ADR/H-share/A-share cross-listing premium analysis — track pricing gaps between US-listed ADRs, HK-listed H-shares, and A-shares for arbitrage signals, dual-listing valuation, and delisting risk assessment.
日本語の概要は準備中です。原文の説明を表示しています。
OKX cryptocurrency market data interface. Uses the OKX V5 REST API to retrieve spot, derivatives, index, and other crypto market data, including real-time prices, candlesticks, funding rates, open interest, and more. No authentication required, free to use.
インストールする前に、エージェントに与えられる指示の中身を確認できます。
The OKX V5 REST API provides comprehensive cryptocurrency market data covering spot, perpetual swaps, delivery futures, options, and more. All market-data endpoints are public and can be called directly without authentication. The data comes from OKX, the world's second-largest cryptocurrency exchange.
requests dependency.pip install requests pandas
import requests
import pandas as pd
BASE_URL = "https://www.okx.com/api/v5"
# Get the latest BTC-USDT market quote
resp = requests.get(f"{BASE_URL}/market/ticker", params={"instId": "BTC-USDT"})
data = resp.json()["data"][0]
print(f"BTC last price: {data['last']} 24h change: {float(data['last'])/float(data['open24h'])*100-100:.2f}%")
instId):
BTC-USDT, ETH-USDTBTC-USDT-SWAP, ETH-USDT-SWAPBTC-USDT-250328 (expiry date in YYMMDD)BTC-USD-250328-95000-C (expiry-strike-C/P)BTC-USD, ETH-USDbar): 1m, 3m, 5m, 15m, 30m, 1H, 2H, 4H, 6H, 12H, 1D, 1W, 1MinstType): SPOT (spot), SWAP (perpetual), FUTURES (delivery), OPTION (option)1773763200000)code=0 indicates success, and data is returned in the data fieldLink convention: every link to
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| ID | Endpoint Path | Title (Detailed Documentation) | Category | Description |
|---|---|---|---|---|
| 1 | /market/ticker | Single Ticker | Spot Market | Retrieve the latest market data for a single trading instrument, including last price, bid/ask, 24h volume, and more |
| 2 | /market/tickers | Batch Tickers | Spot Market | Retrieve all market data for a given instrument class (SPOT/SWAP/FUTURES/OPTION) in batch |
| 3 | /market/candles | Candlestick Data | Spot Market | Retrieve candlestick (OHLCV) data with multiple supported intervals |
| 4 | /market/trades | Recent Trades | Spot Market | Retrieve recent trade-level details |
| 5 | /public/instruments | Instrument List | Spot Market | Retrieve metadata for all tradable instruments, including minimum order size and price precision |
| 6 | /market/books | Order Book Depth | Spot Market | Retrieve bid/ask order book depth data |
| 7 | /public/funding-rate | Funding Rate | Derivatives Market | Retrieve current and historical funding rates for perpetual contracts |
| 8 | /public/funding-rate-history | Historical Funding Rate | Derivatives Market | Retrieve historical funding-rate data for perpetual contracts |
| 9 | /public/mark-price | Mark Price | Derivatives Market | Retrieve mark prices for derivatives, used for PnL and liquidation calculations |
| 10 | /public/open-interest | Open Interest | Derivatives Market | Retrieve open-interest data for derivatives |
| 11 | /public/price-limit | Price Limit | Derivatives Market | Retrieve the current maximum and minimum price limits for derivatives |
| 12 | /market/index-tickers | Index Tickers | Index Market | Retrieve index price market data |
| 13 | /market/index-candles | Index Candles | Index Market | Retrieve index candlestick data |
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概要と使いどころ
ADR/H-share/A-share cross-listing premium analysis — track pricing gaps between US-listed ADRs, HK-listed H-shares, and A-shares for arbitrage signals, dual-listing valuation, and delisting risk assessment.
日本語の概要は準備中です。原文の説明を表示しています。
AKShare financial data aggregator (18k+ stars). Free, no API key. Covers A-shares, US, HK, futures, macro, forex. Primary fallback for tushare and yfinance.
日本語の概要は準備中です。原文の説明を表示しています。
Browse and bench the bundled alpha zoos — prebuilt cross-sectional factor libraries (Kakushadze 101, GTJA 191, Qlib 158, Fama-French / Carhart). Use when the user asks "which alphas exist", wants metadata on a named alpha, or wants to run IC/IR on a whole zoo over a universe.
日本語の概要は準備中です。原文の説明を表示しています。
A 股 ST/*ST 风险预测框架 — 基于最新中报/三季报或业绩预告/快报,预测下一财年是否会因营收、利润、净资产、分红不达标而被风险警示,并将新浪监管处罚记录作为独立证据面纳入风险等级。仅适用于 A 股,不预测财务造假。
日本語の概要は準備中です。原文の説明を表示しています。
Asset allocation theory and optimizer usage — MPT / Black-Litterman / risk budgeting / all-weather strategy, including guides for 5 optimizers and rebalancing rules.
日本語の概要は準備中です。原文の説明を表示しています。
Diagnose failed or underperforming backtests, locate the root cause, and fix the issue
日本語の概要は準備中です。原文の説明を表示しています。