#movingpandas — Public Fediverse posts

The new #MovingPandas release 0.23 has just landed in pypi and conda-forge and I want to share with you two highlights

http://anitagraser.com/2026/08/09/movingpandas-0-23-released/

The new #MovingPandas release 0.23 has just landed in pypi and conda-forge and I want to share with you two highlights

http://anitagraser.com/2026/08/09/movingpandas-0-23-released/

Creating animation using #Blender and Python. Garbage truck 🗑️ movement animation for Kaohsiung City from Tue, 4/15 to Thu, 4/17. Garbage collection in the city is mainly in the afternoons and evenings.
#b3d #MovingPandas

Creating animation using #Blender and Python. Garbage truck 🗑️ movement animation for Kaohsiung City from Tue, 4/15 to Thu, 4/17. Garbage collection in the city is mainly in the afternoons and evenings.
#b3d #MovingPandas

Lots of #MovementDataAnalytics on stage at #SDSC25 today 🤩
Including yours truly with @movingpandas and @qgis #Trajectools

#osgeo #qgis #movingpandas #gischat

Lots of #MovementDataAnalytics on stage at #SDSC25 today 🤩
Including yours truly with @movingpandas and @qgis #Trajectools

#osgeo #qgis #movingpandas #gischat

Working on making #Trajectools faster 🏃‍♀️

First steps: https://codeberg.org/movingpandas/trajectools/issues/67#issuecomment-3966533

More improvements coming with the next #MovingPandas release

#QGIS #GISChat

Working on making #Trajectools faster 🏃‍♀️

First steps: https://codeberg.org/movingpandas/trajectools/issues/67#issuecomment-3966533

More improvements coming with the next #MovingPandas release

#QGIS #GISChat

A new milestone for @movingpandas: 💯 repositories depend on #MovingPandas according to https://github.com/movingpandas/movingpandas/network/dependents

#MovementDataAnalytics #GISChat #OpenSource

A new milestone for @movingpandas: 💯 repositories depend on #MovingPandas according to https://github.com/movingpandas/movingpandas/network/dependents

#MovementDataAnalytics #GISChat #OpenSource

🥳 New versions of @movingpandas and #Trajectools have just landed:

🚢🚚🚲🦅 #MovingPandas 0.21.3 https://github.com/movingpandas/movingpandas/releases/tag/v0.21.3

:qgis: Trajectools 2.5 https://codeberg.org/movingpandas/trajectools/releases/tag/v2.5

🙏 Please update your MovingPandas install to get all the improvements in #QGIS Trajectools https://plugins.qgis.org/plugins/processing_trajectory/#plugin-versions

#GISChat #MovementDataAnalytics #MobilityDataScience #Python

🥳 New versions of @movingpandas and #Trajectools have just landed:

🚢🚚🚲🦅 #MovingPandas 0.21.3 https://github.com/movingpandas/movingpandas/releases/tag/v0.21.3

:qgis: Trajectools 2.5 https://codeberg.org/movingpandas/trajectools/releases/tag/v2.5

🙏 Please update your MovingPandas install to get all the improvements in #QGIS Trajectools https://plugins.qgis.org/plugins/processing_trajectory/#plugin-versions

#GISChat #MovementDataAnalytics #MobilityDataScience #Python

Only one more week to submit to ACM TSAS special issue on Urban Mobility https://dl.acm.org/pb-assets/static_journal_pages/tsas/pdf/TSAS_Special_Issue_Urban_Mobility-1737749682787.pdf

HT https://mastodon.social/@luis_de_sousa/113946946892555809

#MobilityDataScience #MovingPandas

Only one more week to submit to ACM TSAS special issue on Urban Mobility https://dl.acm.org/pb-assets/static_journal_pages/tsas/pdf/TSAS_Special_Issue_Urban_Mobility-1737749682787.pdf

HT https://mastodon.social/@luis_de_sousa/113946946892555809

#MobilityDataScience #MovingPandas

Today I'm at #edbticdt2025 to present MobiML, our latest contribution to facilitate #MachineLearning from movement data, building on @movingpandas, #pymeos, and others

More details:
https://github.com/movingpandas/mobiml

#MobilityDataScience #movingpandas #bmda2025

Today I'm at #edbticdt2025 to present MobiML, our latest contribution to facilitate #MachineLearning from movement data, building on @movingpandas, #pymeos, and others

More details:
https://github.com/movingpandas/mobiml

#MobilityDataScience #movingpandas #bmda2025

I've had smoother releases 🙃

But hey, #MovingPandas 0.21 is here https://github.com/movingpandas/movingpandas/releases

Make sure to update if you want to use the new #QGIS #Trajectools plugin version which will be released soon 🆙

#MovementDataAnalytics #MobilityDataScience #Python #DataScience #GISChat

I've had smoother releases 🙃

But hey, #MovingPandas 0.21 is here https://github.com/movingpandas/movingpandas/releases

Make sure to update if you want to use the new #QGIS #Trajectools plugin version which will be released soon 🆙

#MovementDataAnalytics #MobilityDataScience #Python #DataScience #GISChat

Yay or nay?

I'm contemplating changing the behavior of the TemporalSplitter in @movingpandas because I think that there should be no gaps in the results 🤔

Details: https://github.com/movingpandas/movingpandas/issues/446

#FollowerPower #GISChat #MovingPandas #MovementDataAnalytics

Yay or nay?

I'm contemplating changing the behavior of the TemporalSplitter in @movingpandas because I think that there should be no gaps in the results 🤔

Details: https://github.com/movingpandas/movingpandas/issues/446

#FollowerPower #GISChat #MovingPandas #MovementDataAnalytics

Interesting to see the distance between Maplands (home of
@qgis) and Geosppytiallia (home of @movingpandas) in #MapOfGithub https://anvaka.github.io/map-of-github/#11.91/27.53081/20.1991

Why are Lidaria and Carto3Dica in between?

It's all #AI(Landia) 😜 #GeoAI

#GISChat #QGIS #MovingPandas #SpatialDataScience

Interesting to see the distance between Maplands (home of
@qgis) and Geosppytiallia (home of @movingpandas) in #MapOfGithub https://anvaka.github.io/map-of-github/#11.91/27.53081/20.1991

Why are Lidaria and Carto3Dica in between?

It's all #AI(Landia) 😜 #GeoAI

#GISChat #QGIS #MovingPandas #SpatialDataScience

Urban Mobility Insights with #MovingPandas & #CARTO in #Snowflake

Today, I want to point out a blog post over at written together with my fellow co-authors and @emeraldseu project team member Argyrios Kyrgiazos.

For the technically inclined, the highlight are the presented UDFs in Snowflake to process and transform the trajectory data.

http://anitagraser.com/2024/12/17/urban-mobility-insights-with-movingpandas-carto-in-snowflake/

#GISChat #MovementDataAnalytics

Urban Mobility Insights with #MovingPandas & #CARTO in #Snowflake

Today, I want to point out a blog post over at written together with my fellow co-authors and @emeraldseu project team member Argyrios Kyrgiazos.

For the technically inclined, the highlight are the presented UDFs in Snowflake to process and transform the trajectory data.

http://anitagraser.com/2024/12/17/urban-mobility-insights-with-movingpandas-carto-in-snowflake/

#GISChat #MovementDataAnalytics

🎉 We're happy to announce the release of #MovingPandas 0.20, now without fiona dependency

For the full changelog see:
https://github.com/movingpandas/movingpandas/releases/tag/v0.20

Freshly forged packages 📦  are available now on conda-forge

#python #datascience #mobility #movementdataanalysis

🎉 We're happy to announce the release of #MovingPandas 0.20, now without fiona dependency

For the full changelog see:
https://github.com/movingpandas/movingpandas/releases/tag/v0.20

Freshly forged packages 📦  are available now on conda-forge

#python #datascience #mobility #movementdataanalysis

New #bicycle 🚲 research #preprint using yours truly:

Skåntorp et al. (2024). Data-driven bicycle driving cycles via mixed-integer programming

"we utilized the #KalmanFilter from the #MovingPandas library"

http://dx.doi.org/10.13140/RG.2.2.19928.10240

For the full list of publications we're aware of, check out:

https://github.com/movingpandas/movingpandas/blob/main/README.md#scientific-publications-using-movingpandas

#MixedIntegerProgramming #MovementDataAnalysis #MobilityDataAnalytics #MobilityDataScience #cycling #ActiveMobility #TrajectoryData

New #bicycle 🚲 research #preprint using yours truly:

Skåntorp et al. (2024). Data-driven bicycle driving cycles via mixed-integer programming

"we utilized the #KalmanFilter from the #MovingPandas library"

http://dx.doi.org/10.13140/RG.2.2.19928.10240

For the full list of publications we're aware of, check out:

https://github.com/movingpandas/movingpandas/blob/main/README.md#scientific-publications-using-movingpandas

#MixedIntegerProgramming #MovementDataAnalysis #MobilityDataAnalytics #MobilityDataScience #cycling #ActiveMobility #TrajectoryData

@underdarkGIS if you prefer working directly in #Python, have a look at the #MovingPandas example notebook at https://movingpandas.github.io/movingpandas-website/1-tutorials/10-smoothing-trajectories.html

#GISChat #SDSL2024 #MovementDataAnalysis #MobilityDataAnalytics

@underdarkGIS if you prefer working directly in #Python, have a look at the #MovingPandas example notebook at https://movingpandas.github.io/movingpandas-website/1-tutorials/10-smoothing-trajectories.html

#GISChat #SDSL2024 #MovementDataAnalysis #MobilityDataAnalytics

New release 🎉

#Trajectools 2.3 brings trajectory generalization, cleaning, and smoothing algorithms to #QGIS

Inspired by #SDSL2024, I've written up the first Trajectools tutorial on #trajectory data preprocessing

http://anitagraser.com/2024/09/21/trajectools-tutorial-trajectory-preprocessing/

#MovementDataAnalysis #MobiltyDataAnalytics #GISChat #MovingPandas

New release 🎉

#Trajectools 2.3 brings trajectory generalization, cleaning, and smoothing algorithms to #QGIS

Inspired by #SDSL2024, I've written up the first Trajectools tutorial on #trajectory data preprocessing

http://anitagraser.com/2024/09/21/trajectools-tutorial-trajectory-preprocessing/

#MovementDataAnalysis #MobiltyDataAnalytics #GISChat #MovingPandas

Leaving Prague with tons of new ideas and impressions.

Thanks @martinfleis and team for organizing and hosting this 2nd edition of SDSL. Looking forward to many more to come

#GISChat #SpatialDataScience #MovingPandas #MovementDataAnalytics #MobilityDataScience #GeoPandas #Opensource

Leaving Prague with tons of new ideas and impressions.

Thanks @martinfleis and team for organizing and hosting this 2nd edition of SDSL. Looking forward to many more to come

#GISChat #SpatialDataScience #MovingPandas #MovementDataAnalytics #MobilityDataScience #GeoPandas #Opensource

Pleasure to see more and more use from students:

"we utilize the stop detection tools provided by MovingPandas"

Wicaksono, S. B. (2024). From Data Cleaning to Predictive Models: A Strategic Approach to Analyzing Bus and Ship Trajectories. Master Thesis in Data Science, Department of Mathemetics, University of Padova.

https://thesis.unipd.it/handle/20.500.12608/69505

#DataScience #MovingPandas #MovementDataAnalytics #MobilityDataScience #GISChat

Pleasure to see more and more use from students:

"we utilize the stop detection tools provided by MovingPandas"

Wicaksono, S. B. (2024). From Data Cleaning to Predictive Models: A Strategic Approach to Analyzing Bus and Ship Trajectories. Master Thesis in Data Science, Department of Mathemetics, University of Padova.

https://thesis.unipd.it/handle/20.500.12608/69505

#DataScience #MovingPandas #MovementDataAnalytics #MobilityDataScience #GISChat

Excited to share the latest news from our @emeraldseu project:

Urban #Mobility Insights with #MovingPandas & #CARTO @carto in #Snowflake

... including #UDF code for those of you who are technically inclined 😉

https://carto.com/blog/urban-mobility-insights-with-movingpandas-carto-in-snowflake

#GISChat #MobilityDataAnalysis #MovementDataAnalytics #snowflakedb #gis #SpatialDataScience

Excited to share the latest news from our @emeraldseu project:

Urban #Mobility Insights with #MovingPandas & #CARTO @carto in #Snowflake

... including #UDF code for those of you who are technically inclined 😉

https://carto.com/blog/urban-mobility-insights-with-movingpandas-carto-in-snowflake

#GISChat #MobilityDataAnalysis #MovementDataAnalytics #snowflakedb #gis #SpatialDataScience

Our tutorials and analysis notebooks now come with plenty of usage examples for the new explore() function which provides #folium powered interactive plots

You probably already know and appreciate it from #GeoPandas and now you can also enjoy it in #MovingPandas

https://movingpandas.org/examples

#gischat #MovementDataAnalytics #MobilityDataAnalysis

Our tutorials and analysis notebooks now come with plenty of usage examples for the new explore() function which provides #folium powered interactive plots

You probably already know and appreciate it from #GeoPandas and now you can also enjoy it in #MovingPandas

https://movingpandas.org/examples

#gischat #MovementDataAnalytics #MobilityDataAnalysis

@liamcaffrey I tried, but unfortunately, nothing ChatGPT came up with really worked for me. So I ended up copying from the #geopandas docs again 😅

So the Trajectory and TrajectoryCollection pages are now better structured:
https://movingpandas.readthedocs.io/en/main/api/trajectory.html

#movingpandas

@liamcaffrey I tried, but unfortunately, nothing ChatGPT came up with really worked for me. So I ended up copying from the #geopandas docs again 😅

So the Trajectory and TrajectoryCollection pages are now better structured:
https://movingpandas.readthedocs.io/en/main/api/trajectory.html

#movingpandas

#MovingPandas 0.19 released!

This release is the first to support #GeoPandas 1.0. Additionally, this release adds multiple new features, including: New explore() function adds interactive #folium / #leaflet maps New support for #mfjson trajectory For the full change log, check out the release page.

http://anitagraser.com/2024/08/23/movingpandas-0-19-released/

#MovingPandas 0.19 released!

This release is the first to support #GeoPandas 1.0. Additionally, this release adds multiple new features, including: New explore() function adds interactive #folium / #leaflet maps New support for #mfjson trajectory For the full change log, check out the release page.

http://anitagraser.com/2024/08/23/movingpandas-0-19-released/

#MovingPandas example notebook links to #mybinder should be back in business 🎉

https://mybinder.org/v2/gh/movingpandas/movingpandas-examples/main

#MovingPandas example notebook links to #mybinder should be back in business 🎉

https://mybinder.org/v2/gh/movingpandas/movingpandas-examples/main

We're very excited to announce that MovingPandas is now listed on osgeo.org 🎉

https://www.osgeo.org/projects/movingpandas/

Thank you to the incubation committee for their support in the process ❤️

#osgeo @osgeo #movingpandas #GISChat #OpenSource #MovementDataScience #MobilityDataAnalysis #MobileDataManagement

We're very excited to announce that MovingPandas is now listed on osgeo.org 🎉

https://www.osgeo.org/projects/movingpandas/

Thank you to the incubation committee for their support in the process ❤️

#osgeo @osgeo #movingpandas #GISChat #OpenSource #MovementDataScience #MobilityDataAnalysis #MobileDataManagement

✨ We're proud to announce #Trajectools for #QGIS version 2.2 release today ✨

This release makes sure that Trajectools can be more easily installed since #MovingPandas is pip-installable on most systems and the #scikitmobility and #gtfsfunctions dependencies are now optional

https://plugins.qgis.org/plugins/processing_trajectory/#plugin-versions

#GISChat #MovementDataAnalytics #MobileDataManagement #OSGeo #TrajectoryDataAnalytics

✨ We're proud to announce #Trajectools for #QGIS version 2.2 release today ✨

This release makes sure that Trajectools can be more easily installed since #MovingPandas is pip-installable on most systems and the #scikitmobility and #gtfsfunctions dependencies are now optional

https://plugins.qgis.org/plugins/processing_trajectory/#plugin-versions

#GISChat #MovementDataAnalytics #MobileDataManagement #OSGeo #TrajectoryDataAnalytics

New #MovingPandas tutorial: taking #OGC #MovingFeatures full circle with MF-JSON

Read #MFJSON to TrajectoryCollection and write it out again in the standard MovingPoint JSON encoding

#MobileDataManagement #MobilityDataScience #MovementDataAnalytics

http://anitagraser.com/2024/07/08/new-movingpandas-tutorial-taking-ogc-moving-features-full-circle-with-mf-json/

New #MovingPandas tutorial: taking #OGC #MovingFeatures full circle with MF-JSON

Read #MFJSON to TrajectoryCollection and write it out again in the standard MovingPoint JSON encoding

#MobileDataManagement #MobilityDataScience #MovementDataAnalytics

http://anitagraser.com/2024/07/08/new-movingpandas-tutorial-taking-ogc-moving-features-full-circle-with-mf-json/

More info about the new interactive trajectory plots for @movingpandas

http://anitagraser.com/2024/06/30/new-interactive-trajectory-plots-for-movingpandas-experiments-on-their-interpretation-using-chatgpt-4o/

Including preliminary experiments on the interpretation of #MovingPandas plots using #ChatGPT4o

More info about the new interactive trajectory plots for @movingpandas

http://anitagraser.com/2024/06/30/new-interactive-trajectory-plots-for-movingpandas-experiments-on-their-interpretation-using-chatgpt-4o/

Including preliminary experiments on the interpretation of #MovingPandas plots using #ChatGPT4o

Thank you all for your feedback :ablobcathappypaws:

Quite happy with v2 ...

Got rid of all the window decorations, tried to better align the elements, and couldn't resist to add some more logos (#qgis, #movingpandas, and #scikitmobility) that hopefully will catch people's eyes and make them curious