Recorded series: bars or points of one metric for one perpetual (price, OI, funding, CVD, liquidations, long/short, RSI and more)
get_seriesFetch historical time series for one crypto perpetual metric—price, funding, open interest, liquidations, CVD, and more—to chart, backtest, or review recent market behavior.
Instructions
Call this when the user wants the history of one recorded metric for one perpetual as a time series: price candles, volume, perp or spot CVD, open interest, funding, liquidations, long/short ratios, RSI, the Coinbase premium, US spot ETF flows, borrow rates or Hyperliquid whale net flow, for charting, backtesting or "what did X do over the last N days". Returns the /api/series answer (points as [t, v], or [t, o, h, l, c, v] for price, with unit, kind, source and source_kind, the bars served and whether member depth applied) plus provenance. metric is one of: price, volume, cvd_perp, cvd_spot, oi, funding, liquidations, long_short, top_traders, rsi, premium, etf_flow, borrow, whale_net (unit, finest period and venue support of each: https://bykaranteli.com/api/series/metrics). Public depth serves fewer bars and no 5m bars; a Builder key and above get member depth; the bar limits are in the same list. Pass from and to (ISO) for a window, or limit for the newest bars.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| to | No | string, optional ISO end (default now) | |
| from | No | string, optional ISO start, e.g. 2026-09-01T00:00:00Z | |
| limit | No | number, optional newest bars, 10..5000; the key's depth caps it | |
| venue | No | string, optional venue id for price, oi, funding or borrow, e.g. okx (default binance) | |
| metric | Yes | string, metric key, e.g. price, oi, funding, liquidations (list: /api/series/metrics) | |
| period | No | string, optional bar period: 5m | 15m | 1h | 4h | 1d (default 1h; each metric has a finest period) | |
| symbol | No | string, optional Binance USDT-M perp or coin, e.g. BTCUSDT or BTC (default BTCUSDT) |