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Common Tools for Data Analytics

Content

  • Introduction to Tools and Software
  • Why Use These Tools?
  • Example:
  • Activity:
  • Quiz
  • Updated on 10/09/2024
  • 450 Views

Introduction to Tools and Software

  • Excel: Great for beginners to handle basic data analysis tasks. You can perform calculations, create charts, and manage data in a straightforward manner.

  • Google Sheets: Similar to Excel, but with collaborative features that allow multiple users to work on the same document simultaneously.

  • Tableau: A powerful tool for data visualisation. It helps in creating interactive and shareable dashboards.

  • Power BI: Another tool for creating interactive visualisations and business intelligence reports. It integrates well with other Microsoft products.

  • Python: A programming language used for more complex data analysis. Libraries like pandas and numpy make it easy to handle large datasets, while matplotlib and seaborn are used for visualisation.

  • R: Another programming language specifically for statistics and data analysis. It has extensive libraries for statistical modelling and data visualisation.

Why Use These Tools?

  • Excel and Google Sheets:Easy to use, no programming needed. Ideal for beginners and small datasets.

  • Tableau and Power BI:Excellent for creating visualisations and dashboards. They provide powerful features to visualise and share insights.

  • Python and R:Ideal for handling large datasets and performing complex analyses. They offer more flexibility and power for advanced users.

Example:

  • Example: A small business owner can use Excel to keep track of sales data and use Tableau to create a dashboard that shows sales trends over time.

Activity:

  • Activity: Try creating a simple spreadsheet in Excel or Google Sheets to track your daily expenses for a week. Then, use a chart to visualise your spending.

Quiz

1. Which tool is known for its powerful data visualisation capabilities?

  • a) Excel
  • b) SQL
  • c) Tableau
  • d) Python

2. What is SQL used for?

  • a) Creating visual art
  • b) Querying and managing databases
  • c) Editing photos
  • d) Designing websites

3. True or False: Python is a programming language commonly used in data analytics.

  • a) True
  • b) False

4. Which of the following is an open-source data analytics tool?

  • a) SAS
  • b) Excel
  • c) R
  • d) Microsoft Access

5. What is the primary purpose of data cleaning tools?

  • a) To remove duplicate entries
  • b) To change data to text format
  • c) To create animations
  • d) To design user interfaces

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