Insights from Uber Dataset
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Data Loading and Cleaning:
- Corrected the date format across the dataset to ensure consistency and accuracy in temporal analysis.
- Extracted months and days from the date column to facilitate granular temporal exploration and trend identification.
- Calculated ride durations by computing the time difference between the start and end times, providing essential metrics for ride efficiency assessment.
- Converted all values to appropriate formats, ensuring uniformity and compatibility for subsequent analysis procedures.
- Implemented rigorous handling procedures for missing values and errors, employing techniques such as imputation and validation to maintain data integrity and reliability throughout the dataset.
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Generating Pivot Tables and Charts (the following Dashboard)