Time Series Bike Rental Demand

Created by Chance Robinson and Kebur Fantahun

Purpose

Time Series Analysis of Bike Share Rentals

Zoom Videos

• Bike Share Rental Forecasting (EDA video): An video recording of the EDA power point presentation.
• Bike Share Rental Forecasting (Final video): An video recording of the final power point presentation.

Analysis Files

• Bike Share Rentals (PDF): A paper covering the analysis.
• Bike Share Rentals (Rmd): An R-markdown file with the analysis.

Presentations

• Bike Share Rentals EDA Presentation (Power Point): A power point presentation covering the questions of interest from our exploratory data analysis.
• Bike Share Rentals Final Presentation (Power Point): A power point presentation covering the questions of interest from our exploratory data analysis as well as the conclusion with additional insights.

Data

The data description provides general information about the features of the dataset.

• test.csv: the testing dataset.
• train.csv: the training dataset.

Codebook

The Codebook provides additional details regarding the session information of the environment.

Repo Structure

.
├── data                                # Raw data for EDA and analysis questions
├── src                                 # Primary analysis files
|    ├── exploratory_data_analysis      # R-markdown files for EDA
|    ├── objectives                     # R-markdown files for primary analysis questions
├── presentations                       # Power-Point Presentations
├── CodeBook.md                         # Session information regarding the environment
├── LICENSE                             # All code and analysis is licensed under the MIT license.