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260 results for “movingpandas”
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🎉 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
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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/v0.18Example notebooks will be updated later. Now it's time for #esc2024
#MobilityDataScience #MovementDataAnalytics #Mobility #GeoPandas #DataScience #GIScience #GISChat #OSGeo #MovementData #VisualAnalytics
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Trajectools 2.0 released 🎉
It's my pleasure to share with you that #Trajectools 2.0 just landed in the official #QGIS Plugin Repository. This is the first version without the "experimental" flag. If you look at the plugin release history, you will see that the previous release was from 2020. That's quite a while ago, and a lot has happened since…
http://anitagraser.com/2024/02/24/trajectools-2-0-released
#MovingPandas #GISChat #MovementDataAnalytics #MobilityAnalytics
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The #QGIS #Trajectools toolbox continues to grow.
New in: stop detection and trajectory styling
I’m continuously testing the algorithms integrated so far to see if they work as GIS users would expect and can to ensure that they can be integrated in Processing model seamlessly.
https://anitagraser.com/2024/01/27/trajectools-update-stop-detection-trajectory-styling/
#QGISProcessing #MobilityAnalytics #AIS #MovementDataInGIS #MobilityDataScience #movingpandas
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If you had issues with #MovingPandas version 0.17.0 in your #Python 3.9 and 3.8 environments, please update to version 0.17.1 released today
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If you are using @movingpandas for #StopDetection, this minor release is for you: we've improved the stop detection performance as well as the time zone handling
https://github.com/movingpandas/movingpandas/releases
#SpatialDataScience #MobilityAnalytics #MovementDataAnalysis #GISChat
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Did you know that @movingpandas supports plotting using custom #projections?
This #HiddenGem feature of #GeoViews is really neat and it's now featured on the update #MovingPandas homepage
#MobilityAnalytics #MovementDataAnalysis #DataScience #DataViz #Holoviews #hvplot
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"The raw #GPS coordinates and their timestamps were processed to detect individual #trajectories (trips) for each battery using @movingpandas
The individual trajectories were split between stopping points, which were detected when the coordinates of the #batteries remained within a diameter of 200 m for at least 5 min
For each detected trip, the start time, end time, trip duration, trip distance, and average trip speed were determined and recorded for further analysis
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Exciting to see yet another report using @movingpandas
Using data from #BatterySwapping #eMotorcycles in #Nairobi to assess impacts and plan infrastructure
#mobility #MobilityAnalytics #ev #electric #movementdata #gischat #greenmobility #SustainableMobility
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New #bicycle 🚴 track analytics demo key topics are:
1️⃣ Using @movingpandas with local image coordinates
2️⃣ Georeferencing video-based trajectories using @qgis VectorBender pluginhttps://anitagraser.com/2023/05/21/analyzing-video-based-bicycle-trajectories/
#bicycle tracks extracted from #video footage 🎥 courtesy of @mszll
#QGIS #GISChat #MobilityAnalytics #mobility #datascience #MovementDataAnalytics
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Did you know that @movingpandas also supports local image coordinates?
Currently working on a demo using #bicycle tracks extracted from #video footage 🚴🎥 published by @mszll
https://arxiv.org/abs/2211.01301
#openscience #MobilityAnalytics #MobilityDataScience #mobility #MovingPandas #TrafficFlow #planning #cycling #TrafficBehavior
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A new @movingpandas #tutorial 👩💻 has just landed:
How to use Kaggle’s Taxi Trajectory Data in MovingPandas
https://anitagraser.com/2023/05/12/how-to-use-kaggles-taxi-trajectory-data-in-movingpandas/
#Kaggle #DataScience #MovingPandas #Howto #Python #mobilität #MobilityAnalytics #MovementData #MobilityDataScience
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👩💻 All our examples are updated and ready to explore at:
https://movingpandas.org/examples#python #pandas #Geopandas #geoviews #MobilityAnalytics #opensource
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We're happy to announce that the new version 0.16 has just been released 🎉
This is the first release to support #Pandas 2.0
In addition, new features include:
🎈 New custom unit support for distance, speed, and acceleration functions
🎈 Improved plots with arrow markers to indicate directionMore details:
https://github.com/movingpandas/movingpandas/releases/tag/v0.16#MobilityAnalytics #MovementDataAnalytics #MovementData #MovingPandas #Python #DataScience #sportsanalytics #soccer
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Getting ready for @movingpandas 0.16 release featuring: all the distance, speed, and acceleration units
#MobilityAnalytics #MovementDataAnalytics #MovementData #MovingPandas #Python #DataScience
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We've just merged a long-awaited feature: different distance, speed, and acceleration units support
https://github.com/movingpandas/movingpandas/pull/295
This should make working with the results much more user-friendly than the basic SI units we have provided so far
#MovementDataScience #datascience #MobilityDataScience #MobilityAnalytics
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If all goes as planned, the next version of @movingpandas will ship with improved #Trajectory plotting capabilities, including, finally: #arrow markers that show the direction of the movement
https://github.com/movingpandas/movingpandas/commit/fb1174b51f0ef31ce95ffc1403b78c7eff3642b7
#MovementDataAnalytics #MovementData #MobilityAnalytics #VisualAnalytics #Bokeh #GeoViews #Holoviews #GISChat
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🎈 So happy to report that #MovingPandas main is now running on the shiny new #Pandas 2.0 release 🎈
Thank you, @pandas_dev for all your work!
#Python #MobilityAnalytics #DataScience #GISChat #MovementData #OpenSource
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TIL that #MoveApps https://www.moveapps.org have adopted @movingpandas TrajectoryCollections as their #Python default IO 😍 https://docs.moveapps.org/#/create_py_app
It's kind of similar to #QGIS Model Designer but in the browser and specializing in #MovementEcology
#MoveBank #MovementDataScience #MovementData #Ecology #AnimalBehavior
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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
@mdmThere 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
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Also added some more #trajectory statistics to the default output: start and end time, duration, length, and average speed, ready for further analysis directly from the #QGISProcessing toolbox or in the #QGIS model designer
#MobilityData #Trajectools #MovementData #MobilityDataScience #MovingPandas #MovementDataInGIS
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#Trajectools development version now features out-of-the-box Interpolated Line styling for trajectories 🌈
Additionally, we can now clip a trajectory layer by a polygon layer (as well as to an extent)
https://github.com/movingpandas/qgis-processing-trajectory/tree/main
#GISChat #MovementData #MobilityDataScience #QGIS #MovingPandas #QGISProcessing #MovementDataInGIS
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#QGIS Interpolated Line styles are really growing on me. Very helpful to visualize #Trajectools results
I've been testing the #MovingPandas integration in the Model Designer, in combination with other #QGISProcessing toolbox algorithms
https://anitagraser.com/2024/01/12/trajectools-v2-in-the-works/#GISChat #MovementData #MobilityDataScience #MovementDataInGIS
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New year, new start: I'm rebooting the #QGIS Processing Trajectools plugin development. Trajectools v2 builds on #MovingPandas and exposes its trajectory analysis algorithms in the #QGISProcessing Toolbox. More:
http://anitagraser.com/2024/01/12/trajectools-v2-in-the-works/
#Mobility #MobilityData #MovementData #SpatialAnalysis #SpatialDataScience #GISChat
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And so the #QGIS #Trajectools quest continues: Merging tools that logically belong together and applying default styles to better show the computed speed and direction values
Also switched to the @movingpandas logo as a plugin icon
https://github.com/movingpandas/qgis-processing-trajectory
#movingpandas #gischat #movementdata #mobilitydatascience #datascience #spatialdatascience
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The live stream recording of my #MovementData engineering workshop with #DVC and #MovingPandas is up now at 🎬 https://www.youtube.com/live/roPF1oth2Pk?si=qKcWpJU96VWc9vZZ 🎬
Thanks to @opengeohub!
There will also be an edited version on TIB.eu in the future, if you prefer an add free platform. Stay tuned
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Enjoy the latest convenience features for #MovementData exploration:
✅ Support for tons of different units for distance, time, speed, and acceleration https://movingpandas.org/units
✅ Interactive plots visualizing values along the trajectory as well as movement directionFor example: visualizing #OSM Traces
https://movingpandas.org/examples -
Thanks. @movingpandas is a #Python library for analyzing #movementdata
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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