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.
Tag · crypto
crypto
12 posts on crypto from the SiftingIO market data blog, spanning real-time and historical coverage across stocks, forex, crypto, commodities, and on-chain venues.
Posts tagged crypto
Plotting trades on a price chart: get the exact 1-minute bar at the fill time
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.
When does the weekly candle open and close? Weekly bar boundaries by asset class
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.
Technical signals API: pull RSI, MACD, and moving average summaries in one REST call
SiftingIO's technical signals API: live RSI, MACD, and moving average summaries plus per-bar signal history with cross events, over two REST endpoints.
Daily candle open and close times: forex, crypto and US stocks
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.
Market data MCP server: one connector for stocks, forex, crypto, DEX, commodities, and fundamentals
SiftingIO's MCP server gives an AI assistant forex, stock, crypto, commodity, DEX, and fundamentals data through one connector and a single API key.
Golang WebSocket market data: stream real-time forex and crypto prices
Stream real-time forex and crypto prices in Go over WebSocket: authenticate, subscribe, parse tick frames, and handle pings and reconnects with working code.
Live bid and ask price API: build a correct EURUSD and BTCUSD quote client
How to read live bid and ask prices for EURUSD and BTCUSD over REST and WebSocket: string-typed fields, epoch milliseconds, ping keepalive, and rate limits.
Bid ask spread: how to read a quote and flag a wide or stale one in code
How to read bid and ask from a quote snapshot, compute the bid ask spread in basis points, and flag wide or stale quotes in Python before users see them.
Market data over FIX 4.4 for high-performance trading systems
Pull cross-venue reference prices over a FIX 4.4 market-data session for crypto, forex, and metals, then feed them into MetaTrader. Market data only.
Detecting a stale or manipulated quote with a cross-venue consensus price
How to use a robust cross-venue fair price as a validation layer to flag when one venue is printing a stale, thin, or manipulated quote.
Real-time FX and crypto quotes: REST snapshots and WebSocket streams
How to read real-time FX and crypto quotes from SiftingIO: REST bid/ask snapshots for EURUSD and BTCUSD, WebSocket tick streams, and the pitfalls in between.