00 - What is PyMove?

PyMove is a Python library, open-source, that have operations to handling trajectories data, ranging from data representation, preprocessing operations, models, and visualization techniques.

PyMove proposes: - A familiar and similar syntax to Pandas; - Clear documentation; - Extensibility, since you can implement your main data structure by manipulating other data structures such as Dask DataFrame, numpy arrays, etc., in addition to adding new modules; - Flexibility, as the user can switch between different data structures; - Operations for data preprocessing, pattern mining and data visualization.

Enviroment settings

  1. Create an environment using Conda

conda create -n validacao-pymove python=x.x

  1. Activate the environment

conda activate validacao-pymove

Using PyMove

  1. Clone this repository

git clone https://github.com/InsightLab/PyMove

  1. Make a branch developer

git branch developer

  1. Switch to a new branch

git checkout developer

  1. Make a pull of branch

git pull origin developer

  1. Switch to folder PyMove

cd PyMove

  1. Install in developer mode

make dev

  1. Now, use this command to use PyMove!

import pymove

What can you do with PyMove?

With Pymove you can handling trajectories data with operations of: - Grid - Preprocessing: this including segmentation, compression, noise filter, stay point detection and map matching techniques. - Data Visualization: exploring differents techniques and channels to view your data!