Complete Guide to R - Wrangling, Visualizing, and Modeling Data

Creation Time	Nov. 2, 2025, 11:47 a.m.
Last Access Time	March 25, 2026, 5:48 p.m.
File Size	854.3 MB
Keywords	and Complete Wrangling - to R Visualizing Modeling Data Guide
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Total Files	282
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045-Data-science-with-R-A-case-study-J7iI-onehack.us.mp4 32.9 MB
051-Conducting-an-item-analysis-tEWW-onehack.us.mp4 29.4 MB
050-Conducting-a-principal-component-analysis-QjaA-onehack.us.mp4 22.0 MB
058-Comparing-means-with-multiple-categorical-predictors-Factorial-analysis-of-variance-euBT-onehack.us. 21.8 MB
004-Data-science-with-R-A-case-study-cGfr-onehack.us.mp4 19.9 MB
062-Predicting-outcomes-with-logistic-regression-34n1-onehack.us.mp4 19.7 MB
067-Classifying-cases-with-k-nearest-neighbors-V233-onehack.us.mp4 18.1 MB
010-Data-types-and-structures-InaV-onehack.us.mp4 17.9 MB
030-Creating-tidy-data-LmBD-onehack.us.mp4 17.9 MB
064-Assessing-predictions-with-blocked-entry-models-MxHj-onehack.us.mp4 17.8 MB
057-Comparing-multiple-means-One-factor-analysis-of-variance-k3k9-onehack.us.mp4 17.7 MB
065-Grouping-cases-with-hierarchical-clustering-ZZ4n-onehack.us.mp4 17.5 MB
059-Predicting-outcomes-with-linear-regression-PUtA-onehack.us.mp4 16.1 MB
023-Using-color-palettes-VQCy-onehack.us.mp4 15.8 MB
040-Recoding-categorical-data-oXmF-onehack.us.mp4 15.5 MB
047-Computing-descriptive-statistics-Yo7i-onehack.us.mp4 14.9 MB
068-Classifying-cases-with-decision-tree-analysis-i5G3-onehack.us.mp4 14.8 MB
024-Creating-bar-charts-xeBw-onehack.us.mp4 14.8 MB
069-Creating-ensemble-models-with-random-forest-classification-hMQY-onehack.us.mp4 14.6 MB
055-Comparing-paired-means-Paired-samples-t-test-vHmY-onehack.us.mp4 14.4 MB
029-Creating-cluster-charts-mVpc-onehack.us.mp4 14.3 MB
060-Predicting-outcomes-with-lasso-regression-xHbG-onehack.us.mp4 14.1 MB
042-Transforming-outliers-sx2f-onehack.us.mp4 13.6 MB
053-Comparing-proportions-bCos-onehack.us.mp4 13.3 MB
066-Grouping-cases-with-k-means-clustering-bYEQ-onehack.us.mp4 13.2 MB
039-Filtering-cases-and-subgroups-A2H4-onehack.us.mp4 12.9 MB
056-Comparing-two-means-Independent-samples-t-test-X0fC-onehack.us.mp4 12.8 MB
016-Exploring-sample-datasets-with-pacman-hvtF-onehack.us.mp4 11.9 MB
041-Recoding-quantitative-data-2Obd-onehack.us.mp4 11.9 MB
019-Importing-JSON-data-hOeG-onehack.us.mp4 11.8 MB
021-Introduction-to-ggplot2-MmKa-onehack.us.mp4 11.5 MB
020-Saving-data-in-native-R-formats-REDN-onehack.us.mp4 11.2 MB
001-Make-your-data-make-sense-yPdL-onehack.us.mp4 10.9 MB
061-Predicting-outcomes-with-quantile-regression-c2nS-onehack.us.mp4 10.7 MB
035-Working-with-dates-and-times-hQmk-onehack.us.mp4 10.7 MB
018-Importing-XML-data-07F1-onehack.us.mp4 10.4 MB
009-Entering-data-kTtu-onehack.us.mp4 10.3 MB
008-Navigating-the-RStudio-environment-J9z8-onehack.us.mp4 10.2 MB
048-Computing-correlations-y83z-onehack.us.mp4 10.1 MB
012-Packages-for-R-CPs6-onehack.us.mp4 10.0 MB
038-Working-with-categorical-variables-yefF-onehack.us.mp4 9.9 MB
003-R-in-context-KzNt-onehack.us.mp4 9.8 MB
017-Importing-data-from-a-spreadsheet-gQ0F-onehack.us.mp4 9.8 MB
052-Conducting-a-confirmatory-factor-analysis-rsIL-onehack.us.mp4 9.6 MB
054-Comparing-one-mean-to-a-population-One-sample-t-test-JYbA-onehack.us.mp4 9.5 MB
070-Next-steps-DJlj-onehack.us.mp4 9.5 MB
037-Working-with-XML-data-hS5N-onehack.us.mp4 9.4 MB
015-R-s-built-in-datasets-DEqw-onehack.us.mp4 9.4 MB
049-Creating-contingency-tables-qQMB-onehack.us.mp4 9.2 MB
027-Creating-scatterplots-wHH2-onehack.us.mp4 9.2 MB
022-Using-colors-in-R-mGkg-onehack.us.mp4 9.2 MB
043-Creating-scale-scores-by-counting-CH4h-onehack.us.mp4 8.8 MB
025-Creating-histograms-DJus-onehack.us.mp4 8.7 MB
032-Using-data-table-SrYh-onehack.us.mp4 8.6 MB
034-Converting-data-from-tables-to-rows-xJmn-onehack.us.mp4 8.6 MB
036-Working-with-list-data-JArT-onehack.us.mp4 8.5 MB
026-Creating-box-plots-mL9n-onehack.us.mp4 8.4 MB
046-Computing-frequencies-xLVy-onehack.us.mp4 8.0 MB
031-Using-tibbles-H30h-onehack.us.mp4 8.0 MB
011-Comments-and-headers-MloE-onehack.us.mp4 7.6 MB
006-Environments-for-R-vMEq-onehack.us.mp4 7.0 MB
033-Converting-data-from-wide-to-tall-and-from-tall-to-wide-7NxD-onehack.us.mp4 6.8 MB
014-Piping-commands-with-SglL-onehack.us.mp4 6.8 MB
028-Creating-multiple-graphs-x6mc-onehack.us.mp4 6.6 MB
063-Predicting-outcomes-with-Poisson-or-log-linear-regression-jsBB-onehack.us.mp4 5.8 MB
013-The-tidyverse-pu0f-onehack.us.mp4 5.7 MB
044-Creating-scale-scores-by-averaging-vOmX-onehack.us.mp4 5.4 MB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/data/b5_df_jamovi.omv 4.1 MB
005-Installing-R-9weW-onehack.us.mp4 3.0 MB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/data/ScaleData.xlsx 2.4 MB
007-Installing-RStudio-B7Er-onehack.us.mp4 2.4 MB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/data/big5.csv 2.2 MB
002-Using-the-exercise-files-zePH-onehack.us.mp4 2.1 MB
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exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/data/winequality-red.csv 83.7 KB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/output/barchart.png 62.1 KB
045-Data-science-with-R-A-case-study-J7iI-persian-onehack.us.srt 41.6 KB
051-Conducting-an-item-analysis-tEWW-persian-onehack.us.srt 41.3 KB
004-Data-science-with-R-A-case-study-cGfr-persian-onehack.us.srt 30.0 KB
062-Predicting-outcomes-with-logistic-regression-34n1-persian-onehack.us.srt 29.9 KB
045-Data-science-with-R-A-case-study-J7iI-english-onehack.us.srt 29.7 KB
010-Data-types-and-structures-InaV-persian-onehack.us.srt 29.6 KB
051-Conducting-an-item-analysis-tEWW-english-onehack.us.srt 29.6 KB
050-Conducting-a-principal-component-analysis-QjaA-persian-onehack.us.srt 29.1 KB
067-Classifying-cases-with-k-nearest-neighbors-V233-persian-onehack.us.srt 28.8 KB
065-Grouping-cases-with-hierarchical-clustering-ZZ4n-persian-onehack.us.srt 26.5 KB
064-Assessing-predictions-with-blocked-entry-models-MxHj-persian-onehack.us.srt 25.0 KB
057-Comparing-multiple-means-One-factor-analysis-of-variance-k3k9-persian-onehack.us.srt 24.7 KB
030-Creating-tidy-data-LmBD-persian-onehack.us.srt 24.5 KB
047-Computing-descriptive-statistics-Yo7i-persian-onehack.us.srt 23.4 KB
024-Creating-bar-charts-xeBw-persian-onehack.us.srt 23.4 KB
040-Recoding-categorical-data-oXmF-persian-onehack.us.srt 23.2 KB
055-Comparing-paired-means-Paired-samples-t-test-vHmY-persian-onehack.us.srt 22.3 KB
069-Creating-ensemble-models-with-random-forest-classification-hMQY-persian-onehack.us.srt 21.9 KB
042-Transforming-outliers-sx2f-persian-onehack.us.srt 21.8 KB
010-Data-types-and-structures-InaV-english-onehack.us.srt 21.6 KB
068-Classifying-cases-with-decision-tree-analysis-i5G3-persian-onehack.us.srt 21.5 KB
062-Predicting-outcomes-with-logistic-regression-34n1-english-onehack.us.srt 21.5 KB
004-Data-science-with-R-A-case-study-cGfr-english-onehack.us.srt 21.5 KB
050-Conducting-a-principal-component-analysis-QjaA-english-onehack.us.srt 21.3 KB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/data/MobileOS_US.xlsx 21.2 KB
029-Creating-cluster-charts-mVpc-persian-onehack.us.srt 20.8 KB
059-Predicting-outcomes-with-linear-regression-PUtA-persian-onehack.us.srt 20.8 KB
067-Classifying-cases-with-k-nearest-neighbors-V233-english-onehack.us.srt 20.8 KB
065-Grouping-cases-with-hierarchical-clustering-ZZ4n-english-onehack.us.srt 19.2 KB
056-Comparing-two-means-Independent-samples-t-test-X0fC-persian-onehack.us.srt 19.0 KB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/data/StateData.xlsx 18.7 KB
023-Using-color-palettes-VQCy-persian-onehack.us.srt 18.5 KB
060-Predicting-outcomes-with-lasso-regression-xHbG-persian-onehack.us.srt 18.4 KB
039-Filtering-cases-and-subgroups-A2H4-persian-onehack.us.srt 18.3 KB
064-Assessing-predictions-with-blocked-entry-models-MxHj-english-onehack.us.srt 18.1 KB
066-Grouping-cases-with-k-means-clustering-bYEQ-persian-onehack.us.srt 18.0 KB
057-Comparing-multiple-means-One-factor-analysis-of-variance-k3k9-english-onehack.us.srt 17.9 KB
053-Comparing-proportions-bCos-persian-onehack.us.srt 17.5 KB
030-Creating-tidy-data-LmBD-english-onehack.us.srt 17.4 KB
041-Recoding-quantitative-data-2Obd-persian-onehack.us.srt 17.3 KB
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055-Comparing-paired-means-Paired-samples-t-test-vHmY-english-onehack.us.srt 16.5 KB
024-Creating-bar-charts-xeBw-english-onehack.us.srt 16.3 KB
040-Recoding-categorical-data-oXmF-english-onehack.us.srt 16.2 KB
038-Working-with-categorical-variables-yefF-persian-onehack.us.srt 16.1 KB
020-Saving-data-in-native-R-formats-REDN-persian-onehack.us.srt 15.9 KB
009-Entering-data-kTtu-persian-onehack.us.srt 15.8 KB
069-Creating-ensemble-models-with-random-forest-classification-hMQY-english-onehack.us.srt 15.7 KB
068-Classifying-cases-with-decision-tree-analysis-i5G3-english-onehack.us.srt 15.5 KB
042-Transforming-outliers-sx2f-english-onehack.us.srt 15.3 KB
048-Computing-correlations-y83z-persian-onehack.us.srt 15.1 KB
029-Creating-cluster-charts-mVpc-english-onehack.us.srt 15.0 KB
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059-Predicting-outcomes-with-linear-regression-PUtA-english-onehack.us.srt 14.7 KB
035-Working-with-dates-and-times-hQmk-persian-onehack.us.srt 14.6 KB
061-Predicting-outcomes-with-quantile-regression-c2nS-persian-onehack.us.srt 14.3 KB
027-Creating-scatterplots-wHH2-persian-onehack.us.srt 14.2 KB
026-Creating-box-plots-mL9n-persian-onehack.us.srt 14.1 KB
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056-Comparing-two-means-Independent-samples-t-test-X0fC-english-onehack.us.srt 14.0 KB
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019-Importing-JSON-data-hOeG-persian-onehack.us.srt 13.6 KB
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060-Predicting-outcomes-with-lasso-regression-xHbG-english-onehack.us.srt 13.4 KB
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018-Importing-XML-data-07F1-persian-onehack.us.srt 13.1 KB
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034-Converting-data-from-tables-to-rows-xJmn-persian-onehack.us.srt 11.6 KB
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027-Creating-scatterplots-wHH2-english-onehack.us.srt 10.4 KB
061-Predicting-outcomes-with-quantile-regression-c2nS-english-onehack.us.srt 10.3 KB
006-Environments-for-R-vMEq-persian-onehack.us.srt 10.2 KB
033-Converting-data-from-wide-to-tall-and-from-tall-to-wide-7NxD-persian-onehack.us.srt 10.2 KB
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021-Introduction-to-ggplot2-MmKa-persian-onehack.us.srt 10.0 KB
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019-Importing-JSON-data-hOeG-english-onehack.us.srt 9.5 KB
018-Importing-XML-data-07F1-english-onehack.us.srt 9.3 KB
025-Creating-histograms-DJus-english-onehack.us.srt 9.2 KB
052-Conducting-a-confirmatory-factor-analysis-rsIL-english-onehack.us.srt 9.2 KB
017-Importing-data-from-a-spreadsheet-gQ0F-english-onehack.us.srt 9.1 KB
037-Working-with-XML-data-hS5N-english-onehack.us.srt 9.1 KB
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063-Predicting-outcomes-with-Poisson-or-log-linear-regression-jsBB-persian-onehack.us.srt 8.5 KB
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exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/10_04_LogisticRegression.R 3.8 KB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/data/StateData-Code-Book.txt 3.8 KB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/06_03_TransformOutliers.R 3.8 KB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/11_05_RandomForests.R 3.4 KB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/04_03_Palettes.R 3.3 KB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/03_02_ExploreSampleData.R 3.3 KB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/04_04_BarCharts.R 3.2 KB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/10_01_LinearRegression.R 3.2 KB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/09_05_OneFactorANOVA.R 3.1 KB
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exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/08_05_PCA.R 3.1 KB
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exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/03_06_SaveRData.R 2.9 KB
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exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/11_02_kMeansClustering.R 2.8 KB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/05_05_ConvertTableToRows.R 2.8 KB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/11_04_DecisionTrees.R 2.7 KB
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exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/10_03_QuantileRegression.R 2.5 KB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/04_08_MultipleGraphs.R 2.4 KB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/05_09_CategoricalVariables.R 2.4 KB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/06_02_RecodeQuantitativeData.R 2.4 KB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/04_02_Colors.R 2.4 KB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/05_08_XMLData.R 2.3 KB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/06_04_CountScores.R 2.3 KB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/09_06_FactorialANOVA.R 2.2 KB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/04_05_Histograms.R 2.2 KB
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exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/08_02_Descriptives.R 2.2 KB
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exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/04_06_Boxplots.R 2.1 KB
exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/04_07_Scatterplots.R 2.0 KB
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exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/10_05_PoissonRegression.R 1.9 KB
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exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/09_02_OneSamplet.R 1.8 KB
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exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/05_07_ListData.R 1.7 KB
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exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/02_08_Packages.R 1.5 KB
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exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/code/02_05_EnteringData.R 1.4 KB
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exercise_files/Ex_Files_Complete_Guide_to_R/Exercise Files/Complete-Guide-to-R-README.txt 1015 bytes
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