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Quantitative Social Science Data Analysis
United States
เข้าร่วมเมื่อ 2 ก.พ. 2019
This channel provides hands-on tutorials for analyzing quantitative social science data in R.
April 2023 Update: Data & codebooks are now available for the 95 R tutorials for the book Quantitative Social Science Data with R, 2nd edition: study.sagepub.com/Fogarty2e
November 2022 Update: 95 R tutorials are now uploaded for the book Quantitative Social Science Data with R, 2nd edition (forthcoming, Sage). These are organized by chapter playlists.
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This channel was created in 2019 with a few videos for conducting and interpreting generalized linear regression models (binary, ordinal) in R. The materials were originally developed for undergraduate and graduate quantitative methods courses in the social sciences in the UK and US.
Dr. Brian J. Fogarty is the content creator for these videos and is Director of the Center for Social Science Research at the University of Notre Dame. For more information: lucyinstitute.nd.edu/people/leadership-team/brian-fogarty/
April 2023 Update: Data & codebooks are now available for the 95 R tutorials for the book Quantitative Social Science Data with R, 2nd edition: study.sagepub.com/Fogarty2e
November 2022 Update: 95 R tutorials are now uploaded for the book Quantitative Social Science Data with R, 2nd edition (forthcoming, Sage). These are organized by chapter playlists.
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This channel was created in 2019 with a few videos for conducting and interpreting generalized linear regression models (binary, ordinal) in R. The materials were originally developed for undergraduate and graduate quantitative methods courses in the social sciences in the UK and US.
Dr. Brian J. Fogarty is the content creator for these videos and is Director of the Center for Social Science Research at the University of Notre Dame. For more information: lucyinstitute.nd.edu/people/leadership-team/brian-fogarty/
Chapter 4 Video 8 - Pivoting Datasets in R
In this video, we briefly examine pivoting datasets/variables using the pivot_longer() and pivot_wider() functions from the tidyr package.
This is the 8th video of Chapter 4 for the book Quantitative Social Science Data with R, 2nd Edition (Sage).
April 2023 Update: Data & codebooks are now available for these R tutorials: study.sagepub.com/Fogarty2e
This is the 8th video of Chapter 4 for the book Quantitative Social Science Data with R, 2nd Edition (Sage).
April 2023 Update: Data & codebooks are now available for these R tutorials: study.sagepub.com/Fogarty2e
มุมมอง: 175
วีดีโอ
Chapter 9 Video 3 - Wilcoxon Rank Sum Tests in R
มุมมอง 179ปีที่แล้ว
In this video, we examine running Wilcoxon rank sum tests with independent samples in R. This is done with the wilcox.test() function. This is the 3rd video of Chapter 9 for the book Quantitative Social Science Data with R, 2nd Edition (Sage). April 2023 Update: Data & codebooks are now available for these R tutorials: study.sagepub.com/Fogarty2e
Chapter 5 Video 2 - Renaming Variables in R
มุมมอง 98ปีที่แล้ว
In this video, we go through renaming variables in R. This is done using the rename() and rename_with() functions from the dplyr package. This is the 2nd video of Chapter 5 for the book Quantitative Social Science Data with R, 2nd Edition (Sage). April 2023 Update: Data & codebooks are now available for these R tutorials: study.sagepub.com/Fogarty2e
Chapter 5 Video 6 - Re-Arranging Variable Values in R
มุมมอง 116ปีที่แล้ว
In this video, we take a look at re-arranging variable values in R. This is done using the mutate(), factor() function with the levels option and the fct_rev() function from the dplyr and forcats packages. This is the 6th video of Chapter 5 for the book Quantitative Social Science Data with R, 2nd Edition (Sage). April 2023 Update: Data & codebooks are now available for these R tutorials: study...
Chapter 5 Video 10 - Dealing with Missing Values in R
มุมมอง 85ปีที่แล้ว
In this video, we look at how to deal with missing values in R. This is done with the mutate(), replace_na(), and na_if() functions from the dplyr and tidyr packages. This is the 10th video of Chapter 5 for the book Quantitative Social Science Data with R, 2nd Edition (Sage). April 2023 Update: Data & codebooks are now available for these R tutorials: study.sagepub.com/Fogarty2e
Chapter 5 Video 3 - Changing Variable Classifications in R
มุมมอง 145ปีที่แล้ว
In this video, we briefly examining changing variable classifications in R. This is done using the as.factor() and as.numeric() functions. This is the 3rd video of Chapter 5 for the book Quantitative Social Science Data with R, 2nd Edition (Sage). April 2023 Update: Data & codebooks are now available for these R tutorials: study.sagepub.com/Fogarty2e
Chapter 4 Video 1 - Reading in Data from a Working Directory in R
มุมมอง 225ปีที่แล้ว
In this video, we examine reading in different data formats from a working directory in R. This includes reading in .csv, .xlsx, and .dta (Stata) data formats using the tidyverse, haven, and readxl packages. This is the 1st video of Chapter 4 for the book Quantitative Social Science Data with R, 2nd Edition (Sage). April 2023 Update: Data & codebooks are now available for these R tutorials: stu...
Chapter 5 Video 1 - Determining Levels of Measurement in R
มุมมอง 565ปีที่แล้ว
In this video, we go through determining variables' level of measurement in R. This is done using the glimpse() and count() functions. This is the 1st video of Chapter 5 for the book Quantitative Social Science Data with R, 2nd Edition (Sage). April 2023 Update: Data & codebooks are now available for these R tutorials: study.sagepub.com/Fogarty2e
Chapter 8 Video 12 - Multiple Plots - Combining Plots in R (with ggplot2)
มุมมอง 70ปีที่แล้ว
In this video, we examine combining multiple plots in R using the patchwork package. This is the 12th video of Chapter 8 for the book Quantitative Social Science Data with R, 2nd Edition (Sage). April 2023 Update: Data & codebooks are now available for these R tutorials: study.sagepub.com/Fogarty2e
Chapter 5 Video 8 - Collapsing Numeric Variables in R
มุมมอง 125ปีที่แล้ว
In this video, we quickly go through collapsing numeric variables in R. This is done using the mutate() and cut_interval() functions from the dplyr and ggplot2 packages. This is the 8th video of Chapter 5 for the book Quantitative Social Science Data with R, 2nd Edition (Sage). April 2023 Update: Data & codebooks are now available for these R tutorials: study.sagepub.com/Fogarty2e
Chapter 2 Video 2 - RStudio Tour
มุมมอง 113ปีที่แล้ว
In this video, we briefly examine the features of RStudio. This is the 2nd video of Chapter 2 for the book Quantitative Social Science Data with R, 2nd Edition (Sage). April 2023 Update: Data & codebooks are now available for these R tutorials: study.sagepub.com/Fogarty2e
Chapter 8 Video 9 - Scatterplots with Four Variables in R (with ggplot2)
มุมมอง 224ปีที่แล้ว
In this video, we create a scatterplot with four variables in R using the geom_point() function from the ggplot2 package. This is the 9th video of Chapter 8 for the book Quantitative Social Science Data with R, 2nd Edition (Sage). April 2023 Update: Data & codebooks are now available for these R tutorials: study.sagepub.com/Fogarty2e
Chapter 5 Video 4 - Removing Characters in Variables in R
มุมมอง 166ปีที่แล้ว
In this video, we examine removing characters in variables' names and values in R. This is done using the mutate(), parse_number(), parse_date(), rename_with(), str_to_lower(), and str_replace_all() functions from the readr, dplyr, and stringr packages. This is the 4th video of Chapter 5 for the book Quantitative Social Science Data with R, 2nd Edition (Sage). April 2023 Update: Data & codebook...
Chapter 5 Video 12 - Creating New Variables from Existing Variables in R
มุมมอง 572ปีที่แล้ว
Chapter 5 Video 12 - Creating New Variables from Existing Variables in R
Chapter 8 Video 1 - Bar Plots with One Variable in R (with ggplot2)
มุมมอง 213ปีที่แล้ว
Chapter 8 Video 1 - Bar Plots with One Variable in R (with ggplot2)
Chapter 5 Video 7 - Collapsing Categorical Variables in R
มุมมอง 559ปีที่แล้ว
Chapter 5 Video 7 - Collapsing Categorical Variables in R
Chapter 8 Video 4 - Histograms with Two Variables in R (with ggplot2)
มุมมอง 863ปีที่แล้ว
Chapter 8 Video 4 - Histograms with Two Variables in R (with ggplot2)
Chapter 8 Video 7 - Scatterplots with Two Variables in R (with ggplot2)
มุมมอง 29ปีที่แล้ว
Chapter 8 Video 7 - Scatterplots with Two Variables in R (with ggplot2)
Chapter 7 Video 1 - Frequency Distributions in R
มุมมอง 103ปีที่แล้ว
Chapter 7 Video 1 - Frequency Distributions in R
Chapter 4 Video 2 - Reading in Data using RStudio
มุมมอง 62ปีที่แล้ว
Chapter 4 Video 2 - Reading in Data using RStudio
Chapter 4 Video 4 - Examining Variables in R
มุมมอง 76ปีที่แล้ว
Chapter 4 Video 4 - Examining Variables in R
Chapter 4 Video 5 - Managing Missing Values in R
มุมมอง 67ปีที่แล้ว
Chapter 4 Video 5 - Managing Missing Values in R
Chapter 2 Video 3 - Working Directories in R
มุมมอง 98ปีที่แล้ว
Chapter 2 Video 3 - Working Directories in R
Chapter 8 Video 8 - Scatterplots with Three Variables in R (with ggplot2)
มุมมอง 114ปีที่แล้ว
Chapter 8 Video 8 - Scatterplots with Three Variables in R (with ggplot2)
Chapter 8 Video 10 - Colour Considerations in Scatterplots in R (with ggplot2)
มุมมอง 35ปีที่แล้ว
Chapter 8 Video 10 - Colour Considerations in Scatterplots in R (with ggplot2)
Chapter 4 Video 7 - Merging Different Datasets in R
มุมมอง 64ปีที่แล้ว
Chapter 4 Video 7 - Merging Different Datasets in R
Chapter 8 Video 5 - Smoothed Density Plots in R (with ggplot2)
มุมมอง 115ปีที่แล้ว
Chapter 8 Video 5 - Smoothed Density Plots in R (with ggplot2)
Chapter 8 Video 2 - Bar Plots with Two Variables in R (with ggplot2)
มุมมอง 215ปีที่แล้ว
Chapter 8 Video 2 - Bar Plots with Two Variables in R (with ggplot2)
Chapter 7 Video 4 - Z Scores and SATs in R
มุมมอง 44ปีที่แล้ว
Chapter 7 Video 4 - Z Scores and SATs in R
Chapter 8 Video 13 - Saving Plots in R (with ggplot2)
มุมมอง 44ปีที่แล้ว
Chapter 8 Video 13 - Saving Plots in R (with ggplot2)