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Use Case Guides

End to end tutorials to guide you through your analysis

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Use Case Guides

Clustering Supermarket Transactions

Clustering is a machine learning technique used to group data points based on similarity. This guide is intended to walk you through the process of creating a clustering model to group your data. We'll be using a dataset of 1000 supermarket transactions from stores in Myanmar. The aim of our project is to group these transactions in order to find patterns in the buying habits of the supermarket's customers.

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Mapping New York's Airbnb Listings

This guide is intended to walk you through the process of building maps in Graphext. We'll look at the different types of maps you can create and the variables you need to do so before moving on to plot 37012 Airbnb listings in order to draw a data-driven map of New York.

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Predicting Stroke Probability

This guide is intended to walk you through the process of analyzing a healthcare dataset with Graphext. We will build a prediction model that analyzes a dataset of 5110 patients who either did or did not suffer a stroke. We will analyze the most influential factors when considering the patients that suffered a stroke.

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Analyzing Reviews

This guide is intended to walk you through the process of analyzing customer reviews with Graphext. We will analyze a dataset of 42,656 reviews about 3 Disneyland branches.

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Market Basket Analysis

This guide is intended to walk through the building of a market basket analysis project using Graphext. We will be working with a dataset of purchases made at a bakery in Edinburgh. The aim of the project will be to identify communities of products that are related to one another and to transform this information into useful business insights.

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Predicting Employee Behaviour

This guide is focused on the process of building a model to understand the reasons why employees left their jobs.

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Twitter Content Analysis

Graphext allows you to analyze the conversation and activity of different accounts and audiences in Twitter. We can use Tractor to download the data we want to analyze, but Graphext also allows data from any sources ( Brandwatch, Talkwalker, Meltwater, Press Clippings...)

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RFM and Product Basket

RFM and Product Basket Analysis Requirements

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