 अप दोड़ी सम्ने मुल्टिपल तूल्ट्स दिसकई ये माख्योसार्श्त अख्सल ये लास्त बगत नोग दे लीसट लिकन हमारा जो ये जो तोपेक सब जेक्त एरिया है धेटा वियोलिग लिशआशन का this is the last module and as I mentioned this is the last but maybe this this can be a very good starting point for you to understand data visualization with a simple tool, this is the simple to use if you look at the tool bar, you will find charts, best fit charts and features which are very easy for you, you can select any chart, you have a lot of facilities in it, you can link it with your database to visualize it, you can visualize the data in your work sheet or you can visualize it by selecting a part of it from the entire table structure in the excel sheet, as we have seen in other tools, charts are available, tables are available, figures are available, gauges are available, all types of charts are available, practically speaking because this is a Microsoft product, when we discuss Power BI, we discuss this similarity as well, in both the charts available or Power BI, most of those charts, if not all, they are available here also in Microsoft excel, now there is a limitation in this, because when you have a display of rows or columns, some people say that it is not advisable to maintain a lot of data in it, but still it is very useful, in a lot of areas where you have to do ad hoc reporting, there is a situation where there are a lot of people who are dependent on Microsoft excel, they depend a lot on the operational analysis of Microsoft excel, at the same time they get the advantage that when they use it for their analytics or for their operation, then they use it, instead of using the same data, they take it in some automatic or Power BI or in some other tool, when we take it in excel, they take advantage from it, and on top of that they develop their charts, there are a lot of things that you will see practically, hopefully in your practical life, that people work on it, what they do, there is a limitation, there is no problem, the data is your main operational system, finance system I suppose, from there they export it in excel, they work on it, they make their dashboards and graphs on it, because in business there is a big requirement that before meetings you have to prepare certain reports, and in that the data is available to you, sometimes there are issues, or your main application, or if you are using a tool for your reporting, there is a limitation, or this also happens, the presenter, the office owner, he do not want to share that data, this is another reality, he says that I will present my data, I do not want to use the common data, in such situations they use it, and then they use the data in excel, they manipulate it, they prepare their graphs and charts, that is how quickly, without depending on any word, because one thing is practically speaking, when we use analytics tools, there is a lot of hard work involved, there is a long time period, in some time, and for quick wins excel is the best, you have exported your data, you have manipulated it, your bi tool, your data warehousing tool might be still under implementation, see the implementation takes months, even the large organization takes years, so the reporting does not stop, this is a very practical scenario, then the people in the respective department say that I will use excel, and let me make my presentation of the graph or chart, whatever, in excel, then in this you see a thing called pivot charts, and the pivot charts are a powerful tool of excel, in this the data is directly from the database, your access is microsoft sql server, you can directly integrate it from these two, you do not have to keep all the data in your excel, you do not have to keep all the data in your excel, you link it, and the data you want, you use it for presentation, so these pivot charts are very important from this point of view, then the data you have in the excel sheet or the worksheet is available, you can also represent it, we have seen that almost all the power bi tools or charts are available, almost all of them are available, and it recommends itself that whatever data you have selected, which chart is the best, then you can link it with the database, whatever data you have in the database, your pivot chart or the pivot table will automatically deflect, you do not have to do anything, so whatever your ETL or integration is, it does the same, basically excel just to summarize overall your visualization area, as I said excel is the last but not the least tool, but it can be and it is a very good starting point to practice your data visualization, in this you can also select data from the database, through pivot tables and pivot charts, you can also apply the different worksheets in the data, or a selection or portion of your worksheet, you can also select it and you can make charts on it, just to conclude, for quick wins, where you do not have training in other tools or in your organization, there is no tool or under implementation, so Microsoft excel is the best tool to save your face and get the work done, thank you.