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Python Programming Learning Circle

Jul 10, 2024 · Big Data

Using the TransBigData Python Library for Mobile Signaling Data Processing, Analysis, and Visualization

This article introduces the open‑source Python package TransBigData, explains how to install it, and demonstrates step‑by‑step methods for reading mobile signaling data, preprocessing, identifying stays and moves, extracting home and work locations, and visualizing individual activity patterns using Jupyter notebooks.

Mobile DataPythonTransBigData

0 likes · 8 min read

Using the TransBigData Python Library for Mobile Signaling Data Processing, Analysis, and Visualization

Python Programming Learning Circle

Apr 24, 2024 · Big Data

Using the TransBigData Python Library for Mobile Signaling Data Processing, Analysis, and Visualization

This article introduces the TransBigData Python package, explains how to install it, read mobile signaling data with pandas, preprocess and grid the data, identify stay and move events, determine home and work locations, and visualize individual user activity using built‑in functions.

Data VisualizationGeospatial AnalysisMobile Data

0 likes · 7 min read

Python Programming Learning Circle

Feb 23, 2024 · Big Data

Using TransBigData for Python Transportation Data Analysis and Visualization

This article demonstrates how to install the TransBigData Python package and use it for preprocessing, grid‑based aggregation, OD extraction, and both static and interactive visualizations of taxi GPS data, showcasing code examples and detailed explanations for each step.

Data VisualizationGISPython

0 likes · 13 min read

Using TransBigData for Python Transportation Data Analysis and Visualization