#movementdataanalytics — Public Fediverse posts

Automatisierte Videoanalyse im Sport: Wie KI Bewegungen messbar macht und neue Analysen ermöglicht

Digitaler Wissensstammtisch mit Prof. Dr. Mirco Fuchs (HTWK Leipzig) am 28. Mai 2026 von 18:00 - 19:30 Uhr via Zoom.

Die Teilnahme an der Veranstaltung ist kostenlos.

Link zur Veranstaltung:
https://us06web.zoom.us/j/82345402575?pwd=vhKseFsXT8KxaEixyvihGGkLXkcdmb.1

Inhalt:
Die Analyse von Bewegungen ist eine zentrale Fragestellung in vielen Anwendungsfeldern des Sports. Sie reicht von der Technik- #Diagnostik im Training über die Wettkampfanalyse bis hin zum Monitoring der langfristigen Leistungsentwicklung. Auf Grundlage #KI basierter Verfahren lassen sich heute nahezu vollautomatische Analyseprozesse umsetzen, die bisher aufgrund des hohen manuellen Aufwands nicht praktikabel, nicht regelmäßig einsetzbar oder nur ausgewählten Kontexten vorbehalten waren. Anhand von Beispielen aus dem #Kanu Rennsport wird vorgestellt, wie aus konkreten Fragestellungen des Spitzenbereichs schrittweise praxistaugliche Lösungen entwickelt wurden und wie diese Perspektiven auch für den Nachwuchsbereich nutzbar gemacht werden können. Ergänzend werden weitere Impulse und Anregungen anhand von Beispielen aus dem #Kite-Segeln und dem #Handball präsentiert.

https://www.wvl-wm.de/

#sciencenews #wissenschaft #wissenschaftskommunikation #movementdataanalytics #kitesurfing #canoe

Glad to see that #Trajectools passed the new #QGIS plugin security checks right out of the gate https://plugins.qgis.org/plugins/processing_trajectory/version/2.7.1/#security-tab

#GISChat #MovementDataAnalytics

Glad to see that #Trajectools passed the new #QGIS plugin security checks right out of the gate https://plugins.qgis.org/plugins/processing_trajectory/version/2.7.1/#security-tab

#GISChat #MovementDataAnalytics

Do I have any followers here who used scikit-mobility's human mobility metrics?

Since #skmob isn't maintained anymore, we're considering porting the essential functionality to @movingpandas and would love to have more feedback, especially if it's first-hand experience with the functionality:

https://github.com/movingpandas/movingpandas/issues/496

#GIScience #MobilityDataScience #MovementDataAnalytics

Do I have any followers here who used scikit-mobility's human mobility metrics?

Since #skmob isn't maintained anymore, we're considering porting the essential functionality to @movingpandas and would love to have more feedback, especially if it's first-hand experience with the functionality:

https://github.com/movingpandas/movingpandas/issues/496

#GIScience #MobilityDataScience #MovementDataAnalytics

If you're at #AGIT2025, I'd love to see you at our #MobilityDataScience workshop focused on #PublicTransport tomorrow morning 🌄

09:00-10:15 Session 1A: WS: Mobility Data Science & KI – Potenziale für den öffentlichen Verkehr

#AI4PT #MovementDataAnalytics

If you're at #AGIT2025, I'd love to see you at our #MobilityDataScience workshop focused on #PublicTransport tomorrow morning 🌄

09:00-10:15 Session 1A: WS: Mobility Data Science & KI – Potenziale für den öffentlichen Verkehr

#AI4PT #MovementDataAnalytics

🎉 New @movingpandas 0.22 and #Trajectools 2.6 just landed

Over 50% runtime reduction for many #MovementDataAnalytics tasks 📉

http://anitagraser.com/2025/05/17/speed-up-your-analytics-with-the-new-movingpandas-0-22-and-trajectools-2-6/

#GISchat #Mobility #MobilityDataScience

🎉 New @movingpandas 0.22 and #Trajectools 2.6 just landed

Over 50% runtime reduction for many #MovementDataAnalytics tasks 📉

http://anitagraser.com/2025/05/17/speed-up-your-analytics-with-the-new-movingpandas-0-22-and-trajectools-2-6/

#GISchat #Mobility #MobilityDataScience

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

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

#Moveapps is looking for a Technical Assistant (m/f/d) proficient in #RStats and/or #Python to improve their #MovementDataAnalytics plattform

https://www.mpg.de/24092603/technical-assistant-moveapps

#MobilityDataScience #MovementEcology

#Moveapps is looking for a Technical Assistant (m/f/d) proficient in #RStats and/or #Python to improve their #MovementDataAnalytics plattform

https://www.mpg.de/24092603/technical-assistant-moveapps

#MobilityDataScience #MovementEcology

#Trajectools 2.4 release

In this new release, you will find new algorithms, default output styles, and other usability improvements, in particular for working with public transport schedules in #GTFS format

http://anitagraser.com/2025/01/11/trajectools-2-4-release/

#QGIS #GISChat #MovementDataAnalytics #PublicTransport #Transit

#Trajectools 2.4 release

In this new release, you will find new algorithms, default output styles, and other usability improvements, in particular for working with public transport schedules in #GTFS format

http://anitagraser.com/2025/01/11/trajectools-2-4-release/

#QGIS #GISChat #MovementDataAnalytics #PublicTransport #Transit

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

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

TIL how to combine Mesa #AgentBasedModelling for generating trajectories with @movingpandas for visualization 🥳

#PartyLikeAScientist #GISChat #MovementDataAnalytics

TIL how to combine Mesa #AgentBasedModelling for generating trajectories with @movingpandas for visualization 🥳

#PartyLikeAScientist #GISChat #MovementDataAnalytics

The MobilityDB team is proud to announce the first release candidate of #MobilityDB and #MEOS 1.2
https://github.com/MobilityDB/MobilityDB/releases/tag/v1.2.0rc1

MobilityDB 1.2 supports #PostgreSQL v13-17

Major changes:
* Update embedded #PostGIS code from 3.2 to 3.5
* QoL changes to the build & test processes
* Bug fixes & performance improvements
* #SQL & C API changes
* Fix memory leaks in MEOS
* Add support for pkg-config to the MEOS shared library

Full Changelog:
https://github.com/MobilityDB/MobilityDB/compare/v1.1.1...v1.2.0rc1

#osgeo #gischat #MovementDataAnalytics

The MobilityDB team is proud to announce the first release candidate of #MobilityDB and #MEOS 1.2
https://github.com/MobilityDB/MobilityDB/releases/tag/v1.2.0rc1

MobilityDB 1.2 supports #PostgreSQL v13-17

Major changes:
* Update embedded #PostGIS code from 3.2 to 3.5
* QoL changes to the build & test processes
* Bug fixes & performance improvements
* #SQL & C API changes
* Fix memory leaks in MEOS
* Add support for pkg-config to the MEOS shared library

Full Changelog:
https://github.com/MobilityDB/MobilityDB/compare/v1.1.1...v1.2.0rc1

#osgeo #gischat #MovementDataAnalytics

Updated my collection of open source projects in the #MobilityDataScience / #MovementDataAnalytics with new findings from #SDSL2024

https://github.com/anitagraser/movement-analysis-tools

Any more suggestions welcome

#GISChat #DataScience #SpatialDataScience

Updated my collection of open source projects in the #MobilityDataScience / #MovementDataAnalytics with new findings from #SDSL2024

https://github.com/anitagraser/movement-analysis-tools

Any more suggestions welcome

#GISChat #DataScience #SpatialDataScience

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

Good morning Prague. Ready for #SDSL2024 to begin.

Yesterday's trip to Prague was luckily uneventful after our train left Vienna with a one hour delay due to the flood situation

#GISChat #SpatialDataScience #MovementDataAnalytics

Good morning Prague. Ready for #SDSL2024 to begin.

Yesterday's trip to Prague was luckily uneventful after our train left Vienna with a one hour delay due to the flood situation

#GISChat #SpatialDataScience #MovementDataAnalytics

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

✨ 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/

Finally completed the first version of full circle #OGC #MovingFeatures support in @movingpandas :

Read MF-JSON (MovingPoint or Trajectory encoding) as TrajectoryCollection and write it back out to MF-JSON MovingPoint encoding ... interopterability success 🎉

https://github.com/movingpandas/movingpandas/blob/main/tutorials/8-ogc-moving-features.ipynb

#MovementDataAnalytics #MobilityDataManagement #TrajectoryData #MFJSON

Finally completed the first version of full circle #OGC #MovingFeatures support in @movingpandas :

Read MF-JSON (MovingPoint or Trajectory encoding) as TrajectoryCollection and write it back out to MF-JSON MovingPoint encoding ... interopterability success 🎉

https://github.com/movingpandas/movingpandas/blob/main/tutorials/8-ogc-moving-features.ipynb

#MovementDataAnalytics #MobilityDataManagement #TrajectoryData #MFJSON

Struggling to resist the urge to put more stuff on my demo poster for @mdm

What do you think?
1. Put more! ✨
2. Enough! 👌
3. Too crowded already 😖

#ScientificPoster #GISChat #Trajectools #MDM2024 #MovementDataAnalytics #QGIS #MovingPandas #QGISProcessing

Struggling to resist the urge to put more stuff on my demo poster for @mdm

What do you think?
1. Put more! ✨
2. Enough! 👌
3. Too crowded already 😖

#ScientificPoster #GISChat #Trajectools #MDM2024 #MovementDataAnalytics #QGIS #MovingPandas #QGISProcessing

New Trajectools 2.1 and MovingPandas 0.18 releases

Today marks the 2.1 release of #Trajectools for #QGIS. This release adds multiple new algorithms and improvements. Since some improvements involve upstream #MovingPandas functionality, I recommend to also update MovingPandas while you're at it.

http://anitagraser.com/2024/05/20/new-trajectools-2-1-and-movingpandas-0-18-releases/

#MovementDataAnalytics #MobilityDataScience #MovementDataInGIS #GISChat

New Trajectools 2.1 and MovingPandas 0.18 releases

Today marks the 2.1 release of #Trajectools for #QGIS. This release adds multiple new algorithms and improvements. Since some improvements involve upstream #MovingPandas functionality, I recommend to also update MovingPandas while you're at it.

http://anitagraser.com/2024/05/20/new-trajectools-2-1-and-movingpandas-0-18-releases/

#MovementDataAnalytics #MobilityDataScience #MovementDataInGIS #GISChat

🎉 Our #QGIS #Trajectools demo has been accepted to the 24th #IEEE International Conference on Mobile Data Management @mdm

Looking forward to bringing #Opensource #MovementDataAnalytics to #MDM2024

#MobilityDataScience #MovingPandas #GISChat

🎉 Our #QGIS #Trajectools demo has been accepted to the 24th #IEEE International Conference on Mobile Data Management @mdm

Looking forward to bringing #Opensource #MovementDataAnalytics to #MDM2024

#MobilityDataScience #MovingPandas #GISChat

Woa, just in time 😅

@movingpandas v0.18.0 just landed on pypi and conda-forge

For an overview of all new features and improvements, see
https://github.com/movingpandas/movingpandas/releases/tag/v0.18

Example notebooks will be updated later. Now it's time for #esc2024

#MobilityDataScience #MovementDataAnalytics #Mobility #GeoPandas #DataScience #GIScience #GISChat #OSGeo #MovementData #VisualAnalytics

Woa, just in time 😅

@movingpandas v0.18.0 just landed on pypi and conda-forge

For an overview of all new features and improvements, see
https://github.com/movingpandas/movingpandas/releases/tag/v0.18

Example notebooks will be updated later. Now it's time for #esc2024

#MobilityDataScience #MovementDataAnalytics #Mobility #GeoPandas #DataScience #GIScience #GISChat #OSGeo #MovementData #VisualAnalytics

I wonder if I could manage to get a #Trajectools demo ready for #QGISOpenDay on Friday 🤔

Or should i play it safe and sign up for next month?

#GISChat #QGIS #MovementDataAnalytics