Technical indicators Force Index (FI)BackgroundThe force index (FI) is a technical indicator to illustrate how strong the actual buying or selling pressure i2024-06-14 Quantitative Investmentpandas matplotlib sqlite3 pandas_ta Technical indicators On-balance Volume (OBV)BackgroundOn-balance volume is a technical analysis indicator intended to relate price and volume, and it is based on a2024-06-10 Quantitative Investmentpandas matplotlib sqlite3 pandas_ta Technical indicators Ease of Movement (EMV)BackgroundEase of movement (EMV) is a technical analysis indicator that is related to an asset’s price change to its vol2024-06-06 Quantitative Investmentpandas matplotlib sqlite3 pandas_ta Technical indicators Accumulation Distribution Indicator (AD)BackgroundThe accumulation/distribution indicator (A/D) is a cumulative indicator that uses volume and price to assess w2024-06-02 Quantitative Investmentpandas matplotlib sqlite3 pandas_ta Technical indicators Average True Range (ATR)BackgroundThe average true range (ATR) is a technical analysis indicator that measures market volatility by decomposing2024-05-28 Quantitative Investmentpandas matplotlib sqlite3 pandas_ta Technical indicators Moving AveragesBackgroundA moving average is used to determine the direction of a trend, it sums up the data points of a financial secu2024-05-22 Quantitative Investmentpandas matplotlib sqlite3 pandas_ta Technical indicators Moving Average Convergence and Divergence (MACD)BackgroundMoving average convergence/divergence (MACD) is a technical indicator to help investors identify price trends,2024-05-14 Quantitative Investmentpandas matplotlib sqlite3 pandas_ta Technical indicators Bollinger BandsBackgroundBollinger Bands are a type of statistical chart characterizing the prices and volatility over time of an asset2024-05-08 Quantitative Investmentpandas matplotlib sqlite3 pandas_ta Technical indicators Relative Strength Index (RSI)BackgroundRSI is a momentum indicator that measures the speed and magnitude of a security’s recent price changes to eval2024-05-01 Quantitative Investmentpandas matplotlib sqlite3 pandas_ta Technical indicators Garmin-Klass VolatilityParkinson volatilityBefore talk about Garmin-Klass volatility, it is better to understand Parkinson volatility. Parkins2024-04-29 Quantitative Investmentnumpy pandas sqlite3 Set up a database and store downloaded financial data for future useOnce the freely available data is downloaded from the web, it is better to setup a database to store that information fo2024-04-26 Quantitative Investmentpandas yfinance sqlite3 Risk-adjusted performance metrics calculation in PythonSharpe RatioIt is virtually impossible to increase return without also increasing risk, therefore it shall exist a trade2024-03-06 Quantitative Investmentnumpy pandas yfinance matplotlib