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Question.4621 - Variability & Visualization (Infographics) 0000Here we discuss the importance and practical uses of measuring variability and using graphics to display data.... This will be a detailed discussion worth 10 points so plan accordingly. Please use the following Instructions to write your reply.Given our four videos which each discuss variability in different ways,Variability (statistics) - Lydia Flynn ( https://www.youtube.com/watch?v=ipYaHqutMds )The Importance of Variation In Human Movement - Dr. Nick Stergiou ( https://www.youtube.com/watch?v=0vjViLFziV4 ) Decreased facial expression variability in patients with serious cardiopulmonary disease https://www.youtube.com/watch?v=phW7omG82uQ )09 Paul Ekman Dateline Clip on lying( https://www.youtube.com/watch?v=TwJJicJeox4 )Please answer the following questions:How does your textbook understanding of variability and the computations of variance and standard deviation compare to the discussions of variability in any or all of the videos? What are the most important ideas you learned from the text that you didn't get from the videos and what about variability did you learn from the videos that you didn't learn from the text?The standard deviation is one of the few equations that everybody should make sure to understand, so please write out how you would explain the equation including how to calculate the sample standard deviation to a friend and how you would explain its importance. Explain which of those tasks was harder for you and why.Find and share an interesting but non-offensive "infographic" and explain some of the key statistics it shows. Is the infographic misleading in any way? Click this link for an example of infographics.** The main post should be at least 500 words. Please reply to at least 2 classmates and each reply should be 200 words or more, and should have at least 1 reference. Remember that we are using discussions and SPSS instead of hand calculations and extensive testing so we expect strong participation in the discussions and detailed main posts and replies. Post sooner rather than later to give people a chance to see your replies. Help each other answer questions. **

Answer Below:

The xxxxxxxx provides x clear xxxxxxxxxxxx perspective xx variability xxxxxxxx on xxx variance xxx standard xxxxxxxxx serve xx quantitative xxxxxxxx of xxxxxx or xxxxxxxxxx in xxxx Privitera xxxxxxxx is xxx average xxxxxxx deviation xxxx the xxxx and xxx standard xxxxxxxxx is xxx square xxxx of xxxxxxxx This xxxxxxxxxxxx approach xxxxx in xxxxxxxxxxxxx the xxxxxxxxx spread xx a xxxxxxxxxxxx The xxxxxx on xxx other xxxx talk xxxx about xxx concept xx variability xxx example xx Lydia xxxxxxx video xxx uses xxxxxx examples xxxx the xxxxxxx of xxxxxx in x classroom xx a xxxxxxxxxx to xxxx that xxxx if xxx average xxxxxx is xxx same xxx spread xx variability xx much xxxxxx in xxx playground xxxxxxx you xxxx babies xxxxxxx and xxxxxxxxxxxx From xxx textbook x learned xxx to xxxxxxxxx the xxxxxxxx and xxxxxxxx deviation xx a xxxxx of xxxxxxx this xx the xxxxx process xx measure xxx spread xxx data xx in x very xxxxxxxxxxxx way xxxx was xxxxxxxxx the xxxxxx didn x explain xxx videos xxxxxx me xxxx about xxx variability xxxxxxx in xxxx life xxx example xxx video xx Dr xxxxxxxx talks xxxxx how xxxxxxxxx types xx human xxxxxxxxx like xxxxxxx vary xxxx person xx person xxx how xxxx affects xxxxxx The xxxxxx also xxxxxxx how xxxxxx like xxxxxx expressions xxx behavior xxx vary xxxxx gives xxxx context xx the xxxxxxx of xxxxxxxxxxx in xxx everyday xxxxx Initially x would xxxxxxx what x standard xxxxxxxxx means xxx standard xxxxxxxxx tells xxx how xxxxxx out xxx numbers xxx in xxxx data xx the xxxxxxxx deviation xx low xxxx means xxxx of xxx numbers xxx close xx the xxxxxxx If xx s xxxx the xxxxxxx are xxxxxx out xxxx a xxxxxx range xxx a xxx score xx datasets x would xxx that xxx first xxxx is xx find xxx average xx the xxxxxxx Then xxx each xxxxxx in xxx dataset xx need xx subtract xxx average xxxx tells xx how xxx it xx from xxx average xxxxx we xxxx square xxx differences xxx in xxxx scenario xx will xxxx all xxx numbers xxxxxxxx If xxx difference xx a xxxxxxxx number xx square xx and xxxx it x positive xxxxxx Next xx will xxx up xxx the xxxxxxx differences xxx divide xxx total xx n xxx result xx will xxx will xx divided xx the xxxxxx root xxx challenging xxxx was xxxxxxxxxx how xx calculate xxx standard xxxxxxxxx which xxx a xxx trickier xxx me xxxx explaining xxx it x important xxxxxxx the xxxxxxx can xxx a xxxxxx complicated xxx understanding xxx math xxxxx practice x selected xxxx the xxxxx eats xxxxxxxxxxxx This xxxxxxxxxxx is xxxxxxxxxxx The xxxxxxxxxxxx compare xxx percentage xx calories x person xxxxxxxx in xxxxxxx countries xxxx India xxxxx Hong xxxx Mexico xxx United xxxxxx Brazil xxx National xxxxxxxxxx But xxx pie xxxxx can xx misleading xx well xxx instance xxx infographic xxxxxxx heavily xx calories xxxxxxxx which xxxxx not xxxxxxxxxx reflect xxx nutritional xxxxxxx of xxx food x diet xxxx in xxxxxxxx from xxxx food xx processed xxxxx is xxxxxxxxx from x diet xxxx a xxxxxxx number xx calories xxxxxxx from xxxxx foods xxxxxxxxxxxxxxxxxx Geographic xxxx the xxxxx Eats xxxxxxxx Geographic xxxxx www xxxxxxxxxxxxxxxxxx com xxxxxxxxxxxxxxxxxxx TEDx xxxxx The xxxxxxxxxx of xxxxxxxxx In xxxxx Movement xx Nick xxxxxxxx TEDxUNO xxxxxxx Video xx YouTube xxxxx www xxxxxxx com xxxxx v xxxxxxxxx Privitera x Statistics xxx the xxxxxxxxxx Sciences xx Edition xxxx Publications xxx ISBN xxxxx L xxxxxxxx Variability xxxxxxxxxx Www xxxxxxx com xxxxx www xxxxxxx com xxxxx v xxxxxxxxxxx

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