Data Basics: Observations, Variable, and Data Matrices

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Effective presentation and description of data is a first step in most analyses. This section introduces one structure for organizing data as well as some terminology that is used throughout statistics.
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Why does the audio here (Lecturer's voice) sound like its playing at a choppy 1.5 x normal speed? A bit distracting from learning.

joejohnoptimus
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If you're having an issue with the speed at which he's speaking, try going into the settings and slowing the speed down to 0.75. It worked well for me.

narielboy
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Hello,
I'm a graduate student from Bogazici University, Istanbul, Turkey who is also currently taking "Statistics with R" course from Coursera. Over there, we're advised to use Openintro materials. However, when I started watching your videos such as this one above, I realized that your videos are not very accesible for blind users. I'm a low vision person and I see that you don't describe your figures, tables, and graphs for blind students in the videos. If you don't do it, we will not have a clear sense of what you explain. I kindly request you to modify all of your videos vis-à-vis the principle of accessibility for all not just visioned individuals.

cagrgokcek
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I love the information provided in this clip; though I wish the presenter could have slower the speed of his speech a little.

ngao-thelanh
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Hi! First, I really appreciate the effort and initiative on providing such awesome material about an important topic for researchers and grad students. I have a question about scatterplots: Is the conclusion about relationship entirely based on pattern visualization? Is there any extra statistical tool to confirm this relationship? I feel like just looking at the dots may be imprecise or not enough in some cases.

jeandersonbc
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Wow this video answered alot of the questions i had about datasets.

stevemagana
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It was an interesting video presentation. I liked it

christineakoru
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I can't believe you got Brian David Gilbert to narrate a statistics video in a sad voice!

kyrawr
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In relationship to the book -- you skipped the smoking ban variable and its importance of defining ordinal and nominal

jaymichael
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Even thought the voice is difficult to understand, I was still able to gather enough information.

Mylife_
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66% differential in the Wrong direction.  Better learn a lot more about Stents before considering one.

eventtrading
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