Streaming Charts and Box Office Data: Spotify, Netflix, Maoyan & More

Charts data answers the entertainment industry's daily question — what's winning, where, right now. This guide covers bulk exports of music charts, streaming rankings, box office numbers, and creator-economy earnings from eight sources, including the Chinese market data that rarely reaches Western dashboards.

China box office data from Maoyan

The Maoyan box office scraper exports daily grosses, seat occupancy, and screening counts from China's dominant ticketing platform — the numbers behind the world's second-largest theatrical market, in structured form. Distributors and analysts use it to track opening weekends that Western trades report a day late, if at all.

Spotify charts by country from Kworb

The Kworb Spotify charts scraper exports daily and weekly Spotify chart positions for LATAM markets — Brazil, Mexico, Argentina, Chile, Colombia, Peru, Uruguay — where chart movement signals breakout artists before global playlists catch up.

Shazam trending tracks

The Shazam charts scraper exports what people are actively identifying — the earliest public demand signal in music, since a Shazam spike precedes the streaming spike.

NetEase Cloud Music: China's streaming charts

The NetEase Cloud Music scraper exports toplists and playlist data from one of China's biggest streaming platforms — the visibility layer for tracking which international releases break through in the Chinese market.

Douban ratings: China's review layer

The Douban scraper exports top lists and ratings for film, books, and music from China's review platform of record. Paired with Maoyan grosses, it separates "big opening" from "audience actually liked it".

Bilibili creator rankings

The Bilibili creator leaderboard scraper exports creator rankings from China's YouTube-equivalent — follower and engagement leaderboards for creator-economy and influencer-marketing research in a market Western tools don't index.

Patreon creator earnings from Graphtreon

The Graphtreon scraper exports Patreon creator earnings and patron-count histories — the closest thing to public revenue data in the creator economy, used for market sizing and competitive benchmarks.

Chess.com and Lichess: game platforms as chart data

Competitive platforms publish their own leaderboards. The Chess.com scraper and Lichess scraper export player profiles, ratings, and game archives — datasets that power everything from opening-trend research to cheat-detection studies.

Chart source summary

Market signal	Source	Cadence
China box office	Maoyan	Daily
Spotify charts (LATAM)	Kworb	Daily/weekly
Music discovery	Shazam charts	Trending
China streaming	NetEase toplists	Daily
China ratings	Douban top lists	Rolling
China creators	Bilibili leaderboards	Rolling
Creator earnings	Graphtreon (Patreon)	Daily
Chess platforms	Chess.com, Lichess	Per-player

Building a charts time series

Chart pages show today; the value is the series. The working pattern: export the chart daily, stamp the date, and append — position deltas, chart entries, and exits become queryable within a week of starting. Every source above prices per record, so a daily multi-market chart pipeline runs on cents a day rather than an enterprise data deal.

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