#mobilitydataanalytics — Public Fediverse posts

If you are at #EBDVF on Thursday and fancy some #MobilityDataAnalytics, come and join our final @emeraldseu event.

I'll be talking about #Trajectools for #QGIS and a similarly awesome @carto collaboration

If you are at #EBDVF on Thursday and fancy some #MobilityDataAnalytics, come and join our final @emeraldseu event.

I'll be talking about #Trajectools for #QGIS and a similarly awesome @carto collaboration

From a bunch of csv files to a neat #SpatialAnalytics dataset:

Step-by-step GeoLife #GPS track collection processing with #DuckDB, #QGIS & #Trajectools

http://anitagraser.com/2025/10/12/geolife-gps-track-collection-processing-with-duckdb-qgis-trajectools/

#MovementDataAnalysis #MobilityDataAnalytics

From a bunch of csv files to a neat #SpatialAnalytics dataset:

Step-by-step GeoLife #GPS track collection processing with #DuckDB, #QGIS & #Trajectools

http://anitagraser.com/2025/10/12/geolife-gps-track-collection-processing-with-duckdb-qgis-trajectools/

#MovementDataAnalysis #MobilityDataAnalytics

Interesting #MobilityDataAnalytics read by Molina-Toledo et al.: Negotiating space: The daily #mobility of women waste pickers in #Cuenca, #Ecuador

📄 https://www.sciencedirect.com/science/article/pii/S0966692325002698

Featuring #MobilityDB, #scikitmobility, @movingpandas, #trackintel and #dbt

#GISChat #GIScience #Geography #LatinAmerica

Interesting #MobilityDataAnalytics read by Molina-Toledo et al.: Negotiating space: The daily #mobility of women waste pickers in #Cuenca, #Ecuador

📄 https://www.sciencedirect.com/science/article/pii/S0966692325002698

Featuring #MobilityDB, #scikitmobility, @movingpandas, #trackintel and #dbt

#GISChat #GIScience #Geography #LatinAmerica

🤩 #MobilityDataAnalytics & #GIScience all around:

Attending the @emeraldseu GA today. Presented progress on #Trajectools and our #explainableAI & #activeLearning for #MobilityDataScience. While simultaneously traveling to #AGIT2025 🚄

🤩 #MobilityDataAnalytics & #GIScience all around:

Attending the @emeraldseu GA today. Presented progress on #Trajectools and our #explainableAI & #activeLearning for #MobilityDataScience. While simultaneously traveling to #AGIT2025 🚄

Analyzing #GTFS Realtime Data for #PublicTransport Insights

In today’s post, we are going to dive deep into how to analyze public transport data, using both schedule and real time information

http://anitagraser.com/2025/03/10/analyzing-gtfs-realtime-data-for-public-transport-insights/

#QGIS #Trajectools #transit #gischat #MobilityDataAnalytics

Analyzing #GTFS Realtime Data for #PublicTransport Insights

In today’s post, we are going to dive deep into how to analyze public transport data, using both schedule and real time information

http://anitagraser.com/2025/03/10/analyzing-gtfs-realtime-data-for-public-transport-insights/

#QGIS #Trajectools #transit #gischat #MobilityDataAnalytics

Even more human #MovementBehavior research:

Elkin-Frankston et al. (2025). Beyond boundaries: a location-based toolkit for quantifying group dynamics in diverse contexts. Cogn. Research 10, 10 (2025).
https://doi.org/10.1186/s41235-025-00617-6

"We first segmented time periods when the group was in motion by identifying break periods using the stop detection feature from the MovingPandas Python package"

#MovementDataAnalysis #MobilityDataAnalytics #MobilityDataScience #HumanMobility

Even more human #MovementBehavior research:

Elkin-Frankston et al. (2025). Beyond boundaries: a location-based toolkit for quantifying group dynamics in diverse contexts. Cogn. Research 10, 10 (2025).
https://doi.org/10.1186/s41235-025-00617-6

"We first segmented time periods when the group was in motion by identifying break periods using the stop detection feature from the MovingPandas Python package"

#MovementDataAnalysis #MobilityDataAnalytics #MobilityDataScience #HumanMobility

New #IOT research using yours truely:

Koszewski et al. (2025). Utilizing IoT Sensors and Spatial Data Mining for Analysis of Urban Space Actors’ Behavior in University Campus Space Design.
https://doi.org/10.3390/s25051393

"Trajectories were processed by the MovingPandas Python library, which offers several valuable processing algorithms"

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

#MovementDataAnalysis #MobilityDataAnalytics #MobilityDataScience

New #IOT research using yours truely:

Koszewski et al. (2025). Utilizing IoT Sensors and Spatial Data Mining for Analysis of Urban Space Actors’ Behavior in University Campus Space Design.
https://doi.org/10.3390/s25051393

"Trajectories were processed by the MovingPandas Python library, which offers several valuable processing algorithms"

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

#MovementDataAnalysis #MobilityDataAnalytics #MobilityDataScience

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

Getting ready for the next release of @movingpandas

Including support for @geopandas 1.0 and interactive #folium plots using explore()

#geopandas #gischat #python #geospatial #gis #spatialdatascience #MobilityDataAnalytics

Getting ready for the next release of @movingpandas

Including support for @geopandas 1.0 and interactive #folium plots using explore()

#geopandas #gischat #python #geospatial #gis #spatialdatascience #MobilityDataAnalytics

😅 I should probably leave logo design to the professionals, but this will have to do for now.

At least there is a small #Trajectools page besides the github repo now:

https://anitagraser.com/trajectools/

#QGIS #GISChat #MovementDataAnalysis #MobilityDataAnalytics #MobilityDataScience #Python

😅 I should probably leave logo design to the professionals, but this will have to do for now.

At least there is a small #Trajectools page besides the github repo now:

https://anitagraser.com/trajectools/

#QGIS #GISChat #MovementDataAnalysis #MobilityDataAnalytics #MobilityDataScience #Python

Today, we've had our first successful #Trajectools mini workshop with colleagues from the EMERALDS project, working on #PublicTransport #TrajectoryAnalysis

If everything goes to plan, Trajectools will be at #MDM2024
@mdm

There are still a few days left to submit your own work and join us: https://mdm2024.github.io/calls.html

#QGIS #SpatialDataScience #MovementData #MobilityDataAnalytics #GISChat #EMERALDSeu #movingpandas #MovementDataInGIS

Today, we've had our first successful #Trajectools mini workshop with colleagues from the EMERALDS project, working on #PublicTransport #TrajectoryAnalysis

If everything goes to plan, Trajectools will be at #MDM2024
@mdm

There are still a few days left to submit your own work and join us: https://mdm2024.github.io/calls.html

#QGIS #SpatialDataScience #MovementData #MobilityDataAnalytics #GISChat #EMERALDSeu #movingpandas #MovementDataInGIS

🆕 #Trajectory splitting in #QGIS by time and at stops using the development version of #Trajectools

#MovementDataAnalytics #MovementDataInGIS #MobilityDataScience #GISChat #MovingPandas #MobilityDataAnalytics

🆕 #Trajectory splitting in #QGIS by time and at stops using the development version of #Trajectools

#MovementDataAnalytics #MovementDataInGIS #MobilityDataScience #GISChat #MovingPandas #MobilityDataAnalytics

New tutorial: Setting up a #graph database using #GTFS data & #Neo4J

http://anitagraser.com/2023/11/27/setting-up-a-graph-db-using-gtfs-data-neo4j/

#PublicTransport #GraphDB #MobilityDataAnalytics #Mobility #DataScience #Cypher #GISChat #SustainableMobility

New tutorial: Setting up a #graph database using #GTFS data & #Neo4J

http://anitagraser.com/2023/11/27/setting-up-a-graph-db-using-gtfs-data-neo4j/

#PublicTransport #GraphDB #MobilityDataAnalytics #Mobility #DataScience #Cypher #GISChat #SustainableMobility