This repo includes the code/info for developing a dashboard to visualize gps collar data from cattle. It is developed using:
Data is cataloged/accessed via intake. The catalog is a json file (RRSRU_Cattle_Collar_Catalog_v2_example.yml), which allows some flexibility in the input/csv files. The dashboard uses the following:
- Plotting/Dashboard - The Holoviz stack:
- Panel - https://panel.holoviz.org/
- Holoviews - https://holoviews.org/
- HvPlot - https://hvplot.holoviz.org/
- Datashader - https://datashader.org/
- Param - https://param.holoviz.org/
- Pandas - https://pandas.pydata.org
- Dask (dask dataframes for parallel computing) - https://docs.dask.org/en/latest/dataframe.html
- Xarray - http://xarray.pydata.org/en/stable/
The dashboard can be run by opening the jupyter notebook and executing the cells or by executing panel serve CC_Dash_example.ipynb
The software environment for running this dashboard can be re-created with conda using either the environment.yml or the spec-file.txt file.