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Python Projects

What products do our customers prefer? Which marketing campaign works the best? Can we save money by consolidating fulfillment centers? Find the answers in this analysis.

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Skills Demonstrated

  • Indexing

  • Groupby 

  • nunique to find number unique

  • Bar and line plots

  • Customized seaborn axis

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When speaking with a friend, he suggested that movies are getting shorter and he referenced run times of Netflix documentaries, children movies, and Stand-Up specials as evidence. This exploratory data analysis on the netflix_data.csv will help understand if all movies are getting shorter over time.

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Skills Demonstrated

  • Importing data from csv

  • Sub setting and filtering data

  • For loops to create customized color pallet

  • Scatter plot in matplotlib

  • Customized axis labels and title

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In January 2021, Reddit users shorted the Game Stop stock resulting in an astronomical price increase. This time series analysis tracks and visualizes the process

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Skills Demonstrated

  • Time Series Analysis

  • Creating Rolling Avarages

  • Normlizing Prices for Comparison

  • Candlestick and Line Charts

  • Modeling and Forecasting

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