Large-cap price/sentiment divergence
Flags stocks Guavy covers where 7-day price and sentiment are pulling in opposite directions, a contrarian shortlist.
// The Problem
What this recipe solves
A large cap grinding higher while its coverage sours, or selling off while the mood turns constructive, is the setup a screener built on price alone cannot see. This scans every stock Guavy covers for that gap.
// The Script
Copy, run, ship
Drop this script into your project and run it locally or on a
cron. Set GUAVY_KEY in your
environment, swap the symbols, and go.
# large_cap_divergence.py
import os, requests
API = "https://guavy.com/api/v2/stocks"
H = {"Authorization": f"Bearer {os.environ['GUAVY_KEY']}"}
TICKERS = "AAPL AMGN AMZN AXP BA CAT CRM CSCO CVX DIS DOW GS HD HON IBM JNJ JPM KO MCD MMM MRK MSFT NKE NVDA PG SHW TRV UNH V WMT GOOG GOOGL".split()
for sym in TICKERS:
r = requests.get(
f"{API}/technical-analysis/get-price-history/{sym}",
headers=H, params={"limit": 8}
)
if r.status_code != 200:
continue
prices = r.json()["price_history"]
prices.sort(key=lambda p: p["timestamp"])
if len(prices) < 8:
continue
change = (prices[-1]["price"] - prices[-8]["price"]) / prices[-8]["price"] * 100
sent = requests.get(
f"{API}/sentiment/get-sentiment-history/{sym}",
headers=H, params={"limit": 7}
).json()["sentiment"]
net = sum(r["positive"] - r["negative"] for r in sent)
if change > 5 and net < 0:
print(f"{sym}: price +{change:.1f}% but sentiment net-negative ({net})")
elif change < -5 and net > 0:
print(f"{sym}: price {change:.1f}% but sentiment net-positive (+{net})")
// Guavy Tools in Play
2 tools, one script
This script calls 2 endpoints from the Guavy REST API. Every data point maps back to the endpoint it came from.
// Keep Exploring
Related recipes
Same API key, a different job.
// Get started
Run this recipe on the free plan
Grab a free API key, set it as an env var, and run the script. Free sandbox forever.