Uber data analysis using R

Dataset link: https://www.kaggle.com/datasets/fivethirtyeight/uber-pickups-in-new-york-city

Libraries Used

• ggplot2: It used for creating aesthetic visualization plots
• ggthemes: It is used to create extra themes for plots
• lubridate: It is used to convert date and time
• dplyr: It is used to perform various operations on dataframes
• tidyr: It helps to tidy our data
• DT: It helps to interface with the JavaScript Library called – Datatables
• scales: Helps to plot graphs with correct scales

Visualizations

• Plot of trips by the hours in a day
• Plot of total number trips per day of month
• Plot of trips by day and month
• Plot of trips by month
• Plots of trips by bases
• Plot of trips by bases and month
• Plot of trips by bases and day of week
• Heatmap by hours and day
• Heatmap by day and month
• Heatmap by month and day of week
• Heatmap by month and bases
• Heatmap by day of week and bases

Plots