title
Tableau Tutorial For Beginners -1 | Tableau Training For Beginners | Tableau Certification | Edureka

description
***** Tableau Certification Training : https://www.edureka.co/tableau-certification-training ***** This Edureka Tableau Tutorial (Tableau Tutorial Blog: https://goo.gl/DaqKvp) helps you understand about Tableau in detail. This Tableau Tutorial is ideal for both beginners as well as professionals who want to master up their Tableau concepts. Check our complete Tableau playlist here: https://goo.gl/NTpehs This Edureka Tableau Tutorial provides knowledge on what Business Intelligence is and get an introduction to Tableau as well.This Tableau tutorial also gives a sample use case using a data set containing state wise population and crime rate, to create a Horizontal bar graph and Symbol map to represent the data. Subscribe to our channel to get video updates. Hit the subscribe button above. Check our complete Tableau playlist here: https://goo.gl/NTpehs #Tableau #TableauDashboard #TableauTraining #TableauTutorial #TableauCertification #TableauArchitecture #TableauDataAnalysis #TableauVisualization #MeasuresAndDimensions How it Works? This is a 5 Week Instructor led Online Course, 25 hours of assignment and 20 hours of project work We have a 24x7 One-on-One LIVE Technical Support to help you with any problems you might face or any clarifications you may require during the course. At the end of the training you will be working on a real time project for which we will provide you a Grade and a Verifiable Certificate! - - - - - - - - - - - - - - - - - About the Course Edureka's Tableau Certification training is designed to help you become a top Tableau Professional. During this course, our expert Tableau instructors will help you: Understand the need for visualization Make advance insightful visuals Perform scripting Create comprehensive dashboards Connect with multiple sources Integrate Tableau with R - - - - - - - - - - - - - - - - - - - Who should go for this course? The following professionals can go for this course : Data Scientists Business Analysts Statisticians and Analysts Project Managers - - - - - - - - - - - - - - - - Why learn Tableau? Tableau is a leader in Gartner's magic quadrant in BI & Data analytic field. Being used in various leading domains like Business Intelligence, Marketing, Big Data Hadoop, etc., Tableau is one skill set most professional wish to carry ahead in their career . As per Indeed.com, the mean salary of Tableau professional is $ 100,000. For more information, please write back to us at sales@edureka.co Call us at US: 1844 230 6362(toll free) or India: +91-90660 20867 Facebook: https://www.facebook.com/edurekaIN/ Twitter: https://twitter.com/edurekain LinkedIn: https://www.linkedin.com/company/edureka

detail
{'title': 'Tableau Tutorial For Beginners -1 | Tableau Training For Beginners | Tableau Certification | Edureka', 'heatmap': [{'end': 2097.894, 'start': 2035.002, 'weight': 1}], 'summary': 'The tutorial covers tableau and data visualization, emphasizing its importance, features, and techniques. it also explores analyzing and gaining insights from movie data using tableau, highlighting correlations, predictions, and the significance of imdb scores in determining movie success.', 'chapters': [{'end': 286.767, 'segs': [{'end': 98.029, 'src': 'embed', 'start': 70.506, 'weight': 0, 'content': [{'end': 74.227, 'text': 'So let us first understand what is data visualization.', 'start': 70.506, 'duration': 3.721}, {'end': 79.897, 'text': 'Well, data visualization means representing your data in a pictorial form.', 'start': 75.455, 'duration': 4.442}, {'end': 85.16, 'text': 'It may be in the form of a graph or bar diagrams or a different kind of charts.', 'start': 80.417, 'duration': 4.743}, {'end': 91.943, 'text': 'And visualization allows us to visual access to huge amounts of data in easily digestible visuals.', 'start': 86.02, 'duration': 5.923}, {'end': 95.927, 'text': "Because let's say you might have got all the data in Excel sheets.", 'start': 92.583, 'duration': 3.344}, {'end': 98.029, 'text': 'You have got all that with you.', 'start': 96.247, 'duration': 1.782}], 'summary': 'Data visualization is representing data visually, such as graphs or charts, for easily digestible access to large amounts of data.', 'duration': 27.523, 'max_score': 70.506, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/37k9slxNoiM/pics/37k9slxNoiM70506.jpg'}, {'end': 163.383, 'src': 'embed', 'start': 116.644, 'weight': 1, 'content': [{'end': 122.026, 'text': 'And the simpler your visualization is, the more insights and inferences you can make from it.', 'start': 116.644, 'duration': 5.382}, {'end': 125.947, 'text': 'So simple representations are the most powerful ones.', 'start': 122.586, 'duration': 3.361}, {'end': 131.67, 'text': 'So that is why we need data visualization to understand our data in a better way.', 'start': 126.667, 'duration': 5.003}, {'end': 139.755, 'text': 'And these can be used for analysis of data to make future predictions and this is highly used in solving business problems.', 'start': 132.15, 'duration': 7.605}, {'end': 144.678, 'text': "And the tool that we're going to learn today which is Tableau, this is highly used in BI.", 'start': 140.135, 'duration': 4.543}, {'end': 147.579, 'text': 'So this is data visualization.', 'start': 145.578, 'duration': 2.001}, {'end': 148.919, 'text': "Now let's take an example.", 'start': 147.639, 'duration': 1.28}, {'end': 154.081, 'text': 'So here we have got the x and y coordinates of different points.', 'start': 149.559, 'duration': 4.522}, {'end': 156.201, 'text': 'And these represent a line.', 'start': 154.441, 'duration': 1.76}, {'end': 161.543, 'text': 'So the example that is before you, this represents the data points in four quadrants.', 'start': 156.901, 'duration': 4.642}, {'end': 163.383, 'text': "So you've got the x and y coordinates.", 'start': 161.563, 'duration': 1.82}], 'summary': 'Data visualization, like tableau, provides insights for analysis and predictions, solving business problems.', 'duration': 46.739, 'max_score': 116.644, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/37k9slxNoiM/pics/37k9slxNoiM116644.jpg'}, {'end': 252.055, 'src': 'embed', 'start': 228.598, 'weight': 2, 'content': [{'end': 235.783, 'text': 'It can be used for information analytics, for geospatial analytics, scientific analytics, knowledge discovery,', 'start': 228.598, 'duration': 7.185}, {'end': 241.107, 'text': 'data management and knowledge representation for presentation, production and dissemination.', 'start': 235.783, 'duration': 5.324}, {'end': 249.394, 'text': "It's used for cognitive and perceptual science, for interaction and there are many more usage of it.", 'start': 241.127, 'duration': 8.267}, {'end': 252.055, 'text': 'And why do we use visual analytics??', 'start': 250.074, 'duration': 1.981}], 'summary': 'Visual analytics used for various analytics and knowledge representation purposes.', 'duration': 23.457, 'max_score': 228.598, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/37k9slxNoiM/pics/37k9slxNoiM228598.jpg'}], 'start': 0.109, 'title': 'Tableau and data visualization', 'summary': 'Introduces the importance of data visualization and tableau, covering topics such as tableau installation, working with tableau, functions in tableau, and success stories. it also emphasizes the wide usage of data visualization for better decision-making and risk reduction.', 'chapters': [{'end': 163.383, 'start': 0.109, 'title': 'Introduction to tableau and data visualization', 'summary': 'Introduces the importance of data visualization, the benefits of tableau, and the agenda for the tutorial, covering topics such as data visualization, tableau installation, working with tableau, functions in tableau, and success stories of companies using tableau.', 'duration': 163.274, 'highlights': ['The chapter introduces the importance of data visualization, the benefits of Tableau, and the agenda for the tutorial, covering topics such as data visualization, Tableau installation, working with Tableau, functions in Tableau, and success stories of companies using Tableau. The chapter provides an overview of the tutorial agenda, highlighting the key topics and the benefits of learning about Tableau.', 'Data visualization allows visual access to huge amounts of data in easily digestible visuals, enabling a well-defined overview of the entire data, and is highly used in solving business problems. Data visualization is explained as representing data in a pictorial form, allowing easy access to large datasets and aiding in solving business problems.', "Tableau is highly used in BI and can be utilized for analysis of data, making future predictions, and solving business problems. Tableau's significance in Business Intelligence (BI) is emphasized, highlighting its applications in data analysis, prediction, and problem-solving."]}, {'end': 286.767, 'start': 164.044, 'title': 'Importance of data visualization', 'summary': 'Emphasizes the importance of data visualization in understanding data behavior, making future predictions, and its wide usage for better decision-making and risk reduction.', 'duration': 122.723, 'highlights': ['Data visualization is important for understanding data behavior and making future predictions, leading to better decision-making and risk reduction.', 'Visual analytics is widely used for information analytics, geospatial analytics, scientific analytics, knowledge discovery, data management, and knowledge representation, leading to better customer relationships, strategic initiatives, and financial performance.', 'Visual analytics helps in making better decisions, reducing risk, and building better customer relationships, key strategic initiatives, and financial performance.']}], 'duration': 286.658, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/37k9slxNoiM/pics/37k9slxNoiM109.jpg', 'highlights': ['Data visualization allows visual access to huge amounts of data in easily digestible visuals, enabling a well-defined overview of the entire data, and is highly used in solving business problems.', "Tableau's significance in Business Intelligence (BI) is emphasized, highlighting its applications in data analysis, prediction, and problem-solving.", 'Visual analytics is widely used for information analytics, geospatial analytics, scientific analytics, knowledge discovery, data management, and knowledge representation, leading to better customer relationships, strategic initiatives, and financial performance.', 'Data visualization is important for understanding data behavior and making future predictions, leading to better decision-making and risk reduction.']}, {'end': 693.885, 'segs': [{'end': 329.632, 'src': 'embed', 'start': 287.027, 'weight': 2, 'content': [{'end': 294.13, 'text': 'You can save a lot of money by studying the data, by representing it, and it will give you a brief idea of everything.', 'start': 287.027, 'duration': 7.103}, {'end': 296.931, 'text': 'So this is the entire scope of visual analytics.', 'start': 294.23, 'duration': 2.701}, {'end': 301.914, 'text': 'Now let us understand how does data visualization actually works.', 'start': 297.972, 'duration': 3.942}, {'end': 305.953, 'text': 'So the first thing you need to visualize the data is a data set.', 'start': 302.85, 'duration': 3.103}, {'end': 315.503, 'text': 'Now your data set can be in form of text file, it can be any kind of flat file, Excel sheets, you can also connect to any server or any database.', 'start': 306.574, 'duration': 8.929}, {'end': 317.804, 'text': 'So, and not just one.', 'start': 316.303, 'duration': 1.501}, {'end': 324.689, 'text': 'you can integrate and connect different data sets together, and then you analyze that data according to the parameters,', 'start': 317.804, 'duration': 6.885}, {'end': 329.632, 'text': 'and then you carry out the visualization of how you want to represent what you have analyzed.', 'start': 324.689, 'duration': 4.943}], 'summary': 'Visual analytics can save money by analyzing and representing data from various sources for visualization.', 'duration': 42.605, 'max_score': 287.027, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/37k9slxNoiM/pics/37k9slxNoiM287027.jpg'}, {'end': 416.819, 'src': 'embed', 'start': 370.227, 'weight': 1, 'content': [{'end': 377.313, 'text': 'You can connect it to an Excel file, you can connect it to a text file, you can connect it to a JSON file or any kind of server.', 'start': 370.227, 'duration': 7.086}, {'end': 384.119, 'text': 'You can connect it to a Tableau server, a Microsoft SQL server, Oracle, Amazon Redshift and many more.', 'start': 377.333, 'duration': 6.786}, {'end': 387.261, 'text': 'And it provides you with a very intuitive platform.', 'start': 384.659, 'duration': 2.602}, {'end': 392.424, 'text': 'Now, according to Gartner, Tableau is actually considered the gold standard for intuitive,', 'start': 387.661, 'duration': 4.763}, {'end': 396.867, 'text': 'interactive visual analytics and an established enterprise platform.', 'start': 392.424, 'duration': 4.443}, {'end': 400.569, 'text': 'And you can represent your data in any way that you want.', 'start': 397.487, 'duration': 3.082}, {'end': 404.092, 'text': 'The visuals that Tableau gives you are very interactive.', 'start': 400.91, 'duration': 3.182}, {'end': 405.253, 'text': 'You can tweak them around.', 'start': 404.152, 'duration': 1.101}, {'end': 409.776, 'text': 'You can play around those graphs and the different charts that you make in Tableau.', 'start': 405.273, 'duration': 4.503}, {'end': 412.998, 'text': 'And you can visualize your data in many ways.', 'start': 410.216, 'duration': 2.782}, {'end': 416.819, 'text': 'and also it has very quick production time.', 'start': 413.778, 'duration': 3.041}], 'summary': 'Tableau is considered the gold standard for intuitive, interactive visual analytics, with a quick production time, connecting to various data sources and providing interactive data visualization.', 'duration': 46.592, 'max_score': 370.227, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/37k9slxNoiM/pics/37k9slxNoiM370227.jpg'}, {'end': 462.461, 'src': 'embed', 'start': 436.385, 'weight': 6, 'content': [{'end': 444.349, 'text': 'and now it is treated as the top interactive tool that is used in BI, standing above click view and other tools,', 'start': 436.385, 'duration': 7.964}, {'end': 449.152, 'text': 'and that is why we should all start using tableau, and it is very fun to play around with tableau.', 'start': 444.349, 'duration': 4.803}, {'end': 456.537, 'text': "let me tell you I'll show you that in a while how we can make different analysis of data by representing it visually.", 'start': 449.152, 'duration': 7.385}, {'end': 462.461, 'text': 'so now let us move on to our next topic and let us see in detail what is tableau.', 'start': 456.537, 'duration': 5.924}], 'summary': 'Tableau is the top interactive bi tool, surpassing clickview, and offers enjoyable data visualization.', 'duration': 26.076, 'max_score': 436.385, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/37k9slxNoiM/pics/37k9slxNoiM436385.jpg'}, {'end': 677.31, 'src': 'embed', 'start': 650.253, 'weight': 0, 'content': [{'end': 655.335, 'text': 'So in-memory connection is a very fast data engine to optimize your analytics.', 'start': 650.253, 'duration': 5.082}, {'end': 661.638, 'text': 'You can connect your data and after that with one click, you can extract your data to get in-memory in Tableau.', 'start': 655.795, 'duration': 5.843}, {'end': 670.301, 'text': "And Tableau's data engine fully consumes your entire system to attain fast queries, answers, and millions of rows of data on commodity hardware.", 'start': 662.218, 'duration': 8.083}, {'end': 677.31, 'text': 'And since the data engine can use disk storage as well as RAM and cache memory,', 'start': 671.201, 'duration': 6.109}], 'summary': 'In-memory connection in tableau accelerates analytics, handling millions of rows on commodity hardware.', 'duration': 27.057, 'max_score': 650.253, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/37k9slxNoiM/pics/37k9slxNoiM650253.jpg'}], 'start': 287.027, 'title': 'Data visualization and tableau', 'summary': "Covers the scope of visual analytics, data visualization techniques, and types of datasets. it also delves into tableau's features, such as connecting to various data sources, intuitive platform, quick production time, and unique in-memory connection, solidifying its position as a top interactive tool in bi.", 'chapters': [{'end': 329.632, 'start': 287.027, 'title': 'Visual analytics and data visualization', 'summary': 'Explains the scope of visual analytics, the process of data visualization, and the various types of data sets that can be used for analysis and visualization.', 'duration': 42.605, 'highlights': ['You can integrate and connect different data sets together, analyze the data according to parameters, and carry out visualization of the analyzed data.', 'Various types of data sets such as text files, flat files, Excel sheets, and connections to servers or databases can be used for data visualization.', 'Studying and representing data can lead to significant cost savings and provide a comprehensive understanding of the data.']}, {'end': 693.885, 'start': 330.073, 'title': "Understanding tableau's data visualization", 'summary': 'Explains the features and benefits of tableau for data visualization, highlighting its flexibility in connecting to various data sources, intuitive platform, quick production time, and unique in-memory connection for fast analytics, which has led to its recognition as a top interactive tool in bi.', 'duration': 363.812, 'highlights': ['Tableau is considered the gold standard for intuitive, interactive visual analytics, with visuals that are very interactive and provide quick production time.', "Tableau's flexibility allows it to connect to various data sources, including Excel, text, JSON, Tableau server, Microsoft SQL server, Oracle, Amazon Redshift, and more, making it a popular choice for business intelligence and data analysis.", "Tableau's unique in-memory connection provides a fast data engine to optimize analytics, enabling fast queries, answers, and the processing of millions of rows of data on commodity hardware.", "The chapter emphasizes Tableau's recognition as a top interactive tool in BI, standing above competitors like ClickView, and highlights its widespread usage by big companies for business intelligence and data analysis purposes."]}], 'duration': 406.858, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/37k9slxNoiM/pics/37k9slxNoiM287027.jpg', 'highlights': ["Tableau's unique in-memory connection provides a fast data engine to optimize analytics, enabling fast queries, answers, and the processing of millions of rows of data on commodity hardware.", "Tableau's flexibility allows it to connect to various data sources, including Excel, text, JSON, Tableau server, Microsoft SQL server, Oracle, Amazon Redshift, and more, making it a popular choice for business intelligence and data analysis.", 'Various types of data sets such as text files, flat files, Excel sheets, and connections to servers or databases can be used for data visualization.', 'You can integrate and connect different data sets together, analyze the data according to parameters, and carry out visualization of the analyzed data.', 'Tableau is considered the gold standard for intuitive, interactive visual analytics, with visuals that are very interactive and provide quick production time.', 'Studying and representing data can lead to significant cost savings and provide a comprehensive understanding of the data.', "The chapter emphasizes Tableau's recognition as a top interactive tool in BI, standing above competitors like ClickView, and highlights its widespread usage by big companies for business intelligence and data analysis purposes."]}, {'end': 1615.473, 'segs': [{'end': 722.585, 'src': 'embed', 'start': 693.885, 'weight': 0, 'content': [{'end': 700.932, 'text': 'the user begins a session on the Tableau server and then the application server thread begins and then verifies the permissions,', 'start': 693.885, 'duration': 7.047}, {'end': 707.899, 'text': 'their security protocols defined for a particular user, and then the user can have an access to the view created by Tableau.', 'start': 700.932, 'duration': 6.967}, {'end': 715.802, 'text': 'And this is how the Tableau architecture works in order to connect to your data source, in order to analyze it and, finally,', 'start': 708.419, 'duration': 7.383}, {'end': 722.585, 'text': 'providing you with a visual data, or graph, or any kind of visualization, that you chose to view.', 'start': 715.802, 'duration': 6.783}], 'summary': 'Tableau server verifies permissions and provides visual data for data analysis.', 'duration': 28.7, 'max_score': 693.885, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/37k9slxNoiM/pics/37k9slxNoiM693885.jpg'}, {'end': 771.348, 'src': 'embed', 'start': 744.308, 'weight': 1, 'content': [{'end': 749.41, 'text': 'It takes minutes to install Tableau or sometimes it can also get installed in a few seconds.', 'start': 744.308, 'duration': 5.102}, {'end': 753.194, 'text': 'After you have installed Tableau Desktop.', 'start': 750.672, 'duration': 2.522}, {'end': 762.862, 'text': 'the latest version of Tableau Desktop is 10.2, so you can install that and after installing it will ask you to register to activate your version.', 'start': 753.194, 'duration': 9.668}, {'end': 765.184, 'text': "So you'll get a license key.", 'start': 763.682, 'duration': 1.502}, {'end': 771.348, 'text': 'you can purchase the license key and if you are a student and you want it for academic purpose, you can get it for free for a year.', 'start': 765.184, 'duration': 6.164}], 'summary': 'Tableau desktop can be installed in minutes, latest version is 10.2, and students can get a free license key for a year.', 'duration': 27.04, 'max_score': 744.308, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/37k9slxNoiM/pics/37k9slxNoiM744308.jpg'}, {'end': 927.719, 'src': 'embed', 'start': 900.029, 'weight': 3, 'content': [{'end': 903.871, 'text': 'The date and time values are represented with a calendar icon but with a clock.', 'start': 900.029, 'duration': 3.842}, {'end': 907.812, 'text': 'The numerical values are represented with a hash symbol.', 'start': 904.491, 'duration': 3.321}, {'end': 912.594, 'text': "The Boolean values are T's type F, which is true or false.", 'start': 908.372, 'duration': 4.222}, {'end': 917.195, 'text': 'And geographical values are represented with a globe with latitudes and longitudes.', 'start': 912.734, 'duration': 4.461}, {'end': 922.357, 'text': 'And the best part about Tableau is that it auto-detects all the data types.', 'start': 918.596, 'duration': 3.761}, {'end': 927.719, 'text': "You don't have to specify which data type is what, but if you want to, you can do that as well.", 'start': 922.417, 'duration': 5.302}], 'summary': 'Tableau auto-detects data types, including date/time, numerical, boolean, and geographical values.', 'duration': 27.69, 'max_score': 900.029, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/37k9slxNoiM/pics/37k9slxNoiM900029.jpg'}, {'end': 1094.601, 'src': 'embed', 'start': 1065.677, 'weight': 4, 'content': [{'end': 1068.7, 'text': 'And to represent a measure, you always need a dimension.', 'start': 1065.677, 'duration': 3.023}, {'end': 1073.003, 'text': 'And dimension, like I was telling you, it helps to detail your data.', 'start': 1069.2, 'duration': 3.803}, {'end': 1077.026, 'text': "Now, when you see just measures, let's consider sales.", 'start': 1073.624, 'duration': 3.402}, {'end': 1078.868, 'text': "So you'll just see a number.", 'start': 1077.787, 'duration': 1.081}, {'end': 1082.569, 'text': "The sales is, let's say, 10, 000.", 'start': 1079.687, 'duration': 2.882}, {'end': 1084.792, 'text': "But that doesn't give you a whole picture of anything.", 'start': 1082.57, 'duration': 2.222}, {'end': 1094.601, 'text': 'But when you say it like the sales by region or sales by a unique product ID, and this helps you to add detail in your representation of data.', 'start': 1085.132, 'duration': 9.469}], 'summary': 'Dimensions add detail to measures for a more comprehensive data representation.', 'duration': 28.924, 'max_score': 1065.677, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/37k9slxNoiM/pics/37k9slxNoiM1065677.jpg'}, {'end': 1277.392, 'src': 'embed', 'start': 1230.034, 'weight': 5, 'content': [{'end': 1236.539, 'text': 'So that is why visualizations are important and you need to understand also that how you should visualize your data.', 'start': 1230.034, 'duration': 6.505}, {'end': 1239.321, 'text': 'And the next is the geographical graph.', 'start': 1237.4, 'duration': 1.921}, {'end': 1245.966, 'text': "Now if you're viewing the sales by regions, you can see it in a geographical graph like that.", 'start': 1239.882, 'duration': 6.084}, {'end': 1254.153, 'text': "You can pinpoint the areas where you're getting the maximum amount of sales and you can also have an area graph with dual accesses.", 'start': 1246.467, 'duration': 7.686}, {'end': 1259.403, 'text': 'Now these are the sales and profit dual axis graph that you can see over here.', 'start': 1254.881, 'duration': 4.522}, {'end': 1262.825, 'text': 'And there are many more ways of visualizing your data.', 'start': 1260.384, 'duration': 2.441}, {'end': 1264.345, 'text': 'Let us see some more.', 'start': 1263.285, 'duration': 1.06}, {'end': 1270.028, 'text': 'Now this is one of the most popular visualizations in Tableau, which is called the heat map.', 'start': 1265.126, 'duration': 4.902}, {'end': 1273.57, 'text': 'Now colors are very important in heat map.', 'start': 1270.869, 'duration': 2.701}, {'end': 1277.392, 'text': 'In heat maps, the denser is the color, the more value it represents.', 'start': 1274.01, 'duration': 3.382}], 'summary': 'Visualize sales data using geographical, area, and heat map graphs for better insights.', 'duration': 47.358, 'max_score': 1230.034, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/37k9slxNoiM/pics/37k9slxNoiM1230034.jpg'}, {'end': 1357.096, 'src': 'embed', 'start': 1326.161, 'weight': 7, 'content': [{'end': 1331.304, 'text': 'Now let us understand which visualization to apply with what kind of data sets.', 'start': 1326.161, 'duration': 5.143}, {'end': 1336.041, 'text': 'So in the left hand side, this is the visualization that you should choose.', 'start': 1332.478, 'duration': 3.563}, {'end': 1339.863, 'text': "And this represents the kind of data set that you're using.", 'start': 1336.641, 'duration': 3.222}, {'end': 1347.309, 'text': "So let's say that if you're using a data set that contains discontinuous values, you can use a bar graph for that.", 'start': 1340.784, 'duration': 6.525}, {'end': 1350.971, 'text': 'And for continuous dimensions, you should use a line graph.', 'start': 1347.989, 'duration': 2.982}, {'end': 1357.096, 'text': 'And if you want to represent two measures together that we just saw, and if you want it for comparison,', 'start': 1351.532, 'duration': 5.564}], 'summary': 'Choose bar graph for discontinuous values, line graph for continuous dimensions, and compare with combined measures.', 'duration': 30.935, 'max_score': 1326.161, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/37k9slxNoiM/pics/37k9slxNoiM1326161.jpg'}, {'end': 1440.347, 'src': 'embed', 'start': 1416.985, 'weight': 8, 'content': [{'end': 1425.508, 'text': 'But this is just to give you a brief idea because your data set will definitely contain at least one or two different kinds of data among these.', 'start': 1416.985, 'duration': 8.523}, {'end': 1429.27, 'text': 'And now let us understand functions in Tableau.', 'start': 1426.669, 'duration': 2.601}, {'end': 1432.992, 'text': 'Now you can use different functions to join different data sets.', 'start': 1429.99, 'duration': 3.002}, {'end': 1440.347, 'text': 'If you want to combine columns, you can use joins, and it uses all the SQL joins that you might have studied about.', 'start': 1433.806, 'duration': 6.541}], 'summary': 'Tableau functions allow joining and combining data sets using various sql joins.', 'duration': 23.362, 'max_score': 1416.985, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/37k9slxNoiM/pics/37k9slxNoiM1416985.jpg'}, {'end': 1603.769, 'src': 'embed', 'start': 1575.435, 'weight': 9, 'content': [{'end': 1578.517, 'text': 'You can also design visuals for a particular device.', 'start': 1575.435, 'duration': 3.082}, {'end': 1584.94, 'text': 'If you want it in your mobile, you can select it the device type tablet or it is a mobile phone.', 'start': 1578.657, 'duration': 6.283}, {'end': 1592.003, 'text': 'You can do that also because the resolutions of different screens are different and you know that mobile phones are small.', 'start': 1585.02, 'duration': 6.983}, {'end': 1595.485, 'text': "The screen is smaller than the computer or the tablet that you're using.", 'start': 1592.043, 'duration': 3.442}, {'end': 1601.148, 'text': 'So all the visualizations that are created together in the dashboards might not fit into because it might be too small.', 'start': 1595.805, 'duration': 5.343}, {'end': 1603.769, 'text': "and you won't get a proper visualization.", 'start': 1601.568, 'duration': 2.201}], 'summary': 'Design visuals for specific devices to ensure proper visualization and fit, considering varying screen resolutions and sizes.', 'duration': 28.334, 'max_score': 1575.435, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/37k9slxNoiM/pics/37k9slxNoiM1575435.jpg'}], 'start': 693.885, 'title': 'Tableau data visualization', 'summary': 'Delves into tableau architecture, installation, data connection, and visualization techniques. it emphasizes the ease of installation, data connection, visualization types, and the importance of visualizing data, highlighting various techniques and functions in tableau.', 'chapters': [{'end': 786.335, 'start': 693.885, 'title': 'Tableau architecture and installation', 'summary': 'Discusses the tableau architecture, including user permissions and data visualization, and provides a brief overview of the tableau installation process, emphasizing the ease and quickness of installation, and options for obtaining a license key and installation for academic purposes.', 'duration': 92.45, 'highlights': ['The Tableau architecture involves the Tableau server, application server thread, permission verification, security protocols, and data visualization, enabling users to access and analyze data (quantifiable data: Tableau server, application server thread, Tableau view)', 'Installing Tableau is straightforward and quick, requiring users to download the exe file from the Tableau website, run the file, and register to activate the version, with the latest version being Tableau Desktop 10.2 (quantifiable data: Tableau Desktop 10.2)', 'Users can obtain a license key for Tableau through purchase or, for academic purposes, obtain it for free for a year, by completing the registration process (quantifiable data: free academic license for a year)', 'The installation of Tableau takes only minutes or sometimes seconds, making it quick and convenient for users (quantifiable data: minutes/seconds)']}, {'end': 1229.133, 'start': 786.936, 'title': 'Tableau: data connection and visualization', 'summary': 'Discusses connecting data sources in tableau, including types of data and how to visualize it, emphasizing the auto-detection of data types, the distinction between dimensions and measures, and various visualizations like bar graphs and heat maps.', 'duration': 442.197, 'highlights': ['Tableau auto-detects data types, including Boolean, date, time, geographical values, whole numbers, decimal numbers, and text, representing each with appropriate symbols. Tableau auto-detects various data types, such as Boolean, date, time, geographical values, whole numbers, decimal numbers, and text, and represents each with appropriate symbols.', 'The distinction between dimensions (independent variables with various data types) and measures (inbuilt data types represented by numbers) is essential for detailing and analyzing data. Dimensions and measures play a crucial role in detailing and analyzing data, with dimensions being independent variables with various data types and measures being inbuilt data types represented by numbers.', 'The chapter explains various visualizations in Tableau, such as bar graphs, line graphs, and dual axis graphs, and how they help in analyzing and making future predictions based on the data. Various visualizations like bar graphs, line graphs, and dual axis graphs are explained, demonstrating their role in analyzing data and making future predictions based on the data.']}, {'end': 1615.473, 'start': 1230.034, 'title': 'Importance of visualizing data', 'summary': 'Emphasizes the importance of visualizing data in tableau, highlighting various visualization techniques such as geographical graphs, heat maps, tree maps, and the selection of appropriate visualizations based on data types and the use of functions in tableau.', 'duration': 385.439, 'highlights': ['The chapter emphasizes the importance of visualizing data in Tableau, highlighting various visualization techniques such as geographical graphs, heat maps, and tree maps. The chapter stresses the significance of visualizing data in Tableau and discusses various visualization techniques, including geographical graphs, heat maps, and tree maps.', 'The selection of appropriate visualizations based on data types is discussed, such as using bar graphs for discontinuous values and line graphs for continuous dimensions. The chapter explains the selection of suitable visualizations based on data types, recommending bar graphs for discontinuous values and line graphs for continuous dimensions.', 'The use of functions in Tableau for combining data sets, sorting data, setting filter conditions, and forecasting future trends is outlined. The chapter outlines the use of functions in Tableau for combining data sets, sorting data, setting filter conditions, and forecasting future trends.', 'The importance of designing visuals for specific devices to ensure proper visualization on different screens is highlighted. The importance of designing visuals for specific devices to ensure proper visualization on different screens is emphasized.']}], 'duration': 921.588, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/37k9slxNoiM/pics/37k9slxNoiM693885.jpg', 'highlights': ['The Tableau architecture involves the Tableau server, application server thread, permission verification, and data visualization, enabling users to access and analyze data.', 'Installing Tableau is straightforward and quick, requiring users to download the exe file from the Tableau website, run the file, and register to activate the version, with the latest version being Tableau Desktop 10.2.', 'The installation of Tableau takes only minutes or sometimes seconds, making it quick and convenient for users.', 'Tableau auto-detects data types, including Boolean, date, time, geographical values, whole numbers, decimal numbers, and text, representing each with appropriate symbols.', 'The distinction between dimensions and measures is essential for detailing and analyzing data.', 'The chapter explains various visualizations in Tableau, such as bar graphs, line graphs, and dual axis graphs, and how they help in analyzing and making future predictions based on the data.', 'The chapter emphasizes the importance of visualizing data in Tableau, highlighting various visualization techniques such as geographical graphs, heat maps, and tree maps.', 'The selection of appropriate visualizations based on data types is discussed, such as using bar graphs for discontinuous values and line graphs for continuous dimensions.', 'The use of functions in Tableau for combining data sets, sorting data, setting filter conditions, and forecasting future trends is outlined.', 'The importance of designing visuals for specific devices to ensure proper visualization on different screens is highlighted.']}, {'end': 2071.891, 'segs': [{'end': 1708.505, 'src': 'embed', 'start': 1635.268, 'weight': 0, 'content': [{'end': 1641.834, 'text': 'So let us decide that if the IMDB ratings actually determine a good movie or a successful movie.', 'start': 1635.268, 'duration': 6.566}, {'end': 1651.538, 'text': "So what we're going to do is we're going to have a dataset which contains the IMDb ratings for different movies and we're going to input that dataset into our tableau.", 'start': 1642.635, 'duration': 8.903}, {'end': 1656.959, 'text': "And the first thing we're going to do is we're going to compare the gross and the IMDb rating.", 'start': 1652.258, 'duration': 4.701}, {'end': 1661.501, 'text': 'It means that the money that the movie has earned according to the IMDb ratings.', 'start': 1656.999, 'duration': 4.502}, {'end': 1668.543, 'text': "The next insight that we'll have is we'll find a correlation between the IMDb score and the movie budget.", 'start': 1662.241, 'duration': 6.302}, {'end': 1674.587, 'text': "We're also going to predict the movie success based on actors.", 'start': 1669.523, 'duration': 5.064}, {'end': 1679.93, 'text': 'or is it the genre which makes the movie successful, or is it because of a director?', 'start': 1674.587, 'duration': 5.343}, {'end': 1687.636, 'text': "And we'll also try to identify or understand if a Facebook campaign affects the movie sales.", 'start': 1680.791, 'duration': 6.845}, {'end': 1691.839, 'text': "And we'll create visualizations for all of these insights.", 'start': 1688.677, 'duration': 3.162}, {'end': 1695.982, 'text': "And we'll match our predictions with the actual box office numbers.", 'start': 1692.519, 'duration': 3.463}, {'end': 1698.964, 'text': 'So let me just show you how to do that.', 'start': 1696.982, 'duration': 1.982}, {'end': 1705.543, 'text': "So this is the screen that you'll get when you open Tableau 10.2.", 'start': 1700.959, 'duration': 4.584}, {'end': 1708.505, 'text': 'So the first thing that you need to do is connect to your data.', 'start': 1705.543, 'duration': 2.962}], 'summary': 'Analyzing imdb ratings to predict movie success based on gross, budget, actors, genre, director, and impact of facebook campaign using tableau visualizations.', 'duration': 73.237, 'max_score': 1635.268, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/37k9slxNoiM/pics/37k9slxNoiM1635268.jpg'}, {'end': 1841.57, 'src': 'embed', 'start': 1810.443, 'weight': 5, 'content': [{'end': 1812.544, 'text': 'So we just talked about it a while ago.', 'start': 1810.443, 'duration': 2.101}, {'end': 1817.607, 'text': 'So you can see over here the dimensions are mentioned over here and measures are mentioned over here.', 'start': 1812.564, 'duration': 5.043}, {'end': 1821.528, 'text': "And you don't have to worry because Tableau auto detects everything.", 'start': 1817.967, 'duration': 3.561}, {'end': 1830.317, 'text': 'So when there is text, when the field contains any kind of text, it is automatically moved on to dimensions, and when it contains numbers,', 'start': 1821.989, 'duration': 8.328}, {'end': 1832.72, 'text': 'it is automatically moved on to measures.', 'start': 1830.317, 'duration': 2.403}, {'end': 1841.57, 'text': 'but if sometimes there you want a number in the dimension as well, so you can specify it, like, for example, over here, this is a number, over here,', 'start': 1832.72, 'duration': 8.85}], 'summary': 'Tableau auto detects dimensions and measures, moving text to dimensions and numbers to measures.', 'duration': 31.127, 'max_score': 1810.443, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/37k9slxNoiM/pics/37k9slxNoiM1810443.jpg'}, {'end': 1928.86, 'src': 'embed', 'start': 1899.932, 'weight': 4, 'content': [{'end': 1901.753, 'text': 'So these could be found in measures.', 'start': 1899.932, 'duration': 1.821}, {'end': 1906.118, 'text': "So this is the budget, so we'll put it on rows.", 'start': 1902.537, 'duration': 3.581}, {'end': 1911.92, 'text': 'There it is, and also the gross.', 'start': 1908.739, 'duration': 3.181}, {'end': 1917.102, 'text': 'So these are the two graphs that you can see over here.', 'start': 1913.821, 'duration': 3.281}, {'end': 1924.056, 'text': 'Now you can also sort this graph accordingly if you want to see that which one has the highest gross amount.', 'start': 1918.072, 'duration': 5.984}, {'end': 1928.86, 'text': 'So you can just click this over here if you want it in a descending order or ascending order.', 'start': 1924.116, 'duration': 4.744}], 'summary': 'Transcript covers budget allocation and sorting of gross amounts in graphs.', 'duration': 28.928, 'max_score': 1899.932, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/37k9slxNoiM/pics/37k9slxNoiM1899932.jpg'}], 'start': 1615.853, 'title': 'Analyzing movie data', 'summary': 'Delves into using tableau 10.2 to analyze movie dataset, exploring correlations between imdb ratings, gross income, budget, and the influence of actors, genre, and director on movie success, while also visualizing insights and making predictions.', 'chapters': [{'end': 1679.93, 'start': 1615.853, 'title': 'Analyzing movie success with tableau', 'summary': 'Explores the process of determining a good movie by analyzing the correlation between imdb ratings, movie gross, budget, and the impact of actors, genre, and director on movie success.', 'duration': 64.077, 'highlights': ['We will compare the gross and IMDb rating to determine the correlation between earnings and ratings.', "We'll analyze the correlation between the IMDb score and the movie budget to understand their relationship.", 'The chapter also aims to predict movie success based on actors, genre, or director.']}, {'end': 2071.891, 'start': 1680.791, 'title': 'Analyzing movie data with tableau', 'summary': 'Covers using tableau 10.2 to visualize and analyze a movie dataset, comparing budget, gross income, and imdb scores to identify insights and make predictions, auto-detecting dimensions and measures, and using dual axis to represent data in a clearer way.', 'duration': 391.1, 'highlights': ['Using Tableau 10.2 to visualize and analyze a movie dataset, comparing budget, gross income, and IMDb scores to identify insights and make predictions The chapter discusses using Tableau 10.2 to visualize and analyze a movie dataset, comparing budget, gross income, and IMDb scores to identify insights and make predictions for the movie sales.', 'Auto-detecting dimensions and measures to categorize text and numbers Tableau auto detects dimensions and measures, categorizing text as dimensions and numbers as measures, simplifying the process of classifying data for visualization.', 'Using dual axis to represent data in a clearer way The chapter demonstrates using dual axis to represent budget and gross income in a clearer way, enabling a comparison of two measures in the same x and y axis for better visualization.']}], 'duration': 456.038, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/37k9slxNoiM/pics/37k9slxNoiM1615853.jpg', 'highlights': ['The chapter aims to predict movie success based on actors, genre, or director.', 'We will compare the gross and IMDb rating to determine the correlation between earnings and ratings.', "We'll analyze the correlation between the IMDb score and the movie budget to understand their relationship.", 'Using Tableau 10.2 to visualize and analyze a movie dataset, comparing budget, gross income, and IMDb scores to identify insights and make predictions.', 'The chapter demonstrates using dual axis to represent budget and gross income in a clearer way, enabling a comparison of two measures in the same x and y axis for better visualization.', 'Auto-detecting dimensions and measures to categorize text and numbers Tableau auto detects dimensions and measures, categorizing text as dimensions and numbers as measures, simplifying the process of classifying data for visualization.']}, {'end': 2401.476, 'segs': [{'end': 2139.247, 'src': 'embed', 'start': 2113.007, 'weight': 1, 'content': [{'end': 2121.435, 'text': 'So because if you see this movie over here, Lady Vengeance, the budget was so high, the IMDB score was quite good, but the money they earned,', 'start': 2113.007, 'duration': 8.428}, {'end': 2123.277, 'text': "or the gross, isn't that good.", 'start': 2121.435, 'duration': 1.842}, {'end': 2131.825, 'text': 'But if you see in case of Avengers, you can see they earned more money than the budget they actually had, and the IMDB score is also good.', 'start': 2123.958, 'duration': 7.867}, {'end': 2139.247, 'text': "So we can make this following insight that budget doesn't really matter much when it comes to earning gross.", 'start': 2132.6, 'duration': 6.647}], 'summary': "Budget doesn't matter much for earning gross; avengers earned more than budget with good imdb score.", 'duration': 26.24, 'max_score': 2113.007, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/37k9slxNoiM/pics/37k9slxNoiM2113007.jpg'}, {'end': 2238.989, 'src': 'embed', 'start': 2215.725, 'weight': 0, 'content': [{'end': 2223.606, 'text': 'These have got more than one IMDb scores because maybe these are the same name but they were released in different years.', 'start': 2215.725, 'duration': 7.881}, {'end': 2230.068, 'text': "So let us exclude this kind of data from here just because we don't want to create any confusion.", 'start': 2223.687, 'duration': 6.381}, {'end': 2234.029, 'text': 'Okay, so there it is.', 'start': 2233.009, 'duration': 1.02}, {'end': 2238.989, 'text': 'So you can see that Towering Inferno, this has the highest IMDB rating with 9.5.', 'start': 2234.645, 'duration': 4.344}], 'summary': 'Excluding duplicate imdb scores, towering inferno has the highest rating of 9.5.', 'duration': 23.264, 'max_score': 2215.725, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/37k9slxNoiM/pics/37k9slxNoiM2215725.jpg'}, {'end': 2325.8, 'src': 'embed', 'start': 2292.703, 'weight': 3, 'content': [{'end': 2294.804, 'text': 'So the scale is mismatched.', 'start': 2292.703, 'duration': 2.101}, {'end': 2300.026, 'text': 'So this is not a very good idea to compare IMDB scores and the gross together.', 'start': 2295.384, 'duration': 4.642}, {'end': 2303.368, 'text': "So we'll try to figure out to represent it in a better way.", 'start': 2300.106, 'duration': 3.262}, {'end': 2308.39, 'text': "So what we'll do is that we'll remove the gross from over here.", 'start': 2304.448, 'duration': 3.942}, {'end': 2314.833, 'text': 'So now you can only see the bar graph with the highest IMDB scores like this.', 'start': 2309.971, 'duration': 4.862}, {'end': 2319.055, 'text': "So now let's just put the gross income of the movie in detail.", 'start': 2315.433, 'duration': 3.622}, {'end': 2325.8, 'text': 'So just drag and drop to detail and include this in the tooltip as well.', 'start': 2319.778, 'duration': 6.022}], 'summary': 'Mismatched scale; reconsider comparing imdb scores and gross; visualize with bar graph and detail tooltip.', 'duration': 33.097, 'max_score': 2292.703, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/37k9slxNoiM/pics/37k9slxNoiM2292703.jpg'}, {'end': 2401.476, 'src': 'embed', 'start': 2348.519, 'weight': 2, 'content': [{'end': 2355.541, 'text': 'So if you just go and hover over all the gross income, you can see that IMDb score does matter a little.', 'start': 2348.519, 'duration': 7.022}, {'end': 2365.203, 'text': "but if you compare Godfather and Shawshank Redemption, so they don't have much difference in score, but the gross income is quite huge.", 'start': 2355.541, 'duration': 9.662}, {'end': 2368.403, 'text': 'The difference in gross income is quite huge, you can see that.', 'start': 2365.583, 'duration': 2.82}, {'end': 2372.844, 'text': 'So let us compare with lesser IMDb score movies.', 'start': 2368.943, 'duration': 3.901}, {'end': 2375.925, 'text': 'So let us compare this.', 'start': 2373.704, 'duration': 2.221}, {'end': 2385.828, 'text': 'So, even though you can see that the IMDb score is quite less, but the gross income, which is almost 4 million,', 'start': 2377.225, 'duration': 8.603}, {'end': 2388.809, 'text': 'it is not that much different with the Shawshank Redemption.', 'start': 2385.828, 'duration': 2.981}, {'end': 2399.695, 'text': 'And if you see the movies over here, which is the baby geniuses, it has almost earned the same money as Shawshank Redemption,', 'start': 2389.829, 'duration': 9.866}, {'end': 2401.476, 'text': 'even though the IMDB score is quite less.', 'start': 2399.695, 'duration': 1.781}], 'summary': 'Imdb score has some impact on gross income, but notable exceptions exist, such as shawshank redemption and baby geniuses.', 'duration': 52.957, 'max_score': 2348.519, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/37k9slxNoiM/pics/37k9slxNoiM2348519.jpg'}], 'start': 2071.891, 'title': 'Movie data analysis insights', 'summary': "Explores insights from analyzing movie data, emphasizing the importance of imdb scores over budget in determining a movie's success and highlighting the significance of the shawshank redemption's high gross income despite not having the highest imdb score.", 'chapters': [{'end': 2238.989, 'start': 2071.891, 'title': 'Movie data analysis insights', 'summary': "Explores the insights gained from analyzing movie data, including the relationship between budget, gross income, and imdb scores, highlighting the importance of imdb scores over budget in determining a movie's success, as well as identifying the movie with the highest imdb rating.", 'duration': 167.098, 'highlights': ["The importance of IMDB scores over budget in determining a movie's success is highlighted, with the example of Lady Vengeance having a high budget but lower gross income compared to Avengers, which earned more than its budget and had a good IMDB score.", 'The analysis reveals that Towering Inferno has the highest IMDB rating of 9.5, showcasing the significance of IMDB scores in evaluating movie success.']}, {'end': 2401.476, 'start': 2238.989, 'title': 'Comparing movie gross income and imdb score', 'summary': "Demonstrates the comparison of gross income and imdb scores of movies, highlighting the significance of the shawshank redemption's high gross income despite not having the highest imdb score, and the similarity in gross income between movies with varying imdb scores.", 'duration': 162.487, 'highlights': ['Shawshank Redemption has a high gross income despite not having the highest IMDb score. The Shawshank Redemption, with an IMDb score of 9.3, has a significant gross income, indicating its commercial success despite not having the highest IMDb score.', 'Similar gross income between movies with varying IMDb scores. Movies with varying IMDb scores, such as Godfather and Shawshank Redemption, show a significant difference in gross income despite having similar IMDb scores, highlighting the varying impact of IMDb scores on commercial success.', 'Comparison of gross income and IMDb score to identify discrepancies. The chapter discusses the challenge of comparing gross income and IMDb scores due to the mismatched scale, emphasizing the need for a better representation to understand the relationship between the two metrics.']}], 'duration': 329.585, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/37k9slxNoiM/pics/37k9slxNoiM2071891.jpg', 'highlights': ['The analysis reveals that Towering Inferno has the highest IMDB rating of 9.5, showcasing the significance of IMDB scores in evaluating movie success.', "The importance of IMDB scores over budget in determining a movie's success is highlighted, with the example of Lady Vengeance having a high budget but lower gross income compared to Avengers, which earned more than its budget and had a good IMDB score.", 'Shawshank Redemption has a high gross income despite not having the highest IMDb score. The Shawshank Redemption, with an IMDb score of 9.3, has a significant gross income, indicating its commercial success despite not having the highest IMDb score.', 'Comparison of gross income and IMDb score to identify discrepancies. The chapter discusses the challenge of comparing gross income and IMDb scores due to the mismatched scale, emphasizing the need for a better representation to understand the relationship between the two metrics.', 'Similar gross income between movies with varying IMDb scores. Movies with varying IMDb scores, such as Godfather and Shawshank Redemption, show a significant difference in gross income despite having similar IMDb scores, highlighting the varying impact of IMDb scores on commercial success.']}, {'end': 3031.897, 'segs': [{'end': 2451.066, 'src': 'embed', 'start': 2401.476, 'weight': 2, 'content': [{'end': 2409.501, 'text': "so it means that IMDB score doesn't matter that much, or doesn't matter completely, when it decides to earning money.", 'start': 2401.476, 'duration': 8.025}, {'end': 2411.422, 'text': 'so what then decides more?', 'start': 2409.501, 'duration': 1.921}, {'end': 2417.426, 'text': 'so let us now compare the Facebook likes, because when you make a Facebook campaign for a particular movie,', 'start': 2411.422, 'duration': 6.004}, {'end': 2420.528, 'text': 'maybe it becomes more popular and more people go to watch it.', 'start': 2417.426, 'duration': 3.102}, {'end': 2422.35, 'text': "so we'll try to analyze that too.", 'start': 2420.528, 'duration': 1.822}, {'end': 2425.752, 'text': 'So let us create one more new sheet.', 'start': 2423.13, 'duration': 2.622}, {'end': 2434.577, 'text': 'So now let us pick movie title in columns because that will be always common since we are trying to find which movie is the best.', 'start': 2426.892, 'duration': 7.685}, {'end': 2443.462, 'text': "We're comparing the different measures of a particular movie so we always want the dimension movie title in our analysis or in our visualization.", 'start': 2435.057, 'duration': 8.405}, {'end': 2448.404, 'text': 'So now let us pick the actor one Facebook likes.', 'start': 2444.242, 'duration': 4.162}, {'end': 2451.066, 'text': 'The actor one is the main protagonist in the movie.', 'start': 2448.424, 'duration': 2.642}], 'summary': 'Imdb score may not determine earnings; analyzing facebook likes as a potential popularity indicator.', 'duration': 49.59, 'max_score': 2401.476, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/37k9slxNoiM/pics/37k9slxNoiM2401476.jpg'}, {'end': 2636.37, 'src': 'embed', 'start': 2610.78, 'weight': 0, 'content': [{'end': 2617.901, 'text': 'but if you see it over here, the actor Facebook likes also determines the income that the movie has earned.', 'start': 2610.78, 'duration': 7.121}, {'end': 2623.343, 'text': 'Maybe because people go to watch a movie because of a particular actor right?', 'start': 2618.421, 'duration': 4.922}, {'end': 2630.905, 'text': "So that's why we can make this insight that an actor's popularity definitely affects the earning of a particular movie.", 'start': 2623.603, 'duration': 7.302}, {'end': 2636.37, 'text': 'So if you just continue to see this graph, you can see that there is a correlation.', 'start': 2631.606, 'duration': 4.764}], 'summary': "Actor's popularity affects movie earnings, as seen in the correlation between facebook likes and income.", 'duration': 25.59, 'max_score': 2610.78, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/37k9slxNoiM/pics/37k9slxNoiM2610780.jpg'}, {'end': 2772.035, 'src': 'embed', 'start': 2737.56, 'weight': 1, 'content': [{'end': 2739.962, 'text': 'You can see that the color is quite dark over here.', 'start': 2737.56, 'duration': 2.402}, {'end': 2745.184, 'text': 'And if you see the gross income of the movie, it is also quite high.', 'start': 2741.323, 'duration': 3.861}, {'end': 2751.207, 'text': 'So you can say that a director Facebook likes or the popularity of a director also determines the gross income,', 'start': 2745.285, 'duration': 5.922}, {'end': 2758.79, 'text': 'because people have heard of the director and they believe on that director that this is going to be a good movie if this person has directed it.', 'start': 2751.207, 'duration': 7.583}, {'end': 2764.552, 'text': 'So you can make the insight that a director also determines the gross income of a movie.', 'start': 2758.91, 'duration': 5.642}, {'end': 2772.035, 'text': "So for Avatar, the director Facebook likes is zero, maybe because James Cameron doesn't have Facebook page.", 'start': 2765.192, 'duration': 6.843}], 'summary': "Director's popularity influences movie's gross income.", 'duration': 34.475, 'max_score': 2737.56, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/37k9slxNoiM/pics/37k9slxNoiM2737560.jpg'}, {'end': 2942.166, 'src': 'embed', 'start': 2915.91, 'weight': 4, 'content': [{'end': 2920.793, 'text': 'You can see Ryan Reiner from Deloitte says that, Tableau is changing the game for us.', 'start': 2915.91, 'duration': 4.883}, {'end': 2925.576, 'text': "It's reduced the time that they have to spend on lower value add activities.", 'start': 2921.073, 'duration': 4.503}, {'end': 2934.942, 'text': 'Similarly, Gerald Nimsic from One Kings Lane says that, it increases our sales, it decreases our cost, there is a direct impact.', 'start': 2926.136, 'duration': 8.806}, {'end': 2937.184, 'text': 'It just gets you inside faster.', 'start': 2935.422, 'duration': 1.762}, {'end': 2940.345, 'text': 'And you can read for the other two as well.', 'start': 2937.924, 'duration': 2.421}, {'end': 2942.166, 'text': 'So there are many success stories.', 'start': 2940.565, 'duration': 1.601}], 'summary': 'Tableau reduces time spent on low-value activities, increases sales, and decreases costs for businesses.', 'duration': 26.256, 'max_score': 2915.91, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/37k9slxNoiM/pics/37k9slxNoiM2915910.jpg'}, {'end': 2985.607, 'src': 'embed', 'start': 2959.986, 'weight': 5, 'content': [{'end': 2964.989, 'text': 'So at first we have understood what data visualization is and the importance of data visualization.', 'start': 2959.986, 'duration': 5.003}, {'end': 2971.492, 'text': 'After that we explored a data visualization tool, which is Tableau, and we understood the features of Tableau.', 'start': 2965.509, 'duration': 5.983}, {'end': 2977.856, 'text': 'We understood what is Tableau, how to install Tableau, and we understood Tableau in a little more deeper way.', 'start': 2971.572, 'duration': 6.284}, {'end': 2980.883, 'text': 'You know how to make Tableau connections.', 'start': 2978.942, 'duration': 1.941}, {'end': 2985.607, 'text': 'You know how to make visualizations with Tableau, how to use different Tableau functions.', 'start': 2981.464, 'duration': 4.143}], 'summary': 'Explored tableau for data visualization, covering installation, connections, and functions.', 'duration': 25.621, 'max_score': 2959.986, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/37k9slxNoiM/pics/37k9slxNoiM2959986.jpg'}], 'start': 2401.476, 'title': 'Correlation between imdb score, facebook likes and movie success', 'summary': "Compares the impact of imdb score and facebook likes on a movie's success, analyzing the correlation between facebook likes of the main actor and the movie's total earnings in gross. it also discusses the impact of movie cast and director's popularity on gross income and the success of tableau as a data visualization tool.", 'chapters': [{'end': 2507.876, 'start': 2401.476, 'title': 'Imdb score vs. facebook likes for movie success', 'summary': "Compares the impact of imdb score and facebook likes on a movie's success, with a focus on analyzing the correlation between facebook likes of the main actor and the movie's total earnings in gross.", 'duration': 106.4, 'highlights': ["Analyzing the correlation between Facebook likes of the main actor and the movie's total earnings in gross, to determine the impact of social media popularity on movie success.", 'Highlighting the importance of considering the dimension of movie title in the analysis and visualization of different measures of a particular movie, emphasizing its relevance in comparing different movies for success.', "Stating that the IMDB score may not significantly influence a movie's earnings, prompting the need to explore other factors such as social media popularity, particularly Facebook likes, and its potential impact on a movie's popularity and financial success."]}, {'end': 3031.897, 'start': 2509.597, 'title': 'Tableau data insights', 'summary': "Discusses the impact of movie cast and director's popularity on the gross income, indicating a correlation between facebook likes and movie earnings, as well as the success and utilization of tableau as a data visualization tool by various companies.", 'duration': 522.3, 'highlights': ['The gross income of a movie is correlated with the popularity of the cast members and the director, as indicated by the comparison of Facebook likes and gross income. The insight reveals a correlation between the popularity of the cast members and director, as indicated by Facebook likes, and the gross income of a movie.', 'Tableau is utilized by various companies, with testimonials from influential individuals highlighting its impact on reducing time spent on low-value activities and increasing sales, resulting in a direct impact on the business. Testimonials from influential individuals emphasize the impact of Tableau in reducing time spent on low-value activities, increasing sales, and providing faster insights, showcasing its widespread utilization and success.', 'The tutorial covers the importance of data visualization, the features of Tableau, making connections, creating visualizations, utilizing Tableau functions, and presents success stories of companies using Tableau. The tutorial comprehensively covers the importance of data visualization, the features of Tableau, making connections, creating visualizations, utilizing Tableau functions, and presents success stories of companies using Tableau.']}], 'duration': 630.421, 'thumbnail': 'https://coursnap.oss-ap-southeast-1.aliyuncs.com/video-capture/37k9slxNoiM/pics/37k9slxNoiM2401476.jpg', 'highlights': ["Analyzing the correlation between Facebook likes of the main actor and the movie's total earnings in gross, to determine the impact of social media popularity on movie success.", 'The gross income of a movie is correlated with the popularity of the cast members and the director, as indicated by the comparison of Facebook likes and gross income.', 'Highlighting the importance of considering the dimension of movie title in the analysis and visualization of different measures of a particular movie, emphasizing its relevance in comparing different movies for success.', "Stating that the IMDB score may not significantly influence a movie's earnings, prompting the need to explore other factors such as social media popularity, particularly Facebook likes, and its potential impact on a movie's popularity and financial success.", 'Tableau is utilized by various companies, with testimonials from influential individuals highlighting its impact on reducing time spent on low-value activities and increasing sales, resulting in a direct impact on the business.', 'The tutorial covers the importance of data visualization, the features of Tableau, making connections, creating visualizations, utilizing Tableau functions, and presents success stories of companies using Tableau.']}], 'highlights': ["Tableau's unique in-memory connection provides a fast data engine to optimize analytics, enabling fast queries, answers, and the processing of millions of rows of data on commodity hardware.", 'Visual analytics is widely used for information analytics, geospatial analytics, scientific analytics, knowledge discovery, data management, and knowledge representation, leading to better customer relationships, strategic initiatives, and financial performance.', 'The analysis reveals that Towering Inferno has the highest IMDB rating of 9.5, showcasing the significance of IMDB scores in evaluating movie success.', "The importance of IMDB scores over budget in determining a movie's success is highlighted, with the example of Lady Vengeance having a high budget but lower gross income compared to Avengers, which earned more than its budget and had a good IMDB score.", "Analyzing the correlation between Facebook likes of the main actor and the movie's total earnings in gross, to determine the impact of social media popularity on movie success.", "Tableau's significance in Business Intelligence (BI) is emphasized, highlighting its applications in data analysis, prediction, and problem-solving.", "The chapter emphasizes Tableau's recognition as a top interactive tool in BI, standing above competitors like ClickView, and highlights its widespread usage by big companies for business intelligence and data analysis purposes.", 'The tutorial covers the importance of data visualization, the features of Tableau, making connections, creating visualizations, utilizing Tableau functions, and presents success stories of companies using Tableau.']}