# How to get historical asset class returns in Python

Scraping historical returns data from 1972 to 2020 for several asset classes.

# Factor Based Analysis in Python

Using Fama French factors to analyze mutual funds. In this post we will repeat the process of downloading/cleaning the FF data. We will run the regression analysis using Python

# Factor Based Analysis

Using Fama French factors to analyze mutual funds. We will first learn how to do it with one fund, then we will build a function that automates all the steps in one function

# How to download and clean Fama French 3 factor model data in Python

Cleaning Fama French 3 factor Model data in Python

# How to download and clean Fama French 3 factor model data in R

Cleaning Fama French 3 factor Model data in R

# How to download Fama French 3 factor Model data in Python

Downloading Fama French 3 factor Model data in Python

# How to download Fama French 3 factor Model data in R

Downloading Fama French 3 factor Model data in R

# Creating Candlestick charts in Python

Creating Candlestick charts in Python using the Bokeh Module

# How to calculate portfolio statistics in Python

Calculating portfolio statistics in Python

# How to calculate Cumulative portfolio returns in Python

Calculating cumulative portfolio returns in Python

# How to calculate Cumulative portfolio returns in R

Calculating cumulative portfolio returns in R

# Calculating future returns in Python

Calculating future returns for regular deposits and investment in Bitcoin

# Calculating future returns in R

Calculating future returns for regular deposits and investment in Bitcoin