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
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Indexing
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Groupby
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nunique to find number unique
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Bar and line plots
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Customized seaborn axis

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
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Importing data from csv
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Sub setting and filtering data
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For loops to create customized color pallet
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Scatter plot in matplotlib
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Customized axis labels and title

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
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Time Series Analysis
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Creating Rolling Avarages
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Normlizing Prices for Comparison
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Candlestick and Line Charts
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Modeling and Forecasting
