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Install GDAL on AWS EC2 ubuntu instance

sudo apt-get install libgdal-dev

export CPLUS_INCLUDE_PATH=/usr/include/gdal
export C_INCLUDE_PATH=/usr/include/gdal

pip install GDAL
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