Complete Guide to Wrangling Visualizing and Modeling Data | 264E78459680CA3C9EA6765D2C8184FCC5853567

Complete Guide to Wrangling Visualizing and Modeling Data

Name	Complete Guide to R - Wrangling, Visualizing, and Modeling Data	DOWNLOAD Copy Link
Total Size	895.8 MB
Total Files	282
Last Seen	2024-12-21 00:09
Hash	264E78459680CA3C9EA6765D2C8184FCC5853567

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001-Make-your-data-make-sense-yPdL-english-onehack.us.srt	1.6 KB
001-Make-your-data-make-sense-yPdL-onehack.us.mp4	11.5 MB
001-Make-your-data-make-sense-yPdL-persian-onehack.us.srt	2.2 KB
002-Using-the-exercise-files-zePH-onehack.us.mp4	2.2 MB
003-R-in-context-KzNt-english-onehack.us.srt	11.4 KB
003-R-in-context-KzNt-onehack.us.mp4	10.2 MB
003-R-in-context-KzNt-persian-onehack.us.srt	15.3 KB
004-Data-science-with-R-A-case-study-cGfr-english-onehack.us.srt	22.0 KB
004-Data-science-with-R-A-case-study-cGfr-onehack.us.mp4	20.9 MB
004-Data-science-with-R-A-case-study-cGfr-persian-onehack.us.srt	30.7 KB
005-Installing-R-9weW-english-onehack.us.srt	3.2 KB
005-Installing-R-9weW-onehack.us.mp4	3.2 MB
005-Installing-R-9weW-persian-onehack.us.srt	4.5 KB
006-Environments-for-R-vMEq-english-onehack.us.srt	7.8 KB
006-Environments-for-R-vMEq-onehack.us.mp4	7.3 MB
006-Environments-for-R-vMEq-persian-onehack.us.srt	10.5 KB
007-Installing-RStudio-B7Er-onehack.us.mp4	2.5 MB
008-Navigating-the-RStudio-environment-J9z8-english-onehack.us.srt	10.4 KB
008-Navigating-the-RStudio-environment-J9z8-onehack.us.mp4	10.7 MB
008-Navigating-the-RStudio-environment-J9z8-persian-onehack.us.srt	14.4 KB
009-Entering-data-kTtu-english-onehack.us.srt	11.5 KB
009-Entering-data-kTtu-onehack.us.mp4	10.8 MB
009-Entering-data-kTtu-persian-onehack.us.srt	16.1 KB
010-Data-types-and-structures-InaV-english-onehack.us.srt	22.1 KB
010-Data-types-and-structures-InaV-onehack.us.mp4	18.8 MB
010-Data-types-and-structures-InaV-persian-onehack.us.srt	30.3 KB
011-Comments-and-headers-MloE-english-onehack.us.srt	8.3 KB
011-Comments-and-headers-MloE-onehack.us.mp4	8.0 MB
011-Comments-and-headers-MloE-persian-onehack.us.srt	12.0 KB
012-Packages-for-R-CPs6-english-onehack.us.srt	8.0 KB
012-Packages-for-R-CPs6-onehack.us.mp4	10.5 MB
012-Packages-for-R-CPs6-persian-onehack.us.srt	11.2 KB
013-The-tidyverse-pu0f-english-onehack.us.srt	4.7 KB
013-The-tidyverse-pu0f-onehack.us.mp4	5.9 MB
013-The-tidyverse-pu0f-persian-onehack.us.srt	6.3 KB
014-Piping-commands-with-SglL-english-onehack.us.srt	10.0 KB
014-Piping-commands-with-SglL-onehack.us.mp4	7.1 MB
014-Piping-commands-with-SglL-persian-onehack.us.srt	13.6 KB
015-R-s-built-in-datasets-DEqw-english-onehack.us.srt	8.8 KB
015-R-s-built-in-datasets-DEqw-onehack.us.mp4	9.8 MB
015-R-s-built-in-datasets-DEqw-persian-onehack.us.srt	12.5 KB
016-Exploring-sample-datasets-with-pacman-hvtF-onehack.us.mp4	12.5 MB
017-Importing-data-from-a-spreadsheet-gQ0F-english-onehack.us.srt	9.4 KB
017-Importing-data-from-a-spreadsheet-gQ0F-onehack.us.mp4	10.2 MB
017-Importing-data-from-a-spreadsheet-gQ0F-persian-onehack.us.srt	13.1 KB
018-Importing-XML-data-07F1-english-onehack.us.srt	9.5 KB
018-Importing-XML-data-07F1-onehack.us.mp4	10.9 MB
018-Importing-XML-data-07F1-persian-onehack.us.srt	13.4 KB
019-Importing-JSON-data-hOeG-english-onehack.us.srt	9.7 KB
019-Importing-JSON-data-hOeG-onehack.us.mp4	12.4 MB
019-Importing-JSON-data-hOeG-persian-onehack.us.srt	13.9 KB
020-Saving-data-in-native-R-formats-REDN-english-onehack.us.srt	11.5 KB
020-Saving-data-in-native-R-formats-REDN-onehack.us.mp4	11.8 MB
020-Saving-data-in-native-R-formats-REDN-persian-onehack.us.srt	16.2 KB
021-Introduction-to-ggplot2-MmKa-english-onehack.us.srt	7.4 KB
021-Introduction-to-ggplot2-MmKa-onehack.us.mp4	12.1 MB
021-Introduction-to-ggplot2-MmKa-persian-onehack.us.srt	10.2 KB
022-Using-colors-in-R-mGkg-english-onehack.us.srt	8.8 KB
022-Using-colors-in-R-mGkg-onehack.us.mp4	9.6 MB
022-Using-colors-in-R-mGkg-persian-onehack.us.srt	12.4 KB
023-Using-color-palettes-VQCy-english-onehack.us.srt	13.5 KB
023-Using-color-palettes-VQCy-onehack.us.mp4	16.6 MB
023-Using-color-palettes-VQCy-persian-onehack.us.srt	19.0 KB
024-Creating-bar-charts-xeBw-english-onehack.us.srt	16.7 KB
024-Creating-bar-charts-xeBw-onehack.us.mp4	15.5 MB
024-Creating-bar-charts-xeBw-persian-onehack.us.srt	24.0 KB
025-Creating-histograms-DJus-english-onehack.us.srt	9.5 KB
025-Creating-histograms-DJus-onehack.us.mp4	9.1 MB
025-Creating-histograms-DJus-persian-onehack.us.srt	13.2 KB
026-Creating-box-plots-mL9n-english-onehack.us.srt	10.0 KB
026-Creating-box-plots-mL9n-onehack.us.mp4	8.8 MB
026-Creating-box-plots-mL9n-persian-onehack.us.srt	14.5 KB
027-Creating-scatterplots-wHH2-english-onehack.us.srt	10.6 KB
027-Creating-scatterplots-wHH2-onehack.us.mp4	9.7 MB
027-Creating-scatterplots-wHH2-persian-onehack.us.srt	14.5 KB
028-Creating-multiple-graphs-x6mc-onehack.us.mp4	6.9 MB
029-Creating-cluster-charts-mVpc-english-onehack.us.srt	15.3 KB
029-Creating-cluster-charts-mVpc-onehack.us.mp4	15.0 MB
029-Creating-cluster-charts-mVpc-persian-onehack.us.srt	21.3 KB
030-Creating-tidy-data-LmBD-english-onehack.us.srt	17.8 KB
030-Creating-tidy-data-LmBD-onehack.us.mp4	18.8 MB
030-Creating-tidy-data-LmBD-persian-onehack.us.srt	25.1 KB
031-Using-tibbles-H30h-english-onehack.us.srt	9.2 KB
031-Using-tibbles-H30h-onehack.us.mp4	8.3 MB
031-Using-tibbles-H30h-persian-onehack.us.srt	13.1 KB
032-Using-data-table-SrYh-english-onehack.us.srt	8.6 KB
032-Using-data-table-SrYh-onehack.us.mp4	9.1 MB
032-Using-data-table-SrYh-persian-onehack.us.srt	12.3 KB
033-Converting-data-from-wide-to-tall-and-from-tall-to-wide-7NxD-english-onehack.us.srt	7.5 KB
033-Converting-data-from-wide-to-tall-and-from-tall-to-wide-7NxD-onehack.us.mp4	7.2 MB
033-Converting-data-from-wide-to-tall-and-from-tall-to-wide-7NxD-persian-onehack.us.srt	10.4 KB
034-Converting-data-from-tables-to-rows-xJmn-english-onehack.us.srt	8.5 KB
034-Converting-data-from-tables-to-rows-xJmn-onehack.us.mp4	9.0 MB
034-Converting-data-from-tables-to-rows-xJmn-persian-onehack.us.srt	11.9 KB
035-Working-with-dates-and-times-hQmk-english-onehack.us.srt	11.0 KB
035-Working-with-dates-and-times-hQmk-onehack.us.mp4	11.2 MB
035-Working-with-dates-and-times-hQmk-persian-onehack.us.srt	15.0 KB
036-Working-with-list-data-JArT-onehack.us.mp4	8.9 MB
037-Working-with-XML-data-hS5N-english-onehack.us.srt	9.3 KB
037-Working-with-XML-data-hS5N-onehack.us.mp4	9.8 MB
037-Working-with-XML-data-hS5N-persian-onehack.us.srt	13.0 KB
038-Working-with-categorical-variables-yefF-english-onehack.us.srt	11.8 KB
038-Working-with-categorical-variables-yefF-onehack.us.mp4	10.3 MB
038-Working-with-categorical-variables-yefF-persian-onehack.us.srt	16.5 KB
039-Filtering-cases-and-subgroups-A2H4-english-onehack.us.srt	13.5 KB
039-Filtering-cases-and-subgroups-A2H4-onehack.us.mp4	13.5 MB
039-Filtering-cases-and-subgroups-A2H4-persian-onehack.us.srt	18.8 KB
040-Recoding-categorical-data-oXmF-english-onehack.us.srt	16.6 KB
040-Recoding-categorical-data-oXmF-onehack.us.mp4	16.3 MB
040-Recoding-categorical-data-oXmF-persian-onehack.us.srt	23.8 KB
041-Recoding-quantitative-data-2Obd-english-onehack.us.srt	12.4 KB
041-Recoding-quantitative-data-2Obd-onehack.us.mp4	12.5 MB
041-Recoding-quantitative-data-2Obd-persian-onehack.us.srt	17.7 KB
042-Transforming-outliers-sx2f-english-onehack.us.srt	15.7 KB
042-Transforming-outliers-sx2f-onehack.us.mp4	14.2 MB
042-Transforming-outliers-sx2f-persian-onehack.us.srt	22.3 KB
043-Creating-scale-scores-by-counting-CH4h-english-onehack.us.srt	10.1 KB
043-Creating-scale-scores-by-counting-CH4h-onehack.us.mp4	9.2 MB
043-Creating-scale-scores-by-counting-CH4h-persian-onehack.us.srt	13.9 KB
044-Creating-scale-scores-by-averaging-vOmX-english-onehack.us.srt	6.0 KB
044-Creating-scale-scores-by-averaging-vOmX-onehack.us.mp4	5.6 MB
044-Creating-scale-scores-by-averaging-vOmX-persian-onehack.us.srt	8.4 KB
045-Data-science-with-R-A-case-study-J7iI-english-onehack.us.srt	30.5 KB
045-Data-science-with-R-A-case-study-J7iI-onehack.us.mp4	34.5 MB
045-Data-science-with-R-A-case-study-J7iI-persian-onehack.us.srt	42.6 KB
046-Computing-frequencies-xLVy-english-onehack.us.srt	9.1 KB
046-Computing-frequencies-xLVy-onehack.us.mp4	8.4 MB
046-Computing-frequencies-xLVy-persian-onehack.us.srt	12.5 KB
047-Computing-descriptive-statistics-Yo7i-english-onehack.us.srt	17.6 KB
047-Computing-descriptive-statistics-Yo7i-onehack.us.mp4	15.6 MB
047-Computing-descriptive-statistics-Yo7i-persian-onehack.us.srt	24.0 KB
048-Computing-correlations-y83z-english-onehack.us.srt	11.3 KB
048-Computing-correlations-y83z-onehack.us.mp4	10.6 MB
048-Computing-correlations-y83z-persian-onehack.us.srt	15.4 KB
049-Creating-contingency-tables-qQMB-english-onehack.us.srt	9.9 KB
049-Creating-contingency-tables-qQMB-onehack.us.mp4	9.7 MB
049-Creating-contingency-tables-qQMB-persian-onehack.us.srt	13.9 KB
050-Conducting-a-principal-component-analysis-QjaA-english-onehack.us.srt	21.9 KB
050-Conducting-a-principal-component-analysis-QjaA-onehack.us.mp4	23.0 MB
050-Conducting-a-principal-component-analysis-QjaA-persian-onehack.us.srt	29.8 KB
051-Conducting-an-item-analysis-tEWW-english-onehack.us.srt	30.3 KB
051-Conducting-an-item-analysis-tEWW-onehack.us.mp4	30.9 MB
051-Conducting-an-item-analysis-tEWW-persian-onehack.us.srt	42.3 KB
052-Conducting-a-confirmatory-factor-analysis-rsIL-english-onehack.us.srt	9.4 KB
052-Conducting-a-confirmatory-factor-analysis-rsIL-onehack.us.mp4	10.1 MB
052-Conducting-a-confirmatory-factor-analysis-rsIL-persian-onehack.us.srt	12.7 KB
053-Comparing-proportions-bCos-english-onehack.us.srt	13.3 KB
053-Comparing-proportions-bCos-onehack.us.mp4	13.9 MB
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054-Comparing-one-mean-to-a-population-One-sample-t-test-JYbA-english-onehack.us.srt	10.2 KB
054-Comparing-one-mean-to-a-population-One-sample-t-test-JYbA-onehack.us.mp4	10.0 MB
054-Comparing-one-mean-to-a-population-One-sample-t-test-JYbA-persian-onehack.us.srt	14.1 KB
055-Comparing-paired-means-Paired-samples-t-test-vHmY-english-onehack.us.srt	16.9 KB
055-Comparing-paired-means-Paired-samples-t-test-vHmY-onehack.us.mp4	15.1 MB
055-Comparing-paired-means-Paired-samples-t-test-vHmY-persian-onehack.us.srt	22.8 KB
056-Comparing-two-means-Independent-samples-t-test-X0fC-english-onehack.us.srt	14.3 KB
056-Comparing-two-means-Independent-samples-t-test-X0fC-onehack.us.mp4	13.4 MB
056-Comparing-two-means-Independent-samples-t-test-X0fC-persian-onehack.us.srt	19.5 KB
057-Comparing-multiple-means-One-factor-analysis-of-variance-k3k9-english-onehack.us.srt	18.3 KB
057-Comparing-multiple-means-One-factor-analysis-of-variance-k3k9-onehack.us.mp4	18.6 MB
057-Comparing-multiple-means-One-factor-analysis-of-variance-k3k9-persian-onehack.us.srt	25.3 KB
058-Comparing-means-with-multiple-categorical-predictors-Factorial-analysis-of-variance-euBT-onehack.us.	22.9 MB
059-Predicting-outcomes-with-linear-regression-PUtA-english-onehack.us.srt	15.1 KB
059-Predicting-outcomes-with-linear-regression-PUtA-onehack.us.mp4	16.9 MB
059-Predicting-outcomes-with-linear-regression-PUtA-persian-onehack.us.srt	21.3 KB
060-Predicting-outcomes-with-lasso-regression-xHbG-english-onehack.us.srt	13.7 KB
060-Predicting-outcomes-with-lasso-regression-xHbG-onehack.us.mp4	14.8 MB
060-Predicting-outcomes-with-lasso-regression-xHbG-persian-onehack.us.srt	18.9 KB
061-Predicting-outcomes-with-quantile-regression-c2nS-english-onehack.us.srt	10.5 KB
061-Predicting-outcomes-with-quantile-regression-c2nS-onehack.us.mp4	11.2 MB
061-Predicting-outcomes-with-quantile-regression-c2nS-persian-onehack.us.srt	14.7 KB
062-Predicting-outcomes-with-logistic-regression-34n1-english-onehack.us.srt	22.0 KB
062-Predicting-outcomes-with-logistic-regression-34n1-onehack.us.mp4	20.6 MB
062-Predicting-outcomes-with-logistic-regression-34n1-persian-onehack.us.srt	30.6 KB
063-Predicting-outcomes-with-Poisson-or-log-linear-regression-jsBB-english-onehack.us.srt	6.4 KB
063-Predicting-outcomes-with-Poisson-or-log-linear-regression-jsBB-onehack.us.mp4	6.0 MB
063-Predicting-outcomes-with-Poisson-or-log-linear-regression-jsBB-persian-onehack.us.srt	8.7 KB
064-Assessing-predictions-with-blocked-entry-models-MxHj-english-onehack.us.srt	18.5 KB
064-Assessing-predictions-with-blocked-entry-models-MxHj-onehack.us.mp4	18.7 MB
064-Assessing-predictions-with-blocked-entry-models-MxHj-persian-onehack.us.srt	25.6 KB
065-Grouping-cases-with-hierarchical-clustering-ZZ4n-english-onehack.us.srt	19.6 KB
065-Grouping-cases-with-hierarchical-clustering-ZZ4n-onehack.us.mp4	18.3 MB
065-Grouping-cases-with-hierarchical-clustering-ZZ4n-persian-onehack.us.srt	27.1 KB
066-Grouping-cases-with-k-means-clustering-bYEQ-english-onehack.us.srt	13.4 KB
066-Grouping-cases-with-k-means-clustering-bYEQ-onehack.us.mp4	13.8 MB
066-Grouping-cases-with-k-means-clustering-bYEQ-persian-onehack.us.srt	18.5 KB
067-Classifying-cases-with-k-nearest-neighbors-V233-english-onehack.us.srt	21.3 KB
067-Classifying-cases-with-k-nearest-neighbors-V233-onehack.us.mp4	19.0 MB
067-Classifying-cases-with-k-nearest-neighbors-V233-persian-onehack.us.srt	29.5 KB
068-Classifying-cases-with-decision-tree-analysis-i5G3-english-onehack.us.srt	15.9 KB
068-Classifying-cases-with-decision-tree-analysis-i5G3-onehack.us.mp4	15.5 MB
068-Classifying-cases-with-decision-tree-analysis-i5G3-persian-onehack.us.srt	22.0 KB
069-Creating-ensemble-models-with-random-forest-classification-hMQY-english-onehack.us.srt	16.1 KB
069-Creating-ensemble-models-with-random-forest-classification-hMQY-onehack.us.mp4	15.3 MB
069-Creating-ensemble-models-with-random-forest-classification-hMQY-persian-onehack.us.srt	22.4 KB
070-Next-steps-DJlj-english-onehack.us.srt	4.3 KB
070-Next-steps-DJlj-onehack.us.mp4	9.9 MB
070-Next-steps-DJlj-persian-onehack.us.srt	6.1 KB
📝-Request-a-Course-👉.txt	0.3 KB
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Complete-Guide-to-R-README.txt	1.0 KB
Complete-Guide-to-R.Rproj	0.2 KB
/.../Ex_Files_Complete_Guide_to_R/Exercise Files/code/
01_02_CaseStudy.R	8.0 KB
02_04_Navigating.R	0.8 KB
02_05_EnteringData.R	1.4 KB
02_06_DataTypes.R	2.7 KB
02_07_Comments.R	1.1 KB
02_08_Packages.R	1.5 KB
02_09_Tidyverse.R	2.1 KB
03_01_BuiltInDatasets.R	1.1 KB
03_02_ExploreSampleData.R	3.3 KB
03_03_ImportSpreadsheet.R	1.4 KB
03_04_ImportXML.R	2.0 KB
03_05_ImportJSON.R	2.0 KB
03_06_SaveRData.R	3.0 KB
04_02_Colors.R	2.4 KB
04_03_Palettes.R	3.4 KB
04_04_BarCharts.R	3.2 KB
04_05_Histograms.R	2.3 KB
04_06_Boxplots.R	2.2 KB
04_07_Scatterplots.R	2.1 KB
04_08_MultipleGraphs.R	2.5 KB
04_09_ClusterCharts.R	2.0 KB
05_01_TidyData.R	4.2 KB
05_02_Tibbles.R	1.7 KB
05_03_DataTable.R	2.2 KB
05_04_ConvertWideToTall.R	1.6 KB
05_05_ConvertTableToRows.R	2.8 KB
05_06_DatesAndTimes.R	3.1 KB
05_07_ListData.R	1.7 KB
05_08_XMLData.R	2.4 KB
05_09_CategoricalVariables.R	2.5 KB
05_10_FilterCases.R	2.0 KB
06_01_RecodeCategoricalData.R	4.1 KB
06_02_RecodeQuantitativeData.R	2.5 KB
06_03_TransformOutliers.R	3.8 KB
06_04_CountScores.R	2.3 KB
06_05_AverageScores.R	1.8 KB
07_01_CaseStudy.R	8.5 KB
08_01_Frequencies.R	1.9 KB
08_02_Descriptives.R	2.2 KB
08_03_Correlations.R	2.1 KB
08_04_ContingencyTables.R	2.3 KB
08_05_PCA.R	3.1 KB
08_06_ItemAnalysis.R	5.1 KB
08_07_CFA.R	2.0 KB
09_01_Proportions.R	2.6 KB
09_02_OneSamplet.R	1.8 KB
09_03_PairedSamplest.R	3.1 KB
09_04_IndependentSamplest.R	2.8 KB
09_05_OneFactorANOVA.R	3.2 KB
09_06_FactorialANOVA.R	2.3 KB
10_01_LinearRegression.R	3.2 KB
10_02_LassoRegression.R	3.1 KB
10_03_QuantileRegression.R	2.6 KB
10_04_LogisticRegression.R	3.9 KB
10_05_PoissonRegression.R	2.0 KB
10_06_BlockedEntry.R	3.0 KB
11_01_HierarchicalClustering.R	3.2 KB
11_02_kMeansClustering.R	2.9 KB
11_03_kNN.R	2.9 KB
11_04_DecisionTrees.R	2.8 KB
11_05_RandomForests.R	3.5 KB
/.../Ex_Files_Complete_Guide_to_R/Exercise Files/data/
MobileDataSource.txt	0.1 KB
MobileOS_US.csv	11.1 KB
MobileOS_US.xlsx	21.8 KB
ScaleData.xlsx	2.6 MB
StateData-Code-Book.txt	3.9 KB
StateData.csv	7.3 KB
StateData.rdata	2.7 KB
StateData.rds	0.3 KB
StateData.xlsx	19.2 KB
StateData2.rds	1.1 KB
XMLdata.xml	293.2 KB
b5-and-big5-Code-Book.txt	4.5 KB
b5.csv	1.9 MB
b5_df.csv	598.9 KB
b5_df.rds	139.2 KB
b5_df_jamovi.omv	4.3 MB
big5.csv	2.3 MB
winequality-red.csv	85.7 KB
/.../Ex_Files_Complete_Guide_to_R/Exercise Files/output/
barchart.pdf	4.5 KB
barchart.png	63.6 KB
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