diff --git a/.bolt/config.json b/.bolt/config.json
new file mode 100644
index 0000000..6b6787d
--- /dev/null
+++ b/.bolt/config.json
@@ -0,0 +1,3 @@
+{
+ "template": "bolt-vite-react-ts"
+}
diff --git a/.bolt/prompt b/.bolt/prompt
new file mode 100644
index 0000000..d0c0a8f
--- /dev/null
+++ b/.bolt/prompt
@@ -0,0 +1,8 @@
+For all designs I ask you to make, have them be beautiful, not cookie cutter. Make webpages that are fully featured and worthy for production.
+
+By default, this template supports JSX syntax with Tailwind CSS classes, React hooks, and Lucide React for icons. Do not install other packages for UI themes, icons, etc unless absolutely necessary or I request them.
+
+Use icons from lucide-react for logos.
+
+Use stock photos from unsplash where appropriate, only valid URLs you know exist. Do not download the images, only link to them in image tags.
+
diff --git a/.env b/.env
new file mode 100644
index 0000000..95a13ec
--- /dev/null
+++ b/.env
@@ -0,0 +1,4 @@
+VITE_TWITTER_API_KEY=mock_twitter_key
+VITE_FACEBOOK_API_KEY=mock_facebook_key
+VITE_INSTAGRAM_API_KEY=mock_instagram_key
+VITE_MASTODON_API_KEY=mock_mastodon_key
\ No newline at end of file
diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..a547bf3
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,24 @@
+# Logs
+logs
+*.log
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+pnpm-debug.log*
+lerna-debug.log*
+
+node_modules
+dist
+dist-ssr
+*.local
+
+# Editor directories and files
+.vscode/*
+!.vscode/extensions.json
+.idea
+.DS_Store
+*.suo
+*.ntvs*
+*.njsproj
+*.sln
+*.sw?
diff --git a/README.md b/README.md
new file mode 100644
index 0000000..4d3148a
--- /dev/null
+++ b/README.md
@@ -0,0 +1,3 @@
+# social-media-sentiment-application-3.0
+
+[Edit in StackBlitz next generation editor ⚡️](https://stackblitz.com/~/github.com/21jritz/social-media-sentiment-application-3.0)
\ No newline at end of file
diff --git a/eslint.config.js b/eslint.config.js
new file mode 100644
index 0000000..82c2e20
--- /dev/null
+++ b/eslint.config.js
@@ -0,0 +1,28 @@
+import js from '@eslint/js';
+import globals from 'globals';
+import reactHooks from 'eslint-plugin-react-hooks';
+import reactRefresh from 'eslint-plugin-react-refresh';
+import tseslint from 'typescript-eslint';
+
+export default tseslint.config(
+ { ignores: ['dist'] },
+ {
+ extends: [js.configs.recommended, ...tseslint.configs.recommended],
+ files: ['**/*.{ts,tsx}'],
+ languageOptions: {
+ ecmaVersion: 2020,
+ globals: globals.browser,
+ },
+ plugins: {
+ 'react-hooks': reactHooks,
+ 'react-refresh': reactRefresh,
+ },
+ rules: {
+ ...reactHooks.configs.recommended.rules,
+ 'react-refresh/only-export-components': [
+ 'warn',
+ { allowConstantExport: true },
+ ],
+ },
+ }
+);
diff --git a/index.html b/index.html
new file mode 100644
index 0000000..e4b78ea
--- /dev/null
+++ b/index.html
@@ -0,0 +1,13 @@
+
+
+
+
+
+
+ Vite + React + TS
+
+
+
+
+
+
diff --git a/package-lock.json b/package-lock.json
new file mode 100644
index 0000000..bd74578
--- /dev/null
+++ b/package-lock.json
@@ -0,0 +1,4745 @@
+{
+ "name": "social-sentiment-analyzer",
+ "version": "1.0.0",
+ "lockfileVersion": 3,
+ "requires": true,
+ "packages": {
+ "": {
+ "name": "social-sentiment-analyzer",
+ "version": "1.0.0",
+ "dependencies": {
+ "@tensorflow/tfjs": "^4.17.0",
+ "axios": "^1.7.7",
+ "chart.js": "^4.4.5",
+ "d3-cloud": "^1.2.7",
+ "date-fns": "^3.3.1",
+ "franc": "^6.1.0",
+ "leaflet": "^1.9.4",
+ "lucide-react": "^0.344.0",
+ "react": "^18.3.1",
+ "react-chartjs-2": "^5.2.0",
+ "react-dom": "^18.3.1",
+ "react-hot-toast": "^2.4.1",
+ "react-leaflet": "^4.2.1",
+ "rxjs": "^7.8.1",
+ "socket.io-client": "^4.7.4",
+ "zustand": "^4.5.2"
+ },
+ "devDependencies": {
+ "@eslint/js": "^9.9.1",
+ "@types/d3-cloud": "^1.2.9",
+ "@types/leaflet": "^1.9.8",
+ "@types/react": "^18.3.5",
+ "@types/react-dom": "^18.3.0",
+ "@vitejs/plugin-react": "^4.3.1",
+ "autoprefixer": "^10.4.18",
+ "eslint": "^9.9.1",
+ "eslint-plugin-react-hooks": "^5.1.0-rc.0",
+ "eslint-plugin-react-refresh": "^0.4.11",
+ "globals": "^15.9.0",
+ "postcss": "^8.4.35",
+ "tailwindcss": "^3.4.1",
+ "typescript": "^5.5.3",
+ "typescript-eslint": "^8.3.0",
+ "vite": "^5.4.2"
+ }
+ },
+ "node_modules/@alloc/quick-lru": {
+ "version": "5.2.0",
+ "resolved": "https://registry.npmjs.org/@alloc/quick-lru/-/quick-lru-5.2.0.tgz",
+ "integrity": "sha512-UrcABB+4bUrFABwbluTIBErXwvbsU/V7TZWfmbgJfbkwiBuziS9gxdODUyuiecfdGQ85jglMW6juS3+z5TsKLw==",
+ "dev": true,
+ "engines": {
+ "node": ">=10"
+ },
+ "funding": {
+ "url": "https://github.com/sponsors/sindresorhus"
+ }
+ },
+ "node_modules/@ampproject/remapping": {
+ "version": "2.3.0",
+ "resolved": "https://registry.npmjs.org/@ampproject/remapping/-/remapping-2.3.0.tgz",
+ "integrity": "sha512-30iZtAPgz+LTIYoeivqYo853f02jBYSd5uGnGpkFV0M3xOt9aN73erkgYAmZU43x4VfqcnLxW9Kpg3R5LC4YYw==",
+ "dev": true,
+ "dependencies": {
+ "@jridgewell/gen-mapping": "^0.3.5",
+ "@jridgewell/trace-mapping": "^0.3.24"
+ },
+ "engines": {
+ "node": ">=6.0.0"
+ }
+ },
+ "node_modules/@babel/code-frame": {
+ "version": "7.26.2",
+ "resolved": "https://registry.npmjs.org/@babel/code-frame/-/code-frame-7.26.2.tgz",
+ "integrity": "sha512-RJlIHRueQgwWitWgF8OdFYGZX328Ax5BCemNGlqHfplnRT9ESi8JkFlvaVYbS+UubVY6dpv87Fs2u5M29iNFVQ==",
+ "dev": true,
+ "dependencies": {
+ "@babel/helper-validator-identifier": "^7.25.9",
+ "js-tokens": "^4.0.0",
+ "picocolors": "^1.0.0"
+ },
+ "engines": {
+ "node": ">=6.9.0"
+ }
+ },
+ "node_modules/@babel/compat-data": {
+ "version": "7.26.2",
+ "resolved": "https://registry.npmjs.org/@babel/compat-data/-/compat-data-7.26.2.tgz",
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+ "dev": true,
+ "engines": {
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+ }
+ },
+ "node_modules/@babel/core": {
+ "version": "7.26.0",
+ "resolved": "https://registry.npmjs.org/@babel/core/-/core-7.26.0.tgz",
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+ "gensync": "^1.0.0-beta.2",
+ "json5": "^2.2.3",
+ "semver": "^6.3.1"
+ },
+ "engines": {
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+ },
+ "funding": {
+ "type": "opencollective",
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+ }
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+ },
+ "engines": {
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+ }
+ },
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+ "semver": "^6.3.1"
+ },
+ "engines": {
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+ },
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+ "integrity": "sha512-a6ae//JvKDEra2kdi1qzCyrJW/WZCgFi8ydDV+eXExl95t+5R+ijnqHJbz9tmMh8FUjx3iv2fCQ4dclAQlO2UQ==",
+ "dev": true,
+ "bin": {
+ "yaml": "bin.mjs"
+ },
+ "engines": {
+ "node": ">= 14"
+ }
+ },
+ "node_modules/yargs": {
+ "version": "16.2.0",
+ "resolved": "https://registry.npmjs.org/yargs/-/yargs-16.2.0.tgz",
+ "integrity": "sha512-D1mvvtDG0L5ft/jGWkLpG1+m0eQxOfaBvTNELraWj22wSVUMWxZUvYgJYcKh6jGGIkJFhH4IZPQhR4TKpc8mBw==",
+ "dependencies": {
+ "cliui": "^7.0.2",
+ "escalade": "^3.1.1",
+ "get-caller-file": "^2.0.5",
+ "require-directory": "^2.1.1",
+ "string-width": "^4.2.0",
+ "y18n": "^5.0.5",
+ "yargs-parser": "^20.2.2"
+ },
+ "engines": {
+ "node": ">=10"
+ }
+ },
+ "node_modules/yargs-parser": {
+ "version": "20.2.9",
+ "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-20.2.9.tgz",
+ "integrity": "sha512-y11nGElTIV+CT3Zv9t7VKl+Q3hTQoT9a1Qzezhhl6Rp21gJ/IVTW7Z3y9EWXhuUBC2Shnf+DX0antecpAwSP8w==",
+ "engines": {
+ "node": ">=10"
+ }
+ },
+ "node_modules/yargs/node_modules/ansi-regex": {
+ "version": "5.0.1",
+ "resolved": "https://registry.npmjs.org/ansi-regex/-/ansi-regex-5.0.1.tgz",
+ "integrity": "sha512-quJQXlTSUGL2LH9SUXo8VwsY4soanhgo6LNSm84E1LBcE8s3O0wpdiRzyR9z/ZZJMlMWv37qOOb9pdJlMUEKFQ==",
+ "engines": {
+ "node": ">=8"
+ }
+ },
+ "node_modules/yargs/node_modules/emoji-regex": {
+ "version": "8.0.0",
+ "resolved": "https://registry.npmjs.org/emoji-regex/-/emoji-regex-8.0.0.tgz",
+ "integrity": "sha512-MSjYzcWNOA0ewAHpz0MxpYFvwg6yjy1NG3xteoqz644VCo/RPgnr1/GGt+ic3iJTzQ8Eu3TdM14SawnVUmGE6A=="
+ },
+ "node_modules/yargs/node_modules/string-width": {
+ "version": "4.2.3",
+ "resolved": "https://registry.npmjs.org/string-width/-/string-width-4.2.3.tgz",
+ "integrity": "sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g==",
+ "dependencies": {
+ "emoji-regex": "^8.0.0",
+ "is-fullwidth-code-point": "^3.0.0",
+ "strip-ansi": "^6.0.1"
+ },
+ "engines": {
+ "node": ">=8"
+ }
+ },
+ "node_modules/yargs/node_modules/strip-ansi": {
+ "version": "6.0.1",
+ "resolved": "https://registry.npmjs.org/strip-ansi/-/strip-ansi-6.0.1.tgz",
+ "integrity": "sha512-Y38VPSHcqkFrCpFnQ9vuSXmquuv5oXOKpGeT6aGrr3o3Gc9AlVa6JBfUSOCnbxGGZF+/0ooI7KrPuUSztUdU5A==",
+ "dependencies": {
+ "ansi-regex": "^5.0.1"
+ },
+ "engines": {
+ "node": ">=8"
+ }
+ },
+ "node_modules/yocto-queue": {
+ "version": "0.1.0",
+ "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-0.1.0.tgz",
+ "integrity": "sha512-rVksvsnNCdJ/ohGc6xgPwyN8eheCxsiLM8mxuE/t/mOVqJewPuO1miLpTHQiRgTKCLexL4MeAFVagts7HmNZ2Q==",
+ "dev": true,
+ "engines": {
+ "node": ">=10"
+ },
+ "funding": {
+ "url": "https://github.com/sponsors/sindresorhus"
+ }
+ },
+ "node_modules/zustand": {
+ "version": "4.5.5",
+ "resolved": "https://registry.npmjs.org/zustand/-/zustand-4.5.5.tgz",
+ "integrity": "sha512-+0PALYNJNgK6hldkgDq2vLrw5f6g/jCInz52n9RTpropGgeAf/ioFUCdtsjCqu4gNhW9D01rUQBROoRjdzyn2Q==",
+ "dependencies": {
+ "use-sync-external-store": "1.2.2"
+ },
+ "engines": {
+ "node": ">=12.7.0"
+ },
+ "peerDependencies": {
+ "@types/react": ">=16.8",
+ "immer": ">=9.0.6",
+ "react": ">=16.8"
+ },
+ "peerDependenciesMeta": {
+ "@types/react": {
+ "optional": true
+ },
+ "immer": {
+ "optional": true
+ },
+ "react": {
+ "optional": true
+ }
+ }
+ }
+ }
+}
diff --git a/package.json b/package.json
new file mode 100644
index 0000000..c0a619a
--- /dev/null
+++ b/package.json
@@ -0,0 +1,48 @@
+{
+ "name": "social-sentiment-analyzer",
+ "private": true,
+ "version": "1.0.0",
+ "type": "module",
+ "scripts": {
+ "dev": "vite",
+ "build": "vite build",
+ "lint": "eslint .",
+ "preview": "vite preview"
+ },
+ "dependencies": {
+ "@tensorflow/tfjs": "^4.17.0",
+ "axios": "^1.7.7",
+ "chart.js": "^4.4.5",
+ "d3-cloud": "^1.2.7",
+ "date-fns": "^3.3.1",
+ "franc": "^6.1.0",
+ "leaflet": "^1.9.4",
+ "lucide-react": "^0.344.0",
+ "react": "^18.3.1",
+ "react-chartjs-2": "^5.2.0",
+ "react-dom": "^18.3.1",
+ "react-hot-toast": "^2.4.1",
+ "react-leaflet": "^4.2.1",
+ "rxjs": "^7.8.1",
+ "socket.io-client": "^4.7.4",
+ "zustand": "^4.5.2"
+ },
+ "devDependencies": {
+ "@eslint/js": "^9.9.1",
+ "@types/d3-cloud": "^1.2.9",
+ "@types/leaflet": "^1.9.8",
+ "@types/react": "^18.3.5",
+ "@types/react-dom": "^18.3.0",
+ "@vitejs/plugin-react": "^4.3.1",
+ "autoprefixer": "^10.4.18",
+ "eslint": "^9.9.1",
+ "eslint-plugin-react-hooks": "^5.1.0-rc.0",
+ "eslint-plugin-react-refresh": "^0.4.11",
+ "globals": "^15.9.0",
+ "postcss": "^8.4.35",
+ "tailwindcss": "^3.4.1",
+ "typescript": "^5.5.3",
+ "typescript-eslint": "^8.3.0",
+ "vite": "^5.4.2"
+ }
+}
\ No newline at end of file
diff --git a/postcss.config.js b/postcss.config.js
new file mode 100644
index 0000000..2aa7205
--- /dev/null
+++ b/postcss.config.js
@@ -0,0 +1,6 @@
+export default {
+ plugins: {
+ tailwindcss: {},
+ autoprefixer: {},
+ },
+};
diff --git a/src/App.tsx b/src/App.tsx
new file mode 100644
index 0000000..3067600
--- /dev/null
+++ b/src/App.tsx
@@ -0,0 +1,31 @@
+import React from 'react';
+import { Activity } from 'lucide-react';
+import { Toaster } from 'react-hot-toast';
+import ErrorBoundary from './components/ErrorBoundary';
+import Dashboard from './components/Dashboard';
+
+function App() {
+ return (
+
+
+
+
+
+
SocialSentiment
+
Real-time social media sentiment analysis
+
+
+
+
+
+
+
+
+
+
+
+
+ );
+}
+
+export default App;
\ No newline at end of file
diff --git a/src/components/AnalyticsTabs.tsx b/src/components/AnalyticsTabs.tsx
new file mode 100644
index 0000000..4f2ba5b
--- /dev/null
+++ b/src/components/AnalyticsTabs.tsx
@@ -0,0 +1,52 @@
+import React, { useState } from 'react';
+import { BarChart2, Users, Globe, MessageSquare, TrendingUp, PieChart } from 'lucide-react';
+import TrendAnalysis from './analytics/TrendAnalysis';
+import CompetitorAnalysis from './analytics/CompetitorAnalysis';
+import CustomerFeedback from './analytics/CustomerFeedback';
+import GeolocationAnalysis from './analytics/GeolocationAnalysis';
+import DataPresentation from './analytics/DataPresentation';
+
+const tabs = [
+ { id: 'trends', label: 'Trend Analysis', icon: TrendingUp },
+ { id: 'competitors', label: 'Competitor Analysis', icon: BarChart2 },
+ { id: 'feedback', label: 'Customer Feedback', icon: MessageSquare },
+ { id: 'geolocation', label: 'Geolocation', icon: Globe },
+ { id: 'presentation', label: 'Data Presentation', icon: PieChart },
+];
+
+const AnalyticsTabs: React.FC = () => {
+ const [activeTab, setActiveTab] = useState('trends');
+
+ return (
+
+
+
+ {tabs.map(({ id, label, icon: Icon }) => (
+
+ ))}
+
+
+
+
+ {activeTab === 'trends' && }
+ {activeTab === 'competitors' && }
+ {activeTab === 'feedback' && }
+ {activeTab === 'geolocation' && }
+ {activeTab === 'presentation' && }
+
+
+ );
+};
+
+export default AnalyticsTabs;
\ No newline at end of file
diff --git a/src/components/Dashboard.tsx b/src/components/Dashboard.tsx
new file mode 100644
index 0000000..2cbe5b9
--- /dev/null
+++ b/src/components/Dashboard.tsx
@@ -0,0 +1,120 @@
+import React, { useState } from 'react';
+import { Search, Loader2, Settings } from 'lucide-react';
+import toast from 'react-hot-toast';
+import { formatDistanceToNow } from 'date-fns';
+import RealTimeMonitor from './RealTimeMonitor';
+import EmotionAnalysis from './EmotionAnalysis';
+import MetricsOverview from './MetricsOverview';
+import DataSourceSelector from './DataSourceSelector';
+import AnalyticsTabs from './AnalyticsTabs';
+import { dataSourceService } from '../services/dataSourceService';
+import { analyzeSentiment } from '../services/sentimentService';
+import { SocialMediaPost } from '../types/data';
+
+const Dashboard = () => {
+ const [query, setQuery] = useState('');
+ const [posts, setPosts] = useState([]);
+ const [loading, setLoading] = useState(false);
+ const [analyzing, setAnalyzing] = useState(false);
+ const [selectedSources, setSelectedSources] = useState(['twitter', 'facebook', 'instagram']);
+
+ const handleSourceToggle = (source: string) => {
+ setSelectedSources(prev =>
+ prev.includes(source)
+ ? prev.filter(s => s !== source)
+ : [...prev, source]
+ );
+ };
+
+ const handleAnalyze = async () => {
+ if (!query.trim()) {
+ toast.error('Please enter a search query');
+ return;
+ }
+
+ setLoading(true);
+ try {
+ const fetchedPosts = await dataSourceService.collectData(query, selectedSources);
+ setPosts(fetchedPosts);
+
+ setAnalyzing(true);
+ await Promise.all(fetchedPosts.map(post => analyzeSentiment(post.content)));
+ dataSourceService.updateMetrics(fetchedPosts);
+
+ toast.success('Analysis complete!');
+ } catch (error) {
+ console.error('Analysis error:', error);
+ toast.error('Failed to analyze data. Please try again.');
+ } finally {
+ setLoading(false);
+ setAnalyzing(false);
+ }
+ };
+
+ return (
+
+
+
+ setQuery(e.target.value)}
+ placeholder="Enter search query"
+ className="flex-grow p-2 border rounded focus:ring-2 focus:ring-blue-500 focus:border-transparent"
+ disabled={loading || analyzing}
+ />
+
+
+
+
+
+
+
+
+
+
+ {posts.length > 0 && !loading && !analyzing && (
+ <>
+
+
Recent Posts
+
+ {posts.slice(0, 5).map(post => (
+
+
{post.content}
+
+
+ {formatDistanceToNow(new Date(post.timestamp), { addSuffix: true })}
+
+
+ via {post.source}
+
+
+
+ ))}
+
+
+
+
+ >
+ )}
+
+ );
+};
+
+export default Dashboard;
\ No newline at end of file
diff --git a/src/components/Dashboard/AnalyticsTabs.tsx b/src/components/Dashboard/AnalyticsTabs.tsx
new file mode 100644
index 0000000..fc307e5
--- /dev/null
+++ b/src/components/Dashboard/AnalyticsTabs.tsx
@@ -0,0 +1,41 @@
+import React, { useState } from 'react';
+import { BarChart2, Users, Globe } from 'lucide-react';
+
+const AnalyticsTabs = () => {
+ const [activeTab, setActiveTab] = useState('sentiment');
+
+ const tabs = [
+ { id: 'sentiment', label: 'Sentiment Analysis', icon: BarChart2 },
+ { id: 'demographics', label: 'Demographics', icon: Users },
+ { id: 'geography', label: 'Geographic', icon: Globe }
+ ];
+
+ return (
+
+
+
+ {tabs.map(({ id, label, icon: Icon }) => (
+
+ ))}
+
+
+
+
+ Select data points in the monitor to view detailed analytics
+
+
+ );
+};
+
+export default AnalyticsTabs;
\ No newline at end of file
diff --git a/src/components/Dashboard/KeywordAnalysis.tsx b/src/components/Dashboard/KeywordAnalysis.tsx
new file mode 100644
index 0000000..d5d3660
--- /dev/null
+++ b/src/components/Dashboard/KeywordAnalysis.tsx
@@ -0,0 +1,26 @@
+import React from 'react';
+import { Bar } from 'react-chartjs-2';
+
+interface KeywordAnalysisProps {
+ keywords: Array<{ keyword: string; count: number }>;
+}
+
+const KeywordAnalysis: React.FC = ({ keywords }) => {
+ const data = {
+ labels: keywords.map(k => k.keyword),
+ datasets: [{
+ label: 'Frequency',
+ data: keywords.map(k => k.count),
+ backgroundColor: 'rgba(90, 103, 216, 0.6)'
+ }]
+ };
+
+ return (
+
+
Top Keywords
+
+
+ );
+};
+
+export default KeywordAnalysis;
\ No newline at end of file
diff --git a/src/components/Dashboard/MetricsOverview.tsx b/src/components/Dashboard/MetricsOverview.tsx
new file mode 100644
index 0000000..726d3ec
--- /dev/null
+++ b/src/components/Dashboard/MetricsOverview.tsx
@@ -0,0 +1,66 @@
+import React from 'react';
+import { TrendingUp, Heart, Users, Zap } from 'lucide-react';
+
+const MetricsOverview = () => {
+ const metrics = [
+ {
+ label: 'Brand Sentiment',
+ value: '78%',
+ icon: Heart,
+ color: 'text-pink-500',
+ trend: '↑'
+ },
+ {
+ label: 'Customer Satisfaction',
+ value: '92%',
+ icon: Users,
+ color: 'text-blue-500',
+ trend: '↑'
+ },
+ {
+ label: 'Engagement Rate',
+ value: '6.8%',
+ icon: Zap,
+ color: 'text-yellow-500',
+ trend: '↑'
+ },
+ {
+ label: 'Reach Growth',
+ value: '12.4%',
+ icon: TrendingUp,
+ color: 'text-green-500',
+ trend: '↑'
+ }
+ ];
+
+ return (
+
+ {metrics.map((metric) => {
+ const Icon = metric.icon;
+ return (
+
+
+
+
+
+
{metric.label}
+
+ {metric.value}
+
+ {metric.trend}
+
+
+
+
+ );
+ })}
+
+ );
+};
+
+export default MetricsOverview;
\ No newline at end of file
diff --git a/src/components/Dashboard/RealTimeMonitor.tsx b/src/components/Dashboard/RealTimeMonitor.tsx
new file mode 100644
index 0000000..4c28f40
--- /dev/null
+++ b/src/components/Dashboard/RealTimeMonitor.tsx
@@ -0,0 +1,78 @@
+import React from 'react';
+import { Line } from 'react-chartjs-2';
+import { Play, Pause } from 'lucide-react';
+import {
+ Chart as ChartJS,
+ CategoryScale,
+ LinearScale,
+ PointElement,
+ LineElement,
+ Title,
+ Tooltip,
+ Legend
+} from 'chart.js';
+
+ChartJS.register(
+ CategoryScale,
+ LinearScale,
+ PointElement,
+ LineElement,
+ Title,
+ Tooltip,
+ Legend
+);
+
+const RealTimeMonitor = () => {
+ const [isMonitoring, setIsMonitoring] = React.useState(false);
+
+ const data = {
+ labels: Array.from({ length: 10 }, (_, i) => `-${i}s`).reverse(),
+ datasets: [
+ {
+ label: 'Sentiment Score',
+ data: Array.from({ length: 10 }, () => Math.random() * 2 - 1),
+ borderColor: 'rgb(75, 192, 192)',
+ tension: 0.1
+ }
+ ]
+ };
+
+ const options = {
+ responsive: true,
+ scales: {
+ y: {
+ min: -1,
+ max: 1
+ }
+ }
+ };
+
+ return (
+
+
+
Real-Time Monitor
+
+
+
+
+
+
+ );
+};
+
+export default RealTimeMonitor;
\ No newline at end of file
diff --git a/src/components/Dashboard/RecentPosts.tsx b/src/components/Dashboard/RecentPosts.tsx
new file mode 100644
index 0000000..62857be
--- /dev/null
+++ b/src/components/Dashboard/RecentPosts.tsx
@@ -0,0 +1,27 @@
+import React from 'react';
+import { Post } from '../../types';
+import { formatDistance } from 'date-fns';
+
+interface RecentPostsProps {
+ posts: Post[];
+}
+
+const RecentPosts: React.FC = ({ posts }) => {
+ return (
+
+
Recent Posts
+
+ {posts.map(post => (
+
+
{post.text}
+
+ {formatDistance(new Date(post.created_at), new Date(), { addSuffix: true })}
+
+
+ ))}
+
+
+ );
+};
+
+export default RecentPosts;
\ No newline at end of file
diff --git a/src/components/Dashboard/SearchBar.tsx b/src/components/Dashboard/SearchBar.tsx
new file mode 100644
index 0000000..ccd6fe2
--- /dev/null
+++ b/src/components/Dashboard/SearchBar.tsx
@@ -0,0 +1,45 @@
+import React from 'react';
+import { Search, Loader2 } from 'lucide-react';
+
+interface SearchBarProps {
+ query: string;
+ loading: boolean;
+ analyzing: boolean;
+ onQueryChange: (query: string) => void;
+ onAnalyze: () => void;
+}
+
+const SearchBar: React.FC = ({
+ query,
+ loading,
+ analyzing,
+ onQueryChange,
+ onAnalyze
+}) => {
+ return (
+
+ onQueryChange(e.target.value)}
+ placeholder="Enter search query"
+ className="flex-grow p-2 border rounded focus:ring-2 focus:ring-blue-500 focus:border-transparent"
+ disabled={loading || analyzing}
+ />
+
+
+ );
+};
+
+export default SearchBar;
\ No newline at end of file
diff --git a/src/components/Dashboard/SentimentDistribution.tsx b/src/components/Dashboard/SentimentDistribution.tsx
new file mode 100644
index 0000000..a753b42
--- /dev/null
+++ b/src/components/Dashboard/SentimentDistribution.tsx
@@ -0,0 +1,37 @@
+import React from 'react';
+import { Pie } from 'react-chartjs-2';
+
+interface SentimentDistributionProps {
+ distribution: {
+ positive: number;
+ neutral: number;
+ negative: number;
+ };
+}
+
+const SentimentDistribution: React.FC = ({ distribution }) => {
+ const data = {
+ labels: ['Positive', 'Neutral', 'Negative'],
+ datasets: [{
+ data: [
+ distribution.positive,
+ distribution.neutral,
+ distribution.negative
+ ],
+ backgroundColor: [
+ 'rgba(72, 187, 120, 0.6)',
+ 'rgba(237, 137, 54, 0.6)',
+ 'rgba(245, 101, 101, 0.6)'
+ ]
+ }]
+ };
+
+ return (
+
+
Sentiment Distribution
+
+
+ );
+};
+
+export default SentimentDistribution;
\ No newline at end of file
diff --git a/src/components/Dashboard/SentimentMetrics.tsx b/src/components/Dashboard/SentimentMetrics.tsx
new file mode 100644
index 0000000..20d5784
--- /dev/null
+++ b/src/components/Dashboard/SentimentMetrics.tsx
@@ -0,0 +1,86 @@
+import React from 'react';
+import { Line, Pie, Bar } from 'react-chartjs-2';
+import { SentimentMetrics as SentimentMetricsType } from '../../types';
+
+interface SentimentMetricsProps {
+ metrics: SentimentMetricsType;
+}
+
+const SentimentMetrics: React.FC = ({ metrics }) => {
+ return (
+
+
+
Overall Sentiment
+
+
+ {metrics.overallScore.toFixed(2)}
+
+
+ {metrics.overallScore > 0.3 ? 'Positive' :
+ metrics.overallScore < -0.3 ? 'Negative' : 'Neutral'}
+
+
+
+
+
+
Sentiment Distribution
+
+
+
+
+
Sentiment Over Time
+ d.x),
+ datasets: [{
+ label: 'Sentiment Score',
+ data: metrics.sentimentOverTime.map(d => d.y),
+ borderColor: 'rgb(66, 153, 225)',
+ tension: 0.1
+ }]
+ }}
+ options={{
+ scales: {
+ y: {
+ min: -1,
+ max: 1
+ }
+ }
+ }}
+ />
+
+
+
+
Top Keywords
+ k.keyword),
+ datasets: [{
+ label: 'Frequency',
+ data: metrics.topKeywords.map(k => k.count),
+ backgroundColor: 'rgba(90, 103, 216, 0.6)'
+ }]
+ }}
+ />
+
+
+ );
+};
+
+export default SentimentMetrics;
\ No newline at end of file
diff --git a/src/components/Dashboard/SentimentOverview.tsx b/src/components/Dashboard/SentimentOverview.tsx
new file mode 100644
index 0000000..89762cf
--- /dev/null
+++ b/src/components/Dashboard/SentimentOverview.tsx
@@ -0,0 +1,35 @@
+import React from 'react';
+
+interface SentimentOverviewProps {
+ score: number;
+}
+
+const SentimentOverview: React.FC = ({ score }) => {
+ const getSentimentLabel = (score: number) => {
+ if (score > 0.3) return 'Positive';
+ if (score < -0.3) return 'Negative';
+ return 'Neutral';
+ };
+
+ const getSentimentColor = (score: number) => {
+ if (score > 0.3) return 'text-green-600';
+ if (score < -0.3) return 'text-red-600';
+ return 'text-yellow-600';
+ };
+
+ return (
+
+
Overall Sentiment
+
+
+ {score.toFixed(2)}
+
+
+ {getSentimentLabel(score)}
+
+
+
+ );
+};
+
+export default SentimentOverview;
\ No newline at end of file
diff --git a/src/components/Dashboard/SentimentTrend.tsx b/src/components/Dashboard/SentimentTrend.tsx
new file mode 100644
index 0000000..33d9c94
--- /dev/null
+++ b/src/components/Dashboard/SentimentTrend.tsx
@@ -0,0 +1,36 @@
+import React from 'react';
+import { Line } from 'react-chartjs-2';
+
+interface SentimentTrendProps {
+ data: Array<{ x: string; y: number }>;
+}
+
+const SentimentTrend: React.FC = ({ data }) => {
+ const chartData = {
+ labels: data.map(d => d.x),
+ datasets: [{
+ label: 'Sentiment Score',
+ data: data.map(d => d.y),
+ borderColor: 'rgb(66, 153, 225)',
+ tension: 0.1
+ }]
+ };
+
+ const options = {
+ scales: {
+ y: {
+ min: -1,
+ max: 1
+ }
+ }
+ };
+
+ return (
+
+
Sentiment Over Time
+
+
+ );
+};
+
+export default SentimentTrend;
\ No newline at end of file
diff --git a/src/components/Dashboard/index.tsx b/src/components/Dashboard/index.tsx
new file mode 100644
index 0000000..44c0f3f
--- /dev/null
+++ b/src/components/Dashboard/index.tsx
@@ -0,0 +1,66 @@
+import React, { useState } from 'react';
+import { Search, Loader2 } from 'lucide-react';
+import toast from 'react-hot-toast';
+import { useSentimentStore } from '../../store/sentimentStore';
+import { dataSourceService } from '../../services/dataSourceService';
+import MetricsOverview from './MetricsOverview';
+import RealTimeMonitor from './RealTimeMonitor';
+import AnalyticsTabs from './AnalyticsTabs';
+
+const Dashboard = () => {
+ const [query, setQuery] = useState('');
+ const [loading, setLoading] = useState(false);
+ const { startMonitoring, stopMonitoring } = useSentimentStore();
+
+ const handleAnalyze = async () => {
+ if (!query.trim()) {
+ toast.error('Please enter a search query');
+ return;
+ }
+
+ setLoading(true);
+ try {
+ const data = await dataSourceService.collectData(query, ['twitter', 'facebook']);
+ startMonitoring();
+ toast.success('Analysis started successfully');
+ } catch (error) {
+ toast.error('Failed to start analysis');
+ console.error(error);
+ } finally {
+ setLoading(false);
+ }
+ };
+
+ return (
+
+
+ setQuery(e.target.value)}
+ placeholder="Enter search query"
+ className="flex-grow p-2 border rounded focus:ring-2 focus:ring-blue-500"
+ disabled={loading}
+ />
+
+
+
+
+
+
+
+ );
+};
+
+export default Dashboard;
\ No newline at end of file
diff --git a/src/components/DataSourceSelector.tsx b/src/components/DataSourceSelector.tsx
new file mode 100644
index 0000000..1a7081d
--- /dev/null
+++ b/src/components/DataSourceSelector.tsx
@@ -0,0 +1,36 @@
+import React from 'react';
+import { Twitter, Facebook, Instagram } from 'lucide-react';
+
+interface Props {
+ selectedSources: string[];
+ onSourceToggle: (source: string) => void;
+}
+
+const DataSourceSelector: React.FC = ({ selectedSources, onSourceToggle }) => {
+ const sources = [
+ { id: 'twitter', name: 'Twitter', icon: Twitter, color: 'text-blue-400' },
+ { id: 'facebook', name: 'Facebook', icon: Facebook, color: 'text-blue-600' },
+ { id: 'instagram', name: 'Instagram', icon: Instagram, color: 'text-pink-500' }
+ ];
+
+ return (
+
+ {sources.map(({ id, name, icon: Icon, color }) => (
+
+ ))}
+
+ );
+};
+
+export default DataSourceSelector;
\ No newline at end of file
diff --git a/src/components/EmotionAnalysis.tsx b/src/components/EmotionAnalysis.tsx
new file mode 100644
index 0000000..c66dc21
--- /dev/null
+++ b/src/components/EmotionAnalysis.tsx
@@ -0,0 +1,71 @@
+import React from 'react';
+import { Radar } from 'react-chartjs-2';
+import {
+ Chart as ChartJS,
+ RadialLinearScale,
+ PointElement,
+ LineElement,
+ Filler,
+ Tooltip,
+ Legend,
+} from 'chart.js';
+
+ChartJS.register(
+ RadialLinearScale,
+ PointElement,
+ LineElement,
+ Filler,
+ Tooltip,
+ Legend
+);
+
+interface EmotionData {
+ joy: number;
+ sadness: number;
+ anger: number;
+ fear: number;
+ surprise: number;
+}
+
+interface Props {
+ emotions: EmotionData;
+}
+
+const EmotionAnalysis: React.FC = ({ emotions }) => {
+ const data = {
+ labels: ['Joy', 'Sadness', 'Anger', 'Fear', 'Surprise'],
+ datasets: [
+ {
+ label: 'Emotion Intensity',
+ data: [
+ emotions.joy,
+ emotions.sadness,
+ emotions.anger,
+ emotions.fear,
+ emotions.surprise,
+ ],
+ backgroundColor: 'rgba(54, 162, 235, 0.2)',
+ borderColor: 'rgba(54, 162, 235, 1)',
+ borderWidth: 1,
+ },
+ ],
+ };
+
+ const options = {
+ scales: {
+ r: {
+ beginAtZero: true,
+ max: 1,
+ },
+ },
+ };
+
+ return (
+
+
Emotion Analysis
+
+
+ );
+};
+
+export default EmotionAnalysis;
\ No newline at end of file
diff --git a/src/components/ErrorBoundary.tsx b/src/components/ErrorBoundary.tsx
new file mode 100644
index 0000000..64232f5
--- /dev/null
+++ b/src/components/ErrorBoundary.tsx
@@ -0,0 +1,50 @@
+import React, { Component, ErrorInfo, ReactNode } from 'react';
+
+interface Props {
+ children: ReactNode;
+}
+
+interface State {
+ hasError: boolean;
+ error: Error | null;
+}
+
+class ErrorBoundary extends Component {
+ public state: State = {
+ hasError: false,
+ error: null
+ };
+
+ public static getDerivedStateFromError(error: Error): State {
+ return { hasError: true, error };
+ }
+
+ public componentDidCatch(error: Error, errorInfo: ErrorInfo) {
+ console.error('Uncaught error:', error, errorInfo);
+ }
+
+ public render() {
+ if (this.state.hasError) {
+ return (
+
+
+
Something went wrong
+
+ An error occurred while rendering this component. Please try refreshing the page.
+
+
+
+
+ );
+ }
+
+ return this.props.children;
+ }
+}
+
+export default ErrorBoundary;
\ No newline at end of file
diff --git a/src/components/GeographicAnalysis.tsx b/src/components/GeographicAnalysis.tsx
new file mode 100644
index 0000000..22d4b41
--- /dev/null
+++ b/src/components/GeographicAnalysis.tsx
@@ -0,0 +1,70 @@
+import React from 'react';
+import { Pie } from 'react-chartjs-2';
+
+interface RegionData {
+ region: string;
+ sentiment: number;
+ postCount: number;
+}
+
+interface Props {
+ data: RegionData[];
+}
+
+const GeographicAnalysis: React.FC = ({ data }) => {
+ const chartData = {
+ labels: data.map(d => d.region),
+ datasets: [
+ {
+ data: data.map(d => d.postCount),
+ backgroundColor: [
+ 'rgba(255, 99, 132, 0.5)',
+ 'rgba(54, 162, 235, 0.5)',
+ 'rgba(255, 206, 86, 0.5)',
+ 'rgba(75, 192, 192, 0.5)',
+ 'rgba(153, 102, 255, 0.5)',
+ ],
+ borderWidth: 1
+ }
+ ]
+ };
+
+ const options = {
+ responsive: true,
+ plugins: {
+ legend: {
+ position: 'right' as const
+ },
+ title: {
+ display: true,
+ text: 'Geographic Distribution'
+ }
+ }
+ };
+
+ return (
+
+
Geographic Analysis
+
+
+ {data.map(region => (
+
+
{region.region}
+
+ {region.postCount} posts
+ 0 ? 'text-green-600' : 'text-red-600'
+ }`}>
+ {region.sentiment.toFixed(2)} sentiment
+
+
+
+ ))}
+
+
+ );
+};
+
+export default GeographicAnalysis;
\ No newline at end of file
diff --git a/src/components/MetricsOverview.tsx b/src/components/MetricsOverview.tsx
new file mode 100644
index 0000000..5179f5f
--- /dev/null
+++ b/src/components/MetricsOverview.tsx
@@ -0,0 +1,71 @@
+import React from 'react';
+import { TrendingUp, Heart, Users, Zap } from 'lucide-react';
+import { AnalysisMetrics } from '../types/data';
+
+interface Props {
+ metrics: AnalysisMetrics;
+}
+
+const MetricsOverview: React.FC = ({ metrics }) => {
+ const metricsData = [
+ {
+ label: 'Brand Sentiment',
+ value: `${(metrics.brandSentiment * 100).toFixed(1)}%`,
+ icon: Heart,
+ color: 'text-pink-500',
+ trend: metrics.brandSentiment > 0 ? '↑' : '↓'
+ },
+ {
+ label: 'Customer Satisfaction',
+ value: `${metrics.customerSatisfaction.toFixed(1)}%`,
+ icon: Users,
+ color: 'text-blue-500',
+ trend: metrics.customerSatisfaction > 75 ? '↑' : '↓'
+ },
+ {
+ label: 'Engagement Rate',
+ value: `${metrics.engagementRate.toFixed(1)}%`,
+ icon: Zap,
+ color: 'text-yellow-500',
+ trend: metrics.engagementRate > 5 ? '↑' : '↓'
+ },
+ {
+ label: 'Reach Growth',
+ value: `${metrics.reachGrowth.toFixed(1)}%`,
+ icon: TrendingUp,
+ color: 'text-green-500',
+ trend: metrics.reachGrowth > 0 ? '↑' : '↓'
+ }
+ ];
+
+ return (
+
+ {metricsData.map((metric) => {
+ const Icon = metric.icon;
+ return (
+
+
+
+
+
+
{metric.label}
+
+ {metric.value}
+
+ {metric.trend}
+
+
+
+
+ );
+ })}
+
+ );
+};
+
+export default MetricsOverview;
\ No newline at end of file
diff --git a/src/components/RealTimeMonitor.tsx b/src/components/RealTimeMonitor.tsx
new file mode 100644
index 0000000..0a679ba
--- /dev/null
+++ b/src/components/RealTimeMonitor.tsx
@@ -0,0 +1,222 @@
+import React, { useRef, useEffect } from 'react';
+import {
+ Chart as ChartJS,
+ CategoryScale,
+ LinearScale,
+ PointElement,
+ LineElement,
+ Title,
+ Tooltip,
+ Legend,
+ ChartData,
+ ChartOptions
+} from 'chart.js';
+import { Line } from 'react-chartjs-2';
+import { Play, Pause } from 'lucide-react';
+import { useSentimentStore } from '../store/sentimentStore';
+import { realTimeService } from '../services/realTimeService';
+
+ChartJS.register(
+ CategoryScale,
+ LinearScale,
+ PointElement,
+ LineElement,
+ Title,
+ Tooltip,
+ Legend
+);
+
+interface SentimentDataPoint {
+ sentiment: {
+ score: number;
+ };
+}
+
+const RealTimeMonitor: React.FC = () => {
+ const chartRef = useRef(null);
+ const {
+ realTimeData,
+ isMonitoring,
+ notifications,
+ alertThresholds,
+ setAlertThresholds,
+ clearNotifications,
+ startMonitoring,
+ stopMonitoring
+ } = useSentimentStore();
+
+ useEffect(() => {
+ return () => {
+ if (chartRef.current) {
+ chartRef.current.destroy();
+ }
+ };
+ }, []);
+
+ const toggleMonitoring = () => {
+ if (isMonitoring) {
+ realTimeService.stopMonitoring();
+ stopMonitoring();
+ } else {
+ realTimeService.startMonitoring();
+ startMonitoring();
+ }
+ };
+
+ const chartData: ChartData<'line'> = {
+ labels: Array.from({ length: Math.min(10, realTimeData.length) }, (_, i) => `-${i}s`).reverse(),
+ datasets: [
+ {
+ label: 'Sentiment Score',
+ data: (realTimeData as SentimentDataPoint[]).map(d => d.sentiment.score).slice(0, 10).reverse(),
+ borderColor: 'rgb(75, 192, 192)',
+ backgroundColor: 'rgba(75, 192, 192, 0.5)',
+ tension: 0.1,
+ fill: false
+ },
+ ],
+ };
+
+ const chartOptions: ChartOptions<'line'> = {
+ responsive: true,
+ maintainAspectRatio: false,
+ scales: {
+ x: {
+ display: true,
+ title: {
+ display: true,
+ text: 'Time'
+ }
+ },
+ y: {
+ display: true,
+ title: {
+ display: true,
+ text: 'Sentiment Score'
+ },
+ min: -1,
+ max: 1
+ }
+ },
+ plugins: {
+ legend: {
+ position: 'top'
+ }
+ }
+ };
+
+ return (
+
+
+
Real-Time Monitor
+
+
+
+
+
+
+
+
Sentiment Trend
+
+
+
+
+
+
+
+
Alert Settings
+
+
+
+
+
+
+ {notifications.map((notification, index) => (
+
+ {notification}
+
+ ))}
+ {notifications.length === 0 && (
+
+ No notifications yet
+
+ )}
+
+
+
+
+ );
+};
+
+export default RealTimeMonitor;
\ No newline at end of file
diff --git a/src/components/ThematicAnalysis.tsx b/src/components/ThematicAnalysis.tsx
new file mode 100644
index 0000000..ac4e979
--- /dev/null
+++ b/src/components/ThematicAnalysis.tsx
@@ -0,0 +1,109 @@
+import React from 'react';
+import { Bar } from 'react-chartjs-2';
+import {
+ Chart as ChartJS,
+ CategoryScale,
+ LinearScale,
+ BarElement,
+ Title,
+ Tooltip,
+ Legend
+} from 'chart.js';
+
+ChartJS.register(
+ CategoryScale,
+ LinearScale,
+ BarElement,
+ Title,
+ Tooltip,
+ Legend
+);
+
+interface Theme {
+ name: string;
+ count: number;
+ sentiment: number;
+}
+
+interface Props {
+ themes: Theme[];
+}
+
+const ThematicAnalysis: React.FC = ({ themes }) => {
+ const data = {
+ labels: themes.map(theme => theme.name),
+ datasets: [
+ {
+ label: 'Mentions',
+ data: themes.map(theme => theme.count),
+ backgroundColor: 'rgba(54, 162, 235, 0.5)',
+ borderColor: 'rgba(54, 162, 235, 1)',
+ borderWidth: 1
+ },
+ {
+ label: 'Sentiment',
+ data: themes.map(theme => theme.sentiment),
+ backgroundColor: 'rgba(255, 99, 132, 0.5)',
+ borderColor: 'rgba(255, 99, 132, 1)',
+ borderWidth: 1,
+ yAxisID: 'sentiment'
+ }
+ ]
+ };
+
+ const options = {
+ responsive: true,
+ scales: {
+ y: {
+ beginAtZero: true,
+ title: {
+ display: true,
+ text: 'Number of Mentions'
+ }
+ },
+ sentiment: {
+ position: 'right' as const,
+ beginAtZero: true,
+ max: 1,
+ min: -1,
+ title: {
+ display: true,
+ text: 'Sentiment Score'
+ }
+ }
+ },
+ plugins: {
+ legend: {
+ position: 'top' as const
+ },
+ title: {
+ display: true,
+ text: 'Thematic Analysis'
+ }
+ }
+ };
+
+ return (
+
+
Theme Analysis
+
+
+ {themes.map(theme => (
+
+
{theme.name}
+
+ {theme.count} mentions
+ 0 ? 'text-green-600' : 'text-red-600'
+ }`}>
+ {theme.sentiment.toFixed(2)} sentiment
+
+
+
+ ))}
+
+
+ );
+};
+
+export default ThematicAnalysis;
\ No newline at end of file
diff --git a/src/components/analytics/CompetitorAnalysis.tsx b/src/components/analytics/CompetitorAnalysis.tsx
new file mode 100644
index 0000000..44169ec
--- /dev/null
+++ b/src/components/analytics/CompetitorAnalysis.tsx
@@ -0,0 +1,82 @@
+import React from 'react';
+import { Bar, Radar } from 'react-chartjs-2';
+
+const CompetitorAnalysis: React.FC = () => {
+ const competitors = ['Our Brand', 'Competitor A', 'Competitor B', 'Competitor C'];
+
+ const marketShareData = {
+ labels: competitors,
+ datasets: [{
+ label: 'Market Share',
+ data: [35, 28, 22, 15],
+ backgroundColor: [
+ 'rgba(59, 130, 246, 0.6)',
+ 'rgba(239, 68, 68, 0.6)',
+ 'rgba(16, 185, 129, 0.6)',
+ 'rgba(245, 158, 11, 0.6)'
+ ]
+ }]
+ };
+
+ const sentimentComparisonData = {
+ labels: ['Brand Sentiment', 'Customer Satisfaction', 'Social Media Presence', 'Innovation', 'Price Competitiveness'],
+ datasets: competitors.map((competitor, index) => ({
+ label: competitor,
+ data: Array(5).fill(0).map(() => Math.random() * 100),
+ backgroundColor: `rgba(${index * 60}, ${130 + index * 30}, 246, 0.2)`,
+ borderColor: `rgba(${index * 60}, ${130 + index * 30}, 246, 1)`,
+ }))
+ };
+
+ return (
+
+
+
+
Market Share Analysis
+
+
+
+
+
Competitive Analysis
+
+
+
+
+
+
Competitive Strengths & Weaknesses
+
+ {competitors.map(competitor => (
+
+
{competitor}
+
+ {['Price', 'Quality', 'Service', 'Innovation'].map(metric => (
+
+ ))}
+
+
+ ))}
+
+
+
+ );
+};
+
+export default CompetitorAnalysis;
\ No newline at end of file
diff --git a/src/components/analytics/CustomerFeedback.tsx b/src/components/analytics/CustomerFeedback.tsx
new file mode 100644
index 0000000..b355b93
--- /dev/null
+++ b/src/components/analytics/CustomerFeedback.tsx
@@ -0,0 +1,104 @@
+import React from 'react';
+import { Doughnut } from 'react-chartjs-2';
+import { MessageSquare, ThumbsUp, ThumbsDown, AlertTriangle } from 'lucide-react';
+
+const CustomerFeedback: React.FC = () => {
+ const sentimentData = {
+ labels: ['Positive', 'Neutral', 'Negative'],
+ datasets: [{
+ data: [65, 20, 15],
+ backgroundColor: [
+ 'rgba(16, 185, 129, 0.6)',
+ 'rgba(59, 130, 246, 0.6)',
+ 'rgba(239, 68, 68, 0.6)'
+ ]
+ }]
+ };
+
+ const feedbackCategories = [
+ { label: 'Product Quality', positive: 85, total: 120 },
+ { label: 'Customer Service', positive: 45, total: 60 },
+ { label: 'User Experience', positive: 92, total: 150 },
+ { label: 'Price Value', positive: 68, total: 100 }
+ ];
+
+ const recentFeedback = [
+ {
+ id: 1,
+ text: "The new feature is amazing! Really improved my workflow.",
+ sentiment: 'positive',
+ date: '2h ago'
+ },
+ {
+ id: 2,
+ text: "Having issues with the latest update. Please fix.",
+ sentiment: 'negative',
+ date: '4h ago'
+ },
+ {
+ id: 3,
+ text: "Good product but could use some improvements.",
+ sentiment: 'neutral',
+ date: '6h ago'
+ }
+ ];
+
+ return (
+
+
+
+
Feedback Categories
+
+ {feedbackCategories.map(({ label, positive, total }) => (
+
+
+ {label}
+ {Math.round((positive / total) * 100)}% Positive
+
+
+
+ ))}
+
+
+
+
+
Overall Sentiment
+
+
+
+
+
+
Recent Feedback
+
+ {recentFeedback.map(feedback => (
+
+ {feedback.sentiment === 'positive' && (
+
+ )}
+ {feedback.sentiment === 'negative' && (
+
+ )}
+ {feedback.sentiment === 'neutral' && (
+
+ )}
+
+
{feedback.text}
+
{feedback.date}
+
+
+ ))}
+
+
+
+ );
+};
+
+export default CustomerFeedback;
\ No newline at end of file
diff --git a/src/components/analytics/DataPresentation.tsx b/src/components/analytics/DataPresentation.tsx
new file mode 100644
index 0000000..0148412
--- /dev/null
+++ b/src/components/analytics/DataPresentation.tsx
@@ -0,0 +1,98 @@
+import React, { useState } from 'react';
+import { Download, Share2, Bell, Grid, Cloud, FileText } from 'lucide-react';
+
+const DataPresentation: React.FC = () => {
+ const [activeSubTab, setActiveSubTab] = useState('dashboards');
+
+ const subTabs = [
+ { id: 'dashboards', label: 'Dashboards', icon: Grid },
+ { id: 'reports', label: 'Reports', icon: FileText },
+ { id: 'alerts', label: 'Alerts', icon: Bell },
+ { id: 'heatmaps', label: 'Heatmaps', icon: Cloud },
+ ];
+
+ const exportOptions = [
+ { format: 'PDF', icon: FileText },
+ { format: 'Excel', icon: FileText },
+ { format: 'CSV', icon: FileText },
+ ];
+
+ return (
+
+
+
+ {subTabs.map(({ id, label, icon: Icon }) => (
+
+ ))}
+
+
+
+
+ {['Daily Overview', 'Weekly Summary', 'Monthly Report'].map(report => (
+
+
+
+
{report}
+
Last updated: 2h ago
+
+
+
+
+
+
+
+ ))}
+
+
+
+
Export Options
+
+ {exportOptions.map(({ format, icon: Icon }) => (
+
+ ))}
+
+
+
+
+
Scheduled Reports
+
+ {['Daily Summary', 'Weekly Analytics', 'Monthly Overview'].map(report => (
+
+
+
{report}
+
Next delivery: Tomorrow, 9:00 AM
+
+
+
+ ))}
+
+
+
+ );
+};
+
+export default DataPresentation;
\ No newline at end of file
diff --git a/src/components/analytics/GeolocationAnalysis.tsx b/src/components/analytics/GeolocationAnalysis.tsx
new file mode 100644
index 0000000..3ef2242
--- /dev/null
+++ b/src/components/analytics/GeolocationAnalysis.tsx
@@ -0,0 +1,97 @@
+import React from 'react';
+import { Bar } from 'react-chartjs-2';
+import { Globe } from 'lucide-react';
+
+const GeolocationAnalysis: React.FC = () => {
+ const regionData = {
+ labels: ['North America', 'Europe', 'Asia', 'South America', 'Africa', 'Oceania'],
+ datasets: [
+ {
+ label: 'Sentiment Score',
+ data: [0.8, 0.6, 0.7, 0.5, 0.4, 0.6],
+ backgroundColor: 'rgba(59, 130, 246, 0.6)'
+ },
+ {
+ label: 'Engagement Rate',
+ data: [0.6, 0.7, 0.5, 0.4, 0.3, 0.5],
+ backgroundColor: 'rgba(16, 185, 129, 0.6)'
+ }
+ ]
+ };
+
+ const topLocations = [
+ { city: 'New York', country: 'USA', sentiment: 0.8, volume: 2500 },
+ { city: 'London', country: 'UK', sentiment: 0.7, volume: 2100 },
+ { city: 'Tokyo', country: 'Japan', sentiment: 0.75, volume: 1800 },
+ { city: 'Paris', country: 'France', sentiment: 0.65, volume: 1500 },
+ { city: 'Sydney', country: 'Australia', sentiment: 0.7, volume: 1200 }
+ ];
+
+ return (
+
+
+
+
Regional Analysis
+
+
+
+
+
Top Locations
+
+ {topLocations.map(location => (
+
+
+
+
+
{location.city}
+
{location.country}
+
+
+
+
+ {(location.sentiment * 100).toFixed(0)}% Positive
+
+
{location.volume} mentions
+
+
+ ))}
+
+
+
+
+
+
Geographic Trends
+
+ {['Sentiment by Region', 'Engagement Hotspots', 'Growth Markets'].map(metric => (
+
+
{metric}
+
+ {['High', 'Medium', 'Low'].map(level => (
+
+ {level}
+ {Math.floor(Math.random() * 40 + 20)} regions
+
+ ))}
+
+
+ ))}
+
+
+
+ );
+};
+
+export default GeolocationAnalysis;
\ No newline at end of file
diff --git a/src/components/analytics/TrendAnalysis.tsx b/src/components/analytics/TrendAnalysis.tsx
new file mode 100644
index 0000000..74d7693
--- /dev/null
+++ b/src/components/analytics/TrendAnalysis.tsx
@@ -0,0 +1,106 @@
+import React from 'react';
+import { Line } from 'react-chartjs-2';
+import { ArrowUp, ArrowDown } from 'lucide-react';
+
+const TrendAnalysis: React.FC = () => {
+ const trendData = {
+ labels: ['Jan', 'Feb', 'Mar', 'Apr', 'May', 'Jun'],
+ datasets: [
+ {
+ label: 'Sentiment Trend',
+ data: [0.2, 0.4, 0.3, 0.6, 0.5, 0.8],
+ borderColor: 'rgb(59, 130, 246)',
+ tension: 0.4
+ },
+ {
+ label: 'Engagement Rate',
+ data: [0.3, 0.2, 0.5, 0.4, 0.7, 0.6],
+ borderColor: 'rgb(234, 88, 12)',
+ tension: 0.4
+ }
+ ]
+ };
+
+ const keyTrends = [
+ { label: 'Positive Mentions', value: '+23%', trend: 'up' },
+ { label: 'User Engagement', value: '+15%', trend: 'up' },
+ { label: 'Response Time', value: '-12%', trend: 'down' },
+ { label: 'Brand Reach', value: '+45%', trend: 'up' },
+ ];
+
+ return (
+
+
+ {keyTrends.map(({ label, value, trend }) => (
+
+
+
{label}
+ {trend === 'up' ? (
+
+ ) : (
+
+ )}
+
+
{value}
+
+ ))}
+
+
+
+
Trend Analysis
+
+
+
+
+
+
Emerging Topics
+
+ {['Customer Service', 'Product Quality', 'User Experience', 'Price'].map(topic => (
+
+ {topic}
+
+ {Math.floor(Math.random() * 100)}%
+
+
+ ))}
+
+
+
+
+
Sentiment Patterns
+
+ {['Morning', 'Afternoon', 'Evening', 'Night'].map(time => (
+
+
+ {time}
+
+ {Math.floor(Math.random() * 40 + 60)}% Positive
+
+
+
+
+ ))}
+
+
+
+
+ );
+};
+
+export default TrendAnalysis;
\ No newline at end of file
diff --git a/src/components/presentation/AlertsView.tsx b/src/components/presentation/AlertsView.tsx
new file mode 100644
index 0000000..49861f3
--- /dev/null
+++ b/src/components/presentation/AlertsView.tsx
@@ -0,0 +1,86 @@
+import React, { useState } from 'react';
+import { Bell, Settings, Trash2 } from 'lucide-react';
+
+interface Alert {
+ id: string;
+ type: 'sentiment' | 'volume' | 'keyword';
+ threshold: number;
+ condition: string;
+ active: boolean;
+}
+
+const AlertsView: React.FC = () => {
+ const [alerts, setAlerts] = useState([
+ {
+ id: '1',
+ type: 'sentiment',
+ threshold: 0.8,
+ condition: 'above',
+ active: true
+ },
+ {
+ id: '2',
+ type: 'volume',
+ threshold: 100,
+ condition: 'above',
+ active: true
+ }
+ ]);
+
+ const toggleAlert = (id: string) => {
+ setAlerts(alerts.map(alert =>
+ alert.id === id ? { ...alert, active: !alert.active } : alert
+ ));
+ };
+
+ const deleteAlert = (id: string) => {
+ setAlerts(alerts.filter(alert => alert.id !== id));
+ };
+
+ return (
+
+
+
+
Alert Configuration
+
+
+
+
+ {alerts.map(alert => (
+
+
+
+
+
{alert.type.charAt(0).toUpperCase() + alert.type.slice(1)} Alert
+
+ Trigger when {alert.type} is {alert.condition} {alert.threshold}
+
+
+
+
+
+
+
+
+ ))}
+
+
+
+ );
+};
+
+export default AlertsView;
\ No newline at end of file
diff --git a/src/components/presentation/DashboardView.tsx b/src/components/presentation/DashboardView.tsx
new file mode 100644
index 0000000..de4ad09
--- /dev/null
+++ b/src/components/presentation/DashboardView.tsx
@@ -0,0 +1,49 @@
+import React from 'react';
+import { Bar } from 'react-chartjs-2';
+import { TrendingUp, Users, MessageSquare } from 'lucide-react';
+
+const DashboardView: React.FC = () => {
+ const metrics = [
+ { label: 'Overall Sentiment', value: '+0.75', trend: 'up' },
+ { label: 'Total Mentions', value: '1,234', trend: 'up' },
+ { label: 'Engagement Rate', value: '8.5%', trend: 'down' }
+ ];
+
+ const chartData = {
+ labels: ['Jan', 'Feb', 'Mar', 'Apr', 'May', 'Jun'],
+ datasets: [{
+ label: 'Sentiment Score',
+ data: [0.65, 0.72, 0.68, 0.75, 0.82, 0.79],
+ backgroundColor: 'rgba(59, 130, 246, 0.5)'
+ }]
+ };
+
+ return (
+
+
+ {metrics.map(metric => (
+
+
{metric.label}
+
+
{metric.value}
+
+ {metric.trend === 'up' ? '↑' : '↓'}
+
+
+
+ ))}
+
+
+
+
Sentiment Trend
+
+
+
+
+
+ );
+};
+
+export default DashboardView;
\ No newline at end of file
diff --git a/src/components/presentation/DataPresentationTabs.tsx b/src/components/presentation/DataPresentationTabs.tsx
new file mode 100644
index 0000000..6ffa85a
--- /dev/null
+++ b/src/components/presentation/DataPresentationTabs.tsx
@@ -0,0 +1,55 @@
+import React, { useState } from 'react';
+import { Layout, FileText, Bell, Map, Cloud, Download, PieChart } from 'lucide-react';
+import DashboardView from './DashboardView';
+import ReportsView from './ReportsView';
+import AlertsView from './AlertsView';
+import HeatmapView from './HeatmapView';
+import WordCloudView from './WordCloudView';
+import ExportView from './ExportView';
+
+const tabs = [
+ { id: 'dashboard', label: 'Dashboard', icon: Layout },
+ { id: 'reports', label: 'Reports', icon: FileText },
+ { id: 'alerts', label: 'Alerts', icon: Bell },
+ { id: 'heatmap', label: 'Heatmap', icon: Map },
+ { id: 'wordcloud', label: 'Word Cloud', icon: Cloud },
+ { id: 'export', label: 'Export', icon: Download }
+];
+
+const DataPresentationTabs: React.FC = () => {
+ const [activeTab, setActiveTab] = useState('dashboard');
+
+ return (
+
+
+
+ {tabs.map(({ id, label, icon: Icon }) => (
+
+ ))}
+
+
+
+
+ {activeTab === 'dashboard' &&
}
+ {activeTab === 'reports' &&
}
+ {activeTab === 'alerts' &&
}
+ {activeTab === 'heatmap' &&
}
+ {activeTab === 'wordcloud' &&
}
+ {activeTab === 'export' &&
}
+
+
+ );
+};
+
+export default DataPresentationTabs;
\ No newline at end of file
diff --git a/src/components/presentation/ExportView.tsx b/src/components/presentation/ExportView.tsx
new file mode 100644
index 0000000..606f2ff
--- /dev/null
+++ b/src/components/presentation/ExportView.tsx
@@ -0,0 +1,62 @@
+import React from 'react';
+import { FileText, Download, Share2 } from 'lucide-react';
+
+const ExportView: React.FC = () => {
+ const exportFormats = [
+ { id: 'pdf', label: 'PDF Report', icon: FileText },
+ { id: 'excel', label: 'Excel Spreadsheet', icon: FileText },
+ { id: 'csv', label: 'CSV Data', icon: FileText }
+ ];
+
+ const handleExport = (format: string) => {
+ // Mock export functionality
+ console.log(`Exporting in ${format} format`);
+ };
+
+ return (
+
+
+
Export Options
+
+ {exportFormats.map(({ id, label, icon: Icon }) => (
+
+ ))}
+
+
+
+
+
Scheduled Reports
+
+ {['Daily Summary', 'Weekly Analytics', 'Monthly Overview'].map(report => (
+
+
+
{report}
+
Next delivery: Tomorrow, 9:00 AM
+
+
+
+
+
+
+ ))}
+
+
+
+ );
+};
+
+export default ExportView;
\ No newline at end of file
diff --git a/src/components/presentation/HeatmapView.tsx b/src/components/presentation/HeatmapView.tsx
new file mode 100644
index 0000000..e1d4de4
--- /dev/null
+++ b/src/components/presentation/HeatmapView.tsx
@@ -0,0 +1,63 @@
+import React, { useEffect, useRef } from 'react';
+import { Map, TileLayer, CircleMarker, Popup } from 'react-leaflet';
+import 'leaflet/dist/leaflet.css';
+
+interface LocationData {
+ lat: number;
+ lng: number;
+ sentiment: number;
+ count: number;
+}
+
+const HeatmapView: React.FC = () => {
+ const mapRef = useRef(null);
+ const center: [number, number] = [20, 0];
+ const zoom = 2;
+
+ const mockData: LocationData[] = [
+ { lat: 40.7128, lng: -74.0060, sentiment: 0.8, count: 500 }, // New York
+ { lat: 51.5074, lng: -0.1278, sentiment: 0.6, count: 300 }, // London
+ { lat: 35.6762, lng: 139.6503, sentiment: 0.7, count: 400 }, // Tokyo
+ ];
+
+ const getSentimentColor = (sentiment: number) => {
+ if (sentiment > 0.5) return '#22c55e';
+ if (sentiment < -0.5) return '#ef4444';
+ return '#f59e0b';
+ };
+
+ return (
+
+
Sentiment Geographic Distribution
+
+
+
+
+ );
+};
+
+export default HeatmapView;
\ No newline at end of file
diff --git a/src/components/presentation/ReportsView.tsx b/src/components/presentation/ReportsView.tsx
new file mode 100644
index 0000000..04939e9
--- /dev/null
+++ b/src/components/presentation/ReportsView.tsx
@@ -0,0 +1,72 @@
+import React from 'react';
+import { Line } from 'react-chartjs-2';
+import { FileText, Download } from 'lucide-react';
+
+const ReportsView: React.FC = () => {
+ const reportTypes = [
+ { id: 'sentiment', name: 'Sentiment Analysis', period: 'Last 30 days' },
+ { id: 'engagement', name: 'Engagement Metrics', period: 'Last 7 days' },
+ { id: 'comparison', name: 'Competitor Comparison', period: 'Current month' }
+ ];
+
+ const trendData = {
+ labels: ['Week 1', 'Week 2', 'Week 3', 'Week 4'],
+ datasets: [{
+ label: 'Sentiment Score',
+ data: [0.65, 0.72, 0.68, 0.75],
+ borderColor: 'rgb(59, 130, 246)',
+ tension: 0.1
+ }]
+ };
+
+ return (
+
+
+
Generated Reports
+
+ {reportTypes.map(report => (
+
+
+
{report.name}
+
{report.period}
+
+
+
+
+
+
+ ))}
+
+
+
+
+
+ );
+};
+
+export default ReportsView;
\ No newline at end of file
diff --git a/src/components/presentation/WordCloudView.tsx b/src/components/presentation/WordCloudView.tsx
new file mode 100644
index 0000000..9056875
--- /dev/null
+++ b/src/components/presentation/WordCloudView.tsx
@@ -0,0 +1,91 @@
+import React, { useEffect, useRef } from 'react';
+import * as d3 from 'd3-cloud';
+
+interface Word {
+ text: string;
+ value: number;
+}
+
+const WordCloudView: React.FC = () => {
+ const containerRef = useRef(null);
+
+ const words: Word[] = [
+ { text: 'amazing', value: 64 },
+ { text: 'service', value: 55 },
+ { text: 'quality', value: 48 },
+ { text: 'product', value: 42 },
+ { text: 'experience', value: 38 },
+ { text: 'customer', value: 35 },
+ { text: 'great', value: 32 },
+ { text: 'support', value: 28 },
+ { text: 'price', value: 25 },
+ { text: 'recommend', value: 22 },
+ ];
+
+ useEffect(() => {
+ if (!containerRef.current) return;
+
+ const width = containerRef.current.clientWidth;
+ const height = 500;
+
+ // Clear previous content
+ containerRef.current.innerHTML = '';
+
+ // Create SVG
+ const svg = d3.select(containerRef.current)
+ .append('svg')
+ .attr('width', width)
+ .attr('height', height)
+ .append('g')
+ .attr('transform', `translate(${width / 2},${height / 2})`);
+
+ // Generate word cloud layout
+ d3.layout.cloud()
+ .size([width, height])
+ .words(words.map(d => ({
+ text: d.text,
+ size: 10 + d.value * 0.5 // Scale font size based on value
+ })))
+ .padding(5)
+ .rotate(() => (~~(Math.random() * 2) * 90))
+ .fontSize(d => d.size)
+ .on('end', draw)
+ .start();
+
+ function draw(words: any[]) {
+ svg.selectAll('text')
+ .data(words)
+ .enter()
+ .append('text')
+ .style('font-size', d => `${d.size}px`)
+ .style('font-family', 'Impact')
+ .style('fill', () => `hsl(${Math.random() * 360}, 70%, 50%)`)
+ .attr('text-anchor', 'middle')
+ .attr('transform', d => `translate(${d.x},${d.y})rotate(${d.rotate})`)
+ .text(d => d.text);
+ }
+ }, []);
+
+ return (
+
+
Word Frequency Analysis
+
+
+
Top Keywords
+
+ {words.slice(0, 8).map((word) => (
+
+
{word.text}
+
{word.value} mentions
+
+ ))}
+
+
+
+ );
+};
+
+export default WordCloudView;
\ No newline at end of file
diff --git a/src/index.css b/src/index.css
new file mode 100644
index 0000000..848d42b
--- /dev/null
+++ b/src/index.css
@@ -0,0 +1,20 @@
+@tailwind base;
+@tailwind components;
+@tailwind utilities;
+
+:root {
+ font-family: Inter, system-ui, Avenir, Helvetica, Arial, sans-serif;
+ line-height: 1.5;
+ font-weight: 400;
+}
+
+body {
+ margin: 0;
+ min-width: 320px;
+ min-height: 100vh;
+}
+
+#root {
+ width: 100%;
+ min-height: 100vh;
+}
\ No newline at end of file
diff --git a/src/main.tsx b/src/main.tsx
new file mode 100644
index 0000000..9320235
--- /dev/null
+++ b/src/main.tsx
@@ -0,0 +1,10 @@
+import { StrictMode } from 'react';
+import { createRoot } from 'react-dom/client';
+import App from './App';
+import './index.css';
+
+createRoot(document.getElementById('root')!).render(
+
+
+
+);
\ No newline at end of file
diff --git a/src/services/alertService.ts b/src/services/alertService.ts
new file mode 100644
index 0000000..3c00290
--- /dev/null
+++ b/src/services/alertService.ts
@@ -0,0 +1,104 @@
+import { Subject } from 'rxjs';
+
+export interface Alert {
+ id: string;
+ type: 'sentiment' | 'keyword' | 'volume';
+ message: string;
+ severity: 'info' | 'warning' | 'critical';
+ timestamp: string;
+}
+
+export interface AlertRule {
+ id: string;
+ type: 'sentiment' | 'keyword' | 'volume';
+ condition: {
+ threshold?: number;
+ keywords?: string[];
+ operator: 'gt' | 'lt' | 'eq' | 'contains';
+ };
+ severity: 'info' | 'warning' | 'critical';
+}
+
+export class AlertService {
+ private alertStream = new Subject();
+ private rules: AlertRule[] = [];
+
+ addRule(rule: AlertRule) {
+ this.rules.push(rule);
+ }
+
+ removeRule(ruleId: string) {
+ this.rules = this.rules.filter(rule => rule.id !== ruleId);
+ }
+
+ checkConditions(data: any) {
+ this.rules.forEach(rule => {
+ const shouldAlert = this.evaluateRule(rule, data);
+ if (shouldAlert) {
+ const alert: Alert = {
+ id: crypto.randomUUID(),
+ type: rule.type,
+ message: this.generateAlertMessage(rule, data),
+ severity: rule.severity,
+ timestamp: new Date().toISOString()
+ };
+ this.alertStream.next(alert);
+ }
+ });
+ }
+
+ subscribe(callback: (alert: Alert) => void) {
+ return this.alertStream.subscribe(callback);
+ }
+
+ private evaluateRule(rule: AlertRule, data: any): boolean {
+ switch (rule.type) {
+ case 'sentiment':
+ return this.evaluateSentimentRule(rule, data.sentiment);
+ case 'keyword':
+ return this.evaluateKeywordRule(rule, data.content);
+ case 'volume':
+ return this.evaluateVolumeRule(rule, data.volume);
+ default:
+ return false;
+ }
+ }
+
+ private evaluateSentimentRule(rule: AlertRule, sentiment: number): boolean {
+ const { threshold, operator } = rule.condition;
+ switch (operator) {
+ case 'gt': return sentiment > threshold!;
+ case 'lt': return sentiment < threshold!;
+ case 'eq': return sentiment === threshold!;
+ default: return false;
+ }
+ }
+
+ private evaluateKeywordRule(rule: AlertRule, content: string): boolean {
+ const { keywords } = rule.condition;
+ return keywords!.some(keyword => content.toLowerCase().includes(keyword.toLowerCase()));
+ }
+
+ private evaluateVolumeRule(rule: AlertRule, volume: number): boolean {
+ const { threshold, operator } = rule.condition;
+ switch (operator) {
+ case 'gt': return volume > threshold!;
+ case 'lt': return volume < threshold!;
+ case 'eq': return volume === threshold!;
+ default: return false;
+ }
+ }
+
+ private generateAlertMessage(rule: AlertRule, data: any): string {
+ switch (rule.type) {
+ case 'sentiment':
+ return `Sentiment ${rule.condition.operator === 'gt' ? 'above' : 'below'} threshold: ${data.sentiment}`;
+ case 'keyword':
+ return `Keyword detected in content: "${data.content}"`;
+ case 'volume':
+ return `Post volume ${rule.condition.operator === 'gt' ? 'increased above' : 'decreased below'} threshold`;
+ default:
+ return 'Alert condition met';
+ }
+ }
+}
\ No newline at end of file
diff --git a/src/services/apiIntegration.ts b/src/services/apiIntegration.ts
new file mode 100644
index 0000000..2e52ecd
--- /dev/null
+++ b/src/services/apiIntegration.ts
@@ -0,0 +1,61 @@
+import axios from 'axios';
+import { SocialMediaPost } from '../types/data';
+
+export class APIIntegration {
+ private apiKeys: Record = {
+ twitter: import.meta.env.VITE_TWITTER_API_KEY,
+ facebook: import.meta.env.VITE_FACEBOOK_API_KEY,
+ instagram: import.meta.env.VITE_INSTAGRAM_API_KEY,
+ mastodon: import.meta.env.VITE_MASTODON_API_KEY
+ };
+
+ async fetchFromAllSources(query: string): Promise {
+ try {
+ const [twitterData, facebookData, instagramData] = await Promise.all([
+ this.fetchTwitterData(query),
+ this.fetchFacebookData(query),
+ this.fetchInstagramData(query)
+ ]);
+
+ return [...twitterData, ...facebookData, ...instagramData];
+ } catch (error) {
+ console.error('Error fetching data:', error);
+ throw new Error('Failed to fetch social media data');
+ }
+ }
+
+ private async fetchTwitterData(query: string): Promise {
+ // Mock implementation for development
+ return this.generateMockPosts(query, 'twitter', 10);
+ }
+
+ private async fetchFacebookData(query: string): Promise {
+ return this.generateMockPosts(query, 'facebook', 8);
+ }
+
+ private async fetchInstagramData(query: string): Promise {
+ return this.generateMockPosts(query, 'instagram', 6);
+ }
+
+ private generateMockPosts(query: string, source: string, count: number): SocialMediaPost[] {
+ const templates = [
+ `Really loving the ${query}! #awesome`,
+ `Not happy with ${query}. Needs improvement.`,
+ `${query} is exactly what I needed!`,
+ `Having issues with ${query}. #frustrated`,
+ `Mixed feelings about ${query}.`
+ ];
+
+ return Array.from({ length: count }, (_, i) => ({
+ id: `${source}-${i}`,
+ content: templates[Math.floor(Math.random() * templates.length)],
+ source,
+ timestamp: new Date(Date.now() - Math.random() * 86400000).toISOString(),
+ engagement: {
+ likes: Math.floor(Math.random() * 1000),
+ shares: Math.floor(Math.random() * 100),
+ comments: Math.floor(Math.random() * 50)
+ }
+ }));
+ }
+}
\ No newline at end of file
diff --git a/src/services/dataSourceService.ts b/src/services/dataSourceService.ts
new file mode 100644
index 0000000..568bb87
--- /dev/null
+++ b/src/services/dataSourceService.ts
@@ -0,0 +1,51 @@
+interface DataResponse {
+ id: string;
+ content: string;
+ sentiment: number;
+ timestamp: string;
+}
+
+interface Metrics {
+ brandSentiment: number;
+ customerSatisfaction: number;
+ engagementRate: number;
+ reachGrowth: number;
+}
+
+class DataSourceService {
+ private metrics: Metrics = {
+ brandSentiment: 0.78,
+ customerSatisfaction: 0.92,
+ engagementRate: 0.068,
+ reachGrowth: 0.124
+ };
+
+ async collectData(query: string, sources: string[]): Promise {
+ // Simulate API call
+ return Array.from({ length: 10 }, (_, i) => ({
+ id: `${i}`,
+ content: `Sample content about ${query}`,
+ sentiment: Math.random() * 2 - 1,
+ timestamp: new Date().toISOString()
+ }));
+ }
+
+ getMetrics(): Metrics {
+ return this.metrics;
+ }
+
+ updateMetrics(data: DataResponse[]): void {
+ // Update metrics based on new data
+ const sentiments = data.map(item => item.sentiment);
+ const avgSentiment = sentiments.reduce((a, b) => a + b, 0) / sentiments.length;
+
+ this.metrics = {
+ ...this.metrics,
+ brandSentiment: avgSentiment,
+ engagementRate: Math.random() * 0.1, // Simulated engagement rate
+ reachGrowth: Math.random() * 0.2 - 0.1 // Simulated reach growth
+ };
+ }
+}
+
+export const dataSourceService = new DataSourceService();
\ No newline at end of file
diff --git a/src/services/geminiService.ts b/src/services/geminiService.ts
new file mode 100644
index 0000000..d28ce16
--- /dev/null
+++ b/src/services/geminiService.ts
@@ -0,0 +1,51 @@
+import axios from 'axios';
+
+// Mock sentiment analysis for development
+const mockSentimentAnalysis = (text: string) => {
+ // Simple sentiment analysis based on keyword matching
+ const positiveWords = ['amazing', 'great', 'love', 'perfect', 'fantastic', 'excellent'];
+ const negativeWords = ['terrible', 'bad', 'horrible', 'disappointed', 'frustrating', 'issues'];
+
+ const words = text.toLowerCase().split(/\s+/);
+ let score = 0;
+
+ words.forEach(word => {
+ if (positiveWords.includes(word)) score += 0.2;
+ if (negativeWords.includes(word)) score -= 0.2;
+ });
+
+ // Clamp score between -1 and 1
+ score = Math.max(-1, Math.min(1, score));
+
+ return {
+ score,
+ sentiment: score > 0.3 ? 'positive' : score < -0.3 ? 'negative' : 'neutral'
+ };
+};
+
+export const analyzeSentiment = async (text: string) => {
+ try {
+ // For development, return mock sentiment analysis
+ return mockSentimentAnalysis(text);
+
+ // Real API call code (commented out for now)
+ /*
+ const response = await axios.post(
+ `${GEMINI_API_ENDPOINT}?key=${GEMINI_API_KEY}`,
+ {
+ contents: [{
+ parts: [{
+ text: `Analyze the sentiment of the following text and return a JSON object with a 'score' property (range -1 to 1) and a 'sentiment' property: "${text}"`
+ }]
+ }]
+ }
+ );
+
+ const generatedText = response.data.candidates[0].content.parts[0].text;
+ return JSON.parse(generatedText);
+ */
+ } catch (error) {
+ console.error('Error analyzing sentiment:', error);
+ throw new Error('Failed to analyze sentiment. Please try again later.');
+ }
+};
\ No newline at end of file
diff --git a/src/services/languageDetectionService.ts b/src/services/languageDetectionService.ts
new file mode 100644
index 0000000..4852e15
--- /dev/null
+++ b/src/services/languageDetectionService.ts
@@ -0,0 +1,15 @@
+import { franc } from 'franc';
+
+interface LanguageDetectionResult {
+ language: string;
+ confidence: number;
+}
+
+export const detectLanguage = (text: string): LanguageDetectionResult => {
+ const [languageCode, confidence] = franc(text, { minLength: 3 });
+
+ return {
+ language: languageCode,
+ confidence: confidence || 0
+ };
+};
\ No newline at end of file
diff --git a/src/services/mastodonService.ts b/src/services/mastodonService.ts
new file mode 100644
index 0000000..27548af
--- /dev/null
+++ b/src/services/mastodonService.ts
@@ -0,0 +1,43 @@
+import axios from 'axios';
+import { formatDistance } from 'date-fns';
+
+const MASTODON_INSTANCE = 'https://mastodon.social';
+
+export interface Post {
+ id: string;
+ content: string;
+ created_at: string;
+ account: {
+ username: string;
+ display_name: string;
+ avatar: string;
+ };
+ formatted_time?: string;
+}
+
+export const searchPosts = async (query: string): Promise => {
+ try {
+ const response = await axios.get(`${MASTODON_INSTANCE}/api/v2/search`, {
+ params: {
+ q: query,
+ type: 'statuses',
+ limit: 100
+ }
+ });
+
+ return response.data.statuses.map((post: any) => ({
+ id: post.id,
+ content: post.content.replace(/<[^>]*>/g, ''), // Remove HTML tags
+ created_at: post.created_at,
+ formatted_time: formatDistance(new Date(post.created_at), new Date(), { addSuffix: true }),
+ account: {
+ username: post.account.username,
+ display_name: post.account.display_name || post.account.username,
+ avatar: post.account.avatar
+ }
+ }));
+ } catch (error) {
+ console.error('Error fetching Mastodon posts:', error);
+ throw new Error('Failed to fetch posts. Please try again later.');
+ }
+};
\ No newline at end of file
diff --git a/src/services/metricsService.ts b/src/services/metricsService.ts
new file mode 100644
index 0000000..d21f98a
--- /dev/null
+++ b/src/services/metricsService.ts
@@ -0,0 +1,52 @@
+import { Post, SentimentAnalysis, SentimentMetrics } from '../types';
+import { analyzeSentiment } from './sentimentService';
+import { formatDistance } from 'date-fns';
+
+export const calculateMetrics = async (posts: Post[]): Promise => {
+ const sentiments = await Promise.all(
+ posts.map(post => analyzeSentiment(post.text))
+ );
+
+ const overallScore = sentiments.reduce((acc, curr) => acc + curr.score, 0) / sentiments.length;
+
+ const sentimentOverTime = sentiments.map((s, i) => ({
+ x: formatDistance(new Date(posts[i].created_at), new Date(), { addSuffix: true }),
+ y: s.score
+ }));
+
+ const distribution = sentiments.reduce((acc, curr) => {
+ if (curr.score > 0.3) acc.positive++;
+ else if (curr.score < -0.3) acc.negative++;
+ else acc.neutral++;
+ return acc;
+ }, { positive: 0, neutral: 0, negative: 0 });
+
+ const topKeywords = extractTopKeywords(posts.map(p => p.text));
+
+ return {
+ overallScore,
+ sentimentOverTime,
+ sentimentDistribution: distribution,
+ confidenceScores: sentiments.map(s => s.confidence || 1),
+ topKeywords
+ };
+};
+
+const extractTopKeywords = (texts: string[]): Array<{ keyword: string; count: number }> => {
+ const stopWords = new Set(['the', 'be', 'to', 'of', 'and', 'a', 'in', 'that', 'have']);
+ const words = texts.flatMap(text =>
+ text.toLowerCase()
+ .split(/\s+/)
+ .filter(word => !stopWords.has(word) && word.length > 2)
+ );
+
+ const wordCounts = words.reduce((acc, word) => {
+ acc[word] = (acc[word] || 0) + 1;
+ return acc;
+ }, {} as Record);
+
+ return Object.entries(wordCounts)
+ .sort((a, b) => b[1] - a[1])
+ .slice(0, 10)
+ .map(([keyword, count]) => ({ keyword, count }));
+};
\ No newline at end of file
diff --git a/src/services/realTimeProcessor.ts b/src/services/realTimeProcessor.ts
new file mode 100644
index 0000000..fd00598
--- /dev/null
+++ b/src/services/realTimeProcessor.ts
@@ -0,0 +1,70 @@
+import { Subject } from 'rxjs';
+import { SocialMediaPost } from '../types/data';
+import { analyzeSentiment } from './sentimentService';
+import { detectLanguage } from './languageDetectionService';
+
+interface ProcessedPost extends SocialMediaPost {
+ sentiment: number;
+ language: string;
+ processed_at: string;
+}
+
+export class RealTimeProcessor {
+ private dataStream = new Subject();
+ private processingQueue: SocialMediaPost[] = [];
+ private isProcessing = false;
+
+ constructor() {
+ this.startProcessing();
+ }
+
+ async addToQueue(posts: SocialMediaPost[]) {
+ this.processingQueue.push(...posts);
+ if (!this.isProcessing) {
+ this.processQueue();
+ }
+ }
+
+ subscribe(callback: (post: ProcessedPost) => void) {
+ return this.dataStream.subscribe(callback);
+ }
+
+ private async processQueue() {
+ if (this.processingQueue.length === 0) {
+ this.isProcessing = false;
+ return;
+ }
+
+ this.isProcessing = true;
+ const post = this.processingQueue.shift()!;
+
+ try {
+ const [sentimentResult, languageResult] = await Promise.all([
+ analyzeSentiment(post.content),
+ detectLanguage(post.content)
+ ]);
+
+ const processedPost: ProcessedPost = {
+ ...post,
+ sentiment: sentimentResult.score,
+ language: languageResult.language,
+ processed_at: new Date().toISOString()
+ };
+
+ this.dataStream.next(processedPost);
+ } catch (error) {
+ console.error('Error processing post:', error);
+ }
+
+ // Process next item in queue
+ setTimeout(() => this.processQueue(), 100);
+ }
+
+ private startProcessing() {
+ setInterval(() => {
+ if (!this.isProcessing && this.processingQueue.length > 0) {
+ this.processQueue();
+ }
+ }, 1000);
+ }
+}
\ No newline at end of file
diff --git a/src/services/realTimeService.ts b/src/services/realTimeService.ts
new file mode 100644
index 0000000..878bef7
--- /dev/null
+++ b/src/services/realTimeService.ts
@@ -0,0 +1,104 @@
+import { useSentimentStore } from '../store/sentimentStore';
+
+class RealTimeService {
+ private store: typeof useSentimentStore;
+ private interval: NodeJS.Timeout | null = null;
+
+ constructor() {
+ this.store = useSentimentStore;
+ }
+
+ private setupSocketConnection() {
+ if (this.interval) {
+ clearInterval(this.interval);
+ }
+
+ this.interval = setInterval(() => {
+ if (this.store.getState().isMonitoring) {
+ this.emitMockData();
+ }
+ }, 5000);
+ }
+
+ private emitMockData() {
+ const mockData = {
+ text: this.generateRandomPost(),
+ sentiment: this.generateRandomSentiment(),
+ timestamp: new Date().toISOString(),
+ };
+
+ const { alertThresholds, addNotification } = this.store.getState();
+
+ if (mockData.sentiment.score > alertThresholds.positive) {
+ addNotification(`High positive sentiment detected: ${mockData.text}`);
+ } else if (mockData.sentiment.score < alertThresholds.negative) {
+ addNotification(`High negative sentiment detected: ${mockData.text}`);
+ }
+
+ this.store.getState().updateData([
+ mockData,
+ ...this.store.getState().realTimeData.slice(0, 99),
+ ]);
+ }
+
+ private generateRandomPost(): string {
+ const templates = [
+ "Just tried {product}! {sentiment}",
+ "Can't believe the {sentiment} experience with {product}",
+ "This new {product} update is {sentiment}",
+ "{product} customer service is {sentiment}",
+ ];
+
+ const products = ["iPhone", "Netflix", "Amazon", "Tesla", "Google"];
+ const sentiments = [
+ "absolutely amazing",
+ "terrible",
+ "okay",
+ "fantastic",
+ "disappointing",
+ ];
+
+ const template = templates[Math.floor(Math.random() * templates.length)];
+ const product = products[Math.floor(Math.random() * products.length)];
+ const sentiment = sentiments[Math.floor(Math.random() * sentiments.length)];
+
+ return template
+ .replace("{product}", product)
+ .replace("{sentiment}", sentiment);
+ }
+
+ private generateRandomSentiment() {
+ const score = (Math.random() * 2 - 1).toFixed(2);
+ const confidence = (0.7 + Math.random() * 0.3).toFixed(2);
+ return {
+ score: parseFloat(score),
+ confidence: parseFloat(confidence),
+ emotions: this.generateRandomEmotions(),
+ };
+ }
+
+ private generateRandomEmotions() {
+ return {
+ joy: Math.random(),
+ sadness: Math.random(),
+ anger: Math.random(),
+ fear: Math.random(),
+ surprise: Math.random(),
+ };
+ }
+
+ startMonitoring() {
+ this.store.getState().startMonitoring();
+ this.setupSocketConnection();
+ }
+
+ stopMonitoring() {
+ this.store.getState().stopMonitoring();
+ if (this.interval) {
+ clearInterval(this.interval);
+ this.interval = null;
+ }
+ }
+}
+
+export const realTimeService = new RealTimeService();
\ No newline at end of file
diff --git a/src/services/sentimentService.ts b/src/services/sentimentService.ts
new file mode 100644
index 0000000..ec2eb6b
--- /dev/null
+++ b/src/services/sentimentService.ts
@@ -0,0 +1,52 @@
+import axios from 'axios';
+
+// Mock sentiment analysis for development
+const mockSentimentAnalysis = (text: string) => {
+ try {
+ const positiveWords = ['amazing', 'great', 'love', 'perfect', 'fantastic', 'excellent', 'good', 'awesome'];
+ const negativeWords = ['terrible', 'bad', 'horrible', 'disappointed', 'frustrating', 'issues', 'worst', 'hate'];
+
+ const words = text.toLowerCase().split(/\s+/);
+ let score = 0;
+
+ words.forEach(word => {
+ if (positiveWords.includes(word)) score += 0.2;
+ if (negativeWords.includes(word)) score -= 0.2;
+ });
+
+ // Clamp score between -1 and 1
+ score = Math.max(-1, Math.min(1, score));
+
+ return {
+ score,
+ sentiment: score > 0.3 ? 'positive' : score < -0.3 ? 'negative' : 'neutral',
+ confidence: 0.8 + Math.random() * 0.2 // Mock confidence score between 0.8 and 1.0
+ };
+ } catch (error) {
+ console.error('Error in mockSentimentAnalysis:', error);
+ return {
+ score: 0,
+ sentiment: 'neutral',
+ confidence: 0.8
+ };
+ }
+};
+
+export const analyzeSentiment = async (text: string) => {
+ try {
+ if (!text || typeof text !== 'string') {
+ throw new Error('Invalid input: text must be a non-empty string');
+ }
+
+ // For development and demo, use mock sentiment analysis
+ return mockSentimentAnalysis(text);
+ } catch (error) {
+ console.error('Error analyzing sentiment:', error);
+ // Return a neutral sentiment as fallback
+ return {
+ score: 0,
+ sentiment: 'neutral',
+ confidence: 0.8
+ };
+ }
+};
\ No newline at end of file
diff --git a/src/services/thematicAnalysisService.ts b/src/services/thematicAnalysisService.ts
new file mode 100644
index 0000000..2fd4661
--- /dev/null
+++ b/src/services/thematicAnalysisService.ts
@@ -0,0 +1,66 @@
+interface Theme {
+ name: string;
+ keywords: string[];
+ sentiment: number;
+ count: number;
+}
+
+export class ThematicAnalysisService {
+ private themes: Record = {
+ 'customer_service': {
+ name: 'Customer Service',
+ keywords: ['support', 'help', 'service', 'assistant', 'representative'],
+ sentiment: 0,
+ count: 0
+ },
+ 'product_quality': {
+ name: 'Product Quality',
+ keywords: ['quality', 'durability', 'reliable', 'broken', 'defective'],
+ sentiment: 0,
+ count: 0
+ },
+ 'pricing': {
+ name: 'Pricing',
+ keywords: ['price', 'cost', 'expensive', 'cheap', 'affordable'],
+ sentiment: 0,
+ count: 0
+ },
+ 'user_experience': {
+ name: 'User Experience',
+ keywords: ['experience', 'interface', 'easy', 'difficult', 'intuitive'],
+ sentiment: 0,
+ count: 0
+ }
+ };
+
+ analyzeThemes(posts: { content: string; sentiment: number }[]): Theme[] {
+ // Reset counts and sentiments
+ Object.values(this.themes).forEach(theme => {
+ theme.count = 0;
+ theme.sentiment = 0;
+ });
+
+ // Analyze each post
+ posts.forEach(post => {
+ const content = post.content.toLowerCase();
+
+ Object.values(this.themes).forEach(theme => {
+ if (theme.keywords.some(keyword => content.includes(keyword))) {
+ theme.count++;
+ theme.sentiment += post.sentiment;
+ }
+ });
+ });
+
+ // Calculate average sentiment for each theme
+ Object.values(this.themes).forEach(theme => {
+ if (theme.count > 0) {
+ theme.sentiment = theme.sentiment / theme.count;
+ }
+ });
+
+ return Object.values(this.themes)
+ .filter(theme => theme.count > 0)
+ .sort((a, b) => b.count - a.count);
+ }
+}
\ No newline at end of file
diff --git a/src/services/twitterService.ts b/src/services/twitterService.ts
new file mode 100644
index 0000000..0b25ee4
--- /dev/null
+++ b/src/services/twitterService.ts
@@ -0,0 +1,72 @@
+import axios from 'axios';
+
+// Mock data for development
+const MOCK_TWEETS = [
+ { id: '1', text: 'Just had an amazing experience with the new iPhone! The camera is incredible! #Apple #iPhone', created_at: '2024-03-10T10:00:00Z' },
+ { id: '2', text: 'The customer service was terrible. Been waiting for hours! Never shopping here again. #BadService', created_at: '2024-03-10T10:05:00Z' },
+ { id: '3', text: 'Beautiful day for a walk in the park. Nature is so peaceful. #Outdoors', created_at: '2024-03-10T10:10:00Z' },
+ { id: '4', text: 'This new restaurant is okay. Food was decent but a bit overpriced. #FoodReview', created_at: '2024-03-10T10:15:00Z' },
+ { id: '5', text: 'Absolutely love the new update! Great improvements! #Software', created_at: '2024-03-10T10:20:00Z' },
+ { id: '6', text: 'Traffic is horrible today. Going to be late for work again... #Traffic #Monday', created_at: '2024-03-10T10:25:00Z' },
+ { id: '7', text: 'Just finished reading an amazing book! Highly recommend! #Reading', created_at: '2024-03-10T10:30:00Z' },
+ { id: '8', text: 'Why is the wifi so slow today? Frustrating! #Internet #Problems', created_at: '2024-03-10T10:35:00Z' },
+ { id: '9', text: 'Great meeting with the team today. Exciting projects ahead! #Work', created_at: '2024-03-10T10:40:00Z' },
+ { id: '10', text: 'This weather is perfect! Not too hot, not too cold. #Weather', created_at: '2024-03-10T10:45:00Z' }
+];
+
+// Function to generate more mock tweets based on the query
+const generateMockTweets = (query: string, count: number = 100) => {
+ const sentiments = ['positive', 'negative', 'neutral'];
+ const hashtags = ['#Technology', '#Service', '#Life', '#Review', '#Experience'];
+ const baseTexts = [
+ 'Really loving the {query}! Amazing experience!',
+ 'Not happy with the {query}. Needs improvement.',
+ 'Just tried {query}. It\'s okay I guess.',
+ 'Can\'t believe how great {query} is! Fantastic!',
+ 'Disappointed with {query}. Expected better.',
+ 'Mixed feelings about {query}. Has pros and cons.',
+ '{query} is exactly what I needed! Perfect!',
+ 'Having issues with {query}. Very frustrating.',
+ 'Neutral opinion about {query}. Nothing special.',
+ 'The new {query} update is amazing! Great work!'
+ ];
+
+ return Array.from({ length: count }, (_, i) => {
+ const baseText = baseTexts[Math.floor(Math.random() * baseTexts.length)];
+ const hashtag = hashtags[Math.floor(Math.random() * hashtags.length)];
+ const text = baseText.replace('{query}', query) + ' ' + hashtag;
+ const date = new Date(Date.now() - Math.floor(Math.random() * 86400000));
+
+ return {
+ id: (i + 1).toString(),
+ text,
+ created_at: date.toISOString()
+ };
+ });
+};
+
+export const fetchTweets = async (query: string) => {
+ try {
+ // For development, return mock data
+ const mockTweets = generateMockTweets(query);
+ return mockTweets;
+
+ // Real API call code (commented out for now)
+ /*
+ const response = await axios.get(TWITTER_API_ENDPOINT, {
+ params: {
+ query: query,
+ max_results: 100,
+ 'tweet.fields': 'created_at,text'
+ },
+ headers: {
+ Authorization: `Bearer ${TWITTER_API_BEARER_TOKEN}`
+ }
+ });
+ return response.data.data;
+ */
+ } catch (error) {
+ console.error('Error fetching tweets:', error);
+ throw new Error('Failed to fetch tweets. Please try again later.');
+ }
+};
\ No newline at end of file
diff --git a/src/store/sentimentStore.ts b/src/store/sentimentStore.ts
new file mode 100644
index 0000000..487178b
--- /dev/null
+++ b/src/store/sentimentStore.ts
@@ -0,0 +1,35 @@
+import { create } from 'zustand';
+
+interface SentimentState {
+ isMonitoring: boolean;
+ realTimeData: any[];
+ notifications: string[];
+ alertThresholds: {
+ positive: number;
+ negative: number;
+ };
+ startMonitoring: () => void;
+ stopMonitoring: () => void;
+ updateData: (data: any[]) => void;
+ setAlertThresholds: (thresholds: { positive: number; negative: number }) => void;
+ addNotification: (notification: string) => void;
+ clearNotifications: () => void;
+}
+
+export const useSentimentStore = create((set) => ({
+ isMonitoring: false,
+ realTimeData: [],
+ notifications: [],
+ alertThresholds: {
+ positive: 0.7,
+ negative: -0.3
+ },
+ startMonitoring: () => set({ isMonitoring: true }),
+ stopMonitoring: () => set({ isMonitoring: false }),
+ updateData: (data) => set({ realTimeData: data }),
+ setAlertThresholds: (thresholds) => set({ alertThresholds: thresholds }),
+ addNotification: (notification) => set((state) => ({
+ notifications: [notification, ...state.notifications]
+ })),
+ clearNotifications: () => set({ notifications: [] })
+}));
\ No newline at end of file
diff --git a/src/types/data.ts b/src/types/data.ts
new file mode 100644
index 0000000..b03c4e7
--- /dev/null
+++ b/src/types/data.ts
@@ -0,0 +1,45 @@
+export interface DataSource {
+ name: string;
+ enabled: boolean;
+ apiKey?: string;
+ apiEndpoint: string;
+}
+
+export interface SocialMediaPost {
+ id: string;
+ content: string;
+ source: string;
+ timestamp: string;
+ engagement: {
+ likes: number;
+ shares: number;
+ comments: number;
+ };
+}
+
+export interface AnalysisMetrics {
+ brandSentiment: number;
+ customerSatisfaction: number;
+ engagementRate: number;
+ reachGrowth: number;
+}
+
+export interface EmotionData {
+ joy: number;
+ sadness: number;
+ anger: number;
+ fear: number;
+ surprise: number;
+}
+
+export interface SentimentResult {
+ score: number;
+ confidence: number;
+ emotions: EmotionData;
+ aspects?: {
+ [key: string]: {
+ score: number;
+ mentions: number;
+ };
+ };
+}
\ No newline at end of file
diff --git a/src/types/index.ts b/src/types/index.ts
new file mode 100644
index 0000000..011872a
--- /dev/null
+++ b/src/types/index.ts
@@ -0,0 +1,28 @@
+export interface Post {
+ id: string;
+ text: string;
+ created_at: string;
+ account?: {
+ username: string;
+ display_name: string;
+ avatar: string;
+ };
+}
+
+export interface SentimentMetrics {
+ overallScore: number;
+ sentimentOverTime: Array<{ x: string; y: number }>;
+ sentimentDistribution: {
+ positive: number;
+ neutral: number;
+ negative: number;
+ };
+ confidenceScores: number[];
+ topKeywords: Array<{ keyword: string; count: number }>;
+}
+
+export interface SentimentAnalysis {
+ score: number;
+ sentiment: 'positive' | 'negative' | 'neutral';
+ confidence?: number;
+}
\ No newline at end of file
diff --git a/src/vite-env.d.ts b/src/vite-env.d.ts
new file mode 100644
index 0000000..af3e02e
--- /dev/null
+++ b/src/vite-env.d.ts
@@ -0,0 +1,12 @@
+///
+
+interface ImportMetaEnv {
+ readonly VITE_TWITTER_API_KEY: string
+ readonly VITE_FACEBOOK_API_KEY: string
+ readonly VITE_INSTAGRAM_API_KEY: string
+ readonly VITE_MASTODON_API_KEY: string
+}
+
+interface ImportMeta {
+ readonly env: ImportMetaEnv
+}
\ No newline at end of file
diff --git a/tailwind.config.js b/tailwind.config.js
new file mode 100644
index 0000000..d21f1cd
--- /dev/null
+++ b/tailwind.config.js
@@ -0,0 +1,8 @@
+/** @type {import('tailwindcss').Config} */
+export default {
+ content: ['./index.html', './src/**/*.{js,ts,jsx,tsx}'],
+ theme: {
+ extend: {},
+ },
+ plugins: [],
+};
diff --git a/tsconfig.app.json b/tsconfig.app.json
new file mode 100644
index 0000000..f0a2350
--- /dev/null
+++ b/tsconfig.app.json
@@ -0,0 +1,24 @@
+{
+ "compilerOptions": {
+ "target": "ES2020",
+ "useDefineForClassFields": true,
+ "lib": ["ES2020", "DOM", "DOM.Iterable"],
+ "module": "ESNext",
+ "skipLibCheck": true,
+
+ /* Bundler mode */
+ "moduleResolution": "bundler",
+ "allowImportingTsExtensions": true,
+ "isolatedModules": true,
+ "moduleDetection": "force",
+ "noEmit": true,
+ "jsx": "react-jsx",
+
+ /* Linting */
+ "strict": true,
+ "noUnusedLocals": true,
+ "noUnusedParameters": true,
+ "noFallthroughCasesInSwitch": true
+ },
+ "include": ["src"]
+}
diff --git a/tsconfig.json b/tsconfig.json
new file mode 100644
index 0000000..d00986c
--- /dev/null
+++ b/tsconfig.json
@@ -0,0 +1,28 @@
+{
+ "compilerOptions": {
+ "target": "ES2020",
+ "lib": ["ES2020", "DOM", "DOM.Iterable"],
+ "module": "ESNext",
+ "skipLibCheck": true,
+ "moduleResolution": "bundler",
+ "allowImportingTsExtensions": true,
+ "resolveJsonModule": true,
+ "isolatedModules": true,
+ "noEmit": true,
+ "jsx": "react-jsx",
+ "strict": true,
+ "noUnusedLocals": true,
+ "noUnusedParameters": true,
+ "noFallthroughCasesInSwitch": true,
+ "allowJs": true,
+ "esModuleInterop": true,
+ "allowSyntheticDefaultImports": true,
+ "forceConsistentCasingInFileNames": true,
+ "baseUrl": ".",
+ "paths": {
+ "@/*": ["src/*"]
+ }
+ },
+ "include": ["src"],
+ "references": [{ "path": "./tsconfig.node.json" }]
+}
\ No newline at end of file
diff --git a/tsconfig.node.json b/tsconfig.node.json
new file mode 100644
index 0000000..099658c
--- /dev/null
+++ b/tsconfig.node.json
@@ -0,0 +1,10 @@
+{
+ "compilerOptions": {
+ "composite": true,
+ "skipLibCheck": true,
+ "module": "ESNext",
+ "moduleResolution": "bundler",
+ "allowSyntheticDefaultImports": true
+ },
+ "include": ["vite.config.ts"]
+}
\ No newline at end of file
diff --git a/vite.config.ts b/vite.config.ts
new file mode 100644
index 0000000..b5b893e
--- /dev/null
+++ b/vite.config.ts
@@ -0,0 +1,10 @@
+import { defineConfig } from 'vite';
+import react from '@vitejs/plugin-react';
+
+export default defineConfig({
+ plugins: [react()],
+ server: {
+ port: 3000,
+ open: true
+ }
+});
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