#rstats #spanishoddata will be presented next week at the MNO-MINDS ESSnet Project Final Conference cros.ec.europa.eu/event/mno-mi... at OECD office in Paris. Access Spanish Open Human Mobility Big Data in a reproducible way that is analysis ready. ropenspain.github.io/spanishoddata/
Here's an ad that Google Opal created for #rstats #spanishoddata ropenspain.github.io/spanishoddata/ The flows map in the end is not so good, but the overall idea of the package is represented quite well. Quickly get OD flows from Spanish big open human mobility data.
banner advertising key changes in spanishoddata 0.2.0
๐ ๐๐ฝ๐ฎ๐ป๐ถ๐๐ต๐ผ๐ฑ๐ฑ๐ฎ๐๐ฎ 0.2.0 is here. As before, you are getting nicely formatted Open Mobility Big Data released by the Spanish Ministry of Transport and Sustainable Mobility (MITMS) in a reproducible way. #rstats #opendata #HumanMobility #spanishoddata full changelog: ropenspain.github.io/spanishoddat...
Buen trabajo, pero hay algunas observaciones: el archivo CSV no estรก comprimido con gzip y no se ha compartido el cรณdigo. #spanishoddata te permitirรญa hacer que tu proceso de generaciรณn de datos fuera mรกs transparente y reproducible. ropenspain.github.io/spanishoddata/
Open human mobility data in Spain is available NOW, thanks to Ministerio Transportes y Movilidad Sostenible, @nommon-solutions.bsky.social directly at www.transportes.gob.es/ministerio/p... and via #rstats package #spanishoddata ropenspain.github.io/spanishoddata/
Banner advertising the talk at #geomobBER on June 4th 2025. Talk title: "Massive open mobile phone derived human mobility data is coming to the EU"
On June 4th, 2025, I will be speaking at Geomob in Berlin about open human mobility data in Spain and the EU, and its practical and scientific applications. #geomobBER . Attendance is free, just register at thegeomob.com/post/june-4t... . I will briefly mention #rstats #spanishoddata too, of course)
๐ป One of the tutorials at @ic2s2.bsky.social in Norrkรถping this year is our tutorial on analyzing and visualizing large open human mobility data in Spain using R #rstats. It will cover #spanishoddata (ropenspain.github.io/spanishoddata/), #flowmapper (github.com/JohMast/flow.... ๐งต๐
Even outside the events such as this mini-hackathon, feel free to reach out to me for a video call to work on any of my packages if you are interested. Issues for #rJavaEnv ( github.com/search?q=lab... ) and for #spanishoddata ( github.com/search?q=lab... ). #rstats
spanishoddata R package to access national high-quality and open-access datasets on movement patterns derived from mobile telephone datasets in Spain
#spanishoddata #rstats is on the Joseph Rickert's (@rworks.bsky.social) top 40 list for December 2024 rworks.dev/posts/decemb...
Get open human mobility data for Spain via #spanishoddata:
ropenspain.github.io/spanishoddata/
Here is some reporting following the preliminary tests of progress bar in #rstats #spanishoddata + #duckdb : github.com/rOpenSpain/s... So far - the progress bar implementation in the latest pull request to @duckdb.org for R is not very useful, but hopefully it will get better.
๐ฅ Top DuckDB-related post today: bsky.app/profile/did:plc:hoh34dfl...
egorkotov.bsky.social โค๏ธ 9 quacks!
#DuckDB #rstats that powers #spanishoddata will soon get the progress bar for long running queries getting and convertin...
#DuckDB for R pull request for progress bar: github.com/duckdb/duckd...
Preliminary tests of #spanishoddata with #DuckDB progress bar: github.com/duckdb/duckd...
To track when progress bar becomes available in #spanishoddata, follow the issue: github.com/rOpenSpain/s...
spanishoddata R package and an impression of how progress bar will look like
#DuckDB #rstats that powers #spanishoddata will soon get the progress bar for long running queries getting and converting human mobility flows based on mobile phone signalling data. We are already testing this to have it available as soon as it is shipped with the CRAN release of #DuckDB.
Screenshot showing that spanishoddata is linked to from the website of the Ministry of Transport and Sustainable Mobility of Spain as one of the alternative ways to access the data.
๐ #rstats #spanishoddata is now featured on the Ministerio de Transportes y Movilidad Sostenible's website as one of the alternative ways to access the open human mobility data for Spain: www.transportes.gob.es/ministerio/p...
#gischat
#spanishoddata home is here: ropenspain.github.io/spanishoddata/
๐ #spanishoddata #rstats is on CRAN! ๐ฅณ #gischat
Download it as usual: install.packages('spanishoddata')
Read our guides in the articles section of the website: ropenspain.github.io/spanishoddata/
Report bugs at: github.com/rOpenSpain/s...
Thanks to bsky.app/profile/robi... and Eugeni Vidal-Tortosa
You can also try it online. Just go to the repository below, launch it with "launch binder" button and in 2-3 minutes RStudio with preinstalled #spanishoddata package will be available for you to play with:
github.com/e-kotov/span...
#spanishoddata #rstats is now 13 times faster to get basic origin-destination flows count at municipal level for a single day. All thanks to the new function that works directly with #GraphQL API Just 3-4 seconds you have the data down from 1 minute! Tutorial: ropenspain.github.io/spanishoddat...
I found #spanishoddata ( ropenspain.github.io/spanishoddata/ ) on this fancy hex sticker t-shirt by @schochastics.net . #rJavaEnv ( www.ekotov.pro/rJavaEnv/ ) must be on the back. Fun thing you can do this weekend is try to find your #rstats package. Full size source img: github.com/schochastics...
#30DayMapChallenge #Choropleth #DANA #Spain Impact of DANA on displacement from the usual residence in Spain. Interactive map: www.ekotov.pro/2024-30DayMa... | Code: github.com/e-kotov/2024... #rstats #spanishoddata (ropenspain.github.io/spanishoddata/) + #mapgl (by @kylewalker.bsky.social)
#30DayMapChallenge #aNewTool #rstats #spanishoddata ( ropenspain.github.io/spanishoddata/ ) meets #mapgl (by
@kylewalker.bsky.social ) and #flowmapper (by github.com/JohMast) to show differences between daily home-work-home trips and all other frequent and infrequent trips in Barcelona.
If you want to study the data on your own, you can do so easily by getting the data from the Ministry ( www.transportes.gob.es/ministerio/p... ) or with facilitation of the #spanishoddata #rstats package ( ropenspain.github.io/spanishoddata/ ).
We don't have tutorials how to draw mobility flows by hand, but we do explain how to easily do it with code in R. E.g. our tutorial for static maps ropenspain.github.io/spanishoddat... #rstats #spanishoddata
A hand drawn logo of spanishoddata R package
#30DayMapChallenge #PenAndPaper obviously, I would not be in mapping without digital tools, I am a lousy hand drawer. Get open mobility data with #rstats #spanishoddata at github.com/rOpenSpain/s... . And don't be shy to give us a GitHub star if you like it.
code for the plot: github.com/e-kotov/2024...
#rstats #spanishoddata package to access the data: ropenspain.github.io/spanishoddata/
original data: www.transportes.gob.es/ministerio/p...
The map shows the affected municipalities in Spain and emphasizes the most affected areas by exaggerating the size of the polygons by the number of trips.
#30DayMapChallenge #polygons #Spain #DANA #humanmobility #movilidad up to 2% of typical daily mobility in Spain was affected by DANA as of 31 October, based on open mobility data for 2023 and road closures data. Via: #rstats #spanishoddata ropenspain.github.io/spanishoddata/
Map visualization titled 'Dominance of Female Commuters in Urban Destinations Across Spain.' The map of Spain is marked with clusters of yellow and purple dots indicating commuter patterns. Yellow dots signify areas with more female trips, and these are predominantly urban, purple dots represent more male trips, and grey areas indicate no data available. The map highlights various regions with differing gender commuting dominance, revealing trends in mobility across Spain. Map author is Egor Kotov. Map is prepared for the #30DayMapChallenge, utilizing data from the Ministry of Transport and Sustainable Mobility of Spain and Nommom, using spanishoddata R package (member of rOpenSpain).
#30DayMapChallenge #points I looked at the ratio of male/female commuters. Seems like in most urban centers the commuting flows are dominated by women. Explore the data yourself with #rstats #spanishoddata package ropenspain.github.io/spanishoddata/ data: Ministry of Transport (Spain), Nommon
