SiftingIO

Real-time and historical market data APIs for stocks, FX, crypto, commodities, DEX, and on-chain markets. REST, WebSocket, unified schema.

[SiftingIO @SiftingIO]

Bollinger Bands in Python: compute them with pandas from daily OHLCV bars, verify the math by hand, then add live WebSocket prices without mixing ticks into your candle series.

https://t.co/x5NuIDvFfS

#python #marketdata

[SiftingIO @SiftingIO]

Candlestick chart in Python with Plotly: BTCUSD OHLCV bars, a volume panel, UTC timestamps, one interactive HTML file.

https://t.co/FJkCAnyo40

#python #plotly

[SiftingIO @SiftingIO]

Gold-silver ratio in Python: align XAUUSD and XAGUSD timestamps, keep missing bars as gaps, avoid misleading ratio candles.

https://t.co/s3LaDsOOf1

#python #commodities

[SiftingIO @SiftingIO]

Forex API JSON in JavaScript: a multi-pair watchlist in Node.js. Missing pairs stay visible, prices keep their own UTC time.

https://t.co/k6ilMmkAtW

#forexapi #javascript

[SiftingIO @SiftingIO]

Normalize prices to 100 in Python: EURUSD, XAUUSD, AAPL and BTCUSD on one chart with a shared baseline. Tested pandas code.

https://t.co/EpxmhTOEi2

#python #marketdata

[SiftingIO @SiftingIO]

Market data API caching in Node.js: choosing a TTL per endpoint, safe cache keys, request coalescing, and why cache age is not price age. Tested example in the post.

https://t.co/Jfa8rAK7yk

#marketdata #nodejs

[SiftingIO @SiftingIO]

Currency conversion in JavaScript: inverse FX rates, exact rounding, Intl.NumberFormat. Code and tests:

https://t.co/tEw3a2Zmyf

#javascript #forex

[SiftingIO @SiftingIO]

Stop-loss and take-profit in the same candle: OHLC bars can't tell you which hit first. Detect it in Python, test fill rules:

https://t.co/9QCjjd01vt

#backtesting #python

[SiftingIO @SiftingIO]

Historical forex data in CSV or Excel: a practical guide. Download EURUSD OHLC bars, check UTC timestamps and candle completeness, then calculate price changes in a worksheet.

https://t.co/77PwlaUFyP

#forex #marketdata

[SiftingIO @SiftingIO]

Market data monitoring with Prometheus: a Python adapter that exports tick age per symbol, flags feeds that went silent while still connected, and checks market status before alerting. Credential-free demo.

https://t.co/EXxj0QjED9

#prometheus #marketdata

[SiftingIO @SiftingIO]

Align stock and crypto returns in Python: crypto never closes, stocks do. Use one session close for both.

https://t.co/RSSzwPDALc

#python #pandas

[SiftingIO @SiftingIO]

API key 401 Unauthorized vs 403: one means the server can't identify you, the other means your plan doesn't cover that market. Curl checks and a Python test that keeps keys out of logs.

https://t.co/BoUREPO9d2

#api #marketdata

[SiftingIO @SiftingIO]

Home Assistant stock price sensor in YAML: a REST sensor on /v1/last/quote/stocks/AAPL, polling only during market hours, with a freshness label and a request budget for three stocks.

https://t.co/CQ4q4GXZlM

#homeassistant #marketdata

[SiftingIO @SiftingIO]

DuckDB for market data CSV exports: five SQL recipes to check OHLCV coverage, find timestamp gaps, and compute close returns.

https://t.co/6iiPYnIVpD

#duckdb #marketdata

[SiftingIO @SiftingIO]

Google Sheets market data template: copy one watchlist for stocks, crypto, forex and commodities. Refresh from the menu.

https://t.co/pOoYyfYFkr

#googlesheets #marketdata

[SiftingIO @SiftingIO]

Move a Pipedream price alert to n8n: map the API key, the schedule and the saved state, then verify the handover with an AAPL workflow.

https://t.co/PdDspDmSeF

#n8n #marketdata

[SiftingIO @SiftingIO]

WebSocket fan-out with Redis pub/sub: one market data connection, ticks republished to every service. Python code.

https://t.co/E2Gh39iJV7

#websocket #redis

[SiftingIO @SiftingIO]

Market data API request calculator: symbols x polling interval x hours, plus backfill. Shared workers cut per-user polling by 10x. Worked examples and a Python script to size your plan.

https://t.co/SQa7ziiUy8

#marketdata #api

[SiftingIO @SiftingIO]

Parse JSON numbers as decimals or your market data drifts: 0.1 becomes a double, then a sum, then a wrong total. Tested Python, Go and JS patterns plus a precision regression test.

https://t.co/ToNMjSxmU9

#marketdata #python

[Mike | Open Crypto Tracker/Slideshow Crypto Ticker @taoteh1221]

I just merged @SiftingIO stock market support into Open Crypto Tracker's codebase today. They provide 10,000 monthly live data requests for their FREE Tier, with no credit card required. Premium support is builtin as well. Shipping in v6.01.10, roughly by next weekend (with some other non-related bug fixes).
https://t.co/QTJHkRoTSk