177 lines
5.7 KiB
TypeScript
177 lines
5.7 KiB
TypeScript
"use client";
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import { Header } from "./Header";
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import {
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MessageSquareText,
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Minus,
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ThumbsDown,
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ThumbsUp,
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TrendingUp,
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} from "lucide-react";
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import { StatCard } from "./StatCard";
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import {
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brandData,
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sentimentDistribution,
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trendData,
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wordCloudData,
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} from "@/src/app/dashboard/lib/data";
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import { ModelInfoSkeleton } from "../skeletons/ModelInfoSkeleton";
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import { ModelInfo } from "./ModelInfo";
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import { SentimentAnalyzer } from "./SentimentAnalyzer";
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import { BrandFilter } from "./BrandFilter";
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import { ReviewTable } from "./ReviewTable";
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import { SentimentChart, TrendChart, WordCloud } from "@/src/utils/dImports";
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import { useDashboards } from "@/src/hooks/useDashboard";
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export default function DashboardClient() {
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const {
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totalReviews,
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positiveCount,
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negativeCount,
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neutralCount,
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filteredReviews,
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selectedBrand,
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loading,
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modelData,
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setSelectedBrand,
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percentage,
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} = useDashboards();
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return (
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<div className="min-h-screen bg-background">
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<Header />
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<main className="container mx-auto px-4 py-8">
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<div
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className="mb-8 rounded-2xl p-8 text-center"
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style={{ background: "hsl(var(--primary))" }}
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>
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<h2 className="mb-2 text-3xl font-bold text-white md:text-4xl">
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Analisis Sentimen Ulasan Laptop
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</h2>
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<p className="mx-auto max-w-2xl text-lg text-white/80">
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Sistem klasifikasi sentimen menggunakan algoritma XGBoost untuk
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menganalisis ulasan produk laptop pada platform Tokopedia
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</p>
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<div className="mt-6 flex items-center justify-center gap-4 text-sm text-white/70">
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<span className="flex items-center gap-1">
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<TrendingUp className="h-4 w-4" />
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Akurasi 92.4%
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</span>
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<span>•</span>
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<span>XGBoost + TF-IDF</span>
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<span>•</span>
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<span>Real-time Analysis</span>
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</div>
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</div>
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<div className="mb-8 grid gap-4 sm:grid-cols-2 lg:grid-cols-4">
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<StatCard
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title="Total Ulasan"
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value={totalReviews}
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icon={MessageSquareText}
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trend={{ value: 12.5, isPositive: true }}
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delay={0}
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/>
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<StatCard
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title="Sentimen Positif"
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value={positiveCount}
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suffix={`(${percentage(positiveCount, totalReviews)}%)`}
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icon={ThumbsUp}
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variant="positive"
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delay={100}
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/>
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<StatCard
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title="Sentimen Negatif"
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value={negativeCount}
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suffix={`(${percentage(negativeCount, totalReviews)}%)`}
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icon={ThumbsDown}
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variant="negative"
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delay={200}
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/>
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<StatCard
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title="Sentimen Netral"
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value={neutralCount}
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suffix={`(${percentage(neutralCount, totalReviews)}%)`}
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icon={Minus}
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variant="neutral"
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delay={300}
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/>
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</div>
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<div className="mb-8 grid gap-6 lg:grid-cols-3">
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<div className="rounded-xl border bg-card p-6 lg:col-span-2">
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<h3 className="mb-4 text-lg font-semibold">
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Tren Sentimen Bulanan
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</h3>
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<TrendChart data={trendData} />
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</div>
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<div className="rounded-xl border bg-card p-6">
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<h3 className="mb-4 text-lg font-semibold">Distribusi Sentimen</h3>
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<SentimentChart data={sentimentDistribution} />
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</div>
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</div>
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<div className="mb-8 grid gap-6 lg:grid-cols-2">
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<div className="rounded-xl border bg-card p-6">
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<h3 className="mb-4 text-lg font-semibold">Kata Kunci Populer</h3>
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<p className="mb-4 text-sm text-muted-foreground">
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Kata-kata yang sering muncul dalam ulasan berdasarkan kategori
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sentimen
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</p>
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<WordCloud words={wordCloudData} />
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</div>
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{loading ? (
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<ModelInfoSkeleton />
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) : modelData.length > 0 ? (
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<ModelInfo data={modelData} />
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) : (
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<div className="rounded-xl border bg-card p-6 text-center text-muted-foreground">
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Data model tidak tersedia.
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</div>
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)}
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</div>
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<div className="mb-8">
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<SentimentAnalyzer />
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</div>
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<div className="space-y-6">
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<div className="flex flex-col gap-4 sm:flex-row sm:items-center sm:justify-between">
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<div>
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<h3 className="text-lg font-semibold">Ulasan Terbaru</h3>
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<p className="text-sm text-muted-foreground">
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Hasil klasifikasi sentimen ulasan produk laptop
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</p>
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</div>
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<BrandFilter
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brands={brandData}
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selectedBrand={selectedBrand}
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onSelect={setSelectedBrand}
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/>
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</div>
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<ReviewTable reviews={filteredReviews} />
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</div>
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<footer className="mt-12 border-t pt-8">
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<div className="flex flex-col items-center justify-between gap-4 text-sm text-muted-foreground sm:flex-row">
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<div>
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<p className="font-medium text-foreground text-center lg:text-start md:text-start">
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SentiLaptop - Analisis Sentimen
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</p>
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<p>Skripsi oleh Syafrizal Wd Mahendra (E41222719)</p>
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</div>
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<div className="text-center lg:text-end md:text-end">
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<p>Politeknik Negeri Jember</p>
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<p>PSDKU Teknik Informatika Kampus 3 Nganjuk</p>
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</div>
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</div>
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</footer>
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</main>
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</div>
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);
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}
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