Data processing and mapping
[outline]
In this part we'll look at some libraries that form the foundations of data processing. We'll also look at a simple-to-use mapping library related to these.
numpy (powerpoint)
Further info:
scipy
numpy
ndarray from file example
ndarray from function example
set_printoptions
numpy.save
numpy.load
Broadcasting rules
Broadcasting tutorial
Matrix maths tutorial
numpy.identity
numpy.eye
numpy maths functions
scipy library
Further info:
pandas
timeseries
categorical data
I/O
pandas in 10 minutes
Broadcasting
Indexing
Filtering with isin
Pivot-tables
pandas api
Plotting
pandas ecosystem
pandas (powerpoint)
geopandas (powerpoint)
Further info:
proj4
basemap
cartopy
geopandas
fiona
geopandas mapping
geopandas reference