Offered By: IBM

Data Science in Agriculture. Basic statistical analysis and Geo Visualisation

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

Continue reading

GPXX0PG8EN

Data Science

951 Enrolled
(81)

At a Glance

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

About

This lab is dedicated to downloading, pre-preparing and making statistical analysis of Economic accounts for agriculture and to creating interactive maps showing the dynamics of the prices.

In this lab, we will learn how to download data, perform basic statistical analysis, visualize and display it on dynamic maps. All data is obtained from 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 show the data change 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