Toolbox: Dask – Drop Rows with Specific Substrings
Remove rows with a specific substring from Dask DataFrame...
Toolbox: Check if the text from DataFrame is a part of another phrase with Python and Pandas
Test if a record from DataFrame is a part of other phrase...
Toolbox: Drop Duplicated Geometries from GeoDataFrame
We should avoid .drop_duplicates() method from Pandas!...
Data Engineering: The Test Coverage for the Scientific Software
In this tutorial, we will learn about the different types of tests that could cover the scientific package. We are going to create unit and functional tests for the code developed within the Pyinterpolate package. We see how to use Jupyter Notebooks and additional tutorial...
Toolbox: MongoDB nested bson to the flattened DataFrame
How to read and flatten nested bson files with Python and pandas....
Toolbox: DataFrame points to GeoSeries
Python function to transform DataFrame with float coordinates to GeoSeries (GeoDataFrame)....
Data Science: Feature Engineering with Spatial Flavour
Enhance your training set with spatial features...
Toolbox: Visualize raster band in Python
How to visualize raster file in Python...
Data Engineering: Crop big raster files with Python and rasterio
Prototyping of EO data processing and analysis scripts could be painful due to the size of images. You can process smaller tiles - but first you must clip bigger scenes....
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