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Python projects

Some projects created to experiment with python applied to data analysis.
Will work with minimum requirements Python 3.9.16 | BeautifulSoup 4.11.1| ChromeDriver 114.0.5735.16 | IPython 8.8.0 | Matplotlib 3.6.2 | NLTK 3.8.1 | Numpy 1.23.5 | Pandas 1.5.2 | Requests 2.28.1 | Scikit-learn 1.2.0 | Seaborn 0.12.2 | vaderSentiment 3.3.2 | WordCloud 1.8.2.2

Built with

  • Python
  • Visual Studio Code Jupyter Notebook Spyder
  • Matplotlib NumPy Pandas scikit-learn

📚 Archive of our Own scraping and stats

Pet project. Archive of our Own is the largest online archive of original stories and transformative works. In this project, a script takes a user's username, scrapes their works, and returns stats and trends. Words through the years Kudos per hit by rating

🥪 Food consumption database

Statistical analysis of food consumption around the world including hypothesis testing. Box plots

⭐ Sentiment analysis

Analyzing the reviews on a product to produce stats and wordclouds. Positive wordcloud Reviews rating

💻 Software professionals salary analysis

A look at the indian job market for software professionals. Rating to salary

💰 Startup funding analysis

Investigating Indian startups' funding, including the startup's details, the funding it received, and the investors' information. Using data from the 'Software professionals salary analysis' as well as scraping the census 2011 page for more data. Population to literacy

🎥 Web scraping IMDB

Scraping of the IMDB website, returning stats about the top movies. Top movies

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