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world of data not just informative but also fascinating and fun! There are many free tools available to visualize
        data. Here are a few popular ones:

         u   Microsoft  Excel: A  spreadsheet application  offered by  Microsoft is a manual  data
             exploration tool. It provides different types of basic charts and objects for visualizing
             data. Although, it is not preferable for big dataset.





                                                  u   Microsoft Power BI: Microsoft Power BI is a data visualization
                                                     tool offered by Microsoft. It is freely available to download and
                                                     use.


         u   Google Data Studio: Google Data Studio is a part of Google marketing
             platform that allows us to create multiple views of our data.




                             u   Data Wrapper: Data Wrapper is a  popular data visualization tool to create and publish
                                 responsive data visualizations and maps in minutes, not hours.






         u   Tableau Public: Tableau Public is a data visualization tool used for bigger
             datasets. It is free of cost and allows us to share interactive data visualizations
             with others.


        Remember, accurate and reliable data are crucial for AI systems. Data visualisation tools make exploring data
        easier and more fun. They help in understanding the data’s story and make it easier to spot trends and patterns.
        By using these tools, you can explore, play with, and understand data, making better decisions and creating
        more effective AI systems.

        Different Ways to Visualise Data

        Nowadays, many visualization methods or techniques are used to visualize data. The different ways to visualize
        data are as follows:
                                               Data Visualization Technique 1
                     Name     and    Description   of   Graphical Bullet Graph: A bullet graph  is  like
                     Representation                                a bar graph  that encodes  three
                                                                   different data elements: observed
                                                                   value,  target  value and a range  of
                                                                   values.
                     How to Draw?













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