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<style>ul { margin-bottom: -10px; }</style>
# [<-](Examples?id=python)
# CCXT Python Examples
To run Python examples from any folder, type in console:
```shell
python path/to/example.py # substitute for actual filename here
```
Example files starting with `async-` require Python 3.6 with `async`/`await` and async generators support.
![basic-chart](https://user-images.githubusercontent.com/1294454/29979754-6d62354c-8f4f-11e7-9e0a-22e87b4a093b.jpg)
## See Also
[co3k-crypto-currency-note](https://github.com/co3k/co3k-crypto-currency-note/blob/master/Untitled.ipynb) – an example of using ccxt to fetch OHLCV candles from Kraken and charting them with matplotlib in a Jupyter Notebook, made by [co3k](https://github.com/co3k).
- [Aiohttp Custom Session Connector](./examples/py/aiohttp-custom-session-connector.md)
- [All Exchanges](./examples/py/all-exchanges.md)
- [Arbitrage Pairs](./examples/py/arbitrage-pairs.md)
- [Asciichart](./examples/py/asciichart.md)
- [Async Analyse Augur V1 Vs V2 Exchanges](./examples/py/async-analyse-augur-v1-vs-v2-exchanges.md)
- [Async Balance Coinbasepro](./examples/py/async-balance-coinbasepro.md)
- [Async Balance Gdax](./examples/py/async-balance-gdax.md)
- [Async Balance](./examples/py/async-balance.md)
- [Async Balances](./examples/py/async-balances.md)
- [Async Basic Callchain](./examples/py/async-basic-callchain.md)
- [Async Basic Orderbook](./examples/py/async-basic-orderbook.md)
- [Async Basic Rate Limiter](./examples/py/async-basic-rate-limiter.md)
- [Async Basic](./examples/py/async-basic.md)
- [Async Binance Cancel Option Order](./examples/py/async-binance-cancel-option-order.md)
- [Async Binance Create Margin Order](./examples/py/async-binance-create-margin-order.md)
- [Async Binance Create Option Order](./examples/py/async-binance-create-option-order.md)
- [Async Binance Create Trailing Percent Order](./examples/py/async-binance-create-trailing-percent-order.md)
- [Async Binance Fetch Margin Balance With Options](./examples/py/async-binance-fetch-margin-balance-with-options.md)
- [Async Binance Fetch Margin Balance With Params](./examples/py/async-binance-fetch-margin-balance-with-params.md)
- [Async Binance Fetch Option Ohlcv](./examples/py/async-binance-fetch-option-OHLCV.md)
- [Async Binance Fetch Option Details](./examples/py/async-binance-fetch-option-details.md)
- [Async Binance Fetch Option Order](./examples/py/async-binance-fetch-option-order.md)
- [Async Binance Fetch Option Orderbook](./examples/py/async-binance-fetch-option-orderbook.md)
- [Async Binance Fetch Option Position](./examples/py/async-binance-fetch-option-position.md)
- [Async Binance Fetch Option Ticker](./examples/py/async-binance-fetch-option-ticker.md)
- [Async Binance Fetch Ticker Continuously](./examples/py/async-binance-fetch-ticker-continuously.md)
- [Async Binance Futures Vs Spot](./examples/py/async-binance-futures-vs-spot.md)
- [Async Binance Margin Borrow](./examples/py/async-binance-margin-borrow.md)
- [Async Binance Margin Repay](./examples/py/async-binance-margin-repay.md)
- [Async Binance Usdm Fetch Continuous Klines Ohlcv](./examples/py/async-binance-usdm-fetch-continuous-klines-ohlcv.md)
- [Async Bitfinex Public Get Symbols](./examples/py/async-bitfinex-public-get-symbols.md)
- [Async Bitget Perpetual Futures Swaps](./examples/py/async-bitget-perpetual-futures-swaps.md)
- [Async Bitstamp Create Limit Buy Order](./examples/py/async-bitstamp-create-limit-buy-order.md)
- [Async Bitstamp Create Order Cancel Order](./examples/py/async-bitstamp-create-order-cancel-order.md)
- [Async Bittrex Orderbook](./examples/py/async-bittrex-orderbook.md)
- [Async Bybit Transfer](./examples/py/async-bybit-transfer.md)
- [Async Fetch Balance](./examples/py/async-fetch-balance.md)
- [Async Fetch Many Orderbooks Continuously](./examples/py/async-fetch-many-orderbooks-continuously.md)
- [Async Fetch Ohlcv Indicators Discord Webhook](./examples/py/async-fetch-ohlcv-indicators-discord-webhook.md)
- [Async Fetch Ohlcv Multiple Symbols Continuously](./examples/py/async-fetch-ohlcv-multiple-symbols-continuously.md)
- [Async Fetch Order Book From Many Exchanges](./examples/py/async-fetch-order-book-from-many-exchanges.md)
- [Async Fetch Ticker](./examples/py/async-fetch-ticker.md)
- [Async Gather Concurrency](./examples/py/async-gather-concurrency.md)
- [Async Gdax Fetch Order Book Continuously](./examples/py/async-gdax-fetch-order-book-continuously.md)
- [Async Generator Basic](./examples/py/async-generator-basic.md)
- [Async Generator Multiple Tickers](./examples/py/async-generator-multiple-tickers.md)
- [Async Generator Ticker Poller](./examples/py/async-generator-ticker-poller.md)
- [Async Hollaex Sandbox](./examples/py/async-hollaex-sandbox.md)
- [Async Instantiate All At Once](./examples/py/async-instantiate-all-at-once.md)
- [Async Kucoin Rate Limit](./examples/py/async-kucoin-rate-limit.md)
- [Async Macd](./examples/py/async-macd.md)
- [Async Market Making Symbols](./examples/py/async-market-making-symbols.md)
- [Async Multiple Accounts](./examples/py/async-multiple-accounts.md)
- [Async Multiple Parallel Calls](./examples/py/async-multiple-parallel-calls.md)
- [Async Okx Create Margin Order](./examples/py/async-okx-create-margin-order.md)
- [Async Okx Margin Borrow](./examples/py/async-okx-margin-borrow.md)
- [Async Okx Margin Repay](./examples/py/async-okx-margin-repay.md)
- [Async Okx Positional Orders](./examples/py/async-okx-positional-orders.md)
- [Async Orderbooks From Multiple Exchanges At Once](./examples/py/async-orderbooks-from-multiple-exchanges-at-once.md)
- [Async Orderbooks](./examples/py/async-orderbooks.md)
- [Async Rtt](./examples/py/async-rtt.md)
- [Async Theocean Orderbook](./examples/py/async-theocean-orderbook.md)
- [Async Theocean Tickers](./examples/py/async-theocean-tickers.md)
- [Async Ticker](./examples/py/async-ticker.md)
- [Async Tickers From Many Exchanges At Once](./examples/py/async-tickers-from-many-exchanges-at-once.md)
- [Async Tickers](./examples/py/async-tickers.md)
- [Async With Threads](./examples/py/async-with-threads.md)
- [Async](./examples/py/async.md)
- [Balance Coinbasepro](./examples/py/balance-coinbasepro.md)
- [Balance Gdax](./examples/py/balance-gdax.md)
- [Balance Kraken](./examples/py/balance-kraken.md)
- [Balances](./examples/py/balances.md)
- [Basic Chart](./examples/py/basic-chart.md)
- [Basic Rate Limiting](./examples/py/basic-rate-limiting.md)
- [Binance Batch Orders](./examples/py/binance-batch-orders.md)
- [Binance Coin Margined Take Profit](./examples/py/binance-coin-margined-take-profit.md)
- [Binance Conditional Orders](./examples/py/binance-conditional-orders.md)
- [Binance Create Oco Order With Implicit Methods](./examples/py/binance-create-oco-order-with-implicit-methods.md)
- [Binance Ema](./examples/py/binance-ema.md)
- [Binance Fetch All My Trades Paginate By Id](./examples/py/binance-fetch-all-my-trades-paginate-by-id.md)
- [Binance Fetch All My Trades](./examples/py/binance-fetch-all-my-trades.md)
- [Binance Fetch All Trades](./examples/py/binance-fetch-all-trades.md)
- [Binance Fetch Ohlcv Closing Time 1](./examples/py/binance-fetch-ohlcv-closing-time-1.md)
- [Binance Fetch Ohlcv Closing Time 2](./examples/py/binance-fetch-ohlcv-closing-time-2.md)
- [Binance Fetch Ohlcv Pagination](./examples/py/binance-fetch-ohlcv-pagination.md)
- [Binance Fetch Ohlcv Quote Volume](./examples/py/binance-fetch-ohlcv-quote-volume.md)
- [Binance Fetch Ohlcv To Csv](./examples/py/binance-fetch-ohlcv-to-csv.md)
- [Binance Fetch Ohlcv](./examples/py/binance-fetch-ohlcv.md)
- [Binance Fiat](./examples/py/binance-fiat.md)
- [Binance Futures Margin](./examples/py/binance-futures-margin.md)
- [Binance Futures Positions](./examples/py/binance-futures-positions.md)
- [Binance Futures Set Leverage Implicit Api](./examples/py/binance-futures-set-leverage-implicit-api.md)
- [Binance Futures Set Leverage](./examples/py/binance-futures-set-leverage.md)
- [Binance Market Order Quote Usdt](./examples/py/binance-market-order-quote-usdt.md)
- [Binance Poll Balance](./examples/py/binance-poll-balance.md)
- [Binance Poll Positions](./examples/py/binance-poll-positions.md)
- [Binance Savings Endpoints](./examples/py/binance-savings-endpoints.md)
- [Binance Spot Trailing](./examples/py/binance-spot-trailing.md)
- [Binance Stop Loss Take Profit](./examples/py/binance-stop-loss-take-profit.md)
- [Binance Test Order](./examples/py/binance-test-order.md)
- [Binance Universal Transfer](./examples/py/binance-universal-transfer.md)
- [Binance Usdm Fetch Continuous Klines Ohlcv](./examples/py/binance-usdm-fetch-continuous-klines-ohlcv.md)
- [Bitfinex Rate Limiting](./examples/py/bitfinex-rate-limiting.md)
- [Bitget Perpetual Futures Swaps](./examples/py/bitget-perpetual-futures-swaps.md)
- [Bitmex Cancel Orders](./examples/py/bitmex-cancel-orders.md)
- [Bitmex Create Order](./examples/py/bitmex-create-order.md)
- [Bitmex Fetch Ohlcv With Extra Params](./examples/py/bitmex-fetch-ohlcv-with-extra-params.md)
- [Bitmex Ohlcv Convert 5m To 15m](./examples/py/bitmex-ohlcv-convert-5m-to-15m.md)
- [Bitmex Order Value](./examples/py/bitmex-order-value.md)
- [Bittrex Fetch Closed Orders History](./examples/py/bittrex-fetch-closed-orders-history.md)
- [Build Ohlcv Bars](./examples/py/build-ohlcv-bars.md)
- [Builtin Rate Limiting Long Poller](./examples/py/builtin-rate-limiting-long-poller.md)
- [Bybit Usdc Create Option Order](./examples/py/bybit-USDC-create-option-order.md)
- [Bybit Conditional Orders](./examples/py/bybit-conditional-orders.md)
- [Bybit Positions](./examples/py/bybit-positions.md)
- [Bybit Trailling](./examples/py/bybit-trailling.md)
- [Bybit Updated](./examples/py/bybit-updated.md)
- [Cli](./examples/py/cli.md)
- [Coinbase Cancel Order](./examples/py/coinbase-cancel-order.md)
- [Coinbase Create Order](./examples/py/coinbase-create-order.md)
- [Coinbase Fetch Ohlcv](./examples/py/coinbase-fetch-OHLCV.md)
- [Coinbase Fetch Order](./examples/py/coinbase-fetch-order.md)
- [Coinbase Fetch Ticker](./examples/py/coinbase-fetch-ticker.md)
- [Coinbase Fetch Trades](./examples/py/coinbase-fetch-trades.md)
- [Coinbasepro Fetch My Trades Pagination](./examples/py/coinbasepro-fetch-my-trades-pagination.md)
- [Coinex Futures](./examples/py/coinex-futures.md)
- [Coinone Fetch Tickers](./examples/py/coinone-fetch-tickers.md)
- [Coinone Markets](./examples/py/coinone-markets.md)
- [Compare Two Exchanges Capabilities](./examples/py/compare-two-exchanges-capabilities.md)
- [Create Order Position With Takeprofit Stoploss](./examples/py/create-order-position-with-takeprofit-stoploss.md)
- [Create Order Ws Example](./examples/py/create-order-ws-example.md)
- [Create Orders Example](./examples/py/create-orders-example.md)
- [Create Trailing Amount Order](./examples/py/create-trailing-amount-order.md)
- [Create Trailing Percent Order](./examples/py/create-trailing-percent-order.md)
- [Exchange Save Load Markets Cache](./examples/py/exchange-save-load-markets-cache.md)
- [Exchanges By Country](./examples/py/exchanges-by-country.md)
- [Exchanges](./examples/py/exchanges.md)
- [Fetch All Okex Ohclv](./examples/py/fetch-all-okex-ohclv.md)
- [Fetch All Tickers](./examples/py/fetch-all-tickers.md)
- [Fetch Balance Asset Valuation](./examples/py/fetch-balance-asset-valuation.md)
- [Fetch Bitfinex Ohlcv History](./examples/py/fetch-bitfinex-ohlcv-history.md)
- [Fetch Coinbasepro Ohlcv Sequentially](./examples/py/fetch-coinbasepro-ohlcv-sequentially.md)
- [Fetch Create Deposit Address](./examples/py/fetch-create-deposit-address.md)
- [Fetch First Ohlcv Timestamp](./examples/py/fetch-first-ohlcv-timestamp.md)
- [Fetch Gdax Ohlcv Sequentially](./examples/py/fetch-gdax-ohlcv-sequentially.md)
- [Fetch Ohlcv Cex](./examples/py/fetch-ohlcv-cex.md)
- [Fetch Ohlcv Kraken](./examples/py/fetch-ohlcv-kraken.md)
- [Fetch Ohlcv Many Exchanges Continuosly](./examples/py/fetch-ohlcv-many-exchanges-continuosly.md)
- [Fetch Ohlcv Mark Index Price](./examples/py/fetch-ohlcv-mark-index-price.md)
- [Fetch Ohlcv On New Candle](./examples/py/fetch-ohlcv-on-new-candle.md)
- [Fetch Ohlcv Sequentially](./examples/py/fetch-ohlcv-sequentially.md)
- [Fetch Ohlcv](./examples/py/fetch-ohlcv.md)
- [Fetch Okex Futures](./examples/py/fetch-okex-futures.md)
- [Fetch Open Orders](./examples/py/fetch-open-orders.md)
- [Fetch Order Book Rtt](./examples/py/fetch-order-book-rtt.md)
- [Fetch Orders](./examples/py/fetch-orders.md)
- [Fetch Ticker Many Exchanges Many Symbols](./examples/py/fetch-ticker-many-exchanges-many-symbols.md)
- [Fetch_longer_ohlcv_through_multiple_calls_and_save_to_csv](./examples/py/fetch_longer_ohlcv_through_multiple_calls_and_save_to_csv.md)
- [Gateio Fetch Ohlcv Pagination](./examples/py/gateio-fetch-ohlcv-pagination.md)
- [Gateio Futures](./examples/py/gateio-futures.md)
- [Gateio Open Close Contract](./examples/py/gateio-open-close-contract.md)
- [Gateio Swaps](./examples/py/gateio-swaps.md)
- [Gdax Fetch My Trades Pagination](./examples/py/gdax-fetch-my-trades-pagination.md)
- [Hitbtc Withdraw](./examples/py/hitbtc-withdraw.md)
- [Huobi Futures](./examples/py/huobi-futures.md)
- [Huobi Open Close Contract](./examples/py/huobi-open-close-contract.md)
- [Huobi Open Close Position Bbo](./examples/py/huobi-open-close-position-bbo.md)
- [Huobi Spot](./examples/py/huobi-spot.md)
- [Huobi Swaps](./examples/py/huobi-swaps.md)
- [Instantiate All At Once](./examples/py/instantiate-all-at-once.md)
- [Kraken Conditional Close Order](./examples/py/kraken-conditional-close-order.md)
- [Kraken Create And Close Position](./examples/py/kraken-create-and-close-position.md)
- [Kraken Fetch My Trades Pagination](./examples/py/kraken-fetch-my-trades-pagination.md)
- [Krakenfutures Basic](./examples/py/krakenfutures-basic.md)
- [Kucoin Fetch All Deposit Addresses By Network](./examples/py/kucoin-fetch-all-deposit-addresses-by-network.md)
- [Kucoin Fetch All Deposit Addresses](./examples/py/kucoin-fetch-all-deposit-addresses.md)
- [Kucoin Fetch Closed Orders Pagination](./examples/py/kucoin-fetch-closed-orders-pagination.md)
- [Kucoin Rate Limit](./examples/py/kucoin-rate-limit.md)
- [Kucoin Withdraw Chain](./examples/py/kucoin-withdraw-chain.md)
- [Kucoinfutures Create Stop Order](./examples/py/kucoinfutures-create-stop-order.md)
- [Latoken Create Order](./examples/py/latoken-create-order.md)
- [Latoken Example](./examples/py/latoken-example.md)
- [Manual Rate Limiting Long Poller](./examples/py/manual-rate-limiting-long-poller.md)
- [Margin Leverage Order Kraken](./examples/py/margin-leverage-order-kraken.md)
- [Margin Loan Borrow Buy Sell Repay](./examples/py/margin-loan-borrow-buy-sell-repay.md)
- [Measure Latency](./examples/py/measure-latency.md)
- [Minimal 2 Lines](./examples/py/minimal-2-lines.md)
- [Multiple Subscriptions Watchxforsymbols](./examples/py/multiple-subscriptions-watchXForSymbols.md)
- [Normalize Sparse Candle Timestamps](./examples/py/normalize-sparse-candle-timestamps.md)
- [Okx Fetch All My Trades](./examples/py/okx-fetch-all-my-trades.md)
- [Okx Fetch Closed Orders Pagenumber Pagination](./examples/py/okx-fetch-closed-orders-pagenumber-pagination.md)
- [Okx Position Takeprofit Stoploss](./examples/py/okx-position-takeprofit-stoploss.md)
- [Okx Transfer](./examples/py/okx-transfer.md)
- [Order Book Extra Level Depth Param](./examples/py/order-book-extra-level-depth-param.md)
- [Phemex Create Order Position With Takeprofit Stoploss](./examples/py/phemex-create-order-position-with-takeprofit-stoploss.md)
- [Phemex Create Stop Order](./examples/py/phemex-create-stop-order.md)
- [Phemex Leverage Orders](./examples/py/phemex-leverage-orders.md)
- [Phemex Open Cancel Close Positions](./examples/py/phemex-open-cancel-close-positions.md)
- [Phemex Perpetual Balance](./examples/py/phemex-perpetual-balance.md)
- [Phemex Positions](./examples/py/phemex-positions.md)
- [Phemex Transfer](./examples/py/phemex-transfer.md)
- [Playing_with_ccxt_example](./examples/py/playing_with_ccxt_example.md)
- [Poloniex Fetch Ohlcv Continuously](./examples/py/poloniex-fetch-ohlcv-continuously.md)
- [Poloniex Fetch Ohlcv With Pagination](./examples/py/poloniex-fetch-ohlcv-with-pagination.md)
- [Poloniex Fetch Order Books](./examples/py/poloniex-fetch-order-books.md)
- [Poloniex Fetch Trades Continuously](./examples/py/poloniex-fetch-trades-continuously.md)
- [Poloniex Fetch Trades With Pagination To Csv](./examples/py/poloniex-fetch-trades-with-pagination-to-csv.md)
- [Poloniex Python2 Memleak Test](./examples/py/poloniex-python2-memleak-test.md)
- [Poloniex Python3 Memleak Test](./examples/py/poloniex-python3-memleak-test.md)
- [Proxy Usage](./examples/py/proxy-usage.md)
- [Rsi](./examples/py/rsi.md)
- [Rtt](./examples/py/rtt.md)
- [Sample Local Proxy Server With Cors](./examples/py/sample-local-proxy-server-with-cors.md)
- [Set_markets_from_exchange](./examples/py/set_markets_from_exchange.md)
- [Sign In](./examples/py/sign-in.md)
- [Sort Swap Markets By Hourly Price Change](./examples/py/sort-swap-markets-by-hourly-price-change.md)
- [Source Ip Address](./examples/py/source-ip-address.md)
- [Symbols](./examples/py/symbols.md)
- [Test Server](./examples/py/test-server.md)
- [Theocean](./examples/py/theocean.md)
- [Tickers](./examples/py/tickers.md)
- [Watch Ohlcv For Symbols](./examples/py/watch-OHLCV-For-Symbols.md)
- [Watch Ohlcv](./examples/py/watch-OHLCV.md)
- [Watch Orderbook For Symbols](./examples/py/watch-OrderBook-For-Symbols.md)
- [Watch Trades For Symbols](./examples/py/watch-Trades-For-Symbols.md)
- [Watch Tickers](./examples/py/watch-tickers.md)
- [Watchohlcvforsymbols](./examples/py/watchOHLCVForSymbols.md)
- [Watchorderbookforsymbols](./examples/py/watchOrderBookForSymbols.md)
- [Watchpositions Many Exchanges Continuosly](./examples/py/watchPositions-many-exchanges-continuosly.md)
- [Watchpositions](./examples/py/watchPositions.md)
- [Watchpositionsforsymbols](./examples/py/watchPositionsForSymbols.md)
- [Watchtradesforsymbols](./examples/py/watchTradesForSymbols.md)
- [Wazirx Create Cancel Orders](./examples/py/wazirx-create-cancel-orders.md)
- [Withdraw From One Exchange To Another](./examples/py/withdraw-from-one-exchange-to-another.md)
- [Ws_test_load](./examples/py/ws_test_load.md)
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