2024,SUCO,7.25,73,L,20,-3.98,-3.9872,Severely Stunted,Gizi Buruk +ABYAN ZAKI PRADANA,MARISA,9/1/2022,LAMPEJI,10.9,84,L,45,-4.3172,-3.0326,Severely Stunted,Gizi Buruk +SYAFA ROSYIDAH,maryatul,24/11/2021,LAMPEJI,11.8,91,P,46,-2.4915,-2.1876,Stunted,Gizi Kurang +FAAZ Ahmad IBRAHIM,,27/05/2022,LAMPEJI,12,90,L,40,-2.2227,-1.8359,Stunted,Gizi Baik +LUZIO MAHANDRA,RAUDATUL,24/02/2023,LAMPEJI,9.8,83,L,31,-2.7935,-2.7134,Stunted,Gizi Kurang +MUHAMMAD PUTRA,SUNARDI,16/01/2022,LAMPEJI,13.3,92,L,45,-2.3569,-1.4061,Stunted,Gizi Baik +MOHAMMAD JEFRI,FATIMATUS SA,11/3/2022,LAMPEJI,11.2,85,L,43,-3.8584,-2.6533,Severely Stunted,Gizi Kurang +AFKARINDYATUL,WAQI,15/08/2023,LAMPEJI,11.2,80,P,26,-2.2361,-0.4881,Stunted,Gizi Baik +AQILAH,EVA,16/11/2022,LAMPEJI,10.5,83,P,35,-3.0165,-2.136,Severely Stunted,Gizi Kurang +MOCH AZRIL,JUNAIDA,24/05/2023,LAMPEJI,9.8,83,L,29,-2.4426,-2.5007,Stunted,Gizi Kurang +MOH DIVAN SAPUTRA,SUMIATI,28/05/2023,LAMPEJI,10,81,L,29,-3.0396,-2.3265,Severely Stunted,Gizi Kurang +M RAGIL FATONI,UMRIYAH,20/10/2020,LAMPEJI,14.8,100,L,60,-2.1502,-1.6111,Stunted,Gizi Baik +MUHAMMAD ZIAN ZIDNI FAWAID,INNAFATUL,28/03/2022,LAMPEJI,13.5,92,L,43,-2.1101,-1.1228,Stunted,Gizi Baik +ARSYILA PUTRI,,9/7/2022,LAMPEJI,14,87,P,39,-2.5613,-0.2229,Stunted,Gizi Baik +ADIVA SAFIRA ALVINA,FIFIN,8/9/2022,LAMPEJI,13.7,86,P,37,-2.5282,-0.1887,Stunted,Gizi Baik +ADIVA SAFIRA ALVINA,ENDANG,25/11/2022,LAMPEJI,11,84,L,35,-3.1208,-2.1189,Severely Stunted,Gizi Kurang +MUH ALFINO,SUSI SUSANTI,4/4/2023,LAMPEJI,12.4,84,L,31,-2.5044,-0.7067,Stunted,Gizi Baik +AKBAR,NUSNUL H,3/4/2023,TAMANSARI,10.6,80,L,30,-3.5043,-1.9355,Severely Stunted,Gizi Baik +LAILA,ARIFATUS S,29/03/2023,TAMANSARI,10.4,82,P,30,-2.4587,-1.6412,Stunted,Gizi Baik +ILHAM,DESI,13/07/2023,TAMANSARI,11.9,82,L,27,-2.3552,-0.5884,Stunted,Gizi Baik +REHAN P,FITRIYANA,15/12/2023,TAMANSARI,6,73,L,22,-4.4467,-5.9463,Severely Stunted,Gizi Buruk +NOVAL,HOTIMAH ULUM,28/03/2024,TAMANSARI,12.5,73,L,18,-3.4326,1.2018,Severely Stunted,Gizi Baik +MAWAR,nurhasanah,27/03/2021,TAMANSARI,13.8,95.4,P,55,-2.4773,-1.6422,Stunted,Gizi Baik +ANGGA,ERFIN,27/11/2021,TAMANSARI,13.2,93,L,47,-2.3486,-1.6222,Stunted,Gizi Baik +SITI BELA,HALIK,13/12/2022,TAMANSARI,11,85.6,P,34,-2.1633,-1.6372,Stunted,Gizi Baik +LUTFIANTO,ABDUL AZIS,13/12/2022,TAMANSARI,14.8,86.1,L,34,-2.3957,0.4602,Stunted,Gizi Baik +AKBAR,RISNAWATI,21/03/2023,TAMANSARI,13,84,L,31,-2.5044,-0.3064,Stunted,Gizi Baik +ASKANA,SARIFAH,8/4/2023,TAMANSARI,12,81.6,P,30,-2.572,-0.4579,Stunted,Gizi Baik +JIHAN,AYU AZARI,21/04/2023,TAMANSARI,12.1,81.4,P,30,-2.6287,-0.3909,Stunted,Gizi Baik +GILANG,HOTIJAH,30/05/2023,TAMANSARI,12.5,83.8,L,28,-2.008,-0.2903,Stunted,Gizi Baik +NAILA EVI,EVI TAMALA,29/06/2023,TAMANSARI,12.4,80.9,P,28,-2.3899,0.0608,Stunted,Gizi Baik +FAHMI,HOSNIYATI,19/07/2023,TAMANSARI,13.2,80.3,L,27,-2.8807,0.3054,Stunted,Gizi Baik +AINUN,MUHAMMAD,30/07/2022,TAMANSARI,9.2,78.9,P,39,-4.6177,-3.6797,Severely Stunted,Gizi Buruk +M RIZAL,BABUN,4/4/2023,TAMANSARI,14.5,84,L,30,-2.3296,0.7319,Stunted,Gizi Baik +ABDUL WAFI,FITRIATUL NISA,6/4/2023,TAMANSARI,14,81.6,L,30,-3.0344,0.4349,Severely Stunted,Gizi Baik +NABILA W,WELI,20/06/2023,TAMANSARI,12,71,P,28,-5.2752,-0.2021,Severely Stunted,Gizi Baik +YULIA,HALIMATUS S,1/7/2023,TAMANSARI,13,71,P,28,-5.2752,0.4351,Severely Stunted,Gizi Baik +FIRMAN,SITI AFIFATUL,30/06/2023,TAMANSARI,26.4,82.6,L,28,-2.3724,,Stunted, +YUNI LINDA,LINDA,17/09/2023,TAMANSARI,10.1,73.6,P,25,-3.9625,-1.2011,Severely Stunted,Gizi Baik +RISMA,LAILATUL RISKY,18/09/2023,TAMANSARI,14.1,75.6,P,25,-3.3525,1.4709,Severely Stunted,Gizi Baik +GALUH,FAIQOH MUHAMMAD ALI,19/03/2024,TAMANSARI,10.8,70.8,L,19,-4.5156,-0.28,Severely Stunted,Gizi Baik +REHAN,FATHOR,6/8/2022,TAMANSARI,14.1,90,L,38,-1.942,-0.3299,Normal,Gizi Baik +BAYU,YATIK,7/11/2023,TAMANSARI,11,81,L,23,-1.9836,-0.7299,Normal,Gizi Baik +ANDRE,REZA ELOK,18/02/2024,TAMANSARI,10,78,L,20,-2.2032,-1.1259,Stunted,Gizi Baik +VINO,SITI URIP,8/2/2024,TAMANSARI,12,78,L,20,-2.2032,0.4998,Stunted,Gizi Baik +REFAN,NOVIA A,20/12/2023,TAMANSARI,13.7,80,L,22,-2.0611,1.3565,Stunted,Gizi Baik +GISEL,DEVI KOMARIYAH,29/01/2024,TAMANSARI,12,75,P,21,-2.8252,0.8028,Stunted,Gizi Baik +GAFI,ICA IMAM,15/03/2024,TAMANSARI,9,70,L,19,-4.8059,-1.9102,Severely Stunted,Gizi Baik +Amira Mutiara Ramadhani,Mutmainah,13/04/2021,KAWANGREJO,14.2,97,P,54,-2.0228,-1.3592,Stunted,Gizi Baik +Moh Rifky fadila,NURIA FARADILA imam safi i,10/1/2024,KAWANGREJO,9.2,76,L,21,-3.1783,-2.0183,Severely Stunted,Gizi Kurang +NAUREL,FITRIA,10/11/2020,KAWANGREJO,11.1,96,P,59,-2.7322,-3.5918,Stunted,Gizi Buruk +Renata Dwi,Fani,23/02/2021,KAWANGREJO,12.8,98,L,55,-2.0708,-2.4259,Stunted,Gizi Kurang +AFRIN ANNISA NURUL JANNAH,Hindun,25/02/2021,KAWANGREJO,13.8,94,P,55,-2.7834,-1.6422,Stunted,Gizi Baik +Hafiza Nur Asyifa,Tina Wulandari Mohammad Hamzah,5/12/2021,KARANGKEDAWUNG,10,90.3,P,46,-2.6571,-3.5524,Stunted,Gizi Buruk +Muhammad Maulana Ishaq,Hamida Holes,7/10/2022,KARANGKEDAWUNG,10.3,84.9,L,36,-3.0169,-2.7643,Severely Stunted,Gizi Kurang +Naura Aisyah Qairina,Siti Aisa Junaidi,5/10/2023,KARANGKEDAWUNG,6.8,72.8,P,24,-4.0031,-4.5675,Severely Stunted,Gizi Buruk +Muhammad Haikal Nazril,Ade Ayu W,17/03/2021,KARANGKEDAWUNG,12.2,94,L,55,-2.9694,-2.8067,Stunted,Gizi Kurang +Muhammad Danis Adrian,Wahyunin,2/9/2023,KARANGKEDAWUNG,8.5,81,L,25,-2.2375,-3.2645,Stunted,Gizi Buruk +Nahla Iffah Qur,Ummal Choiriyah,6/2/2022,KARANGKEDAWUNG,10.7,86,P,44,-3.4491,-2.825,Severely Stunted,Gizi Kurang +Adnan Syahputra,Raudlatus Soimah,5/11/2022,KARANGKEDAWUNG,12,88,L,35,-2.0281,-1.3876,Stunted,Gizi Baik +Kenzi Alfaro Devanka,Diah Selviana,22/05/2023,KARANGKEDAWUNG,9.2,79,L,29,-3.6366,-3.0464,Severely Stunted,Gizi Buruk +Andira Naifa Fadilah,Rohimah,22/06/2021,KARANGKEDAWUNG,10.5,89,P,52,-3.5982,-3.5841,Severely Stunted,Gizi Buruk +Muhammad Deo Anugrah,Inun Aziah,11/10/2022,KARANGKEDAWUNG,9.7,84,L,36,-3.2597,-3.2721,Severely Stunted,Gizi Buruk +Muhammad Rivano El Zafran,Ma,22/02/2023,KARANGKEDAWUNG,10.4,82,L,32,-3.2391,-2.3063,Severely Stunted,Gizi Kurang +Naila Izzati,Nanik H,20/10/2021,KARANGKEDAWUNG,13.8,94,P,48,-2.027,-1.1253,Stunted,Gizi Baik +Elvan Arka Bagaskara Irawan,Lailatul Qoimah,4/6/2022,KARANGKEDAWUNG,12.6,91,L,40,-1.9652,-1.4331,Normal,Gizi Baik +Rasya Arfabian Sabiel,Nafisatul M,13/01/2022,KARANGKEDAWUNG,14.4,93.5,L,45,-1.9894,-0.7659,Normal,Gizi Baik +Arista Dindawati Zahrani Ramadhani,Sideh,14/04/2022,KARANGKEDAWUNG,12.3,85.3,P,42,-3.3806,-1.5185,Severely Stunted,Gizi Baik +Muhammad Abdur Rohman,Suningsih,15/07/2022,KARANGKEDAWUNG,11.4,84.1,L,39,-3.6208,-2.1758,Severely Stunted,Gizi Kurang +Ahmad Furqonul Ibad,Holifa,1/8/2022,KARANGKEDAWUNG,12.4,85,L,39,-3.3865,-1.4782,Severely Stunted,Gizi Baik +Ahmad Fakhrudin Zaki,Wayan Antare,3/8/2022,KARANGKEDAWUNG,12.7,82.8,L,39,-3.9593,-1.2807,Severely Stunted,Gizi Baik +Muhammad Rafli,Halimatus S,13/08/2023,KARANGKEDAWUNG,10,78,L,26,-3.4028,-1.9706,Severely Stunted,Gizi Baik +Muhammad Syaiful Rizal,Risky Ayu,9/9/2023,KARANGKEDAWUNG,10.8,82,L,25,-1.9166,-1.1693,Normal,Gizi Baik +Yasmin Sella,Ratnawati,18/09/2023,KARANGKEDAWUNG,10,80,P,25,-2.0103,-1.2849,Stunted,Gizi Baik +Muhammad Ridho,Maisaroh,16/10/2020,KARANGKEDAWUNG,13.6,100,L,60,-2.1502,-2.2613,Stunted,Gizi Kurang +Avidatus Salsabila,Susanti Afrilia,18/01/2021,KARANGKEDAWUNG,15,99,L,57,-2.0598,-1.3183,Stunted,Gizi Baik +Shela Fahma Adzkiya,Korina Rista,24/05/2021,KARANGKEDAWUNG,11.6,95,P,52,-2.253,-2.775,Stunted,Gizi Kurang +Nadifa Anindya,Muslehana,17/07/2021,KARANGKEDAWUNG,14.2,94,P,51,-2.3693,-1.1409,Stunted,Gizi Baik +Siti Ayu Aisyah,Jumalia,9/8/2021,KARANGKEDAWUNG,14.1,94,P,50,-2.2583,-1.1181,Stunted,Gizi Baik +Muhammad Syahrul Arya,Ririk Elisa,7/11/2021,KARANGKEDAWUNG,13,93,L,47,-2.3486,-1.7452,Stunted,Gizi Baik +Sitti Aisyatul Jennah,Rofiah,22/02/2022,KARANGKEDAWUNG,12.6,90,P,43,-2.3569,-1.4155,Stunted,Gizi Baik +Almahira Ayundia,Futiha Qudrotin,7/10/2022,KARANGKEDAWUNG,10.1,87,P,36,-2.1145,-2.572,Stunted,Gizi Kurang +Muhammad Rafa Akbar Syarif,Faisatul Hasanah,11/6/2023,KARANGKEDAWUNG,9.1,82,L,28,-2.5547,-3.0297,Stunted,Gizi Buruk +Arsyla Riskyana Putri,Kholifatur Riskiah,16/08/2023,KARANGKEDAWUNG,7.9,79,P,26,-2.5364,-3.5002,Stunted,Gizi Buruk +Aisyah Al Humairah,Melysa,25/07/2023,KARANGKEDAWUNG,12.2,80,P,26,-2.2361,0.2029,Stunted,Gizi Baik +Mahira Shanum Al Adawiyah,Deviawati,1/11/2023,KARANGKEDAWUNG,8.2,79,L,23,-2.6513,-3.3187,Stunted,Gizi Buruk +Nadia Syaqilla Rahmawati,Heni,3/7/2021,KARANGKEDAWUNG,11.6,91.6,P,52,-3.0153,-2.775,Severely Stunted,Gizi Kurang +Arsyla Zahratus Salma,Raudhatul Hasanah,13/05/2022,KARANGKEDAWUNG,11.8,84.8,P,41,-3.3804,-1.7619,Severely Stunted,Gizi Baik +Muhammad Hafidiya,Raudeh,18/11/2023,KARANGKEDAWUNG,7.8,77,L,23,-3.3191,-3.7601,Severely Stunted,Gizi Buruk +Siti Maulidia,Romla,30/10/2021,KARANGKEDAWUNG,13.3,94,P,48,-2.027,-1.4068,Stunted,Gizi Baik +Fina Rosa Lita,Hairiyah,15/08/2023,KARANGKEDAWUNG,9.5,81,P,26,-1.9358,-1.8694,Normal,Gizi Baik +Muhammad Gibran Hafizan,Indrawati,13/09/2022,KARANGKEDAWUNG,10.6,85,L,38,-3.2586,-2.6979,Severely Stunted,Gizi Kurang +HOLILUR ROHMAN,SULASTRI,10/6/2021,MUMBULSARI,13.8,90,L,52,-3.5838,-1.631,Severely Stunted,Gizi Baik +ARINI RADIA AZZAHRA,NUR AINI,20/07/2021,MUMBULSARI,13.5,91,P,51,-3.0477,-1.5214,Severely Stunted,Gizi Baik +MUHAMMAD ZAFIR ALFARIZI,LAILATUS ZAKIYAH,29/10/2021,MUMBULSARI,13,90,L,48,-3.1777,-1.82,Severely Stunted,Gizi Baik +RAFIQ ELFLAN,RIKA,14/11/2021,MUMBULSARI,13.2,91,L,47,-2.8297,-1.6222,Stunted,Gizi Baik +REVA,ISTIYANA,8/2/2022,MUMBULSARI,12.8,90,P,44,-2.4847,-1.3778,Stunted,Gizi Baik +K.AZAM AL MAHER,NANDA A,6/3/2022,MUMBULSARI,12.8,90,P,44,-2.4847,-1.3778,Stunted,Gizi Baik +M.HAIDAR AL JAZHARI,DWI FELI,22/08/2022,MUMBULSARI,12.8,89,L,38,-2.2053,-1.1269,Stunted,Gizi Baik +WILIS RIFQI,RIFATUL/A.FAUZI,2/2/2023,MUMBULSARI,10.5,77,L,33,-4.7919,-2.3231,Severely Stunted,Gizi Kurang +SIFA,SUMILA/FATHUR,27/02/2023,MUMBULSARI,12,77,P,32,-4.1895,-0.6968,Severely Stunted,Gizi Baik +AYU,WINDA H/M.DODIK,27/03/2023,MUMBULSARI,12.6,78,P,31,-3.757,-0.1873,Severely Stunted,Gizi Baik +PUTRI AQILA H,ULFATUS /MUHIBAN,14/04/2023,MUMBULSARI,11.9,75,P,30,-4.4416,-0.5257,Severely Stunted,Gizi Baik +ASLAH HADDAF,NUR IMAMAH,31/05/2023,MUMBULSARI,11.9,80.7,L,28,-2.9495,-0.7129,Stunted,Gizi Baik +BINTANG,FACHRUZIAH,2/8/2023,MUMBULSARI,12,77,L,27,-3.9007,-0.5162,Severely Stunted,Gizi Baik +ELZIO ABRORI,RISA UMAMI,28/08/2023,MUMBULSARI,10.4,75.5,L,26,-4.1901,-1.6291,Severely Stunted,Gizi Baik +BY.NY SHERLY,SHERLY,19/09/2023,MUMBULSARI,11,70,P,25,-5.0607,-0.492,Severely Stunted,Gizi Baik +BY.NY LAELATUL,LAELATUL,10/10/2023,MUMBULSARI,11.2,71,P,24,-4.561,-0.1982,Severely Stunted,Gizi Baik +BY.NY YULIYANTIKA,YULIYANTIKA,11/10/2023,MUMBULSARI,11.4,70,L,24,-5.6024,-0.559,Severely Stunted,Gizi Baik +BY.NY SITI AISYAH,SITI AISYAH,2/11/2023,MUMBULSARI,10.6,74.6,L,24,-4.0967,-1.1966,Severely Stunted,Gizi Baik +BY.NY MIRATUL,MIRATUL/RUDI 1,12/1/2024,MUMBULSARI,10.9,76.5,L,21,-3.0043,-0.5132,Severely Stunted,Gizi Baik +BY.NY IKLIMATUS,IKLIMATUS/IRFAN 1,25/01/2024,MUMBULSARI,9.5,74.5,P,21,-2.9882,-1.1002,Stunted,Gizi Baik +BY.NY HALIMATUS,HALIMATUS/DIANTO 1,9/3/2024,MUMBULSARI,9.5,74.5,P,19,-2.4401,-0.7755,Stunted,Gizi Baik +NAMIRA GALUH AZZAHRA,RISKIATUL/IMAM,1/10/2021,MUMBULSARI,14.5,95,L,48,-1.9855,-0.947,Normal,Gizi Baik +KEYRA DWI WULANDARI,M. DIMAS/FISCHA,16/02/2022,MUMBULSARI,12,83,P,44,-4.1724,-1.8891,Severely Stunted,Gizi Baik +APRILIA,ANDI/FAIDAH,7/5/2022,MUMBULSARI,13.3,90,P,41,-2.088,-0.8114,Stunted,Gizi Baik +SITI MASITOH,SITI MULYATI/SADIN,1/2/2024,MUMBULSARI,10.6,76,P,20,-2.225,-0.0355,Stunted,Gizi Baik +LUTHFIYAH HASNA,ST.MUAWANAH/LIHAFI,17/01/2024,MUMBULSARI,10.4,76,P,21,-2.4992,-0.348,Stunted,Gizi Baik +AHMAD GOFUR ROHIM,AZIZAH/ANANG,27/01/2021,MUMBULSARI,13.9,96,L,57,-2.7229,-1.9073,Stunted,Gizi Baik +SITI NADIFATUL QOLBY,NOVA AINUR/HUZAIRI,8/3/2021,MUMBULSARI,14.6,97,P,55,-2.1274,-1.2243,Stunted,Gizi Baik +RIFKI HELMI JAHDAMI,FEBI QURROTUL AINI/NURUL HUDA,31/07/2021,MUMBULSARI,13.2,93,L,51,-2.7883,-1.9135,Stunted,Gizi Baik +RAFKA HAZMI JAHDARI,FEBI QURROTUL AINI/NURUL HUDA,31/07/2021,MUMBULSARI,13.5,94,L,50,-2.448,-1.6638,Stunted,Gizi Baik +FELIYA DIANA REFI,ROSI/RIFA,24/02/2022,MUMBULSARI,12.5,89,P,44,-2.7258,-1.5644,Stunted,Gizi Baik +KAYLA ALMIRA,LEFRON/TATIK,10/2/2022,MUMBULSARI,11.6,90,P,44,-2.4847,-2.1621,Stunted,Gizi Kurang +M.ENGGAR PRATAMA,ROHIDATUL,16/07/2023,MUMBULSARI,11.3,83,L,27,-2.0461,-1.0355,Stunted,Gizi Baik +M.FATIH,YULIA/HERUL,9/11/2020,MUMBULSARI,13.7,100,L,59,-2.0482,-2.1443,Stunted,Gizi Kurang +HAURA TAQIYYA,HOLIFATUS/FUAD,26/06/2021,MUMBULSARI,14,93,P,52,-2.7014,-1.321,Stunted,Gizi Baik +AULIN,INDRI,9/7/2021,MUMBULSARI,13.2,92,P,51,-2.8216,-1.6927,Stunted,Gizi Baik +IKLIL ASIYATUL MUNAWWAROH,UMROTUS/AMIR,8/8/2021,MUMBULSARI,14,93,P,50,-2.4864,-1.1715,Stunted,Gizi Baik +M.FATIH ARIF,SOFIA/M.HASAN,11/7/2021,MUMBULSARI,13.6,91,L,51,-3.2529,-1.6762,Severely Stunted,Gizi Baik +M.REHAN SAMUDRA,ROHMA/NUR BUAT,8/9/2021,MUMBULSARI,13.3,93,L,49,-2.5733,-1.7104,Stunted,Gizi Baik +ZAIDAN,ROHMATULILLAH/RUDI,21/12/2021,MUMBULSARI,13,89,P,46,-2.9645,-1.4232,Stunted,Gizi Baik +M. ZAKI IBADURROHMAN,MISBEH/SUIDATUL,1/11/2021,MUMBULSARI,13.1,88,L,48,-3.6545,-1.7583,Severely Stunted,Gizi Baik +M. MAULANA MALIK IBRAHIM,NURFADILA/ADI SAPUTRA,14/08/2022,MUMBULSARI,11.2,86,L,38,-2.9953,-2.2369,Stunted,Gizi Kurang +MUHMMAD MISBAHULMUNIR,TIMA/JUNAIDI,6/1/2021,MUMBULSARI,14.6,93,L,57,-3.386,-1.5266,Severely Stunted,Gizi Baik +M.FINO DAFA ALFARISI,FIFIALUNA/AHMAD,22/01/2021,MUMBULSARI,16.2,92,L,57,-3.607,-0.7296,Severely Stunted,Gizi Baik +ALYA ANNISA SAKIYA,WARDA/M.SOFYAN,8/2/2021,MUMBULSARI,16.4,97.5,P,56,-2.1208,-0.4575,Stunted,Gizi Baik +M. DIDAN ARDIYANSAH,ULANDAR/ ABDUL HAMID,15/01/2023,MUMBULSARI,13.6,86,L,33,-2.2656,-0.1409,Stunted,Gizi Baik +NADIRA,ULFATUL/MASHUDI,7/12/2021,MUMBULSARI,15,92,P,46,-2.255,-0.3381,Stunted,Gizi Baik +ALIF ALFARISKI,SULASTRI,5/3/2021,MUMBULSARI,13.8,92,L,56,-3.5133,-1.8994,Severely Stunted,Gizi Baik +NADA ISYAURA ARILAH,NURUL AZIZAH,18/07/2021,MUMBULSARI,12.1,93,P,51,-2.5955,-2.3685,Stunted,Gizi Kurang +KANZA MAULIDIA A,SOLEHATUS,25/10/2021,MUMBULSARI,12,92.5,P,48,-2.3752,-2.21,Stunted,Gizi Kurang +YUMNA RIYATUS SHOLEHA,FELANI,3/3/2022,MUMBULSARI,11.3,83,P,44,-4.1724,-2.3752,Severely Stunted,Gizi Kurang +AMILINAL,SRIWAHYUNI,8/3/2023,MUMBULSARI,8.7,81,P,31,-2.9185,-3.3182,Stunted,Gizi Buruk +ADINDA MITHA SYIFANA,YULIANA/HERMANTO,13/06/2023,MUMBULSARI,11.2,81,P,28,-2.3608,-0.7639,Stunted,Gizi Baik +MUHAMMAD HAIKAL,HOLIFAH/ROSID,27/03/2021,MUMBULSARI,14,96,L,54,-2.4161,-1.6548,Stunted,Gizi Baik +MUHAMMAD ALFI AL FATIH,FAUSIYAH/BAMBANG,11/6/2021,MUMBULSARI,11.8,89,L,52,-3.8141,-2.8794,Severely Stunted,Gizi Kurang +AFRIN SABRINA SOLEHA,S.MUNAWAROH,17/07/2022,MUMBULSARI,11.7,85,P,39,-3.069,-1.6432,Severely Stunted,Gizi Baik +SITI FARADILA,LISNAWATI / M.SAFIUDIN,25/11/2022,MUMBULSARI,11.5,85,P,34,-2.3246,-1.2693,Stunted,Gizi Baik +M.HADI ALFARIZI,SITI LAILATUL KARIMAH,10/2/2023,MUMBULSARI,10.7,86,L,32,-2.1001,-2.0641,Stunted,Gizi Kurang +MUHAMMAD KENZI ALFAREZKI,FAHRIYATUR/HAMDANI,1/4/2023,MUMBULSARI,12,81,L,31,-3.3717,-0.9849,Severely Stunted,Gizi Baik +HANIA SYAKIRAH,NOVITASARI / RAHMAT HARIADI,13/07/2021,MUMBULSARI,15.1,95,P,51,-2.1432,-0.6869,Stunted,Gizi Baik +SAFA DWI ASZAHRA,RISKIANA/SUBAIRI,22/08/2021,MUMBULSARI,12.5,92,P,49,-2.6048,-1.9645,Stunted,Gizi Baik +AKRAM SYAIDAN,M.DOFER,21/02/2022,MUMBULSARI,14.6,89,L,44,-2.977,-0.573,Stunted,Gizi Baik +MUHAMMAD ZIYAN R .H,M.KHOIR,19/06/2022,MUMBULSARI,11.8,80,L,40,-4.798,-1.975,Severely Stunted,Gizi Baik +MUHAMMAD EZAR Z.M,ISMAIL,20/06/2022,MUMBULSARI,11.9,81,L,40,-4.5404,-1.9051,Severely Stunted,Gizi Baik +M.ARKA DWI RAIGA AL .F,RENDI,22/07/2022,MUMBULSARI,12.6,90,L,38,-1.942,-1.2572,Normal,Gizi Baik +IBRAHIM,ILAMATUS/YUDA,30/06/2023,MUMBULSARI,12,80,L,28,-3.162,-0.641,Severely Stunted,Gizi Baik +ANGGA,UMI KULSUM/M.DOFIR,11/5/2021,MUMBULSARI,14.2,96,L,53,-2.31,-1.4754,Stunted,Gizi Baik +ALEENA PUTRI,AGUS W,28/06/2022,MUMBULSARI,11.2,81,P,40,-4.207,-2.0962,Severely Stunted,Gizi Kurang +ADIBA HASNA KAMILA,UMI KULSUM/M.DOFIR,18/01/2023,MUMBULSARI,9,81,P,33,-3.2469,-3.2522,Severely Stunted,Gizi Buruk +FRISRYA ALUNA MIKAYLA,ST. NAFISAH/IMAM ZAINURI,4/3/2021,MUMBULSARI,13.1,90,P,56,-3.7474,-2.1031,Severely Stunted,Gizi Kurang +MUHAMMAD HAFIZ AZKA,HALIMATUS/JUPRI,29/04/2021,MUMBULSARI,13.2,90,L,54,-3.7751,-2.1176,Severely Stunted,Gizi Kurang +BY.NY WAHYU INDAH,WAHYU INDAH/IMAM,7/9/2021,MUMBULSARI,13.2,90,L,49,-3.2823,-1.7708,Severely Stunted,Gizi Baik +AZZAHRA AULIA,WASILATUL/IMRON,24/12/2021,MUMBULSARI,14,92,P,46,-2.255,-0.8548,Stunted,Gizi Baik +AHMAD ZAKI IBRAHIM,DANIAL,9/1/2022,MUMBULSARI,12.1,88,L,45,-3.3371,-2.1748,Severely Stunted,Gizi Kurang +AINA NAZRA UMNIYA,A.FAUZI,28/01/2022,MUMBULSARI,12,83,P,45,-4.2795,-1.9722,Severely Stunted,Gizi Baik +AISYAH NAHLA HUMAIRA,MARIA ULFA/ABDURRAHMAN,24/09/2022,MUMBULSARI,12.1,84,P,37,-3.0473,-1.1719,Severely Stunted,Gizi Baik +SELINA MAHIRA AZKIA,SEPTI HASANATUL,13/01/2024,MUMBULSARI,8.9,75,P,21,-2.8252,-1.6544,Stunted,Gizi Baik +KENZI SYAFIQ,ST.FATIMAH/SAMHARI,2/2/2024,MUMBULSARI,8.6,78,L,20,-2.2032,-2.4689,Stunted,Gizi Kurang +M.GIBRAN AR FATAN,SUSANTI/ZAENI,23/12/2020,MUMBULSARI,14,98,L,58,-2.3827,-1.9147,Stunted,Gizi Baik +MAULANA AZIZ ARYA,YUS MAISAROH/SUPRIADI,28/12/2020,MUMBULSARI,14.8,99,L,57,-2.0598,-1.4217,Stunted,Gizi Baik +M.FAUZAN MUBAROK,RINDI/ABDUL,20/12/2020,MUMBULSARI,14.6,97,L,58,-2.6019,-1.5906,Stunted,Gizi Baik +ARAWINDA ALVI WARDANI,FIFIN AYU/A.KHOLIK,5/2/2021,MUMBULSARI,13.1,98,P,56,-2.0124,-2.1031,Stunted,Gizi Kurang +M.RAFKA KHIAR RIZKI ARDANI,HAMIDI/SUPRIATI,10/2/2021,MUMBULSARI,14.6,96,L,56,-2.6221,-1.4614,Stunted,Gizi Baik +ERINA ALESHA ROBBANI,AFIFATUS S/AMAR ROBI,4/3/2021,MUMBULSARI,13.5,96,P,55,-2.3461,-1.8074,Stunted,Gizi Baik +MAFAZA HILYA SOLIHAH,DEWI/MUAD,31/03/2021,MUMBULSARI,13.9,97,P,54,-2.0228,-1.5184,Stunted,Gizi Baik +M.FAHMI ISLMI,HOTIMAH/FATHOR,18/08/2021,MUMBULSARI,14.3,95.7,L,50,-2.0496,-1.2069,Stunted,Gizi Baik +ARFIN FARZANA,ERNAWATI/SAMSUL,20/09/2021,MUMBULSARI,11.2,87.7,P,49,-3.5943,-2.8396,Severely Stunted,Gizi Kurang +M.HAIKAL AZRIL,RIRIN MARIA/ ILHAMADI,26/11/2021,MUMBULSARI,14.1,94,L,46,-1.9889,-1.0148,Normal,Gizi Baik +M. ALI SAFRAAN B,IMAM/AINIAH,8/5/2022,MUMBULSARI,11.3,90.9,L,41,-2.1268,-2.4177,Stunted,Gizi Kurang +M. ARSHAKA,WIRANTO/SONIA,22/07/2022,MUMBULSARI,12.5,85.5,L,39,-3.2563,-1.4118,Severely Stunted,Gizi Baik +M. NOFAN NADIF AMIRULLAH,SUSIYANA / NURUL,2/1/2021,MUMBULSARI,15.5,97,L,58,-2.6019,-1.1321,Stunted,Gizi Baik +M. GILANG AZMI,FATUR OKTAVIA / M. ULUM,12/1/2021,MUMBULSARI,14,95,L,57,-2.9439,-1.8516,Stunted,Gizi Baik +M. ABYAN JANUAR REZA,SUHARTATIK / LULUS,21/01/2021,MUMBULSARI,16,95.5,L,57,-2.8334,-0.8242,Stunted,Gizi Baik +RAISYA AURELIA,QORIBYATUL / SAIFUL,26/01/2021,MUMBULSARI,13.8,98,P,57,-2.1137,-1.7772,Stunted,Gizi Baik +ANINDIA JIHAN RISKI,HOTIMAH/MULYADI,10/6/2021,MUMBULSARI,11.2,94.5,P,52,-2.3651,-3.0569,Stunted,Gizi Buruk +AURA DEWI,LUTFIAH / TOLIP,12/7/2021,MUMBULSARI,13.6,94.7,P,51,-2.2111,-1.4655,Stunted,Gizi Baik +ARDAN PUTRA WIJAYA,ZAINAB/PAULA WIJAYA,7/8/2021,MUMBULSARI,13,93,L,50,-2.6823,-1.965,Stunted,Gizi Baik +ADIT,RENA/MUMHAMMAD,27/10/2021,MUMBULSARI,13,93,L,48,-2.4624,-1.82,Stunted,Gizi Baik +M.SULTON ALFARISI,ROSIDA/ALFAN,2/11/2021,MUMBULSARI,12.5,90,L,48,-3.1777,-2.1361,Severely Stunted,Gizi Kurang +DWI ARKHANZA,NURHASANAH/HANIK,27/01/2022,MUMBULSARI,12.1,91.8,L,45,-2.4059,-2.1748,Stunted,Gizi Kurang +DELVIN KHAIRIL ILHAM,NITA/ARIK,19/07/2022,MUMBULSARI,12,90,L,39,-2.0847,-1.7497,Stunted,Gizi Baik +ZEA AZLAN F.,WIDIA/ ASTOFA,4/6/2022,MUMBULSARI,11.1,90,P,41,-2.088,-2.2621,Stunted,Gizi Kurang +M.Abdullah Faqirur,Vivin,19/04/2023,LENGKONG,11.3,79.1,L,30,-3.7686,-1.3881,Severely Stunted,Gizi Baik +M.PANDU,Wiwik,9/5/2023,LENGKONG,11,81.2,P,29,-2.4991,-1.0442,Stunted,Gizi Baik +DIAZ ISMA SAJIDAH,DIAN P Khoirul anas,13/05/2023,LENGKONG,11.2,80.2,L,29,-3.2784,-1.3518,Severely Stunted,Gizi Baik +IFKA AMALIANA,Uswatun,12/6/2023,LENGKONG,9.3,76,L,28,-4.3768,-2.8412,Severely Stunted,Gizi Kurang +ANDARA DEVINA,Yuli,26/06/2023,LENGKONG,10.3,78.2,P,27,-2.982,-1.3245,Stunted,Gizi Baik +M.Alfarisqi,Elita sunaryono,5/7/2023,LENGKONG,9.9,78.2,P,27,-2.982,-1.66,Stunted,Gizi Baik +Kenzo Putra,AYU FARDATUS Bayu Putra,18/07/2023,LENGKONG,9.9,78.1,P,27,-3.0116,-1.66,Severely Stunted,Gizi Baik +M.Arka Khoirullah,Siti Nur Faizah Supriyadi,23/07/2023,LENGKONG,11.9,78.8,L,27,-3.3443,-0.5884,Severely Stunted,Gizi Baik +M.Dafin Arfandi,Homsatun Totok,14/08/2023,LENGKONG,11.6,81.2,L,26,-2.3952,-0.6802,Stunted,Gizi Baik +Ayunda Putri,Endang faik kurniawan,2/8/2023,LENGKONG,11.9,80.1,L,26,-2.7416,-0.4586,Stunted,Gizi Baik +M.Sakib rasdan,Ainur ifroh,30/08/2023,LENGKONG,10.4,77.9,L,25,-3.2324,-1.4989,Severely Stunted,Gizi Baik +Gabriella Kanzha,Puspitasari,31/08/2023,LENGKONG,10.1,77.2,P,25,-2.8644,-1.2011,Stunted,Gizi Baik +Hilya,Putri Berlian,1/10/2023,LENGKONG,10,78.1,L,24,-2.9511,-1.7078,Stunted,Gizi Baik +NARENDRA Dafa Dwi,Santi,4/10/2023,LENGKONG,9.8,76.1,P,24,-2.9803,-1.3054,Stunted,Gizi Baik +Wimby Dito Arga.i,Ayu Sri puji.A Dedi irawan,6/12/2023,LENGKONG,10,75,L,22,-3.7651,-1.426,Severely Stunted,Gizi Baik +Arshaka virendra wiratama,Dian Prasetya.E Doni irawan,9/11/2022,LENGKONG,12.9,85.1,L,35,-2.8203,-0.783,Stunted,Gizi Baik +A.Fatoni,himatul ulya Antoni,28/12/2022,LENGKONG,12.9,84.1,P,33,-2.4028,-0.2312,Stunted,Gizi Baik +Abi umar,rina bahron alamin,13/10/2021,LENGKONG,14.9,93.2,L,48,-2.4147,-0.7312,Stunted,Gizi Baik +Afifatun Najwa,Siti Nuraini Ludi Kariawan,24/02/2024,LENGKONG,9.4,72.7,L,20,-4.0866,-1.6771,Severely Stunted,Gizi Baik +M.rafka pratama,Siti umi hasanah beni,8/5/2024,LENGKONG,9,71.9,P,17,-2.7276,-0.8867,Stunted,Gizi Baik +Fawwanza Khoirunnisa,komarliah,10/1/2021,LENGKONG,14.5,98.4,L,57,-2.1925,-1.5797,Stunted,Gizi Baik +Viola Tanisha,Novita Sari,3/1/2021,LENGKONG,15.4,97,P,57,-2.3289,-0.9735,Stunted,Gizi Baik +Moh.Egi Pratama,Irmawati,27/01/2021,LENGKONG,14.6,97,L,57,-2.5019,-1.5266,Stunted,Gizi Baik +AFIFAH HILYA,via novita,6/2/2021,LENGKONG,14.5,96.4,P,56,-2.3594,-1.3435,Stunted,Gizi Baik +KEYSHA AURELIA,Nurin Dwi Utami,20/03/2021,LENGKONG,14.5,96.4,P,55,-2.2586,-1.2748,Stunted,Gizi Baik +PRINCESSA,Anita Sumiati pujiasih,22/03/2021,LENGKONG,14.7,96.7,P,55,-2.193,-1.1742,Stunted,Gizi Baik +Wilantara,anggi,6/4/2021,LENGKONG,12,97.4,L,54,-2.099,-2.8748,Stunted,Gizi Kurang +M.GIBRAN,hafidatul istikomariah,8/4/2021,LENGKONG,14.5,97.3,L,54,-2.1216,-1.3806,Stunted,Gizi Baik +Kenzi Haidar,erviana,5/4/2021,LENGKONG,14.2,96.2,L,54,-2.3708,-1.5438,Stunted,Gizi Baik +AILANI AFANDA,Siti nur azia,4/5/2021,LENGKONG,14.3,95,P,53,-2.3598,-1.2356,Stunted,Gizi Baik +RIZDELIA,delia,30/05/2021,LENGKONG,14.4,95,P,52,-2.253,-1.1111,Stunted,Gizi Baik +Kania Hanum,viska mei,8/2/2022,LENGKONG,14.4,91.1,P,44,-2.2195,-0.4723,Stunted,Gizi Baik +Nadhira Fatimah,Halimatus,10/2/2022,LENGKONG,14.2,91,P,44,-2.2436,-0.578,Stunted,Gizi Baik +Fatimah dwi,Dwi sri,27/02/2022,LENGKONG,13.6,89.1,P,44,-2.7017,-0.9073,Stunted,Gizi Baik +Fahira Azahra,Siti soleha,22/04/2022,LENGKONG,13.2,88.8,P,42,-2.5198,-0.9618,Stunted,Gizi Baik +Muhammad Airlangga,ayu Ambarwati,2/10/2022,LENGKONG,12.5,88.6,L,36,-2.0188,-1.1405,Stunted,Gizi Baik +M.Danis Oktaviansyah,elmiatus,24/10/2022,LENGKONG,12.7,88.1,L,36,-2.1537,-1.0083,Stunted,Gizi Baik +Siti Mizan,busia,27/10/2022,LENGKONG,12.3,87.1,P,36,-2.0882,-0.9365,Stunted,Gizi Baik +Aina Liu,hernawati,29/11/2022,LENGKONG,12.1,86.2,P,34,-2.0019,-0.8546,Stunted,Gizi Baik +M.UWAIS,susmita,24/03/2023,LENGKONG,12.1,85.2,L,31,-2.1575,-0.9145,Stunted,Gizi Baik +Siti Aisyah Nur,rini maati,1/3/2023,LENGKONG,12.5,84.5,P,31,-1.9404,-0.2509,Normal,Gizi Baik +ATTHALA MALIK,Dewi Nuril fatma,3/3/2023,LENGKONG,12.2,85.2,L,31,-2.1575,-0.8446,Stunted,Gizi Baik +M. Irham,DEDI/SITIFATIMA,28/04/2021,LENGKONG,15.4,95.2,L,54,-2.5973,-0.9129,Stunted,Gizi Baik +RIVANDRA MALIK,HARTONO/MISYANA,29/05/2021,LENGKONG,14.8,96.3,L,53,-2.2415,-1.1517,Stunted,Gizi Baik +Fiona Eka Maharani,FARADISA / FAROK,6/9/2021,LENGKONG,15.3,94.4,P,49,-2.0526,-0.4362,Stunted,Gizi Baik +Zen Malik,MIA NURKOLISA / HENDRIK,26/02/2021,LENGKONG,16.1,96.6,L,56,-2.4885,-0.7092,Stunted,Gizi Baik +Aira Nabila Tanisha,SITI HASANATUS S/ ABUL F,14/07/2022,LENGKONG,14.4,89,P,39,-2.0535,-0.0074,Stunted,Gizi Baik +Qaisar Al fatih,-,21/11/2023,LENGKONG,12,77.7,L,23,-3.0854,0.0357,Severely Stunted,Gizi Baik +Putri Maulidia,Lastri,12/10/2023,LENGKONG,11.3,76,P,24,-3.0113,-0.1261,Severely Stunted,Gizi Baik +GUIENA DIRA,RISKIYATUL,11/12/2020,LENGKONG,16,98.3,P,58,-2.1483,-0.7674,Stunted,Gizi Baik +Awanda Nurhalizah,SITI MUNAWAROH,10/1/2021,LENGKONG,16.2,97.1,P,57,-2.3074,-0.6126,Stunted,Gizi Baik +Renata Sulis S,MONA,3/2/2021,LENGKONG,15.2,96.2,P,56,-2.4028,-0.9998,Stunted,Gizi Baik +MOHAMMAD SOFIALI,,21/03/2021,LENGKONG,15.5,96.3,L,54,-2.3481,-0.8628,Stunted,Gizi Baik +Tifani Amanda,,24/03/2021,LENGKONG,16.7,95.1,P,54,-2.4416,-0.188,Stunted,Gizi Baik +Moch.Gilang Ramadhan,,30/04/2021,LENGKONG,16.1,97.2,L,53,-2.0359,-0.4985,Stunted,Gizi Baik +Raka malik R.,LIA SILVINA,11/5/2021,LENGKONG,15.3,97.1,L,53,-2.0588,-0.8931,Stunted,Gizi Baik +M.FIKRI,,12/5/2021,LENGKONG,15.4,94,L,53,-2.7668,-0.8425,Stunted,Gizi Baik +Yasmin Nur,Laeli Nur S,23/09/2021,LENGKONG,15.2,91.2,P,48,-2.677,-0.4045,Stunted,Gizi Baik +Nur Az zahra,,4/10/2021,LENGKONG,14.9,93,P,48,-2.2591,-0.5513,Stunted,Gizi Baik +Noval Syahreza,,20/01/2022,LENGKONG,15.1,92.1,L,44,-2.2103,-0.3028,Stunted,Gizi Baik +ARZAYYAN,Hoiriyatus Isnaini,4/4/2022,LENGKONG,13.7,89.2,L,42,-2.6863,-0.9193,Stunted,Gizi Baik +RADITYA RISKI,SITI HOFIFAH,9/5/2022,LENGKONG,13.9,90.9,L,41,-2.1268,-0.7154,Stunted,Gizi Baik +M.Zafran,linda,27/05/2022,LENGKONG,14.1,90.2,L,40,-2.1712,-0.5111,Stunted,Gizi Baik +FIONA ZEA,Yuni Puji,23/06/2022,LENGKONG,13.9,88.1,L,39,-2.5794,-0.5383,Stunted,Gizi Baik +AHMAD RIFKI,,3/8/2022,LENGKONG,12.3,89.1,L,38,-2.179,-1.4569,Stunted,Gizi Baik +ZOYRA Oktavia,erna ningsih,24/10/2022,LENGKONG,12.4,85.2,P,35,-2.432,-0.7656,Stunted,Gizi Baik +NAVENDRA,,15/11/2022,LENGKONG,11.8,84.9,L,35,-2.8749,-1.5286,Stunted,Gizi Baik +SEKAR AYU,,30/11/2022,LENGKONG,11.9,84,P,34,-2.5935,-0.9898,Stunted,Gizi Baik +RAFANIA SALSABILA,Siti munawaroh,5/12/2022,LENGKONG,12,83.8,P,34,-2.6473,-0.9218,Stunted,Gizi Baik +Muhammad Abdus salam,LINDA,5/1/2023,LENGKONG,12.1,84,L,33,-2.827,-1.1228,Stunted,Gizi Baik +MOH MALIK,FITROTIN,19/01/2023,LENGKONG,11.7,83,L,32,-2.9544,-1.3052,Stunted,Gizi Baik +MUH ASKA ALFARO P,SINTA,7/3/2023,LENGKONG,11.8,85.1,L,31,-2.1864,-1.1278,Stunted,Gizi Baik +M.SIDAN,wilda,8/5/2023,LENGKONG,10.9,83.9,L,29,-2.1739,-1.5849,Stunted,Gizi Baik +AGENG PRAYOGA,MONA,26/06/2023,LENGKONG,11,80.2,L,27,-2.9116,-1.2683,Stunted,Gizi Baik +ALLUCA KENZIE,fika dwi,27/07/2023,LENGKONG,11.2,80.1,L,26,-2.7416,-0.9848,Stunted,Gizi Baik +NAYLA AZKIA,NURAINI,6/9/2023,LENGKONG,11.6,79.7,P,25,-2.1018,-0.0598,Stunted,Gizi Baik +Kayla Maulidia,faridatul,7/10/2023,LENGKONG,11.2,78.4,P,24,-2.2674,-0.1982,Stunted,Gizi Baik +Adiba Kurratus ain,RIYATUS,29/10/2023,LENGKONG,10.9,77.1,P,23,-2.6532,-0.2703,Stunted,Gizi Baik +Allea Shanum A.,NURING,23/11/2023,LENGKONG,11.1,77.8,P,22,-2.1806,0.0286,Stunted,Gizi Baik +M.Danil Fatih,BADRIYAH,4/8/2023,LENGKONG,11,77.9,L,26,-3.4343,-1.1414,Severely Stunted,Gizi Baik +Nayka Almahira,ELOK,27/09/2023,LENGKONG,10.9,77.2,P,24,-2.6393,-0.4199,Stunted,Gizi Baik +Isnanur Fadila .F,Mustafida Soni Fauzidatul Rahman,23/12/2020,KAWANGREJO,14.5,98.6,P,57,-1.9846,-1.4109,Normal,Gizi Baik +MICHELE EL ZAFIRA PUTRI HARDIANTO,FIRA/RUDI HARDIANTO,7/6/2022,KAWANGREJO,11,87,P,40,-2.6999,-2.2453,Stunted,Gizi Kurang +Arya Dzaki Pratama,Holifatul Saimah Alfan,30/10/2022,KAWANGREJO,10.5,84,L,35,-3.1208,-2.5115,Severely Stunted,Gizi Kurang +GUIENA DIRA,RISKIYATUL,11/12/2020,LENGKONG,16,98.3,P,58,-2.1483,-0.7674,Stunted,Gizi Baik +Awanda Nurhalizah,SITI MUNAWAROH,10/1/2021,LENGKONG,16.2,97.1,P,57,-2.3074,-0.6126,Stunted,Gizi Baik +Renata Sulis S,MONA,3/2/2021,LENGKONG,15.2,96.2,P,56,-2.4028,-0.9998,Stunted,Gizi Baik +MOHAMMAD SOFIALI,,21/03/2021,LENGKONG,15.5,96.3,L,54,-2.3481,-0.8628,Stunted,Gizi Baik +Tifani Amanda,,24/03/2021,LENGKONG,16.7,95.1,P,54,-2.4416,-0.188,Stunted,Gizi Baik +Moch.Gilang Ramadhan,,30/04/2021,LENGKONG,16.1,97.2,L,53,-2.0359,-0.4985,Stunted,Gizi Baik +Raka malik R.,LIA SILVINA,11/5/2021,LENGKONG,15.3,97.1,L,53,-2.0588,-0.8931,Stunted,Gizi Baik +M.FIKRI,,12/5/2021,LENGKONG,15.4,94,L,53,-2.7668,-0.8425,Stunted,Gizi Baik +Yasmin Nur,Laeli Nur S,23/09/2021,LENGKONG,15.2,91.2,P,48,-2.677,-0.4045,Stunted,Gizi Baik +Maudi Putri salsabila,Faiqotus S,12/10/2021,LENGKONG,15.1,92.8,P,48,-2.3055,-0.453,Stunted,Gizi Baik +Nur Az zahra,,4/10/2021,LENGKONG,14.9,93,P,48,-2.2591,-0.5513,Stunted,Gizi Baik +Noval Syahreza,,20/01/2022,LENGKONG,15.1,92.1,L,44,-2.2103,-0.3028,Stunted,Gizi Baik +ARZAYYAN,Hoiriyatus Isnaini,4/4/2022,LENGKONG,13.7,89.2,L,42,-2.6863,-0.9193,Stunted,Gizi Baik +RADITYA RISKI,SITI HOFIFAH,9/5/2022,LENGKONG,13.9,90.9,L,41,-2.1268,-0.7154,Stunted,Gizi Baik +M.Zafran,linda,27/05/2022,LENGKONG,14.1,90.2,L,40,-2.1712,-0.5111,Stunted,Gizi Baik +ALFIA ZEA,dewi,28/05/2022,LENGKONG,13.1,86.3,P,40,-2.8757,-0.8357,Stunted,Gizi Baik +FIONA ZEA,Yuni Puji,23/06/2022,LENGKONG,13.9,88.1,L,39,-2.5794,-0.5383,Stunted,Gizi Baik +ZOYRA Oktavia,erna ningsih,24/10/2022,LENGKONG,12.4,85.2,P,35,-2.432,-0.7656,Stunted,Gizi Baik +NAVENDRA,,15/11/2022,LENGKONG,11.8,84.9,L,35,-2.8749,-1.5286,Stunted,Gizi Baik +SEKAR AYU,,30/11/2022,LENGKONG,11.9,84,P,34,-2.5935,-0.9898,Stunted,Gizi Baik +RAFANIA SALSABILA,Siti munawaroh,5/12/2022,LENGKONG,12,83.8,P,34,-2.6473,-0.9218,Stunted,Gizi Baik +Muhammad Abdus salam,LINDA,5/1/2023,LENGKONG,12.1,84,L,33,-2.827,-1.1228,Stunted,Gizi Baik +MOH MALIK,FITROTIN,19/01/2023,LENGKONG,11.7,83,L,32,-2.9544,-1.3052,Stunted,Gizi Baik +MUH ASKA ALFARO P,SINTA,7/3/2023,LENGKONG,11.8,85.1,L,31,-2.1864,-1.1278,Stunted,Gizi Baik +M.SIDAN,wilda,8/5/2023,LENGKONG,10.9,83.9,L,29,-2.1739,-1.5849,Stunted,Gizi Baik +AGENG PRAYOGA,MONA,26/06/2023,LENGKONG,11,80.2,L,27,-2.9116,-1.2683,Stunted,Gizi Baik +ALLUCA KENZIE,fika dwi,27/07/2023,LENGKONG,11.2,80.1,L,26,-2.7416,-0.9848,Stunted,Gizi Baik +NAYLA AZKIA,NURAINI,6/9/2023,LENGKONG,11.6,79.7,P,25,-2.1018,-0.0598,Stunted,Gizi Baik +Kayla Maulidia,faridatul,7/10/2023,LENGKONG,11.2,78.4,P,24,-2.2674,-0.1982,Stunted,Gizi Baik +Adiba Kurratus ain,RIYATUS,29/10/2023,LENGKONG,10.9,77.1,P,23,-2.6532,-0.2703,Stunted,Gizi Baik +Allea Shanum A.,NURING,23/11/2023,LENGKONG,11.1,77.8,P,22,-2.1806,0.0286,Stunted,Gizi Baik +M.Danil Fatih,BADRIYAH,4/8/2023,LENGKONG,11,77.9,L,26,-3.4343,-1.1414,Severely Stunted,Gizi Baik +Nayka Almahira,ELOK,27/09/2023,LENGKONG,10.9,77.2,P,24,-2.6393,-0.4199,Stunted,Gizi Baik +ALETHA SYAKILA,rolis,31/10/2021,LENGKONG,11.1,84.3,P,47,-4.1787,-2.7612,Severely Stunted,Gizi Kurang +M.MAULANA MALIK,silviana,11/11/2021,LENGKONG,14.9,92.9,L,47,-2.3727,-0.6532,Stunted,Gizi Baik +M.ARGA SAHIL,elit,30/11/2021,LENGKONG,15.2,93.3,L,46,-2.1589,-0.4149,Stunted,Gizi Baik +FANIA PUTRI A.,holifatul,16/01/2022,LENGKONG,14.2,91.6,P,45,-2.2261,-0.6638,Stunted,Gizi Baik +AHMAD HAIDAR MUBAROK,Dewi yanti,15/10/2020,LENGKONG,17.3,99.3,L,60,-2.3013,-0.4324,Stunted,Gizi Baik +M DIMAS,HOYRIYAH,6/7/2023,LAMPEJI,7.6,79,L,27,-3.2825,-4.4854,Severely Stunted,Gizi Buruk +ALISA,ULUNG,11/4/2024,LAMPEJI,7.6,71,P,18,-3.3431,-2.5127,Severely Stunted,Gizi Kurang +ADIVA UMAIZA,Sutini,30/06/2021,SUCO,12,90,P,51,-3.2738,-2.434,Severely Stunted,Gizi Kurang +M. ADAM ALFARISKI,SOFIATUS,9/11/2022,SUCO,12.7,84,L,35,-3.1208,-0.9134,Severely Stunted,Gizi Baik +AULIA,ABEL PUTRI,29/03/2024,SUCO,8.4,74,P,19,-2.6091,-1.8178,Stunted,Gizi Baik +M SABIL ANUGERAH,SILVI,31/08/2022,SUCO,10.7,83,L,38,-3.7852,-2.6191,Severely Stunted,Gizi Kurang +BAHTIAR,IBU BAHTIAR,2/2/2023,SUCO,9.1,85,L,33,-2.5463,-3.544,Stunted,Gizi Buruk +HILYA AZKAYRA P,ibu hilya,17/03/2023,SUCO,9.2,84,P,31,-2.0801,-2.8223,Stunted,Gizi Kurang +MUHAMMAD REGA SEPTIAN,AINIATUL,28/03/2023,LAMPEJI,11.6,84,L,30,-2.3296,-1.1643,Stunted,Gizi Baik +ZENIA SAFA NABILA,IIN,8/2/2022,LAMPEJI,10.7,87,P,44,-3.208,-2.825,Severely Stunted,Gizi Kurang +SITI NUR FATIYAH,NIKMATUL,3/8/2023,LAMPEJI,8.1,77,P,26,-3.137,-3.2738,Severely Stunted,Gizi Buruk +MUHAMMAD ARKANA ZAVIR,AINI RISKI LUTFIYAH,1/2/2024,LAMPEJI,11,75,L,21,-3.5262,-0.4322,Severely Stunted,Gizi Baik +HASAN UBAYDILLAH,ROSAFATUL HASANAH,1/4/2024,LAMPEJI,12,74,L,19,-3.3542,0.6641,Severely Stunted,Gizi Baik +M ALFATIH,SINTA,3/1/2024,LAMPEJI,10.8,72,L,22,-4.7875,-0.7455,Severely Stunted,Gizi Baik +LEONARDO RAMADHAN,JIHAN,12/3/2024,LAMPEJI,10.3,73,L,19,-3.7171,-0.7042,Severely Stunted,Gizi Baik +IRSYAT AKMAL,WAHYUNI,25/12/2023,LAMPEJI,12,75,L,22,-3.7651,0.1858,Severely Stunted,Gizi Baik +FARA ALFIRA,ROFIMAWATI,30/01/2021,LAMPEJI,16,95,P,57,-2.7593,-0.7005,Stunted,Gizi Baik +SITI DIANATUS SAFIQOH,NURUL DHORINA,5/4/2024,KAWANGREJO,7.7,75,P,18,-1.9656,-2.398,Normal,Gizi Kurang +FARHAN,LAILATUL ISTIMAH,18/05/2024,TAMANSARI,12,67,L,17,-5.396,1.0096,Severely Stunted,Gizi Baik +MUHAMMAD REHAN,JAMILATUL,26/05/2024,TAMANSARI,11.5,75,L,17,-2.3664,0.6245,Stunted,Gizi Baik +AL JAILANI,SARASWATI,9/4/2024,TAMANSARI,8.6,70,L,18,-4.5449,-2.1577,Severely Stunted,Gizi Kurang +SITI FATIMAH,SITI KOMARIYAH,5/5/2024,TAMANSARI,10,71,P,17,-3.0435,-0.0183,Severely Stunted,Gizi Baik +NAILA,HAYATI,23/05/2024,TAMANSARI,9.1,70,P,17,-3.3945,-0.7945,Severely Stunted,Gizi Baik +AHMADI,NADIVATUL,13/05/2024,TAMANSARI,9.5,76,L,17,-1.9877,-1.0987,Normal,Gizi Baik +RESTI PUTRI HUMAIROH,NURHASANAH,19/02/2024,LAMPEJI,9.8,77,L,20,-2.5585,-1.3059,Stunted,Gizi Baik +MUTMAINNATUL HOLILAH,SITI HOLIFAH,10/12/2023,LAMPEJI,11.4,78,P,22,-2.1165,0.2435,Stunted,Gizi Baik +MUHAMMAD ARYAN DAFI FAHNAN,SITI NURDIANA,1/2/2024,LAMPEJI,11,78,L,20,-2.2032,-0.2764,Stunted,Gizi Baik +AHMAD ARKHAN RAFIF,FATIM,15/02/2024,LAMPEJI,11,76.5,L,20,-2.7362,-0.2764,Stunted,Gizi Baik +KHANZA ALMAHYRA,ETI KUS ENDANG,3/2/2024,LAMPEJI,11,75,P,20,-2.5569,0.2639,Stunted,Gizi Baik +M.Zidan Alfarisi,Eva,20/12/2020,LENGKONG,16.7,98.1,L,58,-2.3608,-0.566,Stunted,Gizi Baik +Elfathan,Sofia,9/1/2021,LENGKONG,16.6,97,L,58,-2.6019,-0.6114,Stunted,Gizi Baik +AHMAD alzam,Holis A.,18/10/2021,LENGKONG,15.7,92,L,48,-2.7008,-0.3182,Stunted,Gizi Baik +Bisma P,Yosi hadi,28/10/2021,LENGKONG,15.5,92,L,48,-2.7008,-0.4192,Stunted,Gizi Baik +Zianka,Putri,28/11/2021,LENGKONG,15,92,P,47,-2.3747,-0.4209,Stunted,Gizi Baik +M.abdillah fatir,Bawon ismawati,12/1/2022,LENGKONG,15,91.9,L,46,-2.4987,-0.5203,Stunted,Gizi Baik +M. JANUAR A,Mike w.,21/01/2022,LENGKONG,15,91.1,L,45,-2.5775,-0.439,Stunted,Gizi Baik +Narasya nur. S.,Wakik S.,23/03/2022,LENGKONG,14.7,89.4,P,43,-2.503,-0.2288,Stunted,Gizi Baik +Keenan Ghazi,Wenj,3/3/2022,LENGKONG,14.7,90.2,L,44,-2.6802,-0.5181,Stunted,Gizi Baik +M.Virza,Nur adelia,6/9/2022,LENGKONG,14.8,88.1,L,38,-2.4423,0.0671,Stunted,Gizi Baik +By.ny Faiqotul Himah,Faiqotul hikmah,27/11/2022,LENGKONG,13.2,85.1,L,35,-2.8203,-0.5913,Stunted,Gizi Baik +Ahmad afnan,Hoiriatul,14/07/2023,LENGKONG,12.4,82,L,27,-2.3552,-0.2333,Stunted,Gizi Baik +M.Aldy Uwais,Putri lestari,29/07/2023,LENGKONG,12.3,82.1,L,27,-2.3243,-0.3031,Stunted,Gizi Baik +Ahmad sahril,Halimatus,13/09/2023,LENGKONG,12.3,79.9,L,25,-2.5905,-0.0355,Stunted,Gizi Baik +BY NY SATUPAH,SATUPAH,23/05/2024,LENGKONG,9.8,74,L,17,-2.7451,-0.8189,Stunted,Gizi Baik +Arka ragil S,Busairi,21/10/2023,LENGKONG,13,81,L,24,-2.0019,0.5905,Stunted,Gizi Baik +ASSIFA ZUNAIRA PUTRI HAWA,IBU ASSIFA,29/05/2023,SUCO,10.8,75,P,29,-4.2803,-1.1968,Severely Stunted,Gizi Baik +ELFINA,FIT,12/1/2022,TAMANSARI,13,85,P,45,-3.8019,-1.341,Severely Stunted,Gizi Baik +ADAM,RIRIN,24/06/2022,TAMANSARI,12.8,90,L,39,-2.0847,-1.216,Stunted,Gizi Baik +IKA NURAINI,LUSI,11/8/2022,TAMANSARI,12.4,87,P,38,-2.4174,-1.0759,Stunted,Gizi Baik +ALMAHIRA,HEMA,12/2/2024,TAMANSARI,8.5,70,P,20,-4.2164,-1.8851,Severely Stunted,Gizi Baik +AZAM,HOSNI,16/02/2024,TAMANSARI,10.5,72,L,20,-4.3354,-0.6911,Severely Stunted,Gizi Baik +ZAKI,INDAH,11/6/2024,TAMANSARI,10.1,74,L,16,-2.4034,-0.3712,Stunted,Gizi Baik +KAVI RASYA BUDIANTO,Siti Fatimah,3/7/2024,KAWANGREJO,7.6,71,L,15,-3.2193,-2.754,Severely Stunted,Gizi Kurang +REFAN,HOTIMAH/ULUM,28/03/2024,TAMANSARI,12,74.2,L,19,-3.2816,0.6641,Severely Stunted,Gizi Baik +RATNA,YULIA / ANDRIK,30/08/2023,SUCO,10,80,P,26,-2.2361,-1.4316,Stunted,Gizi Baik +M DANDI,QOSIM,27/11/2023,SUCO,8.9,79,L,23,-2.6513,-2.5962,Stunted,Gizi Kurang +BY NY BABUN,BABUN/MUBAROK,6/8/2024,SUCO,7.3,71,P,15,-2.3766,-2.302,Stunted,Gizi Kurang +MAULIDA ARETA,novita,19/06/2024,LAMPEJI,8,71,P,16,-2.7217,-1.7025,Stunted,Gizi Baik +AZQIARA YUMNA,M.AINUR/LAILATUL HOIROH,15/09/2024,TAMANSARI,7.3,66,P,13,-3.5053,-1.9031,Severely Stunted,Gizi Baik +RHAKA,ABELIA,3/9/2024,TAMANSARI,6.7,66,L,13,-4.5006,-3.5043,Severely Stunted,Gizi Buruk +SOVIA MAULIDA,FARIDA,5/9/2024,TAMANSARI,7.3,66,P,13,-3.5053,-1.9031,Severely Stunted,Gizi Baik +MUHAMMAD FADLI MUBAROK,SULTON/DEVI,11/9/2024,SUCO,7.4,67,L,13,-4.0884,-2.6138,Severely Stunted,Gizi Kurang +NAIFA ALYA,RODIYATUL HAMALIAH,13/10/2024,TAMANSARI,7.3,65,P,12,-3.501,-1.694,Severely Stunted,Gizi Baik +BY NY LULUK ULHIKMAH,ABD.HAMIM/LULUK UL HIKMAH,14/12/2024,TAMANSARI,8.5,67,L,10,-2.749,-0.6894,Stunted,Gizi Baik +MUHAMMAD EGI MAULANA,NITA AMELIA,13/09/2024,LAMPEJI,7.3,63,L,13,-5.7372,-2.736,Severely Stunted,Gizi Kurang +ARGA SETIAWAN R,NOVILA SONATA,21/10/2024,LAMPEJI,10,63,L,12,-5.3651,0.3285,Severely Stunted,Gizi Baik +BARIROTUN MAKSUMAH,efendi/ririn,1/12/2024,SUCO,5.5,66,P,10,-2.2216,-3.6758,Stunted,Gizi Buruk +GARCEL GLEAN ALFAJAR,M DEDIYANSYAH/KEKE PUSPITASARI,8/11/2024,LAMPEJI,9,70,L,11,-1.9485,-0.4099,Normal,Gizi Baik +UMAYZAROH,AHMAD NUR APRILIANTO/NIDAUL LUTFIAH,7/7/2024,LAMPEJI,11.5,72,P,15,-2.0115,1.4365,Stunted,Gizi Baik +M LINTANG DAVINDRA,ZAENUL ARIFIN/DEWI NISAH AZIZAH,23/08/2024,LAMPEJI,10,71,L,14,-2.8457,-0.0864,Stunted,Gizi Baik +FELIYSA OKTAVIA,MAHFID/SITI RUKMIATI,8/10/2024,LAMPEJI,10,64,P,12,-3.8893,0.8959,Severely Stunted,Gizi Baik +M BILAL AL KHAUZAR,SUGIYANTO/HOLISATIN,22/09/2024,LAMPEJI,11,65,L,13,-4.9128,0.9885,Severely Stunted,Gizi Baik +MUHAMMAD DAFFA MUNIRY SYAFI,SYAMSUL ARIFIN/ULFIATUS SOLEHA,16/10/2024,LAMPEJI,10.6,64,L,12,-4.9443,0.8641,Severely Stunted,Gizi Baik +ABIDARUL IHZA YUMNA IZZATI,SEPTIAAN EKO WIJAKSONO/SITI MAESAROH,2/12/2024,LAMPEJI,10.6,62,P,10,-3.8426,1.7914,Severely Stunted,Gizi Baik +SITI AZKAYRA NELIDA,M. Sobri/MUSLIHA,11/4/2021,LAMPEJI,15,97,P,54,-2.0228,-0.956,Stunted,Gizi Baik +M. IPANG RAMDANI,Fathor Rosi/Siti Sofiyah,4/11/2021,LAMPEJI,12.8,91,L,48,-2.9392,-1.9448,Stunted,Gizi Baik +MUHAMMAD FAREL ARDIANSAH,Firman Ardiansah/Lailatul Qomariyah,31/12/2024,LAMPEJI,8,68,L,10,-2.3113,-1.2413,Stunted,Gizi Baik +MUHAMMAD RAYYAN ZAHID ABDILLAH,SAIFULLAH/SOFIATUL HASANAH,14/04/2023,LAMPEJI,14.3,85,L,30,-2.0359,0.6144,Stunted,Gizi Baik +AULIA WANDARI HAMZAH,MOH HAMZAH /NILAM KOMITA,9/4/2021,LAMPEJI,13.3,97,P,54,-2.0228,-1.851,Stunted,Gizi Baik +VIOLA PERMATASARI,MOHAMAD ARIFIN /SITI MAULANA ANJELA,25/06/2022,LAMPEJI,11.2,83,P,40,-3.7046,-2.0962,Severely Stunted,Gizi Kurang +AHMAD ARYA BASTIAWAN,AHMAD IRAWAN,14/06/2023,LAMPEJI,11.2,82,L,28,-2.5547,-1.2346,Stunted,Gizi Baik +RANIA PUTRI MAHARANI,nuryoto/sulastri,31/01/2025,KAWANGREJO,6.7,63,P,8,-2.4312,-1.4186,Stunted,Gizi Baik +MUHAMMAD KAFILLAH,RIZKA AZIZAH/ROFIKI,2/12/2024,SUCO,7.3,61,L,11,-5.8123,-2.3087,Severely Stunted,Gizi Kurang +AFANDRA DEVINO PUTRA,MAULANA LUCKY /PUTRI NAILA FIRDAUS,12/2/2025,LAMPEJI,8.1,63,L,8,-3.4456,-0.5648,Severely Stunted,Gizi Baik +BY NY WARDATUL,DIKI/WARDATUL,23/12/2024,SUCO,6.9,68,L,10,-2.3113,-2.5763,Stunted,Gizi Kurang +ADIBA,IBU ADIBA,7/10/2023,SUCO,9,76,P,24,-3.0113,-2.0345,Severely Stunted,Gizi Kurang +MOH ARSYA,moh romli/siti juhrotul istiana,18/02/2025,KAWANGREJO,6.7,64.2,L,8,-2.9015,-2.2809,Stunted,Gizi Kurang +MUHAMMAD ZAFRAN AL ARIFIN,Zainul Arifin,11/4/2022,KARANGKEDAWUNG,14.1,89,L,42,-2.7368,-0.6856,Stunted,Gizi Baik +HAFIZA AZALIA MARGARETHA,LILIK SUSANTI,11/7/2024,KARANGKEDAWUNG,9.2,73,L,15,-2.4289,-1.0332,Stunted,Gizi Baik +MUHAMMAD PUTRA ABDULLAH,Winda Sari,13/05/2024,KARANGKEDAWUNG,7,75,L,17,-2.3664,-3.8344,Stunted,Gizi Buruk +NINDIA AMATUL LATIFAH,Winda Sari,27/05/2024,KARANGKEDAWUNG,8.7,75,L,17,-2.3664,-1.8891,Stunted,Gizi Baik +ALINA PUTRI SUHEVI,Ayu Wardani,3/2/2023,KARANGKEDAWUNG,12.2,86,L,32,-2.1001,-0.951,Stunted,Gizi Baik +HAFIZA AZALIA MARGARETHA,Lilik Susanti,11/7/2024,KARANGKEDAWUNG,9.2,73,L,15,-2.4289,-1.0332,Stunted,Gizi Baik +ANINDIRA ZEA HUMAIRA,Yuliatin Hasanah,27/10/2024,KARANGKEDAWUNG,9.1,70,L,12,-2.4193,-0.5342,Stunted,Gizi Baik +MUH.RIFKI WILIS,RIFATUL FADILAH,2/2/2023,MUMBULSARI,10.5,77,L,33,-4.7919,-2.3231,Severely Stunted,Gizi Kurang +CAHAYA ALINA SUTIHA,SITI FATIMA R,8/1/2024,MUMBULSARI,8.4,72.2,P,21,-3.7381,-2.1542,Severely Stunted,Gizi Kurang +GIANA QUINZA A,Intan Elok FAIQOH,1/10/2024,MUMBULSARI,9.5,63,P,12,-4.2777,0.4849,Severely Stunted,Gizi Baik +ARSAKA,ANGEL,22/07/2022,KAWANGREJO,11.9,90.5,L,39,-1.9546,-1.8191,Normal,Gizi Baik +ALBINNALDO IRAWAN AL GHIFARI,HAFIDAH,27/02/2025,MUMBULSARI,7,63,L,7,-2.8394,-1.5443,Stunted,Gizi Baik +ANGGUN ALMAHIRA,YENI DWI OKTAVIA,25/02/2025,MUMBULSARI,5.6,61,P,7,-2.7155,-2.5948,Stunted,Gizi Kurang +RANIA PUTRI RAMADHANI,ny,23/03/2025,MUMBULSARI,7,61,P,7,-2.7155,-0.7241,Stunted,Gizi Baik +M DELVIN ALFARISI,herni,22/01/2025,MUMBULSARI,7,67,L,9,-2.2149,-2.1843,Stunted,Gizi Kurang +SABRINA RISKIYA PUTRI,SYAHRONI WIJAYA/SITI NURHALIZA,24/02/2025,MUMBULSARI,6.5,63,P,8,-2.4312,-1.6734,Stunted,Gizi Baik +SITI ZAINAB,SITI FILA MAULIDA,3/4/2025,MUMBULSARI,6.6,62,P,7,-2.2836,-1.2132,Stunted,Gizi Baik +M FADLAN PRATAMA,LATIFAH,12/1/2025,MUMBULSARI,7,63,L,9,-3.9981,-2.1843,Severely Stunted,Gizi Kurang +M ILIF NAZRIL UBAYDILLAH,HOLIFAH,27/02/2025,MUMBULSARI,7,64,L,8,-2.9922,-1.8877,Stunted,Gizi Baik +FINA AF\'IDATUS SHOFA,WARDA,14/03/2025,MUMBULSARI,8,60,P,7,-3.1474,0.3748,Severely Stunted,Gizi Baik +WAIL AHMAD FATIH,ainun,29/03/2025,MUMBULSARI,7,60,L,7,-4.2212,-1.5443,Severely Stunted,Gizi Baik +INAYAH NUR ROHMAH,NAFILAH,4/4/2025,MUMBULSARI,8,58,L,6,-4.4964,0.0756,Severely Stunted,Gizi Baik +ARKAN FIRDAUS MAULANA,Arkan Firdaus maulana,20/01/2025,MUMBULSARI,7,66,L,9,-2.6607,-2.1843,Stunted,Gizi Kurang +MAHREN SYAFANA ALMAHIRA,Siti Amina,3/2/2025,KARANGKEDAWUNG,7,65,L,8,-2.5388,-1.8877,Stunted,Gizi Baik +GHINA MAFAZA,Risqiyah,11/2/2025,KARANGKEDAWUNG,6.9,63,P,8,-2.4312,-1.1722,Stunted,Gizi Baik +MUHAMMAD GAVIN MAHENDRA,Qoimatul,9/2/2025,KARANGKEDAWUNG,7.9,62,L,8,-3.899,-0.7928,Severely Stunted,Gizi Baik +NAYLA DWI TALITA ZAKIYAH,Ulfiatul Nadiroh,2/3/2025,KARANGKEDAWUNG,5.2,57,P,7,-4.4431,-3.2258,Severely Stunted,Gizi Buruk +FARA LATIFATUL QOLBI,Almaisaroh,30/06/2024,KARANGKEDAWUNG,9,73,L,16,-2.7903,-1.412,Stunted,Gizi Baik +MUHAMMAD ARSYA ALFARIZI,Siti Hotija,17/03/2025,KARANGKEDAWUNG,6.8,64,L,7,-2.3788,-1.8047,Stunted,Gizi Baik +M Akbar Pratama,nuria,3/3/2021,LENGKONG,15.9,97.9,L,56,-2.1988,-0.8047,Stunted,Gizi Baik +Viola Aganta,evi Nur,10/10/2021,LENGKONG,14.1,93,P,48,-2.2591,-0.9628,Stunted,Gizi Baik +Elzio M.,0,3/3/2022,LENGKONG,14.6,91.3,L,44,-2.4082,-0.573,Stunted,Gizi Baik +Anindira Aprilia,felisha,4/4/2022,LENGKONG,14.5,88,P,43,-2.8439,-0.3318,Stunted,Gizi Baik +M Keanu,wasilatul Rohmah,5/5/2022,LENGKONG,13.2,91,L,42,-2.2324,-1.2222,Stunted,Gizi Baik +Aghnia Arumi Ghumaisyah,rahmadani,3/3/2023,LENGKONG,11.8,81.3,P,32,-3.0036,-0.8333,Severely Stunted,Gizi Baik +Izzadin Atta Maulana,ita ana,4/4/2023,LENGKONG,11.8,81.5,L,31,-3.2272,-1.1278,Severely Stunted,Gizi Baik +Muhammad Keenzo defandra,Halimatus sa,5/5/2023,LENGKONG,12,82,L,30,-2.9169,-0.875,Stunted,Gizi Baik +Aira Jena,nurul,5/5/2023,LENGKONG,12.6,80.7,P,30,-2.827,-0.0663,Stunted,Gizi Baik +Arkha Alfarisi Sanjaya,mastri,6/6/2023,LENGKONG,11,80.7,L,29,-3.1291,-1.5065,Severely Stunted,Gizi Baik +Liana Putri Fatmawati,lina,11/11/2023,LENGKONG,10.6,78,P,23,-2.3696,-0.4991,Stunted,Gizi Baik +Satria Utuh Hari Ramadan,elida,11/7/2023,LENGKONG,10.5,79,P,27,-2.7454,-1.163,Stunted,Gizi Baik +Alinzy laiba,0,5/11/2023,LENGKONG,10.6,79,P,24,-2.0814,-0.6495,Stunted,Gizi Baik +Kinandita frananda meysa,SITI NUR AZIZAH,10/5/2024,LENGKONG,9.5,71,P,17,-3.0435,-0.4382,Severely Stunted,Gizi Baik +Nurul safitri,ROFIAH,12/4/2024,LENGKONG,7.5,71.2,P,18,-3.2742,-2.6293,Severely Stunted,Gizi Kurang +Layla Intan,SINDIYANTI,12/7/2024,LENGKONG,8.3,68.2,P,15,-3.3988,-1.2045,Severely Stunted,Gizi Baik +Fathiya chasnatus,PUTRI AYU,9/9/2024,LENGKONG,7.6,63,P,13,-4.6462,-1.5602,Severely Stunted,Gizi Baik +Maura putri wulandari,Anita eka,16/05/2024,LENGKONG,9.5,70,P,17,-3.3945,-0.4382,Severely Stunted,Gizi Baik +Aizah Salsahila,Eko,30/08/2022,LENGKONG,12.6,83.3,P,38,-3.367,-0.9482,Severely Stunted,Gizi Baik +Ahmad malik,Muh. Arif Sunandriyo,23/04/2023,LENGKONG,12.3,84.3,L,31,-2.4177,-0.7753,Stunted,Gizi Baik +Arka ragil S,Imam Syaful Bahri,21/10/2023,LENGKONG,13,81,L,24,-2.0019,0.5905,Stunted,Gizi Baik +Muhammad Daffa,Moh Rizal,4/5/2024,LENGKONG,10.4,74,L,18,-3.0619,-0.4538,Severely Stunted,Gizi Baik +Muhammad Rafa Maulana Anggara,Muhammad Ridwan D. A,24/02/2024,LENGKONG,10.2,77,L,20,-2.5585,-0.9495,Stunted,Gizi Baik +Mazaya Raline Shidqia,Donny Ramadhantika,9/3/2024,LENGKONG,10,74,P,20,-2.8888,-0.5127,Stunted,Gizi Baik +MUHAMMAD SHAKA,A.ZIZI / MUFIDA,19/03/2024,MUMBULSARI,11,75,L,19,-2.9912,-0.1157,Stunted,Gizi Baik +M NATHAN SAQUIL ANGGARA,NADIA / ANGGIK,14/05/2024,MUMBULSARI,13,75,L,17,-2.3664,1.7351,Stunted,Gizi Baik +MUHAMMAD AL GHAZALI,MURSILA / IYON,22/06/2024,MUMBULSARI,10,73,L,16,-2.7903,-0.4611,Stunted,Gizi Baik +M NATHAN AL GHAZALI,RENDA / ARI MUJI,8/12/2024,MUMBULSARI,9,68,L,10,-2.3113,-0.1666,Stunted,Gizi Baik +NAYAKA AGRATA P,JOKO / NURAINI,18/11/2024,MUMBULSARI,9,65,L,11,-4.0951,-0.4099,Severely Stunted,Gizi Baik +M. REVAN A,HARNIK SIVIANTI,31/01/2022,MUMBULSARI,18,90,L,45,-2.847,1.0042,Stunted,Gizi Baik +MOCH RAFIR ALFARISI,MUYASAROH,16/03/2022,MUMBULSARI,13,90,L,43,-2.6096,-1.4298,Stunted,Gizi Baik +MOCH ROMADONI,SITI LAILATUS S,6/4/2022,MUMBULSARI,12.2,90,L,42,-2.4846,-1.8674,Stunted,Gizi Baik +M. RISKI RAMADANI,HOFIFAH,4/4/2022,MUMBULSARI,12.3,90,L,43,-2.6096,-1.8822,Stunted,Gizi Baik +DAFIN AL MALIKI,FAJRIYAH,12/10/2022,MUMBULSARI,14,87,L,36,-2.4504,-0.1999,Stunted,Gizi Baik +TRIYA SORAYA,NOVI TRIA,10/1/2023,MUMBULSARI,10.4,81,P,33,-3.2469,-1.9976,Severely Stunted,Gizi Baik +NADIRA NIKEN,RASTILAWATI,13/01/2023,MUMBULSARI,10.9,85,P,33,-2.1577,-1.6022,Stunted,Gizi Baik +FITO DWI ALFARA,FITRIATUL HASANAH,5/4/2023,MUMBULSARI,14,78,L,31,-4.239,0.3195,Severely Stunted,Gizi Baik +RENATA NUR AQILA,NUR AINI,27/04/2023,MUMBULSARI,12.3,78,P,30,-3.5918,-0.259,Severely Stunted,Gizi Baik +QONITA HAFIDZA,KENISMI,21/05/2023,MUMBULSARI,11.8,79,P,29,-3.1311,-0.4682,Severely Stunted,Gizi Baik +MOCH ALWI AL HASAN,DEBI,25/05/2023,MUMBULSARI,10.2,83,L,29,-2.4426,-2.1559,Stunted,Gizi Kurang +MUHAMMAD RAFAZA,AMELUA PUTRI,9/10/2023,MUMBULSARI,9.5,76,L,24,-3.6385,-2.158,Severely Stunted,Gizi Kurang +JIHAN NUR AISYAH,NURHASANAH,23/01/2024,MUMBULSARI,9.5,75,P,21,-2.8252,-1.1002,Stunted,Gizi Baik +M. REYHAN,ANIK WULANDARI,11/1/2024,MUMBULSARI,10,76,L,21,-3.1783,-1.2783,Severely Stunted,Gizi Baik +GEBI,TARISA KAMILA,22/01/2024,MUMBULSARI,9,73,P,21,-3.4773,-1.5588,Severely Stunted,Gizi Baik +ZAYYIDIAH AMINA,DWI INTAN,23/04/2024,MUMBULSARI,9,70,P,18,-3.6875,-1.0597,Severely Stunted,Gizi Baik +NADIA AGUSTINA,HUSNUL HOTIMAH,28/08/2024,MUMBULSARI,8.7,68,P,14,-3.1228,-0.6236,Severely Stunted,Gizi Baik +ANINDIA PUTRI H,PUTRI AYU DEWI L,6/10/2024,MUMBULSARI,8.7,66,P,12,-3.1126,-0.2299,Severely Stunted,Gizi Baik +MUHAMMAD MAULANA,ISMATUN,22/10/2024,MUMBULSARI,8.5,69,L,12,-2.8401,-1.1548,Stunted,Gizi Baik +M.biyan agha d,megawati,18/09/2022,MUMBULSARI,12.3,85,L,37,-3.1271,-1.3669,Severely Stunted,Gizi Baik +Zaidan,Rofiqotul insiyah,10/8/2023,MUMBULSARI,11.4,80,L,26,-2.7731,-0.8311,Stunted,Gizi Baik +M.raka yusuf r.,siti hofifah,19/04/2023,MUMBULSARI,11.6,76,L,30,-4.6789,-1.1643,Severely Stunted,Gizi Baik +Muhammad faqanzio,Qothrun nada,20/03/2023,MUMBULSARI,12,79,L,31,-3.9499,-0.9849,Severely Stunted,Gizi Baik +muhammad arif mobarok,Farizah nur dini,15/09/2023,MUMBULSARI,9.6,78,L,25,-3.2003,-2.1986,Severely Stunted,Gizi Kurang +MUHAMMAD HAMDI,HUSNOL HOTIMAH,13/02/2025,TAMANSARI,6,62,L,8,-3.899,-3.2637,Severely Stunted,Gizi Buruk +M RHAKA BILAL AL MUBAROK,wasila,23/02/2025,TAMANSARI,7.8,65,L,8,-2.5388,-0.9087,Stunted,Gizi Baik +M FAHIM YAHYA AR ROSYID,NINING ANGGRAINI,3/3/2025,TAMANSARI,6.9,65,L,7,-1.9182,-1.6736,Normal,Gizi Baik +BY NY SISILIA,BY NY SISILIA,9/4/2025,TAMANSARI,8.2,62,L,6,-2.6275,0.3016,Stunted,Gizi Baik +ARASELY GHEA ARISHSA AZ-ZAHRA,ALVIA,4/3/2025,TAMANSARI,6.9,54.4,P,7,-5.566,-0.8434,Severely Stunted,Gizi Baik +MUHAMMAD ZAKI MALIK,Aisyah,8/1/2025,LENGKONG,7.1,64,L,9,-3.5523,-2.0567,Severely Stunted,Gizi Kurang +MUHAMMAD ZAINAL ABIDINA ALI,NASIFAH,4/4/2025,LENGKONG,4.4,54,P,7,-5.7388,-4.666,Severely Stunted,Gizi Buruk +NUR KRISNA B.,FELIA HORSIAH,24/04/2025,LENGKONG,3.6,61,P,6,-2.0875,-5.9467,Stunted,Gizi Buruk +KHALISA SALSABILLA,NU R HAIRIYAH,7/5/2025,LENGKONG,4.6,52,P,5,-5.4254,-3.3306,Severely Stunted,Gizi Buruk +AFIFAH NAYLA NUR FAUZAN,NASILAH J,15/05/2025,LENGKONG,4.2,52,P,5,-5.4254,-4.0863,Severely Stunted,Gizi Buruk +M.ANINDIAZ FIRMANSYAH,ANINDIA,4/5/2025,TAMANSARI,6,57,L,5,-4.2162,-1.9951,Severely Stunted,Gizi Baik +ZAYRA ALSHAMIRA DARMAWAN,TIZA RIDHO RISKYAH,29/05/2025,TAMANSARI,6,50.8,P,4,-5.2161,-0.5503,Severely Stunted,Gizi Baik +ANISA PUTRI,Totok/WAHYUNI,14/03/2025,LAMPEJI,7.8,56,P,7,-4.875,0.1677,Severely Stunted,Gizi Baik +BY NY ULWATUL,NY ULWATUL,10/6/2025,MUMBULSARI,4.4,50,P,4,-5.5857,-3.0539,Severely Stunted,Gizi Buruk +BY NY LATIFATUL MUKMINAH,LATIFATUL MUKMINAH,13/06/2025,MUMBULSARI,4.4,50,P,4,-5.5857,-3.0539,Severely Stunted,Gizi Buruk +MUHAMMAD ALBI PUTRA PRATAMA,NABILATUS ZAHRO,18/06/2025,TAMANSARI,5.8,60,L,4,-1.8676,-1.6406,Normal,Gizi Baik +RESTI NUR CAHAYA PUTRI,feni dwi yulitasari,1/6/2025,LENGKONG,3.7,52,P,4,-4.6616,-4.4543,Severely Stunted,Gizi Buruk +SYELINA AURORA AZZAHRA,KHUZAIMATUL R,9/6/2025,LENGKONG,4,51,P,4,-5.1236,-3.8241,Severely Stunted,Gizi Buruk +M. ABIYAN PRATAMA,Nanda/Nuraini,31/05/2025,SUCO,5.4,60,L,5,-2.7954,-2.91,Stunted,Gizi Kurang +BY NY TUTUT TIKA,TUTUT TIKA,3/7/2025,MUMBULSARI,4,51,P,4,-5.1236,-3.8241,Severely Stunted,Gizi Buruk +BY. NIKAWATI NINGSIH,NIKAWATI NINGSIH,1/7/2025,MUMBULSARI,4.5,52,L,4,-5.7123,-3.7763,Severely Stunted,Gizi Buruk +BY NY SITI AISYAH,NY SITI AISYAH,2/7/2025,MUMBULSARI,3.6,53,P,4,-4.1996,-4.6759,Severely Stunted,Gizi Buruk +BY.NY NUR AINI,nur aini,3/7/2025,MUMBULSARI,3.5,55,P,4,-3.2756,-4.9037,Severely Stunted,Gizi Buruk +BAYI (NY) FAIZATUL IMAMAH,NY FAIZATUL IMAMAH,13/07/2025,MUMBULSARI,4,53,L,3,-4.1231,-3.8193,Severely Stunted,Gizi Buruk +SYELINA AURORA AZZAHRA,khuzaimatul r,9/6/2025,LENGKONG,4,51,P,4,-5.1236,-3.8241,Severely Stunted,Gizi Buruk +RESTI NUR CAHAYA PUTRI,feni dwi y,1/6/2025,LENGKONG,3.7,52,P,4,-4.6616,-4.4543,Severely Stunted,Gizi Buruk +BY NY ENDANG,ENDANG,16/07/2025,MUMBULSARI,4.2,53,P,3,-3.2317,-2.6028,Severely Stunted,Gizi Kurang +BY NY ALFIATUS SOLEHA,ALFIYATUS SOLEHA,16/06/2025,MUMBULSARI,5.8,60,L,4,-1.8676,-1.6406,Normal,Gizi Baik +BY NY FAIK FADILAH,FAIK FADILAH,26/07/2025,MUMBULSARI,4,54,L,3,-3.634,-3.8193,Severely Stunted,Gizi Buruk +BY NY HOSIAH,HOSI'AH,11/7/2025,MUMBULSARI,4.3,52,P,3,-3.7067,-2.4187,Severely Stunted,Gizi Kurang +BY NY NUR AINI,nur aini,3/7/2025,MUMBULSARI,3.5,55,P,4,-3.2756,-4.9037,Severely Stunted,Gizi Buruk +BY NY SITI FILA,SITI FILA MAULIDAH,3/4/2025,MUMBULSARI,6.7,58,P,7,-4.0112,-1.0879,Severely Stunted,Gizi Baik +NABILA ASIKA,diyah yuliatin,12/7/2025,LENGKONG,4.4,51,P,3,-4.1818,-2.2387,Severely Stunted,Gizi Kurang +MUHAMMAD ROYHAN ALHASAN,ferli safira,17/07/2025,LENGKONG,4.3,51,L,3,-5.1014,-3.247,Severely Stunted,Gizi Buruk +MUHAMMAD INDRA ZAKARIA,Mustari/Sulistyorini,30/06/2025,KAWANGREJO,4.7,57,L,3,-2.1665,-2.5332,Stunted,Gizi Kurang +BY NY RIZQI PUTRI,RIZQI PUTRI,4/8/2025,TAMANSARI,5.2,50,L,3,-5.5906,-1.7084,Severely Stunted,Gizi Baik +NUR HASAN ABDULLAH M.,DIO/DATIL,17/06/2025,SUCO,5.4,59,L,4,-2.3482,-2.2505,Stunted,Gizi Kurang +BY NY NURUL HILMIYAH,NURUL HILMIYAH,9/8/2025,TAMANSARI,5.5,52,L,2,-3.2117,-0.0984,Severely Stunted,Gizi Baik +BY NY ANITA WULANDARI,NY ANITA WULANDARI,29/08/2025,MUMBULSARI,3.6,52,L,2,-3.2117,-3.3735,Severely Stunted,Gizi Buruk +IBRA ARDIYANSYAH,MAHFUD/FAISAH,7/7/2025,LAMPEJI,4.5,53,L,3,-4.1231,-2.8835,Severely Stunted,Gizi Kurang +ZAHRA KHOIRONISA,TAUFIQ/SRIYATI,24/05/2025,LAMPEJI,4.3,58,P,4,-1.8896,-3.2397,Normal,Gizi Buruk +AIRIN FATANIA AL ISBAH,IFAN/LINA,28/02/2023,LAMPEJI,9,81,P,32,-3.0863,-3.1364,Severely Stunted,Gizi Buruk +BILQIS SYIFA AZZAHRA,RONI ARDIANSYAH/ALFIN DAMAYANTI,25/07/2025,LAMPEJI,4.2,54,P,3,-2.7566,-2.6028,Stunted,Gizi Kurang +BY NY SILVIA ULVA,ny silvia ulva,4/9/2025,MUMBULSARI,4.5,52,L,2,-3.2117,-1.6832,Severely Stunted,Gizi Baik +BY NY HIKMATUN NISA,NY HIKMATUN NISA,8/9/2025,MUMBULSARI,3.5,51,L,1,-1.9133,-1.7773,Normal,Gizi Baik +M.RYSZARD ALFARIZQY,ERIK CAHYA/FAIZAH KARIMAH,5/9/2025,KAWANGREJO,3.2,50,L,1,-2.4271,-2.4033,Stunted,Gizi Kurang +BY NY FIRDAUSIYAH,firdausiyah,4/10/2025,SUCO,2.7,45,P,0,-2.2267,-1.227,Stunted,Gizi Baik +M.GIBRAN,Zainul/Della hoiriyah,27/07/2022,LAMPEJI,10.9,87,L,39,-2.8658,-2.5499,Stunted,Gizi Kurang +BY NY SINTA WULANDARI,SINTA WULANDARI,11/10/2025,LENGKONG,2.27,46,L,0,-2.0518,-2.4859,Stunted,Gizi Kurang +BY.NY SITI HOIRIYAH,ny. siti hoiriyah,13/09/2025,MUMBULSARI,3.8,51,L,1,-1.9133,-1.1914,Normal,Gizi Baik +BY.NY.FADILAH INAYATIN FAJRIYAH,fadilah inayatin fijriyah,18/10/2025,KARANGKEDAWUNG,1.9,45,L,0,-2.58,-3.5178,Stunted,Gizi Buruk +MUHAMMAD FARAS ANTARASKA,FAIQOTUL HIKMAH,22/05/2025,KARANGKEDAWUNG,6.6,62,L,5,-1.8482,-1.1559,Normal,Gizi Baik +BY NY FADILAH INAYATI,Fadilah inayati,18/10/2025,KARANGKEDAWUNG,1.93,45,L,0,-2.58,-3.4295,Stunted,Gizi Buruk +BY NY ANA FITRIAH,ANA FITRIA,9/9/2025,MUMBULSARI,4.4,48,P,1,-2.9102,0.3626,Stunted,Gizi Baik +BY NY IFTAHUN,IFTAHUN NIKMAH,26/08/2025,MUMBULSARI,3.8,51,P,2,-2.9798,-2.2729,Stunted,Gizi Kurang +BY NY SENI ARTIKA,SENI ARTIKA,2/9/2025,MUMBULSARI,3.8,52.1,L,2,-3.1617,-2.9708,Severely Stunted,Gizi Kurang +BY NY SAMIATI,SAMIATI,13/09/2025,MUMBULSARI,3.5,51,L,1,-1.9133,-1.7773,Normal,Gizi Baik +AISYAH ARIFIA RAMADHANI,sulfiatun,14/03/2025,MUMBULSARI,7.5,62.4,L,7,-3.1157,-0.9211,Severely Stunted,Gizi Baik +M.BAGAS AFRIANSYAH,UMMUSA'ADAH,23/02/2025,MUMBULSARI,9.2,63.5,L,7,-2.6091,0.9532,Stunted,Gizi Baik +BY. NY SULFA NOVIANA,ny. sulfa noviana,13/10/2025,KARANGKEDAWUNG,1.37,42,P,0,-3.8373,-5.1666,Severely Stunted,Gizi Buruk +ALIF KHOIRUZ ZAMAN,M.Rifal faisol/Yunita,3/10/2025,LAMPEJI,2,44,L,0,-3.1082,-3.2269,Severely Stunted,Gizi Buruk +ALIFATUR ROHMANIA,M.Rifal faisol/Yunita,3/10/2025,LAMPEJI,1.9,43,P,0,-3.3004,-3.3942,Severely Stunted,Gizi Buruk +M. ELZIO ABRORI,RISA UMAMI,28/08/2023,MUMBULSARI,10.8,77,L,27,-3.9007,-1.4271,Severely Stunted,Gizi Baik +M. ZIDAN ALFATAN,FINA SAFERA,16/09/2023,MUMBULSARI,11.3,70,L,27,,-1.0355,,Gizi Baik +CAHAYA ALINA SUTIHA,SITI FATIMA R,8/1/2024,MUMBULSARI,8.7,78,P,23,-2.3696,-2.1722,Stunted,Gizi Kurang +ALIF ALFARISKI,SULASTRI,5/3/2021,MUMBULSARI,12.5,93,L,57,-3.386,-2.7389,Severely Stunted,Gizi Kurang +M.ARKA DWI RAIGA AL .F,RENDI,22/07/2022,MUMBULSARI,13.1,91,L,40,-1.9652,-1.1131,Normal,Gizi Baik +ANGGA,UMI KULSUM/M.DOFIR,11/5/2021,MUMBULSARI,14.7,97,L,55,-2.2955,-1.3418,Stunted,Gizi Baik +ADIBA HASNA KAMILA,UMI KULSUM/M.DOFIR,18/01/2023,MUMBULSARI,9.4,82,P,35,-3.2822,-3.0889,Severely Stunted,Gizi Buruk +M. AIZAR AL-GHOFARI,GHOFUR/TRIYA,30/09/2021,MUMBULSARI,12.5,96,L,50,-1.9793,-2.2794,Normal,Gizi Kurang +AHMAD JUNIAR REZA,SUMIATI/ABD.SALAM,5/6/2021,MUMBULSARI,12.5,97,L,54,-2.1896,-2.5493,Stunted,Gizi Kurang +ARUMI ZIAN FIRMAN,ANI H/FARUK,10/9/2021,MUMBULSARI,12.1,95,P,51,-2.1432,-2.3685,Stunted,Gizi Kurang +AISYATUL MASRUROH,LEMAN,21/02/2022,MUMBULSARI,12.3,90,P,45,-2.6081,-1.7757,Stunted,Gizi Baik +DEWI JIHAN,EKA W/ABDURRAHMAN,4/9/2022,MUMBULSARI,12.4,88,P,39,-2.3074,-1.1742,Stunted,Gizi Baik +KENZI SYAFIQ,ST.FATIMAH/SAMHARI,2/2/2024,MUMBULSARI,9.6,79,L,22,-2.4019,-1.787,Stunted,Gizi Baik +BY NY AMINATUS SA\'DIYAH,AMINATUS SA'DIYAH,4/12/2025,MUMBULSARI,1.6,44,P,0,-2.7636,-4.353,Stunted,Gizi Buruk +BY NY AMINATUS SA\'DIYAH,AMINATUS SA'DIYAH,4/12/2025,MUMBULSARI,1.6,44,P,0,-2.7636,-4.353,Stunted,Gizi Buruk +Zafira Azizatul,Sri Wahyuni,8/5/2021,SUCO,11.7,95,P,55,-2.5647,-2.9143,Stunted,Gizi Kurang +Moch. Fatta Bilah,Lutfiah,7/6/2021,SUCO,14.1,93,L,54,-3.0956,-1.5991,Severely Stunted,Gizi Baik +Alula Farzana,Alifiatus,8/10/2021,SUCO,12.4,94,P,50,-2.2583,-2.1024,Stunted,Gizi Kurang +MIKAILA,M. RAMADHAN,19/06/2023,SUCO,10.7,83,P,29,-1.982,-1.2745,Normal,Gizi Baik +SITI HANIFAH,ABD LATIF,23/06/2023,SUCO,10.3,82,P,29,-2.2693,-1.595,Stunted,Gizi Baik +M FARZAN,SITI RULAI,24/06/2023,SUCO,9.9,81,L,29,-3.0396,-2.4132,Severely Stunted,Gizi Kurang +Nailatul Nurizati,St Hafida,23/02/2021,SUCO,14.5,98,P,58,-2.2124,-1.4767,Stunted,Gizi Baik +MUHAMMAD DAFIAL FARISI,PURWADI,22/10/2023,SUCO,10,82,L,26,-2.1433,-1.9706,Stunted,Gizi Baik +RAINA SYAKILA,M RENATA,30/04/2023,SUCO,8,84,P,31,-2.0801,-4.0789,Stunted,Gizi Buruk +ARINI LIAT MAINAQOLBI,RENI FEBRIYANTI,25/09/2022,SUCO,10.2,87,P,39,-2.5613,-2.7861,Stunted,Gizi Kurang +M FAREL SULTAN,INDAH,8/12/2022,SUCO,13.4,86,L,36,-2.7202,-0.5626,Stunted,Gizi Baik +FAJAR,ANDI,11/5/2023,SUCO,12.3,80,L,31,-3.6608,-0.7753,Severely Stunted,Gizi Baik +RANIA,YULIATUL,18/01/2024,SUCO,7.7,75,P,23,-3.3149,-3.2554,Severely Stunted,Gizi Buruk +ALBI,ROFI,29/01/2024,SUCO,8.4,75,L,22,-3.7651,-2.9681,Severely Stunted,Gizi Kurang +INAN,SITI MAIMUNA,20/01/2024,SUCO,9.1,73,L,23,-4.6546,-2.4002,Severely Stunted,Gizi Kurang +ILYAS,ILATUR,1/3/2024,SUCO,9.2,79,L,21,-2.1345,-2.0183,Stunted,Gizi Kurang +WILDA NAJIA,ITA,16/11/2021,SUCO,13.2,93,P,49,-2.3747,-1.5422,Stunted,Gizi Baik +M. FATAN AWWABIN,SALSABIL,27/08/2022,SUCO,10,90,L,40,-2.2227,-3.3555,Stunted,Gizi Buruk +ALI HASAN,HALIMATUS,16/01/2023,SUCO,10.7,88,L,35,-2.0281,-2.3521,Stunted,Gizi Kurang +RAFKA,SINTA,2/6/2021,SUCO,10.7,95,L,55,-2.7447,-3.8601,Stunted,Gizi Buruk +M. AFRAKA JULIAN,HALIS,13/07/2022,SUCO,15.5,91,L,41,-2.1013,0.1678,Stunted,Gizi Baik +SELLA SALSABILA,LUTFIAH,20/09/2022,SUCO,10.9,88,P,39,-2.3074,-2.2268,Stunted,Gizi Kurang +DAVIN,SITI MAISUN,19/02/2024,SUCO,8.2,74,L,22,-4.1059,-3.1813,Severely Stunted,Gizi Buruk +FALAN RADITYA,A. ZAENI,7/2/2022,SUCO,13.3,94,L,46,-1.9889,-1.4845,Normal,Gizi Baik +A. SAID AL AZMI,ZUMROTUL,18/04/2021,SUCO,12,96,L,56,-2.6221,-3.0008,Stunted,Gizi Buruk +NAYLA ANAMI,FARIDATUL,9/11/2021,SUCO,11.9,94,P,49,-2.1446,-2.3525,Stunted,Gizi Kurang +M ANAM ALI TORIQ,HALIM,12/1/2021,LAMPEJI,15,100,L,59,-2.0482,-1.4464,Stunted,Gizi Baik +ABYAN ZAKI PRADANA,MARISA,9/1/2022,LAMPEJI,10,83.5,L,47,-4.634,-3.8921,Severely Stunted,Gizi Buruk +SYAFA ROSYIDAH,maryatul,24/11/2021,LAMPEJI,12.2,93,P,48,-2.2591,-2.0791,Stunted,Gizi Kurang +LUZIO MAHANDRA,RAUDATUL,24/02/2023,LAMPEJI,10.2,85,L,33,-2.5463,-2.5696,Stunted,Gizi Kurang +MOHAMMAD JEFRI,FATIMATUS SA,11/3/2022,LAMPEJI,11.7,88,L,45,-3.3371,-2.4499,Severely Stunted,Gizi Kurang +PUTRI SALSABILA MAULIDA,IRMAWATI,18/10/2022,LAMPEJI,10.6,88,P,38,-2.1607,-2.3638,Stunted,Gizi Kurang +RAFI ALFARO,WASIL,29/07/2022,LAMPEJI,11.2,91,L,40,-1.9652,-2.4082,Normal,Gizi Kurang +SABRINA RAMADANIA,LINDA,1/12/2021,LAMPEJI,11.5,92,P,49,-2.6048,-2.626,Stunted,Gizi Kurang +MOCH AZRIL,JUNAIDA,24/05/2023,LAMPEJI,9.5,85,L,31,-2.2153,-2.9802,Stunted,Gizi Kurang +MOH DIVAN SAPUTRA,SUMIATI,28/05/2023,LAMPEJI,10.2,83,L,31,-2.7935,-2.3707,Stunted,Gizi Kurang +QIANA KHANZA,WIKE,2/2/2022,LAMPEJI,11.6,93,P,47,-2.1404,-2.4039,Stunted,Gizi Kurang +ZAKIRA AZKIA,ANA,29/05/2022,LAMPEJI,11,91,P,43,-2.1134,-2.5122,Stunted,Gizi Kurang +MOHAMMAD RO,ISTIK,29/06/2022,LAMPEJI,11.5,88,L,42,-2.989,-2.3545,Stunted,Gizi Kurang +ARSYILA PUTRI,,9/7/2022,LAMPEJI,14.3,89,P,41,-2.3366,-0.2535,Stunted,Gizi Baik +ADIVA SAFIRA ALVINA,FIFIN,8/9/2022,LAMPEJI,13.7,88,P,40,-2.4488,-0.4871,Stunted,Gizi Baik +ADIVA SAFIRA ALVINA,ENDANG,25/11/2022,LAMPEJI,9.7,87,L,37,-2.5941,-3.3594,Stunted,Gizi Buruk +MUH ALFINO,SUSI SUSANTI,4/4/2023,LAMPEJI,12.5,86,L,33,-2.2656,-0.8489,Stunted,Gizi Baik +DAVINA NUR LATIFAH,ANISA,27/01/2023,LAMPEJI,10.2,86.5,P,35,-2.0866,-2.3823,Stunted,Gizi Kurang +RENDRA MAHARDIKA,KHALIMATUS,28/04/2023,LAMPEJI,11.8,85,L,31,-2.2153,-1.1278,Stunted,Gizi Baik +ILHAM,DESI,13/07/2023,TAMANSARI,12.3,84,L,29,-2.1441,-0.5492,Stunted,Gizi Baik +SOFYAN,NUR HOTIMAH,10/1/2024,TAMANSARI,9,80,L,23,-2.3174,-2.4977,Stunted,Gizi Kurang +ANGGA,ERFIN,27/11/2021,TAMANSARI,13,95.1,L,48,-1.9617,-1.82,Normal,Gizi Baik +SITI ARIFA,HENIYAWATI,16/04/2023,TAMANSARI,12.7,84.6,P,32,-2.0935,-0.2414,Stunted,Gizi Baik +NAILA EVI,EVI TAMALA,29/06/2023,TAMANSARI,12.1,83.2,P,29,-1.9245,-0.2653,Normal,Gizi Baik +AINUN,MUHAMMAD,30/07/2022,TAMANSARI,9.6,79.3,P,40,-4.634,-3.4005,Severely Stunted,Gizi Buruk +SINTA,LUTFIATUL,26/01/2023,TAMANSARI,10.6,81.2,P,35,-3.4947,-2.0559,Severely Stunted,Gizi Kurang +M RIZAL,BABUN,4/4/2023,TAMANSARI,14.2,86.2,L,32,-2.0432,0.3276,Stunted,Gizi Baik +REHAN,FATHOR,6/8/2022,TAMANSARI,14.5,91,L,40,-1.9652,-0.2831,Normal,Gizi Baik +M GALUG,ANDRIANI,12/1/2024,TAMANSARI,9.4,80,L,23,-2.3174,-2.1143,Stunted,Gizi Kurang +SITI NABILA,WINI,16/08/2021,TAMANSARI,16,96,P,52,-2.0288,-0.3437,Stunted,Gizi Baik +GISEL,DEVI KOMARIYAH,29/01/2024,TAMANSARI,12,79,P,23,-2.0545,0.5037,Stunted,Gizi Baik +Cahaya Hanum Salsabila,Sahratul Habibah,8/2/2022,KAWANGREJO,14.5,93,P,46,-2.0184,-0.5905,Stunted,Gizi Baik +ROFIATUS SHOLEHA,hosnati,30/05/2023,KAWANGREJO,9.5,83.8,P,30,-1.9488,-2.4172,Normal,Gizi Kurang +Moh Rifky fadila,NURIA FARADILA imam safi i,10/1/2024,KAWANGREJO,8.5,78,L,23,-2.9852,-3.0017,Stunted,Gizi Buruk +Renata Dwi,Fani,23/02/2021,KAWANGREJO,13,99,L,57,-2.0598,-2.4302,Stunted,Gizi Kurang +AFRIN ANNISA NURUL JANNAH,Hindun,25/02/2021,KAWANGREJO,14,95,P,57,-2.7593,-1.67,Stunted,Gizi Baik +Wildatul Faizah,Fatimatuz Zahro Readi,31/03/2021,KARANGKEDAWUNG,12.7,98,P,56,-2.0124,-2.3405,Stunted,Gizi Kurang +Muhammad Maulana Ishaq,Hamida Holes,7/10/2022,KARANGKEDAWUNG,10.5,84,L,38,-3.5219,-2.7774,Severely Stunted,Gizi Kurang +Arumi Dea Alesha Putri,Wiwik Putri Handayani,15/12/2022,KARANGKEDAWUNG,18,87,P,36,-2.1145,1.9458,Stunted,Gizi Baik +Naura Aisyah Qairina,Siti Aisa Junaidi,5/10/2023,KARANGKEDAWUNG,7.2,74,P,26,-4.038,-4.3554,Severely Stunted,Gizi Buruk +Nahla Iffah Qur,Ummal Choiriyah,6/2/2022,KARANGKEDAWUNG,11.1,88,P,46,-3.2011,-2.6831,Severely Stunted,Gizi Kurang +Adnan Syahputra,Raudlatus Soimah,5/11/2022,KARANGKEDAWUNG,12.4,89,L,37,-2.0611,-1.2996,Stunted,Gizi Baik +Andira Naifa Fadilah,Rohimah,22/06/2021,KARANGKEDAWUNG,10.9,89,P,54,-3.7865,-3.4154,Severely Stunted,Gizi Buruk +Muhammad Deo Anugrah,Inun Aziah,11/10/2022,KARANGKEDAWUNG,10.1,85,L,38,-3.2586,-3.1041,Severely Stunted,Gizi Buruk +Syakila Naura Askia,Raodeh,8/5/2022,KARANGKEDAWUNG,12.1,86.2,P,43,-3.2822,-1.7374,Severely Stunted,Gizi Baik +Ahmad Fakhrudin Zaki,Wayan Antare,3/8/2022,KARANGKEDAWUNG,13.1,82.8,L,40,-4.0769,-1.1131,Severely Stunted,Gizi Baik +Mahira Shanum Al Adawiyah,Deviawati,1/11/2023,KARANGKEDAWUNG,8.8,79,L,25,-2.8794,-2.9605,Stunted,Gizi Kurang +Nadia Syaqilla Rahmawati,Heni,3/7/2021,KARANGKEDAWUNG,12,91.6,P,53,-3.1157,-2.5766,Severely Stunted,Gizi Kurang +Muhammad Hafidiya,Raudeh,18/11/2023,KARANGKEDAWUNG,8.5,77,L,25,-3.5212,-3.2645,Severely Stunted,Gizi Buruk +Siti Maulidia,Romla,30/10/2021,KARANGKEDAWUNG,12.2,90,P,50,-3.1706,-2.2301,Severely Stunted,Gizi Kurang +Muhammad Fahri Zahran Rabbani,Sri Rofiah,19/07/2021,KARANGKEDAWUNG,15.2,97,L,53,-2.0816,-0.9441,Stunted,Gizi Baik +Muhammad Gibran Hafizan,Indrawati,13/09/2022,KARANGKEDAWUNG,10.4,85.5,L,39,-3.2563,-2.943,Severely Stunted,Gizi Kurang +M.Abdullah Faqirur,Vivin,19/04/2023,LENGKONG,12,80,L,32,-3.8086,-1.0908,Severely Stunted,Gizi Baik +M.PANDU,Wiwik,9/5/2023,LENGKONG,12,82,P,31,-2.6391,-0.5794,Stunted,Gizi Baik +DIAZ ISMA SAJIDAH,DIAN P Khoirul anas,13/05/2023,LENGKONG,12,82,L,31,-3.0826,-0.9849,Severely Stunted,Gizi Baik +ATTHALA MALIK,Dewi Nuril fatma,3/3/2023,LENGKONG,12.7,86,L,33,-2.2656,-0.7154,Stunted,Gizi Baik +Qaisar Al fatih,-,21/11/2023,LENGKONG,12.6,79,L,24,-2.6565,0.3171,Stunted,Gizi Baik +NAYLA AZKIA,NURAINI,6/9/2023,LENGKONG,12.4,81,P,27,-2.1539,0.1947,Stunted,Gizi Baik +AHMAD FAHRI,HOFIAH,24/09/2023,LENGKONG,13.4,82.3,L,26,-2.0488,0.5696,Stunted,Gizi Baik +Isnanur Fadila .F,Mustafida Soni Fauzidatul Rahman,23/12/2020,KAWANGREJO,14.9,99,P,59,-2.0966,-1.3429,Stunted,Gizi Baik +MICHELE EL ZAFIRA PUTRI HARDIANTO,FIRA/RUDI HARDIANTO,7/6/2022,KAWANGREJO,12,88.5,P,42,-2.5935,-1.7162,Stunted,Gizi Baik +Arya Dzaki Pratama,Holifatul Saimah Alfan,30/10/2022,KAWANGREJO,10,82.5,L,37,-3.7933,-3.1019,Severely Stunted,Gizi Buruk +M DIMAS,HOYRIYAH,6/7/2023,LAMPEJI,7.8,79,L,29,-3.6366,-4.4785,Severely Stunted,Gizi Buruk +ALISA,ULUNG,11/4/2024,LAMPEJI,8,73,P,20,-3.2207,-2.4131,Severely Stunted,Gizi Kurang +M. ADAM ALFARISKI,SOFIATUS,9/11/2022,SUCO,12.9,87,L,37,-2.5941,-0.9715,Stunted,Gizi Baik +AULIA,ABEL PUTRI,29/03/2024,SUCO,8.4,74,P,21,-3.1512,-2.1542,Severely Stunted,Gizi Kurang +MUHAMMAD REGA SEPTIAN,AINIATUL,28/03/2023,LAMPEJI,12.2,86,L,32,-2.1001,-0.951,Stunted,Gizi Baik +ZENIA SAFA NABILA,IIN,8/2/2022,LAMPEJI,11.1,89,P,46,-2.9645,-2.6831,Stunted,Gizi Kurang +AIRIN,AINUN,28/03/2023,LAMPEJI,9.6,81,L,32,-3.5239,-2.9902,Severely Stunted,Gizi Kurang +MOH AGAM,MISYANA,2/4/2023,LAMPEJI,9.3,86,L,32,-2.1001,-3.2623,Stunted,Gizi Buruk +AHMAD SAID FARHAN FATIHAN,Rindi antika,3/1/2024,LAMPEJI,10.3,80.5,L,23,-2.1505,-1.3088,Stunted,Gizi Baik +MUHAMMAD ARKANA ZAVIR,AINI RISKI LUTFIYAH,1/2/2024,LAMPEJI,11,80,L,23,-2.3174,-0.7299,Stunted,Gizi Baik +HASAN UBAYDILLAH,ROSAFATUL HASANAH,1/4/2024,LAMPEJI,12,74,L,21,-3.8741,0.3405,Severely Stunted,Gizi Baik +MUHAMMAD ARKANZA A,TANIA FARAMESTI,21/04/2024,LAMPEJI,10,78,L,20,-2.2032,-1.1259,Stunted,Gizi Baik +M ALFATIH,SINTA,3/1/2024,LAMPEJI,11.1,75,L,24,-3.9658,-0.7926,Severely Stunted,Gizi Baik +LEONARDO RAMADHAN,JIHAN,12/3/2024,LAMPEJI,10.7,75,L,21,-3.5262,-0.6777,Severely Stunted,Gizi Baik +IRSYAT AKMAL,WAHYUNI,25/12/2023,LAMPEJI,12.2,78,L,24,-2.9838,0.0349,Stunted,Gizi Baik +FATIMATUS ZAHRA,SITI AMINAH I,12/1/2022,LAMPEJI,11,87,P,47,-3.5462,-2.8353,Severely Stunted,Gizi Kurang +RISQIANA,SITI WAQIAH/ M QURDIANTO,11/5/2024,SUCO,,74,P,19,-2.6091,,Stunted, +SITI DIANATUS SAFIQOH,NURUL DHORINA,5/4/2024,KAWANGREJO,7.9,76.2,P,20,-2.1586,-2.5237,Stunted,Gizi Kurang +ARSYILA ROMEESA F. A,Farida,26/12/2023,KAWANGREJO,10.6,79.4,P,23,-1.9284,-0.4991,Normal,Gizi Baik +MUHAMMAD REHAN,JAMILATUL,26/05/2024,TAMANSARI,12.2,76.2,L,19,-2.5557,0.8123,Stunted,Gizi Baik +FARUK,TOIFATUL H,7/5/2024,TAMANSARI,10,78,L,19,-1.9024,-0.9686,Normal,Gizi Baik +RESTI PUTRI HUMAIROH,NURHASANAH,19/02/2024,LAMPEJI,10.2,79,L,22,-2.4019,-1.2509,Stunted,Gizi Baik +BY NY FIRDA,Firda Halimatus Sakdiyah,14/06/2024,KAWANGREJO,8.1,74.6,P,18,-2.1034,-1.9575,Stunted,Gizi Baik +MUHAMMAD ARYAN DAFI FAHNAN,SITI NURDIANA,1/2/2024,LAMPEJI,11.7,80,L,22,-2.0611,-0.038,Stunted,Gizi Baik +AHMAD ARKHAN RAFIF,FATIM,15/02/2024,LAMPEJI,11.6,78,L,22,-2.7427,-0.1139,Stunted,Gizi Baik +KHANZA ALMAHYRA,ETI KUS ENDANG,3/2/2024,LAMPEJI,11.3,76,P,22,-2.7575,0.1727,Stunted,Gizi Baik +MUHAMMAD ABIZAR ABKHORI,KOMARIAH,9/3/2024,LAMPEJI,11.2,79,L,21,-2.1345,-0.2722,Stunted,Gizi Baik +KEYSYA APRILIA RAMADHANI,RISALATUL,7/4/2024,LAMPEJI,11.5,76,P,20,-2.225,0.6192,Stunted,Gizi Baik +Syakila naura,Ayu Wulandari,11/10/2023,LENGKONG,13.4,81,P,27,-2.1539,0.8047,Stunted,Gizi Baik +ASSIFA ZUNAIRA PUTRI HAWA,IBU ASSIFA,29/05/2023,SUCO,8.1,77,P,31,-4.0364,-3.965,Severely Stunted,Gizi Buruk +FINA,SITI,3/12/2021,TAMANSARI,14,94,P,48,-2.027,-1.0164,Stunted,Gizi Baik +FANI,SITI,3/12/2021,TAMANSARI,14.3,94,P,48,-2.027,-0.8571,Stunted,Gizi Baik +ZAHRA,NIMA,2/1/2022,TAMANSARI,17,90,P,47,-2.8433,0.4846,Stunted,Gizi Baik +ELFINA,FIT,12/1/2022,TAMANSARI,13.7,90,P,47,-2.8433,-1.1009,Stunted,Gizi Baik +MUHAMMAD ALFINI BAHTIAR,Fita Wulandari,26/07/2024,KAWANGREJO,8,75,L,16,-2.0164,-2.471,Stunted,Gizi Kurang +KAVI RASYA BUDIANTO,Siti Fatimah,3/7/2024,KAWANGREJO,8.2,73,L,17,-3.1238,-2.4198,Severely Stunted,Gizi Kurang +DEWI WULANDARI,Siti hotija,2/7/2024,KAWANGREJO,8.5,72.5,P,17,-2.517,-1.3677,Stunted,Gizi Baik +GALANG,AHMAD ZAINURI/siti fadila,23/03/2024,KAWANGREJO,9.5,79,L,21,-2.1345,-1.7336,Stunted,Gizi Baik +MUHAMMAD FAIZ MUSTOFA,Siti munawaroh/Nurul mustofa,24/04/2024,KAWANGREJO,9.8,75,L,20,-3.2693,-1.3059,Severely Stunted,Gizi Baik +RATNA,YULIA / ANDRIK,30/08/2023,SUCO,10,81,P,28,-2.3608,-1.7129,Stunted,Gizi Baik +M DANDI,QOSIM,27/11/2023,SUCO,8.7,79,L,25,-2.8794,-3.0606,Stunted,Gizi Buruk +BY NY BABUN,BABUN/MUBAROK,6/8/2024,SUCO,7.5,71,P,16,-2.7217,-2.2588,Stunted,Gizi Kurang +DWI ANISA,YULI,11/7/2022,SUCO,13,90,P,41,-2.088,-0.9898,Stunted,Gizi Baik +M. HAIDAR AL MALIK,ADELIA,13/11/2022,SUCO,12,86,L,37,-2.8606,-1.5725,Stunted,Gizi Baik +SOVIA MAULIDA,FARIDA,13/09/2024,TAMANSARI,10,71.2,P,15,-2.3036,0.3296,Stunted,Gizi Baik +MUHAMMAD FADLI MUBAROK,SULTON/DEVI,11/9/2024,SUCO,8,72,L,15,-2.8241,-2.2933,Stunted,Gizi Kurang +MUHAMMAD FATHAN ALFARONI,SUGIONO/SITI LAILATULHOIRIAH,26/10/2024,SUCO,8,71,L,13,-2.4396,-1.9117,Stunted,Gizi Baik +M DAVIN,DEVA,25/10/2024,SUCO,7.5,72,L,14,-2.4421,-2.6879,Stunted,Gizi Kurang +BY NY WINDI,Siti Ubay wahyuni/Windi,10/10/2024,KAWANGREJO,8.8,72,L,14,-2.4421,-1.2469,Stunted,Gizi Baik +MUHAMMAD SOHIBUL Q,IRHAM/ROISATUL,10/11/2024,SUCO,6.6,67,L,13,-4.0884,-3.6386,Severely Stunted,Gizi Buruk +ARSAKA PUTRA,WIEKE NUR HASANAH,15/07/2024,LAMPEJI,9.2,75.5,L,17,-2.1771,-1.3872,Stunted,Gizi Baik +MUHAMMAD ABYAN MA\'RUF,IFATUL HASANAH,8/9/2024,LAMPEJI,11.3,73,L,15,-2.4289,0.8339,Stunted,Gizi Baik +MUHAMMAD EGI MAULANA,NITA AMELIA,13/09/2024,LAMPEJI,7.5,69,L,15,-4.0097,-2.8728,Severely Stunted,Gizi Kurang +BARIROTUN MAKSUMAH,efendi/ririn,1/12/2024,SUCO,6,68,P,12,-2.3359,-3.3933,Stunted,Gizi Buruk +GARCEL GLEAN ALFAJAR,M DEDIYANSYAH/KEKE PUSPITASARI,8/11/2024,LAMPEJI,9.9,71,L,13,-2.4396,0.0232,Stunted,Gizi Baik +M LINTANG DAVINDRA,ZAENUL ARIFIN/DEWI NISAH AZIZAH,23/08/2024,LAMPEJI,7.9,73,L,16,-2.7903,-2.5838,Stunted,Gizi Kurang +MUHAMMAD RAFANDRA WAHYUDI,ANTON WAHYUDI/TITIK,24/09/2024,LAMPEJI,10.8,73,L,15,-2.4289,0.4215,Stunted,Gizi Baik +FELIYSA OKTAVIA,MAHFID/SITI RUKMIATI,8/10/2024,LAMPEJI,10.6,67,P,14,-3.4953,0.975,Severely Stunted,Gizi Baik +M BILAL AL KHAUZAR,SUGIYANTO/HOLISATIN,22/09/2024,LAMPEJI,11.5,68,L,15,-4.4049,0.9939,Severely Stunted,Gizi Baik +MUHAMMAD DAFFA MUNIRY SYAFI,SYAMSUL ARIFIN/ULFIATUS SOLEHA,16/10/2024,LAMPEJI,11,68,L,14,-4.0567,0.7836,Severely Stunted,Gizi Baik +M. IPANG RAMDANI,Fathor Rosi/Siti Sofiyah,4/11/2021,LAMPEJI,12.2,93,L,50,-2.6823,-2.475,Stunted,Gizi Kurang +MUHAMMAD DAFFA ARYASTA,HERMANTO/NUR HASIYAH,22/04/2023,LAMPEJI,10,86,L,32,-2.1001,-2.6411,Stunted,Gizi Kurang +VIOLA PERMATASARI,MOHAMAD ARIFIN /SITI MAULANA ANJELA,25/06/2022,LAMPEJI,11.7,86,P,42,-3.2084,-1.9206,Severely Stunted,Gizi Baik +AHMAD ARYA BASTIAWAN,AHMAD IRAWAN,14/06/2023,LAMPEJI,11.7,85,L,30,-2.0359,-1.091,Stunted,Gizi Baik +KEYSA AURELIA PERMATASA,-,22/05/2024,LAMPEJI,10,74.5,P,19,-2.4401,-0.3511,Stunted,Gizi Baik +KENAN,KEVIN HADI SOFYAN/JAMILA ULFA,12/2/2025,KAWANGREJO,6.6,68,L,10,-2.3113,-2.9743,Stunted,Gizi Kurang +MUHAMMAD KAFILLAH,RIZKA AZIZAH/ROFIKI,2/12/2024,SUCO,7.5,62,L,13,,-2.4931,,Gizi Kurang +M AFRIANSYAH,FERAWATI,23/04/2024,SUCO,9.5,78,L,20,-2.2032,-1.5829,Stunted,Gizi Baik +PUTRI HAWA,JUNAIDI/SITI NIRHATIN,26/01/2025,SUCO,6.7,63,P,10,-3.4373,-1.9667,Severely Stunted,Gizi Baik +MUHAMMAD DERI DATI ANDRA,SOFYAN/PUTRI HAEGI,25/02/2025,SUCO,7.2,68,L,10,-2.3113,-2.1938,Stunted,Gizi Kurang +ADIBA KHANZA FEBRIANA,rofiyanto/hanifah,19/02/2025,LAMPEJI,7.8,66,P,10,-2.2216,-0.6887,Stunted,Gizi Baik +BY NY WARDATUL,DIKI/WARDATUL,23/12/2024,SUCO,7.7,70,L,12,-2.4193,-2.0493,Stunted,Gizi Kurang +NOVIKA,IBU NOVIKA,18/11/2022,SUCO,10.5,84.1,P,37,-3.0213,-2.3439,Severely Stunted,Gizi Kurang +ADIBA,IBU ADIBA,7/10/2023,SUCO,8.6,80,P,26,-2.2361,-2.7382,Stunted,Gizi Kurang +MOH ARSYA,moh romli/siti juhrotul istiana,18/02/2025,KAWANGREJO,7.7,67,L,10,-2.749,-1.5878,Stunted,Gizi Baik +MUHAMMAD ZAFRAN AL ARIFIN,Zainul Arifin,11/4/2022,KARANGKEDAWUNG,14.5,89,L,44,-2.977,-0.6282,Stunted,Gizi Baik +NURUR ROHMA,istiqomAH,30/12/2024,KARANGKEDAWUNG,7.7,69,L,11,-2.3778,-1.8276,Stunted,Gizi Baik +HAFIZA AZALIA MARGARETHA,LILIK SUSANTI,11/7/2024,KARANGKEDAWUNG,9.6,75,L,17,-2.3664,-1.0045,Stunted,Gizi Baik +MUHAMMAD PUTRA ABDULLAH,Winda Sari,13/05/2024,KARANGKEDAWUNG,7.4,76,L,19,-2.6283,-3.6554,Stunted,Gizi Buruk +NINDIA AMATUL LATIFAH,Winda Sari,27/05/2024,KARANGKEDAWUNG,9.1,76,L,18,-2.3204,-1.6517,Stunted,Gizi Baik +HAFIZA AZALIA MARGARETHA,Lilik Susanti,11/7/2024,KARANGKEDAWUNG,9.6,75,L,17,-2.3664,-1.0045,Stunted,Gizi Baik +MAHREN SYAFANA ALMAHIRA,Siti Amina,3/2/2025,KARANGKEDAWUNG,6.4,63,L,10,-4.4996,-3.249,Severely Stunted,Gizi Buruk +FARA LATIFATUL QOLBI,Almaisaroh,30/06/2024,KARANGKEDAWUNG,9.5,76,L,18,-2.3204,-1.2662,Stunted,Gizi Baik +Satria Utuh Hari Ramadan,elida,11/7/2023,LENGKONG,11.5,79,P,29,-3.1311,-0.678,Severely Stunted,Gizi Baik +Ahmad malik,Muh. Arif Sunandriyo,23/04/2023,LENGKONG,12.8,85,L,32,-2.3849,-0.5455,Stunted,Gizi Baik +FAZA ABIDZAR,WARDATUL,16/01/2025,TAMANSARI,10.2,68.2,L,11,-2.7213,0.7392,Stunted,Gizi Baik +M.ZAKIL DIRGANTARA,RENI,15/02/2025,TAMANSARI,7.8,68.2,L,10,-2.2238,-1.4709,Stunted,Gizi Baik +M.FIAN AL JEFRI,SAFIRATUL,19/02/2025,TAMANSARI,9,63.5,L,10,-4.2808,-0.1666,Severely Stunted,Gizi Baik +M.FADIL HAKIKI,YULIYANTI,23/02/2025,TAMANSARI,7.5,68.2,L,10,-2.2238,-1.8257,Stunted,Gizi Baik +KINARA DWI MARETA,Delina Dwi,8/3/2025,TAMANSARI,7,65,P,9,-2.1292,-1.3386,Stunted,Gizi Baik +AULIA YASMIN,Hoirul Anwar/ASIA,24/09/2023,KAWANGREJO,9.9,81,P,27,-2.1539,-1.66,Stunted,Gizi Baik +M.ANINDIAZ FIRMANSYAH,ANINDIA,4/5/2025,TAMANSARI,7.6,62,L,7,-3.3,-0.8009,Severely Stunted,Gizi Baik +AISHWA NAHLA,ABDUL MUQID/SULASTRI,11/6/2025,KAWANGREJO,6.5,57,P,6,-3.8524,-0.9519,Severely Stunted,Gizi Baik +BY NY MARIA ULFA,MARIA ULFA,6/6/2025,TAMANSARI,6.3,63,L,6,-2.1603,-2.0743,Stunted,Gizi Kurang +MUHAMMAD ALIF ZIDAN M,SUKARI/SITI,15/03/2025,SUCO,7,66,L,9,-2.6607,-2.1843,Stunted,Gizi Kurang +NAJMA ZAHIRA,-,11/5/2025,SUCO,6.1,62,P,7,-2.2836,-1.8727,Stunted,Gizi Baik +MUHAMMAD RAFATAN ZAINUL,Zainul/Vita Anggun Nila,25/05/2025,SUCO,6.3,64,L,7,-2.3788,-2.4866,Stunted,Gizi Kurang +M. ABIYAN PRATAMA,Nanda/Nuraini,31/05/2025,SUCO,6.3,64,L,7,-2.3788,-2.4866,Stunted,Gizi Kurang +MUHAMMAD INDRA ZAKARIA,Mustari/Sulistyorini,30/06/2025,KAWANGREJO,5.3,61,L,5,-2.3218,-3.0709,Stunted,Gizi Buruk +ZAHRA KHOIRONISA,TAUFIQ/SRIYATI,24/05/2025,LAMPEJI,6.1,61,P,6,-2.0875,-1.4782,Stunted,Gizi Baik +ALIKA RAHMA,AHMAD SOLEHAN/SUCIK,22/06/2025,LAMPEJI,6.3,60,P,5,-1.8175,-0.7408,Normal,Gizi Baik +AIRIN FATANIA AL ISBAH,IFAN/LINA,28/02/2023,LAMPEJI,9.7,83,P,34,-2.8625,-2.7067,Stunted,Gizi Kurang +FARADIBA SEPTAVIA ARRUMI,DIDIK WAHYONO/SRIFATUL KARIMAH,23/09/2025,KAWANGREJO,3.3,51,P,2,-2.9798,-3.3201,Stunted,Gizi Buruk +M.GIBRAN,Zainul/Della hoiriyah,27/07/2022,LAMPEJI,10.9,88.1,L,41,-2.8403,-2.7172,Stunted,Gizi Kurang +BY NY MUJIATI,Mujiati,12/10/2025,KAWANGREJO,4.1,52,P,2,-2.4887,-1.7029,Stunted,Gizi Baik +BY LINDA,lukman hakim/linda,17/08/2025,LAMPEJI,5,56,P,4,-2.8136,-2.0216,Stunted,Gizi Kurang +ALIFATUR ROHMANIA,M.Rifal faisol/Yunita,3/10/2025,LAMPEJI,4.3,53,P,3,-3.2317,-2.4187,Severely Stunted,Gizi Kurang +CAYLA AZELEA A,WAWAN/SANTI,11/7/2025,LAMPEJI,7.2,60,P,5,-1.8175,0.3482,Normal,Gizi Baik +BY. NY. IKE LESTARI,IKE LESTARI,8/12/2025,LAMPEJI,1.495,42,L,0,-4.1647,-4.8107,Severely Stunted,Gizi Buruk +TOYYIBATUS SARIROH,M.UMAM/ST ANISA,12/11/2025,LAMPEJI,3.6,50.5,L,1,-2.1702,-1.5779,Stunted,Gizi Baik +BY NY FATIMA,FATIMAH,26/12/2025,LAMPEJI,1.8,40,P,0,-4.911,-3.7027,Severely Stunted,Gizi Buruk +Qiana Hafizdah,umi/mistur ,5/5/2021,Jl. Jawa,13.5,98,P,57,-2.1137,-1.942,Stunted,Gizi Baik +M Atharrazka ,Fitri/Febri,1/3/2022,Jl. Jawa,15,98.5,L,47,-1.0254,-0.6001,Normal,Gizi Baik +Lovi Qyara R.,Fitri/Heru,29/04/2022,Jl. Jawa,13.7,98.8,P,46,-0.6466,-1.0195,Normal,Gizi Baik +Moh. Juna Aji Ferdi,yuli/yakin,18/01/2022,Jl. Jawa,11.7,91.4,L,49,-2.9514,-2.7435,Stunted,Gizi Kurang +Shaqueena,Welly/Hendri,23/06/2022,Jl. Jawa,16.5,101.4,P,44,0.2638,0.5313,Normal,Gizi Baik +Medina Bilqis Putri,Amelia/Febry,17/07/2022,Jl. Jawa,12.6,91.5,P,43,-1.9917,-1.4155,Normal,Gizi Baik +Muhammad Nuril,Suci / Boni,12/8/2022,Jl. Jawa,11.2,92.9,L,42,-1.7532,-2.5732,Normal,Gizi Kurang +Muhammad Nurel,Suci / Boni,12/8/2022,Jl. Jawa,12.1,94.7,L,42,-1.2992,-1.9351,Normal,Gizi Baik +Ghina Syakira,Anita/Roni,19/08/2022,Jl. Jawa,12.6,93.2,P,42,-1.4376,-1.3271,Normal,Gizi Baik +Aisyah Hasna H,Saidah/ Isbat,5/9/2022,Jl. Jawa,15,99,P,41,0.1487,0.1072,Normal,Gizi Baik +Moh. Saka,Dewi/Sutekno,23/11/2022,Jl. Jawa,12.7,90.6,L,39,-1.9285,-1.2807,Normal,Gizi Baik +M. Rafansyah R,Yuni/Ayus,30/11/2022,Jl. Jawa,15,94,L,39,-1.0433,0.0837,Normal,Gizi Baik +Nayla Assyifa Salsabila,Agus/Qurratul,24/12/2022,Jl. Jawa,13.1,91.4,P,38,-1.2881,-0.6402,Normal,Gizi Baik +Althafunnizam,Sulastri/Gufron,19/03/2023,Jl. Jawa,12.6,92.7,L,35,-0.7441,-0.9794,Normal,Gizi Baik +Muhammad Azam,Desi/Aris,14/05/2023,Jl. Jawa,10.7,86.6,L,33,-2.0972,-2.1629,Stunted,Gizi Kurang +Reyshaka Kaleandra Davion,Novi/Reza,22/06/2023,Jl. Jawa,10.6,85.2,L,32,-2.3279,-2.144,Stunted,Gizi Kurang +A. Danu Dermawan,M. Dawan/Dewi,18/07/2023,Jl. Jawa,11.9,89,L,31,-1.059,-1.056,Normal,Gizi Baik +Ashfa Azmi Farhania,Dani/Dian,31/07/2023,Jl. Jawa,8.2,76.2,L,31,-4.7593,-4.2485,Severely Stunted,Gizi Buruk +Nada Nimas Almira,Imam/Niken,10/4/2023,Jl. Jawa,10.8,88.4,P,34,-1.4103,-1.7906,Normal,Gizi Baik +Moh Reza Saputra,khotimatus/gunawan,16/11/2023,Jl. Jawa,10.9,84.7,L,27,-1.5206,-1.3473,Normal,Gizi Baik +Raisya Febri,Rukmiati/abd salim,9/2/2024,Jl. Jawa,7.2,75,P,24,-3.3212,-4.0339,Severely Stunted,Gizi Buruk +Mohammad Kenzio Elbarra ,maulida/firmansyah,11/4/2024,Jl. Jawa,11.2,87,L,22,0.3245,-0.424,Normal,Gizi Baik +Gilang Bramantya,anis/bram,18/03/2024,Jl. Jawa,10.9,84,L,23,-0.9819,-0.8103,Normal,Gizi Baik +M. Zuhdi Ramadhan,riska/agus,19/03/2024,Jl. Jawa,17.7,87,L,23,0.0197,3.4486,Normal,Gizi Lebih +Auliya Kanza Nur Rachman,Arief/nurul,5/6/2024,Jl. Jawa,10.3,79,P,20,-1.2293,-0.2697,Normal,Gizi Baik +Madaraksa Keputren ,denis/rita,17/09/2024,Jl. Jawa,16.3,101.3,P,17,,3.7156,,Gizi Lebih +Aluna Danen Aditya,Aditya/Karima,12/1/2025,Jl. Jawa,8.3,72,P,13,-1.2236,-0.8202,Normal,Gizi Baik +Ralin Elmeira Putri,Rika/Imamsyah,3/4/2025,Jl. Jawa,8.2,71,P,10,-0.1953,-0.2755,Normal,Gizi Baik +Muhammad Ziyad Azzaky Devano,Devita/Nurul Irfann,30/04/2025,Jl. Jawa,6.4,68.5,L,10,-2.0925,-3.249,Stunted,Gizi Buruk +Viona Zaverinda Putri Y,Ressi/ M Rokip,18/08/2025,Jl. Jawa,7.2,65,P,6,-0.3226,-0.1097,Normal,Gizi Baik +M Hanan Rafardhan,Bayu Aji / Siti fatimatul,3/9/2025,Jl. Jawa,5.7,62.5,L,5,-1.6114,-2.4422,Normal,Gizi Kurang +Shakila Khanza Al Mahdi,hikmatul/miskadi,29/09/2025,Jl. Jawa,5.1,63.3,P,5,-0.3293,-2.4771,Normal,Gizi Kurang +nayara putri mahmudah,rohmawati/Amir mahmud,2/10/2025,Jl. Jawa,7.2,63,P,4,0.4205,0.9196,Normal,Gizi Baik +Ahmad Valen Akbar,widatul/anang,5/12/2025,Jl. Jawa,5.2,59,L,2,0.2875,-0.5477,Normal,Gizi Baik +Reina Deandra Davina,NOVIA/Reza,31/12/2025,Jl. Jawa,4.7,53,P,2,-1.9975,-0.6679,Normal,Gizi Baik +Hafsah,,7/4/2023,Jl. Jawa,13.8,95.2,P,34,0.4183,0.1867,Normal,Gizi Baik +Aryan,,11/5/2025,Jl. Jawa,8.6,74,L,9,0.9055,-0.3161,Normal,Gizi Baik +Shanum,,15/7/2025,Jl. Jawa,8.7,71,P,7,1.6035,1.0574,Normal,Gizi Baik +Reysaka aksa saputro ,ortu,,Bondowoso,9.6,75.7,L,12,-0.0205,-0.0456,Normal,Gizi Baik +Muhammad adam arrizqi,ortu,,Bondowoso,12.2,87.8,L,24,0.2239,0.0349,Normal,Gizi Baik +Muhammad iqbal alghifari,ortu,,Bondowoso,14.3,96.1,L,36,0.0045,-0.0247,Normal,Gizi Baik +Muhammad alfaro maulana fikri,ortu,,Bondowoso,14.1,95.8,L,36,-0.0765,-0.1411,Normal,Gizi Baik +Salma kamila cahyadi,ortu,,Bondowoso,11.5,86.4,P,24,0.2122,0.0158,Normal,Gizi Baik +Anisa rizqi azalia,ortu,,Bondowoso,11.8,86.9,P,24,0.3672,0.2227,Normal,Gizi Baik +Nafasya aqila aulia,ortu,,Bondowoso,16.1,102.7,P,48,-0.0072,0.0136,Normal,Gizi Baik +Naura nailatul atqiya,ortu,,Bondowoso,15.8,102,P,48,-0.1697,-0.1223,Normal,Gizi Baik +Dhifa,ortu,,Bondowoso,9.5,77.5,P,15,-0.0036,-0.0859,Normal,Gizi Baik +Ghebril,ortu,,Bondowoso,10,79.5,P,17,-0.06,-0.0183,Normal,Gizi Baik +Ihsan,ortu,,Bondowoso,15.2,99.2,L,41,-0.0117,0.0099,Normal,Gizi Baik +Delisa,ortu,,Bondowoso,14.8,98,L,41,-0.3175,-0.2058,Normal,Gizi Baik +Naura ,ortu,,Bondowoso,14,94,L,37,-0.7285,-0.2952,Normal,Gizi Baik +Nala,ortu,,Bondowoso,14.2,95,P,38,-0.3641,-0.0143,Normal,Gizi Baik +Keysa,ortu,,Bondowoso,14.5,97.2,P,40,-0.138,-0.0526,Normal,Gizi Baik +Hawa Eza,ortu,,Bondowoso,13.9,94,P,37,-0.4516,-0.0765,Normal,Gizi Baik +Afrin,ortu,,Bondowoso,13.2,91.7,P,30,0.289,0.3016,Normal,Gizi Baik +Alena,ortu,,Bondowoso,12.1,87.5,P,26,0.0162,0.1372,Normal,Gizi Baik +Rama,ortu,,Bondowoso,14,94,P,35,-0.0939,0.1895,Normal,Gizi Baik +Yasmi,ortu,,Bondowoso,9.2,76.5,L,16,-1.436,-1.2139,Normal,Gizi Baik +Anisa,ortu,,Bondowoso,14.2,95.5,L,38,-0.4937,-0.2719,Normal,Gizi Baik +Hilya,ortu,,Bondowoso,10.5,81.2,L,18,-0.3925,-0.3678,Normal,Gizi Baik +Ali,ortu,,Bondowoso,12.6,88.7,L,27,-0.2843,-0.0953,Normal,Gizi Baik +Yusuf,ortu,,Bondowoso,12.8,89.4,P,28,0.0873,0.3129,Normal,Gizi Baik +Arrasya,ortu,,Bondowoso,12.4,87.8,P,26,0.1062,0.3323,Normal,Gizi Baik +Azril,ortu,,Bondowoso,12.6,88.5,P,27,0.0642,0.3217,Normal,Gizi Baik +Elssaka,ortu,,Bondowoso,12.3,87.5,P,26,0.0162,0.268,Normal,Gizi Baik +Aira,ortu,,Bondowoso,12.9,90.2,P,30,-0.1359,0.1204,Normal,Gizi Baik +Elsanum,ortu,,Bondowoso,11.4,85,P,23,-0.1639,0.0934,Normal,Gizi Baik +Afida,ortu,,Bondowoso,17.5,107.2,L,56,-0.1269,-0.0759,Normal,Gizi Baik +Gazzal,ortu,,Bondowoso,16.8,104.5,L,52,-0.2441,-0.097,Normal,Gizi Baik +Ghofi,ortu,,Bondowoso,15.8,101.2,L,46,-0.2411,-0.1076,Normal,Gizi Baik +Hilya,ortu,,Bondowoso,16.1,102,L,47,-0.1834,-0.0404,Normal,Gizi Baik +Zahra,ortu,,Bondowoso,15.5,100.8,P,46,-0.1735,-0.0967,Normal,Gizi Baik +Gibran,ortu,,Bondowoso,15.2,99.5,P,43,-0.0437,0.0209,Normal,Gizi Baik +Keysa,ortu,,Bondowoso,14.8,98.4,P,42,-0.1586,-0.0869,Normal,Gizi Baik +Nesya,ortu,,Bondowoso,14.5,97.2,P,40,-0.138,-0.0526,Normal,Gizi Baik +Nadzifa,ortu,,Bondowoso,13.8,93.5,P,35,-0.2267,0.0782,Normal,Gizi Baik +Daffa,ortu,,Bondowoso,13.9,94.2,P,34,0.1494,0.2426,Normal,Gizi Baik +Fattan,ortu,,Bondowoso,14.1,94.5,L,34,-0.0701,0.0574,Normal,Gizi Baik +Shanum,ortu,,Bondowoso,13.4,92,L,31,-0.1917,-0.0502,Normal,Gizi Baik +Nara,ortu,,Bondowoso,12.7,89.4,L,29,-0.5322,-0.2757,Normal,Gizi Baik +Danis,ortu,,Bondowoso,12.9,89.6,L,28,-0.2466,-0.0201,Normal,Gizi Baik +Anasera,ortu,,Bondowoso,12.6,89,P,29,-0.2583,0.0588,Normal,Gizi Baik +Aurora,ortu,,Bondowoso,12.3,88.2,P,27,-0.0245,0.1301,Normal,Gizi Baik +Selfania,ortu,,Bondowoso,12.1,87,P,26,-0.134,0.1372,Normal,Gizi Baik +Kayra,ortu,,Bondowoso,11.9,86.2,P,25,-0.1191,0.1455,Normal,Gizi Baik +Najwa,ortu,,Bondowoso,13,90.5,P,30,-0.0509,0.1814,Normal,Gizi Baik +Arsa,ortu,,Bondowoso,13.9,93.8,P,35,-0.147,0.1341,Normal,Gizi Baik +Inara,ortu,,Bondowoso,14.1,94.8,L,37,-0.5153,-0.2365,Normal,Gizi Baik +Cakra,ortu,,Bondowoso,15,98.8,L,42,-0.2652,-0.1851,Normal,Gizi Baik +Misel ,ortu,,Bondowoso,17.8,108,L,57,-0.0707,-0.0178,Normal,Gizi Baik +Rere,ortu,,Bondowoso,15.9,101.5,L,47,-0.3037,-0.1389,Normal,Gizi Baik +Aqila,ortu,,Bondowoso,13.5,92.2,P,33,-0.1971,0.1265,Normal,Gizi Baik +Arfan,ortu,,Bondowoso,14.5,96,P,38,-0.1075,0.1454,Normal,Gizi Baik +Rayan,ortu,,Bondowoso,12.8,89.2,P,28,0.029,0.3129,Normal,Gizi Baik +Il,ortu,,Bondowoso,14.3,95.2,P,37,-0.1401,0.1417,Normal,Gizi Baik +Makkah,ortu,,Bondowoso,18.2,109.5,P,59,0.1282,0.0581,Normal,Gizi Baik +Zamzam,ortu,,Bondowoso,10.1,78.5,P,14,0.7892,0.5906,Normal,Gizi Baik +Ibrahim,ortu,,Bondowoso,14.9,98,L,41,-0.3175,-0.1513,Normal,Gizi Baik +Emil,ortu,,Bondowoso,14.3,95.8,L,38,-0.4147,-0.2143,Normal,Gizi Baik +Jaya Putra,Puji,2/10/2019,Sumbersuko,15,104,L,51,-0.2332,-0.9037,Normal,Gizi Baik +Helga Resyakila,Winda,16-02-21,Sumbersuko,11.7,90,P,35,-1.1566,-1.2361,Normal,Gizi Baik +Gavin Ardana,Suliha,11/12/2021,Sumbersuko,10.4,84,L,25,-1.2747,-1.4989,Normal,Gizi Baik +Nadira Putri,Mufidah,6/12/2022,Sumbersuko,7.6,71,P,13,-1.6039,-1.5602,Normal,Gizi Baik +Tavisha Revalina,Titik,21-12-22,Sumbersuko,8.5,76,P,13,0.2975,-0.6227,Normal,Gizi Baik +M. Yusuf Alqorony,Wuliati,8/12/2022,Sumbersuko,8.1,72,L,13,-2.0274,-1.7995,Stunted,Gizi Baik +Haikal M. Alfariq,Damuli,28-04-23,Sumbersuko,7.9,72,L,9,0.014,-1.0908,Normal,Gizi Baik +M. Irsyadul Ibad,Yuliati,16-05-23,Sumbersuko,7.1,67,L,8,-1.632,-1.76,Normal,Gizi Baik +M. Khoirul Nizam ,Cici,20-05-23,Sumbersuko,8,70,L,8,-0.2718,-0.6781,Normal,Gizi Baik +M. Raditya,Puji,22-06-23,Sumbersuko,8.2,69,L,7,-0.0758,-0.1078,Normal,Gizi Baik +M. Eshal R.,Eka Rahma,15-07-23,Sumbersuko,7.5,69,L,6,0.6431,-0.5116,Normal,Gizi Baik +M. Fathan R.,Cicik F.,30-08-23,Sumbersuko,5.76,62,L,5,-1.8482,-2.3512,Normal,Gizi Kurang +M. Gibran Arsaka,Heni Sutanti,1/5/2024,Sumbersuko,2.9,48,L,0,-0.9953,-0.9564,Normal,Gizi Baik +Nadiva Arsyila Savina,Sulastri,27-01-24,Sumbersuko,3,52,P,0,1.5313,-0.5187,Normal,Gizi Baik +M. Alif,Erin,3/3/2019,Sumbersuko,14.4,101,L,58,-1.725,-1.6969,Normal,Gizi Baik +M. Gilang,Yanuro,18-06-19,Sumbersuko,14.3,102,L,55,-1.1723,-1.5563,Normal,Gizi Baik +M. Ehsan Elvano,Asfia,15-11-19,Sumbersuko,13.5,98.6,L,50,-1.3701,-1.6638,Normal,Gizi Baik +Adzkiya Nafasha,Habiba,8/4/2020,Sumbersuko,12.3,94.3,P,45,-1.5815,-1.7757,Normal,Gizi Baik +Zezi Aira ,Nurul,7/6/2020,Sumbersuko,12.7,91,P,43,-2.1134,-1.3532,Stunted,Gizi Baik +Fagio Gusme,Mieke,14-11-20,Sumbersuko,13.7,90,L,38,-1.942,-0.5664,Normal,Gizi Baik +Asyifa,Anis,24-01-21,Sumbersuko,11.7,91.5,P,36,-0.9327,-1.3419,Normal,Gizi Baik +Danis Ahmad,Ayu Widora,22-11-20,Sumbersuko,11.2,90,L,38,-1.942,-2.2369,Normal,Gizi Kurang +Azahra Ramadhani,Fitriya,19-04-21,Sumbersuko,13.4,91,P,33,-0.5239,0.0683,Normal,Gizi Baik +Al Abizar Rafka,Tutut,4/7/2021,Sumbersuko,11.1,88,L,30,-1.1549,-1.5408,Normal,Gizi Baik +Rafelin Arasya,Erica,6/8/2021,Sumbersuko,11.5,88,P,29,-0.5456,-0.678,Normal,Gizi Baik +Adeva Asena,Asfia,12/8/2021,Sumbersuko,10.5,84,P,29,-1.6947,-1.4327,Normal,Gizi Baik +Achmad Davino,Linda,25-09-21,Sumbersuko,9.9,87,L,28,-1.0362,-2.2998,Normal,Gizi Kurang +Gea Syakira,Sriwahyuni,16-10-21,Sumbersuko,11.9,88,P,27,-0.0837,-0.135,Normal,Gizi Baik +Nusaibah Nur,Marsutin,20-11-21,Sumbersuko,11.5,85,P,26,-0.7346,-0.2726,Normal,Gizi Baik +M. Aksa At Taufik,Erin,28-11-21,Sumbersuko,9.4,87,L,26,-0.5688,-2.5099,Normal,Gizi Kurang +Zafran,Kiki,22-12-21,Sumbersuko,11,84,L,25,-1.2747,-1.0092,Normal,Gizi Baik +M. Haidar Atmaja,Nur. H,8/1/2022,Sumbersuko,13,86.3,L,24,-0.2671,0.5905,Normal,Gizi Baik +Maryam Frisly,Syarifatul,10/3/2022,Sumbersuko,10.7,81,P,22,-1.1551,-0.2698,Normal,Gizi Baik +M. Genta Baskara,Friska,19-03-22,Sumbersuko,10.8,85,L,22,-0.3571,-0.7455,Normal,Gizi Baik +M. Azhril Ammar ,Indi,12/4/2022,Sumbersuko,9,80,L,21,-1.7865,-2.2134,Normal,Gizi Kurang +Ajril Alvian,Solatil,13-05-22,Sumbersuko,9.9,78,L,20,-2.2032,-1.2155,Stunted,Gizi Baik +Raisa Qonifatilah,Rulmiati,30-05-22,Sumbersuko,8,77,P,20,-1.8931,-2.4131,Normal,Gizi Kurang +Wafi Bagus Putra,Dewi Putri,4/6/2022,Sumbersuko,10.9,80,L,19,-1.1766,-0.1975,Normal,Gizi Baik +M. Lingga Adly,Widiawati,29-06-22,Sumbersuko,9.18,81,L,19,-0.8136,-1.7333,Normal,Gizi Baik +Audya Widiawati,Rena,25-07-22,Sumbersuko,8.2,70,P,18,-3.6875,-1.8517,Severely Stunted,Gizi Baik +Dealisa Thara,Yanuro,26-07-22,Sumbersuko,7.8,72,P,18,-2.9987,-2.2852,Stunted,Gizi Kurang +Natania Aqilla,Naning,27-07-22,Sumbersuko,10.8,81,P,18,0.1006,0.4362,Normal,Gizi Baik +Xaquille Dirga,Nur Alia,3/8/2022,Sumbersuko,11.5,80.5,P,17,0.291,1.0979,Normal,Gizi Baik +Sabira Wafika,Sriyuliani,30-07-22,Sumbersuko,9.5,77,P,18,-1.2769,-0.6086,Normal,Gizi Baik +Laksamana Daffa,Khomariyah,28-08-22,Sumbersuko,9.9,75,L,17,-2.3664,-0.7275,Stunted,Gizi Baik +Septianda Miko,Rika,16-09-22,Sumbersuko,11.5,77,L,16,-1.2426,0.8055,Normal,Gizi Baik +Oktavina Aretha,Dariati,12/10/2022,Sumbersuko,7.9,73,P,15,-1.6464,-1.6228,Normal,Gizi Baik +Erina Salsabila,Maslia,15-10-22,Sumbersuko,8.3,76,P,15,-0.5512,-1.2045,Normal,Gizi Baik +Rayanza Bima,Yuni,5/11/2022,Sumbersuko,9.1,72,P,14,-1.6325,-0.2535,Normal,Gizi Baik +Vionatan Devan,Tria,6/11/2022,Sumbersuko,10.6,80,L,14,0.7873,0.445,Normal,Gizi Baik +Anggun Puspitasari,Daliamah,17-12-22,Sumbersuko,8.2,72,P,13,-1.2236,-0.9212,Normal,Gizi Baik +Richo Aldiansyah,Asmaul,24-12-22,Sumbersuko,8.2,73,L,13,-1.6152,-1.6887,Normal,Gizi Baik +Raina Eliza Misbah,Isabella,2/1/2023,Sumbersuko,8.5,73,P,12,-0.3942,-0.421,Normal,Gizi Baik +Faranisa Zahra ,Novitasari,17-01-23,Sumbersuko,8.5,76,P,12,0.7709,-0.421,Normal,Gizi Baik +Putri Febriana,Nurul,22-02-23,Sumbersuko,6.9,69,P,11,-1.496,-1.9532,Normal,Gizi Baik +Adzkiyatul Yazmina,Ifana,16-03-23,Sumbersuko,8.2,72,P,10,0.21,-0.2755,Normal,Gizi Baik +Devanka Rezkiano,Devi,22-05-23,Sumbersuko,10.4,71,L,8,0.1816,1.747,Normal,Gizi Baik +Elsanum Sehrish,Lailatul,27-06-23,Sumbersuko,6.7,67,P,7,-0.1241,-1.0879,Normal,Gizi Baik +M. Arkanza,Sriwahyuni,14-04-23,Sumbersuko,8.9,69,L,9,-1.3234,-0.0014,Normal,Gizi Baik +Delisa,Sinta,10/7/2023,Sumbersuko,7.2,68,P,6,1.0011,-0.1097,Normal,Gizi Baik +M. Alvan,Fatimatus,11/7/2023,Sumbersuko,6.9,67,L,6,-0.2914,-1.2632,Normal,Gizi Baik +Nazril Farzan,Dewi Ainur,15-08-23,Sumbersuko,6,62,L,5,-1.8482,-1.9951,Normal,Gizi Baik +Berlian Aluna,Tika,17-08-23,Sumbersuko,7.7,67,P,5,1.3394,0.8934,Normal,Gizi Baik +Elvani Aflah,Nurul,27-08-23,Sumbersuko,5.3,60,P,5,-1.8175,-2.1598,Normal,Gizi Kurang +M. Gibran Naranza,Mila,9/9/2023,Sumbersuko,5.5,62,L,4,-0.9064,-2.0945,Normal,Gizi Kurang +Yasmine Nafeeza,Kumrotin,12/11/2023,Sumbersuko,4.6,56,P,2,-0.5242,-0.8318,Normal,Gizi Baik +Khalissa Arsy Khumara,Uswatun,8/12/2023,Sumbersuko,3.9,54,P,1,0.1601,-0.5148,Normal,Gizi Baik +M. Zaidan Al Ghifari,Indi Rahmawati ,6/12/2023,Sumbersuko,5.1,58,L,1,1.6828,0.9978,Normal,Gizi Baik +Bilal Attaqi,Dwi Yan,7/8/2023,Sumbersuko,7.9,67,L,5,0.5197,0.4579,Normal,Gizi Baik +Rania Gendis,Marina,28-02-24,Sumbersuko,2.6,49,P,0,-0.0793,-1.474,Normal,Gizi Baik +Zanuba Zahira,Kiki,12/1/2024,Sumbersuko,2.9,48,P,0,-0.6161,-0.7497,Normal,Gizi Baik +Rahilda Vania Putri,Dewi,19-09-23,Sumbersuko,7.2,67,P,11,-2.2894,-1.5916,Stunted,Gizi Baik +Gadisa Fawazia R. ,Nurul,16-03-24,Sumbersuko,5.2,53,P,5,-4.9744,-2.3168,Severely Stunted,Gizi Kurang +Kenzie Alvaro,Dewi,3/6/2024,Sumbersuko,4.8,55,L,2,-1.712,-1.1803,Normal,Gizi Baik +Ibrar Nur Ikhsanul,Fauziah,3/6/2024,Sumbersuko,2.9,49,L,2,-4.7113,-4.942,Severely Stunted,Gizi Buruk +Bima Zyandru Tri,Novita Tri,16-01-24,Sumbersuko,7.4,,L,7,,-1.0427,,Gizi Baik +M. Ghibran Alfarisqi,Santi,3/7/2024,Sumbersuko,5.6,59,L,1,2.1965,1.7253,Normal,Gizi Baik +Arsya Alfarizki,Lailatul,29-10-24,Sumbersuko,1.8,47,L,0,-1.5235,-3.8189,Normal,Gizi Buruk +Ahmad Arfan,Ayu Firnan,19-02-24,Sumbersuko,3.9,51,L,1,-1.9133,-1.004,Normal,Gizi Baik +Aulia Aprilia P.,Zeni Aprilia,24-03-22,Sumbersuko,10.1,81,P,9,4.4941,1.6572,Normal,Gizi Baik +Haikal,Halimatus S.,14-07-22,Sumbersuko,8.9,77,L,7,3.609,0.6461,Normal,Gizi Baik +M. Rafaeza,Isma,8/5/2024,Sumbersuko,3.4,50,L,1,-2.4271,-1.9812,Stunted,Gizi Baik +M. Rayyanza Mardova,Yayang,12/4/2024,Sumbersuko,5.8,62,L,2,1.7871,0.3317,Normal,Gizi Baik +Almahira Putri Narendra ,Nur Hayati,18-05-24,Sumbersuko,2.6,49,P,0,-0.0793,-1.474,Normal,Gizi Baik +Syauqia Hannah,Deviana,20-06-24,Sumbersuko,3.4,51,P,0,0.9944,0.3606,Normal,Gizi Baik +M. Kaliandra,Zeni Aprilia,29-07-24,Sumbersuko,2.4,46,L,1,-4.482,-4.3278,Severely Stunted,Gizi Buruk +Shanaya F.,Selvy,6/5/2024,Sumbersuko,5.3,59,P,2,0.9492,0.2539,Normal,Gizi Baik +M. Kevin Albaira,Retno,10/7/2024,Sumbersuko,2.3,46,L,1,-4.482,-4.6019,Severely Stunted,Gizi Buruk +M. Hamzah,Nisa,30-08-24,Sumbersuko,4.1,53,L,2,-2.7118,-2.3974,Stunted,Gizi Kurang +Raisa Aulia,Atik,15-06-19,Sumbersuko,12.4,93.6,P,40,-1.0422,-1.2701,Normal,Gizi Baik +Oktavia Calista,Yurin,28-10-19,Sumbersuko,15,98,P,45,-0.6981,-0.2534,Normal,Gizi Baik +Nasywa Sabita,Alif,20-11-19,Sumbersuko,11.6,92,P,42,-1.7327,-1.9903,Normal,Gizi Baik +M. Tabrani,Dina,20-02-20,Sumbersuko,14.5,97.5,L,43,-0.7364,-0.5444,Normal,Gizi Baik +Azka Rabani,Hartini,11/2/2020,Sumbersuko,14.3,,L,47,,-0.9805,,Gizi Baik +Saqila,Devi,9/9/2020,Sumbersuko,12.5,92,P,40,-1.4441,-1.2061,Normal,Gizi Baik +Asila Zafira,Putri,14-12-20,Sumbersuko,13,93,P,37,-0.7112,-0.5991,Normal,Gizi Baik +Almeyra Sakila,Ambar,19-04-21,Sumbersuko,8.9,73,P,33,-5.4254,-3.3516,Severely Stunted,Gizi Buruk +Naila Safira,Nuriati,22-04-21,Sumbersuko,11.1,84,P,33,-2.43,-1.4507,Stunted,Gizi Baik +Bilqish Agnia,Rohma,20-05-21,Sumbersuko,11.5,83,P,32,-2.5347,-1.044,Stunted,Gizi Baik +Raina Alfaina,Ayu Ulfa,10/6/2021,Sumbersuko,9.5,81,P,31,-2.9185,-2.5415,Stunted,Gizi Kurang +Jaler Aqil,Titik,13-06-21,Sumbersuko,11,88,L,31,-1.3481,-1.7255,Normal,Gizi Baik +Athaya Raihana,Ina,28-06-21,Sumbersuko,14.6,87,L,31,-1.6372,0.673,Normal,Gizi Baik +Kania Azkia,Mirna,3/7/2021,Sumbersuko,15.5,89,P,30,-0.4758,1.5317,Normal,Gizi Baik +"A, Gaza Zahirul",Sita Putri,9/7/2021,Sumbersuko,11.7,88,L,30,-1.1549,-1.091,Normal,Gizi Baik +Gavin ,Nadia,28-07-21,Sumbersuko,12.4,88,L,30,-1.1549,-0.5956,Normal,Gizi Baik +M. Bisma Saqil,Yunda,15-09-21,Sumbersuko,11.6,88.7,L,28,-0.5199,-0.9325,Normal,Gizi Baik +M. Mujaidin,Mirna,18-10-21,Sumbersuko,10,88,L,27,-0.5006,-2.0943,Normal,Gizi Kurang +M. Fahmi,Murdia,18-11-21,Sumbersuko,11.2,86,L,26,-0.8837,-0.9848,Normal,Gizi Baik +M. Abizar Fatan,Maria Ulfa,18-11-21,Sumbersuko,10,85.3,L,26,-1.1042,-1.9706,Normal,Gizi Baik +Dita Ayu Nur Alifa,Nur Hamidah,11/12/2021,Sumbersuko,9.5,78.5,P,25,-2.4679,-1.721,Stunted,Gizi Baik +Elsa Naura Fariza,Nur Aini,23-12-21,Sumbersuko,9.5,74,P,25,-3.8405,-1.721,Severely Stunted,Gizi Baik +M. Zayan Farel,ST. Rohma,3/3/2022,Sumbersuko,9.8,79,L,22,-2.4019,-1.6047,Stunted,Gizi Baik +Adnan Kalundra,Sinta,22-01-22,Sumbersuko,10.6,87,L,24,-0.038,-1.1966,Normal,Gizi Baik +M. Nizam Faqih,Musrifah,30-01-22,Sumbersuko,10.3,82,L,24,-1.6746,-1.4484,Normal,Gizi Baik +M. Fatan Rayan,Indra,4/3/2022,Sumbersuko,11.5,85,L,22,-0.3571,-0.1904,Normal,Gizi Baik +Arfana Faradian,Rodiyah,12/3/2022,Sumbersuko,9.7,80,L,22,-2.0611,-1.6954,Stunted,Gizi Baik +Azalea Kaliga,Alif,6/4/2022,Sumbersuko,9.2,70,P,21,-4.4554,-1.3715,Severely Stunted,Gizi Baik +M. Randika,Khotimah,7/4/2022,Sumbersuko,10.4,82,L,21,-1.0907,-0.9301,Normal,Gizi Baik +M. Abqor Alfala,Fajar,9/4/2022,Sumbersuko,13.4,83,L,21,-0.7428,1.3207,Normal,Gizi Baik +Alzan Zea Sadia,Fatimah,17-04-22,Sumbersuko,8.4,78,P,21,-1.8471,-2.1542,Normal,Gizi Kurang +Elsanum Syakila,Nurul,21-04-22,Sumbersuko,11.1,77,P,21,-2.1731,0.1816,Stunted,Gizi Baik +Faaz Raziq Atha,Elma,22-04-22,Sumbersuko,11.4,82,L,21,-1.0907,-0.115,Normal,Gizi Baik +Sabina Azahra ,Dewi,20-05-22,Sumbersuko,8.2,75,P,20,-2.5569,-2.197,Stunted,Gizi Kurang +Sofiatun Nisa,Niswatin,24-05-22,Sumbersuko,9.8,77,P,20,-1.8931,-0.68,Normal,Gizi Baik +M. Arya Daffa,Lutfia,10/6/2022,Sumbersuko,10.3,82,L,19,-0.4507,-0.7042,Normal,Gizi Baik +Hana Ganesa,Nisfatur,10/6/2022,Sumbersuko,11.6,76,P,19,-1.933,0.844,Normal,Gizi Baik +Nafil Khoiri,Wahyuni,8/7/2022,Sumbersuko,8.4,76,L,18,-2.3204,-2.3682,Stunted,Gizi Kurang +M. Arfan Maulana ,Ririt,20-07-22,Sumbersuko,7.6,73,L,18,-3.4326,-3.2624,Severely Stunted,Gizi Buruk +Arshaka Virendra,Istiqomah,27-07-22,Sumbersuko,8.8,76,L,18,-2.3204,-1.952,Stunted,Gizi Baik +Ardelio Gafril,Yuni,18-08-22,Sumbersuko,10.9,80,L,17,-0.4729,0.1403,Normal,Gizi Baik +M. Farhan Tsani,ST. Fatima,31-08-22,Sumbersuko,9,74,L,17,-2.7451,-1.5847,Stunted,Gizi Baik +Mazaya Muren,Rosa Ilmi,28-09-22,Sumbersuko,9.8,78,P,16,-0.2167,-0.0103,Normal,Gizi Baik +M. Zafran,Nurul,8/10/2022,Sumbersuko,7.9,72,L,15,-2.8241,-2.4064,Stunted,Gizi Kurang +Nadia Yuna,Retno,7/11/2022,Sumbersuko,7.9,72,P,14,-1.6325,-1.4307,Normal,Gizi Baik +Nagiska Alesha ,Badriyah,18-11-22,Sumbersuko,7.8,74,P,14,-0.8874,-1.5387,Normal,Gizi Baik +M. Zafi Putra ,Rifyanti,26-11-22,Sumbersuko,9.9,74,L,14,-1.6347,-0.1779,Normal,Gizi Baik +M. Noval Alfatih,Bailatul B. ,17-12-22,Sumbersuko,8.2,75,L,13,-0.7908,-1.6887,Normal,Gizi Baik +M. Really Zeafaro,Laili,6/1/2023,Sumbersuko,10,75,L,12,-0.3151,0.3285,Normal,Gizi Baik +El Shanum Shanaya,Nuril,28-01-23,Sumbersuko,8.7,70,P,12,-1.5592,-0.2299,Normal,Gizi Baik +M. Jafiat Attar,Sugiati,31-01-23,Sumbersuko,8.2,71,L,12,-1.9985,-1.4806,Normal,Gizi Baik +M. Zayny Al-Ghoni,Sulistiya,31-01-23,Sumbersuko,8.8,73,L,12,-1.1568,-0.8395,Normal,Gizi Baik +Arsyaka Al-Kholifi,Anis,1/3/2023,Sumbersuko,8.1,70,L,10,-1.436,-1.1284,Normal,Gizi Baik +A. Nawwaful H,El Badriyah,11/3/2023,Sumbersuko,7.8,60,P,10,-4.6531,-0.6887,Severely Stunted,Gizi Baik +Sanum Nazwa,Nur Ulfa,14-04-23,Sumbersuko,7.9,70,P,9,-0.0594,-0.3319,Normal,Gizi Baik +Dafin Azka,Susiati,14-04-23,Sumbersuko,7.6,69,L,9,-1.3234,-1.4422,Normal,Gizi Baik +Khaula Hawa,Nur Aini,22-04-23,Sumbersuko,9.9,70,P,9,-0.0594,1.498,Normal,Gizi Baik +Prisa Aida Aprilia,Ainun,26-04-23,Sumbersuko,6.5,67,P,4,2.2685,0.0952,Normal,Gizi Baik +Alferel Maherza,Sariwarni,3/5/2012,Sumbersuko,8.1,70,L,9,-0.8776,-0.8633,Normal,Gizi Baik +Davin Agus,Sri Wulandari,11/5/2023,Sumbersuko,9.4,71,L,8,0.1816,0.8048,Normal,Gizi Baik +Selina Aulia Putri,Nur Imamah,19-05-23,Sumbersuko,8.5,66,P,8,-1.1627,0.5481,Normal,Gizi Baik +Attarazka Fawwas,Dina Eka,30-05-23,Sumbersuko,7.3,66,L,8,-2.0854,-1.5094,Stunted,Gizi Baik +Risaidan Fata,Putri Melati,10/6/2023,Sumbersuko,7.2,66,L,7,-1.4576,-1.2904,Normal,Gizi Baik +M. Atarazka Alfatih,Saidah,21-07-23,Sumbersuko,7.7,64,L,6,-1.693,-0.2727,Normal,Gizi Baik +Ayana Dwi,Nurul,5/7/2023,Sumbersuko,5.9,62,P,6,-1.6463,-1.7554,Normal,Gizi Baik +Gendhis Atiqohmasulin,Titik Hidayati,14-09-23,Sumbersuko,6,62,P,4,-0.0415,-0.5503,Normal,Gizi Baik +M. Abiyan Legawa,Hesti,1/9/2023,Sumbersuko,6.3,60,L,4,-1.8676,-0.9264,Normal,Gizi Baik +Kaivan Devano,Eny,5/8/2023,Sumbersuko,7.3,63,L,5,-1.3746,-0.2561,Normal,Gizi Baik +M. Elfathal Al-Ayubi,Dina,1/10/2023,Sumbersuko,6.5,64,L,3,1.2575,0.1643,Normal,Gizi Baik +Sharga Al-Devano,Tanti,13-11-23,Sumbersuko,4.7,57,L,2,-0.7123,-1.3451,Normal,Gizi Baik +M. Dzafar Dzaki,Risalatul,9/8/2023,Sumbersuko,7,63,L,5,-1.3746,-0.6322,Normal,Gizi Baik +Aleeyah Fatima,Dinda,3/10/2023,Sumbersuko,5.8,61,P,3,0.5687,-0.0623,Normal,Gizi Baik +M. Arga Raditya,Dewi Artika,11/10/2023,Sumbersuko,5.9,60,L,3,-0.6991,-0.6574,Normal,Gizi Baik +Keisya Zunaira,Ifa Juliani,12/10/2023,Sumbersuko,5.1,58,P,3,-0.8565,-1.0786,Normal,Gizi Baik +Sofi Mukhib Amin,Milati,27-10-23,Sumbersuko,5.1,55,P,3,-2.2816,-1.0786,Stunted,Gizi Baik +Abimanyu Havasya,Desi Aidul,7/11/2023,Sumbersuko,4.7,57,L,2,-0.7123,-1.3451,Normal,Gizi Baik +Raisa Zakia AZ.,Wulansari,17-11-23,Sumbersuko,5.8,62,P,2,2.4225,0.9526,Normal,Gizi Baik +Anandita Keenan,Marta,8/1/2024,Sumbersuko,4.7,53.5,P,0,2.3366,2.8397,Normal,Gizi Lebih +Raka Zavian D.,Lilik,30-01-24,Sumbersuko,4.5,55,L,0,2.7023,2.1369,Normal,Gizi Lebih +Laktisa Dian Utari,Rosita,12/2/2024,Sumbersuko,4.1,53,P,0,2.0681,1.7566,Normal,Gizi Baik +M. Zafar Dzaki,Risalatul,9/8/2023,Sumbersuko,8.9,71,L,5,2.4141,1.5503,Normal,Gizi Baik +Nur Fahima,Nur,12/2/2024,Sumbersuko,5.9,64,P,0,,4.7728,,Gizi Lebih +Azkiyah Tsaniyah,Nur Afifah,22-02-24,Sumbersuko,6.1,62,P,0,,5.0705,,Gizi Lebih +Salsabila Azzahra,ST. Rohmah,29-02-24,Sumbersuko,5.4,56,P,0,3.6787,4,Normal,Gizi Lebih +M. Faig R.,Juwariya,4/7/2019,Sumbersuko,15.6,103,L,54,-0.8305,-0.8132,Normal,Gizi Baik +Giska Cahya,Dewi,27-04-20,Sumbersuko,13,95,P,45,-1.4144,-1.341,Normal,Gizi Baik +Kenzie Alfatih,Eny,1/6/2020,Sumbersuko,15.2,97,L,43,-0.8613,-0.165,Normal,Gizi Baik +Githa Naira Arin,Indah,8/6/2020,Sumbersuko,12.6,95,P,43,-1.1395,-1.4155,Normal,Gizi Baik +Siren Yumna ,Ririn,18-08-20,Sumbersuko,15.8,95,P,41,-0.8454,0.493,Normal,Gizi Baik +Afzal Junatan,Diana,6/10/2020,Sumbersuko,9.8,88,L,39,-2.6055,-3.4426,Stunted,Gizi Buruk +Aruna Safira ,Ika,8/10/2020,Sumbersuko,11.9,91,P,39,-1.5457,-1.5055,Normal,Gizi Baik +Nadin Sada,Hidayah,3/11/2020,Sumbersuko,11,89,P,38,-1.904,-2.0537,Normal,Gizi Kurang +M. Radika Alfaro,Nanik,7/11/2020,Sumbersuko,13.2,92,L,38,-1.4153,-0.8727,Normal,Gizi Baik +Aprilia Dwi Ramadhani,Yuli,12/4/2021,Sumbersuko,10.6,87,P,33,-1.6131,-1.8365,Normal,Gizi Baik +Asyafa Azaia,Sarofah,25-08-21,Sumbersuko,,87.9,P,29,-0.5743,,Normal, +M. Adanu Alfatan,Afifa,24-10-21,Sumbersuko,10.6,85,L,27,-1.4279,-1.589,Normal,Gizi Baik +M. Arbian Ali,Chulakil,6/9/2021,Sumbersuko,11.8,87,L,28,-1.0362,-0.7855,Normal,Gizi Baik +M. Akalanka,Ilmi,25-09-21,Sumbersuko,11,83,L,28,-2.251,-1.3899,Stunted,Gizi Baik +Widya Shabira,Yasinta,5/12/2021,Sumbersuko,10.2,81,P,25,-1.7053,-1.1183,Normal,Gizi Baik +Nur Aisyah Elshanum,Nur Mahmudah,16-12-21,Sumbersuko,9,83,P,25,-1.0952,-2.188,Normal,Gizi Kurang +Rayyan Abduallah,Ririn,2/2/2022,Sumbersuko,12.1,84,L,23,-0.9819,0.1087,Normal,Gizi Baik +Dirga Rafasha,Dwi,9/8/2022,Sumbersuko,12.4,81,L,17,-0.0942,1.3066,Normal,Gizi Baik +Alesa Nadirotul,Nafidatul,14-10-22,Sumbersuko,7.8,74,P,15,-1.2814,-1.7315,Normal,Gizi Baik +M. Devandra ,Ririn,15-10-22,Sumbersuko,8.9,76,L,15,-1.2433,-1.3327,Normal,Gizi Baik +M. Renandra,Destria,1/11/2022,Sumbersuko,8.6,75,L,14,-1.2311,-1.4548,Normal,Gizi Baik +Athazaky Rafanizan,Hanim,11/1/2023,Sumbersuko,8.2,76,L,12,0.1057,-1.4806,Normal,Gizi Baik +Dirga Alfendra,Yuli,18-01-23,Sumbersuko,9.3,76,L,12,0.1057,-0.3358,Normal,Gizi Baik +Asraf Ahmad,Cindy,20-03-23,Sumbersuko,7.5,69,L,10,-1.8737,-1.8257,Normal,Gizi Baik +Giandra Ega,Emi,4/4/2023,Sumbersuko,7.6,73,L,9,0.4597,-1.4422,Normal,Gizi Baik +Zio Ravendra,Rini,21-06-23,Sumbersuko,7.6,70,L,7,0.3848,-0.8009,Normal,Gizi Baik +Jesika Fitri,ST. Maslikha,21-04-23,Sumbersuko,7.5,71,P,9,0.3545,-0.7621,Normal,Gizi Baik +Nadya Aira ,Kurnia,12/9/2023,Sumbersuko,6.1,66,P,4,1.8065,-0.417,Normal,Gizi Baik +Kayshila,Dewi Yatima,9/8/2023,Sumbersuko,6.3,64,P,5,-0.0136,-0.7408,Normal,Gizi Baik +Ceysa Kirana ,Putri,23-10-23,Sumbersuko,5.9,61,P,3,0.5687,0.0731,Normal,Gizi Baik +M. Salman Nasution,Ratna,8/7/2023,Sumbersuko,6.8,70,L,6,1.1103,-1.394,Normal,Gizi Baik +Danis Raska,Kiki,17-11-23,Sumbersuko,6.1,66,L,2,3.7867,0.7442,Normal,Gizi Baik +Abibah Syakila,Solikha,5/3/2019,Sumbersuko,16.7,93,P,58,-3.28,-0.4664,Severely Stunted,Gizi Baik +Hafizah,Nur Jannah,25-07-19,Sumbersuko,10.7,91,P,54,-3.3456,-3.5665,Severely Stunted,Gizi Buruk +Mirza Surya,Santi,25-09-19,Sumbersuko,12.4,94,L,52,-2.6625,-2.4813,Stunted,Gizi Kurang +Laurinda Difya,Tamy,12/2/2019,Sumbersuko,16,103,P,59,-1.249,-0.8328,Normal,Gizi Baik +M. Alim Abddul,Nur Kholima,29-01-20,Sumbersuko,13.6,93.5,L,48,-2.3431,-1.458,Stunted,Gizi Baik +M. Azril AL,Yuliatin,24-08-21,Sumbersuko,9,85,L,29,-1.8456,-3.2366,Normal,Gizi Buruk +Nadira Karismah,Sulikah,15-08-23,Sumbersuko,4.8,59,P,5,-2.2685,-2.9781,Stunted,Gizi Kurang +Zakiya Nadira,Debi,23-09-23,Sumbersuko,2.5,47,P,4,,,, +Laurensyah,Eni,18-01-19,Sumbersuko,20,112,P,60,0.5417,0.619,Normal,Gizi Baik +Quensa Alea,Ica Budiarti,26-03-19,Sumbersuko,14,104,P,58,-0.9312,-1.7355,Normal,Gizi Baik +Dea Aprilia,Evi,18-04-19,Sumbersuko,22.4,107,P,57,-0.177,1.5517,Normal,Gizi Baik +Ach. Arsya,Nisa,11/6/2019,Sumbersuko,15.1,106,L,55,-0.2738,-1.1339,Normal,Gizi Baik +Raisa Dzakirah,Rukmaya,8/6/2019,Sumbersuko,16.9,108,P,55,0.2778,-0.1766,Normal,Gizi Baik +Latisa Qila,Hesti,10/8/2019,Sumbersuko,17.1,107,P,53,0.3079,0.0513,Normal,Gizi Baik +M. Jaelani,Umi,19-08-19,Sumbersuko,13.9,102,L,53,-0.9396,-1.6431,Normal,Gizi Baik +Chairil Amar,ST. Maysaro,20-10-19,Sumbersuko,16.2,103,L,51,-0.4655,-0.3033,Normal,Gizi Baik +Nur Maulana,Nur R.,11/6/2020,Sumbersuko,12,94,L,43,-1.6106,-2.0848,Normal,Gizi Kurang +Elvano Zhafir,Dewi,20-06-20,Sumbersuko,11.9,93,L,43,-1.8603,-2.1535,Normal,Gizi Kurang +A. Syarifudin,Nur,8/10/2020,Sumbersuko,10.2,87,L,39,-2.8658,-3.106,Stunted,Gizi Buruk +Haikal Rafisqi,Devi,2/12/2020,Sumbersuko,12.4,93,L,37,-0.995,-1.2996,Normal,Gizi Baik +Azarin Putri,Dewi,10/2/2021,Sumbersuko,10.2,85,P,35,-2.4851,-2.3823,Stunted,Gizi Kurang +Ghara Mahadika,Seliya,28-03-21,Sumbersuko,12,86,L,34,-2.4234,-1.2916,Stunted,Gizi Baik +Auristelan Diva,Hesti,17-06-21,Sumbersuko,11.1,87,P,31,-1.2417,-1.2183,Normal,Gizi Baik +M. Asraf Ibrahim,Habiba,16-09-21,Sumbersuko,11.2,88,L,28,-0.7325,-1.2346,Normal,Gizi Baik +Asyallu Salsabila,Ainur,19-11-22,Sumbersuko,7.3,72,P,14,-1.6325,-2.105,Normal,Gizi Kurang +A. Arkana Aqil,Nisa,11/12/2022,Sumbersuko,7.7,74,L,13,-1.203,-2.2563,Normal,Gizi Kurang +M. Arkana Melviano,Nurul,1/2/2023,Sumbersuko,7.3,72,L,11,-1.0899,-2.3087,Normal,Gizi Kurang +Adzkiyah Hafza K.,Ayu,3/2/2023,Sumbersuko,7.5,72,P,11,-0.3059,-1.2474,Normal,Gizi Baik +M. Dhika Hidayatuallah,Fira,5/2/2023,Sumbersuko,8.2,77,L,11,1.0566,-1.2578,Normal,Gizi Baik +M. Arkanza Hafizt,Ma'rifatur,23-03-23,Sumbersuko,8.2,74,L,10,0.3146,-1.0168,Normal,Gizi Baik +Arhan Ali Yafi,Citra,4/7/2023,Sumbersuko,7.7,70,L,6,1.1103,-0.2727,Normal,Gizi Baik +Afwa Hanna,Purwanti,29-07-23,Sumbersuko,6.8,68,P,6,1.0011,-0.5796,Normal,Gizi Baik +Nabila Hanna ,Fita,8/8/2023,Sumbersuko,5.8,67,P,5,1.3394,-1.4184,Normal,Gizi Baik +Abrizam Khalif,Anie,10/8/2023,Sumbersuko,6.7,68,L,5,0.9933,-1.0225,Normal,Gizi Baik +Desy Askia,Putri,1/5/2019,Sumbersuko,24,104,P,56,-0.7111,2.055,Normal,Gizi Lebih +Jasmine Delisa ,Nurul,23-07-19,Sumbersuko,16,102,P,54,-0.9204,-0.4909,Normal,Gizi Baik +Lailatul Magfiroh,Aisyah,28-09-19,Sumbersuko,13,94,P,52,-2.4772,-1.8829,Stunted,Gizi Baik +Dafa Hafid,Asmaul,9/6/2020,Sumbersuko,13,95,L,43,-1.3608,-1.4298,Normal,Gizi Baik +Nur Rohman,Rumini,6/7/2020,Sumbersuko,15,96,L,42,-0.9713,-0.1851,Normal,Gizi Baik +A. Azril Saputra,Rini,7/11/2020,Sumbersuko,12,91,L,38,-1.6787,-1.6619,Normal,Gizi Baik +Adi Firmansyah,Kamama,12/4/2021,Sumbersuko,12,89,L,33,-1.4235,-1.1927,Normal,Gizi Baik +Khaula Aisyah,Elsa,28-04-21,Sumbersuko,11,90,P,33,-0.7962,-1.526,Normal,Gizi Baik +Sania Putri,Mila,1/5/2021,Sumbersuko,11,86,P,32,-1.7073,-1.4116,Normal,Gizi Baik +Azalea Khalika,Rida,9/9/2021,Sumbersuko,11,85,P,28,-1.195,-0.9126,Normal,Gizi Baik +Enoia Afra,Ratna,21-09-21,Sumbersuko,10,77,P,28,-3.5265,-1.7129,Severely Stunted,Gizi Baik +Delisa Inara,Istiqomah,18-12-21,Sumbersuko,10,83,P,25,-1.0952,-1.2849,Normal,Gizi Baik +Masayu Sabrina,Fitri,2/4/2022,Sumbersuko,9,74,P,21,-3.1512,-1.5588,Severely Stunted,Gizi Baik +M. Farel AL.,Ayu,27-07-22,Sumbersuko,9,75,L,18,-2.6911,-1.7507,Stunted,Gizi Baik +Arumi Nasya,Dewi,28-07-22,Sumbersuko,9,78,P,18,-0.9325,-1.0597,Normal,Gizi Baik +Tiara Alfatunnisa,Winarsih,31-07-22,Sumbersuko,8,74,P,18,-2.31,-2.065,Stunted,Gizi Kurang +M. Diki A.,Diana,31-07-22,Sumbersuko,9.9,78,L,18,-1.5789,-0.8962,Normal,Gizi Baik +Ahmad Sauqi,Suliati,3/8/2022,Sumbersuko,8.6,73,L,17,-3.1238,-1.9928,Severely Stunted,Gizi Baik +Salman Dwi,Eni,13-11-22,Sumbersuko,10,77,L,14,-0.4237,-0.0864,Normal,Gizi Baik +Queenza Abila,Musrifa,14-11-22,Sumbersuko,10,78,P,14,0.6029,0.5109,Normal,Gizi Baik +Rahma Miftakhul,Faumi,8/12/2022,Sumbersuko,8,72,P,13,-1.2236,-1.1277,Normal,Gizi Baik +M. Zioshaka Azzmy,Lailatul,20-01-23,Sumbersuko,9,78,L,12,0.9474,-0.6349,Normal,Gizi Baik +M. Athif Salim,Alfiyah,9/2/2023,Sumbersuko,8.2,73,L,11,-0.6606,-1.2578,Normal,Gizi Baik +M. Theo Rangga,Ghita,21-02-23,Sumbersuko,8.1,70,L,11,-1.9485,-1.3692,Normal,Gizi Baik +Anissa Royah,Iis,9/3/2023,Sumbersuko,4,51,P,10,,,, +Adzkiyah Alfatunisa ,Nia,22-05-23,Sumbersuko,7.2,60,P,8,-3.6997,-0.8173,Severely Stunted,Gizi Baik +Alfaro Siddik,Ana Asmaul,30-07-23,Sumbersuko,6,65,L,6,-1.2258,-2.5055,Normal,Gizi Kurang +Ahtar Putra,Rika,10/8/2023,Sumbersuko,6,64,L,5,-0.9011,-1.9951,Normal,Gizi Baik +Ayesha Fayra,Lailatul,14-08-23,Sumbersuko,9,69,P,5,2.2414,2.1542,Normal,Gizi Lebih +Niko Kurniawan,Nisaul,10/9/2023,Sumbersuko,7,63,L,4,-0.4258,-0.0029,Normal,Gizi Baik +Tanisa Almaira,Istiqoma,4/9/2023,Sumbersuko,6,69,P,4,3.1925,-0.5503,Normal,Gizi Baik +Adinda Alieen N.,Dwi Rahmawati,6/10/2023,Sumbersuko,6,61,P,3,0.5687,0.2064,Normal,Gizi Baik +Revalina Adiba,ST. Sundari,21-11-23,Sumbersuko,5.3,56,P,2,-0.5242,0.2539,Normal,Gizi Baik +Anandita Senja,Sari,11/11/2023,Sumbersuko,6,59,P,2,0.9492,1.2169,Normal,Gizi Baik +Ach. Azmi,Aisyah,28-12-23,Sumbersuko,6.3,59,L,1,2.1965,2.6639,Normal,Gizi Lebih +M. Risky,Mulyani,16-07-19,Sumbersuko,15.9,106,L,54,-0.151,-0.6663,Normal,Gizi Baik +Danis Alfarisi ,Defi,8/2/2020,Sumbersuko,12.5,99,L,47,-0.9052,-2.0623,Normal,Gizi Kurang +Najwa Putri,Sukemi,1/6/2020,Sumbersuko,12.4,95,P,43,-1.1395,-1.5422,Normal,Gizi Baik +Galuh Kalyca,Lilik,9/1/2021,Sumbersuko,16,92,P,36,-0.8014,1.0914,Normal,Gizi Baik +Ach. Natan,Erna,22-01-21,Sumbersuko,12,90,L,36,-1.6411,-1.4811,Normal,Gizi Baik +Ayesha Shafian,Nuriati,9/1/2022,Sumbersuko,10.3,85,P,24,-0.2217,-0.8877,Normal,Gizi Baik +M. Amril,Lianatus,2/6/2022,Sumbersuko,10.8,83,L,19,-0.0878,-0.28,Normal,Gizi Baik +Naura Azzahra,Tariati,25-06-22,Sumbersuko,8.9,82,P,19,0.0953,-1.3237,Normal,Gizi Baik +Ragil Saputra,Minatun,4/8/2022,Sumbersuko,9,82,L,17,0.2845,-1.5847,Normal,Gizi Baik +M. Noval Abdillah,Anggraeni,22-11-22,Sumbersuko,8.5,73,L,14,-2.0384,-1.5605,Stunted,Gizi Baik +Fitriyah Habibah,Halimatus,2/5/2023,Sumbersuko,8,74,P,8,2.22,0.0528,Normal,Gizi Baik +Moh. Rendra A ,Wiwin,13-11-20,Sumbersuko,9,78,L,38,-5.1019,-4.0795,Severely Stunted,Gizi Buruk +Avica Falencia ,Ninik,5/2/2021,Sumbersuko,8.7,77,P,35,-4.6106,-3.7755,Severely Stunted,Gizi Buruk +M. Danis Fara,Anik,14-10-21,Sumbersuko,6.9,66,L,27,,-5.3318,,Gizi Buruk +Ghavin Ardana,Suliha,11/12/2021,Sumbersuko,4.8,55.5,L,25,,,, +Syahreza Ahmad,Maulida,22-05-22,Sumbersuko,8,68,L,20,-5.7569,-3.1122,Severely Stunted,Gizi Buruk +Enjelika,Kartika,6/1/2020,Sumbersuko,15,92.5,P,48,-2.3752,-0.5019,Stunted,Gizi Baik +M. Radhitya,Sartika,6/2/2020,Sumbersuko,11,86,L,47,-4.0326,-3.105,Severely Stunted,Gizi Buruk + Adzkiya Nafasa,Habibatur,8/4/2020,Sumbersuko,9.5,83,P,45,-4.2795,-3.9136,Severely Stunted,Gizi Buruk +Aleza Zahra ,Fenilisti,5/4/2020,Sumbersuko,9,78,P,45,-5.4732,-4.3848,Severely Stunted,Gizi Buruk +M. Alfarizki,Sholatil,28-06-20,Sumbersuko,11,93,L,43,-1.8603,-2.8024,Normal,Gizi Kurang +Satria Andika P.,Husna,12/9/2020,Sumbersuko,11,77,L,40,-5.5705,-2.5582,Severely Stunted,Gizi Kurang +Sella Putri,Sarwadah,21-09-20,Sumbersuko,7.8,77,P,40,-5.2117,-5.2643,Severely Stunted,Gizi Buruk +Shaquella Fareza,Ayu Filga,26-09-20,Sumbersuko,,81,P,40,-4.207,,Severely Stunted, +Fabio Gusme,Nike,14-11-20,Sumbersuko,9.5,76,L,38,-5.6285,-3.6211,Severely Stunted,Gizi Buruk +M. Andrey A.,Mia,30-11-20,Sumbersuko,9.1,76,L,38,-5.6285,-3.9857,Severely Stunted,Gizi Buruk +Hana Nindya Elsa,Hayyu,7/12/2020,Sumbersuko,9.3,74,P,37,-5.643,-3.3901,Severely Stunted,Gizi Buruk +Jelita Ajeng,Kholifah,1/12/2020,Sumbersuko,18,85.5,P,37,-2.6579,1.8393,Stunted,Gizi Baik +Azzahra Ramadani,Fitria,19-04-21,Sumbersuko,8,72,P,33,-5.6977,-4.3175,Severely Stunted,Gizi Buruk +M. Syahrul Elfatih,Robiatul,1/5/2021,Sumbersuko,8.9,74.5,L,32,-5.3748,-3.6397,Severely Stunted,Gizi Buruk +Leonardo Davinsi,Rika,1/7/2021,Sumbersuko,10.3,75,L,30,-4.9726,-2.1818,Severely Stunted,Gizi Kurang +Musyaibah Nur,Narsutin ,20-11-21,Sumbersuko,9.5,72,P,26,-4.6386,-1.8694,Severely Stunted,Gizi Baik +Devin Attar,Friska ,24-12-21,Sumbersuko,3.6,56,L,25,,,, +M. Abizar Faras,Siti Rohma ,10/1/2022,Sumbersuko,9,74,L,24,-4.2931,-2.633,Severely Stunted,Gizi Kurang +M. Azharil Ammar,Mei,12/4/2022,Sumbersuko,6.4,67,L,21,,-5.2372,,Gizi Buruk +Yasmine Kayla,Ririn,29-01-20,Sumbersuko,10.1,82.3,P,48,-4.7431,-3.62,Severely Stunted,Gizi Buruk +Azkiya Putri,Kamila,13-02-20,Sumbersuko,12,84.5,P,47,-4.1319,-2.1325,Severely Stunted,Gizi Kurang +Azizah Putri,Kamila,13-02-20,Sumbersuko,11,83.3,P,47,-4.413,-2.8353,Severely Stunted,Gizi Kurang +M. Aditama ,Jannah,29-03-20,Sumbersuko,9.1,86,L,46,-3.931,-4.6086,Severely Stunted,Gizi Buruk +M. Adinata,Jannah,29-03-20,Sumbersuko,9.1,83.2,L,46,-4.6107,-4.6086,Severely Stunted,Gizi Buruk +Moch. Zaidan,Uswatun,16-04-20,Sumbersuko,10.6,87,L,45,-3.5821,-3.2634,Severely Stunted,Gizi Buruk + M. Hilmi Ramadan,Halimatus,7/5/2020,Sumbersuko,10.5,87,L,44,-3.4716,-3.2662,Severely Stunted,Gizi Buruk +Gibran Ach.,Fahma,14-05-20,Sumbersuko,12,86,L,44,-3.7189,-2.1646,Severely Stunted,Gizi Kurang +Alfarendra ,Ika,16-05-20,Sumbersuko,12.5,87.8,L,44,-3.2737,-1.8307,Severely Stunted,Gizi Baik +Marsya Putri,Umi,28-06-20,Sumbersuko,9.4,83,P,43,-4.0614,-3.8443,Severely Stunted,Gizi Buruk +Anindya,Umrotin,16-07-20,Sumbersuko,8.3,72,P,42,,-4.8668,,Gizi Buruk +M. Candra,Maulidatul,31-07-20,Sumbersuko,14,89,L,42,-2.7368,-0.7433,Stunted,Gizi Baik +M. Farel Abrisam,Ninik,19-10-20,Sumbersuko,9,76,L,39,-5.7297,-4.1627,Severely Stunted,Gizi Buruk +Wahyu Ridwan,Siti Maysaroh,30-10-20,Sumbersuko,12.6,80,L,39,-4.6883,-1.346,Severely Stunted,Gizi Baik +M. Ifan Fahri,Linahariani,3/10/2020,Sumbersuko,8.2,77,L,39,-5.4694,-4.9556,Severely Stunted,Gizi Buruk +M. Nizar Zulfikar,Sulastri,8/1/2020,Sumbersuko,14.4,99,L,48,-1.0318,-1.002,Normal,Gizi Baik +M. Danis,Siti maryam,19-10-20,Sumbersuko,9.4,72.5,L,39,,-3.7944,,Gizi Buruk +Raisa Salena,Reni,3/10/2020,Sumbersuko,11.8,82,P,39,-3.8307,-1.5739,Severely Stunted,Gizi Baik +Clarisa Dwi,Erica,18-10-20,Sumbersuko,11.8,86,P,39,-2.8151,-1.5739,Stunted,Gizi Baik +Safa Sanum,Puput,20-11-20,Sumbersuko,12.5,84.6,P,38,-3.0333,-1.0117,Severely Stunted,Gizi Baik +Anisa,Sri Rahayu,21-11-20,Sumbersuko,11,76,P,38,-5.2406,-2.0537,Severely Stunted,Gizi Kurang +Prabu Saka,Mei,19-11-20,Sumbersuko,10.1,82.5,L,38,-3.9169,-3.1041,Severely Stunted,Gizi Buruk +M. Rasyid,Ainun,2/12/2020,Sumbersuko,8.2,76,L,37,-5.5256,-4.7899,Severely Stunted,Gizi Buruk +M. Abidzar Al Ghif,Murdika,13-03-21,Sumbersuko,10.2,76.5,L,34,-5.0535,-2.6645,Severely Stunted,Gizi Kurang +Alifa Zahra,Safitri,30-03-21,Sumbersuko,9.9,75,P,34,-5.0138,-2.5302,Severely Stunted,Gizi Kurang +Nadhifa Al Maira,Taslimah,30-04-21,Sumbersuko,7.9,68,P,33,,-4.4336,,Gizi Buruk +Aprilia Ramadhan,Yurin,26-04-21,Sumbersuko,7.7,70,P,33,,-4.6717,,Gizi Buruk +Alfino,Ratna,30-03-21,Sumbersuko,7.8,67,L,34,,-4.9605,,Gizi Buruk +Gracelia Alaya,Siti Robiatul,1/6/2021,Sumbersuko,9,73,P,31,-5.1543,-3.0163,Severely Stunted,Gizi Buruk +Aiswa Nala,Sofiyatin,2/6/2021,Sumbersuko,7.9,67,P,31,,-4.1947,,Gizi Buruk +Davin Atharaska,Zakiya,4/6/2021,Sumbersuko,9.8,75,L,31,-5.1063,-2.7134,Severely Stunted,Gizi Kurang +A. Gaza Zahirul,Sita Putri,9/7/2021,Sumbersuko,10.3,75.5,L,30,-4.8258,-2.1818,Severely Stunted,Gizi Kurang +Gavin,Nadia,28-07-21,Sumbersuko,8.7,69,L,30,,-3.6359,,Gizi Buruk +Nada Fara M.,Islamiyah,19-08-21,Sumbersuko,7.3,67,P,29,,-4.6685,,Gizi Buruk +Azkia Kania,Mirna,3/7/2021,Sumbersuko,12,76,P,30,-4.1584,-0.4579,Severely Stunted,Gizi Baik +M. Abhizar Albirru,Novi,11/9/2021,Sumbersuko,8,69,L,28,,-4.1498,,Gizi Buruk +Manda Nur,Istiqomah,20-09-21,Sumbersuko,6.9,64,P,28,,-5.0606,,Gizi Buruk +M. Mujaidi,Mirna,18-10-21,Sumbersuko,6.4,66,L,27,,-5.9923,,Gizi Buruk +M. Abidzar Fatan,Maria Ulfa,18-11-21,Sumbersuko,5.2,57,L,26,,,, +Kadita,Nur Khamida,11/12/2021,Sumbersuko,5.7,56,P,25,,,, +M. Alaikal,Reni,11/12/2021,Sumbersuko,8.8,68.5,L,25,,-2.9605,,Gizi Kurang +M. Maulana Arsya,Dina,17-12-21,Sumbersuko,8.8,70,L,25,-5.7677,-2.9605,Severely Stunted,Gizi Kurang +M. Nizam Faqil,Musrifah,30-01-22,Sumbersuko,7.7,68,L,24,,-4.0054,,Gizi Buruk +Hanan Ramdan,Ristiana,1/5/2022,Sumbersuko,6.2,58.5,L,20,,-5.3764,,Gizi Buruk +M. Rafka Rafardan,Kamila,1/8/2021,Sumbersuko,8.8,72,L,29,-5.7261,-3.4311,Severely Stunted,Gizi Buruk +Azalea Khaliqah,Alif,6/4/2022,Sumbersuko,6.5,61,P,21,,-4.4711,,Gizi Buruk +Sabiyah,Fera,20-08-21,Sumbersuko,7.9,72,P,29,-5.1421,-3.9342,Severely Stunted,Gizi Buruk +Hisan Umar,Alvita,18-11-20,Sumbersuko,12.5,83,L,38,-3.7852,-1.3232,Severely Stunted,Gizi Baik +Clemira Athaya,Intan,21-04-21,Sumbersuko,8.5,72.5,P,33,-5.5615,-3.7642,Severely Stunted,Gizi Buruk +M. Ariya Dafa,Lutfia,10/6/2022,Sumbersuko,5.4,60.5,L,19,,,, +Nafil Khairi,Wahyuni,8/7/2022,Sumbersuko,3.5,48,L,18,,,, +Viona Mega,Herawati,26-01-20,Sumbersuko,14.7,82,P,48,-4.8128,-0.6514,Severely Stunted,Gizi Baik +Zerina Askaira,Yuslinda,10/3/2020,Sumbersuko,15,88,P,46,-3.2011,-0.3381,Severely Stunted,Gizi Baik +Aizaz Djaki,Fatimatul,6/4/2020,Sumbersuko,9.1,79,L,45,-5.5424,-4.5368,Severely Stunted,Gizi Buruk +Kayra Saquena,Yana,7/4/2020,Sumbersuko,11,83,P,45,-4.2795,-2.6778,Severely Stunted,Gizi Kurang +Haikal P.,Sofi,16-04-20,Sumbersuko,11,84,L,45,-4.3172,-2.9572,Severely Stunted,Gizi Kurang +Ghita Aira Arin,Indah,15-06-20,Sumbersuko,10,80,P,43,-4.7919,-3.3117,Severely Stunted,Gizi Buruk +M. Ridika Alfaro,Nanik,7/11/2020,Sumbersuko,10,77.5,L,38,-5.2335,-3.1879,Severely Stunted,Gizi Buruk +M. Azril,Wakida,8/12/2020,Sumbersuko,8.5,77,L,37,-5.2591,-4.4825,Severely Stunted,Gizi Buruk +Pandu,Lamini,13-02-21,Sumbersuko,7.3,73,L,35,,-5.6208,,Gizi Buruk +Pandita,Lamini,13-02-21,Sumbersuko,6.5,68,P,35,,,, +Irvan,Dewi,17-03-21,Sumbersuko,9.1,76,L,34,-5.1919,-3.6366,Severely Stunted,Gizi Buruk +Hanifah,Fajar,30-03-21,Sumbersuko,7.1,75,P,34,-5.0138,-5.5518,Severely Stunted,Gizi Buruk +Aprilia Dwi,Yuli,12/4/2021,Sumbersuko,6.5,68,P,33,,,, +Nur Putri,Ana ,28-09-21,Sumbersuko,4.5,59,P,28,,,, +Lana Mumtaza,Murfadila,8/8/2021,Sumbersuko,6.1,63,L,29,,,, +M. Zafran,Tutik,17-01-24,Sumbersuko,7.2,67,L,3,2.725,1.0472,Normal,Gizi Baik +Fahira Auliyah,Nurul H.,28-01-24,Sumbersuko,5.7,64,P,3,1.9938,-0.2001,Normal,Gizi Baik +M. Rayyanza ,Nufita,31-01-24,Sumbersuko,4.3,55,L,3,-3.1448,-3.247,Severely Stunted,Gizi Buruk +Zidan Putra,Nisa Mufita,13-04-24,Sumbersuko,4.8,54,L,4,-4.7511,-3.2411,Severely Stunted,Gizi Buruk +Chaera Nadheefa,Khafidatul,30-03-24,Sumbersuko,4.4,53,P,3,-3.2317,-2.2387,Severely Stunted,Gizi Kurang +Darel Alyandra,Dian,22-05-24,Sumbersuko,5.6,58,L,4,-2.8288,-1.941,Stunted,Gizi Baik +Gendis Arsyila Warda,Aria Adinis,9/7/2024,Sumbersuko,3.1,50,P,2,-3.4709,-3.7797,Severely Stunted,Gizi Buruk +Arumi Zea Ananda,Maryam,9/2/2024,Sumbersuko,4.2,55,P,3,-2.2816,-2.6028,Stunted,Gizi Kurang +M. Rayan Maliq,Yuliati,28-03-24,Sumbersuko,4.1,55,L,3,-3.1448,-3.6247,Severely Stunted,Gizi Buruk +Nabila Ristina M.,Lailatul M.,19-01-24,Sumbersuko,4.1,53,P,3,-3.2317,-2.7912,Severely Stunted,Gizi Kurang +Fahira Aulia,Nurul,8/1/2024,Sumbersuko,3.9,55,P,3,-2.2816,-3.1815,Stunted,Gizi Buruk +M. Rayyan,Alfiatul,21-02-24,Sumbersuko,5.2,58,L,4,-2.8288,-2.5699,Stunted,Gizi Kurang +Zein Alfariski,Zuni K.,17-02-24,Sumbersuko,6.7,67,L,4,1.4966,-0.3887,Normal,Gizi Baik +Dafina Putri Yumna,Ira,3/4/2024,Sumbersuko,6.4,62,P,4,-0.0415,-0.0298,Normal,Gizi Baik +Azhvan Zayid,Anisafitri,19-06-24,Sumbersuko,6,61,L,4,-1.387,-1.3489,Normal,Gizi Baik +Adiba Khadijah,Indahsari,30-08-24,Sumbersuko,4,54,P,2,-1.5064,-1.8886,Normal,Gizi Baik +M. Arsa Alfariski,Widia,1/10/2024,Sumbersuko,3.1,49,L,1,-2.9408,-2.6219,Stunted,Gizi Kurang diff --git a/stunting_ml/data/references/tab_lhfa_boys_p_0_5.csv b/stunting_ml/data/references/tab_lhfa_boys_p_0_5.csv new file mode 100644 index 0000000..e886a46 --- /dev/null +++ b/stunting_ml/data/references/tab_lhfa_boys_p_0_5.csv @@ -0,0 +1,63 @@ +Month,L,M,S,SD,P01,P1,P3,P5,P10,P15,P25,P50,P75,P85,P90,P95,P97,P99,P999 +0,1,49.8842,0.03795,1.8931,44,45.5,46.3,46.8,47.5,47.9,48.6,49.9,51.2,51.8,52.3,53,53.4,54.3,55.7 +1,1,54.7244,0.03557,1.9465,48.7,50.2,51.1,51.5,52.2,52.7,53.4,54.7,56,56.7,57.2,57.9,58.4,59.3,60.7 +2,1,58.4249,0.03424,2.0005,52.2,53.8,54.7,55.1,55.9,56.4,57.1,58.4,59.8,60.5,61,61.7,62.2,63.1,64.6 +3,1,61.4292,0.03328,2.0444,55.1,56.7,57.6,58.1,58.8,59.3,60.1,61.4,62.8,63.5,64,64.8,65.3,66.2,67.7 +4,1,63.886,0.03257,2.0808,57.5,59,60,60.5,61.2,61.7,62.5,63.9,65.3,66,66.6,67.3,67.8,68.7,70.3 +5,1,65.9026,0.03204,2.1115,59.4,61,61.9,62.4,63.2,63.7,64.5,65.9,67.3,68.1,68.6,69.4,69.9,70.8,72.4 +6,1,67.6236,0.03165,2.1403,61,62.6,63.6,64.1,64.9,65.4,66.2,67.6,69.1,69.8,70.4,71.1,71.6,72.6,74.2 +7,1,69.1645,0.03139,2.1711,62.5,64.1,65.1,65.6,66.4,66.9,67.7,69.2,70.6,71.4,71.9,72.7,73.2,74.2,75.9 +8,1,70.5994,0.03124,2.2055,63.8,65.5,66.5,67,67.8,68.3,69.1,70.6,72.1,72.9,73.4,74.2,74.7,75.7,77.4 +9,1,71.9687,0.03117,2.2433,65,66.8,67.7,68.3,69.1,69.6,70.5,72,73.5,74.3,74.8,75.7,76.2,77.2,78.9 +10,1,73.2812,0.03118,2.2849,66.2,68,69,69.5,70.4,70.9,71.7,73.3,74.8,75.6,76.2,77,77.6,78.6,80.3 +11,1,74.5388,0.03125,2.3293,67.3,69.1,70.2,70.7,71.6,72.1,73,74.5,76.1,77,77.5,78.4,78.9,80,81.7 +12,1,75.7488,0.03137,2.3762,68.4,70.2,71.3,71.8,72.7,73.3,74.1,75.7,77.4,78.2,78.8,79.7,80.2,81.3,83.1 +13,1,76.9186,0.03154,2.426,69.4,71.3,72.4,72.9,73.8,74.4,75.3,76.9,78.6,79.4,80,80.9,81.5,82.6,84.4 +14,1,78.0497,0.03174,2.4773,70.4,72.3,73.4,74,74.9,75.5,76.4,78,79.7,80.6,81.2,82.1,82.7,83.8,85.7 +15,1,79.1458,0.03197,2.5303,71.3,73.3,74.4,75,75.9,76.5,77.4,79.1,80.9,81.8,82.4,83.3,83.9,85,87 +16,1,80.2113,0.03222,2.5844,72.2,74.2,75.4,76,76.9,77.5,78.5,80.2,82,82.9,83.5,84.5,85.1,86.2,88.2 +17,1,81.2487,0.0325,2.6406,73.1,75.1,76.3,76.9,77.9,78.5,79.5,81.2,83,84,84.6,85.6,86.2,87.4,89.4 +18,1,82.2587,0.03279,2.6973,73.9,76,77.2,77.8,78.8,79.5,80.4,82.3,84.1,85.1,85.7,86.7,87.3,88.5,90.6 +19,1,83.2418,0.0331,2.7553,74.7,76.8,78.1,78.7,79.7,80.4,81.4,83.2,85.1,86.1,86.8,87.8,88.4,89.7,91.8 +20,1,84.1996,0.03342,2.814,75.5,77.7,78.9,79.6,80.6,81.3,82.3,84.2,86.1,87.1,87.8,88.8,89.5,90.7,92.9 +21,1,85.1348,0.03376,2.8742,76.3,78.4,79.7,80.4,81.5,82.2,83.2,85.1,87.1,88.1,88.8,89.9,90.5,91.8,94 +22,1,86.0477,0.0341,2.9342,77,79.2,80.5,81.2,82.3,83,84.1,86,88,89.1,89.8,90.9,91.6,92.9,95.1 +23,1,86.941,0.03445,2.9951,77.7,80,81.3,82,83.1,83.8,84.9,86.9,89,90,90.8,91.9,92.6,93.9,96.2 +24,1,87.8161,0.03479,3.0551,78.4,80.7,82.1,82.8,83.9,84.6,85.8,87.8,89.9,91,91.7,92.8,93.6,94.9,97.3 +24,1,87.1161,0.03507,3.0551,77.7,80,81.4,82.1,83.2,83.9,85.1,87.1,89.2,90.3,91,92.1,92.9,94.2,96.6 +25,1,87.972,0.03542,3.116,78.3,80.7,82.1,82.8,84,84.7,85.9,88,90.1,91.2,92,93.1,93.8,95.2,97.6 +26,1,88.8065,0.03576,3.1757,79,81.4,82.8,83.6,84.7,85.5,86.7,88.8,90.9,92.1,92.9,94,94.8,96.2,98.6 +27,1,89.6197,0.0361,3.2353,79.6,82.1,83.5,84.3,85.5,86.3,87.4,89.6,91.8,93,93.8,94.9,95.7,97.1,99.6 +28,1,90.412,0.03642,3.2928,80.2,82.8,84.2,85,86.2,87,88.2,90.4,92.6,93.8,94.6,95.8,96.6,98.1,100.6 +29,1,91.1828,0.03674,3.3501,80.8,83.4,84.9,85.7,86.9,87.7,88.9,91.2,93.4,94.7,95.5,96.7,97.5,99,101.5 +30,1,91.9327,0.03704,3.4052,81.4,84,85.5,86.3,87.6,88.4,89.6,91.9,94.2,95.5,96.3,97.5,98.3,99.9,102.5 +31,1,92.6631,0.03733,3.4591,82,84.6,86.2,87,88.2,89.1,90.3,92.7,95,96.2,97.1,98.4,99.2,100.7,103.4 +32,1,93.3753,0.03761,3.5118,82.5,85.2,86.8,87.6,88.9,89.7,91,93.4,95.7,97,97.9,99.2,100,101.5,104.2 +33,1,94.0711,0.03787,3.5625,83.1,85.8,87.4,88.2,89.5,90.4,91.7,94.1,96.5,97.8,98.6,99.9,100.8,102.4,105.1 +34,1,94.7532,0.03812,3.612,83.6,86.4,88,88.8,90.1,91,92.3,94.8,97.2,98.5,99.4,100.7,101.5,103.2,105.9 +35,1,95.4236,0.03836,3.6604,84.1,86.9,88.5,89.4,90.7,91.6,93,95.4,97.9,99.2,100.1,101.4,102.3,103.9,106.7 +36,1,96.0835,0.03858,3.7069,84.6,87.5,89.1,90,91.3,92.2,93.6,96.1,98.6,99.9,100.8,102.2,103.1,104.7,107.5 +37,1,96.7337,0.03879,3.7523,85.1,88,89.7,90.6,91.9,92.8,94.2,96.7,99.3,100.6,101.5,102.9,103.8,105.5,108.3 +38,1,97.3749,0.039,3.7976,85.6,88.5,90.2,91.1,92.5,93.4,94.8,97.4,99.9,101.3,102.2,103.6,104.5,106.2,109.1 +39,1,98.0073,0.03919,3.8409,86.1,89.1,90.8,91.7,93.1,94,95.4,98,100.6,102,102.9,104.3,105.2,106.9,109.9 +40,1,98.631,0.03937,3.8831,86.6,89.6,91.3,92.2,93.7,94.6,96,98.6,101.3,102.7,103.6,105,105.9,107.7,110.6 +41,1,99.2459,0.03954,3.9242,87.1,90.1,91.9,92.8,94.2,95.2,96.6,99.2,101.9,103.3,104.3,105.7,106.6,108.4,111.4 +42,1,99.8515,0.03971,3.9651,87.6,90.6,92.4,93.3,94.8,95.7,97.2,99.9,102.5,104,104.9,106.4,107.3,109.1,112.1 +43,1,100.4485,0.03986,4.0039,88.1,91.1,92.9,93.9,95.3,96.3,97.7,100.4,103.1,104.6,105.6,107,108,109.8,112.8 +44,1,101.0374,0.04002,4.0435,88.5,91.6,93.4,94.4,95.9,96.8,98.3,101,103.8,105.2,106.2,107.7,108.6,110.4,113.5 +45,1,101.6186,0.04016,4.081,89,92.1,93.9,94.9,96.4,97.4,98.9,101.6,104.4,105.8,106.8,108.3,109.3,111.1,114.2 +46,1,102.1933,0.04031,4.1194,89.5,92.6,94.4,95.4,96.9,97.9,99.4,102.2,105,106.5,107.5,109,109.9,111.8,114.9 +47,1,102.7625,0.04045,4.1567,89.9,93.1,94.9,95.9,97.4,98.5,100,102.8,105.6,107.1,108.1,109.6,110.6,112.4,115.6 +48,1,103.3273,0.04059,4.1941,90.4,93.6,95.4,96.4,98,99,100.5,103.3,106.2,107.7,108.7,110.2,111.2,113.1,116.3 +49,1,103.8886,0.04073,4.2314,90.8,94,95.9,96.9,98.5,99.5,101,103.9,106.7,108.3,109.3,110.8,111.8,113.7,117 +50,1,104.4473,0.04086,4.2677,91.3,94.5,96.4,97.4,99,100,101.6,104.4,107.3,108.9,109.9,111.5,112.5,114.4,117.6 +51,1,105.0041,0.041,4.3052,91.7,95,96.9,97.9,99.5,100.5,102.1,105,107.9,109.5,110.5,112.1,113.1,115,118.3 +52,1,105.5596,0.04113,4.3417,92.1,95.5,97.4,98.4,100,101.1,102.6,105.6,108.5,110.1,111.1,112.7,113.7,115.7,119 +53,1,106.1138,0.04126,4.3783,92.6,95.9,97.9,98.9,100.5,101.6,103.2,106.1,109.1,110.7,111.7,113.3,114.3,116.3,119.6 +54,1,106.6668,0.04139,4.4149,93,96.4,98.4,99.4,101,102.1,103.7,106.7,109.6,111.2,112.3,113.9,115,116.9,120.3 +55,1,107.2188,0.04152,4.4517,93.5,96.9,98.8,99.9,101.5,102.6,104.2,107.2,110.2,111.8,112.9,114.5,115.6,117.6,121 +56,1,107.7697,0.04165,4.4886,93.9,97.3,99.3,100.4,102,103.1,104.7,107.8,110.8,112.4,113.5,115.2,116.2,118.2,121.6 +57,1,108.3198,0.04177,4.5245,94.3,97.8,99.8,100.9,102.5,103.6,105.3,108.3,111.4,113,114.1,115.8,116.8,118.8,122.3 +58,1,108.8689,0.0419,4.5616,94.8,98.3,100.3,101.4,103,104.1,105.8,108.9,111.9,113.6,114.7,116.4,117.4,119.5,123 +59,1,109.417,0.04202,4.5977,95.2,98.7,100.8,101.9,103.5,104.7,106.3,109.4,112.5,114.2,115.3,117,118.1,120.1,123.6 +60,1,109.9638,0.04214,4.6339,95.6,99.2,101.2,102.3,104,105.2,106.8,110,113.1,114.8,115.9,117.6,118.7,120.7,124.3 diff --git a/stunting_ml/data/references/tab_lhfa_girls_p_0_5.csv b/stunting_ml/data/references/tab_lhfa_girls_p_0_5.csv new file mode 100644 index 0000000..dbf9c16 --- /dev/null +++ b/stunting_ml/data/references/tab_lhfa_girls_p_0_5.csv @@ -0,0 +1,63 @@ +Month,L,M,S,SD,P01,P1,P3,P5,P10,P15,P25,P50,P75,P85,P90,P95,P97,P99,P999 +0,1,49.1477,0.0379,1.8627,43.4,44.8,45.6,46.1,46.8,47.2,47.9,49.1,50.4,51.1,51.5,52.2,52.7,53.5,54.9 +1,1,53.6872,0.0364,1.9542,47.6,49.1,50,50.5,51.2,51.7,52.4,53.7,55,55.7,56.2,56.9,57.4,58.2,59.7 +2,1,57.0673,0.03568,2.0362,50.8,52.3,53.2,53.7,54.5,55,55.7,57.1,58.4,59.2,59.7,60.4,60.9,61.8,63.4 +3,1,59.8029,0.0352,2.1051,53.3,54.9,55.8,56.3,57.1,57.6,58.4,59.8,61.2,62,62.5,63.3,63.8,64.7,66.3 +4,1,62.0899,0.03486,2.1645,55.4,57.1,58,58.5,59.3,59.8,60.6,62.1,63.5,64.3,64.9,65.7,66.2,67.1,68.8 +5,1,64.0301,0.03463,2.2174,57.2,58.9,59.9,60.4,61.2,61.7,62.5,64,65.5,66.3,66.9,67.7,68.2,69.2,70.9 +6,1,65.7311,0.03448,2.2664,58.7,60.5,61.5,62,62.8,63.4,64.2,65.7,67.3,68.1,68.6,69.5,70,71,72.7 +7,1,67.2873,0.03441,2.3154,60.1,61.9,62.9,63.5,64.3,64.9,65.7,67.3,68.8,69.7,70.3,71.1,71.6,72.7,74.4 +8,1,68.7498,0.0344,2.365,61.4,63.2,64.3,64.9,65.7,66.3,67.2,68.7,70.3,71.2,71.8,72.6,73.2,74.3,76.1 +9,1,70.1435,0.03444,2.4157,62.7,64.5,65.6,66.2,67,67.6,68.5,70.1,71.8,72.6,73.2,74.1,74.7,75.8,77.6 +10,1,71.4818,0.03452,2.4676,63.9,65.7,66.8,67.4,68.3,68.9,69.8,71.5,73.1,74,74.6,75.5,76.1,77.2,79.1 +11,1,72.771,0.03464,2.5208,65,66.9,68,68.6,69.5,70.2,71.1,72.8,74.5,75.4,76,76.9,77.5,78.6,80.6 +12,1,74.015,0.03479,2.575,66.1,68,69.2,69.8,70.7,71.3,72.3,74,75.8,76.7,77.3,78.3,78.9,80,82 +13,1,75.2176,0.03496,2.6296,67.1,69.1,70.3,70.9,71.8,72.5,73.4,75.2,77,77.9,78.6,79.5,80.2,81.3,83.3 +14,1,76.3817,0.03514,2.6841,68.1,70.1,71.3,72,72.9,73.6,74.6,76.4,78.2,79.2,79.8,80.8,81.4,82.6,84.7 +15,1,77.5099,0.03534,2.7392,69,71.1,72.4,73,74,74.7,75.7,77.5,79.4,80.3,81,82,82.7,83.9,86 +16,1,78.6055,0.03555,2.7944,70,72.1,73.3,74,75,75.7,76.7,78.6,80.5,81.5,82.2,83.2,83.9,85.1,87.2 +17,1,79.671,0.03576,2.849,70.9,73,74.3,75,76,76.7,77.7,79.7,81.6,82.6,83.3,84.4,85,86.3,88.5 +18,1,80.7079,0.03598,2.9039,71.7,74,75.2,75.9,77,77.7,78.7,80.7,82.7,83.7,84.4,85.5,86.2,87.5,89.7 +19,1,81.7182,0.0362,2.9582,72.6,74.8,76.2,76.9,77.9,78.7,79.7,81.7,83.7,84.8,85.5,86.6,87.3,88.6,90.9 +20,1,82.7036,0.03643,3.0129,73.4,75.7,77,77.7,78.8,79.6,80.7,82.7,84.7,85.8,86.6,87.7,88.4,89.7,92 +21,1,83.6654,0.03666,3.0672,74.2,76.5,77.9,78.6,79.7,80.5,81.6,83.7,85.7,86.8,87.6,88.7,89.4,90.8,93.1 +22,1,84.604,0.03688,3.1202,75,77.3,78.7,79.5,80.6,81.4,82.5,84.6,86.7,87.8,88.6,89.7,90.5,91.9,94.2 +23,1,85.5202,0.03711,3.1737,75.7,78.1,79.6,80.3,81.5,82.2,83.4,85.5,87.7,88.8,89.6,90.7,91.5,92.9,95.3 +24,1,86.4153,0.03734,3.2267,76.4,78.9,80.3,81.1,82.3,83.1,84.2,86.4,88.6,89.8,90.6,91.7,92.5,93.9,96.4 +24,1,85.7153,0.03764,3.2267,75.7,78.2,79.6,80.4,81.6,82.4,83.5,85.7,87.9,89.1,89.9,91,91.8,93.2,95.7 +25,1,86.5904,0.03786,3.2783,76.5,79,80.4,81.2,82.4,83.2,84.4,86.6,88.8,90,90.8,92,92.8,94.2,96.7 +26,1,87.4462,0.03808,3.33,77.2,79.7,81.2,82,83.2,84,85.2,87.4,89.7,90.9,91.7,92.9,93.7,95.2,97.7 +27,1,88.283,0.0383,3.3812,77.8,80.4,81.9,82.7,83.9,84.8,86,88.3,90.6,91.8,92.6,93.8,94.6,96.1,98.7 +28,1,89.1004,0.03851,3.4313,78.5,81.1,82.6,83.5,84.7,85.5,86.8,89.1,91.4,92.7,93.5,94.7,95.6,97.1,99.7 +29,1,89.8991,0.03872,3.4809,79.1,81.8,83.4,84.2,85.4,86.3,87.6,89.9,92.2,93.5,94.4,95.6,96.4,98,100.7 +30,1,90.6797,0.03893,3.5302,79.8,82.5,84,84.9,86.2,87,88.3,90.7,93.1,94.3,95.2,96.5,97.3,98.9,101.6 +31,1,91.443,0.03913,3.5782,80.4,83.1,84.7,85.6,86.9,87.7,89,91.4,93.9,95.2,96,97.3,98.2,99.8,102.5 +32,1,92.1906,0.03933,3.6259,81,83.8,85.4,86.2,87.5,88.4,89.7,92.2,94.6,95.9,96.8,98.2,99,100.6,103.4 +33,1,92.9239,0.03952,3.6724,81.6,84.4,86,86.9,88.2,89.1,90.4,92.9,95.4,96.7,97.6,99,99.8,101.5,104.3 +34,1,93.6444,0.03971,3.7186,82.2,85,86.7,87.5,88.9,89.8,91.1,93.6,96.2,97.5,98.4,99.8,100.6,102.3,105.1 +35,1,94.3533,0.03989,3.7638,82.7,85.6,87.3,88.2,89.5,90.5,91.8,94.4,96.9,98.3,99.2,100.5,101.4,103.1,106 +36,1,95.0515,0.04006,3.8078,83.3,86.2,87.9,88.8,90.2,91.1,92.5,95.1,97.6,99,99.9,101.3,102.2,103.9,106.8 +37,1,95.7399,0.04024,3.8526,83.8,86.8,88.5,89.4,90.8,91.7,93.1,95.7,98.3,99.7,100.7,102.1,103,104.7,107.6 +38,1,96.4187,0.04041,3.8963,84.4,87.4,89.1,90,91.4,92.4,93.8,96.4,99,100.5,101.4,102.8,103.7,105.5,108.5 +39,1,97.0885,0.04057,3.9389,84.9,87.9,89.7,90.6,92,93,94.4,97.1,99.7,101.2,102.1,103.6,104.5,106.3,109.3 +40,1,97.7493,0.04073,3.9813,85.4,88.5,90.3,91.2,92.6,93.6,95.1,97.7,100.4,101.9,102.9,104.3,105.2,107,110.1 +41,1,98.4015,0.04089,4.0236,86,89,90.8,91.8,93.2,94.2,95.7,98.4,101.1,102.6,103.6,105,106,107.8,110.8 +42,1,99.0448,0.04105,4.0658,86.5,89.6,91.4,92.4,93.8,94.8,96.3,99,101.8,103.3,104.3,105.7,106.7,108.5,111.6 +43,1,99.6795,0.0412,4.1068,87,90.1,92,92.9,94.4,95.4,96.9,99.7,102.4,103.9,104.9,106.4,107.4,109.2,112.4 +44,1,100.3058,0.04135,4.1476,87.5,90.7,92.5,93.5,95,96,97.5,100.3,103.1,104.6,105.6,107.1,108.1,110,113.1 +45,1,100.9238,0.0415,4.1883,88,91.2,93,94,95.6,96.6,98.1,100.9,103.7,105.3,106.3,107.8,108.8,110.7,113.9 +46,1,101.5337,0.04164,4.2279,88.5,91.7,93.6,94.6,96.1,97.2,98.7,101.5,104.4,105.9,107,108.5,109.5,111.4,114.6 +47,1,102.136,0.04179,4.2683,88.9,92.2,94.1,95.1,96.7,97.7,99.3,102.1,105,106.6,107.6,109.2,110.2,112.1,115.3 +48,1,102.7312,0.04193,4.3075,89.4,92.7,94.6,95.6,97.2,98.3,99.8,102.7,105.6,107.2,108.3,109.8,110.8,112.8,116 +49,1,103.3197,0.04206,4.3456,89.9,93.2,95.1,96.2,97.8,98.8,100.4,103.3,106.3,107.8,108.9,110.5,111.5,113.4,116.7 +50,1,103.9021,0.0422,4.3847,90.4,93.7,95.7,96.7,98.3,99.4,100.9,103.9,106.9,108.4,109.5,111.1,112.1,114.1,117.5 +51,1,104.4786,0.04233,4.4226,90.8,94.2,96.2,97.2,98.8,99.9,101.5,104.5,107.5,109.1,110.1,111.8,112.8,114.8,118.1 +52,1,105.0494,0.04246,4.4604,91.3,94.7,96.7,97.7,99.3,100.4,102,105,108.1,109.7,110.8,112.4,113.4,115.4,118.8 +53,1,105.6148,0.04259,4.4981,91.7,95.2,97.2,98.2,99.9,101,102.6,105.6,108.6,110.3,111.4,113,114.1,116.1,119.5 +54,1,106.1748,0.04272,4.5358,92.2,95.6,97.6,98.7,100.4,101.5,103.1,106.2,109.2,110.9,112,113.6,114.7,116.7,120.2 +55,1,106.7295,0.04285,4.5734,92.6,96.1,98.1,99.2,100.9,102,103.6,106.7,109.8,111.5,112.6,114.3,115.3,117.4,120.9 +56,1,107.2788,0.04298,4.6108,93,96.6,98.6,99.7,101.4,102.5,104.2,107.3,110.4,112.1,113.2,114.9,116,118,121.5 +57,1,107.8227,0.0431,4.6472,93.5,97,99.1,100.2,101.9,103,104.7,107.8,111,112.6,113.8,115.5,116.6,118.6,122.2 +58,1,108.3613,0.04322,4.6834,93.9,97.5,99.6,100.7,102.4,103.5,105.2,108.4,111.5,113.2,114.4,116.1,117.2,119.3,122.8 +59,1,108.8948,0.04334,4.7195,94.3,97.9,100,101.1,102.8,104,105.7,108.9,112.1,113.8,114.9,116.7,117.8,119.9,123.5 +60,1,109.4233,0.04347,4.7566,94.7,98.4,100.5,101.6,103.3,104.5,106.2,109.4,112.6,114.4,115.5,117.2,118.4,120.5,124.1 diff --git a/stunting_ml/data/references/wfa_boys_0-to-5-years_zscores.xlsx b/stunting_ml/data/references/wfa_boys_0-to-5-years_zscores.xlsx new file mode 100644 index 0000000..1044e92 Binary files /dev/null and b/stunting_ml/data/references/wfa_boys_0-to-5-years_zscores.xlsx differ diff --git a/stunting_ml/data/references/wfa_girls_0-to-5-years_zscores.xlsx b/stunting_ml/data/references/wfa_girls_0-to-5-years_zscores.xlsx new file mode 100644 index 0000000..b569d6a Binary files /dev/null and b/stunting_ml/data/references/wfa_girls_0-to-5-years_zscores.xlsx differ diff --git a/stunting_ml/models/best_params.json b/stunting_ml/models/best_params.json new file mode 100644 index 0000000..bef2f89 --- /dev/null +++ b/stunting_ml/models/best_params.json @@ -0,0 +1,7 @@ +{ + "max_depth": null, + "max_features": "sqrt", + "min_samples_leaf": 1, + "min_samples_split": 2, + "n_estimators": 300 +} \ No newline at end of file diff --git a/stunting_ml/models/confusion_matrix.png b/stunting_ml/models/confusion_matrix.png new file mode 100644 index 0000000..e2a365e Binary files /dev/null and b/stunting_ml/models/confusion_matrix.png differ diff --git a/stunting_ml/models/confusion_matrix_tuned.png b/stunting_ml/models/confusion_matrix_tuned.png new file mode 100644 index 0000000..39d466e Binary files /dev/null and b/stunting_ml/models/confusion_matrix_tuned.png differ diff --git a/stunting_ml/models/feature_importance.png b/stunting_ml/models/feature_importance.png new file mode 100644 index 0000000..646aafb Binary files /dev/null and b/stunting_ml/models/feature_importance.png differ diff --git a/stunting_ml/models/label_mapping.json b/stunting_ml/models/label_mapping.json new file mode 100644 index 0000000..cf0ae9a --- /dev/null +++ b/stunting_ml/models/label_mapping.json @@ -0,0 +1 @@ +{"0": "Normal", "1": "Severely Stunted", "2": "Stunted"} \ No newline at end of file diff --git a/stunting_ml/models/random_forest_stunting.pkl b/stunting_ml/models/random_forest_stunting.pkl new file mode 100644 index 0000000..0cff687 Binary files /dev/null and b/stunting_ml/models/random_forest_stunting.pkl differ diff --git a/stunting_ml/src/cekdata.ipynb b/stunting_ml/src/cekdata.ipynb new file mode 100644 index 0000000..c75db6e --- /dev/null +++ b/stunting_ml/src/cekdata.ipynb @@ -0,0 +1,149 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "394d05ff", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "b4f32ae4", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Data awal sebelum preprocessing : 1933 baris\n", + "Data yang dihapus (missing values): 141 baris\n", + "Data valid setelah preprocessing : 1792 baris\n" + ] + } + ], + "source": [ + "# Load dataset\n", + "df_awal = pd.read_csv(\"C:/TUGAS_AKHIR/stunting_ml/data/raw/stunting_final.csv\") # sesuaikan nama file kamu\n", + "\n", + "# Sebelum preprocessing\n", + "jumlah_awal = len(df_awal)\n", + "print(f\"Data awal sebelum preprocessing : {jumlah_awal} baris\")\n", + "\n", + "# Proses hapus missing values\n", + "df_bersih = df_awal.dropna()\n", + "\n", + "# Setelah preprocessing\n", + "jumlah_bersih = len(df_bersih)\n", + "jumlah_dihapus = jumlah_awal - jumlah_bersih\n", + "\n", + "print(f\"Data yang dihapus (missing values): {jumlah_dihapus} baris\")\n", + "print(f\"Data valid setelah preprocessing : {jumlah_bersih} baris\")" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "bfc03f1c", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "=======================================================\n", + "DATA UNDERSTANDING\n", + "=======================================================\n", + "Jumlah data awal : 1933 baris\n", + "Jumlah atribut : 12 kolom\n", + "\n", + "Atribut dataset :\n", + "Nama str\n", + "Nama Ortu str\n", + "Tgl Lahir str\n", + "Alamat str\n", + "Berat float64\n", + "Tinggi float64\n", + "JK str\n", + "Usia_Bulan int64\n", + "ZS TB/U float64\n", + "ZS BB/U float64\n", + "Status Stunting str\n", + "Status Gizi str\n", + "dtype: object\n", + "\n", + "Missing values :\n", + "Nama 0\n", + "Nama Ortu 25\n", + "Tgl Lahir 61\n", + "Alamat 0\n", + "Berat 4\n", + "Tinggi 8\n", + "JK 1\n", + "Usia_Bulan 0\n", + "ZS TB/U 50\n", + "ZS BB/U 20\n", + "Status Stunting 50\n", + "Status Gizi 20\n", + "dtype: int64\n", + "\n", + "Distribusi kelas :\n", + "Status Stunting\n", + "Normal 758\n", + "Stunted 693\n", + "Severely Stunted 432\n", + "Name: count, dtype: int64\n" + ] + } + ], + "source": [ + "import pandas as pd\n", + "\n", + "# DATA UNDERSTANDING\n", + "print(\"=\" * 55)\n", + "print(\"DATA UNDERSTANDING\")\n", + "print(\"=\" * 55)\n", + "\n", + "df_raw = pd.read_csv(\"C:/TUGAS_AKHIR/stunting_ml/data/raw/stunting_final.csv\")\n", + "print(f\"Jumlah data awal : {df_raw.shape[0]} baris\")\n", + "print(f\"Jumlah atribut : {df_raw.shape[1]} kolom\")\n", + "print(f\"\\nAtribut dataset :\")\n", + "print(df_raw.dtypes)\n", + "print(f\"\\nMissing values :\")\n", + "\n", + "# Tambah ini supaya tidak terpotong\n", + "import pandas as pd\n", + "pd.set_option('display.max_rows', None)\n", + "print(df_raw.isnull().sum())\n", + "\n", + "print(f\"\\nDistribusi kelas :\")\n", + "print(df_raw['Status Stunting'].value_counts())" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.5" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/stunting_ml/src/data_preparation.ipynb b/stunting_ml/src/data_preparation.ipynb new file mode 100644 index 0000000..c2b7160 --- /dev/null +++ b/stunting_ml/src/data_preparation.ipynb @@ -0,0 +1,505 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 40, + "id": "8285621d", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "=======================================================\n", + "TAHAP 1: LOAD DATA\n", + "=======================================================\n", + "Data berhasil dimuat: 1933 baris, 12 kolom\n", + " Kolom: ['Nama', 'Nama Ortu', 'Tgl Lahir', 'Alamat', 'Berat', 'Tinggi', 'JK', 'Usia_Bulan', 'ZS TB/U', 'ZS BB/U', 'Status Stunting', 'Status Gizi']\n", + "\n" + ] + } + ], + "source": [ + "import pandas as pd\n", + "import numpy as np\n", + "from sklearn.preprocessing import LabelEncoder\n", + "from sklearn.model_selection import train_test_split\n", + "# TAHAP 1: LOAD DATA\n", + "print(\"=\" * 55)\n", + "print(\"TAHAP 1: LOAD DATA\")\n", + "print(\"=\" * 55)\n", + "\n", + "df = pd.read_csv(\"C:/TUGAS_AKHIR/stunting_ml/data/raw/stunting_final.csv\")\n", + "print(f\"Data berhasil dimuat: {df.shape[0]} baris, {df.shape[1]} kolom\")\n", + "print(f\" Kolom: {df.columns.tolist()}\\n\")" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "id": "fb99d360", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "=======================================================\n", + "TAHAP 2: DROP KOLOM TIDAK DIPERLUKAN\n", + "=======================================================\n", + "Kolom di-drop: ['Nama', 'Nama Ortu', 'Tgl Lahir', 'Alamat']\n", + "Sisa kolom : ['Berat', 'Tinggi', 'JK', 'Usia_Bulan', 'ZS TB/U', 'ZS BB/U', 'Status Stunting', 'Status Gizi']\n", + "\n" + ] + } + ], + "source": [ + "# TAHAP 2: DROP KOLOM TIDAK DIPERLUKAN\n", + "\n", + "print(\"=\" * 55)\n", + "print(\"TAHAP 2: DROP KOLOM TIDAK DIPERLUKAN\")\n", + "print(\"=\" * 55)\n", + "\n", + "drop_cols = ['Nama', 'Nama Ortu', 'Tgl Lahir', 'Alamat']\n", + "existing_drop = [c for c in drop_cols if c in df.columns]\n", + "df.drop(columns=existing_drop, inplace=True)\n", + "print(f\"Kolom di-drop: {existing_drop}\")\n", + "print(f\"Sisa kolom : {df.columns.tolist()}\\n\")" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "id": "e2143fd2", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "=======================================================\n", + "TAHAP 3: RENAME & KONVERSI KOLOM\n", + "=======================================================\n", + "Kolom setelah rename: ['Berat', 'Tinggi', 'JK', 'Usia_Bulan', 'ZS TB/U', 'ZS BB/U', 'Status Stunting', 'Status Gizi']\n", + "Distribusi JK : {'L': 1066, 'P': 866}\n", + "Rentang Usia : 0 – 60 bulan\n", + "\n" + ] + } + ], + "source": [ + "# TAHAP 3: RENAME & KONVERSI KOLOM\n", + "print(\"=\" * 55)\n", + "print(\"TAHAP 3: RENAME & KONVERSI KOLOM\")\n", + "print(\"=\" * 55)\n", + "\n", + "df.rename(columns={\n", + " 'Jenis Kelamin': 'JK',\n", + " 'Berat Badan' : 'Berat',\n", + " 'Tinggi badan' : 'Tinggi',\n", + " 'Usia' : 'Usia_Bulan'\n", + "}, inplace=True)\n", + "\n", + "df['Usia_Bulan'] = pd.to_numeric(df['Usia_Bulan'], errors='coerce')\n", + "df['Berat'] = pd.to_numeric(df['Berat'].astype(str).str.replace(',','.'), errors='coerce')\n", + "df['Tinggi'] = pd.to_numeric(df['Tinggi'].astype(str).str.replace(',','.'), errors='coerce')\n", + "df['JK'] = df['JK'].astype(str).str.strip().str.upper()\n", + "df['JK'] = df['JK'].replace({'LAKI-LAKI':'L','LAKI':'L','PEREMPUAN':'P','NAN':np.nan})\n", + "\n", + "print(f\"Kolom setelah rename: {df.columns.tolist()}\")\n", + "print(f\"Distribusi JK : {df['JK'].value_counts().to_dict()}\")\n", + "print(f\"Rentang Usia : {df['Usia_Bulan'].min()} – {df['Usia_Bulan'].max()} bulan\\n\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e3fb2532", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "=======================================================\n", + "TAHAP 4: FILTER BALITA (USIA ≤ 60 BULAN)\n", + "=======================================================\n", + "Data sebelum filter : 1933 baris\n", + "Data setelah filter : 1933 baris\n", + " Dibuang : 0 baris\n", + "\n" + ] + } + ], + "source": [ + "# TAHAP 4: FILTER BALITA (USIA ≤ 60 BULAN)\n", + "print(\"=\" * 55)\n", + "print(\"TAHAP 4: FILTER BALITA (USIA ≤ 60 BULAN)\")\n", + "print(\"=\" * 55)\n", + "\n", + "sebelum = len(df)\n", + "df = df[df['Usia_Bulan'] <= 60].copy()\n", + "sesudah = len(df)\n", + "print(f\"Data sebelum filter : {sebelum} baris\")\n", + "print(f\"Data setelah filter : {sesudah} baris\")\n", + "print(f\" Dibuang : {sebelum - sesudah} baris\\n\")" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "id": "16927bd2", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "=======================================================\n", + "TAHAP 5: CEK STATUS STUNTING\n", + "=======================================================\n", + "Distribusi Status Stunting:\n", + " Normal : 758 (40.3%)\n", + " Stunted : 693 (36.8%)\n", + " Severely Stunted : 432 (22.9%)\n", + "\n" + ] + } + ], + "source": [ + "# TAHAP 5: CEK STATUS STUNTING\n", + "print(\"=\" * 55)\n", + "print(\"TAHAP 5: CEK STATUS STUNTING\")\n", + "print(\"=\" * 55)\n", + "\n", + "print(\"Distribusi Status Stunting:\")\n", + "total = df['Status Stunting'].notna().sum()\n", + "for label, count in df['Status Stunting'].value_counts().items():\n", + " print(f\" {label:<20}: {count:>4} ({count/total*100:.1f}%)\")\n", + "print()" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "id": "21079aef", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "=======================================================\n", + "TAHAP 6: TANGANI MISSING VALUES\n", + "=======================================================\n", + "Missing values sebelum:\n", + "Berat 4\n", + "Tinggi 8\n", + "JK 1\n", + "ZS TB/U 50\n", + "ZS BB/U 20\n", + "Status Stunting 50\n", + "Status Gizi 20\n", + "\n", + "Baris dibuang: 54\n", + "Sisa data : 1879 baris\n", + "\n", + "Missing values setelah:\n", + "ZS BB/U 2\n", + "Status Gizi 2\n", + "\n" + ] + } + ], + "source": [ + "# TAHAP 6: TANGANI MISSING VALUES\n", + "print(\"=\" * 55)\n", + "print(\"TAHAP 6: TANGANI MISSING VALUES\")\n", + "print(\"=\" * 55)\n", + "\n", + "print(\"Missing values sebelum:\")\n", + "mv = df.isnull().sum()\n", + "print(mv[mv > 0].to_string() if mv[mv > 0].any() else \"Tidak ada missing values\")\n", + "print()\n", + "\n", + "sebelum = len(df)\n", + "df.dropna(subset=['Status Stunting', 'ZS TB/U', 'Berat', 'Tinggi', 'JK'], inplace=True)\n", + "sesudah = len(df)\n", + "print(f\"Baris dibuang: {sebelum - sesudah}\")\n", + "print(f\"Sisa data : {sesudah} baris\")\n", + "\n", + "print(f\"\\nMissing values setelah:\")\n", + "mv = df.isnull().sum()\n", + "print(mv[mv > 0].to_string() if mv[mv > 0].any() else \"Tidak ada missing values\")\n", + "print()\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8f0ed736", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "=======================================================\n", + "TAHAP 7: ENCODING VARIABEL KATEGORIKAL\n", + "=======================================================\n", + "JK encoded: L=0, P=1\n", + "Status Stunting: {'Normal': np.int64(0), 'Severely Stunted': np.int64(1), 'Stunted': np.int64(2)}\n", + "\n" + ] + } + ], + "source": [ + "# TAHAP 7: ENCODING VARIABEL KATEGORIKAL\n", + "print(\"=\" * 55)\n", + "print(\"TAHAP 7: ENCODING VARIABEL KATEGORIKAL\")\n", + "print(\"=\" * 55)\n", + "\n", + "df['JK_encoded'] = df['JK'].map({'L': 0, 'P': 1})\n", + "print(\"JK encoded: L=0, P=1\")\n", + "\n", + "le_stunting = LabelEncoder()\n", + "df['Status_Stunting_encoded'] = le_stunting.fit_transform(df['Status Stunting'])\n", + "print(f\"Status Stunting: {dict(zip(le_stunting.classes_, le_stunting.transform(le_stunting.classes_)))}\\n\")" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "id": "fefd8bd8", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "=======================================================\n", + "TAHAP 8: SUSUN FITUR & TARGET\n", + "=======================================================\n", + "Shape X : (1879, 5)\n", + "Fitur : ['JK', 'Usia_Bulan', 'Berat', 'Tinggi', 'ZS_TBU']\n", + "Target : Status Stunting\n", + "Kelas : ['Normal', 'Severely Stunted', 'Stunted']\n", + "\n" + ] + } + ], + "source": [ + "# TAHAP 8: SUSUN FITUR & TARGET\n", + "print(\"=\" * 55)\n", + "print(\"TAHAP 8: SUSUN FITUR & TARGET\")\n", + "print(\"=\" * 55)\n", + "\n", + "feature_cols = ['JK_encoded', 'Usia_Bulan', 'Berat', 'Tinggi', 'ZS TB/U']\n", + "X = df[feature_cols].copy()\n", + "X.columns = ['JK', 'Usia_Bulan', 'Berat', 'Tinggi', 'ZS_TBU']\n", + "y = df['Status_Stunting_encoded'].copy()\n", + "\n", + "print(f\"Shape X : {X.shape}\")\n", + "print(f\"Fitur : {X.columns.tolist()}\")\n", + "print(f\"Target : Status Stunting\")\n", + "print(f\"Kelas : {le_stunting.classes_.tolist()}\\n\")" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "id": "45c24404", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "=======================================================\n", + "TAHAP 9: CEK CLASS BALANCE\n", + "=======================================================\n", + " Normal : 757 (40.3%) ████████████\n", + " Stunted : 691 (36.8%) ███████████\n", + " Severely Stunted : 431 (22.9%) ██████\n", + "\n" + ] + } + ], + "source": [ + "# TAHAP 9: CEK CLASS BALANCE\n", + "print(\"=\" * 55)\n", + "print(\"TAHAP 9: CEK CLASS BALANCE\")\n", + "print(\"=\" * 55)\n", + "\n", + "for label, count in df['Status Stunting'].value_counts().items():\n", + " rasio = '█' * int(count / len(df) * 30)\n", + " print(f\" {label:<20}: {count:>4} ({count/len(df)*100:.1f}%) {rasio}\")\n", + "print()" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "id": "577601af", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "=======================================================\n", + "TAHAP 10: SPLIT TRAIN & TEST (80:20 Stratified)\n", + "=======================================================\n", + "Train : 1503 baris\n", + "Test : 376 baris\n", + "\n" + ] + } + ], + "source": [ + "# TAHAP 10: SPLIT TRAIN & TEST (80:20 Stratified)\n", + "print(\"=\" * 55)\n", + "print(\"TAHAP 10: SPLIT TRAIN & TEST (80:20 Stratified)\")\n", + "print(\"=\" * 55)\n", + "\n", + "X_train, X_test, y_train, y_test = train_test_split(\n", + " X, y, test_size=0.2, random_state=42, stratify=y\n", + ")\n", + "\n", + "print(f\"Train : {X_train.shape[0]} baris\")\n", + "print(f\"Test : {X_test.shape[0]} baris\\n\")" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "id": "210d6f53", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "=======================================================\n", + "TAHAP 11: SIMPAN FILE\n", + "=======================================================\n", + "File tersimpan:\n", + " 📄 dataset_clean.csv\n", + " 📄 X_train.csv | X_test.csv\n", + " 📄 y_train.csv | y_test.csv\n", + "\n", + "Mapping label : {0: 'Normal', 1: 'Severely Stunted', 2: 'Stunted'}\n", + "\n", + "=======================================================\n", + "DATA PREPARATION SELESAI — siap training!\n", + "=======================================================\n" + ] + } + ], + "source": [ + "# TAHAP 11: SIMPAN FILE\n", + "print(\"=\" * 55)\n", + "print(\"TAHAP 11: SIMPAN FILE\")\n", + "print(\"=\" * 55)\n", + "\n", + "df_clean = df[feature_cols + ['Status Stunting']].copy()\n", + "df_clean.columns = ['JK', 'Usia_Bulan', 'Berat', 'Tinggi', 'ZS_TBU', 'Status_Stunting']\n", + "\n", + "df_clean.to_csv(\"C:/TUGAS_AKHIR/stunting_ml/data/processed/dataset_clean.csv\", index=False)\n", + "X_train.to_csv(\"C:/TUGAS_AKHIR/stunting_ml/data/processed/X_train.csv\", index=False)\n", + "X_test.to_csv(\"C:/TUGAS_AKHIR/stunting_ml/data/processed/X_test.csv\", index=False)\n", + "y_train.to_csv(\"C:/TUGAS_AKHIR/stunting_ml/data/processed/y_train.csv\", index=False, header=True)\n", + "y_test.to_csv(\"C:/TUGAS_AKHIR/stunting_ml/data/processed/y_test.csv\", index=False, header=True)\n", + "\n", + "print(\"File tersimpan:\")\n", + "print(\" 📄 dataset_clean.csv\")\n", + "print(\" 📄 X_train.csv | X_test.csv\")\n", + "print(\" 📄 y_train.csv | y_test.csv\")\n", + "\n", + "mapping = dict(enumerate(le_stunting.classes_))\n", + "print(f\"\\nMapping label : {mapping}\")\n", + "print(\"\\n\" + \"=\" * 55)\n", + "print(\"DATA PREPARATION SELESAI — siap training!\")\n", + "print(\"=\" * 55)" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "id": "c4caf0c1", + "metadata": {}, + "outputs": [], + "source": [ + "# Hitung ulang ringkasan dari df yang sudah ada\n", + "jumlah_awal = len(pd.read_csv(\"C:/TUGAS_AKHIR/stunting_ml/data/raw/stunting_final.csv\"))\n", + "jumlah_setelah_filter = len(df) + df['Status Stunting'].isna().sum()" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "id": "1587a64f", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "=======================================================\n", + "DATA PREPARATION SELESAI\n", + "=======================================================\n", + " Data awal : 1933 baris\n", + " Dibuang (usia > 60) : 54 baris\n", + " Dibuang (missing/null) : 0 baris\n", + " Data final : 1879 baris\n", + " Jumlah fitur : 5\n", + " Fitur : ['JK', 'Usia_Bulan', 'Berat', 'Tinggi', 'ZS_TBU']\n", + " Target model : Status Stunting\n", + " Kelas : ['Normal', 'Severely Stunted', 'Stunted']\n", + " Data train : 1503 baris\n", + " Data test : 376 baris\n", + "=======================================================\n" + ] + } + ], + "source": [ + "# RINGKASAN AKHIR DATA PREPARATION\n", + "print(\"=\" * 55)\n", + "print(\"DATA PREPARATION SELESAI\")\n", + "print(\"=\" * 55)\n", + "print(f\" Data awal : {jumlah_awal} baris\")\n", + "print(f\" Dibuang (usia > 60) : {jumlah_awal - jumlah_setelah_filter} baris\")\n", + "print(f\" Dibuang (missing/null) : {jumlah_setelah_filter - len(df)} baris\")\n", + "print(f\" Data final : {len(df)} baris\")\n", + "print(f\" Jumlah fitur : {len(feature_cols)}\")\n", + "print(f\" Fitur : {list(X_train.columns)}\")\n", + "print(f\" Target model : Status Stunting\")\n", + "print(f\" Kelas : {le_stunting.classes_.tolist()}\")\n", + "print(f\" Data train : {X_train.shape[0]} baris\")\n", + "print(f\" Data test : {X_test.shape[0]} baris\")\n", + "print(\"=\" * 55)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.5" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/stunting_ml/src/model_evaluation.ipynb b/stunting_ml/src/model_evaluation.ipynb new file mode 100644 index 0000000..3edbb0a --- /dev/null +++ b/stunting_ml/src/model_evaluation.ipynb @@ -0,0 +1,316 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 7, + "id": "a852982a", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Data siap: X_train (1503, 4) | X_test (376, 4)\n", + "Fitur: ['JK', 'Usia_Bulan', 'Berat', 'Tinggi']\n" + ] + } + ], + "source": [ + "import pandas as pd\n", + "import numpy as np\n", + "import joblib\n", + "import json\n", + "import matplotlib.pyplot as plt\n", + "from sklearn.ensemble import RandomForestClassifier\n", + "from sklearn.metrics import accuracy_score, classification_report\n", + "from sklearn.model_selection import GridSearchCV, cross_val_score\n", + "\n", + "# Load data\n", + "X_train = pd.read_csv(\"C:/TUGAS_AKHIR/stunting_ml/data/processed/X_train.csv\")\n", + "X_test = pd.read_csv(\"C:/TUGAS_AKHIR/stunting_ml/data/processed/X_test.csv\")\n", + "y_train = pd.read_csv(\"C:/TUGAS_AKHIR/stunting_ml/data/processed/y_train.csv\").squeeze()\n", + "y_test = pd.read_csv(\"C:/TUGAS_AKHIR/stunting_ml/data/processed/y_test.csv\").squeeze()\n", + "\n", + "X_train = X_train.drop(columns=['ZS_TBU'], errors='ignore')\n", + "X_test = X_test.drop(columns=['ZS_TBU'], errors='ignore')\n", + "\n", + "mapping = {0: 'Normal', 1: 'Severely Stunted', 2: 'Stunted'}\n", + "\n", + "print(f\"Data siap: X_train {X_train.shape} | X_test {X_test.shape}\")\n", + "print(f\"Fitur: {X_train.columns.tolist()}\")" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "0554582a", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Fitting 5 folds for each of 216 candidates, totalling 1080 fits\n", + "Parameter terbaik : {'max_depth': None, 'max_features': 'sqrt', 'min_samples_leaf': 1, 'min_samples_split': 2, 'n_estimators': 300}\n", + "Accuracy terbaik : 89.89%\n", + "Accuracy test : 90.69%\n" + ] + } + ], + "source": [ + "from sklearn.model_selection import GridSearchCV, StratifiedKFold\n", + "\n", + "param_grid = {\n", + " 'n_estimators' : [100, 200, 300],\n", + " 'max_depth' : [None, 10, 20, 30],\n", + " 'min_samples_split' : [2, 5, 10],\n", + " 'min_samples_leaf' : [1, 2, 4],\n", + " 'max_features' : ['sqrt', 'log2']\n", + "}\n", + "\n", + "skf = StratifiedKFold(n_splits=5, shuffle=True, random_state=42)\n", + "\n", + "grid_search = GridSearchCV(\n", + " estimator = RandomForestClassifier(random_state=42, class_weight='balanced'),\n", + " param_grid = param_grid,\n", + " cv = skf,\n", + " scoring = 'accuracy',\n", + " n_jobs = -1,\n", + " verbose = 2\n", + ")\n", + "\n", + "grid_search.fit(X_train, y_train)\n", + "\n", + "print(f\"Parameter terbaik : {grid_search.best_params_}\")\n", + "print(f\"Accuracy terbaik : {grid_search.best_score_*100:.2f}%\")\n", + "\n", + "# Gunakan model terbaik\n", + "model_best = grid_search.best_estimator_\n", + "y_pred_best = model_best.predict(X_test)\n", + "print(f\"Accuracy test : {accuracy_score(y_test, y_pred_best)*100:.2f}%\")" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "b40c577c", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "=======================================================\n", + "CROSS VALIDATION - MODEL TERBAIK\n", + "=======================================================\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Accuracy per fold :\n", + " Fold 1 : 91.39%\n", + " Fold 2 : 90.07%\n", + " Fold 3 : 92.72%\n", + " Fold 4 : 90.00%\n", + " Fold 5 : 88.00%\n", + " Fold 6 : 92.00%\n", + " Fold 7 : 89.33%\n", + " Fold 8 : 88.00%\n", + " Fold 9 : 87.33%\n", + " Fold 10 : 89.33%\n", + "\n", + " Rata-rata accuracy : 89.82%\n", + " Std deviasi : 1.70%\n", + " Accuracy minimum : 87.33%\n", + " Accuracy maksimum : 92.72%\n" + ] + } + ], + "source": [ + "# CROSS VALIDATION - Model Terbaik\n", + "from sklearn.model_selection import StratifiedKFold, cross_val_score\n", + "\n", + "print(\"=\" * 55)\n", + "print(\"CROSS VALIDATION - MODEL TERBAIK\")\n", + "print(\"=\" * 55)\n", + "\n", + "skf10 = StratifiedKFold(n_splits=10, shuffle=True, random_state=42)\n", + "\n", + "scores = cross_val_score(\n", + " model_best, X_train, y_train,\n", + " cv=skf10, scoring='accuracy', n_jobs=-1\n", + ")\n", + "\n", + "print(f\"Accuracy per fold :\")\n", + "for i, s in enumerate(scores, 1):\n", + " print(f\" Fold {i:>2} : {s*100:.2f}%\")\n", + "\n", + "print(f\"\\n Rata-rata accuracy : {scores.mean()*100:.2f}%\")\n", + "print(f\" Std deviasi : {scores.std()*100:.2f}%\")\n", + "print(f\" Accuracy minimum : {scores.min()*100:.2f}%\")\n", + "print(f\" Accuracy maksimum : {scores.max()*100:.2f}%\")" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "db2902b0", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "=======================================================\n", + "FASE 4: EVALUASI MODEL TERBAIK\n", + "=======================================================\n", + "Accuracy model awal : 89.89%\n", + "Accuracy model tuned: 90.69%\n", + "Peningkatan : 0.80%\n", + "\n", + "Classification Report:\n", + " precision recall f1-score support\n", + "\n", + " Normal 0.99 0.93 0.96 152\n", + "Severely Stunted 0.89 0.85 0.87 86\n", + " Stunted 0.84 0.92 0.88 138\n", + "\n", + " accuracy 0.91 376\n", + " macro avg 0.91 0.90 0.90 376\n", + " weighted avg 0.91 0.91 0.91 376\n", + "\n" + ] + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# FASE 4: EVALUASI MODEL TERBAIK\n", + "print(\"=\" * 55)\n", + "print(\"FASE 4: EVALUASI MODEL TERBAIK\")\n", + "print(\"=\" * 55)\n", + "\n", + "from sklearn.metrics import confusion_matrix, ConfusionMatrixDisplay\n", + "\n", + "y_pred_best = model_best.predict(X_test)\n", + "acc_best = accuracy_score(y_test, y_pred_best)\n", + "\n", + "print(f\"Accuracy model awal : 89.89%\")\n", + "print(f\"Accuracy model tuned: {acc_best*100:.2f}%\")\n", + "print(f\"Peningkatan : {(acc_best - 0.8989)*100:.2f}%\\n\")\n", + "print(\"Classification Report:\")\n", + "print(classification_report(\n", + " y_test, y_pred_best,\n", + " target_names=[mapping[i] for i in sorted(mapping.keys())]\n", + "))\n", + "\n", + "# Confusion Matrix\n", + "cm = confusion_matrix(y_test, y_pred_best)\n", + "labels = [mapping[i] for i in sorted(mapping.keys())]\n", + "\n", + "fig, ax = plt.subplots(figsize=(8, 6))\n", + "disp = ConfusionMatrixDisplay(confusion_matrix=cm, display_labels=labels)\n", + "disp.plot(ax=ax, colorbar=False, cmap='Blues')\n", + "ax.set_title('Confusion Matrix - Model Terbaik', fontsize=14, fontweight='bold')\n", + "plt.xticks(rotation=15)\n", + "plt.tight_layout()\n", + "plt.savefig(\"C:/TUGAS_AKHIR/stunting_ml/models/confusion_matrix_tuned.png\", dpi=150)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "46eb70d1", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "=======================================================\n", + "FASE 5: SIMPAN MODEL TERBAIK\n", + "=======================================================\n", + "Model tersimpan: models/random_forest_stunting.pkl\n", + "Parameter terbaik tersimpan: models/best_params.json\n", + "\n", + "=======================================================\n", + "EVALUASI & TUNING SELESAI\n", + "=======================================================\n" + ] + } + ], + "source": [ + "# FASE 5: SIMPAN MODEL TERBAIK\n", + "print(\"=\" * 55)\n", + "print(\"FASE 5: SIMPAN MODEL TERBAIK\")\n", + "print(\"=\" * 55)\n", + "\n", + "joblib.dump(model_best, \"C:/TUGAS_AKHIR/stunting_ml/models/random_forest_stunting.pkl\")\n", + "print(\"Model tersimpan: models/random_forest_stunting.pkl\")\n", + "\n", + "with open(\"C:/TUGAS_AKHIR/stunting_ml/models/best_params.json\", \"w\") as f:\n", + " json.dump(grid_search.best_params_, f, indent=4)\n", + "print(\"Parameter terbaik tersimpan: models/best_params.json\")\n", + "\n", + "print(\"\\n\" + \"=\" * 55)\n", + "print(\"EVALUASI & TUNING SELESAI\")\n", + "print(\"=\" * 55)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "68409bff", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "sklearn versi: 1.8.0\n", + "numpy versi : 2.4.4\n" + ] + } + ], + "source": [ + "# Cek versi yang dipakai saat training\n", + "import sklearn\n", + "import numpy\n", + "print(f\"sklearn versi: {sklearn.__version__}\")\n", + "print(f\"numpy versi : {numpy.__version__}\")" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.5" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/stunting_ml/src/model_training.ipynb b/stunting_ml/src/model_training.ipynb new file mode 100644 index 0000000..051fede --- /dev/null +++ b/stunting_ml/src/model_training.ipynb @@ -0,0 +1,373 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "2c24a666", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Requirement already satisfied: matplotlib in c:\\users\\cahya\\appdata\\local\\programs\\python\\python312\\lib\\site-packages (3.10.8)\n", + "Requirement already satisfied: seaborn in c:\\users\\cahya\\appdata\\local\\programs\\python\\python312\\lib\\site-packages (0.13.2)\n", + "Requirement already satisfied: scikit-learn in c:\\users\\cahya\\appdata\\local\\programs\\python\\python312\\lib\\site-packages (1.8.0)\n", + "Requirement already satisfied: joblib in c:\\users\\cahya\\appdata\\local\\programs\\python\\python312\\lib\\site-packages (1.5.3)\n", + "Requirement already satisfied: contourpy>=1.0.1 in c:\\users\\cahya\\appdata\\local\\programs\\python\\python312\\lib\\site-packages (from matplotlib) (1.3.3)\n", + "Requirement already satisfied: cycler>=0.10 in c:\\users\\cahya\\appdata\\local\\programs\\python\\python312\\lib\\site-packages (from matplotlib) (0.12.1)\n", + "Requirement already satisfied: fonttools>=4.22.0 in c:\\users\\cahya\\appdata\\local\\programs\\python\\python312\\lib\\site-packages (from matplotlib) (4.62.1)\n", + "Requirement already satisfied: kiwisolver>=1.3.1 in c:\\users\\cahya\\appdata\\local\\programs\\python\\python312\\lib\\site-packages (from matplotlib) (1.5.0)\n", + "Requirement already satisfied: numpy>=1.23 in c:\\users\\cahya\\appdata\\local\\programs\\python\\python312\\lib\\site-packages (from matplotlib) (2.4.4)\n", + "Requirement already satisfied: packaging>=20.0 in c:\\users\\cahya\\appdata\\roaming\\python\\python312\\site-packages (from matplotlib) (26.0)\n", + "Requirement already satisfied: pillow>=8 in c:\\users\\cahya\\appdata\\local\\programs\\python\\python312\\lib\\site-packages (from matplotlib) (12.2.0)\n", + "Requirement already satisfied: pyparsing>=3 in c:\\users\\cahya\\appdata\\local\\programs\\python\\python312\\lib\\site-packages (from matplotlib) (3.3.2)\n", + "Requirement already satisfied: python-dateutil>=2.7 in c:\\users\\cahya\\appdata\\local\\programs\\python\\python312\\lib\\site-packages (from matplotlib) (2.9.0.post0)\n", + "Requirement already satisfied: pandas>=1.2 in c:\\users\\cahya\\appdata\\local\\programs\\python\\python312\\lib\\site-packages (from seaborn) (3.0.2)\n", + "Requirement already satisfied: scipy>=1.10.0 in c:\\users\\cahya\\appdata\\local\\programs\\python\\python312\\lib\\site-packages (from scikit-learn) (1.17.1)\n", + "Requirement already satisfied: threadpoolctl>=3.2.0 in c:\\users\\cahya\\appdata\\local\\programs\\python\\python312\\lib\\site-packages (from scikit-learn) (3.6.0)\n", + "Requirement already satisfied: tzdata in c:\\users\\cahya\\appdata\\local\\programs\\python\\python312\\lib\\site-packages (from pandas>=1.2->seaborn) (2026.1)\n", + "Requirement already satisfied: six>=1.5 in c:\\users\\cahya\\appdata\\local\\programs\\python\\python312\\lib\\site-packages (from python-dateutil>=2.7->matplotlib) (1.17.0)\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\n", + "[notice] A new release of pip is available: 24.2 -> 26.0.1\n", + "[notice] To update, run: python.exe -m pip install --upgrade pip\n" + ] + } + ], + "source": [ + "import sys\n", + "!{sys.executable} -m pip install matplotlib seaborn scikit-learn joblib" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "3032e04f", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import numpy as np\n", + "import joblib\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "from sklearn.ensemble import RandomForestClassifier\n", + "from sklearn.metrics import (accuracy_score, classification_report,\n", + " confusion_matrix, ConfusionMatrixDisplay)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "410ef504", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "=======================================================\n", + "TAHAP 1: LOAD DATA\n", + "=======================================================\n", + "X_train : (1503, 4)\n", + "X_test : (376, 4)\n", + "Fitur : ['JK', 'Usia_Bulan', 'Berat', 'Tinggi']\n", + "Kelas : [np.int64(0), np.int64(1), np.int64(2)]\n", + "\n" + ] + } + ], + "source": [ + "# TAHAP 1: LOAD DATA\n", + "print(\"=\" * 55)\n", + "print(\"TAHAP 1: LOAD DATA\")\n", + "print(\"=\" * 55)\n", + "\n", + "X_train = pd.read_csv(\"C:/TUGAS_AKHIR/stunting_ml/data/processed/X_train.csv\")\n", + "X_test = pd.read_csv(\"C:/TUGAS_AKHIR/stunting_ml/data/processed/X_test.csv\")\n", + "y_train = pd.read_csv(\"C:/TUGAS_AKHIR/stunting_ml/data/processed/y_train.csv\").squeeze()\n", + "y_test = pd.read_csv(\"C:/TUGAS_AKHIR/stunting_ml/data/processed/y_test.csv\").squeeze()\n", + "\n", + "# Hapus kolom ZS_TBU dari fitur\n", + "X_train = X_train.drop(columns=['ZS_TBU'], errors='ignore')\n", + "X_test = X_test.drop(columns=['ZS_TBU'], errors='ignore')\n", + "\n", + "print(f\"X_train : {X_train.shape}\")\n", + "print(f\"X_test : {X_test.shape}\")\n", + "print(f\"Fitur : {X_train.columns.tolist()}\")\n", + "print(f\"Kelas : {sorted(y_train.unique())}\\n\")" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "8a6e097a", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "=======================================================\n", + "TAHAP 2: TRAINING MODEL RANDOM FOREST\n", + "=======================================================\n", + "Model berhasil dilatih!\n", + "Jumlah pohon : 100\n", + "Fitur : ['JK', 'Usia_Bulan', 'Berat', 'Tinggi']\n", + "\n" + ] + } + ], + "source": [ + "# TAHAP 2: TRAINING MODEL RANDOM FOREST\n", + "print(\"=\" * 55)\n", + "print(\"TAHAP 2: TRAINING MODEL RANDOM FOREST\")\n", + "print(\"=\" * 55)\n", + "\n", + "model = RandomForestClassifier(\n", + " n_estimators = 100,\n", + " max_depth = None,\n", + " random_state = 42,\n", + " class_weight = 'balanced'\n", + ")\n", + "\n", + "model.fit(X_train, y_train)\n", + "print(\"Model berhasil dilatih!\")\n", + "print(f\"Jumlah pohon : {model.n_estimators}\")\n", + "print(f\"Fitur : {X_train.columns.tolist()}\\n\")" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "208229a3", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "=======================================================\n", + "TAHAP 3: Melihat Akurasi model\n", + "=======================================================\n", + "Accuracy : 89.89%\n", + "\n", + "Classification Report:\n", + " precision recall f1-score support\n", + "\n", + " Normal 0.98 0.91 0.95 152\n", + "Severely Stunted 0.89 0.85 0.87 86\n", + " Stunted 0.83 0.91 0.87 138\n", + "\n", + " accuracy 0.90 376\n", + " macro avg 0.90 0.89 0.89 376\n", + " weighted avg 0.90 0.90 0.90 376\n", + "\n" + ] + } + ], + "source": [ + "# TAHAP 3: Melihat Akurasi Model\n", + "print(\"=\" * 55)\n", + "print(\"TAHAP 3: Melihat Akurasi model\")\n", + "print(\"=\" * 55)\n", + "\n", + "mapping = {0: 'Normal', 1: 'Severely Stunted', 2: 'Stunted'}\n", + "\n", + "y_pred = model.predict(X_test)\n", + "acc = accuracy_score(y_test, y_pred)\n", + "\n", + "print(f\"Accuracy : {acc*100:.2f}%\\n\")\n", + "print(\"Classification Report:\")\n", + "print(classification_report(\n", + " y_test, y_pred,\n", + " target_names=[mapping[i] for i in sorted(mapping.keys())]\n", + "))" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "e83f1087", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "=======================================================\n", + "TAHAP 4: CONFUSION MATRIX\n", + "=======================================================\n" + ] + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Confusion matrix tersimpan\n", + "\n" + ] + } + ], + "source": [ + "# TAHAP 4: CONFUSION MATRIX\n", + "print(\"=\" * 55)\n", + "print(\"TAHAP 4: CONFUSION MATRIX\")\n", + "print(\"=\" * 55)\n", + "\n", + "cm = confusion_matrix(y_test, y_pred)\n", + "labels = [mapping[i] for i in sorted(mapping.keys())]\n", + "\n", + "fig, ax = plt.subplots(figsize=(8, 6))\n", + "disp = ConfusionMatrixDisplay(confusion_matrix=cm, display_labels=labels)\n", + "disp.plot(ax=ax, colorbar=False, cmap='Blues')\n", + "ax.set_title('Confusion Matrix - Random Forest', fontsize=14, fontweight='bold')\n", + "plt.xticks(rotation=15)\n", + "plt.tight_layout()\n", + "plt.savefig(\"C:/TUGAS_AKHIR/stunting_ml/models/confusion_matrix.png\", dpi=150)\n", + "plt.show()\n", + "print(\"Confusion matrix tersimpan\\n\")" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "44205639", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "=======================================================\n", + "TAHAP 5: FEATURE IMPORTANCE\n", + "=======================================================\n" + ] + }, + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Feature importance:\n", + " Tinggi : 0.4211\n", + " Usia_Bulan : 0.3645\n", + " Berat : 0.1792\n", + " JK : 0.0352\n", + "\n" + ] + } + ], + "source": [ + "# TAHAP 5: FEATURE IMPORTANCE\n", + "print(\"=\" * 55)\n", + "print(\"TAHAP 5: FEATURE IMPORTANCE\")\n", + "print(\"=\" * 55)\n", + "\n", + "importances = pd.Series(model.feature_importances_, index=X_train.columns)\n", + "importances = importances.sort_values(ascending=True)\n", + "\n", + "fig, ax = plt.subplots(figsize=(8, 5))\n", + "importances.plot(kind='barh', ax=ax, color='steelblue')\n", + "ax.set_title('Feature Importance - Random Forest', fontsize=14, fontweight='bold')\n", + "ax.set_xlabel('Importance Score')\n", + "plt.tight_layout()\n", + "plt.savefig(\"C:/TUGAS_AKHIR/stunting_ml/models/feature_importance.png\", dpi=150)\n", + "plt.show()\n", + "\n", + "print(\"Feature importance:\")\n", + "for feat, score in importances.sort_values(ascending=False).items():\n", + " print(f\" {feat:<15}: {score:.4f}\")\n", + "print()" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "18c411dc", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "=======================================================\n", + "TAHAP 6: SIMPAN MODEL\n", + "=======================================================\n", + "Model tersimpan: models/random_forest_stunting.pkl\n", + "Label mapping tersimpan: models/label_mapping.json\n", + "\n", + "=======================================================\n", + "TRAINING SELESAI\n", + "=======================================================\n" + ] + } + ], + "source": [ + "import json\n", + "# TAHAP 6: SIMPAN MODEL\n", + "\n", + "print(\"=\" * 55)\n", + "print(\"TAHAP 6: SIMPAN MODEL\")\n", + "print(\"=\" * 55)\n", + "\n", + "joblib.dump(model, \"C:/TUGAS_AKHIR/stunting_ml/models/random_forest_stunting.pkl\")\n", + "print(\"Model tersimpan: models/random_forest_stunting.pkl\")\n", + "\n", + "with open(\"C:/TUGAS_AKHIR/stunting_ml/models/label_mapping.json\", \"w\") as f:\n", + " json.dump(mapping, f)\n", + "print(\"Label mapping tersimpan: models/label_mapping.json\")\n", + "\n", + "print(\"\\n\" + \"=\" * 55)\n", + "print(\"TRAINING SELESAI\")\n", + "print(\"=\" * 55)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.5" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}