The Data Frog data-science


Choropleth Maps in Python

How to create a choropleth map with geoviews and geopandas.

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Show your Data in a Google Map with Python

Learn how to create an interactive display for geographical data with python. As an example, we'll look at real-estate prices near Geneva.

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Data pipeline with Docker, InfluxDB, and Grafana

In this beginner's guide, you will learn how to set up a typical data pipeline as may be used in experimental science and IOT (Internet of things), with modern tools: Docker, InfluxDB, and Grafana.

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MongoDB in 10' : Fill with python, Read with pandas

If you're working with data, you need a database! Set up your first MongoDB server, store data with python, and analyze it with pandas in a jupyter notebook.

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Simple Text Mining with Pandas (yelp dataset part 1)

This is the start of a series of tutorials about natural language processing (NLP). In other words, we're going to teach the machine how to read! First, we'll see how to do simple text mining on the yelp dataset with pandas.

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