crowdwisdomtrading

What thousands of pro traders think about any ticker, in one number.

Every day CrowdWisdom Trading reads what pro traders say on YouTube, X, StockTwits, Reddit, broker platforms, podcasts and newsletters, and turns it into a ProCrowdSentimentScore from -100 (everyone short) to +100 (everyone long), with ProTraders: how many distinct traders stand behind it.

Covers US stocks and ETFs, crypto, futures, indices and FX. Daily and weekly. Start free, no account, no key.

pip install crowdwisdomtrading

from crowdwisdomtrading import Client

c = Client()
c.daily_sentiment("NVDA")      # free: today's crowd score
c.weekly_sentiment("BTC-USD")  # free: this week's

{"ticker": "NVDA", "cycle": "daily", "date": "2026-11-06",
 "ProCrowdSentimentScore": 26.5, "ProTraders": 1746}

Free and paid

Free calls: 50 a day per IP address for each. Tickers: AAPL, NVDA, BTC-USD, GC=F, ^SPX, EURUSD=X, ...

Paying per call (no account)

Paid calls use x402: the API states the price, the package pays it in USDC on Base and returns the data with a receipt. No sign-up, no API key, a failed call is never charged.

pip install "crowdwisdomtrading[x402]"
export X402_WALLET_PRIVATE_KEY=0x...    # a wallet with a few dollars of USDC on Base

c = Client()
c.consensus("AAPL")            # $0.10
c.setup_latest("AAPL")         # $0.50
c.crowdmap("AAPL")             # $0.30
c.last_receipt                 # {"transaction": "0x...", "network": "eip155:8453", ...}

Monthly plan customers use their key instead (CWT_API_KEY=cwt_live_...); a key always wins over a wallet. Fund the wallet with small amounts: the package pays only the quoted price.

More

c.consensus("NVDA", as_of="2026-11-04")        # the crowd as it was on that day
c.history("NVDA", "2026-10-01", "2026-10-31")  # only predictions published by the end date

Answers for past dates are cached on disk (~/.crowdwisdomtrading/cache), so a backtest pays once per ticker and day; live answers are cached for 10 minutes. Client(cache=False) turns it off.

Command line:

crowdwisdomtrading daily NVDA
crowdwisdomtrading weekly BTC-USD
crowdwisdomtrading catalog

Integrations

virattt/ai-hedge-fund: a ready crowd-sentiment model. pip install "crowdwisdomtrading[aihf]", then

from crowdwisdomtrading.aihf import CrowdConsensusModel
ALPHA_MODEL_REGISTRY["crowd"] = CrowdConsensusModel

It returns a signal from -1 to +1 per ticker and date, never looks at data after that date, and abstains when the crowd data is older than 10 days.

Links and notes

• Docs, prices and plans: https://crowdwisdomtrading.com/x402?utm_source=pypi&utm_medium=readme&utm_campaign=crowdwisdomtrading
• Live price list: https://api.crowdwisdomtrading.com/x402/catalog
• Aggregated crowd opinion for research. Not investment advice. Payments are final; a failed call is not charged.