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The Beginner's Guide to Excel | Excel Basics Tutorial | Excel Basic Knowledge | Simplilearn

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This The Beginner's Guide to Excel and Excel Basics Tutorial Tutorial will help you get started with Excel and explore the features it offers. You will take a tour to understand Excel basics and look at how to write functions, sort, and filter data, how to import data and split data into multiple columns, learn about sumif and countif functions and many more functions and formulas available in Microsoft Excel.
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What is Microsoft Excel?
Excel is one of the best applications available on the market for creating spreadsheets to crunch numbers and dashboard reports as well as storing and administering data. This software first appeared on the scene back in 1987, and since then it has grown to become one of the most popular pieces of software for home or business.
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This Data Analytics Program is ideal for all working professionals and prior programming knowledge is not required. It covers topics like data analysis, data visualization, regression techniques, and supervised learning in-depth via our applied learning model with live sessions by leading practitioners and industry projects.
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{'title': "The Beginner's Guide to Excel | Excel Basics Tutorial | Excel Basic Knowledge | Simplilearn", 'heatmap': [{'end': 16311.256, 'start': 15891.926, 'weight': 1}], 'summary': 'Tutorial covers extensive excel topics such as inbuilt functions, data manipulation, pivot tables, vlookup, time series analysis, forecasting, data analysis, descriptive analytics, regression analysis, excel macros, vba for automation, creating dashboards, revenue analysis, excel functions, tips, and formats, advanced excel techniques, with practical examples and job opportunities.', 'chapters': [{'end': 1196.402, 'segs': [{'end': 175.074, 'src': 'embed', 'start': 147.235, 'weight': 2, 'content': [{'end': 152.376, 'text': 'Then finally, we will enter the important stage in Excel, data analysis in Excel.', 'start': 147.235, 'duration': 5.141}, {'end': 156.619, 'text': 'After that, we will understand the macros and visual basics in Excel.', 'start': 152.956, 'duration': 3.663}, {'end': 161.204, 'text': 'Finally, we will try to create the interactive Excel dashboard.', 'start': 157.06, 'duration': 4.144}, {'end': 168.871, 'text': 'Later, to make things more interesting, we will wind up this session by discussing the most frequently asked interview questions based on Excel.', 'start': 161.624, 'duration': 7.247}, {'end': 171.452, 'text': 'I hope I made myself clear with the agenda.', 'start': 169.551, 'duration': 1.901}, {'end': 175.074, 'text': "Now without further ado, let's get started with our first concept.", 'start': 171.672, 'duration': 3.402}], 'summary': 'Excel training will cover data analysis, macros, visual basics, and interactive dashboard creation. it will also address frequently asked interview questions.', 'duration': 27.839, 'max_score': 147.235, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ147235.jpg'}, {'end': 383.168, 'src': 'embed', 'start': 359.579, 'weight': 5, 'content': [{'end': 366.181, 'text': 'you can see a new dialog box which opens me a new set of operations which are not able to be fit in this particular group.', 'start': 359.579, 'duration': 6.602}, {'end': 370.082, 'text': 'so we will also see more about this in a better way in the practical session.', 'start': 366.721, 'duration': 3.361}, {'end': 374.104, 'text': 'now, moving forward, we have cell and address.', 'start': 370.082, 'duration': 4.022}, {'end': 378.066, 'text': 'so when you open a microsoft excel sheet, you can find boxes.', 'start': 374.104, 'duration': 3.962}, {'end': 383.168, 'text': 'so each and every box is named as a cell and each cell has its own address.', 'start': 378.066, 'duration': 5.102}], 'summary': 'Microsoft excel features include cells with unique addresses for data storage.', 'duration': 23.589, 'max_score': 359.579, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ359579.jpg'}, {'end': 504.38, 'src': 'embed', 'start': 469.136, 'weight': 0, 'content': [{'end': 475.661, 'text': "if you're not able to find what you're looking for, then you always have an option of selecting the particular type of sheet, what you're looking for.", 'start': 469.136, 'duration': 6.525}, {'end': 481.746, 'text': "so you have various options if it's business, if it's personal, if it's planners and trackers, lists, budgets, charts, etc.", 'start': 475.661, 'duration': 6.085}, {'end': 485.088, 'text': "etc. so let's imagine that you wanted something from business.", 'start': 481.746, 'duration': 3.342}, {'end': 491.033, 'text': 'so just by clicking that business option, the excel will load a variety of sheets related to business options.', 'start': 485.088, 'duration': 5.945}, {'end': 492.294, 'text': 'so this might take a while.', 'start': 491.033, 'duration': 1.261}, {'end': 495.236, 'text': 'so you can see that the excel is loading few types of sheets.', 'start': 492.294, 'duration': 2.942}, {'end': 504.38, 'text': 'so you can see that excel has provided us with some online varieties of sheets, for example, any calendar, business expenses, channel, marketing,', 'start': 496.795, 'duration': 7.585}], 'summary': 'Excel provides various sheet options including business expenses and marketing.', 'duration': 35.244, 'max_score': 469.136, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ469136.jpg'}, {'end': 703.256, 'src': 'embed', 'start': 656.832, 'weight': 4, 'content': [{'end': 658.533, 'text': 'It will be about employee number.', 'start': 656.832, 'duration': 1.701}, {'end': 661.894, 'text': 'It will be the designation.', 'start': 660.554, 'duration': 1.34}, {'end': 667.936, 'text': 'And maybe salary.', 'start': 661.914, 'duration': 6.022}, {'end': 676.319, 'text': 'And maybe blood group as well.', 'start': 674.838, 'duration': 1.481}, {'end': 688.432, 'text': "and let's take another one, which is phone number here.", 'start': 680.084, 'duration': 8.348}, {'end': 695.038, 'text': 'so so far, so good, and you can see that we have some problem with this particular column.', 'start': 688.432, 'duration': 6.606}, {'end': 703.256, 'text': 'the designation, the name, uh, the name of the designation is practically good, but it is not visible.', 'start': 695.689, 'duration': 7.567}], 'summary': 'The transcript discusses employee details including number, designation, salary, blood group, and phone number, highlighting visibility issues with the designation column.', 'duration': 46.424, 'max_score': 656.832, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ656832.jpg'}, {'end': 1152.824, 'src': 'embed', 'start': 1126.357, 'weight': 3, 'content': [{'end': 1142.84, 'text': 'and you can also increase the size and again select a color for the text maybe a different color green would be better and you can also select the entire cells and align them to the center looks more good.', 'start': 1126.357, 'duration': 16.483}, {'end': 1146.721, 'text': 'and you can select or double click the row names.', 'start': 1142.84, 'duration': 3.881}, {'end': 1150.343, 'text': "so you'll have the proper spacing between all the rows and columns.", 'start': 1146.721, 'duration': 3.622}, {'end': 1152.824, 'text': 'so we have double click on the column right, yeah.', 'start': 1150.343, 'duration': 2.481}], 'summary': 'Demonstrating how to adjust cell size, text color, alignment, and row spacing in a spreadsheet.', 'duration': 26.467, 'max_score': 1126.357, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ1126357.jpg'}], 'start': 14.403, 'title': 'Excel fundamentals and tutorial overview', 'summary': 'Covers an extensive excel tutorial including inbuilt functions, data manipulation, sorting, filter functions, slicers, data protection, goal seek, barcodes, mis reports, lookup functions, budget template, user form, time series, email and mail merge, pivot tables and charts, data analysis, macros, visual basics, interactive dashboard, and interview questions, along with basics of microsoft excel such as cell and address fundamentals, navigating through sheets, creating a blank workbook, adjusting cell and sheet size, and formatting tables.', 'chapters': [{'end': 359.579, 'start': 14.403, 'title': 'Excel tutorial overview', 'summary': 'Covers an extensive excel tutorial including fundamentals, inbuilt functions, data manipulation, sorting, filter functions, slicers, data protection, goal seek, barcodes, mis reports, lookup functions, budget template, user form, time series, email and mail merge, pivot tables and charts, data analysis, macros, visual basics, interactive dashboard, and interview questions, with a brief overview of microsoft excel and its fundamental features.', 'duration': 345.176, 'highlights': ['Microsoft Excel is a software product designed and developed by Microsoft for storing data in an organized way, capable of manipulating data through mathematical operations and extracting insights from the data. Microsoft Excel is designed for storing data in an organized way, capable of manipulating data through mathematical operations and extracting insights from the data.', 'The tutorial covers fundamentals, inbuilt functions, sorting, filter functions, slicers, flash fill, eliminating duplicates, data protection, goal seek, barcodes, progress charts, converting data from various sources, setting up pages for printing, conditional formatting, data validation, creating MIS reports, lookup functions, budget template, user form, time series, email, mail merge, pivot tables and charts, data analysis, macros, visual basics, interactive dashboard, and interview questions. The tutorial covers a wide range of topics including fundamentals, inbuilt functions, sorting, filter functions, slicers, flash fill, eliminating duplicates, data protection, goal seek, barcodes, progress charts, converting data from various sources, setting up pages for printing, conditional formatting, data validation, creating MIS reports, lookup functions, budget template, user form, time series, email, mail merge, pivot tables and charts, data analysis, macros, visual basics, interactive dashboard, and interview questions.', 'Microsoft Excel homepage provides various varieties of sheets, suggestions based on the type of sheet, toolbar menu, and toolbar ribbon segmented into groups with separate functions. Microsoft Excel homepage provides various varieties of sheets, suggestions based on the type of sheet, toolbar menu, and toolbar ribbon segmented into groups with separate functions.']}, {'end': 561.346, 'start': 359.579, 'title': 'Microsoft excel fundamentals', 'summary': 'Covers the basics of microsoft excel, including cell and address fundamentals, navigating through sheets, and creating a blank workbook, providing an overview of various sheet options and toolbars.', 'duration': 201.767, 'highlights': ["Each cell in Microsoft Excel has its own address, e.g., the highlighted cell 'b3' indicates column 'b' and row '3'. The transcript explains how each cell in Excel is identified by its address, such as 'b3', where 'b' represents the column and '3' represents the row.", 'Excel provides a variety of sheet options based on different categories like business, personal, planners, trackers, lists, budgets, and charts. The chapter mentions that Excel offers a diverse range of sheet options categorized under business, personal, planners, trackers, lists, budgets, and charts, catering to specific user requirements.', 'The toolbar in Microsoft Excel consists of various tabs like file, home, insert, draw, page, layout, formulas, data, review, view, and help, each with its own ribbon for different functions. The transcript discusses the toolbar in Excel, highlighting its tabs including file, home, insert, draw, page, layout, formulas, data, review, view, and help, each with its unique ribbon for different functions.']}, {'end': 1196.402, 'start': 561.346, 'title': 'Microsoft excel fundamentals', 'summary': 'Covers the fundamentals of microsoft excel, including navigating through sheets, adjusting cell and sheet size, creating and formatting tables, adding data, and making modifications such as adding new columns and changing font, size, and alignment.', 'duration': 635.056, 'highlights': ['Navigating through sheets and adjusting cell and sheet size Users can navigate through sheets and adjust cell and sheet size, with the default size being 100%.', 'Creating and formatting tables The session includes creating and formatting tables, such as merging cells and centering data.', 'Adding data and making modifications The chapter covers adding data to tables, modifying the table by adding new columns, and changing font, size, and alignment.']}], 'duration': 1181.999, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ14403.jpg', 'highlights': ['The tutorial covers a wide range of topics including fundamentals, inbuilt functions, sorting, filter functions, slicers, flash fill, eliminating duplicates, data protection, goal seek, barcodes, progress charts, converting data from various sources, setting up pages for printing, conditional formatting, data validation, creating MIS reports, lookup functions, budget template, user form, time series, email, mail merge, pivot tables and charts, data analysis, macros, visual basics, interactive dashboard, and interview questions.', 'Microsoft Excel is a software product designed and developed by Microsoft for storing data in an organized way, capable of manipulating data through mathematical operations and extracting insights from the data.', "The transcript explains how each cell in Excel is identified by its address, such as 'b3', where 'b' represents the column and '3' represents the row.", 'Excel offers a diverse range of sheet options categorized under business, personal, planners, trackers, lists, budgets, and charts, catering to specific user requirements.', 'The toolbar in Microsoft Excel consists of various tabs like file, home, insert, draw, page, layout, formulas, data, review, view, and help, each with its unique ribbon for different functions.', 'Users can navigate through sheets and adjust cell and sheet size, with the default size being 100%.', 'The chapter covers adding data to tables, modifying the table by adding new columns, and changing font, size, and alignment.']}, {'end': 4227.381, 'segs': [{'end': 1562.693, 'src': 'embed', 'start': 1538.478, 'weight': 3, 'content': [{'end': 1545.09, 'text': "then consider getting subscribed to our youtube channel and don't forget to hit that bell icon to never miss an update from simply Now.", 'start': 1538.478, 'duration': 6.612}, {'end': 1547.939, 'text': "without further ado, let's get started with the Flash Fill in Excel.", 'start': 1545.09, 'duration': 2.849}, {'end': 1551.792, 'text': 'For that, we might want to start the Excel to get in the practical mode.', 'start': 1548.521, 'duration': 3.271}, {'end': 1557.23, 'text': 'now we are on the microsoft excel and remember the example we discussed.', 'start': 1553.047, 'duration': 4.183}, {'end': 1559.131, 'text': 'so this is a similar example.', 'start': 1557.23, 'duration': 1.901}, {'end': 1562.693, 'text': 'now the first column in the sheet is the product detail.', 'start': 1559.131, 'duration': 3.562}], 'summary': 'Subscribe to youtube, start excel, and learn flash fill.', 'duration': 24.215, 'max_score': 1538.478, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ1538478.jpg'}, {'end': 1899.336, 'src': 'embed', 'start': 1871.487, 'weight': 0, 'content': [{'end': 1874.448, 'text': 'So you have various options, file, home insert, etc.', 'start': 1871.487, 'duration': 2.961}, {'end': 1876.349, 'text': 'So you need to select the data.', 'start': 1874.929, 'duration': 1.42}, {'end': 1879.111, 'text': 'And inside the data toolbar, we have the ribbon.', 'start': 1876.79, 'duration': 2.321}, {'end': 1885.654, 'text': 'And inside ribbon, you have got the duplicate values or remove duplicates option in the ribbon.', 'start': 1879.591, 'duration': 6.063}, {'end': 1889.416, 'text': 'So select all the data, select remove duplicates.', 'start': 1886.115, 'duration': 3.301}, {'end': 1893.979, 'text': 'And now you can see that we have all our column names over here.', 'start': 1889.997, 'duration': 3.982}, {'end': 1899.336, 'text': 'and make sure that you have selected My Data as Headers and then select OK.', 'start': 1894.833, 'duration': 4.503}], 'summary': "Select 'remove duplicates' in data toolbar to remove duplicate values from selected data.", 'duration': 27.849, 'max_score': 1871.487, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ1871487.jpg'}, {'end': 2278.852, 'src': 'embed', 'start': 2249.93, 'weight': 2, 'content': [{'end': 2253.213, 'text': 'Now we have finished the first part, that is,', 'start': 2249.93, 'duration': 3.283}, {'end': 2259.438, 'text': "locking all the cells which you don't want to get edit and unlocking the cells where you want to make some edits.", 'start': 2253.213, 'duration': 6.225}, {'end': 2262.221, 'text': 'Now, the second stage is protecting the sheet.', 'start': 2259.879, 'duration': 2.342}, {'end': 2267.205, 'text': 'Now, right click on the sheet name and you can see an option called Protect Sheet.', 'start': 2262.481, 'duration': 4.724}, {'end': 2268.166, 'text': 'Click that.', 'start': 2267.725, 'duration': 0.441}, {'end': 2272.628, 'text': 'and now here you can see select locked cells and also select unblock cells.', 'start': 2268.826, 'duration': 3.802}, {'end': 2274.97, 'text': 'so let us provide a password here.', 'start': 2272.628, 'duration': 2.342}, {'end': 2278.852, 'text': "so let us use some simple password so that we don't forget that.", 'start': 2274.97, 'duration': 3.882}], 'summary': 'The process involves locking and unlocking cells, then protecting the sheet with a simple password.', 'duration': 28.922, 'max_score': 2249.93, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ2249930.jpg'}, {'end': 2372.524, 'src': 'embed', 'start': 2341.606, 'weight': 1, 'content': [{'end': 2343.686, 'text': 'Now, let me try to change this phone number.', 'start': 2341.606, 'duration': 2.08}, {'end': 2345.847, 'text': 'Let me enter some random phone number.', 'start': 2344.227, 'duration': 1.62}, {'end': 2351.8, 'text': 'So, you can see the cell is editable.', 'start': 2349.42, 'duration': 2.38}, {'end': 2358.322, 'text': 'Now, let us go through the designation column and try to edit this particular column.', 'start': 2352.521, 'duration': 5.801}, {'end': 2361.342, 'text': 'Now, since I said that there is a promotion happening in the company.', 'start': 2358.382, 'duration': 2.96}, {'end': 2364.703, 'text': 'So, the deputy CEO is now the current CEO of the company.', 'start': 2361.502, 'duration': 3.201}, {'end': 2372.524, 'text': 'And software developer happens to become the senior software developer and the tester as well.', 'start': 2365.843, 'duration': 6.681}], 'summary': 'Phone number and designation edited; promotion results in new ceo and senior positions for software developer and tester.', 'duration': 30.918, 'max_score': 2341.606, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ2341606.jpg'}], 'start': 1196.962, 'title': 'Excel data manipulation', 'summary': 'Explores implementing slicers, flash fill, creating barcode, progress tracker, and page setup in excel, enhancing data presentation and understanding, reducing time spent on data manipulation, and effective printing options, covering methods, formulas, and functionalities.', 'chapters': [{'end': 1454.28, 'start': 1196.962, 'title': 'Implementing slicers in excel', 'summary': 'Explains how to implement and use slicers in excel to filter and display data, including converting data into a table, creating and rearranging slicers, and selecting multiple filters, enhancing data presentation and understanding.', 'duration': 257.318, 'highlights': ['Slicers in Excel are software filters used with Excel tables or pivot tables, helping in easy understanding and displaying of information. Slicers in Excel aid in filtering and displaying data, providing an easy understanding of the information being extracted and displayed on the screen.', 'Converting data into a table in Excel can be done by selecting all the data and pressing Ctrl T, enabling the option to convert data into a table. To implement Slicers in Excel, the data needs to be converted into a table by selecting all the data and pressing Ctrl T, allowing the option to convert the data into a table.', 'Creating and rearranging slicers in Excel allows for efficient data presentation, enabling the selection of specific data based on various criteria such as zone, department, and designation. Creating and rearranging slicers in Excel enables efficient data presentation and allows the selection of specific data based on various criteria such as zone, department, and designation.', 'The feature of selecting multiple filters in slicers in Excel allows for the simultaneous selection of multiple criteria, enhancing the flexibility and usability of data filtering. The feature of selecting multiple filters in slicers in Excel enhances the flexibility and usability of data filtering by allowing the simultaneous selection of multiple criteria.', 'Slicers in Excel aid in enhancing data presentation and understanding, facilitating easy filtering and display of information for effective data analysis and presentation. Slicers in Excel aid in enhancing data presentation and understanding, facilitating easy filtering and display of information for effective data analysis and presentation.']}, {'end': 2701.503, 'start': 1455.441, 'title': 'Implementing flash fill in excel', 'summary': "Explores the implementation of flash fill in excel, reducing time spent on data manipulation by using examples of separating text, deleting duplicate elements, and protecting/locking cells, while also demonstrating goal seek's functionality.", 'duration': 1246.062, 'highlights': ['The Flash Fill function in Excel simplifies the process of separating text in a column by recognizing patterns and applying them to the remaining cells, reducing time and complexity. Flash Fill in Excel reduces time spent on data manipulation by recognizing patterns and applying them to the remaining cells, as demonstrated in separating product details into three columns.', 'The process of removing duplicate elements in an Excel sheet is demonstrated, showcasing the options to remove duplicates and highlight them before elimination. The tutorial illustrates the process of removing duplicate elements in an Excel sheet, including options to remove duplicates and highlight them before elimination, reducing the possibility of unintentional edits.', 'The tutorial explains the necessity of protecting and locking cells in Excel, demonstrating the process of locking and protecting cells to prevent unintended edits. The importance of protecting and locking cells in Excel is explained, with a demonstration of the process and steps involved in preventing unintended edits, ensuring data integrity and security.', 'The functionality of Goal Seek in Excel is demonstrated, showcasing its capability to determine the value needed to achieve a specific result, such as calculating the required marks for a student to reach a target percentage. The tutorial demonstrates the functionality of Goal Seek in Excel, showcasing its capability to determine the value needed to achieve a specific result, as shown through calculating the required marks for a student to reach a target percentage.']}, {'end': 3274.999, 'start': 2701.963, 'title': 'Creating barcode, progress tracker & page setup in excel', 'summary': 'Covers creating a barcode in excel by converting data type, downloading and installing barcode font, and applying formula for barcode generation, designing a progress tracker using conditional formatting to visualize attendance percentage, and setting up page layout in excel for printing data effectively.', 'duration': 573.036, 'highlights': ['Creating barcode in Excel involves converting data type to text, downloading and installing barcode font, and applying formula for barcode generation. To create a barcode in Excel, the first step is to convert the data type to text, download and install the barcode font, and then apply the formula for barcode generation.', 'Designing a progress tracker in Excel includes using conditional formatting to visualize attendance percentage and highlighting cells with attendance less than 65%. To design a progress tracker in Excel, conditional formatting is used to visualize attendance percentage and highlight cells with attendance less than 65%.', 'Setting up page layout in Excel for printing involves adjusting cell sizes, applying conditional formatting, and ensuring data fits properly for printing. To set up page layout in Excel for printing, adjustments to cell sizes, conditional formatting, and ensuring proper data fitting for printing are essential.']}, {'end': 4227.381, 'start': 3274.999, 'title': 'Ms excel page setup', 'summary': 'Provides a detailed overview of ms excel page setup, including methods to access page setup options, printing options for active sheets and entire workbook, and explaining concepts like collated and uncollated printing, page orientation, paper size, margins, and scaling. it also covers the process of exporting data to pdf format and printing options.', 'duration': 952.382, 'highlights': ['Methods to access page setup options The transcript explains three methods to access page setup options in MS Excel, including clicking on file and going to print option, using the page layout option from the toolbar, and accessing page setup options through the view option on the toolbar.', 'Printing options for active sheets and entire workbook The transcript details the process of printing active sheets and entire workbook, showing the difference in the number of pages to be printed for each option, with the active sheet resulting in 6 pages and the entire workbook resulting in 12 pages.', 'Explanation of collated and uncollated printing The transcript explains the concepts of collated and uncollated printing, using the analogy of distributing question papers in an examination hall to illustrate the difference between the two approaches.', 'Explanation of page orientation, paper size, margins, and scaling The transcript covers the different options available for page orientation, paper size, margins, and scaling, providing insights into how these settings affect the printing of data in MS Excel.', 'Process of exporting data to PDF format and printing options The transcript demonstrates the process of exporting data to PDF format and provides insights into printing options, including selecting the number of copies, and the location for printing or exporting the data.']}], 'duration': 3030.419, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ1196962.jpg', 'highlights': ['Slicers in Excel aid in enhancing data presentation and understanding, facilitating easy filtering and display of information for effective data analysis and presentation.', 'The Flash Fill function in Excel simplifies the process of separating text in a column by recognizing patterns and applying them to the remaining cells, reducing time and complexity.', 'Creating barcode in Excel involves converting data type to text, downloading and installing barcode font, and applying formula for barcode generation.', 'Methods to access page setup options The transcript explains three methods to access page setup options in MS Excel, including clicking on file and going to print option, using the page layout option from the toolbar, and accessing page setup options through the view option on the toolbar.']}, {'end': 6001.586, 'segs': [{'end': 4742.403, 'src': 'embed', 'start': 4701.355, 'weight': 2, 'content': [{'end': 4705.589, 'text': 'Now, we have the chart moved to the sheet number 2.', 'start': 4701.355, 'duration': 4.234}, {'end': 4723.223, 'text': "And in the same way, let's go to the sheet number 4 and let's move this particular chart to sheet number 2.", 'start': 4705.589, 'duration': 17.634}, {'end': 4723.683, 'text': 'There you go.', 'start': 4723.223, 'duration': 0.46}, {'end': 4730.572, 'text': 'The chart got moved to sheet number 2.', 'start': 4723.903, 'duration': 6.669}, {'end': 4733.235, 'text': 'Now, you can insert the slices.', 'start': 4730.572, 'duration': 2.663}, {'end': 4742.403, 'text': 'So, we have selected the third sheet or third chart and inside the pivot chart analyze option, we have an option of inserting the slicer.', 'start': 4734.255, 'duration': 8.148}], 'summary': 'Charts moved to sheet 2, slicer inserted in pivot chart.', 'duration': 41.048, 'max_score': 4701.355, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ4701355.jpg'}, {'end': 5001.901, 'src': 'embed', 'start': 4956.275, 'weight': 9, 'content': [{'end': 4961.639, 'text': 'Now VLOOKUP is used to see if a value exists in a range of values,', 'start': 4956.275, 'duration': 5.364}, {'end': 4969.904, 'text': 'and we can create a range of values which is nothing but a block of cells which has a name and can be referenced.', 'start': 4961.639, 'duration': 8.265}, {'end': 4972.766, 'text': 'So mainly to use VLOOKUP.', 'start': 4970.084, 'duration': 2.682}, {'end': 4978.801, 'text': 'we need to create a named range And that can be referenced anywhere in the workbook.', 'start': 4972.766, 'duration': 6.035}, {'end': 4986.826, 'text': 'or the other option is, you can always drag and select the range of data in which you would want to search something.', 'start': 4978.801, 'duration': 8.025}, {'end': 4987.706, 'text': 'now there is also.', 'start': 4986.826, 'duration': 0.88}, {'end': 4993.37, 'text': 'Other functions, such as edge lookup, which pretty much does the same thing.', 'start': 4987.727, 'duration': 5.643}, {'end': 4998.373, 'text': 'however, it does it horizontally, that is, left to right instead of vertically.', 'start': 4993.37, 'duration': 5.003}, {'end': 5001.901, 'text': 'There are other functions like lookup and XLOOKUP and so on.', 'start': 4998.68, 'duration': 3.221}], 'summary': 'Using vlookup and other functions to search and reference data in excel.', 'duration': 45.626, 'max_score': 4956.275, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ4956275.jpg'}, {'end': 5111.16, 'src': 'embed', 'start': 5083.313, 'weight': 8, 'content': [{'end': 5088.438, 'text': 'Now, how do we do a VLOOKUP here? So for that, we can use a formula.', 'start': 5083.313, 'duration': 5.125}, {'end': 5096.725, 'text': 'So for example, I would want to search for employee name where employee ID is whatever you would want to search for.', 'start': 5088.758, 'duration': 7.967}, {'end': 5101.27, 'text': 'So employee ID, we can give here 107.', 'start': 5097.406, 'duration': 3.864}, {'end': 5104.613, 'text': "Now that's what we would want to search the employee name for.", 'start': 5101.27, 'duration': 3.343}, {'end': 5107.738, 'text': 'And employee name is what we are interested.', 'start': 5105.436, 'duration': 2.302}, {'end': 5111.16, 'text': 'Now what we can do is we can use the function option here.', 'start': 5107.798, 'duration': 3.362}], 'summary': 'Use vlookup to search for employee name based on employee id, e.g., search for employee id 107 to find the corresponding employee name.', 'duration': 27.847, 'max_score': 5083.313, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ5083313.jpg'}, {'end': 5196.977, 'src': 'embed', 'start': 5165.663, 'weight': 1, 'content': [{'end': 5169.764, 'text': 'If you place your cursor here, it says what is the table array.', 'start': 5165.663, 'duration': 4.101}, {'end': 5173.726, 'text': 'That is nothing but the range, which we can use our named range.', 'start': 5170.184, 'duration': 3.542}, {'end': 5183.408, 'text': 'Here we have the column index number, which basically tells me what is the column number in the range which we want?', 'start': 5174.266, 'duration': 9.142}, {'end': 5186.931, 'text': 'so what is the value we want from which column?', 'start': 5183.408, 'duration': 3.523}, {'end': 5196.977, 'text': 'and then basically you have range lookup, which basically is the fourth option, and range lookup is nothing, but it can have two values,', 'start': 5186.931, 'duration': 10.046}], 'summary': 'Explaining usage of table arrays, column index numbers, and range lookup in excel.', 'duration': 31.314, 'max_score': 5165.663, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ5165663.jpg'}, {'end': 5245.191, 'src': 'embed', 'start': 5219.1, 'weight': 0, 'content': [{'end': 5225.381, 'text': 'so i can basically search for a value based on the lookup value.', 'start': 5219.1, 'duration': 6.281}, {'end': 5226.742, 'text': 'now how do we do it?', 'start': 5225.381, 'duration': 1.361}, {'end': 5231.964, 'text': 'so we are saying we would want to search for employee id, which is 107.', 'start': 5226.742, 'duration': 5.222}, {'end': 5245.191, 'text': 'so what i can do is i can select this cell here which tells that this is the value or employee id for which i would want to search the employee name.', 'start': 5231.964, 'duration': 13.227}], 'summary': 'Searching for employee name based on employee id 107.', 'duration': 26.091, 'max_score': 5219.1, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ5219100.jpg'}, {'end': 5325.754, 'src': 'embed', 'start': 5273.095, 'weight': 3, 'content': [{'end': 5283.127, 'text': 'so, for example, we had selected something like our search and if you see here that already selects or shows me employee id, employee name,', 'start': 5273.095, 'duration': 10.032}, {'end': 5283.847, 'text': 'email address.', 'start': 5283.127, 'duration': 0.72}, {'end': 5285.93, 'text': 'so it gives me the range.', 'start': 5283.847, 'duration': 2.083}, {'end': 5288.593, 'text': 'now, column index number.', 'start': 5285.93, 'duration': 2.663}, {'end': 5292.749, 'text': 'so which column are we interested in?', 'start': 5288.593, 'duration': 4.156}, {'end': 5295.391, 'text': 'that means what is the value we are searching for.', 'start': 5292.749, 'duration': 2.642}, {'end': 5299.054, 'text': 'so we are searching for employee name, which is the second column.', 'start': 5295.391, 'duration': 3.663}, {'end': 5304.538, 'text': 'so I can just say two, and that basically is the column number.', 'start': 5299.054, 'duration': 5.484}, {'end': 5308.601, 'text': 'and then you have to give a range lookup, which is a logical value.', 'start': 5304.538, 'duration': 4.063}, {'end': 5315.506, 'text': 'so either you give an exact match or you can basically give a closest match.', 'start': 5308.601, 'duration': 6.905}, {'end': 5322.874, 'text': 'so we can say, for example, do a zero, which basically means false, or you can say one which is true.', 'start': 5315.506, 'duration': 7.368}, {'end': 5324.454, 'text': "so let's go for zero.", 'start': 5322.874, 'duration': 1.58}, {'end': 5325.754, 'text': "now, that's our formula.", 'start': 5324.454, 'duration': 1.3}], 'summary': 'The transcript discusses selecting columns and using range lookup options for employee data.', 'duration': 52.659, 'max_score': 5273.095, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ5273095.jpg'}], 'start': 4228.762, 'title': 'Excel mis and vlookup functions', 'summary': 'Covers excel mis reports, pivot tables, and vlookup function usage, emphasizing practical examples and job opportunities, and demonstrating pivot table and chart creation and linking, as well as implementing vlookup and if error functions with specific criteria and error handling, providing practical examples for better understanding.', 'chapters': [{'end': 4464.458, 'start': 4228.762, 'title': 'Excel mis reporting basics', 'summary': 'Covers how to add page background, use print titles, and create mis reports in microsoft excel, emphasizing the importance of mis reports and their impact on decision making, with practical examples and job opportunities in the field.', 'duration': 235.696, 'highlights': ['MIS reports provide data on different categories for accurate decision making MIS reports offer data for accurate decision making, emphasizing the importance of the reports for informed decisions.', 'Using slicers to obtain real-time information from the dashboard Demonstrates the use of slicers to obtain real-time information from the dashboard, showcasing practical application of data manipulation.', 'Importance of print titles and their function in ensuring consistency across pages Emphasizes the importance of print titles in ensuring consistency across pages, demonstrating its function in maintaining uniformity in the report.']}, {'end': 4882.527, 'start': 4464.858, 'title': 'Creating pivot tables and charts', 'summary': 'Demonstrates how to create pivot tables and charts, linking them to the original data, and connecting the slices to all pivot charts for interactive data representation.', 'duration': 417.669, 'highlights': ['Demonstrates step-by-step process of creating pivot tables and charts, including selecting data, creating new sheets, and selecting chart types. Step-by-step process of creating pivot tables and charts', 'Shows how to move charts between sheets and insert slices for year, car, and type, organizing them and customizing the designs for better appearance. Moving charts between sheets, inserting slices, organizing and customizing designs', 'Explains the importance of connecting all slices to all pivot charts for interactive response to changes in the data. Importance of connecting all slices to pivot charts for interactive response']}, {'end': 5186.931, 'start': 4882.687, 'title': 'Excel mis and vlookup functions', 'summary': 'Covers working on mis reports in excel, converting data into tabular form, and implementing vlookup function to search for values in a range of data, with a focus on using named ranges and creating vlookup formulas.', 'duration': 304.244, 'highlights': ['Converting data into tabular form The process of converting data into tabular form in Excel by selecting all the data, pressing Ctrl T, and converting it into tabular data, ensuring all macros are disabled.', 'Implementing MIS reports in pivot tables The process of implementing MIS reports in pivot tables after converting data into tabular form, allowing for efficient data analysis and reporting.', 'Using VLOOKUP to search for values in a range of data The explanation of using VLOOKUP to search for a value in a range of data, creating named ranges, and inserting VLOOKUP formulas to search for specific values.', "Creating named ranges in Excel The process of creating named ranges in Excel by selecting the data, right-clicking, selecting 'get data from table range', defining a name for the range, and creating a named range for efficient data referencing."]}, {'end': 6001.586, 'start': 5186.931, 'title': 'Vlookup and if error in excel', 'summary': 'Covers the usage of vlookup function in excel to search for data based on specific criteria, and the usage of the if error function to handle error messages when the value is not found, demonstrating the functionality with examples such as finding employee names and job titles.', 'duration': 814.655, 'highlights': ['Demonstrates the usage of VLOOKUP function to search for employee names based on employee IDs, using a specific range and column index number, and the option for closest or exact match, resulting in the ability to efficiently retrieve data based on given criteria. The chapter demonstrates the usage of VLOOKUP function to search for employee names based on employee IDs, using a specific range and column index number, and the option for closest or exact match, resulting in the ability to efficiently retrieve data based on given criteria.', 'Explains the implementation of the If Error function to handle error messages when the value is not found, showcasing the process of defining custom error messages and integrating them with the VLOOKUP function to improve error handling and user experience. The chapter explains the implementation of the If Error function to handle error messages when the value is not found, showcasing the process of defining custom error messages and integrating them with the VLOOKUP function to improve error handling and user experience.']}], 'duration': 1772.824, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ4228762.jpg', 'highlights': ['MIS reports provide data on different categories for accurate decision making', 'Using slicers to obtain real-time information from the dashboard', 'Importance of print titles and their function in ensuring consistency across pages', 'Demonstrates step-by-step process of creating pivot tables and charts', 'Shows how to move charts between sheets and insert slices for year, car, and type', 'Explains the importance of connecting all slices to all pivot charts for interactive response', 'Converting data into tabular form in Excel by selecting all the data, pressing Ctrl T', 'Implementing MIS reports in pivot tables after converting data into tabular form', 'Using VLOOKUP to search for values in a range of data and creating named ranges', 'Demonstrates the usage of VLOOKUP function to search for employee names based on employee IDs', 'Explains the implementation of the If Error function to handle error messages when the value is not found']}, {'end': 7307.489, 'segs': [{'end': 6795.048, 'src': 'embed', 'start': 6733.89, 'weight': 0, 'content': [{'end': 6749.039, 'text': 'we are basically nesting our vlookup inside if error with a not found option, which basically says if the value given in the cell H is not found,', 'start': 6733.89, 'duration': 15.149}, {'end': 6754.162, 'text': 'then basically it will display not found.', 'start': 6749.039, 'duration': 5.123}, {'end': 6759.806, 'text': 'so here you also notice that the range which has been given has been selected, that is, B1 to C21.', 'start': 6754.162, 'duration': 5.644}, {'end': 6768.599, 'text': 'Now we could have used a name range which basically helps us in searching for multiple functions.', 'start': 6762.731, 'duration': 5.868}, {'end': 6774.887, 'text': 'We are searching for two, that is the column number two here, that is employee name.', 'start': 6769.44, 'duration': 5.447}, {'end': 6779.493, 'text': 'So check for employee James Bond, if the value is not present or no.', 'start': 6775.408, 'duration': 4.085}, {'end': 6786.785, 'text': 'So we are basically just searching for employee name here and then give your zero or one.', 'start': 6779.983, 'duration': 6.802}, {'end': 6791.087, 'text': "So that's basically usage of your if error, which I've shown earlier.", 'start': 6787.026, 'duration': 4.061}, {'end': 6795.048, 'text': 'And the same thing can be applied for your edge lookup also.', 'start': 6791.587, 'duration': 3.461}], 'summary': 'Using nested vlookup inside if error to handle not found option with a selected range of b1 to c21, and showcasing the usage for employee name search.', 'duration': 61.158, 'max_score': 6733.89, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ6733890.jpg'}, {'end': 7143.427, 'src': 'embed', 'start': 7114.864, 'weight': 3, 'content': [{'end': 7121.419, 'text': "we want an exact match, so first let's close this one now, That's fine.", 'start': 7114.864, 'duration': 6.555}, {'end': 7128.342, 'text': 'I mean, we are interested in finding out the employee ID based on the match, which is within this range.', 'start': 7121.619, 'duration': 6.723}, {'end': 7136.505, 'text': 'And then what we would want to do is we would want to basically find the employee ID.', 'start': 7129.602, 'duration': 6.903}, {'end': 7139.986, 'text': 'Employee ID is in my column A.', 'start': 7136.565, 'duration': 3.421}, {'end': 7143.427, 'text': 'So what I can do is I can additionally give a match here.', 'start': 7139.986, 'duration': 3.441}], 'summary': 'Searching for employee id within a specified range.', 'duration': 28.563, 'max_score': 7114.864, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ7114864.jpg'}], 'start': 6001.586, 'title': 'Excel data lookup functions', 'summary': 'Covers vlookup and hlookup functions, illustrating data search using lookup function, demonstrating nested functions like iferror, index match, and using index match for comprehensive data lookup in excel with practical examples and benefits of learning with skillup by simplylearn.', 'chapters': [{'end': 6312.201, 'start': 6001.586, 'title': 'Vlookup and hlookup in excel', 'summary': 'Covers the usage of vlookup and hlookup functions in excel, with examples showing how to find job titles and salaries based on employee names and ids, highlighting the benefits of learning with skillup by simplylearn.', 'duration': 310.615, 'highlights': ['VLOOKUP and HLOOKUP functions explained The chapter discusses the usage of VLOOKUP and HLOOKUP functions in Excel, demonstrating how to find job titles and salaries based on employee names and IDs.', "SkillUp by SimplyLearn promotion The transcript includes a promotion for SkillUp by SimplyLearn, emphasizing the benefit of free learning to kickstart one's education.", 'Creating named ranges for search criteria The chapter explains the process of creating named ranges to facilitate the search for specific data, such as salaries based on employee names or job titles based on employee IDs.']}, {'end': 6706.189, 'start': 6312.796, 'title': 'Using lookup function for data search', 'summary': 'Illustrates how to use the lookup function to search for specific data, including using hlookup and vlookup, and demonstrates the application of lookup function to find the salary based on employee name and employee id based on email address.', 'duration': 393.393, 'highlights': ['The chapter explains the application of the LOOKUP function to search for specific data, including using HLOOKUP and VLOOKUP. The transcript covers the usage of HLOOKUP and VLOOKUP, demonstrating the application of the LOOKUP function to search for specific data.', 'Demonstrates the application of LOOKUP function to find the salary based on employee name and employee ID based on email address. It shows how to use the LOOKUP function to find the salary based on employee name and employee ID based on email address, providing examples for both scenarios.']}, {'end': 6974.455, 'start': 6706.189, 'title': 'Nested functions and index match', 'summary': 'Demonstrates the usage of nested functions such as iferror with vlookup and index match to handle data lookup, with examples showing how to handle not found values and find specific data, while emphasizing the significance of using named ranges and the flexibility of index match over vlookup.', 'duration': 268.266, 'highlights': ['The chapter demonstrates the usage of nested functions such as IFERROR with VLOOKUP and INDEX MATCH. The chapter discusses the practical application of nested functions like IFERROR with VLOOKUP and INDEX MATCH for efficient data lookup.', 'Examples show how to handle not found values and find specific data. The session provides practical examples demonstrating how to handle not found values using IFERROR and how to find specific data using VLOOKUP and INDEX MATCH.', 'Emphasizes the significance of using named ranges and the flexibility of INDEX MATCH over VLOOKUP. The importance of utilizing named ranges for multiple functions and the flexibility of INDEX MATCH over VLOOKUP is highlighted, showcasing the advantages of INDEX MATCH in handling data lookup.']}, {'end': 7307.489, 'start': 6975.055, 'title': 'Using index match for data lookup', 'summary': 'Explains using the index match function in excel to search for specific data, such as finding the salary for a particular employee and determining the employee id based on a given salary, providing a comprehensive guide on utilizing index match for data lookup.', 'duration': 332.434, 'highlights': ['The chapter provides a step-by-step explanation of using the index match function in Excel to find the salary for a specific employee and determining the employee ID based on a given salary, showcasing practical examples for effective understanding.', "The transcript emphasizes the process of using index match by first defining the range, specifying the matching condition, and identifying the column from which the desired value needs to be retrieved, enhancing the reader's understanding of the practical application of index match in data lookup.", 'It highlights the difference between using index match and lookup functions, particularly in terms of searching for specific columns or rows, providing clear insights into the advantages of index match for precise data retrieval.', "The transcript also addresses the potential error handling using functions like xln.xlookup and discusses the scenario where the XLN prefix is added to functions not available in the user's version of Excel, offering valuable knowledge for users encountering such situations."]}], 'duration': 1305.903, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ6001586.jpg', 'highlights': ['The chapter provides a step-by-step explanation of using the index match function in Excel to find the salary for a specific employee and determining the employee ID based on a given salary, showcasing practical examples for effective understanding.', 'The chapter discusses the practical application of nested functions like IFERROR with VLOOKUP and INDEX MATCH for efficient data lookup.', 'The importance of utilizing named ranges for multiple functions and the flexibility of INDEX MATCH over VLOOKUP is highlighted, showcasing the advantages of INDEX MATCH in handling data lookup.', "The transcript includes a promotion for SkillUp by SimplyLearn, emphasizing the benefit of free learning to kickstart one's education."]}, {'end': 10151.575, 'segs': [{'end': 7392.748, 'src': 'embed', 'start': 7363.892, 'weight': 6, 'content': [{'end': 7369.575, 'text': "so now, if I just hit on enter, it gives me the value, so it's as simple as that.", 'start': 7363.892, 'duration': 5.683}, {'end': 7373.917, 'text': 'similarly, here, what is the employee ID of the person with this email?', 'start': 7369.575, 'duration': 4.342}, {'end': 7376.839, 'text': 'we have already looked at the lookup function.', 'start': 7373.917, 'duration': 2.922}, {'end': 7384.243, 'text': 'so if it shows your xln, xlookup, all you need to do is remove this and then keep the lookup function,', 'start': 7376.839, 'duration': 7.404}, {'end': 7392.748, 'text': 'searching for the value based on the range of values and then searching for a value within a range of values.', 'start': 7384.243, 'duration': 8.505}], 'summary': 'Demonstrates using lookup and xlookup functions in excel.', 'duration': 28.856, 'max_score': 7363.892, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ7363892.jpg'}, {'end': 7499.992, 'src': 'embed', 'start': 7475.237, 'weight': 9, 'content': [{'end': 7483.383, 'text': 'so basically, to fix this, what we will have to do is we will have to delete all the columns here which were selected, such as employee name,', 'start': 7475.237, 'duration': 8.146}, {'end': 7487.265, 'text': 'job title and salary, because that was giving you an error.', 'start': 7483.383, 'duration': 3.882}, {'end': 7489.527, 'text': 'you cannot delete a part of an array.', 'start': 7487.265, 'duration': 2.262}, {'end': 7496.249, 'text': 'Now what we want to do is we want to find the job title and salary based on the employee name.', 'start': 7490.086, 'duration': 6.163}, {'end': 7499.992, 'text': 'So we can do that using lookup as we have done earlier.', 'start': 7496.75, 'duration': 3.242}], 'summary': 'To fix the issue, delete selected columns and use lookup to find job title and salary based on employee name.', 'duration': 24.755, 'max_score': 7475.237, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ7475237.jpg'}, {'end': 7934.784, 'src': 'embed', 'start': 7906.182, 'weight': 3, 'content': [{'end': 7907.683, 'text': 'You can see the data set on the left.', 'start': 7906.182, 'duration': 1.501}, {'end': 7913.827, 'text': "Using this data set, we'll understand how VLOOKUP performs an exact and approximate match.", 'start': 7908.824, 'duration': 5.003}, {'end': 7916.61, 'text': "We'll see how VLOOKUP is case insensitive.", 'start': 7914.348, 'duration': 2.262}, {'end': 7919.832, 'text': "Then we'll perform a wildcard character search.", 'start': 7917.41, 'duration': 2.422}, {'end': 7923.675, 'text': "We'll understand how to handle errors when a match is not found.", 'start': 7920.593, 'duration': 3.082}, {'end': 7927.578, 'text': 'And finally, you will look at two-way lookups.', 'start': 7924.255, 'duration': 3.323}, {'end': 7934.784, 'text': 'here is a small example of how VLOOKUP works.', 'start': 7931.002, 'duration': 3.782}], 'summary': 'Exploring vlookup with case insensitivity, wildcard search, error handling, and two-way lookups.', 'duration': 28.602, 'max_score': 7906.182, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ7906182.jpg'}, {'end': 8062.485, 'src': 'embed', 'start': 8032.259, 'weight': 2, 'content': [{'end': 8037.06, 'text': 'So we have taken the first 11 rows from the data set.', 'start': 8032.259, 'duration': 4.801}, {'end': 8043.362, 'text': "You can see from row 2 till row 12 is going to be our data set that we'll use.", 'start': 8037.12, 'duration': 6.242}, {'end': 8045.923, 'text': 'So we have a question here.', 'start': 8044.442, 'duration': 1.481}, {'end': 8050.958, 'text': 'we want to find the items sold by Thompson.', 'start': 8047.096, 'duration': 3.862}, {'end': 8059.944, 'text': 'so here Thompson is my lookup value, which means looking at Thompson, I want to find the item that is sold.', 'start': 8050.958, 'duration': 8.986}, {'end': 8062.485, 'text': 'so if you consider our table here,', 'start': 8059.944, 'duration': 2.541}], 'summary': 'Using the first 11 rows, we want to find items sold by thompson.', 'duration': 30.226, 'max_score': 8032.259, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ8032259.jpg'}, {'end': 8209.916, 'src': 'embed', 'start': 8174.743, 'weight': 1, 'content': [{'end': 8178.785, 'text': 'You can verify from the table that Thomson had sold pencil.', 'start': 8174.743, 'duration': 4.042}, {'end': 8184.208, 'text': "Alright Now let's try to change the table array and see what result are we getting.", 'start': 8179.365, 'duration': 4.843}, {'end': 8187.529, 'text': "So this time, I'll slightly change the table array.", 'start': 8184.808, 'duration': 2.721}, {'end': 8190.99, 'text': 'So again, we are trying to find the item that Thomson had sold.', 'start': 8188.189, 'duration': 2.801}, {'end': 8194.412, 'text': "So I'll write my formula equal to VLOOKUP.", 'start': 8191.671, 'duration': 2.741}, {'end': 8196.172, 'text': "I'll hit Tab to autocomplete.", 'start': 8194.752, 'duration': 1.42}, {'end': 8200.074, 'text': "I'll give my lookup value as Thomson, comma.", 'start': 8196.893, 'duration': 3.181}, {'end': 8209.916, 'text': "This time, I'm choosing my table array starting from the representatives column till the end of the dataset, which is till p12.", 'start': 8200.773, 'duration': 9.143}], 'summary': 'Utilizing vlookup to find item sold by thomson in dataset.', 'duration': 35.173, 'max_score': 8174.743, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ8174743.jpg'}, {'end': 9678.248, 'src': 'embed', 'start': 9649.674, 'weight': 7, 'content': [{'end': 9665.683, 'text': "If I close the bracket, hit enter, you can see for central region, which is this one, and for Andrew's representative, the total is 149.25.", 'start': 9649.674, 'duration': 16.009}, {'end': 9668.424, 'text': 'alright, now we are done with our demo.', 'start': 9665.683, 'duration': 2.741}, {'end': 9672.806, 'text': "let's have a quick glance at what all we did in this demo.", 'start': 9668.424, 'duration': 4.382}, {'end': 9678.248, 'text': 'okay, so first of all we saw our data set, which was a sales data set that we used.', 'start': 9672.806, 'duration': 5.442}], 'summary': "Demo showcased sales data set, with a total of 149.25 for andrew's representative.", 'duration': 28.574, 'max_score': 9649.674, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ9649674.jpg'}, {'end': 9989.212, 'src': 'embed', 'start': 9956.328, 'weight': 0, 'content': [{'end': 9966.013, 'text': 'so it means that you received one lakh rupees in the month of january and out of that one lakh you spend 15 000 rupees for something,', 'start': 9956.328, 'duration': 9.685}, {'end': 9974.2, 'text': 'maybe your educational or something and then the remaining running balance out of 1 lakh rupees is 85 000 rupees.', 'start': 9966.013, 'duration': 8.187}, {'end': 9986.109, 'text': "now let's copy the same formula to all these cells and there you go.", 'start': 9974.2, 'duration': 11.909}, {'end': 9989.212, 'text': 'now the running balance has been calculated for all the cells here.', 'start': 9986.109, 'duration': 3.103}], 'summary': 'Received 1 lakh rupees in january, spent 15000 rupees, and had a remaining balance of 85000 rupees. running balance calculated for all cells.', 'duration': 32.884, 'max_score': 9956.328, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ9956328.jpg'}], 'start': 7308.009, 'title': 'Excel vlookup and xlookup functions in excel', 'summary': 'Covers the use of vlookup and xlookup functions in excel for searching, matching, and data retrieval, providing step-by-step guidance, syntax, practical demonstrations, and practical implementation, including exact matches, approximate matches, case insensitivity, wildcards, two-way lookups, and error handling.', 'chapters': [{'end': 7747.116, 'start': 7308.009, 'title': 'Excel lookup functions', 'summary': 'Covers the use of xln and xlookup functions in excel to search for job titles, employee ids, and salaries based on employee names, providing step-by-step guidance through examples and error fixes.', 'duration': 439.107, 'highlights': ['XLN XLOOKUP function to search for job titles based on employee names and provide a range of values, with the ability to fix errors by removing unsupported details, ultimately demonstrating the simplicity of the process.', 'Usage of XLN XLOOKUP to search for employee IDs based on emails, with the ability to fix errors by removing unsupported details and utilizing the lookup function to search for values within a range, further highlighting the simplicity of the process.', 'Utilization of VLOOKUP to search for salaries based on employee names, showcasing the process of selecting a range of values and fixing errors using the IFERROR function, ultimately demonstrating the practical application of the method.']}, {'end': 8297.311, 'start': 7751.431, 'title': 'Excel vlookup tutorial', 'summary': 'Provides a detailed overview of vlookup in excel, including its syntax, usage, and practical demonstrations on performing exact and approximate matches, case-insensitive searches, handling errors, and two-way lookups.', 'duration': 545.88, 'highlights': ['VLOOKUP is one of the most widely used functions in Microsoft Excel for data analysis and manipulation. VLOOKUP is widely used in Excel for data analysis and manipulation.', 'VLOOKUP allows searching for specific information in a spreadsheet and returns another value from a different column based on the same row. VLOOKUP enables searching for specific information in a spreadsheet and retrieving a value from a different column based on the same row.', 'The VLOOKUP function takes four parameters: lookup value, table array, column index number, and range lookup. The VLOOKUP function takes four parameters: lookup value, table array, column index number, and range lookup.', 'The tutorial demonstrates practical examples of using VLOOKUP to perform exact and approximate matches, case-insensitive searches, error handling, and two-way lookups. The tutorial provides practical examples of using VLOOKUP for exact and approximate matches, case-insensitive searches, error handling, and two-way lookups.']}, {'end': 9222.995, 'start': 8298.412, 'title': 'Using vlookup in excel', 'summary': 'Demonstrates different methods of using vlookup in excel, including exact match, approximate match, the property of vlookup always looking to the right, returning only the first match, being case insensitive, and supporting wildcards for partial matches.', 'duration': 924.583, 'highlights': ['The chapter demonstrates different methods of using VLOOKUP in Excel, including exact match, approximate match, the property of VLOOKUP always looking to the right, returning only the first match, being case insensitive, and supporting wildcards for partial matches. The chapter covers various techniques for using VLOOKUP in Excel, such as exact match, approximate match, the property of VLOOKUP always looking to the right, returning only the first match, being case insensitive, and supporting wildcards for partial matches.', "VLOOKUP can be used to find an exact match in Excel, as demonstrated by searching for a representative's name and returning the corresponding item and unit cost. The example illustrates using VLOOKUP to find an exact match in Excel by searching for a representative's name and returning the corresponding item and unit cost.", 'VLOOKUP can return approximate matches in Excel, considering the previous highest value in a sorted column. The chapter explains how VLOOKUP can return approximate matches in Excel by considering the previous highest value in a sorted column.', 'VLOOKUP always looks to the right in Excel, requiring the lookup value to be on the left and the value to be found on the right. The chapter discusses the property of VLOOKUP always looking to the right in Excel, where the lookup value must be on the left and the value to be found on the right.', 'VLOOKUP returns only the first match in Excel, as demonstrated by finding the units sold by Jardine and the unit cost for Jones. The example illustrates how VLOOKUP returns only the first match in Excel, as shown by finding the units sold by Jardine and the unit cost for Jones.']}, {'end': 9678.248, 'start': 9222.995, 'title': 'Vlookup function and two-way lookup', 'summary': 'Demonstrates the usage of vlookup function, including handling errors and creating a dynamic two-way lookup, with examples of replacing errors with friendly messages and finding specific values using vlookup and match functions.', 'duration': 455.253, 'highlights': ['How to replace errors with friendly messages using the ifna function in VLOOKUP The ifna function is used to replace errors with friendly messages when VLOOKUP cannot find a match.', 'Creating a dynamic two-way lookup using the MATCH function and VLOOKUP The MATCH function is used to create a dynamic two-way lookup matching on both rows and columns using the VLOOKUP function.', 'Using VLOOKUP and MATCH functions to find the cost of items sold by Morgan VLOOKUP and MATCH functions are used to find the cost of items sold by Morgan, resulting in a unit cost of 19.99.', 'Finding the total sales made by Andrews in the central region using VLOOKUP and concatenation VLOOKUP, combined with concatenation, is used to find the total sales made by Andrews in the central region, resulting in a total of 149.25.']}, {'end': 10151.575, 'start': 9678.248, 'title': 'Excel vlookup and budget template implementation', 'summary': 'Covers vlookup functions for exact and approximate matches, case insensitivity, wildcard characters, two-way lookups, and practical implementation of an excel budget template, including creating a table, calculating running balance, monthly expenses, and final balance.', 'duration': 473.327, 'highlights': ['The chapter covers VLOOKUP functions for exact and approximate matches, case insensitivity, wildcard characters, and two-way lookups. It demonstrates VLOOKUP for exact and approximate matches, case insensitivity, the use of wildcard characters, and two-way lookups.', 'Practical implementation of an Excel budget template is shown, including creating a table, calculating running balance, monthly expenses, and final balance. It explains the practical implementation of an Excel budget template, including creating a table, calculating running balance, monthly expenses, and final balance.', 'Demonstrates the process of converting data into a natural table in Excel and using formulas to calculate running balance, monthly expenses, and final balance. It details the process of converting data into a natural table in Excel and using formulas to calculate running balance, monthly expenses, and final balance.']}], 'duration': 2843.566, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ7308009.jpg', 'highlights': ['Covers the use of vlookup and xlookup functions in excel for searching, matching, and data retrieval, providing step-by-step guidance, syntax, practical demonstrations, and practical implementation, including exact matches, approximate matches, case insensitivity, wildcards, two-way lookups, and error handling.', 'VLOOKUP is one of the most widely used functions in Microsoft Excel for data analysis and manipulation.', 'The tutorial provides practical examples of using VLOOKUP for exact and approximate matches, case-insensitive searches, error handling, and two-way lookups.', 'The chapter covers various techniques for using VLOOKUP in Excel, such as exact match, approximate match, the property of VLOOKUP always looking to the right, returning only the first match, being case insensitive, and supporting wildcards for partial matches.', 'The ifna function is used to replace errors with friendly messages when VLOOKUP cannot find a match.', 'The MATCH function is used to create a dynamic two-way lookup matching on both rows and columns using the VLOOKUP function.', 'VLOOKUP and MATCH functions are used to find the cost of items sold by Morgan, resulting in a unit cost of 19.99.', 'VLOOKUP, combined with concatenation, is used to find the total sales made by Andrews in the central region, resulting in a total of 149.25.', 'It demonstrates VLOOKUP for exact and approximate matches, case insensitivity, the use of wildcard characters, and two-way lookups.', 'It explains the practical implementation of an Excel budget template, including creating a table, calculating running balance, monthly expenses, and final balance.', 'It details the process of converting data into a natural table in Excel and using formulas to calculate running balance, monthly expenses, and final balance.']}, {'end': 12572.813, 'segs': [{'end': 10234.137, 'src': 'embed', 'start': 10207.394, 'weight': 0, 'content': [{'end': 10210.954, 'text': "Now, let's get into the practical mode and start the Excel workbook.", 'start': 10207.394, 'duration': 3.56}, {'end': 10213.975, 'text': 'Now, we have launched our Microsoft Excel.', 'start': 10211.395, 'duration': 2.58}, {'end': 10217.576, 'text': 'So, let us create a blank workbook for now.', 'start': 10214.675, 'duration': 2.901}, {'end': 10221.549, 'text': 'Now we have the blank workbook or worksheet.', 'start': 10218.587, 'duration': 2.962}, {'end': 10228.333, 'text': 'Now before we get started with the user forms in Excel, the fundamental step is to enable the developer menu on the toolbar.', 'start': 10222.069, 'duration': 6.264}, {'end': 10230.514, 'text': 'Here you can find the developer menu.', 'start': 10228.853, 'duration': 1.661}, {'end': 10234.137, 'text': 'So basically, it will not be enabled as default.', 'start': 10230.915, 'duration': 3.222}], 'summary': 'Excel workbook started, developer menu enabled.', 'duration': 26.743, 'max_score': 10207.394, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ10207394.jpg'}, {'end': 10312.326, 'src': 'embed', 'start': 10280.486, 'weight': 2, 'content': [{'end': 10287.23, 'text': 'So to get started with user forms in Excel, click on the developer option and here you can see visual basic.', 'start': 10280.486, 'duration': 6.744}, {'end': 10292.774, 'text': 'So click on that visual basic and now you have your new window opened right on your screen.', 'start': 10287.891, 'duration': 4.883}, {'end': 10299.758, 'text': 'So this is the visual basics for applications.', 'start': 10296.276, 'duration': 3.482}, {'end': 10303.801, 'text': 'So here is where you create your user forms.', 'start': 10300.759, 'duration': 3.042}, {'end': 10312.326, 'text': 'Now to create a user form, just select on insert menu and you have the option called user form.', 'start': 10304.758, 'duration': 7.568}], 'summary': 'To create user forms in excel, access visual basic, then insert a user form from the menu.', 'duration': 31.84, 'max_score': 10280.486, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ10280486.jpg'}, {'end': 10544.93, 'src': 'embed', 'start': 10508.124, 'weight': 3, 'content': [{'end': 10516.671, 'text': 'And to rename it, let us go into caption and rename it as employee data.', 'start': 10508.124, 'duration': 8.547}, {'end': 10519.232, 'text': "And that's done.", 'start': 10518.632, 'duration': 0.6}, {'end': 10522.395, 'text': 'So our basic user form is ready.', 'start': 10520.293, 'duration': 2.102}, {'end': 10524.536, 'text': "Now let's get back to Excel sheet.", 'start': 10522.755, 'duration': 1.781}, {'end': 10529.44, 'text': 'So remember that we have created three labels, employee ID, employee name and employee form.', 'start': 10525.057, 'duration': 4.383}, {'end': 10532.447, 'text': 'We need to create the exact same columns here.', 'start': 10530.066, 'duration': 2.381}, {'end': 10536.808, 'text': 'So, employee ID.', 'start': 10533.467, 'duration': 3.341}, {'end': 10539.788, 'text': 'Let us expand the column a little bit.', 'start': 10538.048, 'duration': 1.74}, {'end': 10544.93, 'text': 'Now, E-M-P-L-O-Y-E-E.', 'start': 10541.549, 'duration': 3.381}], 'summary': "Renamed caption to 'employee data', created basic user form, and added columns for employee id, name, and form.", 'duration': 36.806, 'max_score': 10508.124, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ10508124.jpg'}, {'end': 10803.25, 'src': 'embed', 'start': 10768.155, 'weight': 1, 'content': [{'end': 10774.162, 'text': 'so select the employee data user form and here you can see the run option.', 'start': 10768.155, 'duration': 6.007}, {'end': 10778.868, 'text': 'so select that run option and the sheet has the user form here.', 'start': 10774.162, 'duration': 4.706}, {'end': 10786.676, 'text': 'now let us enter the employee id has one, two, three, four, five And employee name as J-O-H-N.', 'start': 10778.868, 'duration': 7.808}, {'end': 10788.637, 'text': 'Okay, caps lock is on.', 'start': 10787.717, 'duration': 0.92}, {'end': 10790.619, 'text': 'J-O-H-N John.', 'start': 10789.438, 'duration': 1.181}, {'end': 10800.347, 'text': 'Employee phone as 1800231.', 'start': 10791.32, 'duration': 9.027}, {'end': 10801.648, 'text': 'And select the insert option.', 'start': 10800.347, 'duration': 1.301}, {'end': 10803.25, 'text': 'And the data got inserted.', 'start': 10802.069, 'duration': 1.181}], 'summary': "Employee data entered successfully: 5 employees with ids 1-5, name 'john', phone 1800231.", 'duration': 35.095, 'max_score': 10768.155, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ10768155.jpg'}], 'start': 10152.035, 'title': 'Time series analysis', 'summary': 'Covers the basics of time series analysis, including examples of time series data, forecasting methods, and techniques for data manipulation, with a focus on excel implementation and practical demonstrations. it also discusses the components of time series data and forecasting, and provides insights into the limitations and conditions for its application.', 'chapters': [{'end': 10598.392, 'start': 10152.035, 'title': 'Excel userform creation', 'summary': 'Covers the implementation of budget template in excel with a total balance of 1,13,200 and the total debit of 1,04,500, followed by a practical demonstration of creating userform in excel to interact with a worksheet and insert or eliminate data, including steps to enable the developer menu and design a basic user form.', 'duration': 446.357, 'highlights': ['The chapter covers the implementation of budget template in Excel with a total balance of 1,13,200 and the total debit of 1,04,500, followed by a practical demonstration of creating UserForm in Excel to interact with a worksheet and insert or eliminate data. In the month of February, the total balance was 1,13,200 with a total debit of 1,04,500, resulting in a final remaining balance of 8,700. The same formula was applied for the month of March, resulting in a final balance of 37,300.', 'The process of enabling the developer menu in Excel is explained in detail, including steps to access the options menu, customize ribbon, and enable the Developer tab. To enable the developer menu, users need to access the file menu, select the options menu, go into the Customize Ribbon option, navigate to the main tabs, and enable the Developer tab by selecting the Check option and clicking OK.', "The creation of a basic user form in Excel is demonstrated, including steps to create labels, text boxes, and command buttons, and rename the user form and its components. The process involves creating labels for employee ID, name, and phone number, inserting text boxes corresponding to each label, adding command buttons for insert and refresh sheet, and renaming the user form as 'employee data.'"]}, {'end': 11001.406, 'start': 10598.392, 'title': 'User form coding and integration', 'summary': 'Covers the coding process for the user form, including inserting and refreshing data, with specific instructions on how to program the insert and refresh buttons, and the integration of the user form as a macro with a single button.', 'duration': 403.014, 'highlights': ['The process of coding the user form is explained, including specific instructions on how to program the insert and refresh buttons. coding process, insert and refresh buttons', 'Instructions are provided for integrating the user form as a macro with a single button, simplifying the data entry process. integration of user form as a macro, single button operation', 'Demonstration of entering and inserting data into the user form is provided, showcasing the functionality and usability of the coded user form. demonstration of data entry and insertion']}, {'end': 11507.799, 'start': 11001.406, 'title': 'Time series analysis basics', 'summary': 'Explains the importance of time series analysis in predicting future trends, provides examples of time series data such as stock prices and sales figures, and discusses the components of time series data, including trend, seasonality, cyclicity, and irregularity.', 'duration': 506.393, 'highlights': ['Time series analysis is used to predict future trends, such as stock prices or sales figures, based on historical data. Time series analysis is utilized to predict future trends, such as stock prices or sales figures, based on historical data, serving as a fundamental method for forecasting in various domains.', 'Examples of time series data include daily stock prices, interest rates, and sales figures, with historical data used to create models for predicting the future. Time series data examples encompass daily stock prices, interest rates, and sales figures, where historical data plays a crucial role in developing predictive models for the future.', 'Time series data consists of four primary components: trend, seasonality, cyclicity, and irregularity, each contributing to the overall analysis and forecasting process. The four key components of time series dataâ€”trend, seasonality, cyclicity, and irregularityâ€”play a pivotal role in the comprehensive analysis and forecasting methods employed in time series analysis.', 'Trend in time series data refers to the overall change or pattern, which can be upward or downward, influencing the forecasting process. Trend in time series data signifies the overall change or pattern, whether upward or downward, significantly impacting the forecasting process and subsequent analysis.', 'Seasonality in time series data involves periodic changes over time, often demonstrated through specific patterns, such as sales fluctuations in warm clothes during different months. Seasonality in time series data encompasses periodic changes over time, often reflecting specific patterns like sales fluctuations in warm clothes during different months, showcasing the periodic nature of certain trends.']}, {'end': 11991.15, 'start': 11507.799, 'title': 'Understanding time series data analysis', 'summary': 'Discusses the components of time series data, the conditions where time series analysis cannot be applied, the concept of stationary and non-stationary data, and the method of moving average for forecasting.', 'duration': 483.351, 'highlights': ['Time series data has various components like trend, seasonality, cyclicity, and random component, and it needs to be stationary for applying models like ARIMA. Time series data consists of trend, seasonality, cyclicity, and random component; it needs to be stationary for applying models like ARIMA.', 'Non-changing or pattern-based data, like a constant value or following a fixed function like a sine wave, is not suitable for time series analysis. Data that does not change (constant) or follows a fixed function like a sine wave is not suitable for time series analysis.', 'Stationary data should have a constant mean, variance, and covariance over time, whereas non-stationary data exhibits changing mean, variance, and covariance, affecting time series forecasting. Stationary data should have a constant mean, variance, and covariance over time, while non-stationary data exhibits changing mean, variance, and covariance, impacting time series forecasting.', 'The concept of moving average involves taking the average of a set of values, and it is used for forecasting in time series analysis. The moving average concept involves taking the average of a set of values and is used for forecasting in time series analysis.']}, {'end': 12572.813, 'start': 11991.93, 'title': 'Time series forecasting analysis', 'summary': 'Covers the process of time series analysis and forecasting, including the calculation of moving averages, centered moving averages, and the use of a multiplicative model for prediction. it also details the steps to de-seasonalize the data and remove the trend component using regression analysis in excel.', 'duration': 580.883, 'highlights': ['The chapter covers the process of time series analysis and forecasting It includes the calculation of moving averages, centered moving averages, and the use of a multiplicative model for prediction.', 'Calculation of moving averages and centered moving averages The moving average for four quarters is calculated by adding the values and dividing by four, resulting in a moving average of 3.4. Centered moving averages are then calculated by averaging two values to smoothen the data.', 'Use of a multiplicative model for prediction The chapter explains the process of using a multiplicative model by taking the product of seasonality, trend, and irregularity components to predict values.', 'Steps to de-seasonalize the data and remove the trend component using regression analysis in Excel The process involves calculating de-seasonalized values by dividing the actual value by the seasonality component, and removing the trend component using regression analysis in Excel.']}], 'duration': 2420.778, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ10152035.jpg', 'highlights': ['Time series analysis predicts future trends based on historical data, serving as a fundamental method for forecasting.', 'Time series data consists of trend, seasonality, cyclicity, and irregularity, playing a pivotal role in analysis and forecasting.', 'The chapter covers the process of time series analysis and forecasting, including the calculation of moving averages and centered moving averages.', 'The concept of moving average involves taking the average of a set of values and is used for forecasting in time series analysis.', 'The process involves calculating de-seasonalized values by dividing the actual value by the seasonality component and removing the trend component using regression analysis in Excel.']}, {'end': 13759.708, 'segs': [{'end': 12601.575, 'src': 'embed', 'start': 12572.813, 'weight': 4, 'content': [{'end': 12578.817, 'text': 'so you need to come to data and here is where you will see data analysis available to you.', 'start': 12572.813, 'duration': 6.004}, {'end': 12585.486, 'text': 'and then, if you click on that, there are a bunch of possibilities what kind of data analysis you want to do.', 'start': 12578.817, 'duration': 6.669}, {'end': 12587.369, 'text': 'if there are, options are given.', 'start': 12585.486, 'duration': 1.883}, {'end': 12592.398, 'text': 'right now we just want to do regression, because we want to find the slope and the intercept.', 'start': 12587.369, 'duration': 5.029}, {'end': 12601.575, 'text': 'so select regression and you say okay, and you will get these options for input y range and input x range.', 'start': 12592.398, 'duration': 9.177}], 'summary': 'Access data analysis, choose regression to find slope and intercept.', 'duration': 28.762, 'max_score': 12572.813, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ12572813.jpg'}, {'end': 12756.605, 'src': 'embed', 'start': 12732.753, 'weight': 8, 'content': [{'end': 12740.757, 'text': 'we see that they are pretty much they captured the pattern and we can safely assume that the predictions are fairly accurate,', 'start': 12732.753, 'duration': 8.004}, {'end': 12745.579, 'text': 'as we can also see from the graph in the excel sheet that we have already seen.', 'start': 12740.757, 'duration': 4.822}, {'end': 12748.141, 'text': "okay, so let's go and plot it.", 'start': 12745.579, 'duration': 2.562}, {'end': 12749.942, 'text': 'so this is how the plot looks.', 'start': 12748.141, 'duration': 1.801}, {'end': 12756.605, 'text': 'this is the cma or the centered moving average, the green color, and then the blue color is the actual data.', 'start': 12749.942, 'duration': 6.663}], 'summary': 'Predictions are fairly accurate, as seen from the graph in the excel sheet.', 'duration': 23.852, 'max_score': 12732.753, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ12732753.jpg'}, {'end': 13224.746, 'src': 'embed', 'start': 13196.969, 'weight': 3, 'content': [{'end': 13203.912, 'text': 'So this again can be measured and it can also be plotted, and its value once again can go from minus 1 to 1,', 'start': 13196.969, 'duration': 6.943}, {'end': 13208.133, 'text': 'and it gives the partial correlation of time series with its own lagged values.', 'start': 13203.912, 'duration': 4.221}, {'end': 13212.175, 'text': 'So lag again we have discussed in the previous couple of slides.', 'start': 13208.474, 'duration': 3.701}, {'end': 13216.339, 'text': 'This is how a PSEF plot would look in RStudio.', 'start': 13212.455, 'duration': 3.884}, {'end': 13219.582, 'text': 'We will see that as well once we get into the RStudio.', 'start': 13216.399, 'duration': 3.183}, {'end': 13224.746, 'text': "And with that, let's get into RStudio and take a look at our use case.", 'start': 13219.942, 'duration': 4.804}], 'summary': 'Partial correlation of time series with lagged values, measured from -1 to 1.', 'duration': 27.777, 'max_score': 13196.969, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ13196969.jpg'}, {'end': 13299.637, 'src': 'embed', 'start': 13264.955, 'weight': 2, 'content': [{'end': 13267.116, 'text': 'so these are the steps that we follow.', 'start': 13264.955, 'duration': 2.161}, {'end': 13268.956, 'text': 'we will see in our studio in a little bit.', 'start': 13267.116, 'duration': 1.84}, {'end': 13269.556, 'text': 'just quickly.', 'start': 13268.956, 'duration': 0.6}, {'end': 13270.837, 'text': "let's go through what are the steps.", 'start': 13269.556, 'duration': 1.281}, {'end': 13276.378, 'text': 'we load the data and it is a time series data and we try to find out what class it belongs to.', 'start': 13270.837, 'duration': 5.541}, {'end': 13282.34, 'text': 'the data is actually air passengers data that is already comes pre-loaded with our studio.', 'start': 13276.378, 'duration': 5.962}, {'end': 13285.802, 'text': 'so we will be using that and we can take a look at the data.', 'start': 13282.34, 'duration': 3.462}, {'end': 13287.904, 'text': 'and then what is the starting point?', 'start': 13285.802, 'duration': 2.102}, {'end': 13289.266, 'text': 'what is the end point?', 'start': 13287.904, 'duration': 1.362}, {'end': 13291.929, 'text': "so these are all functions that are really available we'll be using.", 'start': 13289.266, 'duration': 2.663}, {'end': 13299.637, 'text': 'and then what is the frequency is basically, frequency is 12, which is like yearly data, right, so every month the data has been collected.', 'start': 13291.929, 'duration': 7.708}], 'summary': 'Data analysis process on time series air passenger data using available functions and frequency of 12 (yearly).', 'duration': 34.682, 'max_score': 13264.955, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ13264955.jpg'}, {'end': 13358.364, 'src': 'embed', 'start': 13318.551, 'weight': 0, 'content': [{'end': 13323.016, 'text': 'All right, then we can take a look at the cycle of the data using the cycle function.', 'start': 13318.551, 'duration': 4.465}, {'end': 13325.398, 'text': 'And we can see that it is every month.', 'start': 13323.216, 'duration': 2.182}, {'end': 13326.279, 'text': "That's the cycle.", 'start': 13325.518, 'duration': 0.761}, {'end': 13329.222, 'text': 'And every 12 months, a new cycle begins.', 'start': 13326.599, 'duration': 2.623}, {'end': 13330.843, 'text': 'So each month of the year is..', 'start': 13329.282, 'duration': 1.561}, {'end': 13332.946, 'text': 'the data is available,', 'start': 13331.704, 'duration': 1.242}, {'end': 13349.237, 'text': 'then we can do box plots to see for each month how the data is varying over the various 10 or 12 years that we will be looking at this data and for From exploratory data analysis we can identify that there is a trend,', 'start': 13332.946, 'duration': 16.291}, {'end': 13353.48, 'text': 'there is a seasonality component and how the seasonality component varies.', 'start': 13349.237, 'duration': 4.243}, {'end': 13358.364, 'text': 'also we can see from the box plots and we can decompose the data.', 'start': 13353.48, 'duration': 4.884}], 'summary': 'The data cycle occurs every month, with a new cycle every 12 months. trend and seasonality components are identified through exploratory data analysis and box plots.', 'duration': 39.813, 'max_score': 13318.551, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ13318551.jpg'}], 'start': 12572.813, 'title': 'Time series forecasting with arima model', 'summary': 'Covers manual trend calculation in excel, arima model components (p, d, q), and time series analysis using rstudio, emphasizing autocorrelation, partial autocorrelation, and a use case with airline ticket sales data.', 'chapters': [{'end': 12801.822, 'start': 12572.813, 'title': 'Excel data analysis for time series forecasting', 'summary': 'Details the manual calculation of trend using regression analysis in excel, showing how the predicted values closely align with actual values, affirming the accuracy of the handcrafted model.', 'duration': 229.009, 'highlights': ['The manual calculation of trend using regression analysis in Excel is demonstrated, affirming the accuracy of the handcrafted model by showing the predicted values closely aligning with actual values.', 'The use of data analysis tool from Excel to calculate predicted values for the fifth year is explained, indicating the accuracy of the predictions through comparison with actual values and plot analysis.', 'Demonstration of the process of using regression analysis in Excel to calculate intercept and coefficients for trend calculation, showcasing the manual methodology for time series forecasting.', 'Explanation of the process for selecting regression and input ranges in Excel for time series analysis, highlighting the step-by-step procedure for initiating the manual calculation of trend and forecasting.']}, {'end': 13094.965, 'start': 12801.822, 'title': 'Understanding arima model for time series forecasting', 'summary': 'Introduces arima model for time series forecasting, explaining its components - autoregressive, integrated, and moving average - specified by three parameters (p, d, q) and their significance, with emphasis on autoregressive components, degree of differencing, and moving average.', 'duration': 293.143, 'highlights': ['Autoregressive components refer to the prior values of the current value in the regression model, dependent on the previous time lag values, denoted by the parameter p which determines the number of lags considered. Autoregressive components refer to the prior values of the current value in the regression model, dependent on the previous time lag values, denoted by the parameter p which determines the number of lags considered.', 'Degree of differencing (d) is explained with an example of first order differencing, illustrating the process of calculating non-seasonal differences and its significance in determining the order of differencing. Degree of differencing (d) is explained with an example of first order differencing, illustrating the process of calculating non-seasonal differences and its significance in determining the order of differencing.', "The moving average component (q) is detailed as the representation of the error of the model, sometimes denoted as 'et', providing insight into its role in the ARIMA model. The moving average component (q) is detailed as the representation of the error of the model, sometimes denoted as 'et', providing insight into its role in the ARIMA model."]}, {'end': 13759.708, 'start': 13094.965, 'title': 'Arima model and time series analysis', 'summary': 'Discusses the concepts of stationary data, autocorrelation function, partial autocorrelation function, and the steps involved in time series analysis and forecasting, using rstudio and a use case of airline ticket sales data.', 'duration': 664.743, 'highlights': ['The chapter discusses the concepts of stationary data, autocorrelation function, partial autocorrelation function, and the steps involved in time series analysis and forecasting, using RStudio and a use case of airline ticket sales data. Discusses stationary data, autocorrelation function, partial autocorrelation function, and steps involved in time series analysis and forecasting', 'The autocorrelation function (ACF) and the partial autocorrelation function (PACF) are important components to test the stationarity of data. ACF and PACF are important components to test data stationarity', 'The autocorrelation function values range from -1 to 1 and can be plotted to understand the correlation between data points. ACF values range from -1 to 1 and can be plotted to understand data point correlation', 'The partial autocorrelation function measures the association between variables while adjusting for the effect of one or more additional variables. PACF measures association between variables while adjusting for other variables', 'The chapter explains the steps involved in time series analysis and forecasting, including data loading, class identification, frequency determination, exploratory data analysis, visualization, and decomposition of data components. Explains steps in time series analysis and forecasting, including data loading, frequency determination, exploratory data analysis, visualization, and decomposition']}], 'duration': 1186.895, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ12572813.jpg', 'highlights': ['Demonstration of manual trend calculation in Excel using regression analysis, affirming accuracy of handcrafted model.', 'Explanation of selecting regression and input ranges in Excel for time series analysis, highlighting step-by-step procedure.', 'Autoregressive components explained with parameter p determining number of lags considered in the regression model.', 'Degree of differencing (d) explained with an example of first order differencing and its significance.', 'Detailed explanation of the moving average component (q) as the representation of the error in the ARIMA model.', 'Discussion of stationary data, autocorrelation function, and partial autocorrelation function in time series analysis using RStudio.', 'Importance of autocorrelation function (ACF) and partial autocorrelation function (PACF) in testing data stationarity.', 'Explanation of autocorrelation function values ranging from -1 to 1 and their correlation understanding through plotting.', 'Explanation of partial autocorrelation function measuring association between variables while adjusting for other variables.', 'Explanation of steps involved in time series analysis and forecasting, including data loading, frequency determination, exploratory data analysis, visualization, and decomposition.']}, {'end': 16198.955, 'segs': [{'end': 13982.585, 'src': 'embed', 'start': 13955.717, 'weight': 0, 'content': [{'end': 13959.702, 'text': 'and then you just use this library function to load it into your memory.', 'start': 13955.717, 'duration': 3.985}, {'end': 13960.082, 'text': 'all right.', 'start': 13959.702, 'duration': 0.38}, {'end': 13971.274, 'text': 'so now that we got our model using auto arima, let us go ahead and forecast and also test the model and also plot the acf and pscf.', 'start': 13960.082, 'duration': 11.192}, {'end': 13974.557, 'text': 'remember, we talked about this, but we did not really use it.', 'start': 13971.274, 'duration': 3.283}, {'end': 13982.585, 'text': "we don't have to use that, but at least we will visualize it, and for some of the stuff we may need this t-series library.", 'start': 13974.557, 'duration': 8.028}], 'summary': 'Using auto arima model to forecast and test, and visualize acf and pscf.', 'duration': 26.868, 'max_score': 13955.717, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ13955717.jpg'}, {'end': 15195.867, 'src': 'embed', 'start': 15167.307, 'weight': 3, 'content': [{'end': 15175.673, 'text': 'now, after the mail body, you can assign this workbook dot full name to source variable.', 'start': 15167.307, 'duration': 8.366}, {'end': 15182.277, 'text': 'so this is going to attach the workbook that we are working on to your email.', 'start': 15175.673, 'duration': 6.604}, {'end': 15192.124, 'text': "so i'll write src, which we created here on the top, given equal to, and say this workbook dot.", 'start': 15182.277, 'duration': 9.847}, {'end': 15194.386, 'text': "i'll use full name.", 'start': 15192.124, 'duration': 2.262}, {'end': 15195.867, 'text': 'if i hit tab, it will auto complete.', 'start': 15194.386, 'duration': 1.481}], 'summary': 'Attaching workbook to email with source variable', 'duration': 28.56, 'max_score': 15167.307, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ15167307.jpg'}], 'start': 13759.708, 'title': 'Forecasting, automating email sending, and vba mail merge', 'summary': 'Covers forecasting with arima model for the next 10 years, automating email sending in excel using vba scripts for model accuracy testing and direct email sending, utilizing vba for outlook email automation, creating and sending emails with excel vba, and a tutorial on mail merge in excel using vba script for personalized emails to multiple recipients.', 'chapters': [{'end': 14092.946, 'start': 13759.708, 'title': 'Arima model forecasting', 'summary': 'Explains the process of using the auto arima method to determine the best arima model for time series forecasting, showcasing how it selects the model parameters and generates accurate forecasts for the next 10 years.', 'duration': 333.238, 'highlights': ['Auto ARIMA method automates the selection of ARIMA model parameters, eliminating the need for manual trial and error. The auto arima method tests ARIMA model for all possible values of parameters pdq and suggests the best model with the right values of pd and q, removing the need for manual trial and error.', 'Auto ARIMA method uses the AIC (Akaike Information Criterion) to determine the accuracy of each model, selecting the model with the lowest AIC. The auto arima method uses the AIC to assess the accuracy of each combination of PDQ, selecting the model with the lowest AIC as the best model.', "The forecast is plotted for the next 10 years, demonstrating the model's ability to learn and predict the future pattern accurately. The forecast is plotted for the next 10 years, showing the predicted values aligning closely with the actual data, indicating the model's ability to learn and predict future patterns accurately."]}, {'end': 14501.016, 'start': 14093.226, 'title': 'Automating email sending in excel', 'summary': 'Discusses how to test model accuracy using p values, then provides detailed instructions on automating email sending in excel using vba scripts, including reasons to send emails, direct email sending, and using vba scripts to send automated emails.', 'duration': 407.79, 'highlights': ['Testing Model Accuracy The chapter outlines using p values to test model accuracy, finding reasonably low p values as an indicator of model accuracy.', 'Reasons for Sending Emails The tutorial provides examples of using VBA to send automated emails, such as alert messages for team updates or sending emails to customers, based on specific file paths, demonstrating the diverse use cases for automating email sending in Excel.', 'Direct Email Sending in Excel The chapter demonstrates how to send emails directly from Excel without writing VBA scripts, including specifying recipients, adding attachments, and utilizing various formatting and review options, providing a convenient and efficient method for email sending.', 'Using VBA Scripts to Send Automated Emails The tutorial instructs on writing VBA scripts to send automated emails, requiring the activation of the Microsoft Outlook object library, and creating a sub procedure in VBA to send emails, providing a comprehensive guide to utilizing VBA for automated email sending in Excel.']}, {'end': 14849.235, 'start': 14501.016, 'title': 'Vba outlook email automation', 'summary': 'Explains how to access and utilize outlook properties in vba, including declaring object variables, referencing new email items, and assigning email addresses, to automate the process of sending emails through vba.', 'duration': 348.219, 'highlights': ['How to access and utilize Outlook properties in VBA The chapter explains the process of utilizing Outlook properties in VBA to automate tasks, providing a practical guide for beginners to understand VBA programming.', 'Declaring object variables and referencing new email items The tutorial emphasizes the importance of declaring object variables and referencing new email items using comments, promoting code readability and organization.', "Assigning email addresses to whom the email is to be sent The process involves assigning email addresses using the 'to' property, enabling users to specify recipients and automate the email sending process."]}, {'end': 15596.8, 'start': 14849.235, 'title': 'Creating and sending email with excel vba', 'summary': 'Explains how to use vba in excel to create and send emails, including adding recipients, cc, bcc, subject, body content, attaching files, and displaying/sending the email.', 'duration': 747.565, 'highlights': ['The chapter explains how to use VBA in Excel to create and send emails The chapter provides guidance on using VBA in Excel to automate the process of creating and sending emails, demonstrating the practical application of VBA programming in a real-world scenario.', 'Adding recipients, CC, and BCC in the email The transcript details the steps to add recipients, CC, and BCC in the email, providing a comprehensive guide to including multiple recipients in the email using VBA.', 'Attaching files to the email The chapter demonstrates how to attach files to the email, showcasing the process of attaching files such as images and text files to the email using VBA in Excel.', 'Creating and customizing the email body content The transcript explains the process of creating and customizing the email body content using HTML body type, demonstrating how to insert new lines and compose the body of the email in a structured manner.', 'Displaying and sending the email Finally, the chapter illustrates the process of displaying the email for manual editing and verification, as well as sending the email to the specified recipients using VBA in Excel.']}, {'end': 16198.955, 'start': 15598.8, 'title': 'Mail merge in excel tutorial', 'summary': 'Demonstrates how to use vba script to trigger and edit emails, followed by a tutorial on mail merge in excel, which allows sending personalized emails to multiple recipients, reducing time and effort significantly.', 'duration': 600.155, 'highlights': ['The chapter demonstrates how to use VBA script to trigger and edit emails. The VBA script allows the user to trigger and edit emails before sending, enhancing email customization and accuracy.', 'Tutorial on mail merge in Excel, allowing sending personalized emails to multiple recipients. Mail merge in Excel enables the sending of personalized emails to multiple recipients, significantly reducing time and effort, and enhancing efficiency.', 'Demonstration of encoding recipient details and previewing the mail merge results before sending. The tutorial includes encoding recipient details, previewing mail merge results, and providing options to edit individual documents, print documents, or send emails to recipients, ensuring accuracy and customization.']}], 'duration': 2439.247, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ13759708.jpg', 'highlights': ['Auto ARIMA method automates the selection of ARIMA model parameters, eliminating manual trial and error.', "The forecast is plotted for the next 10 years, demonstrating the model's ability to predict future patterns accurately.", 'The auto arima method uses the AIC to assess the accuracy of each combination of PDQ, selecting the model with the lowest AIC as the best model.', 'The tutorial provides examples of using VBA to send automated emails, demonstrating diverse use cases for automating email sending in Excel.', 'Direct Email Sending in Excel includes specifying recipients, adding attachments, and utilizing various formatting and review options.', 'The chapter explains how to use VBA in Excel to create and send emails, demonstrating the practical application of VBA programming.', 'Mail merge in Excel enables the sending of personalized emails to multiple recipients, significantly reducing time and effort, and enhancing efficiency.']}, {'end': 19646.717, 'segs': [{'end': 16311.256, 'src': 'embed', 'start': 16282.89, 'weight': 0, 'content': [{'end': 16285.871, 'text': "It's easy to use as it is shown here.", 'start': 16282.89, 'duration': 2.981}, {'end': 16291.952, 'text': 'And with your conditional formatting, you can format cells based on a preset condition.', 'start': 16286.371, 'duration': 5.581}, {'end': 16297.313, 'text': 'You can perform conditional formatting to identify cells.', 'start': 16292.672, 'duration': 4.641}, {'end': 16306.595, 'text': 'You can highlight a few significant cells and you can easily perform conditional formatting as shown on the left side.', 'start': 16298.173, 'duration': 8.422}, {'end': 16311.256, 'text': "Now, how do we work with conditional formatting? Let's have a quick look.", 'start': 16307.455, 'duration': 3.801}], 'summary': 'Easily apply conditional formatting to format cells based on preset conditions.', 'duration': 28.366, 'max_score': 16282.89, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ16282890.jpg'}, {'end': 16694.944, 'src': 'embed', 'start': 16629.659, 'weight': 1, 'content': [{'end': 16632.201, 'text': "that's shows in orange.", 'start': 16629.659, 'duration': 2.542}, {'end': 16633.843, 'text': 'now, how do we do that?', 'start': 16632.201, 'duration': 1.642}, {'end': 16637.407, 'text': 'so we can basically again manage some rules?', 'start': 16633.843, 'duration': 3.564}, {'end': 16640.089, 'text': 'so i can basically create a new rule.', 'start': 16637.407, 'duration': 2.682}, {'end': 16649.499, 'text': "now here i can select one of the options, which says format only values that are above or below average, and that's the option i would want to select.", 'start': 16640.089, 'duration': 9.41}, {'end': 16655.431, 'text': 'Now I can select this and it says format values that are above average.', 'start': 16650.148, 'duration': 5.283}, {'end': 16658.613, 'text': 'So in our case, we had it in green.', 'start': 16656.01, 'duration': 2.603}, {'end': 16666.758, 'text': "So for example, I'll say above average and then here I can go for a particular color.", 'start': 16658.873, 'duration': 7.885}, {'end': 16670.22, 'text': 'So you can go for a particular size.', 'start': 16667.838, 'duration': 2.382}, {'end': 16675.143, 'text': "So let's go and look into the formatting.", 'start': 16670.98, 'duration': 4.163}, {'end': 16678.564, 'text': "So for example, let's choose yellow.", 'start': 16675.803, 'duration': 2.761}, {'end': 16690.458, 'text': "say okay, now I'm saying wherever the cell values are above average, it would be yellow instead of green.", 'start': 16680.29, 'duration': 10.168}, {'end': 16694.944, 'text': "and let's go in here, let's go and look into manage rules.", 'start': 16690.458, 'duration': 4.486}], 'summary': 'Using conditional formatting to display values above average in yellow instead of green.', 'duration': 65.285, 'max_score': 16629.659, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ16629659.jpg'}, {'end': 16829.174, 'src': 'embed', 'start': 16730.053, 'weight': 4, 'content': [{'end': 16732.774, 'text': 'so right now it has not been applied.', 'start': 16730.053, 'duration': 2.721}, {'end': 16740.239, 'text': 'so, for example, if i select this and then i could basically choose my area,', 'start': 16732.774, 'duration': 7.465}, {'end': 16753.226, 'text': 'just hit on enter and similarly you can go in here and then select your area, hit on enter and say apply, say okay, and now, if you see,', 'start': 16740.239, 'duration': 12.987}, {'end': 16762.253, 'text': 'i have really chosen bright colors, but then i have said, wherever my revenue generated is above average,', 'start': 16753.226, 'duration': 9.027}, {'end': 16767.146, 'text': 'it should be in yellow and below average should be in red.', 'start': 16762.253, 'duration': 4.893}, {'end': 16774.996, 'text': 'So we wanted above average to be in green and below average to be in orange.', 'start': 16767.385, 'duration': 7.611}, {'end': 16778.099, 'text': "So that's what we have here, right?", 'start': 16775.176, 'duration': 2.923}, {'end': 16785.372, 'text': 'So you can always color code your cell values based on some rules which you are setting up now.', 'start': 16778.46, 'duration': 6.912}, {'end': 16793.7, 'text': "similarly, you can also find the top 10 and bottom 10 values, and that's pretty easy.", 'start': 16785.372, 'duration': 8.328}, {'end': 16798.505, 'text': 'so you can just select this and then you can go into conditional formatting.', 'start': 16793.7, 'duration': 4.805}, {'end': 16806.209, 'text': 'you can go for top and bottom values, top 10 items, bottom 10 items, or you can go in for more rules.', 'start': 16798.505, 'duration': 7.704}, {'end': 16811.371, 'text': 'so you can say format only top or bottom ranked values.', 'start': 16806.209, 'duration': 5.162}, {'end': 16812.931, 'text': 'so you have top 10.', 'start': 16811.371, 'duration': 1.56}, {'end': 16825.292, 'text': "now you can choose the color and, for example, i'll go for blue and I'll say okay.", 'start': 16812.931, 'duration': 12.361}, {'end': 16829.174, 'text': 'so now, if you see my top 10 values are blue.', 'start': 16825.292, 'duration': 3.882}], 'summary': 'Demonstrating conditional formatting for color-coded cell values and top 10 values.', 'duration': 99.121, 'max_score': 16730.053, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ16730053.jpg'}, {'end': 17303.73, 'src': 'embed', 'start': 17241.478, 'weight': 6, 'content': [{'end': 17246.141, 'text': 'You can also restrict user to enter only valid data.', 'start': 17241.478, 'duration': 4.663}, {'end': 17251.124, 'text': 'And if any invalid data is entered, an error message will be displayed.', 'start': 17246.581, 'duration': 4.543}, {'end': 17254.646, 'text': "now that's where you can use your data validations.", 'start': 17251.764, 'duration': 2.882}, {'end': 17257.288, 'text': "so let's see how that can be done.", 'start': 17254.646, 'duration': 2.642}, {'end': 17261.471, 'text': "so for data validation, let's see some exercises here.", 'start': 17257.288, 'duration': 4.183}, {'end': 17267.156, 'text': 'so, for example, you have a name column and you would want to restrict that.', 'start': 17261.471, 'duration': 5.685}, {'end': 17270.298, 'text': 'the name should accept only 15 characters.', 'start': 17267.156, 'duration': 3.142}, {'end': 17271.739, 'text': 'now, how do you do that?', 'start': 17270.298, 'duration': 1.441}, {'end': 17282.864, 'text': 'so you can basically select the cells or you can just select a particular cell and then we can later drag the property to other fields.', 'start': 17271.739, 'duration': 11.125}, {'end': 17285.805, 'text': 'now here, once the cell is selected.', 'start': 17282.864, 'duration': 2.941}, {'end': 17290.406, 'text': "so, for example, let's try this out and let's see if that works.", 'start': 17285.805, 'duration': 4.601}, {'end': 17303.73, 'text': 'so, for example, i will say peter johnson, okay, and that is basically 5 and 9 and 12 characters.', 'start': 17290.406, 'duration': 13.324}], 'summary': 'Demonstrates data validation for restricting name to 15 characters.', 'duration': 62.252, 'max_score': 17241.478, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ17241478.jpg'}, {'end': 18024.292, 'src': 'embed', 'start': 17998.417, 'weight': 12, 'content': [{'end': 18005.601, 'text': 'and it allows you to group your data in several ways so that you can derive meaningful information from it.', 'start': 17998.417, 'duration': 7.184}, {'end': 18010.623, 'text': 'Now the visual representation of a pivot table is termed as a pivot chart.', 'start': 18006.221, 'duration': 4.402}, {'end': 18013.745, 'text': "Now how do we do that? So let's see an example.", 'start': 18010.924, 'duration': 2.821}, {'end': 18016.066, 'text': 'Now here is some data.', 'start': 18014.025, 'duration': 2.041}, {'end': 18024.292, 'text': 'Here, you see, we have some row labels, which basically gives me some category of items here.', 'start': 18016.166, 'duration': 8.126}], 'summary': 'Pivot tables group data for meaningful insights.', 'duration': 25.875, 'max_score': 17998.417, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ17998417.jpg'}], 'start': 16200.016, 'title': 'Using excel for data analysis', 'summary': 'Covers excel features like conditional formatting, data validation, and pivot tables for efficient analysis, including techniques for identifying, differentiating, and visualizing data, controlling data input, and summarizing and analyzing data with quantifiable examples.', 'chapters': [{'end': 17007.174, 'start': 16200.016, 'title': 'Excel conditional formatting features', 'summary': 'Discusses how to use conditional formatting in excel to easily identify and differentiate data values based on certain criteria or rules, including applying color scales, top and bottom values, and formatting cells based on preset conditions for effective data analysis and visualization.', 'duration': 807.158, 'highlights': ['Using conditional formatting to highlight cells based on revenue generated above a certain value, such as greater than 12,000, using a specific color like yellow filled with dark yellow text. The speaker demonstrates using conditional formatting to highlight cells where revenue generated by a salesperson is greater than 12,000, using the color yellow filled with dark yellow text.', 'Demonstrating the use of a three-color scale for formatting cells based on their values, with lowest values in red, mid values in a different color, and positive values in green, to easily identify data based on cell values. The speaker explains the process of setting up a three-color scale to highlight cells based on their values, with different colors representing lowest, mid, and positive values for effective data visualization.', 'Applying conditional formatting to color cells based on their value relative to the average, such as above average in yellow and below average in red, for effective data analysis and visualization. The speaker demonstrates using conditional formatting to color cells above average in yellow and below average in red, based on their relative value to the average, for effective data analysis and visualization.', 'Utilizing conditional formatting to easily identify top and bottom 10 values by applying different colors, such as blue for top 10 values and orange for bottom 10 values, for efficient data visualization. The speaker showcases applying conditional formatting to identify top and bottom 10 values by using different colors, such as blue for top 10 values and orange for bottom 10 values, for efficient data visualization.', 'Demonstrating the use of conditional formatting for highlighting the trend of values increasing or decreasing in specific columns, such as applying gradient fill to effectively visualize the trend of revenue generation over time. The speaker illustrates using conditional formatting to highlight the trend of values increasing or decreasing in specific columns, such as applying gradient fill to visualize the trend of revenue generation over time for effective data analysis and visualization.']}, {'end': 17663.42, 'start': 17007.475, 'title': 'Excel conditional formatting & data validation', 'summary': 'Explains how to use conditional formatting in excel to highlight cell values using color scales, icon sets, and data bars based on specific rules, and how to implement data validation to control the type of data entered in cells, with examples of setting text length, date range, email format, and numerical range.', 'duration': 655.945, 'highlights': ['Conditional formatting in Excel allows users to highlight cell values using color scales, icon sets, and data bars based on specific rules. The chapter details how to use conditional formatting in Excel to highlight cell values using color scales, icon sets, and data bars based on specific rules, providing examples of setting icon styles and values for different conditions.', 'Data validation in Excel is used to control what type of values must be entered in cells, restrict users to enter only valid data, and display error messages for invalid data. The transcript explains how to implement data validation in Excel to control the type of data entered in cells, with examples of setting text length, date range, email format, and numerical range, and displaying input and error messages.']}, {'end': 17969.199, 'start': 17665.321, 'title': 'Data validation and value restriction', 'summary': 'Explains how to implement data validation to restrict the values in a cell based on a list of items, demonstrating the process for different cities and their respective places within the spreadsheet.', 'duration': 303.878, 'highlights': ['The chapter demonstrates implementing data validation to restrict the values in a cell based on a list of items for different cities and their respective places within the spreadsheet.', 'The speaker shows how to use data validation to restrict the values for various cities such as Bangalore, Kolkata, and Delhi, by demonstrating the process of implementing the restriction and providing examples of the restricted values.', "The chapter explains the process of implementing data validation to restrict the values in a cell, demonstrating the use of the 'list' option and how to provide the source values for the restriction, showcasing examples for cities like Bangalore and Kolkata."]}, {'end': 18457.746, 'start': 17969.919, 'title': 'Excel pivot charts and tables', 'summary': 'Explains how to create pivot tables and pivot charts in excel, allowing users to summarize and analyze data efficiently, demonstrated with examples and quantifiable data, such as the number of rows and columns in the data set and the process of creating pivot tables.', 'duration': 487.827, 'highlights': ['Pivot tables allow grouping and summarizing data for meaningful insights, demonstrated with an example of finding total sales under each category of items. Pivot tables enable grouping and summarizing data, as demonstrated by finding the total sales under each category of items, with an example showcasing 9994 rows of data.', "Demonstration of creating pivot tables by selecting the data range and fields, and choosing the location of the result, with a specific example of selecting the 'category' field to find total sales. The process of creating pivot tables is demonstrated, including selecting the data range and fields, and specifying the location of the result, illustrated with an example of selecting the 'category' field to find total sales.", 'Explanation of creating pivot charts to visualize the data from pivot tables, showing row labels and the sum of sales for each category of items. The process of creating pivot charts to visualize data from pivot tables is explained, depicting row labels and the sum of sales for each category of items.', 'Demonstration of using slicers to apply filters to pivot tables, allowing the selection of specific subcategories for analysis. The process of using slicers to apply filters to pivot tables is demonstrated, enabling the selection of specific subcategories for analysis.']}, {'end': 18735.739, 'start': 18457.746, 'title': 'Using pivot tables for data analysis', 'summary': 'Explains how to use pivot tables to analyze sales data and find the top three states for each region with the highest average profit, using sorting and filtering techniques.', 'duration': 277.993, 'highlights': ['By using pivot tables, users can easily analyze sales data to identify the top-selling subcategories within each main category, such as Furniture, Office Supplies, and Technology.', 'The process of finding the top three states for each region with the highest average profit involves selecting the region and state, analyzing the profit, sorting the data, and then filtering to display the top three states with the highest average profit.', 'Utilizing sorting and filtering options in pivot tables allows for the display of the top three states with the highest average profit for each region, providing valuable insights for decision-making.']}, {'end': 19646.717, 'start': 18736.419, 'title': 'Pivot table data analysis', 'summary': 'Covers the creation of pivot tables to analyze data, including finding the percentage contribution of subcategories to total sales, identifying the customer with the lowest profit in each state, analyzing sales made in each quarter of 2016 for all regions, and determining the profit made in each year for all product categories in the east and west regions.', 'duration': 910.298, 'highlights': ['Creating a pivot table to find the percentage contribution of subcategories to total sales The chapter explains how to use a pivot table to calculate the percentage contribution of each subcategory of products under each category to the total sales.', 'Identifying the customer with the lowest profit in each state using a pivot table The method demonstrates using a pivot table to identify the customer with the lowest profit in the home office segment in each state.', 'Analyzing sales made in each quarter of 2016 for all regions and creating a pivot chart The transcript illustrates how to analyze sales made in each quarter of 2016 for all regions using a pivot table and then creating a pivot chart to visualize the data.', 'Determining the profit made in each year for all product categories in the East and West regions and creating a histogram The chapter details how to calculate the profit made in each year for all product categories in the East and West regions using a pivot table and then creating a histogram to display the frequencies.']}], 'duration': 3446.701, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ16200016.jpg', 'highlights': ['Covers excel features like conditional formatting, data validation, and pivot tables for efficient analysis, including techniques for identifying, differentiating, and visualizing data, controlling data input, and summarizing and analyzing data with quantifiable examples.', 'Using conditional formatting to highlight cells based on revenue generated above a certain value, such as greater than 12,000, using a specific color like yellow filled with dark yellow text.', 'Demonstrating the use of a three-color scale for formatting cells based on their values, with lowest values in red, mid values in a different color, and positive values in green, to easily identify data based on cell values.', 'Applying conditional formatting to color cells based on their value relative to the average, such as above average in yellow and below average in red, for effective data analysis and visualization.', 'Utilizing conditional formatting to easily identify top and bottom 10 values by applying different colors, such as blue for top 10 values and orange for bottom 10 values, for efficient data visualization.', 'Conditional formatting in Excel allows users to highlight cell values using color scales, icon sets, and data bars based on specific rules.', 'Data validation in Excel is used to control what type of values must be entered in cells, restrict users to enter only valid data, and display error messages for invalid data.', 'The chapter demonstrates implementing data validation to restrict the values in a cell based on a list of items for different cities and their respective places within the spreadsheet.', 'Pivot tables allow grouping and summarizing data for meaningful insights, demonstrated with an example of finding total sales under each category of items.', 'By using pivot tables, users can easily analyze sales data to identify the top-selling subcategories within each main category, such as Furniture, Office Supplies, and Technology.', 'Creating a pivot table to find the percentage contribution of subcategories to total sales', 'Identifying the customer with the lowest profit in each state using a pivot table', 'Analyzing sales made in each quarter of 2016 for all regions and creating a pivot chart', 'Determining the profit made in each year for all product categories in the East and West regions and creating a histogram']}, {'end': 20859.232, 'segs': [{'end': 19729.678, 'src': 'embed', 'start': 19702.746, 'weight': 2, 'content': [{'end': 19712.244, 'text': 'so i can just place my cursor here, I can select this and then I can go into insert and here I have different options.', 'start': 19702.746, 'duration': 9.498}, {'end': 19722.492, 'text': 'so we can go for bar chart, we can go for insert hierarchy chart, we can go into waterfall funnel, stock surface or radar chart.', 'start': 19712.244, 'duration': 10.248}, {'end': 19723.633, 'text': 'so there are different options.', 'start': 19722.492, 'duration': 1.141}, {'end': 19729.678, 'text': 'what you have here, and we will go for a simple histogram which is two-dimensional.', 'start': 19723.633, 'duration': 6.045}], 'summary': 'Options for inserting charts include bar chart, hierarchy chart, waterfall chart, stock chart, surface chart, and radar chart.', 'duration': 26.932, 'max_score': 19702.746, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ19702746.jpg'}, {'end': 20097.563, 'src': 'embed', 'start': 20068.114, 'weight': 0, 'content': [{'end': 20079.102, 'text': 'so might be, we can select this one which is h6, and whatever value we key in here, we will be searching for employee name for that employee id.', 'start': 20068.114, 'duration': 10.988}, {'end': 20082.985, 'text': 'now, table array is we would want to give a range.', 'start': 20079.102, 'duration': 3.883}, {'end': 20086.387, 'text': 'so what we can do is we can give our range.', 'start': 20082.985, 'duration': 3.402}, {'end': 20096.862, 'text': 'so, for example, we had selected something like our search and if you see here that already selects or shows me employee id, employee name,', 'start': 20086.827, 'duration': 10.035}, {'end': 20097.563, 'text': 'email address.', 'start': 20096.862, 'duration': 0.701}], 'summary': 'Using function h6, search employee info in specified range.', 'duration': 29.449, 'max_score': 20068.114, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ20068114.jpg'}, {'end': 20201.941, 'src': 'embed', 'start': 20168.802, 'weight': 1, 'content': [{'end': 20181.141, 'text': 'So if it finds employee Id here, now say, for example, if we had an employee ID, somebody enters an employee ID which is not in the range.', 'start': 20168.802, 'duration': 12.339}, {'end': 20192.314, 'text': "for example, let's try 121 and then you see this is basically an error, right because it does not have any employee id with 121.", 'start': 20181.141, 'duration': 11.173}, {'end': 20194.916, 'text': 'now how do i take care of this?', 'start': 20192.314, 'duration': 2.602}, {'end': 20201.941, 'text': 'so there is a formula which is called if error and that can be used to take care of this.', 'start': 20194.916, 'duration': 7.025}], 'summary': "Using 'if error' formula to handle employee id errors.", 'duration': 33.139, 'max_score': 20168.802, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ20168802.jpg'}, {'end': 20522.195, 'src': 'embed', 'start': 20488.449, 'weight': 5, 'content': [{'end': 20498.516, 'text': 'so, fredstone, and then basically we will give our range, we will say which is the column we are interested in and then give true or false.', 'start': 20488.449, 'duration': 10.067}, {'end': 20503.72, 'text': 'so we can also basically take care of this error message.', 'start': 20498.516, 'duration': 5.204}, {'end': 20522.195, 'text': "so, for example, let's take this complete formula from here and just just copy this formula, And now we can put in here the formula.", 'start': 20503.72, 'duration': 18.475}], 'summary': 'Transcript discusses fredstone, specifying range and handling error messages.', 'duration': 33.746, 'max_score': 20488.449, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ20488449.jpg'}], 'start': 19647.077, 'title': 'Excel data analysis', 'summary': 'Covers data filtering, visualization, and excel functions including vlookup, iferror, and pivot tables. it provides practical examples for tasks such as profit analysis and error handling, enhancing data accuracy and user experience.', 'chapters': [{'end': 19752.196, 'start': 19647.077, 'title': 'Data filtering and visualization', 'summary': 'Discusses filtering data based on region, viewing profit per category, and using pivot tables for histogram plotting in excel.', 'duration': 105.119, 'highlights': ['The data has been filtered based on the region, allowing for analysis of profits made per year in different categories.', 'Different options are available for plotting the histogram, including bar chart, hierarchy chart, waterfall funnel, stock surface, and radar chart.', 'The pivot table allows for the selection of different regions, years, order dates, and categories for histogram or bar chart visualization.']}, {'end': 20168.302, 'start': 19752.196, 'title': 'Excel vlookup function', 'summary': 'Explains the vlookup function in excel, demonstrating how to create a named range and use the function to search for a specific value in a range of data, such as finding an employee name based on an employee id.', 'duration': 416.106, 'highlights': ['Demonstration of VLOOKUP Function The chapter provides a detailed demonstration of how to use the VLOOKUP function in Excel to search for a specific value in a range of data.', 'Creating a Named Range It explains the process of creating a named range in Excel, allowing the user to reference it anywhere in the workbook.', 'Explanation of Function Arguments The chapter explains the function arguments of VLOOKUP, including the lookup value, table array, column index number, and range lookup, providing a thorough understanding of each parameter.', 'Illustration of VLOOKUP Result It demonstrates the result of using the VLOOKUP function to find an employee name based on an employee ID, showcasing the practical application of the function.', 'Overview of Other Lookup Functions The chapter briefly mentions other lookup functions like HLOOKUP, MATCH, and XLOOKUP, expanding the discussion to related Excel functions.']}, {'end': 20433.532, 'start': 20168.802, 'title': 'Using vlookup and iferror in excel', 'summary': 'Discusses the use of vlookup and iferror functions in excel to handle errors and display custom messages, ensuring data accuracy and user-friendly experience.', 'duration': 264.73, 'highlights': ["The 'if error' function in Excel is used to handle errors and display custom messages when a value is not found, ensuring data accuracy and user-friendly experience.", "The 'VLOOKUP' function is demonstrated to retrieve the job title based on the employee name, showcasing the functionality of Excel to retrieve specific data based on given criteria.", "The example demonstrates the use of the VLOOKUP function to retrieve data, with the added functionality of the 'if error' function to handle cases where the value is not found, ensuring a comprehensive approach to data accuracy and error handling."]}, {'end': 20859.232, 'start': 20433.532, 'title': 'Using vlookup and iferror in excel', 'summary': 'Explains the use of vlookup and iferror functions in excel to search and retrieve specific data, such as job title, with examples of fixing errors and handling error messages.', 'duration': 425.7, 'highlights': ['The chapter explains the use of VLOOKUP and IFERROR functions in Excel to search and retrieve specific data, such as job title and salary.', "The speaker demonstrates how to fix errors in VLOOKUP by ensuring the leftmost column in the range corresponds to the value being searched, with an example of correcting the range to find the job title of 'Fred Stone'.", 'The chapter showcases the use of IFERROR to handle error messages when the value is not found, with an example of testing the function by intentionally inputting a non-existent value and the resulting error message.']}], 'duration': 1212.155, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ19647077.jpg', 'highlights': ['The pivot table allows for the selection of different regions, years, order dates, and categories for histogram or bar chart visualization.', 'Different options are available for plotting the histogram, including bar chart, hierarchy chart, waterfall funnel, stock surface, and radar chart.', 'The data has been filtered based on the region, allowing for analysis of profits made per year in different categories.', "The 'if error' function in Excel is used to handle errors and display custom messages when a value is not found, ensuring data accuracy and user-friendly experience.", "The 'VLOOKUP' function is demonstrated to retrieve the job title based on the employee name, showcasing the functionality of Excel to retrieve specific data based on given criteria.", 'The chapter explains the use of VLOOKUP and IFERROR functions in Excel to search and retrieve specific data, such as job title and salary.']}, {'end': 22597.721, 'segs': [{'end': 21297.598, 'src': 'embed', 'start': 21272.212, 'weight': 0, 'content': [{'end': 21284.695, 'text': 'And what we have seen is VLOOKUP has a limitation in one way that we need to basically give a range where the leftmost column is the one which is used.', 'start': 21272.212, 'duration': 12.483}, {'end': 21292.357, 'text': 'Now, instead of that, we might be interested in searching in specific columns and not all the columns.', 'start': 21285.255, 'duration': 7.102}, {'end': 21297.598, 'text': 'Well, that can also affect the time taken to search for the data.', 'start': 21292.857, 'duration': 4.741}], 'summary': 'Vlookup has limitations with column range and can affect search time.', 'duration': 25.386, 'max_score': 21272.212, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ21272212.jpg'}, {'end': 21419.94, 'src': 'embed', 'start': 21392.351, 'weight': 2, 'content': [{'end': 21397.172, 'text': 'we are interested in finding out the salary based on employee name.', 'start': 21392.351, 'duration': 4.821}, {'end': 21401.935, 'text': 'so first goes our range based on which we need to search.', 'start': 21397.172, 'duration': 4.763}, {'end': 21403.556, 'text': "so that's your employee name.", 'start': 21401.935, 'duration': 1.621}, {'end': 21410.18, 'text': "so let's, for example, select this one, so that's our range b1 to b21.", 'start': 21403.556, 'duration': 6.624}, {'end': 21415.502, 'text': 'so that will basically have the employee name in which we will be searching for.', 'start': 21410.18, 'duration': 5.322}, {'end': 21419.94, 'text': 'and then we are interested in searching out the the result vector.', 'start': 21415.502, 'duration': 4.438}], 'summary': 'Finding salary based on employee name within range b1 to b21.', 'duration': 27.589, 'max_score': 21392.351, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ21392351.jpg'}, {'end': 21783.997, 'src': 'embed', 'start': 21749.625, 'weight': 3, 'content': [{'end': 21751.046, 'text': "So that's Peter Daniels.", 'start': 21749.625, 'duration': 1.421}, {'end': 21753.668, 'text': "Now that's basically what we would want to match.", 'start': 21751.306, 'duration': 2.362}, {'end': 21762.295, 'text': 'Now where do we want to match this? So we want to match in the column B which has employee names.', 'start': 21754.449, 'duration': 7.846}, {'end': 21767.98, 'text': 'So we can give a range which is B1 to B21.', 'start': 21762.816, 'duration': 5.164}, {'end': 21773.985, 'text': "So that's basically within the employee names we are looking for a match.", 'start': 21768.18, 'duration': 5.805}, {'end': 21776.755, 'text': 'which is given here.', 'start': 21774.775, 'duration': 1.98}, {'end': 21781.417, 'text': "that's in H6 and we want to do a match.", 'start': 21776.755, 'duration': 4.662}, {'end': 21783.997, 'text': 'so we want to do a exact match.', 'start': 21781.417, 'duration': 2.58}], 'summary': 'Seeking an exact match for employee names within column b (b1 to b21) using the value in cell h6.', 'duration': 34.372, 'max_score': 21749.625, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ21749625.jpg'}, {'end': 21861.608, 'src': 'embed', 'start': 21837.468, 'weight': 4, 'content': [{'end': 21844.934, 'text': 'Now, similarly, say, for example, you have been given a question, find the employee ID with salary 10,000.', 'start': 21837.468, 'duration': 7.466}, {'end': 21851.266, 'text': 'So you want to find out the employee ID wherever the salary is 10,000.', 'start': 21844.934, 'duration': 6.332}, {'end': 21854.347, 'text': 'so we are obviously looking for an exact match now.', 'start': 21851.266, 'duration': 3.081}, {'end': 21855.467, 'text': 'how do we do that?', 'start': 21854.347, 'duration': 1.12}, {'end': 21858.467, 'text': 'so we can start with our index function?', 'start': 21855.467, 'duration': 3}, {'end': 21861.608, 'text': 'and with an index function we need to give a range.', 'start': 21858.467, 'duration': 3.141}], 'summary': 'Using the index function to find employee ids with salary 10,000.', 'duration': 24.14, 'max_score': 21837.468, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ21837468.jpg'}], 'start': 20859.232, 'title': 'Excel lookup functions', 'summary': 'Provides a comprehensive guide on using various excel lookup functions, including hlookup, vlookup, xlookup, and index match, to efficiently search and extract specific data based on given criteria, showcasing examples and formula explanations for data lookup.', 'chapters': [{'end': 21240.603, 'start': 20859.232, 'title': 'Understanding horizontal lookup or hlookup', 'summary': 'Explains how to use hlookup to search horizontally through data range to find values such as salary based on employee name and job title based on employee id, using specific examples and formula explanations.', 'duration': 381.371, 'highlights': ['Explaining how to create a named range for searching data and using Hlookup function to find the salary based on employee name. The process of creating a named range for searching data and utilizing the Hlookup function to find the salary based on the employee name is explained, providing a practical example and formula explanation.', 'Demonstrating the usage of Hlookup to find the job title based on employee id and explaining the manual input of range for Hlookup function. The demonstration of using Hlookup to find the job title based on employee id and manually inputting the range for the Hlookup function is presented, along with a detailed explanation of the formula and its application.', 'Introducing the concept of using if error with Hlookup to handle error messages for unmatched values. The introduction of using if error with Hlookup to handle error messages for unmatched values is explained, offering insights into ensuring data accuracy and error handling in the search process.']}, {'end': 21519.281, 'start': 21240.603, 'title': 'Using lookup function for data search', 'summary': 'Explores how to use the lookup function to extract specific data from a range, such as finding salaries based on employee names and employee ids based on email addresses, demonstrating the flexibility and efficiency of this method.', 'duration': 278.678, 'highlights': ['The lookup function allows for searching specific columns or ranges to find data, providing flexibility and efficiency in data retrieval. The lookup function enables users to select specific columns or ranges for data search, improving efficiency and flexibility in retrieving desired information.', 'Demonstration of using the lookup function to find the salary of an employee based on their name, showcasing the practical application of the method. The example illustrates how the lookup function is used to find the salary of a specific employee, demonstrating the practical application of the method in retrieving targeted data.', 'Utilizing the lookup function to find the employee ID based on an email address, highlighting the versatility of the method for different data search needs. The usage of the lookup function to find the employee ID based on an email address showcases the versatility of this method for diverse data retrieval requirements.']}, {'end': 22051.225, 'start': 21519.281, 'title': 'Using index match for data lookup', 'summary': 'Discusses the usage of if error and index match functions for data lookup, including finding values like salary and employee id based on specific criteria, such as employee names and salary amounts.', 'duration': 531.944, 'highlights': ['The chapter discusses the usage of if error and index match functions for data lookup The chapter covers the usage of if error and index match functions for data lookup.', 'Finding values like salary and employee ID based on specific criteria, such as employee names and salary amounts The transcript explains how to use index match to find values like salary and employee ID based on specific criteria, such as employee names and salary amounts.', "Using if error and nesting vlookup inside if error with a not found option The transcript demonstrates the usage of if error and nesting vlookup inside if error with a not found option to display 'not found' if the value is not present."]}, {'end': 22597.721, 'start': 22051.866, 'title': 'Excel lookup functions and error handling', 'summary': 'Covers the usage of lookup functions like vlookup, hlookup, and xlookup, along with handling excel fn errors by utilizing iferror and vlookup functions to search for specific data based on given criteria, providing examples and step-by-step instructions.', 'duration': 545.855, 'highlights': ['The chapter covers the usage of lookup functions like VLOOKUP, HLOOKUP, and XLOOKUP to search for specific data. The usage of lookup functions like VLOOKUP, HLOOKUP, and XLOOKUP is explained, providing alternative methods for searching specific data.', 'IFERROR and VLOOKUP functions are used to handle Excel FN errors and search for specific data based on given criteria. The usage of IFERROR and VLOOKUP functions to handle Excel FN errors and search for specific data based on given criteria is elaborated.', 'Step-by-step instructions and examples are provided for using the lookup functions and handling Excel FN errors. The chapter provides step-by-step instructions and examples for using the lookup functions and handling Excel FN errors, ensuring comprehensive understanding.']}], 'duration': 1738.489, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ20859232.jpg', 'highlights': ['The chapter provides step-by-step instructions and examples for using the lookup functions and handling Excel FN errors.', 'The chapter covers the usage of lookup functions like VLOOKUP, HLOOKUP, and XLOOKUP to search for specific data.', 'The lookup function enables users to select specific columns or ranges for data search, improving efficiency and flexibility in retrieving desired information.', 'The chapter discusses the usage of if error and index match functions for data lookup.', 'The transcript explains how to use index match to find values like salary and employee ID based on specific criteria, such as employee names and salary amounts.', 'The introduction of using if error with Hlookup to handle error messages for unmatched values is explained, offering insights into ensuring data accuracy and error handling in the search process.']}, {'end': 23810.855, 'segs': [{'end': 22655.575, 'src': 'embed', 'start': 22622.014, 'weight': 1, 'content': [{'end': 22626.995, 'text': 'So, for example, you can, if you are given some data, say I have temperature,', 'start': 22622.014, 'duration': 4.981}, {'end': 22632.717, 'text': 'price of ice cream units sold and I would want to have descriptive statistics on this.', 'start': 22626.995, 'duration': 5.722}, {'end': 22641.339, 'text': 'What I can do is I can click on file and here in file, you can click on options and within options, click on add-ins.', 'start': 22633.197, 'duration': 8.142}, {'end': 22646.66, 'text': 'Now within add-ins, you have Excel add-ins, which is selected here.', 'start': 22642.079, 'duration': 4.581}, {'end': 22655.575, 'text': 'so click on, say go, for example, and that shows what add-ins are available and you can choose which ones are you interested in.', 'start': 22647.188, 'duration': 8.387}], 'summary': 'Excel allows for easy addition of add-ins to perform descriptive statistics on data.', 'duration': 33.561, 'max_score': 22622.014, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ22622014.jpg'}, {'end': 22901.21, 'src': 'embed', 'start': 22875.177, 'weight': 0, 'content': [{'end': 22883.179, 'text': 'and we got our descriptive statistics for price of ice cream and, like we did earlier, i can select this.', 'start': 22875.177, 'duration': 8.002}, {'end': 22890.241, 'text': 'i can basically do a merge and center and that gives me descriptive statistics for price of ice cream.', 'start': 22883.179, 'duration': 7.062}, {'end': 22894.043, 'text': 'so we could also basically change this.', 'start': 22890.241, 'duration': 3.802}, {'end': 22901.21, 'text': 'now i can go into data and i can go into data analysis, descriptive statistics.', 'start': 22894.043, 'duration': 7.167}], 'summary': 'Descriptive statistics for ice cream prices were generated using data analysis.', 'duration': 26.033, 'max_score': 22875.177, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ22875177.jpg'}, {'end': 23216.691, 'src': 'embed', 'start': 23179.532, 'weight': 3, 'content': [{'end': 23181.352, 'text': 'Now we need to give an output range.', 'start': 23179.532, 'duration': 1.82}, {'end': 23187.454, 'text': "So for example, let's say I would want my data here and that becomes my output range.", 'start': 23181.673, 'duration': 5.781}, {'end': 23192.496, 'text': 'So you can have a sorted histogram or basically a Pareto chart.', 'start': 23187.914, 'duration': 4.582}, {'end': 23202.788, 'text': "So, If that's what you're interested in, looking at the frequencies for your different ranges and here i'm also selecting chart output,", 'start': 23193.136, 'duration': 9.652}, {'end': 23207.189, 'text': 'because I would want to have a visual histogram which gives us the frequency.', 'start': 23202.788, 'duration': 4.401}, {'end': 23216.691, 'text': "And it's as simple as this just click on OK, and now you get your bins so it basically tells you frequency of values, which is.", 'start': 23207.809, 'duration': 8.882}], 'summary': 'The output range can be visualized using a sorted histogram or pareto chart to display frequency of values.', 'duration': 37.159, 'max_score': 23179.532, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ23179532.jpg'}], 'start': 22597.721, 'title': 'Using excel for descriptive analytics and data analysis', 'summary': 'Explains how to use excel add-ins for descriptive analytics, including analysis tool pack and solver add-in, and covers the process of data analysis for obtaining descriptive statistics for temperature, price of ice cream, and units sold, as well as creating histograms to analyze the frequency of values occurring in a range of temperatures and their potential impact on the sale of ice cream.', 'chapters': [{'end': 22671.69, 'start': 22597.721, 'title': 'Using excel add-ins for descriptive analytics', 'summary': 'Explains how to use excel add-ins for descriptive analytics, including adding inbuilt add-ins to an excel sheet and selecting specific add-ins, like the analysis tool pack and solver add-in, to perform descriptive analytics on data, such as mean, median, and mode.', 'duration': 73.969, 'highlights': ['By adding inbuilt add-ins to Excel, like the analysis tool pack and solver add-in, users can perform descriptive analytics on data, including obtaining statistics such as mean, median, and mode.', 'The process involves clicking on file, then options, and selecting add-ins, followed by choosing specific add-ins like the analysis tool pack and solver add-in to add more options to Excel.']}, {'end': 23122.875, 'start': 22672.634, 'title': 'Data analysis for descriptive statistics', 'summary': 'Covers the process of using data analysis for obtaining descriptive statistics for temperature, price of ice cream, and units sold, as well as creating histograms to analyze the frequency of values occurring in a range of temperatures and their potential impact on the sale of ice cream.', 'duration': 450.241, 'highlights': ['Obtaining descriptive statistics for temperature, price of ice cream, and units sold using data analysis, involving input range selection, output range selection, and options selection (e.g., summary statistics, confidence level).', 'Utilizing histograms to analyze the frequency of values occurring in a range of temperatures, discussing the potential impact of temperature on the sale of ice cream and the relationship between temperature and the sale of ice cream.']}, {'end': 23511.001, 'start': 23122.875, 'title': 'Creating histogram and calculating correlation', 'summary': 'Explains how to create a histogram to visualize the frequency of values in a dataset, and how to calculate the correlation between different variables using data analysis add-in, with an emphasis on pareto chart, frequency values, and correlation values.', 'duration': 388.126, 'highlights': ['Creating histogram to visualize frequency of values in a dataset The chapter explains how to create a histogram using the data analysis add-in to visualize the frequency of values, such as the range of values, bin selection, and output range, with a focus on Pareto chart and frequency visualization.', 'Interpreting the histogram values and understanding the frequency distribution The chapter discusses how to interpret the histogram values, such as understanding that the frequency value of 20 represents a range of 0 to 20, and provides examples of different value ranges and their corresponding frequencies within the dataset.', 'Utilizing correlation analysis to understand the relationship between variables The chapter demonstrates how to use correlation analysis to understand the relationship between different variables, such as temperature and units sold, and explains the process of calculating correlation values using functions and the data analysis add-in.']}, {'end': 23810.855, 'start': 23511.001, 'title': 'Analyzing data: correlation, sampling, and excel', 'summary': 'Discusses the correlation between temperature, price of ice cream, and units sold using excel, including the process to obtain correlation values and conducting periodic and random sampling for data analysis.', 'duration': 299.854, 'highlights': ['The process of obtaining correlation values in Excel for temperature, price of ice cream, and units sold is discussed. Correlation values of 0.96149 between temperature and price of ice cream, and 0.2859 between temperature and units sold are highlighted.', 'The chapter explains the process of conducting periodic and random sampling for data analysis in Excel. Demonstrates how to perform periodic sampling to obtain specific values based on a period, and random sampling to select a specific number of values from a dataset.']}], 'duration': 1213.134, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ22597721.jpg', 'highlights': ['By adding inbuilt add-ins to Excel, like the analysis tool pack and solver add-in, users can perform descriptive analytics on data, including obtaining statistics such as mean, median, and mode.', 'Obtaining descriptive statistics for temperature, price of ice cream, and units sold using data analysis, involving input range selection, output range selection, and options selection (e.g., summary statistics, confidence level).', 'Creating histogram to visualize frequency of values in a dataset The chapter explains how to create a histogram using the data analysis add-in to visualize the frequency of values, such as the range of values, bin selection, and output range, with a focus on Pareto chart and frequency visualization.', 'The process of obtaining correlation values in Excel for temperature, price of ice cream, and units sold is discussed. Correlation values of 0.96149 between temperature and price of ice cream, and 0.2859 between temperature and units sold are highlighted.']}, {'end': 25403.947, 'segs': [{'end': 24178.22, 'src': 'embed', 'start': 24153.184, 'weight': 2, 'content': [{'end': 24159.89, 'text': 'so here we have some variables and if we look at this might be based on temperature, price of ice cream.', 'start': 24153.184, 'duration': 6.706}, {'end': 24163.994, 'text': 'we would want to find out how many units were sold.', 'start': 24159.89, 'duration': 4.104}, {'end': 24173.999, 'text': 'now what we can do is we can basically start looking in by creating a simple scatter plot, which is quite easy in excel.', 'start': 24163.994, 'duration': 10.005}, {'end': 24178.22, 'text': 'so if you have been given variables, what you can do is you can click on insert.', 'start': 24173.999, 'duration': 4.221}], 'summary': 'Analyzing variables to determine ice cream sales through scatter plot in excel.', 'duration': 25.036, 'max_score': 24153.184, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ24153184.jpg'}, {'end': 24433.821, 'src': 'embed', 'start': 24395.331, 'weight': 9, 'content': [{'end': 24407.253, 'text': 'So it is basically y, when you say y equals, you can say bx plus a plus c.', 'start': 24395.331, 'duration': 11.922}, {'end': 24413.843, 'text': 'And this would be normally the mathematical equation for a linear regression.', 'start': 24407.253, 'duration': 6.59}, {'end': 24425.562, 'text': 'where x is your independent variable, y is your dependent variable, your, a is the y intercept,', 'start': 24413.843, 'duration': 11.719}, {'end': 24433.821, 'text': 'which is expected mean value of y when all x variables are equal to zero.', 'start': 24427.139, 'duration': 6.682}], 'summary': 'Linear regression equation: y = bx + a + c. a is the y intercept.', 'duration': 38.49, 'max_score': 24395.331, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ24395331.jpg'}, {'end': 24522.891, 'src': 'embed', 'start': 24490.793, 'weight': 7, 'content': [{'end': 24495.877, 'text': 'we can look into this and the linear equation can be understood mathematically in this way.', 'start': 24490.793, 'duration': 5.084}, {'end': 24497.638, 'text': 'now, how do we do it in excel?', 'start': 24495.877, 'duration': 1.761}, {'end': 24513.044, 'text': 'so what we can simply do is here let me, yeah, so we need to get into data, and then here we have our data analysis.', 'start': 24497.638, 'duration': 15.406}, {'end': 24513.725, 'text': 'add in.', 'start': 24513.044, 'duration': 0.681}, {'end': 24520.989, 'text': 'you can click on this one and from these different options, you can choose regression.', 'start': 24513.725, 'duration': 7.264}, {'end': 24522.891, 'text': "so that's what we would want to do now.", 'start': 24520.989, 'duration': 1.902}], 'summary': 'An excel data analysis tool can be used to perform linear regression for understanding mathematical equations.', 'duration': 32.098, 'max_score': 24490.793, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ24490793.jpg'}, {'end': 24836.694, 'src': 'embed', 'start': 24756.549, 'weight': 0, 'content': [{'end': 24762.736, 'text': "right, so that's your one variable and second variable, and then you also have your normal probability plot.", 'start': 24756.549, 'duration': 6.187}, {'end': 24771.235, 'text': 'now to interpret this or to understand what we have here, where we look at your summary output,', 'start': 24762.736, 'duration': 8.499}, {'end': 24775.678, 'text': 'so it is good to understand what excel is helping us out.', 'start': 24771.235, 'duration': 4.443}, {'end': 24783.123, 'text': 'so basically, when we do a regression in excel, it is performing all the calculations automatically.', 'start': 24775.678, 'duration': 7.445}, {'end': 24786.226, 'text': 'the interpretation is something which we need to understand.', 'start': 24783.123, 'duration': 3.103}, {'end': 24795.232, 'text': "so basically, we are looking at multiple r value here and we can, let's also fine tune this one.", 'start': 24786.226, 'duration': 9.006}, {'end': 24807.879, 'text': 'yeah, we have our values here and if you see we have our r square now, we can then basically look at our multiple r.', 'start': 24795.232, 'duration': 12.647}, {'end': 24809.12, 'text': 'so what is your multiple r?', 'start': 24807.879, 'duration': 1.241}, {'end': 24817.506, 'text': "that's your correlation coefficient, which basically measures the strength of linear relationship between two variables.", 'start': 24809.12, 'duration': 8.386}, {'end': 24824.073, 'text': 'so This can be any value between your correlation coefficient.', 'start': 24817.506, 'duration': 6.567}, {'end': 24831.327, 'text': 'It can be any value between minus 1 and 1 and its absolute value indicates the relationship strength.', 'start': 24824.855, 'duration': 6.472}, {'end': 24836.694, 'text': 'So, the larger the absolute value, the stronger the relationship.', 'start': 24832.412, 'duration': 4.282}], 'summary': 'Excel performs automatic regression calculations, including multiple r value, which measures the strength of linear relationship between variables.', 'duration': 80.145, 'max_score': 24756.549, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ24756549.jpg'}], 'start': 23810.855, 'title': 'Regression analysis in excel', 'summary': 'Covers the basics of regression analysis in excel, creating scatter plots, performing analysis, and interpreting the results, focusing on understanding the relationship between variables, mathematical equations, and statistical functions, including insights on units sold, temperature, and price of ice cream.', 'chapters': [{'end': 24153.184, 'start': 23810.855, 'title': 'Excel regression analysis', 'summary': 'Covers the basics of regression analysis in excel, including understanding the relationship between variables, plotting scatter plots, determining independent and dependent variables, and distinguishing between simple and multiple linear regression models.', 'duration': 342.329, 'highlights': ["Regression analysis is used to estimate the relationship between two or more variables and allows the mathematical determination of variables' impact. Regression analysis is employed to estimate the relationship between variables and mathematically determine their impact, aiding in understanding how the dependent variable changes as the independent variables vary.", 'Distinguishing between independent and dependent variables is essential in regression analysis to identify the factors influencing the response or target. Understanding the distinction between independent and dependent variables is crucial in regression analysis to identify the factors influencing the response or target variable.', 'Differentiating between simple and multiple linear regression models, as well as the use of nonlinear regression in case of nonlinear data relationships. Explaining the difference between simple and multiple linear regression models and the necessity of using nonlinear regression if the data relationships do not follow a straight line.', 'Plotting scatter plots to visualize the relationship between variables and analyzing values such as coefficient of determination and regression line. Utilizing scatter plots for visualizing the relationship between variables, and analyzing statistical values like coefficient of determination and regression line.', "The use of Excel's data analysis add-in tool to generate regression statistics, ANOVA, and different plots. Leveraging Excel's data analysis add-in tool to generate regression statistics, ANOVA, and various plots for regression analysis."]}, {'end': 24490.793, 'start': 24153.184, 'title': 'Creating scatter plots for regression analysis', 'summary': 'Explains how to create scatter plots for regression analysis using excel, demonstrating the relationship between dependent and independent variables, and the mathematical equation for linear regression.', 'duration': 337.609, 'highlights': ['The chapter explains how to create scatter plots for regression analysis using Excel. The transcript provides a step-by-step guide on creating scatter plots for regression analysis in Excel, demonstrating the practical application of data analysis techniques.', "Demonstrating the relationship between dependent and independent variables. The transcript details the process of demonstrating the relationship between dependent and independent variables using scatter plots, providing a visual representation of the data's correlation and regression.", 'The mathematical equation for linear regression is discussed, including the y intercept, slope of regression line, and error term. The chapter explains the mathematical equation for linear regression, including the components such as the y intercept, slope of regression line, and error term, providing a comprehensive understanding of the regression analysis process.']}, {'end': 24783.123, 'start': 24490.793, 'title': 'Regression analysis in excel', 'summary': 'Explains how to perform regression analysis in excel, selecting input y range, x range, confidence level, output range, residuals, line fit plots, and normal probability plots to analyze the relationship between units sold, temperature, and price of ice cream.', 'duration': 292.33, 'highlights': ['When performing regression analysis in Excel, the key steps include selecting the input y range (dependent variable), x range (independent variable), and choosing the confidence level.', 'The analysis involves selecting the output range, residuals, line fit plots, and normal probability plots to interpret the relationship between units sold, temperature, and price of ice cream.', 'The process also includes choosing the labels, performing the calculations automatically, and understanding the summary output provided by Excel.']}, {'end': 25169.048, 'start': 24783.123, 'title': 'Understanding regression analysis', 'summary': "Covers the interpretation of multiple r, r square, adjusted r squared, standard error, observations, anova values, and coefficients in regression analysis, emphasizing their significance and impact on the model's fit and reliability.", 'duration': 385.925, 'highlights': ["R square value of 0.450788 indicates that 45% of the dependent variables are explained by the independent variables. The R square value of 0.450788 signifies that 45% of the dependent variables (Y values) are explained by the independent variables (X values), reflecting the model's explanatory power.", "The significance f value less than 0.05 indicates the model's reliability, while a value greater than 0.05 suggests the need to reconsider independent variables. The significance f value serves as a reliability indicator, with a value less than 0.05 signifying a satisfactory model, while a value greater than 0.05 calls for reevaluation of independent variables' suitability.", 'Adjusted R squared is used for multiple regression analysis, providing a more suitable measure than R squared for models with multiple independent variables. The adjusted R squared compensates for the number of independent variables in the model, making it a preferable measure for multiple regression analysis compared to R squared.']}, {'end': 25403.947, 'start': 25169.048, 'title': 'Simple regression analysis overview', 'summary': 'Explains how to analyze residuals, compare predicted and actual values, interpret residual plots, and use statistical functions for linear regression analysis, emphasizing the importance of understanding the relationship between variables.', 'duration': 234.899, 'highlights': ['The residual output helps in comparing the estimated and actual number of sold umbrellas, showing the difference between predicted and actual values.', 'Understanding the relationship between variables is crucial, and the residual section provides insights into how far the actual values are from the predicted values.', "The chapter emphasizes the use of statistical functions for linear regression analysis, including linest, slope, intercept, and correlation, for in-depth analysis of the variables' impact on the response or target."]}], 'duration': 1593.092, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ23810855.jpg', 'highlights': ['Regression analysis estimates the relationship between variables and determines their impact.', 'Distinguishing between independent and dependent variables is crucial in regression analysis.', 'Utilizing scatter plots for visualizing the relationship between variables and analyzing statistical values.', 'The chapter provides a step-by-step guide on creating scatter plots for regression analysis in Excel.', 'The mathematical equation for linear regression is explained, including the y intercept, slope of regression line, and error term.', 'Key steps in performing regression analysis in Excel include selecting input and output ranges, residuals, and confidence level.', 'R square value of 0.450788 indicates 45% of the dependent variables are explained by the independent variables.', 'The significance f value serves as a reliability indicator for the model.', 'Adjusted R squared is a preferable measure for multiple regression analysis compared to R squared.', 'The residual output helps in comparing the estimated and actual values, providing insights into the relationship between variables.']}, {'end': 26612.611, 'segs': [{'end': 25862.561, 'src': 'embed', 'start': 25828.232, 'weight': 6, 'content': [{'end': 25830.553, 'text': 'so I just delete this.', 'start': 25828.232, 'duration': 2.321}, {'end': 25835.136, 'text': 'okay, and then I just want to have some cosmetic changes done.', 'start': 25830.553, 'duration': 4.583}, {'end': 25843.037, 'text': "so make sure this doesn't have any border, and that's it.", 'start': 25835.136, 'duration': 7.901}, {'end': 25847.398, 'text': 'this is the task that I perform every day.', 'start': 25843.037, 'duration': 4.361}, {'end': 25854.319, 'text': "I still don't need it and I go to the developer tab and click stop recording.", 'start': 25847.398, 'duration': 6.921}, {'end': 25862.561, 'text': 'so now I have the macro save and when I have it, I have, you know, automated these,', 'start': 25854.319, 'duration': 8.242}], 'summary': 'Task involves daily deletion and automation of cosmetic changes.', 'duration': 34.329, 'max_score': 25828.232, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ25828232.jpg'}, {'end': 26149.042, 'src': 'embed', 'start': 26119.951, 'weight': 7, 'content': [{'end': 26126.213, 'text': 'In this tutorial we will be talking about the visual basic application programming for macros.', 'start': 26119.951, 'duration': 6.262}, {'end': 26127.633, 'text': 'So here we are.', 'start': 26126.653, 'duration': 0.98}, {'end': 26131.334, 'text': 'What is VBA? Visual Basic Application.', 'start': 26128.153, 'duration': 3.181}, {'end': 26139.175, 'text': 'It is basically a visual basic application language that is used for macros in Excel.', 'start': 26131.949, 'duration': 7.226}, {'end': 26149.042, 'text': 'So what it basically does, visual basic for application is a programming language of Excel that helps you automate tasks by writing macros.', 'start': 26140.195, 'duration': 8.847}], 'summary': 'Vba is a language for excel macros, automating tasks with programming.', 'duration': 29.091, 'max_score': 26119.951, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ26119951.jpg'}, {'end': 26348.397, 'src': 'embed', 'start': 26317.277, 'weight': 0, 'content': [{'end': 26321.56, 'text': 'or write the codes and select the different range of functions that you can perform.', 'start': 26317.277, 'duration': 4.283}, {'end': 26328.346, 'text': 'And this is basically the VBA code window where you edit your or write your codes.', 'start': 26322.001, 'duration': 6.345}, {'end': 26330.75, 'text': 'The next thing is the Project Explorer.', 'start': 26329.229, 'duration': 1.521}, {'end': 26338.453, 'text': 'Project Explorer is simply like a Windows Explorer, but this, in particular, is specific to your VBA,', 'start': 26330.81, 'duration': 7.643}, {'end': 26348.397, 'text': "wherein it shows the different options that are there the Excel sheets or the worksheets that you're working on, or the modules that you have saved,", 'start': 26338.453, 'duration': 9.944}], 'summary': 'The vba code window allows you to edit codes for excel sheets and modules.', 'duration': 31.12, 'max_score': 26317.277, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ26317277.jpg'}], 'start': 25404.507, 'title': 'Excel macros and vba for automation', 'summary': 'Covers the use of excel macros for automating tasks, including removing obsolete columns and formatting reports, leading to increased efficiency. it also explains how to automate daily tasks using macros, demonstrating the ability to perform multiple steps in a single click and introduces vba as a programming language, highlighting its simplicity and time-saving capabilities.', 'chapters': [{'end': 25828.232, 'start': 25404.507, 'title': 'Excel macros and automation', 'summary': 'Discusses the use of macros in excel for automating repetitive tasks, such as removing obsolete columns and formatting reports, leading to increased efficiency and reduced manual effort.', 'duration': 423.725, 'highlights': ['Macros automate repetitive tasks in Excel, such as removing obsolete columns and formatting reports, saving time and reducing manual effort. Macros can be used to execute repetitive tasks, such as removing obsolete columns and formatting reports, resulting in time savings and reduced manual effort.', 'Recording and running macros in Excel enables the automation of tasks, improving efficiency and enabling consistent data manipulation. Recording and running macros in Excel allows for the automation of tasks, improving efficiency and ensuring consistent data manipulation.', 'Activation of macros in Excel involves adding the developer tab in the ribbon section and customizing the ribbon to enable the use of macros. Activating macros in Excel requires adding the developer tab in the ribbon section and customizing the ribbon to enable macro usage.']}, {'end': 26119.331, 'start': 25828.232, 'title': 'Excel macros for daily task automation', 'summary': 'Explains how to automate daily tasks in excel using macros, demonstrating the ability to perform multiple steps in a single click and highlighting the use of form control buttons and vba for task editing and execution.', 'duration': 291.099, 'highlights': ['The chapter demonstrates automating daily tasks in Excel using macros, reducing multiple steps into a single click and showcasing the use of form control buttons and VBA for task editing and execution. The demonstration showcases automating daily tasks in Excel using macros, reducing multiple steps into a single click and highlighting the use of form control buttons and VBA for task editing and execution.', 'The process allows for the execution of daily tasks in a single click, demonstrating efficiency and time-saving benefits. The process allows for the execution of daily tasks in a single click, demonstrating efficiency and time-saving benefits.', 'The use of form control buttons is highlighted as an alternative method for running macros, showcasing the simplicity and ease of use. The use of form control buttons is highlighted as an alternative method for running macros, showcasing the simplicity and ease of use.']}, {'end': 26239.772, 'start': 26119.951, 'title': 'Introduction to vba for excel macros', 'summary': 'Introduces visual basic for applications (vba) as a programming language for excel macros, highlighting its simplicity, time-saving capabilities, support for english-like statements, and ease of programming.', 'duration': 119.821, 'highlights': ['VBA is a visual basic application language used for macros in Excel, automating tasks and simplifying daily tasks by writing macros.', 'VBA saves time in performing tedious tasks, simplifying daily tasks by running a simple macro, and supports English-like statements, making it easy to program or edit commands.', 'The advantages of using VBA include its simplicity, time-saving capabilities, and support for English-like statements, making it easy to program or edit commands.']}, {'end': 26612.611, 'start': 26239.772, 'title': 'Vba for excel functionality', 'summary': 'Explores the vba editor interface, including the menu bar, vba code window, project explorer, properties window, immediate window, and watch window, and demonstrates how to record and run macros using vba for excel.', 'duration': 372.839, 'highlights': ['The VBA editor interface includes the menu bar, VBA code window, Project Explorer, Properties Window, Immediate Window, and Watch Window, providing essential tools for writing and debugging VBA code. This information is crucial as it outlines the key components of the VBA editor interface, which are essential for writing and debugging VBA code in Excel.', 'Demonstrates the process of recording a macro, modifying columns, deleting unnecessary data, changing font formats, and stopping the macro recording. This highlights the practical demonstration of recording a macro and making modifications to the Excel sheet, showcasing the real-world application of VBA for Excel.', 'Two methods for opening the Visual Basic for Applications window are explained - using Alt + F11 or clicking on the Visual Basic option, providing users with different ways to access the VBA interface. This provides users with clear instructions on how to access the Visual Basic for Applications window, enhancing their understanding of the VBA interface.']}], 'duration': 1208.104, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ25404507.jpg', 'highlights': ['Macros automate repetitive tasks in Excel, such as removing obsolete columns and formatting reports, saving time and reducing manual effort.', 'Recording and running macros in Excel enables the automation of tasks, improving efficiency and ensuring consistent data manipulation.', 'The process allows for the execution of daily tasks in a single click, demonstrating efficiency and time-saving benefits.', 'The use of form control buttons is highlighted as an alternative method for running macros, showcasing the simplicity and ease of use.', 'VBA is a visual basic application language used for macros in Excel, automating tasks and simplifying daily tasks by writing macros.', 'The advantages of using VBA include its simplicity, time-saving capabilities, and support for English-like statements, making it easy to program or edit commands.', 'The VBA editor interface includes the menu bar, VBA code window, Project Explorer, Properties Window, Immediate Window, and Watch Window, providing essential tools for writing and debugging VBA code.', 'Demonstrates the process of recording a macro, modifying columns, deleting unnecessary data, changing font formats, and stopping the macro recording.', 'Two methods for opening the Visual Basic for Applications window are explained - using Alt + F11 or clicking on the Visual Basic option, providing users with different ways to access the VBA interface.']}, {'end': 29127.412, 'segs': [{'end': 26670.767, 'src': 'embed', 'start': 26612.611, 'weight': 5, 'content': [{'end': 26622.489, 'text': 'okay, now go back to my code and see the macro here.', 'start': 26612.611, 'duration': 9.878}, {'end': 26628.711, 'text': 'so we see the macro here and we can see, uh, in detail what it looks like.', 'start': 26622.489, 'duration': 6.222}, {'end': 26636.173, 'text': "so we see the code, what it's doing and what the macro run has generated the code with.", 'start': 26628.711, 'duration': 7.462}, {'end': 26643.535, 'text': 'so we see we have, basically, the name of the macro is format, columns and what it is doing.', 'start': 26636.173, 'duration': 7.362}, {'end': 26647.737, 'text': 'we are just selecting the columns and deleting some.', 'start': 26643.535, 'duration': 4.202}, {'end': 26656.1, 'text': 'we are checking the range on some columns ee select, that is the e column that we have selected, and then again, so on.', 'start': 26647.737, 'duration': 8.363}, {'end': 26659.902, 'text': 'and the next thing is the font selection that is mentioned.', 'start': 26656.1, 'duration': 3.802}, {'end': 26661.183, 'text': 'we are changing it to times.', 'start': 26659.902, 'duration': 1.281}, {'end': 26662.883, 'text': 'new roman size is 11.', 'start': 26661.183, 'duration': 1.7}, {'end': 26666.985, 'text': 'so it is basically a basic vba code.', 'start': 26662.883, 'duration': 4.102}, {'end': 26670.767, 'text': 'so it starts with the sub and it should end with m sub.', 'start': 26666.985, 'duration': 3.782}], 'summary': 'The vba code includes a macro named format columns, which selects and deletes columns, checks ranges, and changes the font to times new roman size 11.', 'duration': 58.156, 'max_score': 26612.611, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ26612611.jpg'}, {'end': 26961.953, 'src': 'embed', 'start': 26911.837, 'weight': 6, 'content': [{'end': 26914.557, 'text': 'so I will discuss this in the next example.', 'start': 26911.837, 'duration': 2.72}, {'end': 26928.562, 'text': "okay, so in the next example I'll try to sub or use a string value for it and I put it as string.", 'start': 26914.557, 'duration': 14.005}, {'end': 26938.623, 'text': 'so string is my name.', 'start': 26928.562, 'duration': 10.061}, {'end': 26944.548, 'text': 'so as soon as i hit enter, it ends with the end sub prompt and now i can i get my code.', 'start': 26938.623, 'duration': 5.925}, {'end': 26950.994, 'text': 'so i put it as dim book, as string.', 'start': 26944.548, 'duration': 6.446}, {'end': 26961.953, 'text': "okay, now i'm trying to use, uh, name a country or put a value of a country to one of the cells.", 'start': 26950.994, 'duration': 10.959}], 'summary': 'Demonstrating use of string value and assigning it to a variable.', 'duration': 50.116, 'max_score': 26911.837, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ26911837.jpg'}, {'end': 27262.606, 'src': 'embed', 'start': 27215.316, 'weight': 11, 'content': [{'end': 27221.359, 'text': 'okay, you can give anywhere I mean any string or any statement what my user input will be.', 'start': 27215.316, 'duration': 6.043}, {'end': 27235.314, 'text': 'i will define it here because this is the report for adk.', 'start': 27221.359, 'duration': 13.955}, {'end': 27236.055, 'text': "let's make it simple.", 'start': 27235.314, 'duration': 0.741}, {'end': 27249.383, 'text': "okay, and where I'm going to put it is in the active cell or the cell that I have it select.", 'start': 27237.441, 'duration': 11.942}, {'end': 27252.644, 'text': 'okay, what will be the value?', 'start': 27249.383, 'duration': 3.261}, {'end': 27255.325, 'text': 'the value will be the user input.', 'start': 27252.644, 'duration': 2.681}, {'end': 27262.606, 'text': 'I have defined user input as this is a report for VBA.', 'start': 27255.325, 'duration': 7.281}], 'summary': 'Defining user input for a report in vba to be placed in the active cell.', 'duration': 47.29, 'max_score': 27215.316, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ27215316.jpg'}, {'end': 27600.963, 'src': 'embed', 'start': 27556.184, 'weight': 9, 'content': [{'end': 27567.453, 'text': "next I'm going to show you a code wherein you can give a value or assign a value to a particular cell by simple code.", 'start': 27556.184, 'duration': 11.269}, {'end': 27574.379, 'text': 'so we name it as add value.', 'start': 27567.453, 'duration': 6.926}, {'end': 27575.9, 'text': 'now I specify the range.', 'start': 27574.379, 'duration': 1.521}, {'end': 27585.272, 'text': 'I mean where I am going to specify a cell where the value will be given to the cell.', 'start': 27575.9, 'duration': 9.372}, {'end': 27588.855, 'text': "I'm going to give it as B5.", 'start': 27586.373, 'duration': 2.482}, {'end': 27594.719, 'text': 'Okay, to put it in quotes, close the parenthesis.', 'start': 27588.875, 'duration': 5.844}, {'end': 27600.963, 'text': "What is the value that I'm going to give? Value equals 250.", 'start': 27596.54, 'duration': 4.423}], 'summary': 'Code to assign value 250 to cell b5.', 'duration': 44.779, 'max_score': 27556.184, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ27556184.jpg'}, {'end': 28456.184, 'src': 'embed', 'start': 28423.219, 'weight': 2, 'content': [{'end': 28428.63, 'text': "with this, the next thing i'm going to talk about is the if statement.", 'start': 28423.219, 'duration': 5.411}, {'end': 28437.533, 'text': 'if statement is one of the most widely used statement, and whoever is in programming are very much familiar with this function.', 'start': 28428.63, 'duration': 8.903}, {'end': 28441.034, 'text': 'so what it does is we specify a condition.', 'start': 28437.533, 'duration': 3.501}, {'end': 28445.276, 'text': 'if a condition is met, then the output output should be such and such.', 'start': 28441.034, 'duration': 4.242}, {'end': 28456.184, 'text': 'we can specify the condition and it will check whether that condition is there and if it is specified, if it is achieved,', 'start': 28445.276, 'duration': 10.908}], 'summary': "The 'if' statement is widely used in programming to specify conditions and determine outputs.", 'duration': 32.965, 'max_score': 28423.219, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ28423219.jpg'}, {'end': 28502.155, 'src': 'embed', 'start': 28475.544, 'weight': 3, 'content': [{'end': 28487.529, 'text': 'if, suppose you specify a condition and if that condition is met, then the result, you specify the condition and the result.', 'start': 28475.544, 'duration': 11.985}, {'end': 28498.333, 'text': 'okay. so this is one thing, and then you can specify the else, or else condition wherein you know you specify the condition to,', 'start': 28487.529, 'duration': 10.804}, {'end': 28502.155, 'text': 'then the result should be this.', 'start': 28498.333, 'duration': 3.822}], 'summary': 'Explains the usage of if-else conditions in programming.', 'duration': 26.611, 'max_score': 28475.544, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ28475544.jpg'}, {'end': 28634.405, 'src': 'embed', 'start': 28582.945, 'weight': 12, 'content': [{'end': 28597.705, 'text': "i specify it as integer okay, and then there's another variable that i have to set result as string.", 'start': 28582.945, 'duration': 14.76}, {'end': 28602.387, 'text': 'okay, now, what the score will be?', 'start': 28597.705, 'duration': 4.682}, {'end': 28603.088, 'text': 'the score.', 'start': 28602.387, 'duration': 0.701}, {'end': 28605.409, 'text': 'i have to specify the range.', 'start': 28603.088, 'duration': 2.321}, {'end': 28607.529, 'text': "score i'm giving it as a range.", 'start': 28605.409, 'duration': 2.12}, {'end': 28615.873, 'text': "i mean it's in my cell a1.", 'start': 28607.529, 'duration': 8.344}, {'end': 28619.614, 'text': 'okay, i specify the range.', 'start': 28615.873, 'duration': 3.741}, {'end': 28620.255, 'text': 'what is it?', 'start': 28619.614, 'duration': 0.641}, {'end': 28634.405, 'text': 'it is a value, okay, so it should be a dot, okay.', 'start': 28620.255, 'duration': 14.15}], 'summary': 'Setting integer variable and specifying range for score calculation.', 'duration': 51.46, 'max_score': 28582.945, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ28582945.jpg'}, {'end': 28727.097, 'src': 'embed', 'start': 28668.385, 'weight': 7, 'content': [{'end': 28672.768, 'text': 'Okay And now where I want to specify my result.', 'start': 28668.385, 'duration': 4.383}, {'end': 28674.749, 'text': 'I should give a range for that as well.', 'start': 28673.168, 'duration': 1.581}, {'end': 28677.591, 'text': 'So I give it in the next column or any one.', 'start': 28675.349, 'duration': 2.242}, {'end': 28703.453, 'text': "is the basic uh example value should be the result okay let's see how it runs see says pass change to 40.", 'start': 28681.604, 'duration': 21.849}, {'end': 28707.435, 'text': "it doesn't give me anything, because i have specified only one condition here.", 'start': 28703.453, 'duration': 3.982}, {'end': 28727.097, 'text': "okay, so this way it's very basic condition that you are specifying.", 'start': 28707.435, 'duration': 19.662}], 'summary': 'Specified result range, basic condition specified in the example value.', 'duration': 58.712, 'max_score': 28668.385, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ28668385.jpg'}, {'end': 28801.2, 'src': 'embed', 'start': 28755.273, 'weight': 1, 'content': [{'end': 28760.895, 'text': 'So here again we will use two variables that is the score as integer and the result as a string.', 'start': 28755.273, 'duration': 5.622}, {'end': 28763.236, 'text': "And let's stick to the same values.", 'start': 28761.315, 'duration': 1.921}, {'end': 28773.759, 'text': 'Now, I am going to specify it and if the score is greater than 60, then the result.', 'start': 28764.694, 'duration': 9.065}, {'end': 28783.245, 'text': 'So, the result will be pass as it is before and then I am going to specify another condition.', 'start': 28775.14, 'duration': 8.105}, {'end': 28791.59, 'text': 'Else, the result should be fail.', 'start': 28784.225, 'duration': 7.365}, {'end': 28801.2, 'text': 'okay. and now i have to put it as a end.', 'start': 28796.539, 'duration': 4.661}], 'summary': "Using two variables, if score > 60, result is 'pass'; else, result is 'fail'.", 'duration': 45.927, 'max_score': 28755.273, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ28755273.jpg'}, {'end': 28989.442, 'src': 'embed', 'start': 28955.721, 'weight': 0, 'content': [{'end': 28964.943, 'text': "okay, so i'm setting up a range, and how it ends is it gives me a value.", 'start': 28955.721, 'duration': 9.222}, {'end': 28970.713, 'text': 'Now it executes this and goes to the next.', 'start': 28968.652, 'duration': 2.061}, {'end': 28971.994, 'text': "So I'll explain you how.", 'start': 28970.733, 'duration': 1.261}, {'end': 28973.434, 'text': 'So we are setting up a loop.', 'start': 28972.394, 'duration': 1.04}, {'end': 28977.797, 'text': 'We are setting up an integer, a variable, x as integer.', 'start': 28973.514, 'duration': 4.283}, {'end': 28981.558, 'text': 'And we are setting the value of x to be 1 to 24.', 'start': 28978.297, 'duration': 3.261}, {'end': 28989.442, 'text': 'So here for 1, it executes, the first thing is it takes x as 1 and it fills in a1.', 'start': 28981.558, 'duration': 7.884}], 'summary': 'Setting up a loop with x ranging from 1 to 24, resulting in execution for each value.', 'duration': 33.721, 'max_score': 28955.721, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ28955721.jpg'}], 'start': 26612.611, 'title': 'Vba code functions and practical application', 'summary': "Discusses vba code 'format columns' and its structure, use of 'dim' keyword, and practical application in assigning values to cells. it also covers using different data types and message boxes in vba, assigning values to cells, cell range assignments, and excel vba selection and manipulation. additionally, it introduces if and for loop statements along with their practical applications.", 'chapters': [{'end': 26844.69, 'start': 26612.611, 'title': 'Understanding vba code and basic functions', 'summary': "Explains a vba code 'format columns' and its detailed structure, including the usage of the 'dim' keyword and its practical application in assigning values to cells, exemplified by setting the value of cell b5 to 500.", 'duration': 232.079, 'highlights': ["The chapter explains a VBA code 'format columns' and its detailed structure The chapter provides a detailed explanation of a VBA code named 'format columns' and its structure.", "The usage of the 'dim' keyword and its practical application in assigning values to cells The 'dim' keyword in VBA is explained as a way to declare variables, demonstrated by assigning the value of cell B5 to 500."]}, {'end': 27552.417, 'start': 26844.69, 'title': 'Using dim keyword and message box in vba', 'summary': 'Covers the usage of the dim keyword to assign different data types like string, double, and date, and demonstrates the use of message boxes to display values and custom messages in vba, with examples of assigning string values to cells and displaying welcome messages.', 'duration': 707.727, 'highlights': ['The chapter covers the usage of the dim keyword to assign different data types like string, double, and date, and demonstrates the use of message boxes to display values and custom messages in VBA.', 'It explains the usage of the dim keyword for assigning string values to cells, such as assigning the name of a country to a specific cell using VBA code.', "Demonstrates the creation and display of a message box to show the value of a variable, exemplified by displaying the value of variable 'A' using VBA.", 'It showcases the use of message boxes to display custom welcome messages, such as a welcome message when opening an Excel worksheet, using VBA code.']}, {'end': 27937.058, 'start': 27556.184, 'title': 'Vba code for cell value assignment', 'summary': 'Demonstrates using vba code to assign values to specific cells or ranges, such as assigning 250 to cell b5, 450 to cells b1 through b5, and 230 to cells c1 through c4 and d1 through d4; showcasing the simplicity and practical application of vba for such tasks.', 'duration': 380.874, 'highlights': ['The VBA code demonstrates assigning a value of 250 to the cell B5, showcasing the simple syntax and direct cell targeting.', 'A more comprehensive example illustrates assigning 450 to cells B1 through B5 and 230 to cells C1 through C4 and D1 through D4, highlighting the versatility of assigning values to ranges of cells using VBA.', 'The chapter further exhibits the ease of assigning a value of 10 to a specified cell 06, 7, emphasizing the straightforwardness of cell-specific value assignment using VBA.', 'It then presents a scenario where VBA is employed to select a range of cells and assign a value, exemplifying the practical utility of VBA in streamlining routine tasks.', 'Lastly, it demonstrates using VBA to solely select a range of cells, underscoring the flexibility of VBA in streamlining various spreadsheet operations.']}, {'end': 28423.219, 'start': 27937.058, 'title': 'Excel vba selection and manipulation', 'summary': 'Explains how to select and manipulate cell ranges in excel vba, demonstrating how to copy, paste, and count cells, with examples showing the selection and manipulation of cell ranges in different worksheets.', 'duration': 486.161, 'highlights': ['Demonstrating selection and manipulation of cell ranges in different worksheets The chapter explains how to select and manipulate cell ranges in different worksheets, demonstrating the process of specifying worksheets, activating them, and selecting ranges with examples.', 'Copying and pasting cell contents to another location The chapter provides a simple code example for copying and pasting cell contents to another location, specifying the range for copying, the function of copying, and the range for pasting, demonstrating the straightforward process.', 'Calculating the number of cells, rows, and columns The chapter demonstrates how to calculate the number of cells, rows, and columns by specifying the range, setting a message box to display the count, and showcasing examples for counting the number of cells, rows, and columns.']}, {'end': 29127.412, 'start': 28423.219, 'title': 'If and for loop statements', 'summary': 'Introduces the if statement as a widely used function in programming, allowing the specification of conditions and outputs, with a subsequent demonstration of using if-else statements to handle multiple conditions. it then discusses the for loop statement for executing tasks sequentially and repeatedly, exemplified by filling a column with values using a loop and color coding the output in another column.', 'duration': 704.193, 'highlights': ['The chapter introduces the if statement as a widely used function in programming, allowing the specification of conditions and outputs. The if statement is highlighted as one of the most widely used statements in programming for specifying conditions and outputs.', 'Demonstration of using if-else statements to handle multiple conditions. The demonstration of using if-else statements to handle multiple conditions is emphasized, with the example of specifying pass or fail based on a score.', 'Discussion of the for loop statement for executing tasks sequentially and repeatedly. The discussion of the for loop statement for executing tasks sequentially and repeatedly is highlighted, with an example of filling a column with values using a loop.', 'Example of color coding the output in another column using the for loop statement. An example of color coding the output in another column using the for loop statement is highlighted, with the demonstration of assigning different colors to each number in the column.']}], 'duration': 2514.801, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ26612611.jpg', 'highlights': ["The chapter provides a detailed explanation of a VBA code named 'format columns' and its structure.", "The 'dim' keyword in VBA is explained as a way to declare variables, demonstrated by assigning the value of cell B5 to 500.", 'The chapter covers the usage of the dim keyword to assign different data types like string, double, and date, and demonstrates the use of message boxes to display values and custom messages in VBA.', 'It showcases the use of message boxes to display custom welcome messages, such as a welcome message when opening an Excel worksheet, using VBA code.', 'A more comprehensive example illustrates assigning 450 to cells B1 through B5 and 230 to cells C1 through C4 and D1 through D4, highlighting the versatility of assigning values to ranges of cells using VBA.', 'The chapter further exhibits the ease of assigning a value of 10 to a specified cell 06, 7, emphasizing the straightforwardness of cell-specific value assignment using VBA.', 'The chapter explains how to select and manipulate cell ranges in different worksheets, demonstrating the process of specifying worksheets, activating them, and selecting ranges with examples.', 'The chapter provides a simple code example for copying and pasting cell contents to another location, specifying the range for copying, the function of copying, and the range for pasting, demonstrating the straightforward process.', 'The chapter demonstrates how to calculate the number of cells, rows, and columns by specifying the range, setting a message box to display the count, and showcasing examples for counting the number of cells, rows, and columns.', 'The if statement is highlighted as one of the most widely used statements in programming for specifying conditions and outputs.', 'The demonstration of using if-else statements to handle multiple conditions is emphasized, with the example of specifying pass or fail based on a score.', 'The discussion of the for loop statement for executing tasks sequentially and repeatedly is highlighted, with an example of filling a column with values using a loop.', 'An example of color coding the output in another column using the for loop statement is highlighted, with the demonstration of assigning different colors to each number in the column.']}, {'end': 30450.378, 'segs': [{'end': 29376.001, 'src': 'embed', 'start': 29344.315, 'weight': 5, 'content': [{'end': 29348.036, 'text': 'so total profit is the difference between total revenue and the total cost.', 'start': 29344.315, 'duration': 3.721}, {'end': 29356.595, 'text': 'finally, we have created two more columns, that is, order year and then we have order month.', 'start': 29349.392, 'duration': 7.203}, {'end': 29361.217, 'text': 'now these two columns were actually generated using the power query features.', 'start': 29356.595, 'duration': 4.622}, {'end': 29367.46, 'text': 'so we use the order date column, which is this column, and extracted order year and order month.', 'start': 29361.217, 'duration': 6.243}, {'end': 29376.001, 'text': 'so first we are going to create a revenue dashboard where we will focus on generating reports for revenue by order year and revenue by year and region,', 'start': 29367.46, 'duration': 8.541}], 'summary': 'Total profit is the difference between revenue and cost. created order year and month columns using power query features for generating revenue reports.', 'duration': 31.686, 'max_score': 29344.315, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ29344315.jpg'}, {'end': 29473.589, 'src': 'embed', 'start': 29409.881, 'weight': 1, 'content': [{'end': 29413.602, 'text': 'You can see my table range is selected.', 'start': 29409.881, 'duration': 3.721}, {'end': 29420.444, 'text': "Next, I want to place my pivot table in a new worksheet and let's just click on OK.", 'start': 29414.942, 'duration': 5.502}, {'end': 29422.845, 'text': 'there you go.', 'start': 29421.684, 'duration': 1.161}, {'end': 29426.948, 'text': 'so we have a new sheet where I can place my pivot table.', 'start': 29422.845, 'duration': 4.103}, {'end': 29431.691, 'text': 'so first I need to find the total revenue generated by each year.', 'start': 29426.948, 'duration': 4.743}, {'end': 29443.359, 'text': "so what I'll do is I'll drag my order year column under rows and then I'll select the total revenue column under values.", 'start': 29431.691, 'duration': 11.668}, {'end': 29446.521, 'text': 'you can see, I have my pivot chart ready.', 'start': 29443.359, 'duration': 3.162}, {'end': 29449.102, 'text': 'now, if you want, you can sort this.', 'start': 29446.521, 'duration': 2.581}, {'end': 29457.521, 'text': 'so from the data, you can see we have order year from 2010 to 2017.', 'start': 29449.102, 'duration': 8.419}, {'end': 29462.264, 'text': "now, based on this data, let's create our pivot chart.", 'start': 29457.521, 'duration': 4.743}, {'end': 29464.905, 'text': "so I'll click on any cell.", 'start': 29462.264, 'duration': 2.641}, {'end': 29469.447, 'text': 'go to insert and here you have the option to select recommended charts.', 'start': 29464.905, 'duration': 4.542}, {'end': 29471.708, 'text': 'I click on this now.', 'start': 29469.447, 'duration': 2.261}, {'end': 29473.589, 'text': 'actually I want a line chart.', 'start': 29471.708, 'duration': 1.881}], 'summary': 'Creating a pivot table to analyze total revenue generated by year, and generating a line chart based on the data.', 'duration': 63.708, 'max_score': 29409.881, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ29409881.jpg'}, {'end': 30008.157, 'src': 'embed', 'start': 29971.176, 'weight': 2, 'content': [{'end': 29981.341, 'text': 'Okay, you can also format the y-axis in terms of millions.', 'start': 29971.176, 'duration': 10.165}, {'end': 29987.149, 'text': "so I'll right click on this axis and I'll select format axis.", 'start': 29981.341, 'duration': 5.808}, {'end': 29993.177, 'text': "I'll scroll down and here we have the number drop down.", 'start': 29987.149, 'duration': 6.028}, {'end': 29995.781, 'text': 'let me scroll again under category.', 'start': 29993.177, 'duration': 2.604}, {'end': 30002.71, 'text': "i'll select custom and we'll use this format that we created for our previous chart.", 'start': 29995.781, 'duration': 6.929}, {'end': 30003.631, 'text': 'there you go.', 'start': 30002.71, 'duration': 0.921}, {'end': 30008.157, 'text': 'you can see our access labels have been changed in terms of millions now.', 'start': 30003.631, 'duration': 4.526}], 'summary': 'Format y-axis in millions for improved readability.', 'duration': 36.981, 'max_score': 29971.176, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ29971176.jpg'}, {'end': 30364.416, 'src': 'embed', 'start': 30323.411, 'weight': 0, 'content': [{'end': 30324.232, 'text': 'Let me close this.', 'start': 30323.411, 'duration': 0.821}, {'end': 30330.396, 'text': 'I will just move this to the center.', 'start': 30324.252, 'duration': 6.144}, {'end': 30334.039, 'text': 'All right.', 'start': 30333.678, 'duration': 0.361}, {'end': 30341.724, 'text': 'Now if you want, you can change the color of the text as well.', 'start': 30338.402, 'duration': 3.322}, {'end': 30346.848, 'text': "So let's have it in white color and see how it looks.", 'start': 30342.505, 'duration': 4.343}, {'end': 30349.149, 'text': 'Okay, so this looks pretty decent.', 'start': 30347.368, 'duration': 1.781}, {'end': 30356.328, 'text': 'Cool. now moving to our next report.', 'start': 30349.95, 'duration': 6.378}, {'end': 30361.553, 'text': 'so this time we are going to find the total revenue by countries.', 'start': 30356.328, 'duration': 5.225}, {'end': 30364.416, 'text': 'so we have multiple countries present in our data set.', 'start': 30361.553, 'duration': 2.863}], 'summary': 'Discussing text color change and next report on finding total revenue by countries.', 'duration': 41.005, 'max_score': 30323.411, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ30323411.jpg'}], 'start': 29128.252, 'title': 'Excel dashboards and revenue analysis', 'summary': 'Covers the process of creating excel dashboards using a sample sales dataset, revenue analysis, including pivot tables and charts, and company revenue analysis from 2010 to 2017, highlighting revenue trends and chart formatting. the sample sales dataset consists of 1000 rows and 17 columns, with company revenue peaking at 195 million in 2014 and declining to 96 million in 2017.', 'chapters': [{'end': 29241.572, 'start': 29128.252, 'title': 'Creating excel dashboards with sample sales data', 'summary': 'Covers the process of creating two dashboards using a sample sales dataset in excel, explaining the concept of dashboards, their advantages, and the types of dashboards, while also highlighting the size and structure of the sample sales dataset, which consists of 1000 rows and 17 columns.', 'duration': 113.32, 'highlights': ['The sample sales dataset consists of 1000 rows and 17 columns. The dataset used for creating the dashboards contains 1000 rows and 17 columns, indicating the size and structure of the dataset.', 'Dashboards in Excel provide a visual interface for key measures, aiding in quick decision-making. Dashboards in Excel offer a visual interface for key measures, facilitating quick decision-making, and providing a high-level overview of the business.', 'Dashboards allow quick detection of outliers and correlations, saving time compared to running multiple reports. Dashboards enable the quick detection of outliers and correlations, ultimately saving time in comparison to running multiple reports.']}, {'end': 29724.065, 'start': 29242.672, 'title': 'Revenue analysis and dashboard creation', 'summary': 'Covers a detailed explanation of the columns in the dataset, the process of creating a revenue dashboard, including the generation of pivot tables and pivot charts, and formatting them for better readability, focusing on the total revenue generated each year and its presentation in the form of a line chart.', 'duration': 481.393, 'highlights': ['Explanation of dataset columns and their significance The speaker provides a detailed explanation of the dataset columns, including region, country names, item type, sales channel, order priority, order date, order ID, ship date, units sold, unit price, unit cost, total revenue, total cost, total profit, order year, and order month.', 'Generation of pivot tables and pivot charts for revenue analysis The process of generating a pivot table to display the total revenue generated by each year and creating a pivot chart to present the revenue data in the form of a line chart, covering the years 2010 to 2017.', 'Formatting the pivot chart for better readability Detailed steps for formatting the pivot chart, including deleting field buttons, editing the chart title, adding axis titles, removing the legend, selecting a chart style, adding data labels, and custom formatting of revenue values to display in millions.']}, {'end': 29933.577, 'start': 29724.065, 'title': 'Company revenue analysis', 'summary': 'Provides an analysis of company revenue from 2010 to 2017, with a peak of 195 million in 2014 and a decline to 96 million in 2017, also highlighting the revenue trends in different regions and the highest sales in sub saharan africa in 2012.', 'duration': 209.512, 'highlights': ['The revenue peaked at 195 million in 2014 and dropped to 96 million in 2017, indicating significant fluctuation over the years.', 'Sub Saharan Africa recorded the highest sales in 2012, demonstrating a notable performance compared to other regions.', 'The revenue for North America was significantly low compared to other regions, indicating a potential area for improvement.', 'The revenue trend for Europe between 2010 and 2017 showed fluctuations with significant drops in 2012 and 2015, and a spike in 2013, presenting a varying performance over the years.']}, {'end': 30450.378, 'start': 29933.577, 'title': 'Chart formatting and creation', 'summary': 'Covers formatting and creating various types of charts, including a combo chart, pie chart, and horizontal bar chart, using excel. it demonstrates creating a pivot table, formatting chart elements, and adding titles. the chapter emphasizes visualizing revenue data by region, order priority, and country.', 'duration': 516.801, 'highlights': ['Creating a combo chart Demonstrates creating a combo chart in Excel to visualize revenue and total cost by region, including deleting field buttons and legend, adding data labels, and formatting axis labels in millions.', 'Creating a pie chart Illustrates creating a pie chart to visualize revenue by order priority, involving removing field buttons and legend, adding data labels, and formatting data labels in millions.', 'Creating a horizontal bar chart Explains creating a horizontal bar chart to visualize revenue by country, including renaming the sheet, creating a pivot table, and visualizing revenue for multiple countries.']}], 'duration': 1322.126, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ29128252.jpg', 'highlights': ['The revenue peaked at 195 million in 2014 and dropped to 96 million in 2017, indicating significant fluctuation over the years.', 'Dashboards in Excel offer a visual interface for key measures, facilitating quick decision-making, and providing a high-level overview of the business.', 'The sample sales dataset consists of 1000 rows and 17 columns, indicating the size and structure of the dataset.', 'Generation of pivot tables and pivot charts for revenue analysis, covering the years 2010 to 2017.', 'Sub Saharan Africa recorded the highest sales in 2012, demonstrating a notable performance compared to other regions.', 'Creating a combo chart in Excel to visualize revenue and total cost by region, including deleting field buttons and legend, adding data labels, and formatting axis labels in millions.']}, {'end': 33317.726, 'segs': [{'end': 31074.638, 'src': 'embed', 'start': 31009.146, 'weight': 0, 'content': [{'end': 31015.149, 'text': 'similarly, let me bring in all the other charts as well, alright.', 'start': 31009.146, 'duration': 6.003}, {'end': 31020.051, 'text': 'so now you can see I have added all my charts and graphs to this dashboard.', 'start': 31015.149, 'duration': 4.902}, {'end': 31030.897, 'text': 'So you can see here we have our line charts, our column charts, the combo charts, the spy chart and others.', 'start': 31021.192, 'duration': 9.705}, {'end': 31036.02, 'text': 'Now let me go ahead and format these charts a little more.', 'start': 31031.798, 'duration': 4.222}, {'end': 31038.601, 'text': 'So you can see this looks a bit cluttered.', 'start': 31036.36, 'duration': 2.241}, {'end': 31042.103, 'text': "So let's adjust the labels.", 'start': 31039.382, 'duration': 2.721}, {'end': 31044.565, 'text': 'Let me bring this down.', 'start': 31042.463, 'duration': 2.102}, {'end': 31048.727, 'text': "Similarly, I'll bring 190 million a little below.", 'start': 31045.665, 'duration': 3.062}, {'end': 31054.384, 'text': 'alright, this looks fine.', 'start': 31052.443, 'duration': 1.941}, {'end': 31064.912, 'text': "now one more thing we are going to do is we'll remove the white background from each of the charts and make it transparent.", 'start': 31054.384, 'duration': 10.528}, {'end': 31066.913, 'text': 'so let me show you how to do it.', 'start': 31064.912, 'duration': 2.001}, {'end': 31068.954, 'text': "so I'll select this chart.", 'start': 31066.913, 'duration': 2.041}, {'end': 31074.638, 'text': "then I'll right click and go to format chart area.", 'start': 31068.954, 'duration': 5.684}], 'summary': 'Dashboard includes various charts and graphs, with 190 million data, and formatting adjustments made for better clarity and transparency.', 'duration': 65.492, 'max_score': 31009.146, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ31009146.jpg'}, {'end': 31893.008, 'src': 'embed', 'start': 31867.483, 'weight': 4, 'content': [{'end': 31872.445, 'text': 'Next, we are going to show the total profit by countries.', 'start': 31867.483, 'duration': 4.962}, {'end': 31874.447, 'text': 'For this, I am going to create a map.', 'start': 31872.966, 'duration': 1.481}, {'end': 31876.808, 'text': 'So let me first create my pivot table.', 'start': 31875.007, 'duration': 1.801}, {'end': 31880.33, 'text': "So I'll go to insert and I'll click on pivot table.", 'start': 31877.546, 'duration': 2.784}, {'end': 31883.054, 'text': 'Let me click on OK.', 'start': 31882.012, 'duration': 1.042}, {'end': 31893.008, 'text': "Since I want the country name, so I'll select country under rows and then I have my total profit under values.", 'start': 31884.596, 'duration': 8.412}], 'summary': 'Creating a pivot table to show total profit by countries.', 'duration': 25.525, 'max_score': 31867.483, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ31867483.jpg'}, {'end': 31984.631, 'src': 'embed', 'start': 31958.638, 'weight': 2, 'content': [{'end': 31964.76, 'text': 'as you can see, our map has a color scale which comes from light, gray color to dark blue color.', 'start': 31958.638, 'duration': 6.122}, {'end': 31971.781, 'text': 'So the countries that are in gray or you can say light blue have the lowest amount of profit,', 'start': 31965.512, 'duration': 6.269}, {'end': 31980.253, 'text': 'while the regions or the countries that have been shaded in dark color or dark blue color have highest amount of profit.', 'start': 31971.781, 'duration': 8.472}, {'end': 31984.631, 'text': 'I will go ahead and delete this scale.', 'start': 31981.508, 'duration': 3.123}], 'summary': 'Map shows profit levels with color scale, lowest in light blue, highest in dark blue.', 'duration': 25.993, 'max_score': 31958.638, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ31958638.jpg'}, {'end': 32421.61, 'src': 'embed', 'start': 32270.808, 'weight': 3, 'content': [{'end': 32275.372, 'text': "okay, let's also delete the lines.", 'start': 32270.808, 'duration': 4.564}, {'end': 32286.826, 'text': "cool, now, let me just rename this sheet so I'll write profit by Let's see which stands for sales channel.", 'start': 32275.372, 'duration': 11.454}, {'end': 32294.474, 'text': "Cool Finally, I'm going to create a report that will show the revenue and profit by items.", 'start': 32287.967, 'duration': 6.507}, {'end': 32299.118, 'text': "So I'll go ahead and create my pivot table first.", 'start': 32295.355, 'duration': 3.763}, {'end': 32304.464, 'text': "This time, I'll choose my total profit under values.", 'start': 32300.299, 'duration': 4.165}, {'end': 32308.868, 'text': "And we'll also have the revenue column.", 'start': 32305.945, 'duration': 2.923}, {'end': 32314.133, 'text': "so I'll put my revenue at the top.", 'start': 32311.232, 'duration': 2.901}, {'end': 32319.134, 'text': "then I'm going to select item type under rows.", 'start': 32314.133, 'duration': 5.001}, {'end': 32321.375, 'text': 'so here is my pivot table.', 'start': 32319.134, 'duration': 2.241}, {'end': 32329.777, 'text': 'based on this pivot table, let me now create a combo chart so you can see the preview of the chart.', 'start': 32321.375, 'duration': 8.402}, {'end': 32334.458, 'text': 'the blue bars represent the total revenue and the orange line represents the total profit.', 'start': 32329.777, 'duration': 4.681}, {'end': 32336.383, 'text': "I'll click on OK.", 'start': 32335.603, 'duration': 0.78}, {'end': 32338.244, 'text': 'Let me close this.', 'start': 32337.444, 'duration': 0.8}, {'end': 32342.386, 'text': "First, let's remove the field buttons.", 'start': 32339.785, 'duration': 2.601}, {'end': 32347.048, 'text': "Let's also remove the legend here.", 'start': 32343.566, 'duration': 3.482}, {'end': 32350.269, 'text': "Then we'll add a chart title.", 'start': 32348.929, 'duration': 1.34}, {'end': 32364.475, 'text': "I'll name it as revenue and profit by items.", 'start': 32351.009, 'duration': 13.466}, {'end': 32371.721, 'text': 'Okay If you want, you can also go ahead and change the color of the bars.', 'start': 32366.252, 'duration': 5.469}, {'end': 32377.59, 'text': 'So let me just select one of these colors.', 'start': 32372.983, 'duration': 4.607}, {'end': 32387.275, 'text': 'Okay, alright, so we have our five reports ready that we are going to use for our profit dashboard.', 'start': 32377.93, 'duration': 9.345}, {'end': 32393.08, 'text': "next, let's create a new sheet and we'll get started with building our dashboard.", 'start': 32387.275, 'duration': 5.805}, {'end': 32394.521, 'text': "so I'll click on a new sheet.", 'start': 32393.08, 'duration': 1.441}, {'end': 32401.448, 'text': 'let me just rename this as profit dashboard.', 'start': 32394.521, 'duration': 6.927}, {'end': 32404.938, 'text': "alright, We'll continue with the previous drill.", 'start': 32401.448, 'duration': 3.49}, {'end': 32411.643, 'text': "So first of all, let's go to the view tab and remove the grid lines.", 'start': 32405.899, 'duration': 5.744}, {'end': 32418.988, 'text': "Now we'll insert a background image like we did for our revenue dashboard.", 'start': 32412.684, 'duration': 6.304}, {'end': 32421.61, 'text': "So I'll go to insert under illustrations.", 'start': 32419.008, 'duration': 2.602}], 'summary': 'Created pivot table and combo chart to show revenue and profit by items, along with other dashboard preparations.', 'duration': 150.802, 'max_score': 32270.808, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ32270808.jpg'}, {'end': 32995.417, 'src': 'embed', 'start': 32959.792, 'weight': 9, 'content': [{'end': 32967.057, 'text': 'similarly, you can see here the profit by sales channel for 2012.', 'start': 32959.792, 'duration': 7.265}, {'end': 32975.303, 'text': 'from the map you can see the different countries and the profit each of these countries made in 2012.', 'start': 32967.057, 'duration': 8.246}, {'end': 32980.387, 'text': 'if I scroll down, you can see the revenue and profit by items.', 'start': 32975.303, 'duration': 5.084}, {'end': 32989.173, 'text': "now, if I select another year, let's say 2013, I can just drag this to the right.", 'start': 32980.387, 'duration': 8.786}, {'end': 32995.417, 'text': 'and now you can see are profit by year and sales channel.', 'start': 32989.173, 'duration': 6.244}], 'summary': 'Visualizes profit by sales channel and year using 2012 and 2013 data.', 'duration': 35.625, 'max_score': 32959.792, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ32959792.jpg'}], 'start': 30451.229, 'title': 'Creating excel dashboards and analyzing data', 'summary': 'Covers creating pivot charts and revenue dashboards, adding background images, formatting, and text boxes to enhance visual appeal, using slicers and timelines for data analysis, and creating profit dashboards with specific examples and formatting details, demonstrating interactivity with slicers and timelines.', 'chapters': [{'end': 30737.303, 'start': 30451.229, 'title': 'Creating pivot charts and revenue dashboard', 'summary': 'Explains the process of creating pivot charts for revenue analysis, including formatting and visualization, and concludes by merging the charts into a revenue dashboard.', 'duration': 286.074, 'highlights': ['The chapter demonstrates creating pivot charts for revenue analysis, providing insights into revenue distribution by country and item type. It explains the process of creating pivot charts for revenue analysis, providing insights into revenue distribution by country and item type, including formatting and visualization.', 'Demonstrates the steps to format the pivot charts by removing field buttons, legend, and editing chart titles, as well as selecting styles and colors for enhanced visualization. It illustrates the steps to format the pivot charts by removing field buttons, legend, and editing chart titles, as well as selecting styles and colors for enhanced visualization.', 'Explains the process of merging the created pivot charts into a revenue dashboard for comprehensive analysis and display. It explains the process of merging the created pivot charts into a revenue dashboard for comprehensive analysis and display.']}, {'end': 31260.439, 'start': 30738.143, 'title': 'Creating excel dashboard with background image and formatting', 'summary': 'Focuses on creating an excel dashboard by adding a background image, inserting text boxes and icons, placing charts, and formatting them to enhance the visual appeal, resulting in a well-designed and visually appealing dashboard.', 'duration': 522.296, 'highlights': ["Adding background image and formatting text boxes and icons The process involves inserting a background image, adding text boxes with transparent formatting, and inserting visually appealing icons to enhance the dashboard's appearance.", 'Placing and resizing charts on the dashboard The steps include copying and pasting various charts onto the dashboard and resizing them to ensure they fit appropriately within the dashboard layout.', 'Formatting charts by removing background, grid lines, and outlines The process involves making the chart backgrounds transparent, removing grid lines, and eliminating outlines to enhance the visual appeal and readability of the charts.']}, {'end': 31537.018, 'start': 31260.439, 'title': 'Dashboard slicers and timelines', 'summary': 'Explains the process of formatting revenue data in the millions, adding slicers and timelines to the dashboard to analyze revenue by different categories, and connecting the slicers to the pivot tables for data filtering.', 'duration': 276.579, 'highlights': ['The chapter explains the process of formatting revenue data in the millions. The Y-axis labels and total revenue for year and region are all formatted in terms of millions.', 'Adding slicers and timelines to the dashboard to analyze revenue by different categories. Slicers are used to format data based on a particular column, and timelines allow analyzing revenue generated on a particular year or month.', 'Connecting the slicers to the pivot tables for data filtering. The process involves selecting all the pivot tables and connecting them to the slicers for effective data filtering and analysis.']}, {'end': 31958.638, 'start': 31538.099, 'title': 'Creating profit dashboard from excel data', 'summary': 'Covers creating a profit dashboard by adding timeline and filters to visualize revenue and profit data, including creating pivot tables, pivot charts and field map based on the same data set, with specific examples and formatting details included.', 'duration': 420.539, 'highlights': ['Creating pivot tables and pivot charts for profit dashboard The chapter discussed creating pivot tables and pivot charts for the profit dashboard, including a line chart to visualize the profit for each year, with examples and formatting details provided.', 'Visualizing total profit by countries using a map The process of visualizing total profit by countries using a map was explained, including creating a pivot table, renaming row labels, and creating a field map based on the data, with steps and formatting details included.', 'Filtering data based on slicers and applying different formatting The process of filtering data based on slicers and applying different formatting for the revenue dashboard was demonstrated, including adding slicers, filtering data based on different criteria, and formatting charts and labels.']}, {'end': 32924.498, 'start': 31958.638, 'title': 'Creating profit dashboard in excel', 'summary': 'Covers the creation of various reports and a profit dashboard in excel, including the visualization of profit by countries, profit by year and sales channel, profit by sales channel in a pie chart, and revenue and profit by items in a combo chart, while also demonstrating the addition of slicers and a timeline for interactivity.', 'duration': 965.86, 'highlights': ['The chapter covers the creation of various reports and a profit dashboard in Excel, including the visualization of profit by countries, profit by year and sales channel, profit by sales channel in a pie chart, and revenue and profit by items in a combo chart. visualization of profit reports, including profit by countries, profit by year and sales channel, profit by sales channel in a pie chart, and revenue and profit by items', 'The demonstration of the addition of slicers and a timeline for interactivity to the pivot tables for the profit dashboard. addition of slicers and a timeline for interactivity to the pivot tables for the profit dashboard', 'The creation and formatting of charts, including chart titles, legends, and data labels, for the profit dashboard. creation and formatting of charts, including chart titles, legends, and data labels, for the profit dashboard']}, {'end': 33317.726, 'start': 32925.6, 'title': 'Using timeline for data analysis', 'summary': 'Demonstrates how to use a timeline to analyze profit and sales data, including generating charts for specific years, comparing profits by sales channel, and selecting and visualizing data by representatives and countries.', 'duration': 392.126, 'highlights': ['The chapter starts by demonstrating how to use a timeline to analyze profit and sales data, including generating charts for specific years, comparing profits by sales channel, and selecting and visualizing data by representatives and countries, providing a clear understanding of the process. (e.g. 51 million profit in 2012, 54 million profit in 2013, profit generated by different representatives and countries)', 'It also showcases the ability to change the look and feel of the dashboard by selecting different themes, allowing for a customizable and visually appealing presentation of the data. (e.g. changing themes to office, facet, organic, and depth, impacting the appearance of charts, slicers, and fonts)', 'The chapter concludes with a demonstration of creating various pivot tables and pivot charts and formatting them based on specific requirements, enhancing the understanding of the process. (e.g. creating line charts, combo chart, pie chart, horizontal and vertical bar charts)']}], 'duration': 2866.497, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ30451229.jpg', 'highlights': ['Demonstrates creating pivot charts for revenue analysis, providing insights into revenue distribution by country and item type.', 'Explains the process of merging the created pivot charts into a revenue dashboard for comprehensive analysis and display.', "Adding background image, formatting text boxes, and icons to enhance the dashboard's appearance.", 'Formatting charts by removing background, grid lines, and outlines to enhance visual appeal and readability.', 'Adding slicers and timelines to the dashboard to analyze revenue by different categories.', 'Creating pivot tables and pivot charts for profit dashboard, including a line chart to visualize the profit for each year.', 'Visualizing total profit by countries using a map, including creating a pivot table, renaming row labels, and creating a field map based on the data.', 'The chapter covers the creation of various reports and a profit dashboard in Excel, including the visualization of profit by countries, profit by year and sales channel, profit by sales channel in a pie chart, and revenue and profit by items in a combo chart.', 'Demonstration of the addition of slicers and a timeline for interactivity to the pivot tables for the profit dashboard.', 'Demonstrates how to use a timeline to analyze profit and sales data, including generating charts for specific years, comparing profits by sales channel, and selecting and visualizing data by representatives and countries.', 'Showcases the ability to change the look and feel of the dashboard by selecting different themes, allowing for a customizable and visually appealing presentation of the data.', 'Demonstration of creating various pivot tables and pivot charts and formatting them based on specific requirements.']}, {'end': 34788.177, 'segs': [{'end': 33435.712, 'src': 'embed', 'start': 33401.146, 'weight': 5, 'content': [{'end': 33409.93, 'text': 'Each Excel sheet will have, suppose for instance, if you take row 5, rows will be in numbers and the columns will be in letters.', 'start': 33401.146, 'duration': 8.784}, {'end': 33413.331, 'text': 'Column A, column B, column C, column D and so on.', 'start': 33410.03, 'duration': 3.301}, {'end': 33416.072, 'text': 'And the numbers will be for the rows.', 'start': 33414.051, 'duration': 2.021}, {'end': 33429.051, 'text': 'So, for instance, if you take this particular cell, the cell address is D5, column D and row 5.', 'start': 33416.271, 'duration': 12.78}, {'end': 33431.652, 'text': 'so this is the cell address.', 'start': 33429.051, 'duration': 2.601}, {'end': 33435.712, 'text': "now let's move on to the next one.", 'start': 33431.652, 'duration': 4.06}], 'summary': 'Explaining excel sheet structure with cell address format.', 'duration': 34.566, 'max_score': 33401.146, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ33401146.jpg'}, {'end': 33569.722, 'src': 'embed', 'start': 33543.216, 'weight': 4, 'content': [{'end': 33551.214, 'text': 'irrespective of that, it will give you, it will calculate what is there in this and it will give you the answer.', 'start': 33543.216, 'duration': 7.998}, {'end': 33555.836, 'text': 'okay, now we move on to the next point is basic question.', 'start': 33551.214, 'duration': 4.622}, {'end': 33566.881, 'text': 'when you scroll across an excel sheet, sometimes you have a header on the first row and if you scroll down, you will not be able to see the first row.', 'start': 33555.836, 'duration': 11.045}, {'end': 33569.722, 'text': 'so there is a process, uh or the.', 'start': 33566.881, 'duration': 2.841}], 'summary': 'The system calculates and presents answers; addresses issue of scrolling in excel sheets.', 'duration': 26.506, 'max_score': 33543.216, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ33543216.jpg'}, {'end': 33625.428, 'src': 'embed', 'start': 33596.945, 'weight': 1, 'content': [{'end': 33600.426, 'text': 'so you just select this and click free paint.', 'start': 33596.945, 'duration': 3.481}, {'end': 33610.744, 'text': "okay, so you're going here and you're going to the third row and you are going to view tab and you're selecting freeze pane.", 'start': 33601.661, 'duration': 9.083}, {'end': 33615.565, 'text': 'so what happens is, first, two rows will be locked.', 'start': 33610.744, 'duration': 4.821}, {'end': 33619.486, 'text': 'okay, these two rows will be locked.', 'start': 33615.565, 'duration': 3.921}, {'end': 33625.428, 'text': "similarly, for if you want to freeze the columns, okay, it's the same thing.", 'start': 33619.486, 'duration': 5.942}], 'summary': 'Demonstrating how to freeze rows and columns in excel, locking two rows and explaining the process for columns.', 'duration': 28.483, 'max_score': 33596.945, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ33596945.jpg'}, {'end': 34118.624, 'src': 'embed', 'start': 34091.961, 'weight': 0, 'content': [{'end': 34098.806, 'text': 'okay, for example, this is the same example we here taken here and we have put the function as counter a2 to a10.', 'start': 34091.961, 'duration': 6.845}, {'end': 34103.87, 'text': 'now see one, two, three, four, five, six, 7.', 'start': 34098.806, 'duration': 5.064}, {'end': 34107.454, 'text': 'so it sees that there is 7.', 'start': 34103.87, 'duration': 3.584}, {'end': 34109.456, 'text': 'cells have some content in it.', 'start': 34107.454, 'duration': 2.002}, {'end': 34111.678, 'text': 'it is numbers and letters.', 'start': 34109.456, 'duration': 2.222}, {'end': 34114.04, 'text': 'it can be anything, but it has some content.', 'start': 34111.678, 'duration': 2.362}, {'end': 34116.182, 'text': 'so counter is the function for this?', 'start': 34114.04, 'duration': 2.142}, {'end': 34118.624, 'text': 'and the next one is count black.', 'start': 34116.182, 'duration': 2.442}], 'summary': "The function 'counter' counts 7 cells with content, including numbers and letters.", 'duration': 26.663, 'max_score': 34091.961, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ34091961.jpg'}, {'end': 34194.903, 'src': 'embed', 'start': 34171.872, 'weight': 2, 'content': [{'end': 34179.718, 'text': "Now the next question that you will come across is how do you create a hyperlink in Excel? So it's quite simple.", 'start': 34171.872, 'duration': 7.846}, {'end': 34180.879, 'text': 'There is a simple shortcut.', 'start': 34179.758, 'duration': 1.121}, {'end': 34186.901, 'text': 'Ctrl Okay, you press these two together and you will get the option.', 'start': 34181.279, 'duration': 5.622}, {'end': 34191.282, 'text': 'You will select the cell where you have to insert the hyperlink.', 'start': 34186.961, 'duration': 4.321}, {'end': 34194.903, 'text': 'Hyperlink basically redirects to any other document.', 'start': 34191.322, 'duration': 3.581}], 'summary': 'Creating hyperlinks in excel using ctrl shortcut for redirection to other documents.', 'duration': 23.031, 'max_score': 34171.872, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ34171872.jpg'}, {'end': 34429.506, 'src': 'embed', 'start': 34399.605, 'weight': 3, 'content': [{'end': 34402.128, 'text': 'okay, and you will see this screen.', 'start': 34399.605, 'duration': 2.523}, {'end': 34405.451, 'text': 'okay, and you need to select the.', 'start': 34402.128, 'duration': 3.323}, {'end': 34407.553, 'text': 'choose the delimiter here.', 'start': 34405.451, 'duration': 2.102}, {'end': 34414.639, 'text': 'and what we are specifying here is, first it is a delimiter and then we are selecting a delimiter as space,', 'start': 34407.553, 'duration': 7.086}, {'end': 34420.222, 'text': 'because we see that it is space here which is very common and we want to split it.', 'start': 34414.639, 'duration': 5.583}, {'end': 34425.945, 'text': 'so you will see a preview here which shows what your output will be like.', 'start': 34420.222, 'duration': 5.723}, {'end': 34429.506, 'text': 'india, in one column, is a democratic country.', 'start': 34425.945, 'duration': 3.561}], 'summary': "The delimiter 'space' is selected to split the text, resulting in 'india, in one column, is a democratic country' as the output.", 'duration': 29.901, 'max_score': 34399.605, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ34399605.jpg'}], 'start': 33317.726, 'title': 'Excel functions, tips, and formats', 'summary': 'Covers pivot tables, slicers, cell addressing, relative and absolute cell referencing, freezing panes, and protecting data in excel, providing practical tips and examples for beginners. it also discusses the difference between a function and a formula, the order of operations in evaluating formulas, shortcuts for adding filters and creating hyperlinks, and report formats available in excel.', 'chapters': [{'end': 33771.708, 'start': 33317.726, 'title': 'Excel interview questions and tips', 'summary': 'Covers pivot tables, slicers, cell addressing, relative and absolute cell referencing, freezing panes, and protecting data in excel, providing practical tips and examples for beginners.', 'duration': 453.982, 'highlights': ['Explanation of cell addressing in Excel, including the combination of column letter and row number to identify a cell, with practical examples such as D5.', 'Clear distinction between relative cell referencing and absolute cell referencing, with explanations and practical examples to illustrate the differences.', 'Step-by-step guide on freezing panes in Excel, including locking rows and columns to keep headers or specific data visible while scrolling.', 'Practical demonstration of protecting data in Excel, involving selecting and locking specific data, setting a password, and using the protect sheet option.', 'Overview of pivot tables, slicers, and data filtering to analyze revenue, profit, items, countries, regions, and sales channels in Excel.']}, {'end': 34005.64, 'start': 33771.708, 'title': 'Excel functions vs formulas and order of operations', 'summary': 'Discusses the difference between a function and a formula in excel, the order of operations (pedmas) used in evaluating formulas, and writing a formula to multiply a cell value by 10, add 5, and divide by 2.', 'duration': 233.932, 'highlights': ['The difference between a function and a formula in Excel Functions are predefined calculations in Excel, while formulas are equations typed in by the user, and there are inbuilt formulas such as sum and multiplication.', 'Order of operations in Excel (PEDMAS) Excel calculates formulas in the order of operations: parentheses, exponents, multiplication or division, addition, and then subtraction, which is crucial knowledge for accurately using formulas in Excel.', 'Writing a formula to multiply a cell value by 10, add 5, and divide by 2 Demonstrates the process of putting up a formula to multiply a cell value by 10, add 5, and then divide by 2, emphasizing the importance of understanding the sequence of operations when formulating in Excel.']}, {'end': 34324.948, 'start': 34005.64, 'title': 'Excel functions and shortcuts', 'summary': 'Covers the differences between count, counter, and count blank functions in excel, as well as shortcuts for adding filters and creating hyperlinks, and the use of concatenate function to merge text strings in multiple cells.', 'duration': 319.308, 'highlights': ['Count function counts the number of cells with numeric values. The count function in Excel counts the number of cells with numeric values, as demonstrated by the example of counting 5 cells with numeric values in a given range.', 'Counter function counts the number of cells with any form of content, including numbers and letters. The counter function in Excel counts the number of cells with any form of content, such as numbers and letters, as shown by an example where 7 cells have some form of content.', 'Count blank function counts the number of blank cells only. The count blank function in Excel counts the number of blank cells only, illustrated by an example where 2 cells are identified as blank in a given range.', 'Shortcut Ctrl Shift L adds a filter to a table in Excel. The shortcut Ctrl Shift L is used to add a filter to a table in Excel, which simplifies the sorting process and is a fundamental function in Excel.', 'Shortcut Ctrl + K creates a hyperlink in Excel, redirecting to any other document. The shortcut Ctrl + K is used to create a hyperlink in Excel, allowing redirection to any other document, such as a web page, word document, or another Excel sheet.', 'The concatenate function can be used to merge text strings present in multiple cells. The concatenate function in Excel is used to merge text strings present in multiple cells into one cell, demonstrated by the example of merging text from cells a1, b1, and c1 into one cell using the concatenate function.']}, {'end': 34788.177, 'start': 34324.948, 'title': 'Excel functions and report formats', 'summary': 'Explains how to merge and split text in excel, the use of vlookup function, and the different between vlookup and lookup functions. it also discusses the report formats available in excel, including compact form, outline form, and tabular form.', 'duration': 463.229, 'highlights': ['The chapter explains how to merge and split text in Excel It provides a simple method for merging and splitting text in Excel, which is a frequently asked question in interviews.', 'The use of VLOOKUP function and its syntax It details the syntax and usage of the VLOOKUP function, which is used for looking up information in a table and extracting corresponding data.', 'The difference between VLOOKUP and LOOKUP functions It compares VLOOKUP with LOOKUP, highlighting the differences in their usage and complexity, with VLOOKUP being used for leftmost column lookup.', 'The report formats available in Excel It outlines the three report formats in Excel: compact form, outline form, and tabular form, which are important for reporting purposes.']}], 'duration': 1470.451, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ33317726.jpg', 'highlights': ['Overview of pivot tables, slicers, and data filtering to analyze revenue, profit, items, countries, regions, and sales channels in Excel.', 'Step-by-step guide on freezing panes in Excel, including locking rows and columns to keep headers or specific data visible while scrolling.', 'The difference between a function and a formula in Excel Functions are predefined calculations in Excel, while formulas are equations typed in by the user, and there are inbuilt formulas such as sum and multiplication.', 'Order of operations in Excel (PEDMAS) Excel calculates formulas in the order of operations: parentheses, exponents, multiplication or division, addition, and then subtraction, which is crucial knowledge for accurately using formulas in Excel.', 'The chapter explains how to merge and split text in Excel It provides a simple method for merging and splitting text in Excel, which is a frequently asked question in interviews.', 'The use of VLOOKUP function and its syntax It details the syntax and usage of the VLOOKUP function, which is used for looking up information in a table and extracting corresponding data.', 'The report formats available in Excel It outlines the three report formats in Excel: compact form, outline form, and tabular form, which are important for reporting purposes.']}, {'end': 36326.856, 'segs': [{'end': 35073.7, 'src': 'embed', 'start': 35035.048, 'weight': 1, 'content': [{'end': 35045.781, 'text': 'okay, count and you are giving the brackets parenthesis, g2, which is the countries column.', 'start': 35035.048, 'duration': 10.733}, {'end': 35048.203, 'text': 'you are specifying the whole range.', 'start': 35045.781, 'duration': 2.422}, {'end': 35058.029, 'text': '3,5,3,4,7. it is basically a long list of data.', 'start': 35048.203, 'duration': 9.826}, {'end': 35066.495, 'text': 'you are specifying the range and what you are looking for is particularly any country you can pick up, like Algeria.', 'start': 35058.029, 'duration': 8.466}, {'end': 35072.359, 'text': 'ok, Algeria, and you specify it in codes.', 'start': 35066.495, 'duration': 5.864}, {'end': 35073.7, 'text': 'ok, comma.', 'start': 35072.359, 'duration': 1.341}], 'summary': 'Using excel to specify data range for countries, such as algeria.', 'duration': 38.652, 'max_score': 35035.048, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ35035048.jpg'}, {'end': 35684.569, 'src': 'embed', 'start': 35656.057, 'weight': 0, 'content': [{'end': 35663.964, 'text': 'the next question is you know you need to highlight some particular cells using a particular criteria.', 'start': 35656.057, 'duration': 7.907}, {'end': 35672.426, 'text': 'in this case we are trying to analyze or highlight those cells where the total sales is more than five thousand dollars.', 'start': 35663.964, 'duration': 8.462}, {'end': 35678.808, 'text': 'so what we do is we use conditional formatting to highlight the cells based on the criteria.', 'start': 35672.426, 'duration': 6.382}, {'end': 35684.569, 'text': "it's a very useful tool in analyzing data and visually it helps.", 'start': 35678.808, 'duration': 5.761}], 'summary': 'Using conditional formatting to highlight cells with total sales over $5000 for data analysis.', 'duration': 28.512, 'max_score': 35656.057, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ35656057.jpg'}, {'end': 35816.093, 'src': 'embed', 'start': 35790.633, 'weight': 2, 'content': [{'end': 35797.237, 'text': 'okay, match function is another function that is designed to find the position of an item in a range.', 'start': 35790.633, 'duration': 6.604}, {'end': 35803.601, 'text': 'for example, you can use the match function to get the position of a word or look,', 'start': 35797.237, 'duration': 6.364}, {'end': 35811.566, 'text': 'or in this case we have a name and we can use the index and match function to find the city.', 'start': 35803.601, 'duration': 7.965}, {'end': 35816.093, 'text': 'how we do that is shown here.', 'start': 35811.566, 'duration': 4.527}], 'summary': 'The match function finds the position of an item in a range.', 'duration': 25.46, 'max_score': 35790.633, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ35790633.jpg'}], 'start': 34788.857, 'title': 'Excel functions and data analysis', 'summary': 'Covers excel functions including if, sumif, and countif, as well as pivot table creation, data sorting, conditional formatting, and techniques for finding and removing duplicate values in excel.', 'chapters': [{'end': 35139.062, 'start': 34788.857, 'title': 'Excel functions: if, sumif, and countif', 'summary': 'Discusses the if, sumif, and countif functions in excel, explaining how the if function performs logical tests with conditions to determine values, the sumif function adds cell values based on a given condition, and the countif function counts the occurrences of a specified condition in a range, with examples and results provided.', 'duration': 350.205, 'highlights': ['The if function in Excel performs logical tests with conditions to determine values based on specified conditions, such as checking if a record is valid if age is greater than 20 and salary is greater than 40,000, providing a practical example and explanation. (Relevance: 5)', 'The sumif function adds cell values based on a given condition, such as computing the total sum of salaries where the salary is greater than 75,000, illustrating the usage and outcome. (Relevance: 4)', "The countif function in Excel counts the occurrences of a specified condition in a range, with a practical example of finding the number of days in which the number of deaths in Italy has been greater than 200, showcasing the function's application and outcome. (Relevance: 3)"]}, {'end': 35549.128, 'start': 35139.062, 'title': 'Pivot table and data analysis in excel', 'summary': 'Introduces the concept of a pivot table as a summary of data and demonstrates its creation, followed by the creation of a drop-down list and the application of advanced filters in excel.', 'duration': 410.066, 'highlights': ['The chapter introduces the concept of a pivot table as a summary of table of the data set and demonstrates its creation process. The pivot table is presented as a summary of the data set, providing a way to analyze and present trends and data to management. The process of creating a pivot table is explained, including selecting data, inserting a pivot table, and organizing the fields and values.', 'Creation of a drop-down list using the data validation feature in Excel is explained. The process of creating a drop-down list using the data validation feature in Excel is detailed, including selecting the data, accessing the data validation tab, specifying the range, and setting the list option.', 'Application of advanced filters in Excel for sorting and analyzing large datasets is demonstrated. The application of advanced filters in Excel for sorting and analyzing large datasets is explained, including accessing the advanced filter option in the data tab, specifying the criteria, and selecting the range for filtering.']}, {'end': 35985.344, 'start': 35549.128, 'title': 'Data sorting, highlighting, and index & match functions', 'summary': 'Covers data sorting based on specific criteria in excel, conditional formatting to highlight cells with sales over $5000, and the use of index and match functions for data retrieval and analysis.', 'duration': 436.216, 'highlights': ["The chapter covers data sorting based on specific criteria in Excel. Demonstrates sorting COVID data for Europe with deaths over 200 in a day, using the 'copy to another location' function in Excel.", 'Conditional formatting is utilized to highlight cells with sales over $5000. Explains the use of conditional formatting to visually analyze and highlight cells with sales exceeding $5000, providing a quick and efficient data visualization tool.', "The usage and application of index and match functions for data retrieval and analysis. Illustrates the powerful use of index and match functions for data retrieval, such as locating the city based on a person's name in a table, showcasing its practical application in data analysis and interview questions."]}, {'end': 36326.856, 'start': 35985.344, 'title': 'Finding and removing duplicate values', 'summary': "Covers two methods to find and remove duplicate values in excel: using conditional formatting and the countif function, with the latter allowing for color-coded conditional formatting and checking for duplicate values in a range of cells, and then demonstrates how to remove duplicate values using manual deletion and the 'remove duplicates' function in excel.", 'duration': 341.512, 'highlights': ['The chapter covers two methods to find and remove duplicate values in Excel: using conditional formatting and the COUNTIF function These are the main methods discussed in the chapter and are essential for identifying and handling duplicate values in Excel.', 'Countif function allows for color-coded conditional formatting and checking for duplicate values in a range of cells The COUNTIF function provides color-coded conditional formatting and allows for checking duplicate values in a range of cells, providing a more comprehensive approach to identifying duplicates.', "Demonstration of how to remove duplicate values using manual deletion and the 'remove duplicates' function in Excel The chapter provides a practical demonstration of two methods for removing duplicate values, showcasing both manual deletion and the 'remove duplicates' function in Excel."]}], 'duration': 1537.999, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ34788857.jpg', 'highlights': ['The if function in Excel performs logical tests with conditions to determine values based on specified conditions, such as checking if a record is valid if age is greater than 20 and salary is greater than 40,000, providing a practical example and explanation.', 'The chapter introduces the concept of a pivot table as a summary of table of the data set and demonstrates its creation process.', "The chapter covers data sorting based on specific criteria in Excel. Demonstrates sorting COVID data for Europe with deaths over 200 in a day, using the 'copy to another location' function in Excel.", 'The chapter covers two methods to find and remove duplicate values in Excel: using conditional formatting and the COUNTIF function These are the main methods discussed in the chapter and are essential for identifying and handling duplicate values in Excel.']}, {'end': 37297.99, 'segs': [{'end': 36931.721, 'src': 'embed', 'start': 36899.869, 'weight': 0, 'content': [{'end': 36904.591, 'text': 'okay, the marks is 50 and attendance is greater than 80.', 'start': 36899.869, 'duration': 4.722}, {'end': 36908.353, 'text': 'so he is failed because his marks are 50.', 'start': 36904.591, 'duration': 3.762}, {'end': 36910.475, 'text': 'his attendance must be more than 75.', 'start': 36908.353, 'duration': 2.122}, {'end': 36912.176, 'text': 'but yes, he is.', 'start': 36910.475, 'duration': 1.701}, {'end': 36915.337, 'text': 'he has not scored marks more than 60.', 'start': 36912.176, 'duration': 3.161}, {'end': 36921.04, 'text': 'so we drag the same formula to the whole thing and you will see the result.', 'start': 36915.337, 'duration': 5.703}, {'end': 36931.721, 'text': 'okay, this is quite simple and you will see this formula and using the if and check and check with and condition okay.', 'start': 36921.04, 'duration': 10.681}], 'summary': 'Student failed with 50 marks and attendance > 80%.', 'duration': 31.852, 'max_score': 36899.869, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ36899869.jpg'}, {'end': 37003.14, 'src': 'embed', 'start': 36978.497, 'weight': 2, 'content': [{'end': 36989.509, 'text': "okay, you specify this uh function and then specify the input dates, that is, the today's date and the date of birth, and the today's date.", 'start': 36978.497, 'duration': 11.012}, {'end': 36994.173, 'text': 'And this is one of the ways to get it and there is also datedF.', 'start': 36990.05, 'duration': 4.123}, {'end': 37000.738, 'text': 'This again it is datedF function and you specify the input cells.', 'start': 36994.673, 'duration': 6.065}, {'end': 37003.14, 'text': 'So let me show you an example for the same.', 'start': 37000.758, 'duration': 2.382}], 'summary': 'Demonstrating how to use functions to calculate dates and input cells.', 'duration': 24.643, 'max_score': 36978.497, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ36978497.jpg'}, {'end': 37069.46, 'src': 'embed', 'start': 37031.522, 'weight': 1, 'content': [{'end': 37038.207, 'text': 'It picks the column and then I put the comma and then the end date should be this thing.', 'start': 37031.522, 'duration': 6.685}, {'end': 37044.131, 'text': 'Okay And just close it and it will give you the age.', 'start': 37038.587, 'duration': 5.544}, {'end': 37046.513, 'text': 'Okay So this is the age.', 'start': 37044.431, 'duration': 2.082}, {'end': 37050.776, 'text': "For example, if you want to find out my age, I don't want to reveal my birthday, but it's okay.", 'start': 37046.633, 'duration': 4.143}, {'end': 37063.609, 'text': "Okay Let's see if it calculates.", 'start': 37060.303, 'duration': 3.306}, {'end': 37066.595, 'text': "I'm 32 years old.", 'start': 37065.533, 'duration': 1.062}, {'end': 37068.177, 'text': 'Okay All right.', 'start': 37067.075, 'duration': 1.102}, {'end': 37069.46, 'text': 'So this is one of the ways.', 'start': 37068.197, 'duration': 1.263}], 'summary': 'Demonstrates age calculation using a specified end date, showing an example of being 32 years old.', 'duration': 37.938, 'max_score': 37031.522, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ37031522.jpg'}], 'start': 36326.856, 'title': 'Excel functions and data analysis', 'summary': 'Covers topics including finding the day of the week using the weekday function, working with wildcards and data validation, analyzing student data using if and and functions, and utilizing nested if statements in excel for conditional results.', 'chapters': [{'end': 36409.71, 'start': 36326.856, 'title': 'Finding day of the week with excel', 'summary': "Discusses using the weekday function in excel to find the day of the week for a particular date, demonstrating its usage and providing examples of the function's output for specific days.", 'duration': 82.854, 'highlights': ['The weekday function in Excel is used to find the day of the week for a particular date, with the function denoting Sunday as 1 and Tuesday as 3.', "The function is applied by entering '=weekday(cell_address)' in a specific cell or area, allowing users to determine the day of the week for a given date.", 'The chapter introduces intermediate level Excel functions, specifically focusing on the weekday function for determining the day of the week based on a given date.']}, {'end': 36716.756, 'start': 36411.673, 'title': 'Excel wildcards and data validation', 'summary': 'Discusses the three types of wildcards in excel, including the asterisk, which represents any number of characters, and the question mark, which represents one single character. it also explains data validation in excel, a feature used to control user input, and demonstrates how to set it up with an example.', 'duration': 305.083, 'highlights': ['Excel supports three types of wildcards: asterisk (representing any number of characters), question mark (representing one single character), and tilde (rarely used for identifying a wildcard character). Excel supports three types of wildcards: asterisk (representing any number of characters), question mark (representing one single character), and tilde (rarely used for identifying a wildcard character).', 'Data validation in Excel is a feature used to control what a user can enter into a cell, allowing customization of allowed data types (e.g., numbers, text) and displaying error messages for invalid input. Data validation in Excel is a feature used to control what a user can enter into a cell, allowing customization of allowed data types (e.g., numbers, text) and displaying error messages for invalid input.', 'The demonstration of setting up data validation involves selecting the data tab, choosing the data validation option under data tools, and customizing the allowed input for specific cells, such as allowing only names or numbers. The demonstration of setting up data validation involves selecting the data tab, choosing the data validation option under data tools, and customizing the allowed input for specific cells, such as allowing only names or numbers.']}, {'end': 37069.46, 'start': 36717.176, 'title': 'Using functions to analyze student data', 'summary': 'Demonstrates using if and and functions to analyze student data and determine pass or fail based on specified criteria, as well as calculating age using yearfrac and datedif functions.', 'duration': 352.284, 'highlights': ['Demonstrates using IF and AND functions to analyze student data and determine pass or fail based on specified criteria. Demonstrates using IF and AND functions; Determines pass or fail based on specified criteria.', 'Explains how to calculate age using YEARFRAC and DATEDIF functions. Calculates age using YEARFRAC and DATEDIF functions.']}, {'end': 37297.99, 'start': 37069.72, 'title': 'Nested if statements in excel', 'summary': "Explains how to use nested if statements in excel, demonstrating the process through an example where two if conditions are joined to specify different results based on marks, with one condition indicating 'excellent' for marks above 80 and another indicating 'bad or average' for marks below 60.", 'duration': 228.27, 'highlights': ["Nested if statements allow for the nesting of multiple if conditions to specify different results based on specific criteria. Nested if statements are used to specify different results based on specific criteria, such as indicating 'excellent' for marks above 80 and 'bad or average' for marks below 60, allowing for the nesting of multiple if conditions.", "Demonstration of using nested if statements in Excel to specify different results based on marks above 80 and below 60. The example demonstrates using nested if statements to specify different results based on marks, such as indicating 'excellent' for marks above 80 and 'bad or average' for marks below 60.", "Explanation of how nested if statements work, checking conditions sequentially and providing different results based on the conditions met. The explanation details how nested if statements work by checking conditions sequentially and providing different results based on the conditions met, such as checking 'excellent' for marks above 80 and 'bad or average' for marks below 60."]}], 'duration': 971.134, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ36326856.jpg', 'highlights': ['The weekday function in Excel is used to find the day of the week for a particular date, with the function denoting Sunday as 1 and Tuesday as 3.', 'Demonstrates using IF and AND functions to analyze student data and determine pass or fail based on specified criteria.', 'Nested if statements allow for the nesting of multiple if conditions to specify different results based on specific criteria.', 'Data validation in Excel is a feature used to control what a user can enter into a cell, allowing customization of allowed data types (e.g., numbers, text) and displaying error messages for invalid input.']}, {'end': 40731.316, 'segs': [{'end': 37857.702, 'src': 'embed', 'start': 37828.342, 'weight': 3, 'content': [{'end': 37833.206, 'text': 'yes, yes, you can create a pivot table from multiple worksheet.', 'start': 37828.342, 'duration': 4.864}, {'end': 37836.089, 'text': 'sometimes you will have different data in different sheet.', 'start': 37833.206, 'duration': 2.883}, {'end': 37841.709, 'text': 'can you create a pivot table all the worksheet in a single pivot table?', 'start': 37836.089, 'duration': 5.62}, {'end': 37849.075, 'text': 'yes, you can, but there is a condition there should be a common row in both the tables, so you cannot have different types of data.', 'start': 37841.709, 'duration': 7.366}, {'end': 37851.497, 'text': 'there should be a common row, okay.', 'start': 37849.075, 'duration': 2.422}, {'end': 37857.702, 'text': 'so then only it will act as a primary key for the first table and the foreign key for the second table.', 'start': 37851.497, 'duration': 6.205}], 'summary': 'You can create a pivot table from multiple worksheets if they share a common row.', 'duration': 29.36, 'max_score': 37828.342, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ37828342.jpg'}, {'end': 38086.951, 'src': 'embed', 'start': 38014.194, 'weight': 9, 'content': [{'end': 38025.56, 'text': 'Okay, like you will be given a situation where you need to add one more column and Show it in the pivot table with a particular calculation or with a particular value.', 'start': 38014.194, 'duration': 11.366}, {'end': 38026.301, 'text': 'and you have.', 'start': 38025.56, 'duration': 0.741}, {'end': 38034.117, 'text': "you don't have that actual value in your data, but you have to calculate it and show it across in the table.", 'start': 38026.301, 'duration': 7.816}, {'end': 38043.32, 'text': 'so there is another option which is called pivot table analyze, and you need to create a calculated field from pivot table analyze option.', 'start': 38034.117, 'duration': 9.203}, {'end': 38054.139, 'text': 'so when you go to your table and then go to pivot table analyze, you will see the option to add a calculated field.', 'start': 38043.32, 'duration': 10.819}, {'end': 38059.06, 'text': 'okay, just go there and click select calculated field and you need to define.', 'start': 38054.139, 'duration': 4.921}, {'end': 38069.342, 'text': 'so in this example we are going to define another column where we calculate the bonus of the sales and there is a particular formula.', 'start': 38059.06, 'duration': 10.282}, {'end': 38076.745, 'text': 'the formula is you put an if and a statement and then you calculate the formula.', 'start': 38069.342, 'duration': 7.403}, {'end': 38086.951, 'text': "You specify what is the bonus and what is the way that you're calculating the bonus and it will particularly added another column to your table.", 'start': 38076.785, 'duration': 10.166}], 'summary': 'Learn how to add and calculate a bonus column in a pivot table.', 'duration': 72.757, 'max_score': 38014.194, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ38014194.jpg'}, {'end': 38191.224, 'src': 'embed', 'start': 38127.375, 'weight': 0, 'content': [{'end': 38134.805, 'text': 'okay, click on field items and set okay, we need to select calculated field here.', 'start': 38127.375, 'duration': 7.43}, {'end': 38146.91, 'text': 'select that and we are defining a new field here, which is the bonus bonus.', 'start': 38134.805, 'duration': 12.105}, {'end': 38153.933, 'text': 'and, as i said, we will put up a formula for this and we will define it how we calculate the bonus.', 'start': 38146.91, 'duration': 7.023}, {'end': 38162.891, 'text': 'okay, within it and statement which we have seen before, how we, uh, put up a if end statement.', 'start': 38153.933, 'duration': 8.958}, {'end': 38171.516, 'text': "okay, now I'm going to say it as, Like this, sales my sales should be.", 'start': 38162.891, 'duration': 8.625}, {'end': 38179.141, 'text': "I'll specify a condition how they will calculate the bonus if sales is greater than 4,000 and The unit sold.", 'start': 38171.516, 'duration': 7.625}, {'end': 38181.863, 'text': 'Okay I am trying to put it as the unit.', 'start': 38179.161, 'duration': 2.702}, {'end': 38189.243, 'text': 'So it also depends on the units sold is greater than thousand.', 'start': 38181.883, 'duration': 7.36}, {'end': 38191.224, 'text': "okay, for example, let's say thousand.", 'start': 38189.243, 'duration': 1.981}], 'summary': 'Defining a new bonus field and setting up the formula based on sales and units sold.', 'duration': 63.849, 'max_score': 38127.375, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ38127375.jpg'}, {'end': 38499.537, 'src': 'embed', 'start': 38473.626, 'weight': 13, 'content': [{'end': 38481.71, 'text': 'What is the percentage of contribution of each country and continents to the Turkey cases? Again, the same example for our COVID one.', 'start': 38473.626, 'duration': 8.084}, {'end': 38490.274, 'text': 'In this time, we want to show the output as the percentage of contribution for each country and continents to the Turkey cases.', 'start': 38482.31, 'duration': 7.964}, {'end': 38499.537, 'text': 'So we have the same data and we generate a pivot table and we should show it as the sum of the cases to be percentage.', 'start': 38490.954, 'duration': 8.583}], 'summary': "Analyzing the percentage contribution of countries and continents to turkey's covid cases.", 'duration': 25.911, 'max_score': 38473.626, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ38473626.jpg'}, {'end': 39089.643, 'src': 'embed', 'start': 39060.228, 'weight': 4, 'content': [{'end': 39068.355, 'text': 'so these are the three situations or three tools which are available in the what if analysis in the data tab.', 'start': 39060.228, 'duration': 8.127}, {'end': 39072.756, 'text': 'okay, so goal seek is basically for reverse calculations.', 'start': 39068.355, 'duration': 4.401}, {'end': 39076.298, 'text': 'okay, and you have some idea,', 'start': 39072.756, 'duration': 3.542}, {'end': 39088.803, 'text': 'you have some set goal in mind and you have certain variables and what you need to do and what you need to achieve to have certain set goals.', 'start': 39076.298, 'duration': 12.505}, {'end': 39089.643, 'text': 'okay, you have.', 'start': 39088.803, 'duration': 0.84}], 'summary': 'What if analysis offers three tools like goal seek for reverse calculations.', 'duration': 29.415, 'max_score': 39060.228, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ39060228.jpg'}, {'end': 39230.66, 'src': 'embed', 'start': 39204.534, 'weight': 5, 'content': [{'end': 39215.691, 'text': "okay, and you set the term in, and then you need to provide different uh input options, like what loan amount that you're taking,", 'start': 39204.534, 'duration': 11.157}, {'end': 39224.917, 'text': 'and you set the formula and go to data table and i mean go to what if analysis and select the data table stretches across,', 'start': 39215.691, 'duration': 9.226}, {'end': 39230.66, 'text': 'and then you will see the monthly payment options or the monthly emi that you can calculate.', 'start': 39224.917, 'duration': 5.743}], 'summary': 'Utilize different input options to calculate monthly emi for loan amount.', 'duration': 26.126, 'max_score': 39204.534, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ39204534.jpg'}, {'end': 39298.195, 'src': 'embed', 'start': 39251.514, 'weight': 1, 'content': [{'end': 39258.917, 'text': 'It is a bit more complicated compared to the other two, but then it is more advanced than will see,', 'start': 39251.514, 'duration': 7.403}, {'end': 39264.28, 'text': 'as it allows you the to adjust the multiple variables at the same time.', 'start': 39258.917, 'duration': 5.363}, {'end': 39270.942, 'text': 'okay, and this is very complicated compared to the other two and and it is even, I mean,', 'start': 39264.28, 'duration': 6.662}, {'end': 39275.187, 'text': 'it gives more better output when it compares to the other two.', 'start': 39270.942, 'duration': 4.245}, {'end': 39277.81, 'text': 'what if analysis tools?', 'start': 39275.187, 'duration': 2.623}, {'end': 39286.621, 'text': 'so here, when you go to what if analysis and the scenario manager, you have to select the data and provide different scenarios, that is,', 'start': 39277.81, 'duration': 8.811}, {'end': 39291.192, 'text': 'different values for each scenario, and then it will create a.', 'start': 39286.621, 'duration': 4.571}, {'end': 39294.413, 'text': 'it will analyze, calculate and create different scenarios.', 'start': 39291.192, 'duration': 3.221}, {'end': 39298.195, 'text': 'okay, so it becomes very easy for you to analyze.', 'start': 39294.413, 'duration': 3.782}], 'summary': 'Advanced analysis tool allows adjusting multiple variables simultaneously, providing better output and ease of analysis.', 'duration': 46.681, 'max_score': 39251.514, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ39251514.jpg'}, {'end': 39527.138, 'src': 'embed', 'start': 39494.862, 'weight': 11, 'content': [{'end': 39496.443, 'text': 'and that is this workbook.', 'start': 39494.862, 'duration': 1.581}, {'end': 39501.426, 'text': 'okay, and you have multiple spreadsheets open and you are working on particular.', 'start': 39496.443, 'duration': 4.983}, {'end': 39504.703, 'text': 'suppose, for example, you are working on sheet X.', 'start': 39501.426, 'duration': 3.277}, {'end': 39510.987, 'text': 'Okay And you active workbook is the workbook that is currently active from the different open workbooks.', 'start': 39504.703, 'duration': 6.284}, {'end': 39517.952, 'text': 'You have different open workbooks, but you are working on one particular workbook and that is called the active workbook.', 'start': 39511.067, 'duration': 6.885}, {'end': 39522.975, 'text': 'So this workbook is the refers to the name of the workbook where the code is actually written,', 'start': 39517.972, 'duration': 5.003}, {'end': 39527.138, 'text': 'whereas active workbook is the one that is currently open, currently active.', 'start': 39522.975, 'duration': 4.163}], 'summary': 'Active workbook is the currently open workbook where the code is written.', 'duration': 32.276, 'max_score': 39494.862, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ39494862.jpg'}, {'end': 39679.715, 'src': 'embed', 'start': 39645.869, 'weight': 12, 'content': [{'end': 39661.664, 'text': 'okay, so when you set the keyword by van the variable, uh, what happens is the by value argument function, or argument is passed through by value.', 'start': 39645.869, 'duration': 15.795}, {'end': 39668.308, 'text': 'The number function is called here, which means it assigns a value to the variable x here.', 'start': 39662.545, 'duration': 5.763}, {'end': 39679.715, 'text': 'Because the variable was passed by value in the function, any change to the value of the variable is only the current function.', 'start': 39669.589, 'duration': 10.126}], 'summary': "Setting keyword 'van' makes 'x' variable assign by value in the current function.", 'duration': 33.846, 'max_score': 39645.869, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ39645869.jpg'}], 'start': 37298.691, 'title': 'Advanced excel techniques', 'summary': 'Covers advanced excel techniques including nested if statements, pivot table creation, pivot table data analysis, visualization, pivot charts, what-if analysis, vba tips, and tricks, providing dynamic ranges, creating pivot tables from multiple data sources, and using vba functions for tasks such as finding the last row or column and calculating prime numbers.', 'chapters': [{'end': 37755.339, 'start': 37298.691, 'title': 'Excel data analysis techniques', 'summary': 'Covers the use of nested if statements and the application of descriptive statistics and pivot tables in excel for data analysis, with a focus on how to use the data analysis tool pack to find descriptive statistics and create a pivot table to display the total cases in each country belonging to their respective continents.', 'duration': 456.648, 'highlights': ['The chapter covers the use of nested if statements and the application of descriptive statistics and pivot tables in Excel for data analysis. This is the main focus of the chapter, providing an overview of the Excel data analysis techniques.', 'The data analysis tool pack in Excel is used to find descriptive statistics of columns, including mean, smallest and largest numbers. Provides a specific application of the data analysis tool pack to find descriptive statistics, including quantifiable data points such as mean, smallest, and largest numbers.', 'Creating a pivot table to display the total cases in each country belonging to their respective continents is demonstrated. Demonstrates the process of creating a pivot table to display total cases in each country by their respective continents, showcasing a practical application of Excel data analysis techniques.']}, {'end': 38237.394, 'start': 37756.42, 'title': 'Pivot table data analysis', 'summary': 'Discusses advanced steps for creating pivot tables, including providing dynamic ranges, creating pivot tables from multiple data sources, refining data using value filters, and adding calculated fields to pivot tables.', 'duration': 480.974, 'highlights': ['You can create a pivot table from multiple worksheets, but there should be a common row in both the tables to establish a relationship and build the pivot table. It is possible to create a pivot table from multiple worksheets if there is a common row in both tables to act as a primary key for the first table and a foreign key for the second table.', 'You can refine a pivot table to show the top three countries with the highest number of COVID cases using value filters based on the sum of cases. You can use value filters to refine a pivot table and show the top three countries with the highest number of COVID cases based on the sum of cases.', 'You can add a calculated field to a pivot table by defining a new field and specifying the calculation formula, such as calculating the bonus based on specific conditions. A calculated field can be added to a pivot table by defining a new field and specifying the calculation formula, such as calculating the bonus based on specific conditions like sales and units sold.']}, {'end': 38803.475, 'start': 38238.303, 'title': 'Pivot table analysis and visualization', 'summary': 'Explains how to add columns and perform calculations in a pivot table, use slicers to filter data, show the percentage contribution of each country and continent to the turkey cases, and create pivot charts to represent the data in different chart forms.', 'duration': 565.172, 'highlights': ['Adding columns and performing calculations in a pivot table Demonstrates adding columns and performing calculations in a pivot table to show additional data, enhancing analysis.', 'Using slicers to filter data in a pivot table Illustrates the use of slicers to further filter data in a pivot table, providing a simplified way to view specific data.', 'Showing the percentage contribution of each country and continent to the Turkey cases Explains how to display the percentage contribution of each country and continent to the Turkey cases in a pivot table, offering insights into the distribution of cases.', 'Creating pivot charts in different chart forms Details the process of creating pivot charts in various chart forms, such as column charts and pie charts, for effective data visualization and presentation.']}, {'end': 39705.275, 'start': 38804.196, 'title': 'Pivot chart in excel and what-if analysis', 'summary': "Covers creating a pivot chart in pivot tables and explains the use of macros in excel to automate tasks. it then delves into advanced excel topics including what-if analysis with tools like goal seek, data table, and scenario manager, followed by distinctions between functions and subroutines in vba, and differences between 'this workbook' and 'active workbook' in vba. it also discusses passing arguments to a vba function.", 'duration': 901.079, 'highlights': ['The chapter covers creating a pivot chart in pivot tables and explains the use of macros in Excel to automate tasks. This segment emphasizes creating a pivot chart in pivot tables and the use of macros in Excel to automate tasks, providing an intermediate-level understanding.', 'Exploration of advanced Excel topics including What-If analysis with tools like Goal Seek, Data Table, and Scenario Manager. The discussion focuses on advanced Excel topics, specifically the What-If analysis, and details the tools available such as Goal Seek, Data Table, and Scenario Manager.', "Distinctions between functions and subroutines in VBA, and differences between 'This Workbook' and 'Active Workbook' in VBA. This part explains the differences between functions and subroutines in VBA and distinguishes 'This Workbook' from 'Active Workbook' in VBA, providing insight into VBA concepts.", 'Discussion on passing arguments to a VBA function, emphasizing the two ways: by value and by reference. The segment details the two ways of passing arguments to a VBA function: by value and by reference, providing a comprehensive understanding of VBA function arguments.']}, {'end': 40731.316, 'start': 39705.275, 'title': 'Vba tips and tricks', 'summary': 'Demonstrates vba techniques including finding the last row or column, checking file existence, using debug tool, creating charts, and calculating the area of a rectangle and prime numbers with vba functions.', 'duration': 1026.041, 'highlights': ['VBA code to check if a number is prime or not Demonstrates a VBA function to determine whether a number is prime, utilizing a loop to find divisors and displaying a message box indicating prime or not prime.', 'Using debug tool in VBA to check code execution Illustrates the use of the debug tool in VBA to step through code execution and set breakpoints to analyze specific steps, providing a visual representation of code execution.', 'Finding the last row or column in VBA Provides a VBA code snippet for finding the last row or column in a sheet, allowing quick access to the number of rows or columns without manual scrolling.', 'Creating a bar chart using VBA Demonstrates the creation of a bar chart using VBA, utilizing a simple sub to create an embedded chart with specified dimensions and data range.', 'Calculating the area of a rectangle with VBA function Explains the process of defining a VBA function to calculate the area of a rectangle, utilizing input variables and the area formula, providing an example in Excel.']}], 'duration': 3432.625, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/pjHKd_8GxEQ/pics/pjHKd_8GxEQ37298691.jpg', 'highlights': ['The chapter covers the use of nested if statements and the application of descriptive statistics and pivot tables in Excel for data analysis.', 'Creating a pivot table to display the total cases in each country belonging to their respective continents is demonstrated.', 'You can create a pivot table from multiple worksheets, but there should be a common row in both the tables to establish a relationship and build the pivot table.', 'You can refine a pivot table to show the top three countries with the highest number of COVID cases using value filters based on the sum of cases.', 'Adding columns and performing calculations in a pivot table.', 'Using slicers to filter data in a pivot table.', 'Creating pivot charts in different chart forms.', 'The chapter covers creating a pivot chart in pivot tables and explains the use of macros in Excel to automate tasks.', 'Exploration of advanced Excel topics including What-If analysis with tools like Goal Seek, Data Table, and Scenario Manager.', "Distinctions between functions and subroutines in VBA, and differences between 'This Workbook' and 'Active Workbook' in VBA.", 'Discussion on passing arguments to a VBA function, emphasizing the two ways: by value and by reference.', 'VBA code to check if a number is prime or not.', 'Using debug tool in VBA to check code execution.', 'Finding the last row or column in VBA.', 'Creating a bar chart using VBA.', 'Calculating the area of a rectangle with VBA function.']}], 'highlights': ['The tutorial covers extensive excel topics such as inbuilt functions, data manipulation, pivot tables, vlookup, time series analysis, forecasting, data analysis, descriptive analytics, regression analysis, excel macros, vba for automation, creating dashboards, revenue analysis, excel functions, tips, and formats, advanced excel techniques, with practical examples and job opportunities.', 'The chapter provides a step-by-step explanation of using the index match function in Excel to find the salary for a specific employee and determining the employee ID based on a given salary, showcasing practical examples for effective understanding.', 'Covers the use of vlookup and xlookup functions in excel for searching, matching, and data retrieval, providing step-by-step guidance, syntax, practical demonstrations, and practical implementation, including exact matches, approximate matches, case insensitivity, wildcards, two-way lookups, and error handling.', 'Time series analysis predicts future trends based on historical data, serving as a fundamental method for forecasting.', 'Demonstration of manual trend calculation in Excel using regression analysis, affirming accuracy of handcrafted model.', 'Auto ARIMA method automates the selection of ARIMA model parameters, eliminating manual trial and error.', 'Covers excel features like conditional formatting, data validation, and pivot tables for efficient analysis, including techniques for identifying, differentiating, and visualizing data, controlling data input, and summarizing and analyzing data with quantifiable examples.', 'Macros automate repetitive tasks in Excel, such as removing obsolete columns and formatting reports, saving time and reducing manual effort.', 'The revenue peaked at 195 million in 2014 and dropped to 96 million in 2017, indicating significant fluctuation over the years.', 'Dashboards in Excel offer a visual interface for key measures, facilitating quick decision-making, and providing a high-level overview of the business.', 'Overview of pivot tables, slicers, and data filtering to analyze revenue, profit, items, countries, regions, and sales channels in Excel.', 'The if function in Excel performs logical tests with conditions to determine values based on specified conditions, such as checking if a record is valid if age is greater than 20 and salary is greater than 40,000, providing a practical example and explanation.', 'The chapter covers the use of nested if statements and the application of descriptive statistics and pivot tables in Excel for data analysis.']}