This project seeks to conduct Analysis on data collected from a bolt driver in Nairobi Kenya. The data is from July 2022 to May 2023, approximately one year's work.
This seek to understand trends and insights on an average bolt driver
The project also seeks to conduct a forecast to predict a trend in a drivers earnings over 30 days
This project seeks to develop a Regression model on estimating profit of a driver
Matplot
Seaborn
Numpy
Time series analysis
skitlearn
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The mean price of a ride is ksh 425
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Peak hours are from 10am to 3pm with 12noon being the busiest hour
The linear regression model had an rmse of 0.0125
Find the Analysis Notebook in the Repo HERE