Hierarchical relational data analysis using python

ofrecido por
Coursera Project Network
En este proyecto guiado, tú:

Learn what Data Granularity is.

Learn about Treeemaps and Sunburst Diagram

When/Why/How Data aggregation

Clock2 hours
IntermediateIntermedio
CloudNo se necesita descarga
VideoVideo de pantalla dividida
Comment DotsInglés (English)
LaptopSolo escritorio

By the end of this project you will learn how to analyze Hierarchical Data. we are going to work with a dataset related to Mexico toy sales. The dataset contains some hierarchical data about different products sold in different stores in different cities in Mexico. we are going to load this data and after some preprocessing steps, we are going to learn how to analyze this data using different visualization techniques. During this project we are going to learn about a very important concept called Data Granularity. And we will also learn how to use different levels of granularity to answer some analytical question. and at the end we are going to talk about Treemaps and Sunburst Diagram, two handy visualization techniques used for hierarchical data.

Habilidades que desarrollarás

  • Data Pre-Processing
  • Python Programming
  • Data Granularity
  • Plotly
  • Hierarchical Data Analysis

Aprende paso a paso

En un video que se reproduce en una pantalla dividida con tu área de trabajo, tu instructor te guiará en cada paso:

  1. Introduction to the project

  2. Data Preprocessing

  3. Data Exploration

  4. Understanding of Data Granularity

  5. Using Data Granularity concept to answer to some analytical questions

  6. Sunburst Diagram and Treemap

Cómo funcionan los proyectos guiados

Tu espacio de trabajo es un escritorio virtual directamente en tu navegador, no requiere descarga.

En un video de pantalla dividida, tu instructor te guía paso a paso

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