To keep the feed fresh, you need automated scrapers or API integrations :
score = math.log10(max(interactions, 1)) / ((hours_since_publish + 2) ** gravity)
@@index([trendScore(sort: Desc)]) @@index([contentType, category])
useEffect(() => const observer = new IntersectionObserver( entries => if (entries[0].isIntersecting && !loading) setPage(p => p + 1); , threshold: 1 ); if (observerTarget.current) observer.observe(observerTarget.current); return () => observer.disconnect(); , [loading]); CumFiesta.24.06.16.Ryan.Reid.The.Rise.Of.The.Cu...
// Time decay decayStartedAt DateTime @default(now())
const fetchTrending = async () => setLoading(true); const res = await fetch( /api/trending/feed?limit=15&offset=$page * 15 ); const newItems = await res.json(); setItems(prev => [...prev, ...newItems.data]); setLoading(false); ;
res.json( success: true ); ); // components/TrendingFeed.tsx import useState, useEffect, useRef from 'react'; import motion from 'framer-motion'; import HeartIcon, ShareIcon, ChatBubbleLeftIcon from '@heroicons/react/24/outline'; import HeartIcon as HeartSolidIcon from '@heroicons/react/24/solid'; interface TrendingItem id: string; title: string; thumbnailUrl: string; sourceUrl: string; likes: number; shares: number; trendScore: number; userLiked: boolean; contentType: 'VIDEO' To keep the feed fresh, you need automated
# Reddit-style logarithmic hotness if hours_since_publish < 1: hours_since_publish = 1
$$TrendScore = \frac\log_10(interactions + 1) + (hoursElapsed \times gravity)(hoursSincePublished + 2)^1.5$$
export default function TrendingFeed() const [items, setItems] = useState<TrendingItem[]>([]); const [loading, setLoading] = useState(false); const [page, setPage] = useState(0); const observerTarget = useRef(null); To keep the feed fresh
createdAt DateTime @default(now()) updatedAt DateTime @updatedAt
);
// Trigger async recalc of trendScore queue.add('recalc-trending', contentId );
def fetch_twitter_trending(): # Use Tweepy to get trending topics + top media tweets client.get_trends_place(1) # Worldwide For "live" trending updates, push new trending items to connected clients:
enum Category MOVIES MUSIC VIRAL GAMING TV