This repo contains all the files associated with 'Understanding the Comprehensive Mobility Plan for Bengaluru 2020' website. The website can be found at https://anirudhgovind.github.io/bangalore-cmp-2020/
Data was manually georeferenced by the authors/ contributors. While efforts have been taken to be as accurate and precise as possible, these locations may be imprecise or even inaccurate.
The table below provides information on the development of the project:
| Version | Date | Description |
|---|---|---|
| 0.1 | 20210203 | Add list of non-geo-referenced projects plus count. Project database updated. |
| 0.1 | 20210112 | Linked to github repo. Draft SAAP analysis uploaded. Minor changes made to about and website appearance. |
| 0.1 | 20210109 | Github repo made public after organization of files and folders. Raw data not made public yet. |
| 0.1 | 20210107 | Website published with 100 geo-referenced proposals. |
| 0.1 | 20210515 | Refactor code across website + some geo-referencing |
| 0.1 | 20211125 | Revive Project + some geo-referencing! |
The table below describes data used in this project:
| Type | Source | Description | Citation |
|---|---|---|---|
| Report | Comprehensive Mobility Plan for Bengaluru 2020 | All proposals were sourced from this document and subsequently geo-referenced and analysed by the author and contributors | Bengaluru Metro Rail Corporation Limited (BMRCL), Directorate of Urban Land Transport (DULT), Infrastructure Development Corporation (Karnataka) Limited, 2020, Comprehensive Mobility Plan for Bengaluru 2020 |
| Collaborative Mapping Site | OpenStreetMap | Geodata to aid in analysis, representation and visualisation | Map data copyrighted OpenStreetMap contributors and available from https://www.openstreetmap.org" |
R is the primary language used in all data management, geo-referencing and spatial analysis. A number of packages were used including the following:
| Package | Purpose | Citation |
|---|---|---|
| distill | Website creation | JJ Allaire, Rich Iannone, Alison Presmanes Hill and Yihui Xie (2020). distill: 'R Markdown' Format for Scientific and Technical Writing. R package version 1.1. https://CRAN.R-project.org/package=distill |
| here | Accessing files | Kirill Müller (2020). here: A Simpler Way to Find Your Files. R package version 1.0.0. https://CRAN.R-project.org/package=here |
| mapboxapi | Walkability analysis and drawing isochrones | Kyle Walker (2020). mapboxapi: R Interface to 'Mapbox' Web Services. R package version 0.2. https://CRAN.R-project.org/package=mapboxapi |
| osmdata | Downloading data from OpenStreetMaps | Mark Padgham, Bob Rudis, Robin Lovelace, Maëlle Salmon (2017). osmdata Journal of Open Source Software, 2(14). URL https://doi.org/10.21105/joss.00305 |
| sf | Dealing with spatial data and performing geometric operations | Pebesma, E., 2018. Simple Features for R: Standardized Support for Spatial Vector Data. The R Journal 10 (1), 439-446, https://doi.org/10.32614/RJ-2018-009 |
| Tidyverse | Data wrangling | Wickham et al., (2019). Welcome to the tidyverse. Journal of Open Source Software, 4(43), 1686, https://doi.org/10.21105/joss.01686 |
| tmap | Creation of static and interactive maps | Tennekes M (2018). “tmap: Thematic Maps in R.” Journal of Statistical Software, 84(6), 1-39. doi:10.18637/jss.v084.i06 (URL: https://doi.org/10.18637/jss.v084.i06). |