datazoom.amazonia

Facilitates access to official Brazilian Amazon data, including agriculture, deforestation, production.
https://github.com/datazoompuc/datazoom.amazonia

Category: Biosphere
Sub Category: Deforestation and Reforestation

Keywords

amazonia deforestation environment

Keywords from Contributors

municipality datazoom

Last synced: about 10 hours ago
JSON representation

Repository metadata

Simplify access to data from the Brazilian Amazon

Host: GitHub
URL: https://github.com/datazoompuc/datazoom.amazonia
Owner: datazoompuc
License: other
Created: 2020-10-10T16:09:33.000Z (about 6 years ago)
Default Branch: master
Last Pushed: 2026-10-31T02:33:04.000Z (1 day ago)
Last Synced: 2026-11-01T05:31:42.145Z (about 10 hours ago)
Topics: amazonia, deforestation, environment
Language: R
Homepage:
Size: 293 MB
Stars: 65
Watchers: 1
Forks: 10
Open Issues: 9
Releases: 2
Metadata Files:
- Readme: README.md
- Changelog: NEWS.md
- License: LICENSE

output: github_document

knitr::opts_chunk$set(
  collapse = TRUE,
  comment = "#>",
  fig.path = "man/figures/README-",
  out.width = "100%"
)

datazoom.amazonia

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The datazoom.amazonia package facilitates access to official Brazilian Amazon data, including agriculture, deforestation, production. The package provides functions that download and pre-process selected datasets.

Installation

You can install the released version of datazoom.amazonia from
CRAN with:

install.packages("datazoom.amazonia")

And the development version from GitHub with:

# install.packages("devtools")
devtools::install_github("datazoompuc/datazoom.amazonia")

devtools::load_all()
# Includes a vignette in the README, stripping its YAML front matter and
# neutralizing body horizontal rules ("---") so pandoc does not misread them
# as YAML metadata blocks when the vignettes are concatenated.
include_vignette <- function(f) {
  x <- readLines(f, encoding = "UTF-8", warn = FALSE)
  hr <- grep("^---\\s*$", x)
  if (length(hr) >= 2 && hr[1] == 1) x <- x[-(1:hr[2])]
  x[grepl("^---\\s*$", x)] <- "***"
  cat(knitr::knit_child(text = paste(x, collapse = "\n"), quiet = TRUE), sep = "\n")
}

1 - Environmental data


PRODES	Yearly deforestation
DETER	Alerts on forest cover changes
DEGRAD	Forest degradation
Imazon	Deforestation pressure in the Amazon


IBAMA	Environmental fines
MapBiomas	Land cover and land use
TerraClimate	Climate data
SEEG	Greenhouse gas emission estimates
CENSOAGRO	Agriculture activities

2 - Social data


IPS	Amazon Social Progress Index
IEMA	Access to electricity in the Amazon region
Population	Population

3 - Economic data


COMEX	Brazilian foreign trade
BACI	Global foreign trade
PIB-Munic	Municipal GDP
CEMPRE	Central register of companies
PAM	Agricultural production


PEVS	Forestry and extraction
PPM	Livestock farming
SIGMINE	Mining
ANEEL	Energy development
EPE	Energy consumption

4 - Other tools


Legal Amazon Municipalities	Dataset with Brazilian cities and whether they belong to the Legal Amazon
The 'googledrive' package	Troubleshooting and information for downloads from Google Drive

A note on coverage: the years, versions and collections listed for each dataset follow what the data provider currently publishes, so they can change as new releases come out. If a time_period or year you request is not accepted, check the provider's website for the latest coverage, or the package's dataset table at datasets_link.csv.

Environmental Data

PRODES

include_vignette("vignettes/PRODES.Rmd")

DETER

include_vignette("vignettes/DETER.Rmd")

DEGRAD

include_vignette("vignettes/DEGRAD.Rmd")

Imazon

include_vignette("vignettes/IMAZON.Rmd")

🔴 This function uses the googledrive package to download data. In case of authentication errors, see googledrive.

IBAMA

include_vignette("vignettes/IBAMA.Rmd")

MapBiomas

include_vignette("vignettes/MAPBIOMAS.Rmd")

TerraClimate

include_vignette("vignettes/TERRACLIMATE.Rmd")

SEEG

include_vignette("vignettes/SEEG.Rmd")

🔴 This function uses the googledrive package to download data at the municipality level. In case of authentication errors, see googledrive.

CENSOAGRO

include_vignette("vignettes/CENSOAGRO.Rmd")

IPS

include_vignette("vignettes/IPS.Rmd")

IEMA

include_vignette("vignettes/IEMA.Rmd")

🔴 This function uses the googledrive package to download data. In case of authentication errors, see googledrive.

Population

include_vignette("vignettes/POPULATION.Rmd")

Economic Data

COMEX

include_vignette("vignettes/COMEX.Rmd")

BACI

include_vignette("vignettes/BACI.Rmd")

PIB-Munic

include_vignette("vignettes/PIBMUNIC.Rmd")

CEMPRE

include_vignette("vignettes/CEMPRE.Rmd")

PAM

include_vignette("vignettes/PAM.Rmd")

PEVS

include_vignette("vignettes/PEVS.Rmd")

PPM

include_vignette("vignettes/PPM.Rmd")

SIGMINE

include_vignette("vignettes/SIGMINE.Rmd")

ANEEL

include_vignette("vignettes/ANEEL.Rmd")

EPE

include_vignette("vignettes/EPE.Rmd")

Other tools

Legal Amazon Municipalities

include_vignette("vignettes/municipalities.Rmd")

The 'googledrive' package

include_vignette("vignettes/GOOGLEDRIVE.Rmd")

Credits

DataZoom is developed by a team at Pontifícia Universidade Católica do Rio de Janeiro (PUC-Rio), Department of Economics. Our official website is at: https://datazoom.com.br/pt/.

To cite package datazoom.amazonia in publications use:

Data Zoom (2023). Data Zoom: Simplifying Access To Brazilian Microdata.
https://datazoom.com.br/en/

A BibTeX entry for LaTeX users is:

@Unpublished{DataZoom2023,
	author = {Data Zoom},
	title = {Data Zoom: Simplifying Access To Brazilian Microdata},
	url = {https://datazoom.com.br/en/},
	year = {2023},
}

Owner metadata

Name: Data Zoom
Login: datazoompuc
Email: datazoom@econ.puc-rio.br
Kind: organization
Description: Project developed by the Economics Department of PUC-Rio. It aims to promote access, processing, and analysis of Brazilian microdata.
Website: https://datazoom.com.br/
Location: PUC-Rio
Twitter: data_zoom
Company:
Icon url: https://avatars.githubusercontent.com/u/57681933?v=4
Repositories: 12
Last ynced at: 2026-10-25T02:22:39.284Z
Profile URL: https://github.com/datazoompuc

GitHub Events

Total

Create event: 40
Delete event: 36
Fork event: 1
Issue comment event: 28
Issues event: 37
Pull request event: 44
Pull request review comment event: 35
Pull request review event: 38
Push event: 235
Watch event: 7

Last Year

Create event: 16
Delete event: 13
Issue comment event: 5
Issues event: 8
Pull request event: 6
Pull request review event: 1
Push event: 49

Committers metadata

Last synced: 1 day ago

Total Commits: 1,024
Total Committers: 38
Avg Commits per committer: 26.947
Development Distribution Score (DDS): 0.822

Commits in past year: 81
Committers in past year: 12
Avg Commits per committer in past year: 6.75
Development Distribution Score (DDS) in past year: 0.667

Name	Email	Commits
Igor Rigolon	i**e@h**m	182
FredieDidier	f**r@t**r	126
gnjardim	4****m	114
BrunoAlcantaraD	6****D	102
arthurcbps	a**s@g**m	76
Victor Aliende da Matta	v**4@g**m	73
Daniel AC Barbosa	d**b@g**m	49
annasaraiva	a****a	49
Bernardo Furlanetto Sieira	b**a@g**m	48
Francisco	f**i@g**m	43
titogbruni	t**i@g**m	19
phlebailly6	1****6	18
Luiz Guilherme Lopes Moussatche	l**m@g**m	17
brenoavidos	b**s@g**m	15
Gerônimo S. Pulitini	g**p@o**m	13
Maria Clara Mano	m**o@g**m	8
Laura T. Regadas	l**s@g**m	8
Michelle Souza	M**0@g**m	8
Fernanda Watkins	f**w@g**m	7
Antonio Bergallo	1****o	7
Victor Hugo Schieck Terziani	1****i	5
Isaac Newton	i**n@c**g	4
giuliaimbu	1****u	4
Giovanna Ribeiro	g**2@g**m	3
João Paulo Barbosa	j**9@g**m	3
carolinamoura2000	1****0	3
github-actions[bot]	4****]	3
LuanaLaport	l**s@i**m	2
Matthieu	M**r@g**m	2
Shai	1****i	2
and 8 more...

Committer domains:

cambridge.org: 1
terra.com.br: 1

Issue and Pull Request metadata

Last synced: 1 day ago

Total issues: 92
Total pull requests: 168
Average time to close issues: 3 months
Average time to close pull requests: 20 days
Total issue authors: 24
Total pull request authors: 24
Average comments per issue: 0.82
Average comments per pull request: 0.42
Merged pull request: 135
Bot issues: 1
Bot pull requests: 3

Past year issues: 14
Past year pull requests: 54
Past year average time to close issues: about 1 month
Past year average time to close pull requests: 6 days
Past year issue authors: 6
Past year pull request authors: 12
Past year average comments per issue: 0.86
Past year average comments per pull request: 0.46
Past year merged pull request: 39
Past year bot issues: 1
Past year bot pull requests: 3

More stats: https://issues.ecosyste.ms/repositories/lookup?url=https://github.com/datazoompuc/datazoom.amazonia

Top Issue Authors

IgorRigolon (15)
VictorHugoTerziani (12)
giuliaimbu (11)
AntonioBergallo (10)
bernardo-sieira (8)
lauratregadas (6)
gnjardim (4)
fernandanevesw (4)
ArthurLins-code (3)
reichaves (2)
phlebailly6 (2)
efram2 (2)
geamaro (2)
github-actions[bot] (1)
sam-a-levy (1)

Top Pull Request Authors

bernardo-sieira (31)
IgorRigolon (29)
phlebailly6 (21)
gnjardim (13)
brenoavidos (11)
AntonioBergallo (6)
giuliaimbu (6)
LuanaLaport (6)
efram2 (6)
Vanndher (6)
OlivazShai (4)
carolinamoura2000 (4)
VictorHugoTerziani (4)
github-actions[bot] (3)
FredieDidier (3)

Top Issue Labels

bug (32)
enhancement (22)
documentation (5)
manifest (1)

Top Pull Request Labels

enhancement (3)
manifest (3)
documentation (2)
bug (1)

Package metadata

Total packages: 2
Total downloads:
- cran: 436 last-month
Total dependent packages: 0 (may contain duplicates)
Total dependent repositories: 0 (may contain duplicates)
Total versions: 8
Total maintainers: 1

proxy.golang.org: github.com/datazoompuc/datazoom.amazonia

Homepage:
Documentation: https://pkg.go.dev/github.com/datazoompuc/datazoom.amazonia#section-documentation
Licenses: other
Latest release: v1.2.0 (published 4 months ago)
Last Synced: 2026-10-31T05:03:16.595Z (1 day ago)
Versions: 2
Dependent Packages: 0
Dependent Repositories: 0
Rankings:
- Dependent packages count: 5.401%
- Average: 5.583%
- Dependent repos count: 5.764%

cran.r-project.org: datazoom.amazonia

Simplify Access to Data from the Amazon Region

Homepage: https://datazoom.com.br/amazonia/en/
Documentation: http://cran.r-project.org/web/packages/datazoom.amazonia/datazoom.amazonia.pdf
Licenses: MIT + file LICENSE
Latest release: 1.2.0 (published 4 months ago)
Last Synced: 2026-10-31T05:03:15.391Z (1 day ago)
Versions: 6
Dependent Packages: 0
Dependent Repositories: 0
Downloads: 436 Last month
Rankings:
- Dependent packages count: 29.797%
- Average: 33.463%
- Downloads: 35.137%
- Dependent repos count: 35.455%
Maintainers (1)
- lauratregadas@gmail.com

Dependencies

DESCRIPTION cran

R >= 4.0 depends
Hmisc * imports
RCurl * imports
XML * imports
data.table * imports
dplyr * imports
janitor * imports
lubridate * imports
magrittr * imports
purrr * imports
readr * imports
readxl * imports
sf * imports
sidrar * imports
stringi * imports
stringr * imports
tibble * imports
tidyr * imports
utils * imports
foreign * suggests
googledrive * suggests
knitr * suggests
rmarkdown * suggests
terra * suggests

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Score: 14.021584448026147

datazoom.amazonia

Keywords

Keywords from Contributors

Repository metadata

README.md

output: github_document

datazoom.amazonia

Installation

Environmental Data

PRODES

DETER

DEGRAD

Imazon

IBAMA

MapBiomas

TerraClimate

SEEG

CENSOAGRO

Social Data

IPS

IEMA

Population

Economic Data

COMEX

BACI

PIB-Munic

CEMPRE

PAM

PEVS

PPM

SIGMINE

ANEEL

EPE

Other tools

Legal Amazon Municipalities

The 'googledrive' package

Credits

Owner metadata

GitHub Events

Total

Last Year

Committers metadata

Committer domains:

Issue and Pull Request metadata

Top Issue Authors

Top Pull Request Authors

Top Issue Labels

Top Pull Request Labels

Package metadata

proxy.golang.org: github.com/datazoompuc/datazoom.amazonia

cran.r-project.org: datazoom.amazonia

Dependencies