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To see an example of creating a time series plot with python using matplotlib, see the following Python Matplotlib time series example

To see an example of creating a locations.csv and attributes.csv with python, see the following  Python Locations and Attributes example.

Javascript

locations plot

Using popular javascript libraries like leaflet, jquery and mapbox a web application can be made using the FEWS PI-JSON REST Web Service. The following example shows how to get all locations from FEWS and plot them on a map:

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