{"id":22,"date":"2018-01-17T14:36:08","date_gmt":"2018-01-17T19:36:08","guid":{"rendered":"http:\/\/community.mis.temple.edu\/mis3580sec001s2018\/?page_id=22"},"modified":"2020-06-22T10:34:04","modified_gmt":"2020-06-22T14:34:04","slug":"schedule","status":"publish","type":"page","link":"https:\/\/community.mis.temple.edu\/mis0855sec711summer2020\/","title":{"rendered":"Schedule"},"content":{"rendered":"<p>Summer 1, 2020<\/p>\n<table style=\"height: 1504px;width: 30%\">\n<thead>\n<tr style=\"height: 23px\">\n<th style=\"width: 6.39797%;height: 23px\">WEEK<\/th>\n<th style=\"width: 10.1754%;height: 23px\">DATES<\/th>\n<th style=\"width: 7.13372%;height: 23px\">TOPIC<\/th>\n<th style=\"width: 97.2179%;height: 23px\">DUE<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr style=\"height: 759px\">\n<td style=\"width: 6.39797%;height: 759px\">1<\/td>\n<td style=\"width: 10.1754%;height: 759px\">May 12<\/td>\n<td style=\"width: 7.13372%;height: 759px\">\n<p><strong>Data Science: An Introduction, Science &amp; Data Science, Introduction to Data, Identifying Sources of Data<\/strong><\/p>\n<p>Recordings:<\/p>\n<ul>\n<li><a class=\"external\" href=\"https:\/\/temple.zoom.us\/rec\/share\/_vdMJLqo2ExOeJX26njZa5R5FaX-eaa8gXdP_fEMyUkEfeYPGHo1feM2e3wEjWy8?startTime=1588884395000\" target=\"_blank\" rel=\"noreferrer noopener\">Lecture 1.1: Introduction<span class=\"screenreader-only\">\u00a0<\/span><\/a><\/li>\n<li><a class=\"external\" href=\"https:\/\/temple.zoom.us\/rec\/share\/v9BtNLHM33FOU6fWx1ntebwZRpzuaaa8hCVN-_ANz0qx7BdtqXp0pVHNO5IBNe_l?startTime=1588885431000\" target=\"_blank\" rel=\"noreferrer noopener\">Lecture 1.2: Science &amp; Data Science<span class=\"screenreader-only\">\u00a0<\/span><\/a><\/li>\n<li><a class=\"external\" href=\"https:\/\/temple.zoom.us\/rec\/share\/_OxXDZHXzGFLS43c7FrnBIQzPaG5eaa81yUarKEIyxpdR57yMFkeRYjFZ5hKcxSj?startTime=1588973874000\" target=\"_blank\" rel=\"noreferrer noopener\">Lecture 2.1: A Brief Introduction to Data<\/a><\/li>\n<li><a class=\"external\" href=\"https:\/\/temple.zoom.us\/rec\/share\/99RvJrGz9iRIaM_jwkvbao45IN20eaa8hiFL__oMz04SdebeSY3ZThCK-t6UExCc?startTime=1588974699000\" target=\"_blank\" rel=\"noreferrer noopener\">Lecture 2.2: \u00a0Identifying Sources of Data<\/a><\/li>\n<\/ul>\n<p>Readings:<\/p>\n<ul>\n<li><a class=\"external\" href=\"http:\/\/www.wired.com\/2013\/03\/three-science-words-we-should-stop-using%20\" target=\"_blank\" rel=\"noreferrer noopener\">Three Science Words We Should Stop Using (Allain)<span class=\"screenreader-only\">\u00a0<\/span><\/a><\/li>\n<li><a class=\"external\" href=\"http:\/\/www.fastcolabs.com\/3012908\/tracking\/im-beating-the-nsa-to-the-punch-by-spying-on-myself\" target=\"_blank\" rel=\"noreferrer noopener\">I\u2019m Beating the NSA to the Punch by Spying on Myself (Stein)<span class=\"screenreader-only\">\u00a0<\/span><\/a><\/li>\n<li><a class=\"external\" href=\"http:\/\/www.newyorker.com\/tech\/elements\/what-the-n-s-a-wants-to-know-about-your-phone-calls\" target=\"_blank\" rel=\"noreferrer noopener\">What the NSA Wants to Know About Your Phone Calls (Di Justo)<span class=\"screenreader-only\">\u00a0<\/span><\/a><\/li>\n<li><a class=\"external\" href=\"http:\/\/gizmodo.com\/the-ashley-madison-hack-is-only-the-beginning-1725075472\" target=\"_blank\" rel=\"noreferrer noopener\">The Ashley Madison Hack is Only the Beginning (Aguilar)<\/a><\/li>\n<li><a class=\"external\" href=\"http:\/\/fivethirtyeight.com\/features\/what-the-fox-knows%20\" target=\"_blank\" rel=\"noreferrer noopener\">What The Fox Knows (Silver)<span class=\"screenreader-only\">\u00a0<\/span><\/a><\/li>\n<li><a class=\"external\" href=\"http:\/\/en.wikipedia.org\/wiki\/Open_data\" target=\"_blank\" rel=\"noreferrer noopener\">Open Data (Wikipedia)<\/a><\/li>\n<li><a class=\"external\" href=\"http:\/\/fivethirtyeight.com\/features\/in-search-of-americas-best-burrito%20\" target=\"_blank\" rel=\"noreferrer noopener\">In Search of America\u2019s Best Burrito (Silver)<\/a><\/li>\n<\/ul>\n<p>In Class Activities:<\/p>\n<ul>\n<li><span class=\"instructure_file_holder link_holder\"><a class=\"instructure_file_link\" title=\"In-Class Exercise 1.1 - Data is Everywhere.docx\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/files\/8772398\/download?wrap=1\" data-api-endpoint=\"https:\/\/templeu.instructure.com\/api\/v1\/courses\/76122\/files\/8772398\" data-api-returntype=\"File\">In-Class Exercise 1.1 &#8211; Data is Everywhere.docx<\/a><\/span><\/li>\n<li><span class=\"instructure_file_holder link_holder\"><a class=\"instructure_file_link\" title=\"In-Class Exercise 1.2 - Hypotheses.docx\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/files\/8772409\/download?wrap=1\" data-api-endpoint=\"https:\/\/templeu.instructure.com\/api\/v1\/courses\/76122\/files\/8772409\" data-api-returntype=\"File\">In-Class Exercise 1.2 &#8211; Hypotheses.docx<\/a><\/span><\/li>\n<li><span class=\"instructure_file_holder link_holder\"><a class=\"instructure_file_link\" title=\"In-Class Exercise 2.1 - Data Dictionary.docx\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/files\/8772510\/download?wrap=1\" data-api-endpoint=\"https:\/\/templeu.instructure.com\/api\/v1\/courses\/76122\/files\/8772510\" data-api-returntype=\"File\">In Class Exercise 2.1 &#8211; Data Dictionary.docx<\/a><\/span><\/li>\n<li><span class=\"instructure_file_holder link_holder\"><a class=\"instructure_file_link\" title=\"In-Class Exercise 2.1 - 2015 Car Fuel Econ Start.xlsx\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/files\/8772509\/download?wrap=1\" data-api-endpoint=\"https:\/\/templeu.instructure.com\/api\/v1\/courses\/76122\/files\/8772509\" data-api-returntype=\"File\">In-Class Exercise 2.1 &#8211; 2015 Car Fuel Econ Start.xlsx<\/a><\/span><\/li>\n<\/ul>\n<p>Decks:<\/p>\n<ul>\n<li><span class=\"instructure_file_holder link_holder\"><a class=\"instructure_file_link\" title=\"1.1. Introduction.pptx\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/files\/8772342\/download?wrap=1\" data-api-endpoint=\"https:\/\/templeu.instructure.com\/api\/v1\/courses\/76122\/files\/8772342\" data-api-returntype=\"File\">1.1. Introduction.pptx<\/a><\/span><\/li>\n<li><span class=\"instructure_file_holder link_holder\"><a class=\"instructure_file_link\" title=\"1.2. Science and Data Science.pptx\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/files\/8772344\/download?wrap=1\" data-api-endpoint=\"https:\/\/templeu.instructure.com\/api\/v1\/courses\/76122\/files\/8772344\" data-api-returntype=\"File\">1.2. Science and Data Science.pptx<\/a><\/span><\/li>\n<li><span class=\"instructure_file_holder link_holder\"><a class=\"instructure_file_link\" title=\"2.1. A Brief Introduction to Data.pptx\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/files\/8772346\/download?wrap=1\" data-api-endpoint=\"https:\/\/templeu.instructure.com\/api\/v1\/courses\/76122\/files\/8772346\" data-api-returntype=\"File\">2.1. A Brief Introduction to Data.pptx<\/a><\/span><\/li>\n<li><span class=\"instructure_file_holder link_holder\"><a class=\"instructure_file_link\" title=\"2.2. Identifying Sources of Data.pptx\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/files\/8772350\/download?wrap=1\" data-api-endpoint=\"https:\/\/templeu.instructure.com\/api\/v1\/courses\/76122\/files\/8772350\" data-api-returntype=\"File\">2.2. Identifying Sources of Data.pptx<\/a><\/span><\/li>\n<\/ul>\n<\/td>\n<td style=\"width: 97.2179%;height: 759px\">Discussion Board Post #1 (due by 5\/20 @11:59 PM)<\/td>\n<\/tr>\n<tr style=\"height: 183px\">\n<td style=\"width: 6.39797%;text-align: center;height: 183px\">2<\/td>\n<td style=\"width: 10.1754%;text-align: center;height: 183px\">\n<p>May 19<\/p>\n<\/td>\n<td style=\"width: 7.13372%;height: 183px\">\n<p><strong>Learning to (Mis)Trust Data, Viewing Data, Introduction to Tableau<\/strong><\/p>\n<p>Recordings:<\/p>\n<ul>\n<li><a class=\"external\" href=\"http:\/\/fejyerkbxkhmwemzbbharalaw4tuq7bwiy2jmjdtkrv\/\" target=\"_blank\" rel=\"noreferrer noopener\">Lecture 3.1:\u00a0 Learning to (Mis)Trust Data<span class=\"screenreader-only\">\u00a0(Links to an external site.)<\/span><\/a><\/li>\n<li><a class=\"external\" href=\"https:\/\/temple.zoom.us\/rec\/share\/upUlDrf9601JGavV2E3BdYExF4LsT6a80Ccc_6YJmUpyh8pQ5ju7cEKD6UpCkn_m%20\" target=\"_blank\" rel=\"noreferrer noopener\">Lecture 4.1 Viewing Data<\/a><\/li>\n<li>Eli Pariser Ted Talk: <a href=\"http:\/\/www.ted.com\/talks\/eli_pariser_beware_online_filter_bubbles\">http:\/\/www.ted.com\/talks\/eli_pariser_beware_online_filter_bubbles<\/a><\/li>\n<\/ul>\n<p>Readings:<\/p>\n<ul>\n<li><a class=\"external\" href=\"http:\/\/www.slate.com\/articles\/news_and_politics\/the_big_idea\/2011\/06\/bubble_trouble.html%20\" target=\"_blank\" rel=\"noreferrer noopener\">Bubble Trouble: Is Web Personalization Turning Us into Solipsistic Twits? (Weisberg)<span class=\"screenreader-only\">\u00a0(Links to an external site.)<\/span><\/a><\/li>\n<li><a class=\"external\" href=\"http:\/\/blogs.hbr.org\/2013\/04\/the-hidden-biases-in-big-data%20\" target=\"_blank\" rel=\"noreferrer noopener\">The Hidden Biases in Big Data (Crawford)<span class=\"screenreader-only\">\u00a0(Links to an external site.)<\/span><\/a><\/li>\n<li><a class=\"external\" href=\"http:\/\/businessoverbroadway.com\/in-data-we-trust%20\" target=\"_blank\" rel=\"noreferrer noopener\">In Data We Trust (Hayes)<span class=\"screenreader-only\">\u00a0(Links to an external site.)<\/span><\/a><\/li>\n<li>Chapter II.2: Good Graphics? Handbook of Data Visualization (Unwin) &#8211;\u00a0Temple Library (Search for \u201cHandbook of Data Visualization\u201d using Summon. Find the 2008 edition in the search results.)<\/li>\n<li><a class=\"external\" href=\"http:\/\/www.tableausoftware.com\/blog\/stephen-few-data-visualization\" target=\"_blank\" rel=\"noreferrer noopener\">Stephen Few on Data Visualization: 8 Core Principles (Hoven)<span class=\"screenreader-only\">\u00a0(Links to an external site.)<\/span><\/a><\/li>\n<li><a class=\"external\" href=\"http:\/\/www.usatoday.com\/story\/cybertruth\/2013\/07\/29\/criminals-terrorists-leave-tracks-in-big-data\/2596713\" target=\"_blank\" rel=\"noreferrer noopener\">Watch out, Terrorists: Big Data is on the Case (Acohido)<\/a><\/li>\n<\/ul>\n<p>In Class Activities:<\/p>\n<ul>\n<li><a class=\"instructure_file_link instructure_scribd_file\" title=\"In-Class Exercise 2.2 - Sources of Data.docx\" href=\"https:\/\/templeu.instructure.com\/files\/8775784\/download?wrap=1\">In-Class Exercise 2.2 &#8211; Sources of Data.docx<\/a><\/li>\n<li><a href=\"http:\/\/community.mis.temple.edu\/mis0855sec711summer2020\/schedule\/in-class-exercise-3-1-trusting-data\/\" rel=\"attachment wp-att-373\">In-Class Exercise 3.1 &#8211; Trusting Data<\/a><\/li>\n<li><a class=\"instructure_file_link instructure_scribd_file\" title=\"In-Class Exercise 4.1 - Finding Good and Bad Visualizations.docx\" href=\"https:\/\/templeu.instructure.com\/files\/8775785\/download?wrap=1\">In-Class Exercise 4.1 &#8211; Finding Good and Bad Visualizations.docx<\/a><\/li>\n<li><a class=\"instructure_file_link instructure_scribd_file\" title=\"In-Class Exercise 4.2 - FoodAtlas.xlsx\" href=\"https:\/\/templeu.instructure.com\/files\/8775786\/download?wrap=1\">In-Class Exercise 4.2 &#8211; FoodAtlas.xlsx<\/a><\/li>\n<li><a class=\"instructure_file_link instructure_scribd_file\" title=\"In-Class Exercise 4.2 - Getting Familiar with Tableau.docx\" href=\"https:\/\/templeu.instructure.com\/files\/8775787\/download?wrap=1\">In-Class Exercise 4.2 &#8211; Getting Familiar with Tableau.docx<\/a><\/li>\n<\/ul>\n<p>Decks<\/p>\n<ul>\n<li><a class=\"instructure_file_link instructure_scribd_file\" title=\"3.1 Learning to (Mis)Trust Data.pptx\" href=\"https:\/\/templeu.instructure.com\/files\/8775789\/download?wrap=1\">3.1 Learning to (Mis)Trust Data.pptx<\/a><\/li>\n<li><a class=\"instructure_file_link instructure_scribd_file\" title=\"4.1 Viewing Data.pptx\" href=\"https:\/\/templeu.instructure.com\/files\/8775841\/download?wrap=1\">4.1 Viewing Data.pptx<\/a><\/li>\n<\/ul>\n<\/td>\n<td style=\"width: 97.2179%;height: 183px\">\n<p>Discussion Board Post #2 (due by 5\/25 @11:59 PM)<\/p>\n<p>Quiz #1 submitted through Canvas by 3:59PM on May 19<\/p>\n<\/td>\n<\/tr>\n<tr style=\"height: 71px\">\n<td style=\"width: 6.39797%;text-align: center;height: 71px\">3<\/td>\n<td style=\"width: 10.1754%;text-align: center;height: 71px\">May 26<\/td>\n<td style=\"width: 7.13372%;height: 71px\">\n<p><strong>Communicating with Data, Storytelling with Infographics<\/strong><\/p>\n<p>Recordings:<\/p>\n<p><a class=\"external\" href=\"https:\/\/temple.zoom.us\/rec\/share\/vdEoI-nW13lJZ6_S50vvcfAGRtv8X6a81iZM_KULncbkbcbDouIteSL67DkxHbM\" target=\"_blank\" rel=\"noreferrer noopener\">Unit 5.1: Communicating Using Data <\/a><\/p>\n<p><a class=\"external\" href=\"https:\/\/temple.zoom.us\/rec\/share\/-5N_M-j23zNIZs_g0Bv2YK0xEqP9eaa8hCBK8qEOzUhNLiZq1KYFK9zx0Oukr4og\" target=\"_blank\" rel=\"noreferrer noopener\">Unit 5.2: Storytelling With Infographics<\/a><\/p>\n<p>Readings:<\/p>\n<ul>\n<li><a class=\"external\" href=\"http:\/\/dupress.com\/articles\/telling-a-story-with-data%20\" target=\"_blank\" rel=\"noreferrer noopener\">Telling a Story with Data (Davenport)<span class=\"screenreader-only\">\u00a0(Links to an external site.)<\/span><\/a><\/li>\n<li><a class=\"external\" href=\"http:\/\/fivethirtyeight.com\/datalab\/visualizing-a-day-in-the-life-of-a-new-york-city-cab%20\" target=\"_blank\" rel=\"noreferrer noopener\">Visualizing a Day in the Life of a New York City Cab (Matlin)<span class=\"screenreader-only\">\u00a0(Links to an external site.)<\/span><\/a><\/li>\n<li>Chapter 1: The Science of Infographics. Cool Infographics (Krum) &#8211;\u00a0Temple Library (Search for \u201cCool Infographics\u201d using Summon.)<\/li>\n<li>Chapter 6: Designing Infographics. Cool Infographics (Krum) &#8211;\u00a0Temple Library (Search for \u201cCool Infographics\u201d using Summon.)<\/li>\n<\/ul>\n<p>In Class Activities:<\/p>\n<p><a href=\"http:\/\/community.mis.temple.edu\/mis0855sec711summer2020\/schedule\/in-class-exercise-5-1-studentloans2013\/\" rel=\"attachment wp-att-375\">In-Class Exercise 5.1 &#8211; studentloans2013<\/a><\/p>\n<p><a href=\"http:\/\/community.mis.temple.edu\/mis0855sec711summer2020\/schedule\/in-class-exercise-5-1-telling-a-story-through-visualization\/\" rel=\"attachment wp-att-376\">In-Class Exercise 5.1 &#8211; Telling a Story Through Visualization<\/a><\/p>\n<p>Decks:<\/p>\n<p><a href=\"http:\/\/community.mis.temple.edu\/mis0855sec711summer2020\/schedule\/5-1-communicating-using-data\/\" rel=\"attachment wp-att-377\">5.1 Communicating Using Data<\/a><\/p>\n<p><a href=\"http:\/\/community.mis.temple.edu\/mis0855sec711summer2020\/schedule\/5-2-storytelling-with-infographics\/\" rel=\"attachment wp-att-378\">5.2 Storytelling with Infographics<\/a><\/p>\n<\/td>\n<td style=\"width: 97.2179%;height: 71px\">\n<p>Discussion Board Post #3 (due by 6\/1 @11:59 PM)<\/p>\n<p>Quiz #2 submitted through Canvas by 3:59PM on May 26<\/p>\n<p>Assignment #1 Analyze a Data Set Using Tableau, submitted to Canvas by 5\/29 at 11:59 PM.\u00a0\u00a0<\/p>\n<\/td>\n<\/tr>\n<tr style=\"height: 71px\">\n<td style=\"width: 6.39797%;text-align: center;height: 71px\">\u00a0<\/td>\n<td style=\"width: 10.1754%;text-align: center;height: 71px\">\u00a0<\/td>\n<td style=\"width: 7.13372%;height: 71px\"><strong>Exam #1 &#8211;<\/strong> Available through Canvas from 6AM on 5\/29\/20 through 6 PM on 5\/31\/20.\u00a0 You will have one hour to complete the exam once you open it in Canvas.<\/td>\n<td style=\"width: 97.2179%;height: 71px\">\u00a0<\/td>\n<\/tr>\n<tr style=\"height: 71px\">\n<td style=\"width: 6.39797%;text-align: center;height: 71px\">4<\/td>\n<td style=\"width: 10.1754%;text-align: center;height: 71px\"><span style=\"font-family: georgia, palatino, serif\">June 2<\/span><\/td>\n<td style=\"width: 7.13372%;height: 71px\">\n<p><span style=\"font-family: georgia, palatino, serif\"><strong>Dirty Data, Data Cleansing, Choosing Relevant Data and Evaluating Key Performance Indicators<\/strong><\/span><\/p>\n<p><span style=\"font-family: georgia, palatino, serif\">Readings:<\/span><\/p>\n<ul>\n<li><span style=\"font-family: georgia, palatino, serif\">Data\u2019s Credibility Problem (Redman) &#8211;\u00a0Temple Library\u00a0 (Search for \u201cData\u2019s Credibility Problem\u201d using Summon.)<\/span><\/li>\n<li><span style=\"font-family: georgia, palatino, serif\"><a class=\"external\" href=\"http:\/\/fortune.com\/2013\/04\/17\/damn-excel-how-the-most-important-software-application-of-all-time-is-ruining-the-world%20\" target=\"_blank\" rel=\"noreferrer noopener\">Damn Excel! How the \u2018Most Important Software Application of All Time\u2019 is Ruining the World (Gandel)<span class=\"screenreader-only\">\u00a0(Links to an external site.)<\/span><\/a><\/span><\/li>\n<li><span style=\"font-family: georgia, palatino, serif\"><a class=\"external\" href=\"http:\/\/www.cio.com\/article\/2413785\/customer-relationship-management\/stupid-data-corruption-tricks--take-our-crm-quiz.html%20\" target=\"_blank\" rel=\"noreferrer noopener\">Stupid Data Corruption Tricks (Taber)<span class=\"screenreader-only\">\u00a0(Links to an external site.)<\/span><\/a><\/span><\/li>\n<li><span style=\"font-family: georgia, palatino, serif\"><a class=\"external\" href=\"http:\/\/office.microsoft.com\/en-us\/excel-help\/top-ten-ways-to-clean-your-data-HA010221840.aspx\" target=\"_blank\" rel=\"noreferrer noopener\">Top Ten Ways to Clean Your Data (Microsoft)<span class=\"screenreader-only\">\u00a0(Links to an external site.)<\/span><\/a><\/span><\/li>\n<li><span style=\"font-family: georgia, palatino, serif\"><a class=\"external\" href=\"http:\/\/en.wikipedia.org\/wiki\/Performance_indicator%20\" target=\"_blank\" rel=\"noreferrer noopener\">Performance Indicator (Wikipedia)<span class=\"screenreader-only\">\u00a0(Links to an external site.)<\/span><\/a><\/span><\/li>\n<li><span style=\"font-family: georgia, palatino, serif\"><a class=\"external\" href=\"https:\/\/nonprofitquarterly.org\/management\/23455-the-tyranny-of-success-nonprofits-and-metrics.html%20\" target=\"_blank\" rel=\"noreferrer noopener\">The Tyranny of Success: Nonprofits and Metrics (Schambra)<span class=\"screenreader-only\">\u00a0(Links to an external site.)<\/span><\/a><\/span><\/li>\n<li><span style=\"font-family: georgia, palatino, serif\"><a class=\"external\" href=\"http:\/\/www.forbes.com\/sites\/parmyolson\/2014\/06\/19\/wearable-tech-health-insurance\" target=\"_blank\" rel=\"noreferrer noopener\">Wearable Tech is Plugging Into Health Insurance (Olson)<span class=\"screenreader-only\">\u00a0(Links to an external site.)<\/span><\/a><\/span><\/li>\n<li><span style=\"font-family: georgia, palatino, serif\"><a class=\"external\" href=\"http:\/\/fivethirtyeight.com\/features\/tracking-health-one-step-and-clap-and-wave-and-fist-pump-at-a-time%20\" target=\"_blank\" rel=\"noreferrer noopener\">Tracking Health One Step\u00a0 at a Time (Bialik)<\/a><\/span><\/li>\n<\/ul>\n<p><span style=\"font-family: georgia, palatino, serif;font-size: 1rem\"><span style=\"font-size: 18pt\"><span style=\"font-size: 12pt\">Watch:<\/span><\/span><\/span><\/p>\n<ul>\n<li><span style=\"font-family: georgia, palatino, serif\"><a href=\"https:\/\/temple.zoom.us\/rec\/share\/3O9KbInByVJLZIWTtmX0BOkjJ9_geaa8g3IX_fYFyBvlQZyxe_7n1AWT8iRbUbIp?startTime=1590595478000\"><span style=\"font-size: 1rem\"><span style=\"font-size: 18pt\"><span style=\"font-size: 12pt\">Lecture 7.1: Dirty Data<\/span><\/span><\/span><\/a><\/span><\/li>\n<li><span style=\"font-family: georgia, palatino, serif\"><a href=\"https:\/\/temple.zoom.us\/rec\/share\/3-dIMr_y8G1JGY3k93zdGaM-Apy_eaa81yccqPNYnk2EUpSQ8GuQMoo7iumzMujo?startTime=1590597174000\"><span style=\"font-size: 1rem\"><span style=\"font-size: 18pt\"><span style=\"font-size: 12pt\">Lecture 7.2: Data Cleansing<\/span><\/span><\/span><\/a><\/span><\/li>\n<li><span style=\"font-family: georgia, palatino, serif\"><a href=\"https:\/\/temple.zoom.us\/rec\/share\/-cAoLJ2gymdJSav07WLVcIooFaP7eaa80CMW__RYzUm94jJi4zC2-ZsX1S_pXOxy?startTime=1590599714000\"><span style=\"font-size: 1rem\"><span style=\"font-size: 18pt\"><span style=\"font-size: 12pt\">Lecture 8.1: Choosing Relevant Data<\/span><\/span><\/span><\/a><\/span><\/li>\n<li><span style=\"font-family: georgia, palatino, serif\"><a href=\"https:\/\/temple.zoom.us\/rec\/share\/45dtFq381H5IeNb042LffaR8ENrsX6a813Aar_MInUqvJZRFZSgJ3ZFFlO8F6SFY?startTime=1590602116000\"><span style=\"font-size: 1rem\"><span style=\"font-size: 18pt\"><span style=\"font-size: 12pt\">Lecture 8.2: Evaluating KPIs<\/span><\/span><\/span><\/a><\/span><\/li>\n<\/ul>\n<p><span style=\"font-family: georgia, palatino, serif;font-size: 1rem\"><span style=\"font-size: 18pt\"><span style=\"font-size: 12pt\">Decks:<\/span><\/span><\/span><\/p>\n<ul>\n<li style=\"text-align: left\"><span style=\"font-family: georgia, palatino, serif;font-size: 1rem\"><span style=\"font-size: 18pt\"><span style=\"font-size: 12pt\"><a class=\"instructure_file_link instructure_scribd_file\" title=\"7.2 Data Cleansing.pptx\" href=\"https:\/\/templeu.instructure.com\/api\/v1\/canvadoc_session?blob=%7B%22moderated_grading_whitelist%22:null,%22enable_annotations%22:null,%22enrollment_type%22:null,%22anonymous_instructor_annotations%22:null,%22submission_id%22:null,%22user_id%22:99570000000001766,%22attachment_id%22:8858910,%22type%22:%22canvadoc%22%7D&amp;hmac=1723b5bcec7c56b4eb6fd25984ee4cc2471a21c2\">7.1 Dirty Data.pptx\u00a0 <\/a><\/span><\/span><\/span><\/li>\n<li style=\"text-align: left\"><span style=\"font-family: georgia, palatino, serif;font-size: 1rem\"><span style=\"font-size: 18pt\"><span style=\"font-size: 12pt\"><a class=\"instructure_file_link instructure_scribd_file\" title=\"7.2 Data Cleansing.pptx\" href=\"https:\/\/templeu.instructure.com\/api\/v1\/canvadoc_session?blob=%7B%22moderated_grading_whitelist%22:null,%22enable_annotations%22:null,%22enrollment_type%22:null,%22anonymous_instructor_annotations%22:null,%22submission_id%22:null,%22user_id%22:99570000000001766,%22attachment_id%22:8858910,%22type%22:%22canvadoc%22%7D&amp;hmac=1723b5bcec7c56b4eb6fd25984ee4cc2471a21c2\">7.2 Data Cleansing.pptx<\/a><\/span><\/span><\/span><\/li>\n<li style=\"text-align: left\"><span style=\"font-family: georgia, palatino, serif;font-size: 1rem\"><span style=\"font-size: 18pt\"><span style=\"font-size: 12pt\"><a class=\"instructure_file_link instructure_scribd_file\" title=\"8.1. Choosing Relevant Data.pptx\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/files\/8858912\/download?wrap=1\" data-api-endpoint=\"https:\/\/templeu.instructure.com\/api\/v1\/courses\/76122\/files\/8858912\" data-api-returntype=\"File\">8.1. Choosing Relevant Data.pptx<\/a><\/span><\/span><\/span><\/li>\n<li style=\"text-align: left\"><span style=\"font-family: georgia, palatino, serif;font-size: 1rem\"><span style=\"font-size: 18pt\"><span style=\"font-size: 12pt\"><a class=\"instructure_file_link instructure_scribd_file\" title=\"8.2. Evaluating KPIs.pptx\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/files\/8858915\/download?wrap=1\" data-api-endpoint=\"https:\/\/templeu.instructure.com\/api\/v1\/courses\/76122\/files\/8858915\" data-api-returntype=\"File\">8.2. Evaluating KPIs.pptx<\/a><\/span><\/span><\/span><\/li>\n<\/ul>\n<p><span style=\"font-family: georgia, palatino, serif;font-size: 1rem\"><span style=\"font-size: 18pt\"><span style=\"font-size: 12pt\">In Class Activities:<\/span><\/span><\/span><\/p>\n<ul>\n<li><span style=\"font-family: georgia, palatino, serif;font-size: 1rem\"><span style=\"font-size: 18pt\"><span style=\"font-size: 12pt\"><a class=\"instructure_file_link instructure_scribd_file\" title=\"In-Class Exercise 7.1 - How Data Gets Dirty .docx\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/files\/8884680\/download?wrap=1\" data-api-endpoint=\"https:\/\/templeu.instructure.com\/api\/v1\/courses\/76122\/files\/8884680\" data-api-returntype=\"File\">In-Class Exercise 7.1 &#8211; How Data Gets Dirty .docx<\/a><\/span><\/span><\/span><\/li>\n<li><span style=\"font-family: georgia, palatino, serif;font-size: 1rem\"><span style=\"font-size: 18pt\"><span style=\"font-size: 12pt\"><a class=\"instructure_file_link instructure_scribd_file\" title=\"In-Class Exercise 7.1 COMBINED DOCS - How Data Gets Dirty.pdf\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/files\/8886656\/download?wrap=1\" data-api-endpoint=\"https:\/\/templeu.instructure.com\/api\/v1\/courses\/76122\/files\/8886656\" data-api-returntype=\"File\">In-Class Exercise 7.1 COMBINED DOCS &#8211; How Data Gets Dirty.pdf<\/a><\/span><\/span><\/span><\/li>\n<li><span style=\"font-family: georgia, palatino, serif;font-size: 1rem\"><span style=\"font-size: 18pt\"><span style=\"font-size: 12pt\"><a class=\"instructure_file_link instructure_scribd_file\" title=\"In-Class Exercise 7.2 - Finding Bad Data in Excel.docx\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/files\/8884682\/download?wrap=1\" data-api-endpoint=\"https:\/\/templeu.instructure.com\/api\/v1\/courses\/76122\/files\/8884682\" data-api-returntype=\"File\">In-Class Exercise 7.2 &#8211; Finding Bad Data in Excel.docx<\/a><\/span><\/span><\/span><\/li>\n<li><span style=\"font-family: georgia, palatino, serif;font-size: 1rem\"><span style=\"font-size: 18pt\"><span style=\"font-size: 12pt\"><a class=\"instructure_file_link instructure_scribd_file\" title=\"In-Class Exercise 7.2 - Vandelay Orders by Zipcode.xlsx\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/files\/8884683\/download?wrap=1\" data-api-endpoint=\"https:\/\/templeu.instructure.com\/api\/v1\/courses\/76122\/files\/8884683\" data-api-returntype=\"File\">In-Class Exercise 7.2 &#8211; Vandelay Orders by Zipcode.xlsx<\/a><\/span><\/span><\/span><\/li>\n<li><span style=\"font-family: georgia, palatino, serif;font-size: 1rem\"><span style=\"font-size: 18pt\"><span style=\"font-size: 12pt\"><a class=\"instructure_file_link instructure_scribd_file\" title=\"In-Class Exercise 8.1 - Identifying Key Performance Indicators.docx\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/files\/8885110\/download?wrap=1\" data-api-endpoint=\"https:\/\/templeu.instructure.com\/api\/v1\/courses\/76122\/files\/8885110\" data-api-returntype=\"File\">In-Class Exercise 8.1 &#8211; Identifying Key Performance Indicators.docx<\/a><\/span><\/span><\/span><\/li>\n<li><span style=\"font-family: georgia, palatino, serif;font-size: 1rem\"><span style=\"font-size: 18pt\"><span style=\"font-size: 12pt\"><a class=\"instructure_file_link instructure_scribd_file\" title=\"In-Class Exercise 8.2 - Visualizing KPIs062016.docx\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/files\/8885112\/download?wrap=1\" data-api-endpoint=\"https:\/\/templeu.instructure.com\/api\/v1\/courses\/76122\/files\/8885112\" data-api-returntype=\"File\">In-Class Exercise 8.2 &#8211; Visualizing KPIs062016.docx<\/a><\/span><\/span><\/span><\/li>\n<li><span style=\"font-family: georgia, palatino, serif;font-size: 1rem\"><span style=\"font-size: 18pt\"><span style=\"font-size: 12pt\"><a class=\"instructure_file_link instructure_scribd_file\" title=\"In-Class Exercise 8.2 - OnTime Airline Stats [Jan 2014].xlsx\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/files\/8885114\/download?wrap=1\" data-api-endpoint=\"https:\/\/templeu.instructure.com\/api\/v1\/courses\/76122\/files\/8885114\" data-api-returntype=\"File\">In-Class Exercise 8.2 &#8211; OnTime Airline Stats [Jan 2014].xlsx<\/a><\/span><\/span><\/span><\/li>\n<\/ul>\n<\/td>\n<td style=\"width: 97.2179%;height: 71px\">\n<p>Discussion Board Post #4 (due by 6\/8 @11:59 PM)<\/p>\n<p>Quiz #3 submitted through Canvas by 3:59PM on June 2<\/p>\n<\/td>\n<\/tr>\n<tr style=\"height: 71px\">\n<td style=\"width: 6.39797%;text-align: center;height: 71px\">5<\/td>\n<td style=\"width: 10.1754%;text-align: center;height: 71px\">June 9<\/td>\n<td style=\"width: 7.13372%;height: 71px\">\n<p><strong>Connecting Diverse Dat<\/strong><strong>a, Creating Interactive Dashboards, Storing &amp; Retrieving Data, Using Tableau to Aggregate Data<\/strong><\/p>\n<p>Readings:<\/p>\n<ul>\n<li><a class=\"external\" href=\"http:\/\/computer.howstuffworks.com\/data-integration1.htm%20\" target=\"_blank\" rel=\"noreferrer noopener\">How Data Integration Works (Strickland)<span class=\"screenreader-only\">\u00a0(Links to an external site.)<\/span><\/a><\/li>\n<li><a class=\"external\" href=\"http:\/\/arstechnica.com\/information-technology\/2014\/02\/the-gop-arms-itself-for-the-next-war-in-the-analytics-arms-race\" target=\"_blank\" rel=\"noreferrer noopener\">The GOP Arms Itself for the Next \u201cWar\u201d in the Analytics Arms Race (Gallagher)<span class=\"screenreader-only\">\u00a0(Links to an external site.)<\/span><\/a><\/li>\n<li><a class=\"external\" href=\"http:\/\/kb.tableausoftware.com\/articles\/knowledgebase\/best-practices-designing-vizes-and-dashboards\" target=\"_blank\" rel=\"noreferrer noopener\">Best Practices for Designing Views and Dashboards (Tableau)<span class=\"screenreader-only\">\u00a0(Links to an external site.)<\/span><\/a><\/li>\n<li><a class=\"external\" href=\"http:\/\/insights.wired.com\/profiles\/blogs\/the-one-skill-you-really-need-for-data-analysis%20\" target=\"_blank\" rel=\"noreferrer noopener\">The One Skill You Really Need for Data Analysis (Farmer)<span class=\"screenreader-only\">\u00a0(Links to an external site.)<\/span><\/a><\/li>\n<li><a class=\"external\" href=\"http:\/\/www.dummies.com\/how-to\/content\/knowing-just-enough-about-relational-databases.html\" target=\"_blank\" rel=\"noreferrer noopener\">Knowing Just Enough about Relational Databases (Rosenblum and Dorsey)<span class=\"screenreader-only\">\u00a0(Links to an external site.)<\/span><\/a><\/li>\n<li><a class=\"external\" href=\"http:\/\/www.informationweek.com\/big-data\/software-platforms\/how-to-explain-hadoop-to-non-geeks\/d\/d-id\/899721%20\" target=\"_blank\" rel=\"noreferrer noopener\">How To Explain Hadoop to Non-Geeks (Bertolucci)<span class=\"screenreader-only\">\u00a0(Links to an external site.)<\/span><\/a><\/li>\n<li><a class=\"external\" href=\"http:\/\/www.excelcampus.com\/modeling\/structure-pivot-table-source-data\" target=\"_blank\" rel=\"noreferrer noopener\">How to Structure Source Data for Excel Pivot Tables &amp; Unpivot (Acampora)<\/a><\/li>\n<\/ul>\n<p><span style=\"font-family: sans-serif;font-size: 12pt\"><span style=\"font-size: 12pt\">Watch:<\/span><\/span><\/p>\n<p><a href=\"https:\/\/temple.zoom.us\/rec\/share\/4tFXIpz32D5IW53L5hHzaq4-L4raaaa82yEWr_Zfyhr130xY5zeF8wToBICOndwu%20\"><span style=\"font-family: sans-serif;font-size: 12pt\"><span style=\"font-size: 12pt\">9.1 Connecting Diverse Data<\/span><\/span><\/a><\/p>\n<p><a href=\"https:\/\/temple.zoom.us\/rec\/share\/yOoldI3I7HlORI31-X_mBY0mObXMaaa80HJLqKVYy0jZdUhvG_AB4hVgdYgo8Pgo%20\"><span style=\"font-family: sans-serif;font-size: 12pt\"><span style=\"font-size: 12pt\">9.2: Creating Interactive Dashboards<\/span><\/span><\/a><\/p>\n<p><a href=\"https:\/\/temple.zoom.us\/rec\/share\/putvALPg_1pOXqfP1k3GSJceR5T_aaa80XVLqPpYzxwKDiLlP3nI3P47gx8tQIwu%20\"><span style=\"font-family: sans-serif;font-size: 12pt\"><span style=\"font-size: 12pt\">11.1: Storing &amp; Retrieving Data<\/span><\/span><\/a><\/p>\n<p><span style=\"font-family: sans-serif;font-size: 12pt\"><span style=\"font-size: 12pt\">Decks:<\/span><\/span><\/p>\n<p><a class=\"instructure_file_link instructure_scribd_file\" title=\"9.1. Connecting Diverse Data.pptx\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/files\/8896580\/download?wrap=1\" data-api-endpoint=\"https:\/\/templeu.instructure.com\/api\/v1\/courses\/76122\/files\/8896580\" data-api-returntype=\"File\">9.1. Connecting Diverse Data.pptx<\/a><\/p>\n<p><a class=\"instructure_file_link instructure_scribd_file\" title=\"9.2. Creating Interactive Dashboards.pptx\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/files\/8896582\/download?wrap=1\" data-api-endpoint=\"https:\/\/templeu.instructure.com\/api\/v1\/courses\/76122\/files\/8896582\" data-api-returntype=\"File\">9.2. Creating Interactive Dashboards.pptx<\/a><\/p>\n<p><a class=\"instructure_file_link instructure_scribd_file\" title=\"11.1. Storing and Retrieving Data.pptx\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/files\/8896584\/download?wrap=1\" data-api-endpoint=\"https:\/\/templeu.instructure.com\/api\/v1\/courses\/76122\/files\/8896584\" data-api-returntype=\"File\">11.1. Storing and Retrieving Data.pptx<\/a><\/p>\n<p>In Class Activities:<\/p>\n<p><a class=\"instructure_file_link instructure_scribd_file\" title=\"In-Class Exercise 9.1 - Connecting Diverse Data.docx\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/files\/8913282\/download?wrap=1\" data-api-endpoint=\"https:\/\/templeu.instructure.com\/api\/v1\/courses\/76122\/files\/8913282\" data-api-returntype=\"File\">In-Class Exercise 9.1 &#8211; Connecting Diverse Data.docx<\/a> \u00a0<\/p>\n<p><a class=\"instructure_file_link instructure_scribd_file\" title=\"In-Class Exercise 9.1 - 2012 Presidential Election Results by District.xlsx\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/files\/8913284\/download?wrap=1\" data-api-endpoint=\"https:\/\/templeu.instructure.com\/api\/v1\/courses\/76122\/files\/8913284\" data-api-returntype=\"File\">In-Class Exercise 9.1 &#8211; 2012 Presidential Election Results by District.xlsx<\/a><\/p>\n<p><a class=\"instructure_file_link instructure_scribd_file\" title=\"In-Class Exercise 9.1 - Portrait 113th Congress.xlsx\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/files\/8913285\/download?wrap=1\" data-api-endpoint=\"https:\/\/templeu.instructure.com\/api\/v1\/courses\/76122\/files\/8913285\" data-api-returntype=\"File\">In-Class Exercise 9.1 &#8211; Portrait 113th Congress.xlsx<\/a><\/p>\n<p><a class=\"instructure_file_link instructure_scribd_file\" title=\"In-Class Exercise 9.2 - Creating Interactive Dashboards.docx\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/files\/8913514\/download?wrap=1\" data-api-endpoint=\"https:\/\/templeu.instructure.com\/api\/v1\/courses\/76122\/files\/8913514\" data-api-returntype=\"File\">In-Class Exercise 9.2 &#8211; Creating Interactive Dashboards.docx<\/a><\/p>\n<p><a class=\"instructure_file_link instructure_scribd_file\" title=\"In-Class Exercise 9.2 - Pew Story Data (Jan - May 2012).xlsx\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/files\/8913516\/download?wrap=1\" data-api-endpoint=\"https:\/\/templeu.instructure.com\/api\/v1\/courses\/76122\/files\/8913516\" data-api-returntype=\"File\">In-Class Exercise 9.2 &#8211; Pew Story Data (Jan &#8211; May 2012).xlsx<\/a><\/p>\n<p><a class=\"instructure_file_link instructure_scribd_file\" title=\"In-Class Exercise 11.1 - Creating a Database.docx\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/files\/8913531\/download?wrap=1\" data-api-endpoint=\"https:\/\/templeu.instructure.com\/api\/v1\/courses\/76122\/files\/8913531\" data-api-returntype=\"File\">In-Class Exercise 11.1 &#8211; Creating a Database.docx<\/a><\/p>\n<p><a class=\"instructure_file_link instructure_scribd_file\" title=\"In-Class Exercise 11.2 - Working with 'Pivot Tables' in Tableau.docx\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/files\/8914712\/download?wrap=1\" data-api-endpoint=\"https:\/\/templeu.instructure.com\/api\/v1\/courses\/76122\/files\/8914712\" data-api-returntype=\"File\">In-Class Exercise 11.2 &#8211; Working with &#8216;Pivot Tables&#8217; in Tableau.docx<\/a><\/p>\n<p><a class=\"instructure_file_link instructure_scribd_file\" title=\"In-Class Exercise 11.2 - NCAA 2013-2014 Player Stats.xlsx\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/files\/8914714\/download?wrap=1\" data-api-endpoint=\"https:\/\/templeu.instructure.com\/api\/v1\/courses\/76122\/files\/8914714\" data-api-returntype=\"File\">In-Class Exercise 11.2 &#8211; NCAA 2013-2014 Player Stats.xlsx<\/a><\/p>\n<\/td>\n<td style=\"width: 97.2179%;height: 71px\">\n<p>&nbsp;<\/p>\n<p>Discussion Board Post #5 (due by 6\/15 @11:59 PM)<\/p>\n<p>Quiz # 4 submitted through Canvas by 3:59PM on June 9<\/p>\n<p>Assignment #2 Cleaning a Dataset, submitted to Canvas by 6\/12 at 11:59 PM.\u00a0<\/p>\n<\/td>\n<\/tr>\n<tr style=\"height: 71px\">\n<td style=\"width: 6.39797%;text-align: center;height: 71px\">\u00a0<\/td>\n<td style=\"width: 10.1754%;text-align: center;height: 71px\">June 16<\/td>\n<td style=\"width: 7.13372%;height: 71px\">\n<p><strong>Beyond Numbers, Twitter Sentiment Analysis, Predictive Analytics <\/strong><\/p>\n<ul>\n<li><a class=\"external\" href=\"http:\/\/www.dummies.com\/how-to\/content\/unstructured-data-in-a-big-data-environment.html%20\" target=\"_blank\" rel=\"noreferrer noopener\">Unstructured Data in a Big Data Environment (Hurwitz et al.)<span class=\"screenreader-only\">\u00a0(Links to an external site.)<\/span><\/a><\/li>\n<li>Techniques and Applications for Sentiment Analysis (Feldman) &#8211;\u00a0Temple Library\u00a0 (Search for \u201cTechniques and Applications for Sentiment Analysis\u201d using Summon.)<\/li>\n<li><a class=\"external\" href=\"http:\/\/www.wired.com\/2014\/07\/business-facebook-feelings\" target=\"_blank\" rel=\"noreferrer noopener\">Don\u2019t Worry, Facebook Still Has No Clue How You Feel (Wohlsen)<span class=\"screenreader-only\">\u00a0(Links to an external site.)<\/span><\/a><\/li>\n<li><a class=\"external\" href=\"http:\/\/fivethirtyeight.com\/features\/what-analytics-can-teach-us-about-the-beautiful-game%20\" target=\"_blank\" rel=\"noreferrer noopener\">What Analytics Can Teach Us About the Beautiful Game (Paine)<span class=\"screenreader-only\">\u00a0(Links to an external site.)<\/span><\/a><\/li>\n<li><a class=\"external\" href=\"http:\/\/www.informationweek.com\/big-data\/big-data-analytics\/big-data-analytics-descriptive-vs-predictive-vs-prescriptive\/d\/d-id\/1113279%20\" target=\"_blank\" rel=\"noreferrer noopener\">Big Data Analytics: Descriptive vs. Predictive vs. Prescriptive (Bertolucci)<span class=\"screenreader-only\">\u00a0(Links to an external site.)<\/span><\/a><\/li>\n<li><a class=\"external\" href=\"http:\/\/www.theatlantic.com\/magazine\/archive\/2013\/12\/theyre-watching-you-at-work\/354681\" target=\"_blank\" rel=\"noreferrer noopener\">They\u2019re Watching You at Work (Peck)<span class=\"screenreader-only\">\u00a0(Links to an external site.)<\/span><\/a><\/li>\n<\/ul>\n<p><strong>\u00a0Complete:<\/strong>\u00a0<a title=\"Weekly Quiz 5\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/quizzes\/126121\" data-api-endpoint=\"https:\/\/templeu.instructure.com\/api\/v1\/courses\/76122\/quizzes\/126121\" data-api-returntype=\"Quiz\">Weekly Quiz 5\u00a0<\/a><\/p>\n<p><strong>\u00a0Watch:<\/strong><\/p>\n<p><a class=\"external\" href=\"https:\/\/temple.zoom.us\/rec\/share\/9JRtLuzC6XlIc4n210jDcKAuPpq0aaa8gSAe-PoEzEz_etHYMsF5k4nFzY2MS_sx%20\" target=\"_blank\" rel=\"noreferrer noopener\">Lecture 12.1: Beyond Numbers<span class=\"screenreader-only\">\u00a0(Links to an external site.)<\/span><\/a><\/p>\n<p><a class=\"external\" href=\"https:\/\/temple.zoom.us\/rec\/share\/_88oduDyrnFJQLeS9xqOXJwoDKTUaaa81nQY_KEOn0sPwlbno6zSuRjJy2qdg2wt%20\" target=\"_blank\" rel=\"noreferrer noopener\">Lecture 13.1: Predictive Analytics<span class=\"screenreader-only\">\u00a0(Links to an external site.)<\/span><\/a><\/p>\n<p><a class=\"external\" href=\"https:\/\/temple.zoom.us\/rec\/share\/2-pIKZfI8DhOQdLO2WOEGYwgOaPlT6a8hiIWqKZbxElD4R-GbWP9hVYVl4W34wFJ%20\" target=\"_blank\" rel=\"noreferrer noopener\">Lecture 13.2: More Predictive Analytics<span class=\"screenreader-only\">\u00a0(Links to an external site.)<\/span><\/a><\/p>\n<p><a class=\"external youtubed\" href=\"https:\/\/youtu.be\/aQVDhxE1-sE\" target=\"_blank\" rel=\"noreferrer noopener\" data-preview-alt=\"What is the difference between structured and unstructured data?\">What is the difference between structured and unstructured data?<span class=\"screenreader-only\"> (Links to an external site.)<\/span><\/a><\/p>\n<p><a class=\"external\" href=\"https:\/\/temple.zoom.us\/rec\/share\/2-pIKZfI8DhOQdLO2WOEGYwgOaPlT6a8hiIWqKZbxElD4R-GbWP9hVYVl4W34wFJ%20\" target=\"_blank\" rel=\"noreferrer noopener\"><span class=\"screenreader-only\">\u00a0(Links to an external site.)<\/span><\/a><a class=\"external youtubed\" href=\"https:\/\/www.youtube.com\/watch?v=QWps8A-hljw\" target=\"_blank\" rel=\"noreferrer noopener\">Imagine Predictive Analytics Putting a Crystal Ball in Your Hand<span class=\"screenreader-only\"> (Links to an external site.)<\/span><\/a>(TED)<\/p>\n<p><a class=\"external\" href=\"https:\/\/anthonysmoak.com\/2018\/11\/18\/market-basket-analysis-in-tableau\/\" target=\"_blank\" rel=\"noreferrer noopener\">More on Market Basket Analysis Using Tableau<span class=\"screenreader-only\">\u00a0(Links to an external site.)<\/span><\/a><\/p>\n<p><a class=\"external youtubed\" href=\"https:\/\/youtu.be\/n2eti8Av_w4\" target=\"_blank\" rel=\"noreferrer noopener\">Market Basket Analysis &#8211; AdBadger<span class=\"screenreader-only\"> (Links to an external site.)<\/span><\/a><\/p>\n<p>Decks:<\/p>\n<p><span class=\"instructure_file_holder link_holder\"><a class=\"instructure_file_link\" title=\"12.1 Beyond Numbers.pptx\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/files\/8940914\/download?wrap=1\" data-api-endpoint=\"https:\/\/templeu.instructure.com\/api\/v1\/courses\/76122\/files\/8940914\" data-api-returntype=\"File\">12.1 Beyond Numbers.pptx<\/a><a class=\"file_preview_link\" title=\"Preview the document\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/files\/8940914\/download?wrap=1\" aria-hidden=\"true\"><img decoding=\"async\" src=\"https:\/\/templeu.instructure.com\/images\/preview.png\" alt=\"Preview the document\" \/><\/a><\/span><\/p>\n<p><span class=\"instructure_file_holder link_holder\"><a class=\"instructure_file_link\" title=\"13.1 Predicting the Future.pptx\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/files\/8940918\/download?wrap=1\" data-api-endpoint=\"https:\/\/templeu.instructure.com\/api\/v1\/courses\/76122\/files\/8940918\" data-api-returntype=\"File\">13.1 Predicting the Future.pptx<\/a><a class=\"file_preview_link\" title=\"Preview the document\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/files\/8940918\/download?wrap=1\" aria-hidden=\"true\"><img decoding=\"async\" src=\"https:\/\/templeu.instructure.com\/images\/preview.png\" alt=\"Preview the document\" \/><\/a><\/span><\/p>\n<p><span class=\"instructure_file_holder link_holder\"><a class=\"instructure_file_link\" title=\"13.2 More on Predictive Analytics.pptx\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/files\/8940923\/download?wrap=1\" data-api-endpoint=\"https:\/\/templeu.instructure.com\/api\/v1\/courses\/76122\/files\/8940923\" data-api-returntype=\"File\">13.2 More on Predictive Analytics.pptx<\/a><a class=\"file_preview_link\" title=\"Preview the document\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/files\/8940923\/download?wrap=1\" aria-hidden=\"true\"><img decoding=\"async\" src=\"https:\/\/templeu.instructure.com\/images\/preview.png\" alt=\"Preview the document\" \/><\/a><\/span><\/p>\n<p>In Class Activities:<\/p>\n<p><span class=\"instructure_file_holder link_holder\"><a class=\"instructure_file_link\" title=\"In-Class Exercise 12.1 - Manually Determining the Sentiment of Text Data.docx\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/files\/8940929\/download?wrap=1\" data-api-endpoint=\"https:\/\/templeu.instructure.com\/api\/v1\/courses\/76122\/files\/8940929\" data-api-returntype=\"File\">In-Class Exercise 12.1 &#8211; Manually Determining the Sentiment of Text Data.docx<\/a><a class=\"file_preview_link\" title=\"Preview the document\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/files\/8940929\/download?wrap=1\" aria-hidden=\"true\"><img decoding=\"async\" src=\"https:\/\/templeu.instructure.com\/images\/preview.png\" alt=\"Preview the document\" \/><\/a><\/span><\/p>\n<p><span class=\"instructure_file_holder link_holder\"><a class=\"instructure_file_link\" title=\"In-Class Exercise 12.2 - Sentiment Analysis Using Excel.docx\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/files\/8940935\/download?wrap=1\" data-api-endpoint=\"https:\/\/templeu.instructure.com\/api\/v1\/courses\/76122\/files\/8940935\" data-api-returntype=\"File\">In-Class Exercise 12.2 &#8211; Sentiment Analysis Using Excel.docx<\/a><a class=\"file_preview_link\" title=\"Preview the document\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/files\/8940935\/download?wrap=1\" aria-hidden=\"true\"><img decoding=\"async\" src=\"https:\/\/templeu.instructure.com\/images\/preview.png\" alt=\"Preview the document\" \/><\/a><\/span><\/p>\n<p><span class=\"instructure_file_holder link_holder\"><a class=\"instructure_file_link\" title=\"In Class Exercise 12.2 Twitter Sentiment Analysis Data .xlsx\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/files\/8940939\/download?wrap=1\" data-api-endpoint=\"https:\/\/templeu.instructure.com\/api\/v1\/courses\/76122\/files\/8940939\" data-api-returntype=\"File\">In Class Exercise 12.2 Twitter Sentiment Analysis Data .xlsx<\/a><a class=\"file_preview_link\" title=\"Preview the document\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/files\/8940939\/download?wrap=1\" aria-hidden=\"true\"><img decoding=\"async\" src=\"https:\/\/templeu.instructure.com\/images\/preview.png\" alt=\"Preview the document\" \/><\/a><\/span><\/p>\n<p><a class=\"instructure_file_link\" title=\"In-Class Exercise 12.2 - Sentiment Analysis Tools.xlsm\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/files\/8940945\/download?wrap=1\" data-api-endpoint=\"https:\/\/templeu.instructure.com\/api\/v1\/courses\/76122\/files\/8940945\" data-api-returntype=\"File\">In-Class Exercise 12.2 &#8211; Sentiment Analysis Tools.xlsm<\/a><\/p>\n<p><a class=\"external\" href=\"https:\/\/temple.zoom.us\/rec\/share\/_PVxL-v5rG5IWYHItBv9XakgGLnmT6a82yUY_6YPyxnlTfRLCYHpZ_bf0RNbj3CX?startTime=1591974286000\" target=\"_blank\" rel=\"noreferrer noopener\">In Class Exercise 12.2 Recorded Walkthrough<span class=\"screenreader-only\">\u00a0(Links to an external site.)<\/span><\/a><\/p>\n<p><span class=\"instructure_file_holder link_holder\"><a class=\"instructure_file_link\" title=\"In-Class Exercise 13.2 - Simple Predictive Analytics.docx\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/files\/8960860\/download?wrap=1\" data-api-endpoint=\"https:\/\/templeu.instructure.com\/api\/v1\/courses\/76122\/files\/8960860\" data-api-returntype=\"File\">In-Class Exercise 13.2 &#8211; Simple Predictive Analytics.docx<\/a><a class=\"file_preview_link\" title=\"Preview the document\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/files\/8960860\/download?wrap=1\" aria-hidden=\"true\"><img decoding=\"async\" src=\"https:\/\/templeu.instructure.com\/images\/preview.png\" alt=\"Preview the document\" \/><\/a><\/span><\/p>\n<p><span class=\"instructure_file_holder link_holder\"><a class=\"instructure_file_link\" title=\"In-Class Exercise 13.2 - VandelayOrdersAll.xlsx\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/files\/8960861\/download?wrap=1\" data-api-endpoint=\"https:\/\/templeu.instructure.com\/api\/v1\/courses\/76122\/files\/8960861\" data-api-returntype=\"File\">In-Class Exercise 13.2 &#8211; VandelayOrdersAll.xlsx<\/a><a class=\"file_preview_link\" title=\"Preview the document\" href=\"https:\/\/templeu.instructure.com\/courses\/76122\/files\/8960861\/download?wrap=1\" aria-hidden=\"true\"><img decoding=\"async\" src=\"https:\/\/templeu.instructure.com\/images\/preview.png\" alt=\"Preview the document\" \/><\/a><\/span><\/p>\n<\/td>\n<td style=\"width: 97.2179%;height: 71px\">\n<p>Discussion Board Post #6 (due by 6\/20 @11:59 PM)<\/p>\n<p>Quiz #5 submitted through Canvas by 3:59PM on June 16<\/p>\n<p>Assignment 3 &#8211; Original Data Analysis Due 6\/22 @ 11:59PM<\/p>\n<\/td>\n<\/tr>\n<tr style=\"height: 23px\">\n<td style=\"width: 6.39797%;height: 23px\">\u00a0<\/td>\n<td style=\"width: 10.1754%;height: 23px\">\u00a0<\/td>\n<td style=\"width: 7.13372%;height: 23px\"><strong>Exam #2 &#8211;<\/strong> Available through Canvas from 6AM on 6\/19\/20 through 6 PM on 6\/21\/20.\u00a0 You will have one hour to complete the exam once you open it in Canvas.<\/td>\n<td style=\"width: 97.2179%;height: 23px\">\u00a0<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n","protected":false},"excerpt":{"rendered":"<p>Summer 1, 2020 WEEK DATES TOPIC DUE 1 May 12 Data Science: An Introduction, Science &amp; Data Science, Introduction to Data, Identifying Sources of Data Recordings: Lecture 1.1: Introduction\u00a0 Lecture 1.2: Science &amp; Data Science\u00a0 Lecture 2.1: A Brief Introduction to Data Lecture 2.2: \u00a0Identifying Sources of Data Readings: Three Science Words We Should Stop [&hellip;]<\/p>\n","protected":false},"author":4472,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_genesis_hide_title":false,"_genesis_hide_breadcrumbs":false,"_genesis_hide_singular_image":false,"_genesis_hide_footer_widgets":false,"_genesis_custom_body_class":"","_genesis_custom_post_class":"","_genesis_layout":"","footnotes":""},"class_list":{"0":"post-22","1":"page","2":"type-page","3":"status-publish","5":"entry"},"_links":{"self":[{"href":"https:\/\/community.mis.temple.edu\/mis0855sec711summer2020\/wp-json\/wp\/v2\/pages\/22","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/community.mis.temple.edu\/mis0855sec711summer2020\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/community.mis.temple.edu\/mis0855sec711summer2020\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/community.mis.temple.edu\/mis0855sec711summer2020\/wp-json\/wp\/v2\/users\/4472"}],"replies":[{"embeddable":true,"href":"https:\/\/community.mis.temple.edu\/mis0855sec711summer2020\/wp-json\/wp\/v2\/comments?post=22"}],"version-history":[{"count":32,"href":"https:\/\/community.mis.temple.edu\/mis0855sec711summer2020\/wp-json\/wp\/v2\/pages\/22\/revisions"}],"predecessor-version":[{"id":382,"href":"https:\/\/community.mis.temple.edu\/mis0855sec711summer2020\/wp-json\/wp\/v2\/pages\/22\/revisions\/382"}],"wp:attachment":[{"href":"https:\/\/community.mis.temple.edu\/mis0855sec711summer2020\/wp-json\/wp\/v2\/media?parent=22"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}