From c62296e45c3084238aff12a0dbc5354d2098b180 Mon Sep 17 00:00:00 2001
From: Florian <45694132+flo-bit@users.noreply.github.com>
Date: Tue, 19 Nov 2024 07:58:23 +0100
Subject: [PATCH] add emotion analysis

---
 src/routes/+page.svelte                  |   157 +-
 src/routes/emotions/+page.svelte         |   135 +
 src/routes/emotions/emotion_lexicon.json | 17158 +++++++++++++++++++++
 static/emotions.webp                     |   Bin 0 -> 81156 bytes
 4 files changed, 17395 insertions(+), 55 deletions(-)
 create mode 100644 src/routes/emotions/+page.svelte
 create mode 100644 src/routes/emotions/emotion_lexicon.json
 create mode 100644 static/emotions.webp

diff --git a/src/routes/+page.svelte b/src/routes/+page.svelte
index c955690..b424e31 100644
--- a/src/routes/+page.svelte
+++ b/src/routes/+page.svelte
@@ -1,66 +1,113 @@
 <script>
-	import Credit from "$lib/Credit.svelte";
+	import Credit from '$lib/Credit.svelte';
 </script>
+
 <Credit showAll={false} />
 
 <div class="">
 	<div class="mx-auto max-w-7xl px-4 py-16 sm:px-6 sm:py-24 lg:px-8">
-	  <div class="sm:flex sm:items-baseline sm:justify-between">
-		<h2 class="text-2xl font-bold tracking-tight text-gray-50">Bluesky Visualizers</h2>
-		
-	  </div>
-  
-	  <div class="mt-6 grid grid-cols-1 gap-y-6 sm:grid-cols-2 sm:grid-rows-2 sm:gap-x-6 lg:gap-8">
-		<div class="group relative aspect-[2/1] overflow-hidden rounded-lg sm:row-span-2 sm:aspect-square border border-gray-900">
-		  <img src="/bluesky-visualizers/trending.webp" alt="" class="absolute size-full object-cover group-hover:opacity-75 transition-opacity duration-75">
-		  <div aria-hidden="true" class="absolute inset-0 bg-gradient-to-b from-transparent to-black opacity-80"></div>
-		  <div class="absolute inset-0 flex items-end p-6">
-			<div>
-			  <h3 class="font-semibold text-white">
-				<a href="/bluesky-visualizers/trending">
-				  <span class="absolute inset-0"></span>
-				  Trending Hashtags
-				</a>
-			  </h3>
-			</div>
-		  </div>
+		<div class="sm:flex sm:items-baseline sm:justify-between">
+			<h2 class="text-2xl font-bold tracking-tight text-gray-50">Bluesky Visualizers</h2>
 		</div>
-		<div class="group relative aspect-[2/1] overflow-hidden rounded-lg sm:aspect-auto border border-gray-900">
-		  <img src="/bluesky-visualizers/wordcloud.webp" alt="" class="absolute size-full object-cover group-hover:opacity-75 transition-opacity duration-75">
-		  <div aria-hidden="true" class="absolute inset-0 bg-gradient-to-b from-transparent to-black opacity-80"></div>
-		  <div class="absolute inset-0 flex items-end p-6">
-			<div>
-			  <h3 class="font-semibold text-white">
-				<a href="/bluesky-visualizers/wordcloud">
-				  <span class="absolute inset-0"></span>
-				  Wordcloud
-				</a>
-			  </h3>
+
+		<div class="mt-6 grid grid-cols-1 gap-y-6 sm:grid-cols-2 sm:grid-rows-2 sm:gap-x-6 lg:gap-8">
+			<div class="flex flex-col gap-8">
+				<div
+					class="group relative aspect-[2/1] overflow-hidden rounded-lg border border-gray-900 sm:row-span-2 sm:aspect-square"
+				>
+					<img
+						src="/bluesky-visualizers/trending.webp"
+						alt=""
+						class="absolute size-full object-cover transition-opacity duration-75 group-hover:opacity-75"
+					/>
+					<div
+						aria-hidden="true"
+						class="absolute inset-0 bg-gradient-to-b from-transparent to-black opacity-80"
+					></div>
+					<div class="absolute inset-0 flex items-end p-6">
+						<div>
+							<h3 class="font-semibold text-white">
+								<a href="/bluesky-visualizers/trending">
+									<span class="absolute inset-0"></span>
+									Trending Hashtags
+								</a>
+							</h3>
+						</div>
+					</div>
+				</div>
+
+				<div
+					class="group relative aspect-[2/1] overflow-hidden rounded-lg border border-gray-900 sm:aspect-[2/1]"
+				>
+					<img
+						src="/bluesky-visualizers/emotions.webp"
+						alt=""
+						class="absolute size-full object-cover transition-opacity duration-75 group-hover:opacity-75"
+					/>
+					<div
+						aria-hidden="true"
+						class="absolute inset-0 bg-gradient-to-b from-transparent to-black opacity-80"
+					></div>
+					<div class="absolute inset-0 flex items-end p-6">
+						<div>
+							<h3 class="font-semibold text-white">
+								<a href="/bluesky-visualizers/emotions">
+									<span class="absolute inset-0"></span>
+									Emotions
+								</a>
+							</h3>
+						</div>
+					</div>
+				</div>
 			</div>
-		  </div>
-		</div>
-		<div class="group relative aspect-[2/1] overflow-hidden rounded-lg sm:aspect-auto border border-gray-900">
-		  <img src="/bluesky-visualizers/particles.webp" alt="" class="absolute size-full object-cover group-hover:opacity-75 transition-opacity duration-75">
-		  <div aria-hidden="true" class="absolute inset-0 bg-gradient-to-b from-transparent to-black opacity-80"></div>
-		  <div class="absolute inset-0 flex items-end p-6">
-			<div>
-			  <h3 class="font-semibold text-white">
-				<a href="/bluesky-visualizers/particles">
-				  <span class="absolute inset-0"></span>
-				  Particles
-				</a>
-			  </h3>
+			<div class="flex flex-col gap-8">
+				<div
+					class="group relative aspect-[2/1] overflow-hidden rounded-lg border border-gray-900 sm:aspect-[4/3]"
+				>
+					<img
+						src="/bluesky-visualizers/wordcloud.webp"
+						alt=""
+						class="absolute size-full object-cover transition-opacity duration-75 group-hover:opacity-75"
+					/>
+					<div
+						aria-hidden="true"
+						class="absolute inset-0 bg-gradient-to-b from-transparent to-black opacity-80"
+					></div>
+					<div class="absolute inset-0 flex items-end p-6">
+						<div>
+							<h3 class="font-semibold text-white">
+								<a href="/bluesky-visualizers/wordcloud">
+									<span class="absolute inset-0"></span>
+									Wordcloud
+								</a>
+							</h3>
+						</div>
+					</div>
+				</div>
+				<div
+					class="group relative aspect-[2/1] overflow-hidden rounded-lg border border-gray-900 sm:aspect-[4/3]"
+				>
+					<img
+						src="/bluesky-visualizers/particles.webp"
+						alt=""
+						class="absolute size-full object-cover transition-opacity duration-75 group-hover:opacity-75"
+					/>
+					<div
+						aria-hidden="true"
+						class="absolute inset-0 bg-gradient-to-b from-transparent to-black opacity-80"
+					></div>
+					<div class="absolute inset-0 flex items-end p-6">
+						<div>
+							<h3 class="font-semibold text-white">
+								<a href="/bluesky-visualizers/particles">
+									<span class="absolute inset-0"></span>
+									Particles
+								</a>
+							</h3>
+						</div>
+					</div>
+				</div>
 			</div>
-		  </div>
 		</div>
-	  </div>
-  
-	  <div class="mt-6 sm:hidden">
-		<a href="#" class="block text-sm font-semibold text-indigo-600 hover:text-indigo-500">
-		  Browse all categories
-		  <span aria-hidden="true"> &rarr;</span>
-		</a>
-	  </div>
 	</div>
-  </div>
-  
\ No newline at end of file
+</div>
diff --git a/src/routes/emotions/+page.svelte b/src/routes/emotions/+page.svelte
new file mode 100644
index 0000000..5cbf092
--- /dev/null
+++ b/src/routes/emotions/+page.svelte
@@ -0,0 +1,135 @@
+<script lang="ts">
+	import { onMount } from 'svelte';
+	import emotionLexicon from './emotion_lexicon.json';
+	import Credit from '$lib/Credit.svelte';
+
+	let lexicon: Record<string, string[]> = emotionLexicon;
+
+	function tokenize(text: string) {
+		// Simple tokenizer that converts text to lowercase and splits on non-word characters
+		return text.toLowerCase().match(/\b\w+\b/g);
+	}
+
+	function analyzeEmotion(tweet: string) {
+		const words = tokenize(tweet);
+		const emotions: Record<string, number> = {};
+
+		if (!words) return {};
+		words.forEach((word: string) => {
+			if (lexicon[word]) {
+				lexicon[word].forEach((emotion) => {
+					emotions[emotion] = (emotions[emotion] || 0) + 1;
+				});
+			}
+		});
+
+		return emotions;
+	}
+
+	let allEmotions: Record<string, number> = {};
+
+	$: total = Object.values(allEmotions).reduce((acc, curr) => acc + curr, 0) as number;
+
+	let posts = 0;
+
+	const emotionEmojis: Record<string, string> = {
+		anger: '😠',
+		anticipation: '🤔',
+		disgust: '🤢',
+		fear: '😨',
+		joy: '😊',
+		sadness: '😢',
+		surprise: '😲',
+		trust: '🤝'
+	};
+
+	onMount(() => {
+		const url =
+			'wss://jetstream2.us-east.bsky.network/subscribe?wantedCollections=app.bsky.feed.post';
+
+		// WebSocket logic
+		const ws = new WebSocket(url);
+		ws.onopen = () => {
+			console.log('Connected to BlueSky WebSocket');
+		};
+
+		ws.onmessage = (event) => {
+			const json = JSON.parse(event.data);
+			if (json.kind === 'account') console.log(json);
+
+			if (
+				json.kind === 'commit' &&
+				json.commit.collection === 'app.bsky.feed.post' &&
+				json.commit.operation === 'create' &&
+				json.commit.record.text &&
+				(json.commit.record.langs?.includes('en') || !json.commit.record.langs)
+			) {
+				let emotions = analyzeEmotion(json.commit.record.text);
+				for (const emotion in emotions) {
+					allEmotions[emotion] = (allEmotions[emotion] || 0) + emotions[emotion];
+				}
+
+				posts++;
+			}
+		};
+
+		ws.onerror = (error) => {
+			console.error('WebSocket error:', error);
+		};
+
+		ws.onclose = () => {
+			console.log('WebSocket connection closed');
+		};
+	});
+</script>
+
+{#if total > 10}
+	<div class="max-w-4xl mx-auto py-24 px-4">
+		<div class="inline-flex items-center gap-2 text-2xl w-full justify-center font-bold text-white">
+			realtime emotions on 
+			<span class="sr-only">
+				BlueSky
+			</span>
+			<svg
+				fill="currentColor"
+				xmlns="http://www.w3.org/2000/svg"
+				viewBox="-40 -40 680 620"
+				version="1.1"
+				class="size-7 fill-cyan-400"
+			>
+				<path
+					d="m135.72 44.03c66.496 49.921 138.02 151.14 164.28 205.46 26.262-54.316 97.782-155.54 164.28-205.46 47.98-36.021 125.72-63.892 125.72 24.795 0 17.712-10.155 148.79-16.111 170.07-20.703 73.984-96.144 92.854-163.25 81.433 117.3 19.964 147.14 86.092 82.697 152.22-122.39 125.59-175.91-31.511-189.63-71.766-2.514-7.3797-3.6904-10.832-3.7077-7.8964-0.0174-2.9357-1.1937 0.51669-3.7077 7.8964-13.714 40.255-67.233 197.36-189.63 71.766-64.444-66.128-34.605-132.26 82.697-152.22-67.108 11.421-142.55-7.4491-163.25-81.433-5.9562-21.282-16.111-152.36-16.111-170.07 0-88.687 77.742-60.816 125.72-24.795z"
+				></path>
+			</svg>
+		</div>
+			<div class="mt-8 flex w-full flex-col gap-2 text-white">
+				{#each Object.entries(allEmotions) as [emotion, count]}
+					<div class="grid grid-cols-5 items-center gap-2">
+						<div class="col-span-1 flex flex-col items-center">
+							<span class="text-4xl">{emotionEmojis[emotion]}</span>
+							<span class="text-xs font-semibold">{emotion}</span>
+						</div>
+						<div
+							class="relative col-span-4 h-full w-full flex items-center"
+						>
+						<div class="h-fit w-full  overflow-hidden rounded-2xl border border-cyan-500 relative py-0.5">
+							<span class="ml-4 font-semibold text-xs">{Math.floor((count / total) * 100)}%</span>
+							<div
+								style="width: {(count / total) * 100}%"
+								class="absolute bottom-0 left-0 top-0 -z-10 h-full w-full bg-cyan-700"
+							></div>
+						</div>
+						</div>
+					</div>
+				{/each}
+		</div>
+		<div class="text-sm text-gray-400 text-end mt-4 max-w-lg ml-auto">
+			analized {posts} posts,
+			 using the <a class="text-cyan-400 hover:text-cyan-500 font-semibold" href="https://saifmohammad.com/WebPages/NRC-Emotion-Lexicon.htm" target="_blank">
+			NRC Word-Emotion Association Lexicon</a>, this is not any kind of scientific analysis, just a fun experiment.
+		</div>
+	</div>
+{/if}
+
+
+<Credit name="emotions" />
\ No newline at end of file
diff --git a/src/routes/emotions/emotion_lexicon.json b/src/routes/emotions/emotion_lexicon.json
new file mode 100644
index 0000000..2204ed9
--- /dev/null
+++ b/src/routes/emotions/emotion_lexicon.json
@@ -0,0 +1,17158 @@
+{
+  "idiotic": [
+    "anger",
+    "disgust"
+  ],
+  "offend": [
+    "anger",
+    "disgust"
+  ],
+  "strained": [
+    "anger"
+  ],
+  "punishment": [
+    "anger",
+    "disgust",
+    "fear"
+  ],
+  "kicking": [
+    "anger"
+  ],
+  "hardened": [
+    "anger",
+    "disgust",
+    "fear"
+  ],
+  "slaughter": [
+    "anger",
+    "disgust",
+    "fear",
+    "sadness",
+    "surprise"
+  ],
+  "unfulfilled": [
+    "anger",
+    "anticipation",
+    "sadness",
+    "surprise"
+  ],
+  "disillusionment": [
+    "anger",
+    "disgust",
+    "sadness"
+  ],
+  "imprisoned": [
+    "anger",
+    "disgust",
+    "fear",
+    "sadness"
+  ],
+  "cacophony": [
+    "anger",
+    "disgust"
+  ],
+  "payback": [
+    "anger"
+  ],
+  "trickery": [
+    "anger",
+    "disgust",
+    "fear",
+    "sadness",
+    "surprise"
+  ],
+  "retaliation": [
+    "anger",
+    "fear"
+  ],
+  "venomous": [
+    "anger",
+    "disgust",
+    "fear"
+  ],
+  "encumbrance": [
+    "anger",
+    "fear",
+    "sadness"
+  ],
+  "lying": [
+    "anger",
+    "disgust"
+  ],
+  "recession": [
+    "anger",
+    "disgust",
+    "fear",
+    "sadness"
+  ],
+  "remiss": [
+    "anger",
+    "disgust",
+    "sadness"
+  ],
+  "stingy": [
+    "anger",
+    "disgust",
+    "fear",
+    "sadness"
+  ],
+  "defense": [
+    "anger",
+    "anticipation",
+    "fear"
+  ],
+  "suicide": [
+    "anger",
+    "fear",
+    "sadness"
+  ],
+  "diabolical": [
+    "anger",
+    "disgust",
+    "fear"
+  ],
+  "blasphemy": [
+    "anger"
+  ],
+  "destroyer": [
+    "anger",
+    "fear"
+  ],
+  "gnome": [
+    "anger",
+    "disgust",
+    "fear"
+  ],
+  "fierce": [
+    "anger",
+    "disgust",
+    "fear"
+  ],
+  "selfish": [
+    "anger",
+    "disgust"
+  ],
+  "stolen": [
+    "anger"
+  ],
+  "slander": [
+    "anger",
+    "disgust"
+  ],
+  "tripping": [
+    "anger",
+    "sadness"
+  ],
+  "unforgiving": [
+    "anger",
+    "sadness"
+  ],
+  "insurrection": [
+    "anger"
+  ],
+  "wrangling": [
+    "anger",
+    "disgust",
+    "fear",
+    "sadness"
+  ],
+  "shaky": [
+    "anger",
+    "anticipation",
+    "fear"
+  ],
+  "grudge": [
+    "anger"
+  ],
+  "latent": [
+    "anger",
+    "anticipation",
+    "disgust",
+    "surprise"
+  ],
+  "scandalous": [
+    "anger"
+  ],
+  "mob": [
+    "anger",
+    "fear"
+  ],
+  "exaggerate": [
+    "anger"
+  ],
+  "rob": [
+    "anger",
+    "disgust",
+    "fear",
+    "sadness"
+  ],
+  "deserted": [
+    "anger",
+    "disgust",
+    "fear",
+    "sadness"
+  ],
+  "devastation": [
+    "anger",
+    "fear",
+    "sadness",
+    "surprise"
+  ],
+  "unjust": [
+    "anger"
+  ],
+  "dissension": [
+    "anger"
+  ],
+  "harshness": [
+    "anger",
+    "fear"
+  ],
+  "litigate": [
+    "anger",
+    "anticipation",
+    "disgust",
+    "fear",
+    "sadness"
+  ],
+  "profane": [
+    "anger"
+  ],
+  "thump": [
+    "anger"
+  ],
+  "carnage": [
+    "anger",
+    "disgust",
+    "fear",
+    "sadness",
+    "surprise"
+  ],
+  "punishing": [
+    "anger",
+    "fear",
+    "sadness"
+  ],
+  "dishonor": [
+    "anger",
+    "disgust",
+    "fear",
+    "sadness"
+  ],
+  "intense": [
+    "anger",
+    "disgust",
+    "fear",
+    "joy",
+    "surprise",
+    "trust"
+  ],
+  "powerless": [
+    "anger",
+    "disgust",
+    "fear",
+    "sadness"
+  ],
+  "noisy": [
+    "anger"
+  ],
+  "execution": [
+    "anger",
+    "fear",
+    "sadness",
+    "trust"
+  ],
+  "anathema": [
+    "anger",
+    "disgust",
+    "fear",
+    "sadness"
+  ],
+  "hell": [
+    "anger",
+    "disgust",
+    "fear",
+    "sadness"
+  ],
+  "banish": [
+    "anger",
+    "disgust",
+    "fear",
+    "sadness"
+  ],
+  "scorn": [
+    "anger"
+  ],
+  "malign": [
+    "anger",
+    "disgust"
+  ],
+  "ridiculous": [
+    "anger",
+    "disgust"
+  ],
+  "mule": [
+    "anger",
+    "trust"
+  ],
+  "censor": [
+    "anger",
+    "disgust",
+    "fear",
+    "trust"
+  ],
+  "murderer": [
+    "anger",
+    "disgust",
+    "fear",
+    "sadness"
+  ],
+  "unattainable": [
+    "anger",
+    "sadness"
+  ],
+  "restrain": [
+    "anger",
+    "fear"
+  ],
+  "coup": [
+    "anger",
+    "surprise"
+  ],
+  "poaching": [
+    "anger",
+    "disgust",
+    "fear",
+    "sadness"
+  ],
+  "assassinate": [
+    "anger",
+    "fear"
+  ],
+  "disreputable": [
+    "anger",
+    "disgust",
+    "fear"
+  ],
+  "lunatic": [
+    "anger",
+    "disgust",
+    "fear"
+  ],
+  "gore": [
+    "anger",
+    "disgust",
+    "fear",
+    "sadness"
+  ],
+  "morals": [
+    "anger",
+    "anticipation",
+    "disgust",
+    "joy",
+    "surprise",
+    "trust"
+  ],
+  "disqualified": [
+    "anger",
+    "disgust",
+    "sadness"
+  ],
+  "troll": [
+    "anger",
+    "fear"
+  ],
+  "bang": [
+    "anger",
+    "disgust",
+    "fear",
+    "sadness",
+    "surprise"
+  ],
+  "dissident": [
+    "anger",
+    "fear"
+  ],
+  "jealous": [
+    "anger",
+    "disgust"
+  ],
+  "crunch": [
+    "anger"
+  ],
+  "incompatible": [
+    "anger",
+    "disgust",
+    "sadness"
+  ],
+  "gent": [
+    "anger",
+    "disgust",
+    "fear"
+  ],
+  "contraband": [
+    "anger",
+    "disgust",
+    "fear"
+  ],
+  "insane": [
+    "anger",
+    "fear"
+  ],
+  "eradication": [
+    "anger",
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+}
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