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.idea
.idea
 
 
.ipynb_checkpoints
.ipynb_checkpoints
 
 
.gitignore
.gitignore
 
 
Init notebook.ipynb
Init notebook.ipynb
 
 
README.md
README.md
 
 
cumulative_returns.csv
cumulative_returns.csv
 
 
future_predict.ipynb
future_predict.ipynb
 
 
future_prediction.csv
future_prediction.csv
 
 
gdp.csv
gdp.csv
 
 
gdp_analysis.ipynb
gdp_analysis.ipynb
 
 
gdp_current.csv
gdp_current.csv
 
 
gdp_merge.csv
gdp_merge.csv
 
 
gdp_predictions.csv
gdp_predictions.csv
 
 
inflation.csv
inflation.csv
 
 
inflation_analysis.ipynb
inflation_analysis.ipynb
 
 
inflation_gdp.csv
inflation_gdp.csv
 
 
inflation_merge.csv
inflation_merge.csv
 
 
inflation_predictions.csv
inflation_predictions.csv
 
 
investment-com-json-cleaner.ipynb
investment-com-json-cleaner.ipynb
 
 
logistic_regression_prediction.csv
logistic_regression_prediction.csv
 
 
merged_stock_gdp_inflation.csv
merged_stock_gdp_inflation.csv
 
 
predicted signals.csv
predicted signals.csv
 
 
psei-draft-2.ipynb
psei-draft-2.ipynb
 
 
psei.csv
psei.csv
 
 
raw.csv
raw.csv
 
 
raw_inflation_gdp.csv
raw_inflation_gdp.csv
 
 
significance_testing.xlsx
significance_testing.xlsx
 
 
stock_predictions.csv
stock_predictions.csv
 
 

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PSEi Stock Market Analysis

This repository contains jupyter notebooks to analyze the stock market of the Philippines from January 2014 to May 2023. It a contains machine learning technique to predict the price of the market. Addionally, it contains yearly data of GDP and inflation rate that affects the Market.

Published Notebook

https://deepnote.com/@t4bby/psei-analysis-104f152a-ece5-47f4-a4d4-d9ea9c0d19d6

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PSEi Stock Market Analysis

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