- Used Python Libraries such as Pandas, Numpy, Matplotlib, Plotly etc to perform exploratory analysis.
- Different domains data sets such as Covid 19, IMDB ratings, Whatsapp chats, Health Care, Population.
- In all these projects I have used these below steps:
- Data Collection - Kaggle, Databases and Scraping
- Data Modelling - Data Warehousing using pandas, creation of starschemas
- Data Cleaning - Python Pandas, Strings Cleaning using regex patterns,
- Analyze & Visualize - Univariate, Bivariate Analysis and finding insights by plotting graphs such as tree maps, choropleth, bar graph etc
- Dashboards and Reports - Providing solutions after finding insights in form of reports and dashboards
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Python Libraries such as Pandas, Numpy, Matplotlib, Plotly etc to perform exploratory analysis.
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