MentalHealth

This repo contains code used to explore the change in Mental Health due to COVID-19

Prerequiste:

python3 pip

Steps to run:

git clone this repo
cd to the repo
Run the following command to install the needed python libraries: pip install -r requirements.txt
Run the following command: jupyter notebook
Click on MentalHealth.ipynb

Name		Name	Last commit message	Last commit date
Latest commit History 27 Commits
Clustering_No_Twitter.ipynb		Clustering_No_Twitter.ipynb
Clustering_With_Significant_Twitter.ipynb		Clustering_With_Significant_Twitter.ipynb
Copy_of_Clustering_With_Twitter.ipynb		Copy_of_Clustering_With_Twitter.ipynb
Elbow.ipynb		Elbow.ipynb
Feature Selection ANOVA Test And PCA.ipynb		Feature Selection ANOVA Test And PCA.ipynb
Improvised ML Model Optimization.ipynb		Improvised ML Model Optimization.ipynb
ML Mental Health.ipynb		ML Mental Health.ipynb
Mental Health.ipynb		Mental Health.ipynb
NYC_COVID_GITHUB.csv		NYC_COVID_GITHUB.csv
NYC_FINAL.csv		NYC_FINAL.csv
NY_MENTAL_HEALTH_ONLY.csv		NY_MENTAL_HEALTH_ONLY.csv
README.md		README.md
Results and Findings.docx		Results and Findings.docx
Statistical_Significance.ipynb		Statistical_Significance.ipynb
Supervised Approach 3 (With Statistically Significant Data).ipynb		Supervised Approach 3 (With Statistically Significant Data).ipynb
Supervised Learning Approach 1 (Without Twitter).ipynb		Supervised Learning Approach 1 (Without Twitter).ipynb
Supervised Learning Approach 2 (With Twitter).ipynb		Supervised Learning Approach 2 (With Twitter).ipynb
Twitter Data NLP Analysis.ipynb		Twitter Data NLP Analysis.ipynb
Twitter Sentiment Extraction (NLP).ipynb		Twitter Sentiment Extraction (NLP).ipynb
cleaned_twitter_dataset.csv		cleaned_twitter_dataset.csv
flairs_python-All-features-original.ipynb		flairs_python-All-features-original.ipynb
flairs_python-significant-features.ipynb		flairs_python-significant-features.ipynb
flairs_python_no_twitter.ipynb		flairs_python_no_twitter.ipynb
new_york.csv		new_york.csv
requirements.txt		requirements.txt
sentiment.csv		sentiment.csv
sentiment_dictionary.csv		sentiment_dictionary.csv
statistically_significant_data.csv		statistically_significant_data.csv
temp.csv		temp.csv
twitterData.csv		twitterData.csv
twittercounts.csv		twittercounts.csv

christophersingh/Mental-Health-Classification-Research

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MentalHealth

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