Data Visualization & Dashboarding with R Specialization

About Course

Data Visualization & Dashboarding with R Specialization, This Specialization is intended for learners seeking to develop the ability to visualize data using R. Through five courses, you will use R to create static and interactive data visualizations and publish them on the web, which will you prepare you to provide insight to many types of audiences. Learners will generate many different types of visualizations to explore data, from simple figures like bar plots and scatter plots to interactive dashboards. Learners will integrate these figures into reproducible research products and share them online.

Course Content

01. Getting Started with Data Visualization in R

003 01_introduction-to-the-course.mp4

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004 02_how-to-watch-the-videos_instructions.html

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007 03_introduction-to-r-and-software-installation.mp4

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008 04_the-rstudio-cheat-sheet_instructions.html

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010 05_install-r-and-setup-quiz_exam.html

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014 01_basic-r-part-1.mp4

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018 02_basic-r-part-2.mp4

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022 03_functions-in-r.mp4

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023 04_base-r-cheat-sheet_instructions.html

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024 05_r-for-data-science-chapter-4_instructions.html

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026 06_base-r-and-functions-quiz_exam.html

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030 01_dataframes.mp4

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031 02_a-note-on-file-paths_instructions.html

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034 03_cces-data_instructions.html

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040 04_basics-of-importing-data-into-r.mp4

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041 05_dataframes-and-importing-data-in-r_exam.html

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045 01_base-r-visualizations.mp4

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046 02_cookbook-for-r-basic-plots_instructions.html

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047 03_base-r-visualization-quiz_exam.html

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050 01_introduction-to-the-tidyverse.mp4

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056 02_data-import-and-structure-in-the-tidyverse.mp4

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057 03_r-for-data-science-introduction-and-part-ii-wrangle_instructions.html

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061 04_data-import-cheat-sheet_instructions.html

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062 05_tibble-readr-and-tidyr-documentation_instructions.html

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066 06_tidyverse-introduction-quiz_exam.html

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072 01_filtering-selecting-recoding-renaming-and-piping.mp4

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078 02_recoding-renaming-and-calculating-columns.mp4

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084 03_grouping-and-summarizing-data.mp4

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085 04_r-for-data-science-chapter-5_instructions.html

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088 05_data-wrangling-cheat-sheet_instructions.html

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089 06_getting-started-with-dplyr_dplyr.html

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091 07_learning-to-read-r-documentation_index.html

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093 08_manipulating-variables-and-creating-summaries-quiz_exam.html

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094 01_note-on-installing-latex_instructions.html

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097 02_creating-reports-with-r-markdown.mp4

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098 03_note-on-previewing-figures-in-r-markdown_instructions.html

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099 04_r-for-data-science-chapter-27_instructions.html

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101 05_r-markdown-cheat-sheet_instructions.html

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103 06_r-markdown-reference-guide_instructions.html

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105 07_r-markdown-intro-quiz_quiz.html

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112 01_r-markdown-syntax-and-tables.mp4

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113 02_r-markdown-the-definitive-guide_basics.html

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115 03_r-markdown-syntax-quiz_quiz.html

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119 01_qplots-and-closing-thoughts.mp4

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120 02_qplot-documentation_instructions.html

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122 03_incorporating-tables-and-figures-quiz_quiz.html

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123 01_a-note-about-peer-review-assignments_instructions.html

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128 02_your-r-markdown-report_peer_assignment_instructions.html

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02. Data Visualization in R with ggplot2

003 01_welcome-to-the-course.mp4

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004 02_note-on-previewing-figures-in-r-studio_instructions.html

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010 03_getting-started-with-ggplot-part-1.mp4

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016 04_getting-started-with-ggplot-part-2.mp4

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017 05_wickham-et-al-chapters-1-and-2_instructions.html

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020 06_ggplot-cheat-sheet_instructions.html

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021 07_ggplot2-overview-and-reference_index.html

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023 08_r-graphics-cookbook-scatter-plots_instructions.html

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024 09_sample-data_instructions.html

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025 10_ggplot2-introduction-and-scatter-plots_quiz.html

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031 01_distributions.mp4

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032 02_r-graphics-cookbook-histograms_instructions.html

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033 03_r-graphics-cookbook-box-plots_instructions.html

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034 04_r-graphics-cookbook-making-a-density-plot_instructions.html

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035 05_r-graphics-cookbook-making-a-violin-plot_instructions.html

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036 06_univariate-figures-quiz_quiz.html

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037 07_a-note-about-peer-review-assignments_instructions.html

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040 08_practice-with-univariate-figures-and-scatter-plots_peer_assignment_instructions.html

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050 01_bar-plots-part-1.mp4

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058 02_bar-plots-part-2.mp4

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066 03_bar-plots-part-3.mp4

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067 04_bar-plots-in-the-r-graph-gallery_218-basic-barplots-with-ggplot2.html

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069 05_cookbook-for-r-bar-and-line-graphs_instructions.html

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070 06_bar-plots_quiz.html

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076 01_line-plots-part-1.mp4

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082 02_line-plots-part-2.mp4

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083 03_r-graphics-cookbook-line-graphs_instructions.html

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084 04_line-plots-quiz_quiz.html

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088 01_learning-new-figures-part-1.mp4

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092 02_learning-new-figures-part-2.mp4

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093 03_r-graph-gallery_79-levelplot-with-ggplot2.html

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097 04_practice-with-bar-plots-and-line-plots_peer_assignment_instructions.html

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105 01_annotations-part-1.mp4

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111 02_annotations-part-2.mp4

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112 03_wickham-et-al-chapter-8_annotations.html

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114 04_wickham-et-al-chapter-10_instructions.html

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116 05_annotations-quiz_quiz.html

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122 01_colors-legends-and-themes-part-1.mp4

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128 02_colors-legends-and-themes-part-2.mp4

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129 03_wickham-et-al-chapter-16_instructions.html

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130 04_ggplot2-themes-documentation_ggtheme.html

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133 05_ggthemes-gallery_instructions.html

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134 06_modifying-graphical-elements-and-themes-quiz_quiz.html

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135 01_download-page-for-inkscape_instructions.html

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139 02_inkscape-part-1.mp4

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142 03_inkscape-part-2.mp4

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143 04_inkscape-tutorial-parts-1-3_instructions.html

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144 05_inkscape-manual-quick-start-section_index.html

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146 06_vector-graphics_quiz.html

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151 07_showcasing-your-skills_peer_assignment_instructions.html

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links.txt

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03. Advanced Data Visualization with R

004 01_variations-on-scatterplots.mp4

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005 02_note-on-previewing-figures-in-r-studio_instructions.html

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006 03_adding-best-fit-lines_geom_smooth.html

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008 04_drawing-scatterplot-matrices_instructions.html

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010 05_correlation-plots_instructions.html

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012 06_dot-plots_300-basic-lollipop-plot.html

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014 07_scatterplot-variations-quiz_quiz.html

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018 01_variations-on-line-plots.mp4

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019 02_shading-in-a-line-plot_instructions.html

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020 03_making-a-stacked-area-graph_instructions.html

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021 04_making-dumbbell-charts_instructions.html

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023 05_additional-temporal-figures-quiz_quiz.html

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027 01_flows-and-circles.mp4

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028 02_making-alluvial-diagrams_instructions.html

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029 03_packed-circles-figures_305-basic-circle-packing-with-one-level.html

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031 04_pie-charts_131-pie-plot-with-r.html

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034 05_flows-and-circles-quiz_quiz.html

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035 06_a-note-about-peer-review-assignments_instructions.html

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036 07_advanced-ggplot-figures_peer_assignment_instructions.html

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041 01_introduction-to-maps.mp4

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045 02_choropleths.mp4

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049 03_bubble-maps.mp4

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050 04_wickham-chapter-7_instructions.html

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052 05_r-graph-gallery-for-maps_327-chloropleth-map-from-geojson-with-ggplot2.html

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055 01_note-on-sf-library_instructions.html

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056 02_a-note-on-data-for-simple-features-maps-and-albersusa_instructions.html

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062 03_simple-features-maps.mp4

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063 04_simple-features-for-r-documentation_index.html

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067 05_spatial-figures-quiz_quiz.html

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068 06_spatial-figures-peer-review_peer_assignment_instructions.html

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070 01_note-known-issue-with-gganimate_instructions.html

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074 02_gganimate-part-1.mp4

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078 03_gganimate-part-2.mp4

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082 04_gganimate-part-3.mp4

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083 05_gganimate_animation.html

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085 06_gganimate-quiz_quiz.html

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089 01_ggplotly-part-1.mp4

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093 02_ggplotly-part-2.mp4

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094 03_making-ggplot-figures-interactive-with-ggplotly_instructions.html

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095 04_animating-ggplot-figures-with-ggplotly_animating-views.html

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097 05_ggplotly-quiz_quiz.html

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098 06_animations-and-interactivity-peer-review_peer_assignment_instructions.html

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links.txt

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04. Publishing Visualizations in R with Shiny and flexdashboard

003 01_course-introduction.mp4

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013 02_example-of-a-custom-shiny-app.mp4

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016 03_building-your-own-shiny-app.mp4

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017 04_wickham-excerpts_instructions.html

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019 05_the-shiny-tutorials_instructions.html

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020 06_the-shiny-cheat-sheet_cheatsheet.html

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022 07_the-shiny-gallery_instructions.html

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023 08_shiny-basics_quiz.html

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028 01_uploading-apps-to-shinyapps-io.mp4

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032 02_integrating-shiny-into-r-markdown-reports.mp4

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033 03_deploying-apps-to-shinyapps-io_deployment-web.html

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039 04_your-first-shiny-app_peer_assignment_instructions.html

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043 01_input-and-output-with-shiny.mp4

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044 02_shiny-documentation_instructions.html

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046 03_shiny-function-reference-ui-inputs-and-ui-outputs_instructions.html

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047 04_shiny-reference-using-sliders_instructions.html

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055 01_layouts-in-shiny.mp4

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056 02_shiny-themes_instructions.html

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057 03_shiny-reference-application-layout-guide_instructions.html

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059 04_input-output-and-layout-quiz_quiz.html

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066 01_making-dashboards.mp4

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067 02_intro-to-flexdashboard_index.html

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069 03_xie-et-al-section-5-1_instructions.html

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071 04_the-basics-of-flexdashboards_quiz.html

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076 01_tabsets-and-pages-in-dashboards.mp4

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077 02_dashboard-layouts_flexdashboard.html

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079 03_flexdashboards-layouts_quiz.html

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083 01_shiny-and-plotly-in-dashboards.mp4

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084 02_shiny-and-flexdashboard_instructions.html

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086 03_shiny-and-flexdashboards_quiz.html

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090 04_making-a-dashboard_peer_assignment_instructions.html

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Readme.txt

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05. Data Visualization Capstone

003 01_welcome-to-the-course-and-project-overview.mp4

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006 02_project-overview-and-tips-for-locating-data.mp4

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007 03_many-data-sources_data.html

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012 04_project-proposal_peer_assignment_instructions.html

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022 01_data-import.mp4

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023 02_r-for-data-science-data-import_data-import.html

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025 03_data-import-cheat-sheet_instructions.html

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028 01_data-viz-pointers.mp4

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032 02_anscombes-quartet-and-datasaurus.mp4

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035 03_more-best-practices-and-readings-overview.mp4

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036 04_r-graph-gallery_instructions.html

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037 05_uc-berkeley-data-viz-guide_instructions.html

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039 06_duke-university-data-viz-guide_instructions.html

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040 07_healy-chapter-1_instructions.html

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042 08_clause-wilke-text-chapters-4-and-5_index.html

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044 09_eea-guide_instructions.html

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045 10_junk-charts_instructions.html

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048 01_week-2-overview.mp4

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050 02_upload-your-data_peer_assignment_instructions.html

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054 01_strings.mp4

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055 02_stringr-cheat-sheet_instructions.html

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057 03_getting-started-with-stringr_instructions.html

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059 04_r-for-data-science-strings_instructions.html

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061 05_peng-r-programming-for-data-science-regular-expressions_instructions.html

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063 06_stringr-quiz_quiz.html

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067 01_lubridate.mp4

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068 02_r-for-data-science-ch-16_dates-and-times.html

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070 03_lubridate-cheat-sheet_instructions.html

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072 04_lubridate-reference-intro_instructions.html

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074 05_lubridate-quiz_quiz.html

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078 01_factors.mp4

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079 02_r-for-data-science-factors_factors.html

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081 03_introduction-to-forcats_forcats.html

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083 04_forcats-quiz_quiz.html

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087 01_joins-and-pivots.mp4

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088 02_relational-data_instructions.html

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090 03_r-for-data-science-tidy-data_instructions.html

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092 04_tidying-data-quiz_quiz.html

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093 01_final-report_peer_assignment_instructions.html

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links.txt

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About Course

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Course Content

01. Getting Started with Data Visualization in R

003 01_introduction-to-the-course.mp4

004 02_how-to-watch-the-videos_instructions.html

007 03_introduction-to-r-and-software-installation.mp4

008 04_the-rstudio-cheat-sheet_instructions.html

010 05_install-r-and-setup-quiz_exam.html

014 01_basic-r-part-1.mp4

018 02_basic-r-part-2.mp4

022 03_functions-in-r.mp4

023 04_base-r-cheat-sheet_instructions.html

024 05_r-for-data-science-chapter-4_instructions.html

026 06_base-r-and-functions-quiz_exam.html

030 01_dataframes.mp4

031 02_a-note-on-file-paths_instructions.html

034 03_cces-data_instructions.html

040 04_basics-of-importing-data-into-r.mp4

041 05_dataframes-and-importing-data-in-r_exam.html

045 01_base-r-visualizations.mp4

046 02_cookbook-for-r-basic-plots_instructions.html

047 03_base-r-visualization-quiz_exam.html

050 01_introduction-to-the-tidyverse.mp4

056 02_data-import-and-structure-in-the-tidyverse.mp4

057 03_r-for-data-science-introduction-and-part-ii-wrangle_instructions.html

061 04_data-import-cheat-sheet_instructions.html

062 05_tibble-readr-and-tidyr-documentation_instructions.html

066 06_tidyverse-introduction-quiz_exam.html

072 01_filtering-selecting-recoding-renaming-and-piping.mp4

078 02_recoding-renaming-and-calculating-columns.mp4

084 03_grouping-and-summarizing-data.mp4

085 04_r-for-data-science-chapter-5_instructions.html

088 05_data-wrangling-cheat-sheet_instructions.html

089 06_getting-started-with-dplyr_dplyr.html

091 07_learning-to-read-r-documentation_index.html

093 08_manipulating-variables-and-creating-summaries-quiz_exam.html

094 01_note-on-installing-latex_instructions.html

097 02_creating-reports-with-r-markdown.mp4

098 03_note-on-previewing-figures-in-r-markdown_instructions.html

099 04_r-for-data-science-chapter-27_instructions.html

101 05_r-markdown-cheat-sheet_instructions.html

103 06_r-markdown-reference-guide_instructions.html

105 07_r-markdown-intro-quiz_quiz.html

112 01_r-markdown-syntax-and-tables.mp4

113 02_r-markdown-the-definitive-guide_basics.html

115 03_r-markdown-syntax-quiz_quiz.html

119 01_qplots-and-closing-thoughts.mp4

120 02_qplot-documentation_instructions.html

122 03_incorporating-tables-and-figures-quiz_quiz.html

123 01_a-note-about-peer-review-assignments_instructions.html

128 02_your-r-markdown-report_peer_assignment_instructions.html

02. Data Visualization in R with ggplot2

003 01_welcome-to-the-course.mp4

004 02_note-on-previewing-figures-in-r-studio_instructions.html

010 03_getting-started-with-ggplot-part-1.mp4

016 04_getting-started-with-ggplot-part-2.mp4

017 05_wickham-et-al-chapters-1-and-2_instructions.html

020 06_ggplot-cheat-sheet_instructions.html

021 07_ggplot2-overview-and-reference_index.html

023 08_r-graphics-cookbook-scatter-plots_instructions.html

024 09_sample-data_instructions.html

025 10_ggplot2-introduction-and-scatter-plots_quiz.html

031 01_distributions.mp4

032 02_r-graphics-cookbook-histograms_instructions.html

033 03_r-graphics-cookbook-box-plots_instructions.html

034 04_r-graphics-cookbook-making-a-density-plot_instructions.html

035 05_r-graphics-cookbook-making-a-violin-plot_instructions.html

036 06_univariate-figures-quiz_quiz.html

037 07_a-note-about-peer-review-assignments_instructions.html

040 08_practice-with-univariate-figures-and-scatter-plots_peer_assignment_instructions.html

050 01_bar-plots-part-1.mp4

058 02_bar-plots-part-2.mp4

066 03_bar-plots-part-3.mp4

067 04_bar-plots-in-the-r-graph-gallery_218-basic-barplots-with-ggplot2.html

069 05_cookbook-for-r-bar-and-line-graphs_instructions.html

070 06_bar-plots_quiz.html

076 01_line-plots-part-1.mp4

082 02_line-plots-part-2.mp4

083 03_r-graphics-cookbook-line-graphs_instructions.html