重开仓库内容：改推五个技能（browser-harness / humanizer / humanizer-zh / product-planning / session-mechanism）
按授权清空原有内容后重新提交（原 oil-ui-pro 一并移出，可从历史恢复）。 browser-harness 剔除 .venv 等运行环境；根 .gitignore 补记 .venv/ 与 node_modules/。
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# CoinMarketCap — Data Extraction
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`https://coinmarketcap.com` — crypto market data. Three access paths tested: internal JSON API (fastest, no auth required), `__NEXT_DATA__` from HTML pages, and browser DOM. All real-money price data confirmed accurate against displayed UI values.
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## Do this first: pick your access path
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| Goal | Best approach | Latency |
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|------|--------------|---------|
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| Top N coins by market cap | Internal listing API | ~200ms |
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| Single coin price/stats/ATH | Internal detail API | ~100ms |
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| Global market metrics | Internal global-metrics API | ~65ms |
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| All coins on homepage (101 items) | `__NEXT_DATA__` main page | ~700ms |
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| Coin detail + full stats | `__NEXT_DATA__` currency page | ~700ms |
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| Historical OHLCV | Internal historical API | ~160ms |
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| Exchange pairs for a coin | Internal market-pairs API | ~200ms |
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| News/articles | Internal content API | ~220ms |
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**Never use the browser for read-only CMC tasks.** The internal API at `api.coinmarketcap.com` is accessible with no API key, no special headers, no auth — plain `http_get` works.
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**Do NOT use `pro-api.coinmarketcap.com`** — that is the paid API requiring a key.
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---
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## Path 1: Internal listing API (fastest for ranked coins)
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Returns CMC-ranked coins with full price data in one call. No auth needed.
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```python
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import json
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resp = json.loads(http_get(
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"https://api.coinmarketcap.com/data-api/v3/cryptocurrency/listing"
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"?start=1&limit=100&sortBy=market_cap&sortType=desc&convert=USD"
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))
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coins = resp['data']['cryptoCurrencyList'] # list of coin objects
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total_available = resp['data']['totalCount'] # 8374 as of 2026-04-18
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for c in coins:
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usd = next(q for q in c['quotes'] if q['name'] == 'USD')
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print(
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f"#{c['cmcRank']} {c['symbol']}: "
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f"${usd['price']:,.2f} | "
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f"MCap ${usd['marketCap']/1e9:.1f}B | "
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f"Vol24h ${usd['volume24h']/1e9:.1f}B | "
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f"24h {usd['percentChange24h']:+.2f}% | "
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f"CS {c['circulatingSupply']:,.0f}"
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)
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```
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### Coin object fields
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Top-level (`c` in the loop above):
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```
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id, name, symbol, slug, cmcRank, marketPairCount,
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circulatingSupply, selfReportedCirculatingSupply,
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totalSupply, maxSupply, isActive, lastUpdated, dateAdded,
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quotes, isAudited, auditInfoList, badges
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```
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Per-quote fields (inside `c['quotes']`, filtered by `name == 'USD'`):
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```
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name, price, volume24h, volumePercentChange, marketCap,
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percentChange1h, percentChange24h, percentChange7d,
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percentChange30d, percentChange60d, percentChange90d,
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percentChange1y, ytdPriceChangePercentage,
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fullyDilluttedMarketCap, marketCapByTotalSupply,
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dominance, turnover, lastUpdated
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```
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### Query parameters
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```python
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# Pagination
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"?start=1&limit=100" # page 1 of 100
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"?start=101&limit=100" # page 2
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# Sort
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"sortBy=market_cap" # default
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"sortBy=volume_24h"
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"sortBy=percent_change_24h"
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"sortBy=price"
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"sortBy=circulating_supply"
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"sortType=desc" # or asc
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# Currency conversion (affects quote prices returned)
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"convert=USD" # USD prices
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"convert=BTC" # BTC-denominated
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# Filter by type
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"cryptoType=all" # default — coins + tokens
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"cryptoType=coins" # layer-1s only (633 results)
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"cryptoType=tokens" # ERC-20 etc.
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# Filter by tag (DeFi, NFT, etc.)
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"tagSlugs=defi" # 2698 results
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"tagSlugs=nft"
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```
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---
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## Path 2: Internal detail API (single coin, full stats)
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Best for fetching one coin's complete data including ATH, ATL, 52-week high/low, volume ranks.
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```python
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import json
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# Look up by CMC coin ID (BTC=1, ETH=1027, XRP=52, SOL=5426, BNB=1839)
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resp = json.loads(http_get(
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"https://api.coinmarketcap.com/data-api/v3/cryptocurrency/detail?id=1"
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))
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data = resp['data']
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s = data['statistics']
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print(f"Price: ${s['price']:,.2f}")
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print(f"Rank: #{s['rank']}")
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print(f"Market Cap: ${s['marketCap']:,.0f}")
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print(f"Volume 24h: ${s['volume24h']:,.0f}")
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print(f"Circulating Supply:{s['circulatingSupply']:,.0f}")
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print(f"Total Supply: {s['totalSupply']:,.0f}")
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print(f"Max Supply: {s['maxSupply']:,.0f}")
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print(f"24h Change: {s['priceChangePercentage24h']:+.2f}%")
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print(f"7d Change: {s['priceChangePercentage7d']:+.2f}%")
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print(f"ATH: ${s['highAllTime']:,.2f} on {s['highAllTimeTimestamp']}")
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print(f"ATL: ${s['lowAllTime']:,.4f} on {s['lowAllTimeTimestamp']}")
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print(f"52w High: ${s['high52w']:,.2f}")
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print(f"52w Low: ${s['low52w']:,.2f}")
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print(f"MCap Dominance: {s['marketCapDominance']:.2f}%")
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```
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### All statistics fields
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```
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price, priceChangePercentage1h, priceChangePercentage24h,
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priceChangePercentage7d, priceChangePercentage30d,
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priceChangePercentage60d, priceChangePercentage90d,
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priceChangePercentage1y, priceChangePercentageAll,
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marketCap, marketCapChangePercentage24h,
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fullyDilutedMarketCap, mintedMarketCap,
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circulatingSupply, totalSupply, maxSupply,
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marketCapDominance, rank, roi,
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low24h, high24h, low7d, high7d, low30d, high30d,
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low52w, high52w, low90d, high90d,
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lowAllTime, highAllTime,
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lowAllTimeChangePercentage, highAllTimeChangePercentage,
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lowAllTimeTimestamp, highAllTimeTimestamp,
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lowYesterday, highYesterday, openYesterday, closeYesterday,
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priceChangePercentageYesterday, volumeYesterday,
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ytdPriceChangePercentage, volumeRank, volumeMcRank,
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volume24h, volume24hReported, volume7d, volume7d Reported,
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volume30d, volume30dReported, turnover
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```
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### Top-level data fields (beyond statistics)
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```
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id, name, symbol, slug, category, description, dateAdded,
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volume, volumeChangePercentage24h, cexVolume, dexVolume,
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urls (website, explorer, twitter, reddit, etc.),
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tags, platforms, relatedCoins, wallets,
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holders, watchCount, watchListRanking
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```
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---
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## Path 3: Global market metrics
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```python
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import json
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resp = json.loads(http_get(
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"https://api.coinmarketcap.com/data-api/v3/global-metrics/quotes/latest"
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))
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data = resp['data']
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q = data['quotes'][0] # USD quote (cryptoId=2781)
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print(f"Total Market Cap: ${q['totalMarketCap']/1e12:.2f}T")
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print(f"Total Volume 24h: ${q['totalVolume24H']/1e9:.1f}B")
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print(f"Altcoin MCap: ${q['altcoinMarketCap']/1e12:.2f}T")
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print(f"DeFi MCap: ${q['defiMarketCap']/1e9:.1f}B")
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print(f"DeFi Vol 24h: ${q['defiVolume24H']/1e9:.1f}B")
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print(f"Stablecoin MCap: ${q['stablecoinMarketCap']/1e9:.1f}B")
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print(f"Derivatives Vol: ${q['derivativesVolume24H']/1e9:.1f}B")
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print(f"BTC Dominance: {data['btcDominance']:.2f}%")
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print(f"ETH Dominance: {data['ethDominance']:.2f}%")
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print(f"Active Cryptos: {data['activeCryptoCurrencies']}")
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print(f"Total Cryptos: {data['totalCryptoCurrencies']}")
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print(f"Active Exchanges: {data['activeExchanges']}")
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print(f"Active Pairs: {data['activeMarketPairs']}")
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# Yesterday comparison
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print(f"\nMCap Yesterday: ${q['totalMarketCapYesterday']/1e12:.2f}T")
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print(f"MCap Change: {q['totalMarketCapYesterdayPercentageChange']:+.2f}%")
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```
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---
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## Path 4: Historical OHLCV (candlestick data)
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```python
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import json, time
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now = int(time.time())
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# Daily candles for BTC over last 7 days
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resp = json.loads(http_get(
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"https://api.coinmarketcap.com/data-api/v3/cryptocurrency/historical"
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f"?id=1&convertId=2781&timeStart={now - 7*86400}&timeEnd={now}&interval=daily"
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))
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candles = resp['data']['quotes'] # list of OHLCV dicts
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for candle in candles:
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q = candle['quote']
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print(
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f"{candle['timeOpen'][:10]} "
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f"O={q['open']:,.0f} H={q['high']:,.0f} "
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f"L={q['low']:,.0f} C={q['close']:,.0f} "
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f"V=${q['volume']/1e9:.1f}B MCap=${q['marketCap']/1e12:.2f}T"
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)
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```
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Candle quote fields: `open, high, low, close, volume, marketCap, circulatingSupply, timestamp`
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Supported intervals: `daily`, `1h` (hourly). `5m` returns HTTP 500 — not supported.
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`convertId=2781` = USD. `timeStart`/`timeEnd` are Unix timestamps.
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---
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## Path 5: Exchange market pairs for a coin
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```python
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import json
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resp = json.loads(http_get(
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"https://api.coinmarketcap.com/data-api/v3/cryptocurrency/market-pairs/latest"
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"?id=1&start=1&limit=10&sort=volume"
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))
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data = resp['data']
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print(f"Total pairs for {data['name']}: {data['numMarketPairs']}")
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for pair in data['marketPairs']:
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print(
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f" {pair['exchangeName']:20} {pair['marketPair']:12} "
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f"${pair['price']:,.2f} Vol=${pair['volumeUsd']/1e6:.1f}M"
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)
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```
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Pair fields: `rank, exchangeId, exchangeName, exchangeSlug, marketId, marketPair, category (spot/futures), baseSymbol, quoteSymbol, baseCurrencyId, quoteCurrencyId, price, volumeUsd, effectiveLiquidity, lastUpdated, volumeBase, volumeQuote, depthUsdNegativeTwo, depthUsdPositiveTwo, feeType, isVerified, type (cex/dex)`
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---
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## Path 6: Exchange listings
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```python
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import json
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resp = json.loads(http_get(
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"https://api.coinmarketcap.com/data-api/v3/exchange/listing"
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"?start=1&limit=20&sortBy=score&sortType=desc"
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))
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exchanges = resp['data']['exchanges']
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for ex in exchanges:
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print(f" {ex['name']:30} score={ex.get('score')} trafficScore={ex.get('trafficScore')}")
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```
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Exchange fields: `id, name, slug, dexStatus, platformId, status, score, trafficScore, countries, fiats, filteredTotalVol24h`
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---
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## Path 7: Price conversion (cross-rate)
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```python
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import json
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# Convert 1 BTC → USD
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resp = json.loads(http_get(
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"https://api.coinmarketcap.com/data-api/v3/tools/price-conversion"
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"?amount=1&id=1&convert_id=2781"
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))
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result = resp['data']
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usd_price = result['quote'][0]['price']
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print(f"1 {result['symbol']} = ${usd_price:,.2f} USD")
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# Convert ETH → BTC
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resp2 = json.loads(http_get(
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"https://api.coinmarketcap.com/data-api/v3/tools/price-conversion"
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"?amount=1&id=1027&convert_id=1"
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))
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btc_price = resp2['data']['quote'][0]['price']
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print(f"1 ETH = {btc_price:.6f} BTC")
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```
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`id` = source coin CMC ID, `convert_id` = target currency CMC ID (2781=USD, 1=BTC, 1027=ETH, 825=USDT)
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---
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## Path 8: News / articles
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```python
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import json
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# News for a specific coin
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resp = json.loads(http_get(
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"https://api.coinmarketcap.com/content/v3/news?coins=1&limit=10"
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))
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for article in resp['data']:
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meta = article['meta']
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print(f" [{meta['sourceName']}] {meta['title']}")
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print(f" {article['createdAt'][:10]} — {meta['sourceUrl']}")
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```
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Article fields: `slug, cover, assets, createdAt` + nested `meta` with `title, subtitle, sourceName, sourceUrl, language, type, status, id, createdAt, updatedAt, releasedAt`
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Omit `coins=` param for general crypto news. Supports `limit` up to observed 50+ without errors.
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---
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## Path 9: __NEXT_DATA__ from HTML pages
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Use when you need data that isn't in the API (e.g. Fear & Greed index, CMC100 index, trending categories).
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### Main page (`coinmarketcap.com/`)
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```python
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import json, re
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html = http_get("https://coinmarketcap.com/")
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m = re.search(r'<script id="__NEXT_DATA__"[^>]+>([\s\S]*?)</script>', html)
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nd = json.loads(m.group(1))
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props = nd['props']
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# Global market metrics (same data as global-metrics API, faster from HTML)
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gm = props['pageProps']['globalMetrics']
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print(f"Total cryptos: {gm['numCryptocurrencies']}")
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print(f"BTC dominance: {gm['btcDominance']:.2f}%")
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print(f"Total MCap: ${gm['marketCap']/1e12:.2f}T")
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print(f"Total Vol 24h: ${gm['totalVol']/1e9:.1f}B")
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# Spot prices for BTC/ETH/USD/SATS/BITS (the "ticker bar" data)
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# props['quotesLatestData'] — 5 items with short field names
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for q in props['quotesLatestData']:
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print(f" {q['symbol']}: p={q['p']} p24h={q['p24h']:+.3f}%")
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# fields: id, symbol, p (price), p1h, p24h, p7d, p30d, p60d, p90d, pytd, t
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# Top 101 coins with full USD quotes — from dehydratedState
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queries = props['dehydratedState']['queries']
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homepage_q = next(q for q in queries if q['queryKey'] == ['homepage-data', 1, 100])
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listing = homepage_q['state']['data']['data']['listing']
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coins = listing['cryptoCurrencyList'] # 101 coins
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total = listing['totalCount']
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for c in coins:
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if c['symbol'] == 'BTC':
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usd = next(q for q in c['quotes'] if q['name'] == 'USD')
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print(f"BTC: #{c['cmcRank']} ${usd['price']:,.2f}")
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break
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# Page-level shared data (Fear & Greed index, CMC20, altcoin index)
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psd = props['pageProps']['pageSharedData']
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print("pageSharedData keys:", list(psd.keys()))
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# keys: topCategories, fearGreedIndexData, cmc100, cmc20, faqData, altcoinIndex, halvingInfo, deviceInfo
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```
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**Gotcha — regex pattern**: Use `[^>]+` to match the `crossorigin="anonymous"` attribute on the script tag. `type="application/json"` alone will miss it:
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```python
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# CORRECT
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m = re.search(r'<script id="__NEXT_DATA__"[^>]+>([\s\S]*?)</script>', html)
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# WRONG — returns None because of crossorigin attr
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m = re.search(r'<script id="__NEXT_DATA__" type="application/json">(.*?)</script>', html, re.DOTALL)
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```
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**`quotesLatestData` has only 5 entries** (SATS, BITS, BTC, ETH, USD) — it's the currency selector bar, not the full market ranking. For the full ranked listing use `dehydratedState`.
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**`cmcRank` is at coin top level**, not inside the USD quote object. The `cmcRank` field inside the quote dict is `None`.
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### Individual coin page (`/currencies/{slug}/`)
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```python
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import json, re
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html = http_get("https://coinmarketcap.com/currencies/bitcoin/")
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m = re.search(r'<script id="__NEXT_DATA__"[^>]+>([\s\S]*?)</script>', html)
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nd = json.loads(m.group(1))
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# All stats under props.pageProps.detailRes.detail.statistics
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stats = nd['props']['pageProps']['detailRes']['detail']['statistics']
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print(f"Price: ${stats['price']:,.2f}")
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print(f"Rank: #{stats['rank']}")
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print(f"MCap: ${stats['marketCap']:,.0f}")
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print(f"Vol 24h: ${stats['volume24h']:,.0f}")
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print(f"Circ Sup: {stats['circulatingSupply']:,.0f}")
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print(f"24h: {stats['priceChangePercentage24h']:+.2f}%")
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print(f"ATH: ${stats['highAllTime']:,.2f} ({stats['highAllTimeTimestamp']})")
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||||
print(f"ATL: ${stats['lowAllTime']:.4f}")
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```
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||||
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||||
`detailRes.detail` also contains: `name, symbol, slug, description, tags, urls (website/explorer/twitter/reddit), platforms, relatedCoins, holders, watchCount`
|
||||
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||||
**Note**: The currency page has no JSON-LD blocks — zero `<script type="application/ld+json">` elements.
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||||
|
||||
---
|
||||
|
||||
## Common coin IDs
|
||||
|
||||
| ID | Symbol | Name |
|
||||
|----|--------|------|
|
||||
| 1 | BTC | Bitcoin |
|
||||
| 1027 | ETH | Ethereum |
|
||||
| 52 | XRP | XRP |
|
||||
| 825 | USDT | Tether |
|
||||
| 1839 | BNB | BNB |
|
||||
| 3408 | USDC | USD Coin |
|
||||
| 5426 | SOL | Solana |
|
||||
| 74 | DOGE | Dogecoin |
|
||||
| 2781 | USD | US Dollar (for convert_id) |
|
||||
|
||||
Find IDs from the listing API: `c['id']` or from the detail API URL by looking up a slug first via the listing API's `c['slug']` field.
|
||||
|
||||
---
|
||||
|
||||
## Anti-bot / rate limits
|
||||
|
||||
**Main site (`coinmarketcap.com`):**
|
||||
- `http_get` works with the default `Mozilla/5.0` UA — no Cloudflare, no bot detection triggered.
|
||||
- Page loads are ~700ms for 690–710KB of HTML+`__NEXT_DATA__`.
|
||||
|
||||
**Internal API (`api.coinmarketcap.com`):**
|
||||
- No auth headers required. No `X-Request-Id` or `X-Forwarded-For` needed.
|
||||
- 25 rapid sequential calls with zero rate limiting or errors — no throttle observed at that volume.
|
||||
- Typical latency: 65–250ms per call.
|
||||
- `error_code: '0'` and `error_message: 'SUCCESS'` in every response; no `credit_count` consumed.
|
||||
|
||||
**v2 API (`api.coinmarketcap.com/v2/`):**
|
||||
- Returns HTTP 401 Unauthorized — requires API key. Do not use.
|
||||
|
||||
**Pro API (`pro-api.coinmarketcap.com`):**
|
||||
- Paid, requires `X-CMC_PRO_API_KEY` header. Do not test or call.
|
||||
|
||||
---
|
||||
|
||||
## Gotchas
|
||||
|
||||
- **No JSON-LD on any page tested** — coin pages have zero `<script type="application/ld+json">` elements. Don't look for schema.org markup.
|
||||
|
||||
- **`__NEXT_DATA__` regex**: Must use `[^>]+` between `__NEXT_DATA__"` and `>` — the tag has `crossorigin="anonymous"` which breaks a naive `type="application/json">` match.
|
||||
|
||||
- **`cmcRank` location on homepage listing**: It's `c['cmcRank']` (top-level), NOT inside `c['quotes'][n]['cmcRank']` (that field is always `None`).
|
||||
|
||||
- **5m/sub-hourly OHLCV not available**: Interval `5m` returns HTTP 500. Use `1h` for sub-daily and `daily` for longer ranges.
|
||||
|
||||
- **v2 API is auth-only**: `api.coinmarketcap.com/v2/...` requires API key (401). The equivalent data is available via `data-api/v3/` without auth.
|
||||
|
||||
- **`convert` param accepts symbols not just IDs** in the listing API, but `convert_id` in the price-conversion API requires numeric IDs (e.g. `2781` not `USD`).
|
||||
|
||||
- **Circulating supply**: `c['circulatingSupply']` at the coin top level in the listing response — not inside the quote. The quote has `marketCap` which equals `price * circulatingSupply`.
|
||||
|
||||
- **Multiple quotes per coin**: The listing API returns multiple quote objects when you request multiple convert currencies. Always filter by `q['name'] == 'USD'` (or your target currency) before reading price fields.
|
||||
|
||||
- **Pagination**: `start` is 1-indexed (not 0-indexed). `start=1&limit=100` returns items 1–100, `start=101&limit=100` returns items 101–200.
|
||||
Reference in new issue
Block a user