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+ #| Source code
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+
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+ This is source code that is either used in the presentation, or was developed
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+ to create it. There is some material not covered in the presentation as well.
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+
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+ ## Requirements
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+
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+ * Python version: at least 3.6
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+ * Packages:
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+ * pandas
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+ * seaborn
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+ * holoviews
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+ * sqlalchemy
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+ * folium
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+ * matplotlib
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+ * numpy
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+ * scipy
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+ * geopandas
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+ * shapely
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+ * bs4
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+ * networkx
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+ * Jupyter notebook
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+ * Optional packages
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+ * gdal
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+ * fiona
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+
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+ ## What is it?
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+ * [ ` db-access ` ] ( db-access ) : illustration of accessing SQLite databases and using
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+ SQLAlchemy, including object-relational mapping.
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+ * [ ` gis ` ] ( gis ) : illustrations of working with geospatial data, including geopandas.
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+ * [ ` holoviews ` ] ( holoviews ) : illustrations of using HoloViews for convenient
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+ visualizations.
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+ * [ ` pandas ` ] ( pandas ) : illustrations of using pandas and seaborn.
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+ * [ ` regexes ` ] ( regexes ) : illustrations of using regular expressions for validation
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+ and information extraction from textual data.
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+ * [ ` web-scraping ` ] ( web-scraping ) : illustration of web scraping using beautiful soup
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+ and graph representation using networkx.
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