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README.txt
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Project 2
W200 - Spring 2021
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Problem:
Determine the correlation between US stock indices (DJII, Nasdaq, S&P500) to Unites States Housing Data (Standard and Poors)
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Instructions:
There are parts to this project
1. Data retrieval
To run: "python source/retrive_data/main.py"
Results:
* Fetches and normalizes housing data (Standard and Poors), and 3 US Indices (SP500, DJII, Nasdaq) for the date range of 1992-02-01 (DJII begin date) to
2021-01-01
* Store the data above in an SQLite Flat File
2. Data analysis
To run: "python source/analyze_data/main.py"
Results:
Generates the following output:
(Exploratory Phase)
1992.02.01 - 2021.01.01
text-based Correlation analysis
Correlation heatmap
Line Graph for all indices vs Case Shiller Data
(Explanatory Phase)
Pre-Bubble (1992.02.01 - 1997.08.01)
text-based Correlation analysis
Correlation heatmap
Line Graph for all indices vs Case Shiller Data
Scatterplot for each index vs housing data
During-Bubble (1997.08.01 - 2009.01.01)
text-based Correlation analysis
Correlation heatmap
Line Graph for all indices vs Case Shiller Data
Scatterplot for each index vs housing data
After-Bubble (2009.01.01 - 2021.01.01)
text-based Correlation analysis
Correlation heatmap
Line Graph for all indices vs Case Shiller Data
Scatterplot for each index vs housing data