Educational Resources

We have published several Binance educational articles with live python code examples to demonstrate how to access different aspects of the Binance API or perform a particular analysis. Articles are itemized below for your convenience:

Transform Binance Trade Print Data into OHLCV Tick by any custom tick size

**How to download Binance data in restricted locations with Python (USA residents etc)

Download Trade Print Data for ANY Date into multiple CSV Files

How to Stream RealTime Trade Data from Binance API in Python

Saving Binance API Data to SQLite Database via Python

How to Pull Binance Data For Any Specific Time Period Using Python

Plus+ Resources

These pre-formatted, customized files aggregate multiple data sources or streams into singular files. Resources here are restricted to Plus+ Members. The below are sample files of what is available. Files are updated once per day.

Binance All Aggregated Ticker Closing Prices SAMPLE.csv : All 1000+ tickers are transformed into columns so that all ticker closes are saved into one file and sorted by date.

Aggregated Top 10 MKT CAP SAMPLE.csv : Top 10 assets by market cap closing prices combined into one file

Aggregated Top 25 MKT CAP SAMPLE.csv : Top 25 assets by market cap closing prices combined into one file.

Binance Aggregated Daily Spot CSVs - All Tickers independent files ZIP

Binance Aggregated Hourly Spot CSVs - All Tickers independent in ZIP

Binance Aggregated Daily Futures CSVs - All Tickers independent in ZIP

Binance Aggregated Hourly Futures CSVs - All Tickers independent in ZIP

Access Plus+ Resources

Plus+ Tick

These resources arrange raw transactional data into OHLC by trade counts. This provides a deeper granularity of trade action than what typical OHLCV value conveys in its time-centered format. Tick OHLC files are timeless, as candles are only formed as transactions occur. Data is updated each day, and we offer the resources in 3 main tick sizes: 610, 1500, 4500. Custom sizes can be discussed for members

Data Fields:

Unix Open - Opening unix timestamp for the tick OHLC window

Unix Close - Closing unix timestamp for the tick OHLC window

Date Open - Opening timestamp in human-readable format for unix timestamp

Date Close - Closing timestamp in human-readable format for unix timestamp

Open - This is the opening price of the tick period (first transaction price)

High - This is the highest price of the tick period

Low - This is the lowest price of the tick period

Close - This is the closing price of the tick period (last transaction)

Volume - This is the volume in the transacted Ccy. Ie. For BTC/USDT, this is in BTC amount

Dollar Volume - This is the volume in USD(T)

Tick Size - Tick count of the OHLC window

ETHUSDT Tick Sizes - SAMPLES:    610    1500    4500
           Upgrade to access full resource files

Plus+ Statistical

These files are meta-statistical files that are generated using raw transactional (tick) trade prints (above) and summarize/condense a massive amount of data for each daily period. Just the transaction data for ETHUSDT alone from March 2021 to May 2023 is 892mm+ records! (which is too much to make available outright in any downloadable CSV format) Files are below - new files can be generated for members by request.

Data Fields:

Date - This timestamp is in UTC datetime

Symbol - The symbol for which the timeseries data refers

Average USD Size - This is the average dollar size of every transaction that occurs on this day.

Number Buys - This is the count of number of buy orders that occurred

Number Sells - This is the count of number of sell orders that occurred

VWAP - Volume Weight Average Price (VWAP) is the average price calculated by volume traded for the day

Sell Total Volume - This is the total sell volume in USD

Buy Total Volume - This is the total sell volume in USD

Largest Transactional Buy - This is the largest buy order in base ccy (ie. BTC)

Largest Transactional Sell - This is the largest sell order in base ccy (ie. BTC)

Largest Transactional Buy USD- This is the largest buy order in USD

Largest Transactional Sell USD - This is the largest buy order in USD

Dollar Transactional USD Stdev - This represents the volatility of transaction size(s) in USD amounts

ETHUSDT Summary Statistical Meta-Data.csv - SAMPLE

Access Plus+ Resources

Historical OHLC Price Data includes Volume and Trade counts

We track and produce files for over 1100+ assets in the spot/physical markets for Daily, Hourly, and Minute(!) time intervals. These are all provided for free. Each data set is easily downloadable in CSV format and can be consumed automatically by Python scripts or other automated processes. In each file, you will find the below/following fields. This OHLC (Open/High/Low/Close) pricing data is updated at the end of each day from the respective exchange. Please reach out if you find discrepancies or errors in the data that need to be addressed

Unix Timestamp - This is the unix timestamp or also known as "Epoch Time". Use this to convert to your local timezone

Date - This timestamp is in UTC datetime

Symbol - The symbol for which the timeseries data refers

Open - This is the opening price of the time period

High - This is the highest price of the time period

Low - This is the lowest price of the time period

Close - This is the closing price of the time period

Volume (Crypto) - This is the volume in the transacted Ccy. Ie. For BTC/USDT, this is in BTC amount

Volume Base Ccy - This is the volume in the base/converted ccy. Ie. For BTC/USDT, this is in USDT amount

Trade Count - This is the unique number of trades for the given time period

Symbol List and Files for Binance spot Daily Timeframe

Symbol	Timeframe	First Date Available	Last Date Available	File Link
Symbol	Timeframe	First Date Available	Last Date Available	File Link

Symbol List and Files for Binance Spot Hourly/Minute Timeframe(s)

           Please register FREE acct to access Hour and Spot Minute data

Futures OHLC Data includes Volume and Tradecounts

There are two types of future contracts on Binance, USDT-M (UM) and COIN-M (CM); Please see the below graphic created by Binance Futures that explains the main differences between these assets. Most often, users are looking for USDT-M (UM). Contracts that end in a number, like 'BTCUSDT_210326' refers to the maturity of the contract --> YYMMDD format. Please reach out if you find discrepancies or errors in the data that need to be addressed and we will do our best to resolve.

Unix Timestamp - This is the unix timestamp or also known as "Epoch Time". Use this to convert to your local timezone

Date - This timestamp is in UTC datetime

Symbol - The symbol for which the timeseries data refers

Open - This is the opening price of the time period

High - This is the highest price of the time period

Low - This is the lowest price of the time period

Close - This is the closing price of the time period

Volume (Crypto) - This is the volume in the transacted Ccy. Ie. For BTC/USDT, this is in BTC amount

Volume Base Ccy - This is the volume in the base/converted ccy. Ie. For BTC/USDT, this is in USDT amount

Trade Count - This is the unique number of trades for the given time period

You can read more about the differences on Binance's website.

Symbol List and Files for Binance USDT-M (UM) Futures

           Please register FREE acct to access futures data

Symbol List and Files for Binance COIN-M (CM) Futures

           Please register FREE acct to access futures data

Historical Trade Prints

Every transaction, regardless of size, takes place between a buyer and a seller and is recorded with the timestamp at which it occurred. These are actual historical trades; We have a complete trade history for BTCUSDT on Binance; however, this is a massive amount of data and is too big for us to make available in ZIP or CSV.

We have written Python code showing how to pull this data for yourself.