
Align stock and crypto returns in Python: use the same closing time
Compare stock and crypto close-to-close returns on one session calendar. A tested pandas example handles DST, early closes and missing observations.
9 posts on us stocks from the SiftingIO market data blog, spanning real-time and historical coverage across stocks, forex, crypto, commodities, and on-chain venues.

Compare stock and crypto close-to-close returns on one session calendar. A tested pandas example handles DST, early closes and missing observations.

Build a Home Assistant stock price sensor with YAML, market-hours polling and freshness labels. Includes a request budget for a three-stock watchlist.

Detect missing candles in OHLCV bar data with a UTC grid and a trading calendar, then backfill safely without forward-filling volume or range.

How to fetch the exact 1-minute OHLCV bar under each trade fill for stocks, forex, and crypto with one API, with verified page limits, intervals, and pagination.

Weekly candle open and close times for forex, crypto, and US stocks, and how to rebuild either week convention from timestamped SiftingIO bars in pandas.

SiftingIO's technical signals API: live RSI, MACD, and moving average summaries plus per-bar signal history with cross events, over two REST endpoints.

Compare daily candle open and close times for forex, crypto and US stocks, including UTC vs New York cutoffs, daylight saving and regular trading sessions.

Pre-market, regular hours, and after-hours US stock sessions with times in ET and UTC, what data exists in each, and how an app should handle the boundaries.

Build a live US stock price and chart page: backfill adjusted OHLCV history over REST, stream real-time ticks over WebSocket, and handle market sessions.