• Data Analysis & NLP on 648 days of personal mood data: Notebook here. Writeup published on Towards Data Science.
• Data Analysis & NLP of 500+ company Tweets: Notebook here. A series of writeups published on Medium:

1. In The Startup: Does Emoji Use Correlate With Twitter Engagement?
2. In Towards Data Science: The Saddest Day on Twitter: Sentiment Analysis & Engagement Trends in Company’s Tweets
3. In Towards Data Science: The hashtag to rule them all 👉 Analysis of company tweets
4. 😅 How repetitive are you? Using Python to reveal word patterns in tweets.

This is a record of all the projects done as a part of the Dataquest and DataCamp courses, Data Science paths. Those were guided projects (with various degrees of hand-holding) designed to practice diffrent skills acquired throughout the courses.

Machine Lerning projects:

• Spam Filter using Naive Bayes
• What topics to learn to win Jeopardy
• Best Factors to Reduce Traffic Mortality
• Classicifaciton of Song Genres based on Song Parameters
• Predicting Credit Card Approvals
• Predicting Blood Transfusions

NLP projects:

• Word Frequencies in Moby Dick
• Finding Movie similarities based on descriptions
• Trump or Truedeau: Tweet classification

Data analytics with Python focus:

• Hacker News Data
• App Data

Data analytics with Pandas and visualization focus:

• Gender Prediction using sound (Fuzzy matching)
• Alcohol Consumption Analysis in Ames Iowa (data analsis, data visualisation)
• Star Wars (data cleaning, data analysis)
• Employees Data (data cleaning, visualisation)
• College Majors (visualisation, correlations)
• Ebay car sales (data cleaning, data analysis)
• Imact of Handwashing on DiseaseSpread (data analysis, hypothesis testing)
• Analysis of Cryptocurrncies Market Cap (data analsis, data visualisation)

SQL:

• CIA World Factbook (intro to SQLite)