A series of data analyses for BIXI open data in R, including EDA, predictive analysis, and more.
BIXI is a public bicycle-sharing system serving the areas of Montreal metropolitan with more than 10,000 bikes (including 2,600 electric bikes) and 830 stations. The data used in this project were directly downloaded from BIXI open data website.
Here is the list of used data and their last updated time:
| Name | Last updated |
|---|---|
| DonneesOuvertes2023_10.zip | Nov 23 12:44 |
| DonneesOuverte2022.zip | Nov 22 15:54 |
| Historique-BIXI-2021.zip | Nov 23 12:50 |
| Historique-BIXI-2020.zip | Nov 23 11:25 |
| Historique-BIXI-2019.zip | Nov 23 12:50 |
This repository contains a series of data analysis works written in R markdown. The contents are written as reproducible step-by-step documents. The most recently updated analyses are listed as follows:
- 01-pre-process.Rmd: Extract, clean, and pre-process the original data into CSV files.
- 02-demand-forecast.Rmd: Explore data using plots, analyze the network utilization and forecast future demand using linear regression models.
The HTML outputs are knitted using R Studio and can be located in the html folder.
Contact: honghaipvu (at) gmail (dot) com