
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.
8 posts on market hours 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.

Build an n8n price alert for Slack with market-hours checks, input validation, and state that detects level crossings between sampled prices.

Delayed vs live stock prices look identical on screen. Decide per feature which one you need, measure freshness without fooling yourself, and label it honestly.

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.

The four forex sessions in UTC, their overlaps, why London to New York carries the most volume, and how spreads behave at rollover and in the quiet hours.

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.