# How to get historical asset class returns in Python

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

# Scraping dataroma.com

Looking at Warren Buffett’s portfolio

# Webscraping with Python

Scraping S&P 500 tickers

# Webscraping with R

Scraping S&P 500 tickers

# 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

# Portfolio Optimization in Python

Optimization in Python

# Portfolio Optimization in R

Optimization in R

# Creating Candlestick charts in Python

Creating Candlestick charts in Python using the Bokeh Module

# Creating Candlestick charts in R

Creating Candlestick charts in R

# How to calculate portfolio beta in Python

Calculating portfolio beta in Python

# How to calculate portfolio beta in R

Calculating portfolio beta in R

# How to calculate portfolio statistics in Python

Calculating portfolio statistics in Python

# How to calculate portfolio statistics in R

Calculating portfolio statistics in R

# 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

# How to calculate portfolio returns in Python

Calculating portfolio returns in Python

# How to calculate portfolio returns in R

Calculating portfolio returns in R

# How to calculate stock returns in Python

Calculating stock returns in Python

# How to calculate stock returns in R

Calculating stock returns in R

# How to calculate retirement savings in Python

Solving retirement problem in Python

# How to calculate retirement savings in R

Solving retirement problem 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

# Calculating car loan payments in Python

Car loan payments in Python

# Calculating car loan payments in R

Car loan payments in R

# Calculating potential returns in Python

Investment opportunity in a roadside billboard

# Calculating potential returns in R

Investment opportunity in a roadside billboard

# How to calculate IRR in Python

Calculating IRR in Python

# How to calculate IRR in R

Calculating IRR in R

# Time Value of Money in Python

Basic Financial Calculations in Python

# Time Value of Money in R

Basic Financial Calculations in R