E31221315_AnalisisSentimen/resources/views/dashboard.blade.php

386 lines
16 KiB
PHP

@extends('layouts/user_type/auth')
@section('content')
@php
if (!function_exists('getSentimentCounts')) {
function getSentimentCounts($path)
{
if (!file_exists($path)) {
return ['positif' => 0, 'netral' => 0, 'negatif' => 0];
}
$rows = array_map('str_getcsv', file($path));
array_shift($rows);
$labels = array_column($rows, 1);
$counts = array_count_values($labels);
return array_merge(['positif' => 0, 'netral' => 0, 'negatif' => 0], $counts);
}
}
// Hitung data sekali
$base = resource_path('views');
$cDana = getSentimentCounts("{$base}/terlabel.csv");
$cGoPay = getSentimentCounts("{$base}/terlabelgopay.csv");
$cShopee = getSentimentCounts("{$base}/terlabeshopepay.csv");
// Total kartu (opsional)
$totalPositif = $cDana['positif'] + $cGoPay['positif'] + $cShopee['positif'];
$totalNetral = $cDana['netral'] + $cGoPay['netral'] + $cShopee['netral'];
$totalNegatif = $cDana['negatif'] + $cGoPay['negatif'] + $cShopee['negatif'];
@endphp
<div class="row mb-4">
<div class="col-12">
<!-- Filter di atas, rata-kanan -->
<div class="d-flex justify-content-end mb-3">
<select id="walletFilter" class="form-select form-select-sm w-auto" style="min-width: 120px;">
<option value="all">Semua</option>
<option value="dana">Dana</option>
<option value="gopay">GoPay</option>
<option value="shopee">ShopeePay</option>
</select>
</div>
<!-- Baris kartu -->
<div class="row gx-3">
<div class="col-md-4">
<div class="card text-white" style="background-color: #b22fa4;">
<div class="card-body d-flex justify-content-between align-items-center">
<div>
<p class="mb-1 text-sm">Total Positif</p>
<h4 id="positifCount" class="mb-0 text-white">
{{ $cDana['positif'] + $cGoPay['positif'] + $cShopee['positif'] }}
</h4>
</div>
<i class="fa-solid fa-face-smile fa-4x opacity-8"></i>
</div>
</div>
</div>
<div class="col-md-4">
<div class="card text-white" style="background-color: #a95b91;">
<div class="card-body d-flex justify-content-between align-items-center">
<div>
<p class="mb-1 text-sm">Total Netral</p>
<h4 id="netralCount" class="mb-0 text-white">
{{ $cDana['netral'] + $cGoPay['netral'] + $cShopee['netral'] }}
</h4>
</div>
<i class="fa-solid fa-face-meh fa-4x opacity-8"></i>
</div>
</div>
</div>
<div class="col-md-4">
<div class="card text-white" style="background-color: #8b2f5e;">
<div class="card-body d-flex justify-content-between align-items-center">
<div>
<p class="mb-1 text-sm">Total Negatif</p>
<h4 id="negatifCount" class="mb-0 text-white">
{{ $cDana['negatif'] + $cGoPay['negatif'] + $cShopee['negatif'] }}
</h4>
</div>
<i class="fa-solid fa-face-frown fa-4x opacity-8"></i>
</div>
</div>
</div>
</div>
</div>
</div>
<div class="row mt-4">
<!-- Bar Chart Card -->
<div class="col-lg-5 mb-lg-0 mb-4">
<div class="card z-index-2">
<div class="card-header pb-0">
<h6 class="mb-1">Perbandingan Sentimen E-Wallet</h6>
<p class="text-sm">Grafik batang menunjukkan jumlah sentimen positif, netral, dan negatif untuk Dana,
GoPay, dan ShopeePay.</p>
</div>
<div class="card-body p-3">
<div class="bg-gradient-light border-radius-lg py-3 pe-1 mb-3">
<div class="chart">
<canvas id="chart-bars" class="chart-canvas" height="250" style="width:100%;"></canvas>
</div>
</div>
</div>
</div>
</div>
<!-- Line Chart Card -->
<div class="col-lg-7 mb-lg-0 mb-4">
<div class="card z-index-2">
<div class="card-header pb-0">
<h6 class="mb-1">Tren Sentimen E-Wallet</h6>
<p class="text-sm">Garis menunjukkan perubahan proporsi sentimen (positif, netral, negatif) di setiap
e-wallet.</p>
</div>
<div class="card-body p-3">
<div class="chart">
<canvas id="chart-line" class="chart-canvas" height="250" style="width:100%;"></canvas>
</div>
</div>
</div>
</div>
</div>
<div class="row mt-4">
<!-- Pie Chart Card with filter -->
<div class="col-lg-6 mx-auto">
<div class="card z-index-2">
<div class="card-header pb-0 d-flex justify-content-between align-items-center">
<div>
<h6 class="mb-1">Distribusi Persentase Sentimen</h6>
<p class="text-sm">Grafik pai menampilkan persentase sentimen (positif, netral, negatif) untuk
e-wallet terpilih.</p>
</div>
<select id="wallet-filter" class="form-select form-select-sm w-auto">
<option value="all">Semua E-Wallet</option>
<option value="dana">Dana</option>
<option value="gopay">GoPay</option>
<option value="shopee">ShopeePay</option>
</select>
</div>
<div class="card-body p-3">
<div class="chart">
<canvas id="chart-pie" class="chart-canvas" height="250" style="width:100%;"></canvas>
</div>
</div>
</div>
</div>
</div>
@endsection
@push('dashboard')
<!-- Load Chart.js library -->
<script src="https://cdn.jsdelivr.net/npm/chart.js@3.9.1/dist/chart.min.js"></script>
<script>
window.onload = function() {
// Chart contexts
var ctxBar = document.getElementById("chart-bars").getContext("2d");
var ctxLine = document.getElementById("chart-line").getContext("2d");
var ctxPie = document.getElementById("chart-pie").getContext("2d");
var filter = document.getElementById("wallet-filter");
@php
function getSentimentCounts($path)
{
if (!file_exists($path)) {
return ['positif' => 0, 'netral' => 0, 'negatif' => 0];
}
$rows = array_map('str_getcsv', file($path));
array_shift($rows);
$labels = array_column($rows, 1);
$counts = array_count_values($labels);
return array_merge(['positif' => 0, 'netral' => 0, 'negatif' => 0], $counts);
}
$base = resource_path('views');
$cDana = getSentimentCounts("{$base}/terlabel.csv");
$cGoPay = getSentimentCounts("{$base}/terlabelgopay.csv");
$cShopee = getSentimentCounts("{$base}/terlabeshopepay.csv");
@endphp
// Data arrays
var labels = ['Positif', 'Netral', 'Negatif'];
var danaData = [{{ $cDana['positif'] }}, {{ $cDana['netral'] }}, {{ $cDana['negatif'] }}];
var goPayData = [{{ $cGoPay['positif'] }}, {{ $cGoPay['netral'] }}, {{ $cGoPay['negatif'] }}];
var shopeeData = [{{ $cShopee['positif'] }}, {{ $cShopee['netral'] }}, {{ $cShopee['negatif'] }}];
var allData = [
danaData[0] + goPayData[0] + shopeeData[0],
danaData[1] + goPayData[1] + shopeeData[1],
danaData[2] + goPayData[2] + shopeeData[2]
];
// Bar chart
var gradBar = function(ctx, color) {
var g = ctx.createLinearGradient(0, 0, 0, 250);
g.addColorStop(0, color + '0.8)');
g.addColorStop(1, color + '0.2)');
return g;
};
new Chart(ctxBar, {
type: 'bar',
data: {
labels: labels,
datasets: [{
label: 'Dana',
data: danaData,
backgroundColor: gradBar(ctxBar, 'rgba(75,192,192,'),
borderRadius: 4,
maxBarThickness: 20
},
{
label: 'GoPay',
data: goPayData,
backgroundColor: gradBar(ctxBar, 'rgba(255,159,64,'),
borderRadius: 4,
maxBarThickness: 20
},
{
label: 'Shopee',
data: shopeeData,
backgroundColor: gradBar(ctxBar, 'rgba(153,102,255,'),
borderRadius: 4,
maxBarThickness: 20
}
]
},
options: {
responsive: true,
animation: {
duration: 1200,
easing: 'easeInOutQuad'
},
scales: {
y: {
beginAtZero: true
}
},
plugins: {
legend: {
position: 'top'
}
}
}
});
// Line chart
function makeLineGrad(ctx, base) {
var g = ctx.createLinearGradient(0, 0, 0, 250);
g.addColorStop(0, base + '0.8)');
g.addColorStop(1, base + '0.2)');
return g;
}
new Chart(ctxLine, {
type: 'line',
data: {
labels: ['Dana', 'GoPay', 'Shopee'],
datasets: [{
label: 'Positif',
data: [danaData[0], goPayData[0], shopeeData[0]],
borderColor: makeLineGrad(ctxLine, 'rgba(54,162,235,'),
backgroundColor: 'transparent',
tension: 0.4,
borderWidth: 3
},
{
label: 'Netral',
data: [danaData[1], goPayData[1], shopeeData[1]],
borderColor: 'rgba(255,206,86,0.8)',
backgroundColor: 'transparent',
tension: 0.4,
borderWidth: 3
},
{
label: 'Negatif',
data: [danaData[2], goPayData[2], shopeeData[2]],
borderColor: 'rgba(255,99,132,0.8)',
backgroundColor: 'transparent',
tension: 0.4,
borderWidth: 3
}
]
},
options: {
responsive: true,
animation: {
duration: 1200,
easing: 'easeOutQuart'
},
scales: {
y: {
beginAtZero: true
}
},
plugins: {
legend: {
position: 'bottom'
}
}
}
});
// Pie chart with tooltip percentages
var pieChart = new Chart(ctxPie, {
type: 'pie',
data: {
labels: labels,
datasets: [{
data: allData,
backgroundColor: ['#4BC0C0', '#FFCE56', '#FF6384'],
hoverOffset: 10
}]
},
options: {
responsive: true,
animation: {
animateRotate: true,
duration: 1000
},
plugins: {
tooltip: {
callbacks: {
label: function(context) {
var value = context.parsed;
var sum = context.chart.data.datasets[0].data.reduce(function(a, b) {
return a + b;
}, 0);
var pct = Math.round(value * 100 / sum);
return context.label + ': ' + value + ' (' + pct + '%)';
}
}
},
legend: {
position: 'bottom'
}
}
}
});
// Filter event for pie chart
filter.addEventListener('change', function() {
var m = this.value;
pieChart.data.datasets[0].data = (m === 'dana' ? danaData : m === 'gopay' ? goPayData : m ===
'shopee' ? shopeeData : allData);
pieChart.update();
});
};
document.addEventListener('DOMContentLoaded', () => {
const filter = document.getElementById('walletFilter');
const positifEl = document.getElementById('positifCount');
const netralEl = document.getElementById('netralCount');
const negatifEl = document.getElementById('negatifCount');
const data = {
all: {
positif: {{ $cDana['positif'] + $cGoPay['positif'] + $cShopee['positif'] }},
netral: {{ $cDana['netral'] + $cGoPay['netral'] + $cShopee['netral'] }},
negatif: {{ $cDana['negatif'] + $cGoPay['negatif'] + $cShopee['negatif'] }},
},
dana: {
positif: {{ $cDana['positif'] }},
netral: {{ $cDana['netral'] }},
negatif: {{ $cDana['negatif'] }},
},
gopay: {
positif: {{ $cGoPay['positif'] }},
netral: {{ $cGoPay['netral'] }},
negatif: {{ $cGoPay['negatif'] }},
},
shopee: {
positif: {{ $cShopee['positif'] }},
netral: {{ $cShopee['netral'] }},
negatif: {{ $cShopee['negatif'] }},
},
};
filter.addEventListener('change', function() {
const d = data[this.value];
positifEl.textContent = d.positif;
netralEl.textContent = d.netral;
negatifEl.textContent = d.negatif;
});
});
</script>
@endpush