quadkeyr

quadkeyr: Tools for converting QuadKey-identified datasets (Microsoft's Bing Maps Tile System) into raster images and analyzing Meta (Facebook) Mobility Data - Published in JOSS (2024)

https://github.com/ropensci/quadkeyr

Keywords

geospatial quadkey raster rstats tilemap

Last synced: 4 months ago · JSON representation ·

Repository

An R package designed to create raster images from QuadKey-identified data (Microsoft Bing Maps Tile System), aiming to simplify the analysis of Facebook mobility data.

Basic Info

Host: GitHub
Owner: ropensci
License: other
Language: R
Default Branch: main
Homepage: https://docs.ropensci.org/quadkeyr/
Size: 28.5 MB

Statistics

Stars: 15
Watchers: 3
Forks: 5
Open Issues: 3
Releases: 3

Topics

geospatial quadkey raster rstats tilemap

Created about 2 years ago · Last pushed 9 months ago

Metadata Files

Readme Changelog Contributing License Code of conduct Citation Codemeta

README.Rmd

---
output: github_document
---



```{r, include = FALSE}
knitr::opts_chunk$set(
  collapse = TRUE,
  comment = "#>",
  fig.path = "man/figures/README-"
)
```

# quadkeyr 


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### What can this package do for you?
The `quadkeyr` R package presents a comprehensive toolkit 
tailored for generating raster images from Quadkey-Identified data
within [Microsoft's Bing Maps Tile System](https://learn.microsoft.com/en-us/bingmaps/articles/bing-maps-tile-system). 
Designed to integrate Quadkey-Identified data into R workflows,
this package facilitates the creation of QuadKey grids and raster images
and introduces specialized functions for
the processing of [Meta Mobility data, previously referred to as Facebook mobility data](https://dataforgood.facebook.com/).

### What are QuadKeys in Tile Maps?
Tile maps divide the Earth's surface into a grid of tiles, 
with each tile corresponding to a specific geographic area
at various zoom levels. 

QuadKeys represent a location on a map by
encoding its hierarchical spatial position 
as a sequence of characters. 
They provide an efficient method 
to address and retrieve specific map tiles,
facilitating rapid display within 
mapping applications.


```{r qks, echo = FALSE, out.width= "70%", fig.align='center'}
magick::image_read("vignettes/bing_quadkeys.webp")
```
The QuadKey of any tile starts with the QuadKey of its parent tile (the containing tile at the previous level). Image extracted from Microsoft's Bing Maps Tile System webpage.

---

The goal of `quadkeyr` is to:  
  
1. [**Convert a QuadKey to a Simple Features data.frame (and more)**](https://docs.ropensci.org/quadkeyr/articles/quadkey_to_sf_conversion.html)
`quadkeyr` provides functions to convert a QuadKey to
a `sf` POINT data.frame or `sf` POLYGON data.frame.
Additionally, it offers all the R functions 
described in the [official documentation](https://learn.microsoft.com/en-us/bingmaps/articles/bing-maps-tile-system) for converting QuadKeys to and from tiles, pixels, and geographic coordinates.

```{r w1, echo = FALSE, out.width= "80%", fig.align='center'}
magick::image_read("vignettes/workflow_quadkey.webp")
```
  
2. [**Generate Raster Images from Quadkey-Identified Data**](https://docs.ropensci.org/quadkeyr/articles/quadkey_identified_data_to_raster.html)
Complete a grid of QuadKeys within a specified area and zoom level, 
and create a `stars` raster. 
You can also directly convert QuadKeys in a data.frame column
into an `sf` POLYGON data.frame.
  
```{r w2, echo = FALSE, out.width= "80%", fig.align='center'}
magick::image_read("vignettes/workflow_raster.webp")
```

3. [**Convert Meta (Facebook) Mobility QuadKey-identified Datasets into Raster  Files**](https://docs.ropensci.org/quadkeyr/articles/facebook_mobility_csvs_to_raster_files.html)
Convert Meta (Facebook) mobility data `.csv` files into `.tif` files
by day and hour reported.
  
```{r w3, echo = FALSE, out.width= "80%", fig.align='center'}
magick::image_read("vignettes/workflow_facebook.webp")
```

4. [**Offer an App for visualizing QuadKeys on a map**](https://docs.ropensci.org/quadkeyr/articles/quadkey_visualization_app.html)
Introduce a QuadKey visualization application enabling users 
to validate function outcomes.

## Install `quadkeyr` 

### R-Universe

For the latest development version of `quadkeyr`:

```r
install.packages("quadkeyr",
                 repos = "https://ropensci.r-universe.dev")
```

### GitHub

You can install the development version of `quadkeyr` from [GitHub](https://github.com/) with:

``` r
# install.packages("remotes")
remotes::install_github("ropensci/quadkeyr")
```

### CRAN

You can install the latest version of `quadkeyr` from CRAN with:

``` r
install.packages("quadkeyr")
```


## Code of Conduct

Please note that this package is released with a [Contributor
Code of Conduct](https://ropensci.org/code-of-conduct/). 
By
contributing to this project, you agree to abide by its terms.

## Contribute

If you'd like to contribute to this project, please follow the 
[contributing guidelines](https://github.com/ropensci/quadkeyr/blob/main/.github/CONTRIBUTING.md)

## Links of interest
- [Bing Maps Tile Systems - Microsoft](https://learn.microsoft.com/en-us/bingmaps/articles/bing-maps-tile-system)
- [R - `slippymath`: Slippy Map Tile Tools](https://CRAN.R-project.org/package=slippymath)
- [Python - `pyquadkey2`](https://docs.muetsch.io/pyquadkey2/)
- [Python - `python-quadkey`](https://github.com/CartoDB/python-quadkey)
- [Python - `mercantile`](https://pypi.org/project/mercantile/)
- [Rust - `geo-quadkey-rs`](https://lib.rs/crates/geo-quadkey-rs)
- [TypeScript - `quadkey-tilemath`](https://github.com/glassonion1/quadkey-tilemath)
- [GeoCode Map viewer](https://9revolution9.com/tools/geo/geocode/)

Owner

Name: rOpenSci
Login: ropensci
Kind: organization
Email: info@ropensci.org
Location: Berkeley, CA

Website: https://ropensci.org/
Twitter: rOpenSci
Repositories: 307
Profile: https://github.com/ropensci

JOSS Publication

quadkeyr: Tools for converting QuadKey-identified datasets (Microsoft's Bing Maps Tile System) into raster images and analyzing Meta (Facebook) Mobility Data

Published

March 25, 2024

DOI

10.21105/joss.06500

Volume 9, Issue 95, Page 6500

Authors

Florencia D'Andrea

Independent Researcher

Pilar Fernandez

Paul G. Allen School for Global Health, Washington State University, USA

Editor

Øystein Sørensen

Citation (CITATION.cff)

# -----------------------------------------------------------
# CITATION file created with {cffr} R package, v0.5.0
# See also: https://docs.ropensci.org/cffr/
# -----------------------------------------------------------
 
cff-version: 1.2.0
message: 'To cite package "quadkeyr" in publications use:'
type: software
license: MIT
title: 'quadkeyr: Tools for converting QuadKey-identified datasets (Microsoft''s Bing
  Maps Tile System) into raster images and analyzing Meta (Facebook) Mobility Data.'
version: 0.1.0
abstract: '''Quadkeyr'' functions generate raster images based on QuadKey-identified
  data, facilitating efficient integration of Tile Maps data into R workflows. In
  particular, ''Quadkeyr'' provides support to process and analyze Facebook mobility
  datasets within the R environment.'
authors:
- family-names: D'Andrea
  given-names: Florencia
  email: florencia.dandrea@gmail.com
  orcid: https://orcid.org/0000-0002-0041-097X
- family-names: Fernandez
  given-names: Pilar
  email: pilar.fernandez@wsu.edu
  orcid: https://orcid.org/0000-0001-8645-2267
repository-code: https://github.com/ropensci/quadkeyr
url: https://docs.ropensci.org/quadkeyr/
contact:
- family-names: D'Andrea
  given-names: Florencia
  email: florencia.dandrea@gmail.com
  orcid: https://orcid.org/0000-0002-0041-097X
keywords:
- geospatial
- quadkey
- raster
- rstats
- tilemap
references:
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  year: '2024'
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    orcid: https://orcid.org/0000-0003-3925-190X
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  notes: Suggests
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  authors:
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  notes: Imports
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    given-names: Yihui
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    given-names: Jeff
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  year: '2024'
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- type: software
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  notes: Imports
  url: https://r-spatial.github.io/stars/
  repository: https://CRAN.R-project.org/package=stars
  authors:
  - family-names: Pebesma
    given-names: Edzer
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GitHub Events

Total

Create event: 5
Release event: 1
Issues event: 12
Watch event: 4
Delete event: 4
Member event: 1
Issue comment event: 25
Push event: 25
Pull request review comment event: 2
Pull request review event: 2
Pull request event: 12

Last Year

Create event: 5
Release event: 1
Issues event: 12
Watch event: 4
Delete event: 4
Member event: 1
Issue comment event: 25
Push event: 25
Pull request review comment event: 2
Pull request review event: 2
Pull request event: 12

Committers

Last synced: 5 months ago

All Time

Total Commits: 170
Total Committers: 4
Avg Commits per committer: 42.5
Development Distribution Score (DDS): 0.135

Past Year

Commits: 36
Committers: 2
Avg Commits per committer: 18.0
Development Distribution Score (DDS): 0.389

Top Committers

Name	Email	Commits
Florencia D'Andrea	f**a@g**m	147
Andrew Pulsipher	a**r@u**u	14
Øystein Sørensen	o**n@h**m	8
María Paula Caldas	m**s@g**m	1

Committer Domains (Top 20 + Academic)

utah.edu: 1

Issues and Pull Requests

Last synced: 4 months ago

All Time

Total issues: 10
Total pull requests: 28
Average time to close issues: 2 months
Average time to close pull requests: 1 day
Total issue authors: 4
Total pull request authors: 4
Average comments per issue: 5.7
Average comments per pull request: 0.43
Merged pull requests: 23
Bot issues: 1
Bot pull requests: 0

Past Year

Issues: 5
Pull requests: 12
Average time to close issues: 16 days
Average time to close pull requests: 3 days
Issue authors: 2
Pull request authors: 2
Average comments per issue: 1.2
Average comments per pull request: 0.5
Merged pull requests: 10
Bot issues: 0
Bot pull requests: 0

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Top Authors

Issue Authors

flor14 (4)
gvegayon (2)
osorensen (2)
github-actions[bot] (1)

Pull Request Authors

osorensen (22)
flor14 (10)
apulsipher (6)
mpaulacaldas (2)

Top Labels

Issue Labels

enhancement (1)

Pull Request Labels

Packages

Total packages: 1
Total downloads:
- cran 180 last-month

Total dependent packages: 0
Total dependent repositories: 0
Total versions: 1
Total maintainers: 1

cran.r-project.org: quadkeyr

Generate Raster Images from QuadKey-Identified Datasets

Homepage: https://docs.ropensci.org/quadkeyr/
Documentation: http://cran.r-project.org/web/packages/quadkeyr/quadkeyr.pdf
License: MIT + file LICENSE
Latest release: 0.1.0
published 9 months ago

Versions: 1
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 180 Last month

Rankings

Dependent packages count: 26.9%

Dependent repos count: 33.2%

Average: 49.1%

Downloads: 87.0%

Maintainers (1)

florencia.dandrea@gmail.com

Last synced: 4 months ago

quadkeyr

Science Score: 100.0%

Keywords

Repository

Basic Info

Statistics

Topics

Metadata Files

README.Rmd

Owner

JOSS Publication

quadkeyr: Tools for converting QuadKey-identified datasets (Microsoft's Bing Maps Tile System) into raster images and analyzing Meta (Facebook) Mobility Data

Authors

Editor

Tags

Citation (CITATION.cff)

CodeMeta (codemeta.json)

GitHub Events

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All Time

Past Year

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Committer Domains (Top 20 + Academic)

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Past Year

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cran.r-project.org: quadkeyr

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Maintainers (1)

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