nominatimlite

Lite interface for getting data from OSM geocoder service.

https://github.com/dieghernan/nominatimlite

Keywords

address api geocoding gis nominatim openstreetmap r r-package reverse-geocoding rstats shapefile spatial

Keywords from Contributors

hack standardization intergovernmental-organizations igo correlates-of-war cran-r meshing jpeg jpg png

Last synced: 4 months ago · JSON representation ·

Repository

Lite interface for getting data from OSM geocoder service.

Basic Info

Host: GitHub
Owner: dieghernan
License: other
Language: R
Default Branch: main
Homepage: https://dieghernan.github.io/nominatimlite/
Size: 63.2 MB

Statistics

Stars: 20
Watchers: 2
Forks: 2
Open Issues: 2
Releases: 0

Topics

address api geocoding gis nominatim openstreetmap r r-package reverse-geocoding rstats shapefile spatial

Created over 4 years ago · Last pushed 4 months ago

Metadata Files

Readme Changelog Contributing Funding License Citation Codemeta

README.Rmd

---
output: github_document
bibliography: inst/REFERENCES.bib
link-citations: true
---



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knitr::opts_chunk$set(
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  dev = "ragg_png",
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```

# nominatimlite 



[![CRAN
status](https://www.r-pkg.org/badges/version/nominatimlite)](https://CRAN.R-project.org/package=nominatimlite)
[![CRAN
results](https://badges.cranchecks.info/worst/nominatimlite.svg)](https://cran.r-project.org/web/checks/check_results_nominatimlite.html)
[![Downloads](https://cranlogs.r-pkg.org/badges/nominatimlite)](https://CRAN.R-project.org/package=nominatimlite)
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The goal of **nominatimlite** is to provide a light interface for geocoding
addresses, based on the [Nominatim
API](https://nominatim.org/release-docs/latest/). It also allows to load spatial
objects using the **sf** package.

Full site with examples and vignettes on


## What is Nominatim?

**Nominatim** is a tool to search
[OpenStreetMap](https://www.openstreetmap.org/) data by name and address
([geocoding](https://wiki.openstreetmap.org/wiki/Geocoding "Geocoding")) and to
generate synthetic addresses of OSM points (reverse geocoding).

## Why **nominatimlite**?

The main goal of **nominatimlite** is to access the Nominatim API avoiding the
dependency on **curl**. In some situations, **curl** may not be available or
accessible, so **nominatimlite** uses base functions to overcome this
limitation.

## Recommended packages

There are other packages much more complete and mature than **nominatimlite**,
that presents similar features:

-   [**tidygeocoder**](https://jessecambon.github.io/tidygeocoder/)
    [@R-tidygeocoder]: Allows to interface with Nominatim, Google, TomTom,
    Mapbox, etc. for geocoding and reverse geocoding.
-   [**osmdata**](https://docs.ropensci.org/osmdata/) [@R-osmdata]: Great for
    downloading spatial data from OpenStreetMap, via the [Overpass
    API](https://wiki.openstreetmap.org/wiki/Overpass_API).
-   [**arcgeocoder**](https://dieghernan.github.io/arcgeocoder/)
    [@R-arcgeocoder]: Lite interface for geocoding with the ArcGIS REST API
    Service.

## Installation

Install **nominatimlite** from
[**CRAN**](https://CRAN.R-project.org/package=nominatimlite):

```{r, eval=FALSE}
install.packages("nominatimlite")
```

You can install the developing version of **nominatimlite** with:

```{r, eval=FALSE}
remotes::install_github("dieghernan/nominatimlite")
```

Alternatively, you can install **nominatimlite** using the
[r-universe](https://dieghernan.r-universe.dev/nominatimlite):

```{r, eval=FALSE}
# Install nominatimlite in R:
install.packages("nominatimlite",
  repos = c(
    "https://dieghernan.r-universe.dev",
    "https://cloud.r-project.org"
  )
)
```

## Usage

### `sf` objects

With **nominatimlite** you can extract spatial objects easily:

```{r pizzahut, fig.alt="Locations of Pizza Hut restaurants in California extracted with nominatimlite"}
library(nominatimlite)

# Extract some points - Pizza Hut in California

CA <- geo_lite_sf("California", points_only = FALSE)

pizzahut <- geo_lite_sf("Pizza Hut, California",
  limit = 50,
  custom_query = list(countrycodes = "us")
)

library(ggplot2)

ggplot(CA) +
  geom_sf() +
  geom_sf(data = pizzahut, col = "red")
```

You can also extract polygon and line objects (as provided by the Nominatim API)
using the option `points_only = FALSE`:

```{r statue_liberty, fig.alt="Location of Statue of Liberty extracted with nominatimlite"}
sol_poly <- geo_lite_sf("Statue of Liberty, NY, USA", points_only = FALSE) # a building - a polygon

ggplot(sol_poly) +
  geom_sf()
```

```{r line-object, fig.alt="Different features named Ohio extracted with nominatimlite"}
dayton <- geo_lite_sf("Dayton, OH") # default - a point
ohio_state <- geo_lite_sf("Ohio, USA", points_only = FALSE) # a US state - a polygon
ohio_river <- geo_lite_sf("Ohio river", points_only = FALSE) # a river - a line

ggplot() +
  geom_sf(data = ohio_state) +
  geom_sf(data = dayton, color = "red", pch = 4) +
  geom_sf(data = ohio_river, color = "blue")
```

### Geocoding and reverse geocoding

*Note: examples adapted from **tidygeocoder** package*

In this first example we will geocode a few addresses using the `geo_lite()`
function:

```{r example}
library(tibble)

# create a dataframe with addresses
some_addresses <- tribble(
  ~name,                  ~addr,
  "White House",          "1600 Pennsylvania Ave NW, Washington, DC",
  "Transamerica Pyramid", "600 Montgomery St, San Francisco, CA 94111",
  "Willis Tower",         "233 S Wacker Dr, Chicago, IL 60606"
)

# geocode the addresses
lat_longs <- geo_lite(some_addresses$addr, lat = "latitude", long = "longitude")
```

Only latitude and longitude are returned from the geocoder service in this
example, but `full_results = TRUE` can be used to return all of the data from
the geocoder service.

```{r echo=FALSE}
knitr::kable(lat_longs)
```

To perform reverse geocoding (obtaining addresses from geographic coordinates),
we can use the `reverse_geo_lite()` function. The arguments are similar to the
`geo_lite()` function, but now we specify the input data columns with the `lat`
and `long` arguments. The dataset used here is from the geocoder query above.
The single line address is returned in a column named by the `address`.

```{r}
reverse <- reverse_geo_lite(
  lat = lat_longs$latitude, long = lat_longs$longitude,
  address = "address_found"
)
```

```{r, echo = FALSE}
knitr::kable(reverse)
```

For more advance users, see [Nominatim
docs](https://nominatim.org/release-docs/latest/api/Search/) to check the
parameters available.

## Citation

```{r echo=FALSE, results='asis'}
print(citation("nominatimlite"), style = "html")
```

A BibTeX entry for LaTeX users is

```{r echo=FALSE, comment=""}
toBibtex(citation("nominatimlite"))
```

## References

::: {#refs}
:::

## Contributors









All contributions to this project are gratefully acknowledged using the [`allcontributors` package](https://github.com/ropensci/allcontributors) following the [allcontributors](https://allcontributors.org) specification. Contributions of any kind are welcome!

### Code









dieghernan






jlacko






alexwhitedatamine






### Issues









lshydro

Owner

Name: Diego H.
Login: dieghernan
Kind: user
Location: Madrid, ES

Website: https://dieghernan.github.io/
Twitter: dhernangomez
Repositories: 102
Profile: https://github.com/dieghernan

Citation (CITATION.cff)

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# CITATION file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
# --------------------------------------------
 
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message: 'To cite package "nominatimlite" in publications use:'
type: software
license: MIT
title: 'nominatimlite: Interface with ''Nominatim'' API Service'
version: 0.4.2
doi: 10.32614/CRAN.package.nominatimlite
identifiers:
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abstract: Lite interface for getting data from 'OSM' service 'Nominatim' <https://nominatim.org/release-docs/latest/>.
  Extract coordinates from addresses, find places near a set of coordinates and return
  spatial objects on 'sf' format.
authors:
- family-names: Hernangómez
  given-names: Diego
  email: diego.hernangomezherrero@gmail.com
  orcid: https://orcid.org/0000-0001-8457-4658
preferred-citation:
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  year: '2025'
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  url: https://dieghernan.github.io/nominatimlite/
  abstract: Lite interface for getting data from OSM service Nominatim <https://nominatim.org/release-docs/latest/>.
    Extract coordinates from addresses, find places near a set of coordinates and
    return spatial objects on sf format.
repository: https://CRAN.R-project.org/package=nominatimlite
repository-code: https://github.com/dieghernan/nominatimlite
url: https://dieghernan.github.io/nominatimlite/
contact:
- family-names: Hernangómez
  given-names: Diego
  email: diego.hernangomezherrero@gmail.com
  orcid: https://orcid.org/0000-0001-8457-4658
keywords:
- r
- geocoding
- openstreetmap
- address
- nominatim
- reverse-geocoding
- rstats
- shapefile
- r-package
- spatial
- cran
- api-wrapper
- api
- gis
references:
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  title: 'R: A Language and Environment for Statistical Computing'
  notes: Depends
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  authors:
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    address: Vienna, Austria
  year: '2025'
  version: '>= 3.6.0'
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  title: dplyr
  abstract: 'dplyr: A Grammar of Data Manipulation'
  notes: Imports
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  authors:
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    given-names: Hadley
    email: hadley@posit.co
    orcid: https://orcid.org/0000-0003-4757-117X
  - family-names: François
    given-names: Romain
    orcid: https://orcid.org/0000-0002-2444-4226
  - family-names: Henry
    given-names: Lionel
  - family-names: Müller
    given-names: Kirill
    orcid: https://orcid.org/0000-0002-1416-3412
  - family-names: Vaughan
    given-names: Davis
    email: davis@posit.co
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  year: '2025'
  doi: 10.32614/CRAN.package.dplyr
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  abstract: 'jsonlite: A Simple and Robust JSON Parser and Generator for R'
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  repository: https://CRAN.R-project.org/package=jsonlite
  authors:
  - family-names: Ooms
    given-names: Jeroen
    email: jeroenooms@gmail.com
    orcid: https://orcid.org/0000-0002-4035-0289
  year: '2025'
  doi: 10.32614/CRAN.package.jsonlite
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  abstract: 'sf: Simple Features for R'
  notes: Imports
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  repository: https://CRAN.R-project.org/package=sf
  authors:
  - family-names: Pebesma
    given-names: Edzer
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    address: Vienna, Austria
  year: '2025'
- type: software
  title: arcgeocoder
  abstract: 'arcgeocoder: Geocoding with the ''ArcGIS'' REST API Service'
  notes: Suggests
  url: https://dieghernan.github.io/arcgeocoder/
  repository: https://CRAN.R-project.org/package=arcgeocoder
  authors:
  - family-names: Hernangómez
    given-names: Diego
    email: diego.hernangomezherrero@gmail.com
    orcid: https://orcid.org/0000-0001-8457-4658
  year: '2025'
  doi: 10.32614/CRAN.package.arcgeocoder
- type: software
  title: ggplot2
  abstract: 'ggplot2: Create Elegant Data Visualisations Using the Grammar of Graphics'
  notes: Suggests
  url: https://ggplot2.tidyverse.org
  repository: https://CRAN.R-project.org/package=ggplot2
  authors:
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    given-names: Hadley
    email: hadley@posit.co
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    given-names: Winston
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    given-names: Lionel
  - family-names: Pedersen
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    given-names: Kohske
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    given-names: Claus
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    email: lionel@posit.co
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  "keywords": [
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}

GitHub Events

Total

Create event: 2
Issues event: 1
Release event: 1
Watch event: 1
Delete event: 1
Issue comment event: 3
Push event: 41
Pull request event: 4

Last Year

Create event: 2
Issues event: 1
Release event: 1
Watch event: 1
Delete event: 1
Issue comment event: 3
Push event: 41
Pull request event: 4

Committers

Last synced: over 1 year ago

All Time

Total Commits: 354
Total Committers: 8
Avg Commits per committer: 44.25
Development Distribution Score (DDS): 0.201

Past Year

Commits: 81
Committers: 5
Avg Commits per committer: 16.2
Development Distribution Score (DDS): 0.37

Top Committers

Name	Email	Commits
dieghernan	d**o@g**m	283
github-actions[bot]	4****]	36
GitHub Actions	a**s@g**m	18
imgbot[bot]	3****]	6
Jindra Lacko	j**o@g**m	5
dependabot[bot]	4****]	4
Alex W	1****e	1
ImgBotApp	I**p@g**m	1

Committer Domains (Top 20 + Academic)

github.com: 1

Issues and Pull Requests

Last synced: 4 months ago

All Time

Total issues: 18
Total pull requests: 37
Average time to close issues: 9 days
Average time to close pull requests: 5 days
Total issue authors: 5
Total pull request authors: 5
Average comments per issue: 1.0
Average comments per pull request: 1.05
Merged pull requests: 26
Bot issues: 1
Bot pull requests: 24

Past Year

Issues: 1
Pull requests: 5
Average time to close issues: 43 minutes
Average time to close pull requests: 42 minutes
Issue authors: 1
Pull request authors: 2
Average comments per issue: 0.0
Average comments per pull request: 1.0
Merged pull requests: 2
Bot issues: 0
Bot pull requests: 5

View more stats

Top Authors

Issue Authors

dieghernan (13)
jlacko (1)
github-actions[bot] (1)
lshydro (1)

Pull Request Authors

imgbot[bot] (19)
dieghernan (14)
dependabot[bot] (6)
jlacko (2)
alexwhitedatamine (1)

Top Labels

Issue Labels

help wanted (1) ci-issue (1)

Pull Request Labels

dependencies (6) enhancement (1) bug (1) github_actions (1)

Packages

Total packages: 1
Total downloads:
- cran 866 last-month

Total dependent packages: 1
Total dependent repositories: 1
Total versions: 13
Total maintainers: 1

cran.r-project.org: nominatimlite

Interface with 'Nominatim' API Service

Homepage: https://dieghernan.github.io/nominatimlite/
Documentation: http://cran.r-project.org/web/packages/nominatimlite/nominatimlite.pdf
License: MIT + file LICENSE
Latest release: 0.4.2
published about 1 year ago

Versions: 13
Dependent Packages: 1
Dependent Repositories: 1
Downloads: 866 Last month

Rankings

Stargazers count: 13.3%

Downloads: 17.1%

Dependent packages count: 18.1%

Average: 18.7%

Forks count: 21.0%

Dependent repos count: 23.9%

Maintainers (1)

diego.hernangomezherrero@gmail.com

Last synced: 4 months ago

nominatimlite

Science Score: 57.0%

Keywords

Keywords from Contributors

Repository

Basic Info

Statistics

Topics

Metadata Files

README.Rmd

Owner

Citation (CITATION.cff)

CodeMeta (codemeta.json)

GitHub Events

Total

Last Year

Committers

All Time

Past Year

Top Committers

Committer Domains (Top 20 + Academic)

Issues and Pull Requests

All Time

Past Year

Top Authors

Issue Authors

Pull Request Authors

Top Labels

Issue Labels

Pull Request Labels

Packages

cran.r-project.org: nominatimlite

Rankings

Maintainers (1)