/projects
Crypto Market Insights with Binance EDA
Data-driven Exploratory Data Analysis on cryptocurrency markets using the Binance API. Fetches tickers, order book depth, historical OHLCV, preprocesses data, and visualizes candlestick charts with overlays and indicators.
Highlights
- Uses python-binance to authenticate and fetch market data
- Retrieves tickers, market depth (order book), and historical OHLCV data
- Preprocesses and cleans time series data for analysis
- Generates candlestick charts with moving averages and technical overlays using mplfinance
Technologies
python-binancepandasnumpyJupyter Notebook