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Offered By: IBM

Statistical analysis and Geo Visualization in Agriculture

In this lab, we will learn how to download data, perform statistical analysis, visualize it, and display it on dynamic map.

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Guided Project

Data Science

1.17k+ Enrolled
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At a Glance

In this lab, we will learn how to download data, perform statistical analysis, visualize it, and display it on dynamic map.

About

In this lab, we'll practise downloading, setting up, and performing statistical analysis on economic accounts for agricultural database. Create interactive maps that display pricing changes over time. All data is obtained from the Eurostat Database.  (https://ec.europa.eu/eurostat/data/database).
 
This lab consist of the following steps:

  • Data download - download and display data from a file
  • Data preparation - preliminary analysis of data structure, change of data types and table structure
  • Statistical analysis - basic statistical analysis
  • Data visualization - output of various data on graphs
  • Build a trend line - the basic method of building a trend line and a forecast based on it
  • Interactive maps - construction of interactive maps which shows the change in data over a period of time.

After completing this lab, you will be able to:

  • Download a DataSet from *.csv files
  • Transform the table
  • Visualize data with pandas and seaborn
  • Expect
    • Minimum and maximum value
    • Average
    • Quarters
    • Pivot tables
    • Build Interactive Maps

Estimated Effort

1 Hour

Level

Beginner

Industries

Agriculture

Skills You Will Learn

Artificial Intelligence, Data Science, Machine Learning

Language

English

Course Code

GPXX0PG8EN

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