diff --git a/_quarto.yml b/_quarto.yml index 0e28fe2..e97b28d 100644 --- a/_quarto.yml +++ b/_quarto.yml @@ -4,6 +4,8 @@ project: website: title: "EDAV Fall 2023 Community Contribution" + repo-url: https://github.com/YOUR_GITHUB_ACCOUNT/REPO_NAME + repo-actions: [edit, issue] navbar: tools: - icon: github @@ -12,35 +14,14 @@ website: style: "floating" search: true contents: - - section: "Welcome!" # TO ADD a description for welcome - contents: - - welcome.qmd # TO MODIFY - - text: "---" - - section: "1. Data Collection and Preprocessing" # - contents: - - project1.qmd - - text: "---" - - section: "2. Data Visualization Techniques" - contents: - - project2.qmd - - section: "3. Interactive and Web-based Applications" # - contents: - - project3.qmd - - text: "---" - - section: "4. Outside of R" - contents: - - project7.qmd - - section: "5. Parameter Analysis of Visualization Techniques" # - contents: - - project4.qmd - - text: "---" - - section: "6. Programming Techniques and Tools" - contents: - - project5.qmd - - section: "7. Statistical Analysis and Modelling" # - contents: - - project6.qmd - - text: "---" + - welcome.qmd + - project1.qmd + - project2.qmd + - project3.qmd + - project7.qmd + - project4.qmd + - project5.qmd + - project6.qmd page-footer: right: "Built with [Quarto](https://quarto.org/)" left: "© Copyright 2023" @@ -48,8 +29,9 @@ website: format: html: - theme: cerulean + theme: cosmo toc: true + # code-fold: true editor: source diff --git a/docs/index.html b/docs/index.html index 3e8c48d..2db0707 100644 --- a/docs/index.html +++ b/docs/index.html @@ -2,7 +2,7 @@ - + @@ -105,147 +105,54 @@
@@ -520,7 +427,7 @@

Welcome!

© Copyright 2023
  -
+

Edit this page

Report an issue

Built with Quarto
diff --git a/docs/project1.html b/docs/project1.html index a3a2a02..cb714ef 100644 --- a/docs/project1.html +++ b/docs/project1.html @@ -2,7 +2,7 @@ - + @@ -85,7 +85,7 @@ - + - + - + - + - + - + - + + + + + + + + +
+ + +
+ + + +
+ + + +
+
import pandas as pd
+import numpy as np
+
+
+
links = pd.read_csv('links-spreadsheet.csv')
+
+
+
print(len(links.index))
+
+
109
+
+
+
+
df = links[['Section','Links','Main Category','Sub Category','Title']]
+df = df.dropna(subset=['Main Category'])
+
+
+
df.head(3)
+category_list = list(set(df['Main Category'].to_list()))
+
+
+
print(category_list)
+
+
['Interactive and Web-based Applications', 'Programming Techniques and Tools', 'Parameter Analysis of Visualization Techniques', 'Data Visualization Techniques', 'Data Collection and Preprocessing', 'Outside of R', 'Statistical Analysis and Modelling']
+
+
+
+
df1 = df[df["Main Category"] == "Data Collection and Preprocessing"]
+
+
+
df1.head(10)
+subcategory_list1 = list(set(df1['Sub Category'].to_list()))
+
+
+
print(subcategory_list1)
+
+
['Miscellaneous']
+
+
+
+
category_list = sorted(category_list)
+category_list.append(category_list.pop(category_list.index('Outside of R')))
+
+for cat_nb in range(len(category_list)):
+    main_category = category_list[cat_nb]
+    df1 = df[df["Main Category"] == main_category]
+
+    with open(f'project{cat_nb+1}.qmd', 'w') as f: #projecti.qmd
+        link_nb = 1
+        f.write("---\n")
+        f.write(f"title: \"{main_category}\"\n")
+        f.write("---\n")
+
+        subcategory_list1 = list(set(df1['Sub Category'].to_list()))
+
+        # try:
+        subcategory_list1.append(subcategory_list1.pop(subcategory_list1.index('Miscellaneous')))
+        
+
+        for sub_nb, subcategory in enumerate(subcategory_list1):
+            df1_sub = df1[df1["Sub Category"] == subcategory]
+            if len(subcategory_list1) > 1:
+                f.write(f"# Subcategory {sub_nb + 1}: {subcategory}\n")
+            for video_nb in range(len(df1_sub['Title'].to_list())):
+                # print(len(df1_sub['Title'].to_list()))
+                title = df1_sub['Title'].to_list()
+                section = df1_sub['Section'].to_list()
+                links = df1_sub['Links'].to_list()
+                f.write(f"[{link_nb}. {title[video_nb]} ({section[video_nb]})]({links[video_nb]})\n\n")
+                link_nb += 1
+            f.write("\n")
+
+
+
+
len(df1_sub['Title'].to_list())
+
+
8
+
+
+ + + + Back to top
+ +
+ + + + + \ No newline at end of file diff --git a/docs/search.json b/docs/search.json index c71aa01..4cac97b 100644 --- a/docs/search.json +++ b/docs/search.json @@ -1,65 +1,72 @@ [ { - "objectID": "welcome.html", - "href": "welcome.html", - "title": "Welcome!", + "objectID": "scripts/automatic-script.html", + "href": "scripts/automatic-script.html", + "title": "EDAV Fall 2023 Community Contribution", "section": "", - "text": "This webpage contains community contributions for Fall 2023 EDAV class at Columbia University.\nThere are 108 videos in total that are divided into 7 categories.\nHopefully this will help you prepare for your final project!\n\n\n\n Back to top" + "text": "import pandas as pd\nimport numpy as np\n\n\nlinks = pd.read_csv('links-spreadsheet.csv')\n\n\nprint(len(links.index))\n\n109\n\n\n\ndf = links[['Section','Links','Main Category','Sub Category','Title']]\ndf = df.dropna(subset=['Main Category'])\n\n\ndf.head(3)\ncategory_list = list(set(df['Main Category'].to_list()))\n\n\nprint(category_list)\n\n['Interactive and Web-based Applications', 'Programming Techniques and Tools', 'Parameter Analysis of Visualization Techniques', 'Data Visualization Techniques', 'Data Collection and Preprocessing', 'Outside of R', 'Statistical Analysis and Modelling']\n\n\n\ndf1 = df[df[\"Main Category\"] == \"Data Collection and Preprocessing\"]\n\n\ndf1.head(10)\nsubcategory_list1 = list(set(df1['Sub Category'].to_list()))\n\n\nprint(subcategory_list1)\n\n['Miscellaneous']\n\n\n\ncategory_list = sorted(category_list)\ncategory_list.append(category_list.pop(category_list.index('Outside of R')))\n\nfor cat_nb in range(len(category_list)):\n main_category = category_list[cat_nb]\n df1 = df[df[\"Main Category\"] == main_category]\n\n with open(f'project{cat_nb+1}.qmd', 'w') as f: #projecti.qmd\n link_nb = 1\n f.write(\"---\\n\")\n f.write(f\"title: \\\"{main_category}\\\"\\n\")\n f.write(\"---\\n\")\n\n subcategory_list1 = list(set(df1['Sub Category'].to_list()))\n\n # try:\n subcategory_list1.append(subcategory_list1.pop(subcategory_list1.index('Miscellaneous')))\n \n\n for sub_nb, subcategory in enumerate(subcategory_list1):\n df1_sub = df1[df1[\"Sub Category\"] == subcategory]\n if len(subcategory_list1) > 1:\n f.write(f\"# Subcategory {sub_nb + 1}: {subcategory}\\n\")\n for video_nb in range(len(df1_sub['Title'].to_list())):\n # print(len(df1_sub['Title'].to_list()))\n title = df1_sub['Title'].to_list()\n section = df1_sub['Section'].to_list()\n links = df1_sub['Links'].to_list()\n f.write(f\"[{link_nb}. {title[video_nb]} ({section[video_nb]})]({links[video_nb]})\\n\\n\")\n link_nb += 1\n f.write(\"\\n\")\n \n\n\nlen(df1_sub['Title'].to_list())\n\n8\n\n\n\n\n\n Back to top" }, { - "objectID": "index.html", - "href": "index.html", - "title": "Welcome!", + "objectID": "project3.html", + "href": "project3.html", + "title": "Interactive and Web-based Applications", "section": "", - "text": "This webpage contains community contributions for Fall 2023 EDAV class at Columbia University.\nThere are 108 videos in total that are divided into 7 categories.\nHopefully this will help you prepare for your final project!\n\n\n\n Back to top" + "text": "1: Equisse Package\n1. Easy Data Analysis and Visualization Add-ins in R (Mon/Wed)\n2. Data Visualization R Add-ins: Equisse and GGThemeAssist (Tues/Thurs)\n\n\n2: Shiny App\n3. How to make an Interactive Dashboard with Shiny App on R (Mon/Wed)\n4. Introducing Shiny Package in R - Interactive Web Dashboard (Mon/Wed)\n5. RShiny: Overview, Reactives, How it helps (Mon/Wed)\n6. Introduction to Features of Shiny App (Tues/Thurs)\n7. Outlier Detection App with Shiny App (Tues/Thurs)\n8. Interactive Linear Regression Model App with Shiny App (Tues/Thurs)\n\n\n3: Miscellaneous\n9. Implementing Interactive Filters in R (Mon/Wed)\n10. Interactive Dashboard Creation in R (Mon/Wed)\n11. Understanding Interactive 2D Splines (Mon/Wed)\n12. Embedding Visualizations into Web Apps with R (Mon/Wed)\n13. Quick Interactive Data Visualization with GGplot and GGRapture (Tues/Thurs)\n\n\n\n\n Back to top" }, { - "objectID": "project1.html", - "href": "project1.html", - "title": "Data Collection and Preprocessing", + "objectID": "project2.html", + "href": "project2.html", + "title": "Data Visualization Techniques", "section": "", - "text": "1. Understanding the grepl() function in R (Mon/Wed)\n2. Strategies for Handling Missing Data (Mon/Wed)\n3. Combining Sub-Categories in Dataframes in R with grepl() (Mon/Wed)\n4. Min-max Scaling in R (Mon/Wed)\n5. Web Scraping in R (Tues/Thurs)\n6. Working with Time Zone in R with Lubridate (Tues/Thurs)\n7. Tricks of data cleaning and visualization in R (Tues/Thurs)\n\n\n\n Back to top" + "text": "1: Plot Types and Techniques\n1. Creating Scatter Plots with Boundaries in R (Mon/Wed)\n2. Interactive Heatmap Visualization in Montgomery County with R Shiny (Mon/Wed)\n3. HexMaps: Understanding the Y-axis (Mon/Wed)\n4. Sorting Boxplots and Barplots in R (Mon/Wed)\n5. Comparison between Geom_Mosaic and Vcd::Mosaic (Mon/Wed)\n6. Unemployment Heatmaps with R and Python (Mon/Wed)\n7. Comparison Between Population Pyramid and Violin Plot (Mon/Wed)\n8. Common Uses of Heatmap (Tues/Thurs)\n9. Heatmaps in R (Tues/Thurs)\n10. Interactive Scatterplots with Highcharter Package in R (Tues/Thurs)\n\n\n2: Interactive and Dynamic Visualizations\n11. Interactive Data Visualizations with Plotly in R (Mon/Wed)\n12. Enhancing Visualizations with Plotly Layout Features in Python (Mon/Wed)\n13. Creating Animations using gganimate (Mon/Wed)\n14. Creating Sankey Diagrams with networkD3 in R (Mon/Wed)\n15. Gene and Protein Interaction Networks with NetworkD3 in R (Mon/Wed)\n16. Animated Demographic Trend Maps with Census Data in R (Mon/Wed)\n17. Arrow Plots and Animations for Exploratory Data Analysis and Visualization (Tues/Thurs)\n\n\n3: Basic and Advanced Techniques\n18. Overlaying Facetted Histograms with Theoretical Normal Density Curves (Mon/Wed)\n19. Plotting theoretical normal distribution across facets using gg4x (Mon/Wed)\n20. Bubble and 3D Plot Techniques in R with Plotly (Mon/Wed)\n21. Unlocking Inclusive Data Visualization: Color-Blind Friendly Charts in R (Mon/Wed)\n22. Combining boxplots and ridgeline plots on one plot (Mon/Wed)\n23. EDA & Visualization on Ranking Method (Mon/Wed)\n24. Comparing Facet Functions: facet_wrap() vs facet_grid() (Mon/Wed)\n25. Generative Art Techniques in R (Mon/Wed)\n26. Creating the Droste Effect in R (Mon/Wed)\n27. 3 Stages of Aesthetic Evaluation in GGplot2 (Mon/Wed)\n28. How To Create a Color Palette from an Image (Mon/Wed)\n29. MBTI Data Analysis with Circular Visualization (Mon/Wed)\n30. How to draw normal curves while using ‘facet_wrap()’ in R (Tues/Thurs)\n31. Effective color ramps (Tues/Thurs)\n32. Creating 2D and 3D Visualizations with Rayshader (Tues/Thurs)\n33. Customizing Themes in R with GGthemr (Tues/Thurs)\n34. Plotting Waterfall Chart with R ggplot2 (Tues/Thurs)\n35. TrelliscopeJS for Interactive Data Visualization (Tues/Thurs)\n36. Correlation Matrices and Hierarchical Clustering in R (Tues/Thurs)\n37. Basic Table Creation in R (Tues/Thurs)\n38. Designing Bivariate Color Palettes for Choropleth Maps in R (Tues/Thurs)\n39. Deep Dive of Parallel Coordinate Plots in R (Tues/Thurs)\n\n\n4: Specialized Data Types Visualization\n40. Using WordClouds to analyze data (Mon/Wed)\n41. R Visualizations for Financial Data Analysis with Plotly (Mon/Wed)\n42. NFL Visualizations with Next Gen Stats (Mon/Wed)\n43. Personal Finance Case Study: Monthly Expense Analysis in R (Mon/Wed)\n44. Explaining tm and wordcloud2 Packages in R (Mon/Wed)\n45. Interactive Visualization of Geospatial Data with GGplot2 and Plotly (Tues/Thurs)\n46. How to use Geom_map in GGplot2 (Tues/Thurs)\n47. Using R to visualize expense (Tues/Thurs)\n48. Accident Density Mapping in NYC with Plotly Interactive Plots (Tues/Thurs)\n49. Add graphs Inside Markers on a Geographic Map with LeafLet (Tues/Thurs)\n50. Maps and Projections in R (Tues/Thurs)\n51. Interactive Time Series Data Visualization with Dygraphs Package (Tues/Thurs)\n52. Choropleth Maps in R (Tues/Thurs)\n\n\n5: Statistical and Quantitative Analysis\n53. Exploring Categorical Datasets in R (Mon/Wed)\n54. Quantile-Based Data Partitioning Methods in R with Cut2() (Mon/Wed)\n55. Effective Data Comparison on Different Scales (Mon/Wed)\n56. Jointplot with GGside for Bivariate Analysis (Tues/Thurs)\n57. Lattice Package for Univariate and Multivariate Analysis (Tues/Thurs)\n\n\n6: Miscellaneous\n58. Data Visualization with Emojis (Tues/Thurs)\n59. Formatting of R Output File and Changing Order of Graph Layers (Tues/Thurs)\n60. Graph Resizing in R Markdown (Tues/Thurs)\n\n\n\n\n Back to top" }, { - "objectID": "project4.html", - "href": "project4.html", - "title": "Parameter Analysis of Visualization Techniques", + "objectID": "project5.html", + "href": "project5.html", + "title": "Programming Techniques and Tools", "section": "", - "text": "1. QQ Plots and Sample Quantiles Analysis in R (Mon/Wed)\n2. Deep Dive in Hexagonal Grids (Tues/Thurs)\n\n\n\n Back to top" + "text": "1. Using R in Jupyter Notebook in VSCode and Latex (Mon/Wed)\n2. Project Management in R using RProject and Renv (Mon/Wed)\n3. How to run R and Python in the same Jupyter Notebook using rpy2 (Mon/Wed)\n4. Functional Programming in R (Tues/Thurs)\n5. Quick Tips on Speeding up Data Manipulation and Visualization in R (Tues/Thurs)\n\n\n\n Back to top" + }, + { + "objectID": "project6.html", + "href": "project6.html", + "title": "Statistical Analysis and Modelling", + "section": "", + "text": "1: Time Series Analysis\n1. Time Series Analysis Using Forecast Library (Mon/Wed)\n2. Introduction to ARIMA, SARIMA and Parameters Selection (Tues/Thurs)\n3. Detecting Outliers in Time Series: ‘anomaly’, ‘tsoutliers’, and ‘checkresiduals’ (Tues/Thurs)\n\n\n2: Miscellaneous\n4. Sentiment Analysis in Tweets about Fast Fashion (Mon/Wed)\n5. Causal Inference with Sandwich Package in R (Mon/Wed)\n6. Caret Package for Machine Learning (Tues/Thurs)\n7. Correlation between Google keyword searches and stock prices via regression (Tues/Thurs)\n8. Modelling of Body Fat Percentage (Tues/Thurs)\n\n\n\n\n Back to top" }, { "objectID": "project7.html", "href": "project7.html", "title": "Outside of R", "section": "", - "text": "Subcategory 1: Geospatial Data Visualization\n1. Relating Impact with Interactive Maps (Mon/Wed)\n2. A Complete Python Folium Tutorial (Mon/Wed)\n3. Map Data Visualization with Folium in Python (Mon/Wed)\n4. Interactive visualization of Earthquakes in Turkey in Python (Tues/Thurs)\n5. Reducing Spatial Data Redundancies (Tues/Thurs)\n\n\nSubcategory 2: Miscellaneous\n6. Streamlit Data Analysis App: StudyStats, a non-coding platform for beginners (Mon/Wed)\n7. Interactive Data Visualizations in Python (Mon/Wed)\n8. Visualizing Demographic Trends with Animated Maps (Mon/Wed)\n9. Exploratory Analysis and Data Visualization (Mon/Wed)\n10. Color Interpolation for Choropleth Maps in Data Wrapper (Tues/Thurs)\n11. Interactive visualization with Plotly in Python (Tues/Thurs)\n12. Efficient Excel Chart Management with VBA Macros (Tues/Thurs)\n13. Visualization of Graph Data with Neo4J in Python (Tues/Thurs)\n\n\n\n\n Back to top" + "text": "1: Geospatial Data Visualization\n1. Relating Impact with Interactive Maps (Mon/Wed)\n2. A Complete Python Folium Tutorial (Mon/Wed)\n3. Map Data Visualization with Folium in Python (Mon/Wed)\n4. Interactive visualization of Earthquakes in Turkey in Python (Tues/Thurs)\n5. Reducing Spatial Data Redundancies (Tues/Thurs)\n\n\n2: Miscellaneous\n6. Streamlit Data Analysis App: StudyStats, a non-coding platform for beginners (Mon/Wed)\n7. Interactive Data Visualizations in Python (Mon/Wed)\n8. Visualizing Demographic Trends with Animated Maps (Mon/Wed)\n9. Exploratory Analysis and Data Visualization (Mon/Wed)\n10. Color Interpolation for Choropleth Maps in Data Wrapper (Tues/Thurs)\n11. Interactive visualization with Plotly in Python (Tues/Thurs)\n12. Efficient Excel Chart Management with VBA Macros (Tues/Thurs)\n13. Visualization of Graph Data with Neo4J in Python (Tues/Thurs)\n\n\n\n\n Back to top" }, { - "objectID": "project6.html", - "href": "project6.html", - "title": "Statistical Analysis and Modelling", + "objectID": "project4.html", + "href": "project4.html", + "title": "Parameter Analysis of Visualization Techniques", "section": "", - "text": "Subcategory 1: Time Series Analysis\n1. Time Series Analysis Using Forecast Library (Mon/Wed)\n2. Introduction to ARIMA, SARIMA and Parameters Selection (Tues/Thurs)\n3. Detecting Outliers in Time Series: ‘anomaly’, ‘tsoutliers’, and ‘checkresiduals’ (Tues/Thurs)\n\n\nSubcategory 2: Miscellaneous\n4. Sentiment Analysis in Tweets about Fast Fashion (Mon/Wed)\n5. Causal Inference with Sandwich Package in R (Mon/Wed)\n6. Caret Package for Machine Learning (Tues/Thurs)\n7. Correlation between Google keyword searches and stock prices via regression (Tues/Thurs)\n8. Modelling of Body Fat Percentage (Tues/Thurs)\n\n\n\n\n Back to top" + "text": "1. QQ Plots and Sample Quantiles Analysis in R (Mon/Wed)\n2. Deep Dive in Hexagonal Grids (Tues/Thurs)\n\n\n\n Back to top" }, { - "objectID": "project5.html", - "href": "project5.html", - "title": "Programming Techniques and Tools", + "objectID": "project1.html", + "href": "project1.html", + "title": "Data Collection and Preprocessing", "section": "", - "text": "1. Using R in Jupyter Notebook in VSCode and Latex (Mon/Wed)\n2. Project Management in R using RProject and Renv (Mon/Wed)\n3. How to run R and Python in the same Jupyter Notebook using rpy2 (Mon/Wed)\n4. Functional Programming in R (Tues/Thurs)\n5. Quick Tips on Speeding up Data Manipulation and Visualization in R (Tues/Thurs)\n\n\n\n Back to top" + "text": "1. Understanding the grepl() function in R (Mon/Wed)\n2. Strategies for Handling Missing Data (Mon/Wed)\n3. Combining Sub-Categories in Dataframes in R with grepl() (Mon/Wed)\n4. Min-max Scaling in R (Mon/Wed)\n5. Web Scraping in R (Tues/Thurs)\n6. Working with Time Zone in R with Lubridate (Tues/Thurs)\n7. Tricks of data cleaning and visualization in R (Tues/Thurs)\n\n\n\n Back to top" }, { - "objectID": "project2.html", - "href": "project2.html", - "title": "Data Visualization Techniques", + "objectID": "index.html", + "href": "index.html", + "title": "Welcome!", "section": "", - "text": "Subcategory 1: Plot Types and Techniques\n1. Creating Scatter Plots with Boundaries in R (Mon/Wed)\n2. Interactive Heatmap Visualization in Montgomery County with R Shiny (Mon/Wed)\n3. HexMaps: Understanding the Y-axis (Mon/Wed)\n4. Sorting Boxplots and Barplots in R (Mon/Wed)\n5. Comparison between Geom_Mosaic and Vcd::Mosaic (Mon/Wed)\n6. Unemployment Heatmaps with R and Python (Mon/Wed)\n7. Comparison Between Population Pyramid and Violin Plot (Mon/Wed)\n8. Common Uses of Heatmap (Tues/Thurs)\n9. Heatmaps in R (Tues/Thurs)\n10. Interactive Scatterplots with Highcharter Package in R (Tues/Thurs)\n\n\nSubcategory 2: Interactive and Dynamic Visualizations\n11. Interactive Data Visualizations with Plotly in R (Mon/Wed)\n12. Enhancing Visualizations with Plotly Layout Features in Python (Mon/Wed)\n13. Creating Animations using gganimate (Mon/Wed)\n14. Creating Sankey Diagrams with networkD3 in R (Mon/Wed)\n15. Gene and Protein Interaction Networks with NetworkD3 in R (Mon/Wed)\n16. Animated Demographic Trend Maps with Census Data in R (Mon/Wed)\n17. Arrow Plots and Animations for Exploratory Data Analysis and Visualization (Tues/Thurs)\n\n\nSubcategory 3: Basic and Advanced Techniques\n18. Overlaying Facetted Histograms with Theoretical Normal Density Curves (Mon/Wed)\n19. Plotting theoretical normal distribution across facets using gg4x (Mon/Wed)\n20. Bubble and 3D Plot Techniques in R with Plotly (Mon/Wed)\n21. Unlocking Inclusive Data Visualization: Color-Blind Friendly Charts in R (Mon/Wed)\n22. Combining boxplots and ridgeline plots on one plot (Mon/Wed)\n23. EDA & Visualization on Ranking Method (Mon/Wed)\n24. Comparing Facet Functions: facet_wrap() vs facet_grid() (Mon/Wed)\n25. Generative Art Techniques in R (Mon/Wed)\n26. Creating the Droste Effect in R (Mon/Wed)\n27. 3 Stages of Aesthetic Evaluation in GGplot2 (Mon/Wed)\n28. How To Create a Color Palette from an Image (Mon/Wed)\n29. MBTI Data Analysis with Circular Visualization (Mon/Wed)\n30. How to draw normal curves while using ‘facet_wrap()’ in R (Tues/Thurs)\n31. Effective color ramps (Tues/Thurs)\n32. Creating 2D and 3D Visualizations with Rayshader (Tues/Thurs)\n33. Customizing Themes in R with GGthemr (Tues/Thurs)\n34. Plotting Waterfall Chart with R ggplot2 (Tues/Thurs)\n35. TrelliscopeJS for Interactive Data Visualization (Tues/Thurs)\n36. Correlation Matrices and Hierarchical Clustering in R (Tues/Thurs)\n37. Basic Table Creation in R (Tues/Thurs)\n38. Designing Bivariate Color Palettes for Choropleth Maps in R (Tues/Thurs)\n39. Deep Dive of Parallel Coordinate Plots in R (Tues/Thurs)\n\n\nSubcategory 4: Specialized Data Types Visualization\n40. Using WordClouds to analyze data (Mon/Wed)\n41. R Visualizations for Financial Data Analysis with Plotly (Mon/Wed)\n42. NFL Visualizations with Next Gen Stats (Mon/Wed)\n43. Personal Finance Case Study: Monthly Expense Analysis in R (Mon/Wed)\n44. Explaining tm and wordcloud2 Packages in R (Mon/Wed)\n45. Interactive Visualization of Geospatial Data with GGplot2 and Plotly (Tues/Thurs)\n46. How to use Geom_map in GGplot2 (Tues/Thurs)\n47. Using R to visualize expense (Tues/Thurs)\n48. Accident Density Mapping in NYC with Plotly Interactive Plots (Tues/Thurs)\n49. Add graphs Inside Markers on a Geographic Map with LeafLet (Tues/Thurs)\n50. Maps and Projections in R (Tues/Thurs)\n51. Interactive Time Series Data Visualization with Dygraphs Package (Tues/Thurs)\n52. Choropleth Maps in R (Tues/Thurs)\n\n\nSubcategory 5: Statistical and Quantitative Analysis\n53. Exploring Categorical Datasets in R (Mon/Wed)\n54. Quantile-Based Data Partitioning Methods in R with Cut2() (Mon/Wed)\n55. Effective Data Comparison on Different Scales (Mon/Wed)\n56. Jointplot with GGside for Bivariate Analysis (Tues/Thurs)\n57. Lattice Package for Univariate and Multivariate Analysis (Tues/Thurs)\n\n\nSubcategory 6: Miscellaneous\n58. Data Visualization with Emojis (Tues/Thurs)\n59. Formatting of R Output File and Changing Order of Graph Layers (Tues/Thurs)\n60. Graph Resizing in R Markdown (Tues/Thurs)\n\n\n\n\n Back to top" + "text": "This webpage contains community contributions for Fall 2023 EDAV class at Columbia University.\nThere are 108 videos in total that are divided into 7 categories.\nHopefully this will help you prepare for your final project!\n\n\n\n Back to top" }, { - "objectID": "project3.html", - "href": "project3.html", - "title": "Interactive and Web-based Applications", + "objectID": "welcome.html", + "href": "welcome.html", + "title": "Welcome!", "section": "", - "text": "Subcategory 1: Equisse Package\n1. Easy Data Analysis and Visualization Add-ins in R (Mon/Wed)\n2. Data Visualization R Add-ins: Equisse and GGThemeAssist (Tues/Thurs)\n\n\nSubcategory 2: Shiny App\n3. How to make an Interactive Dashboard with Shiny App on R (Mon/Wed)\n4. Introducing Shiny Package in R - Interactive Web Dashboard (Mon/Wed)\n5. RShiny: Overview, Reactives, How it helps (Mon/Wed)\n6. Introduction to Features of Shiny App (Tues/Thurs)\n7. Outlier Detection App with Shiny App (Tues/Thurs)\n8. Interactive Linear Regression Model App with Shiny App (Tues/Thurs)\n\n\nSubcategory 3: Miscellaneous\n9. Implementing Interactive Filters in R (Mon/Wed)\n10. Interactive Dashboard Creation in R (Mon/Wed)\n11. Understanding Interactive 2D Splines (Mon/Wed)\n12. Embedding Visualizations into Web Apps with R (Mon/Wed)\n13. Quick Interactive Data Visualization with GGplot and GGRapture (Tues/Thurs)\n\n\n\n\n Back to top" + "text": "This webpage contains community contributions for Fall 2023 EDAV class at Columbia University.\nThere are 108 videos in total that are divided into 7 categories.\nHopefully this will help you prepare for your final project!\n\n\n\n Back to top" } ] \ No newline at end of file diff --git a/docs/site_libs/bootstrap/bootstrap.min.css b/docs/site_libs/bootstrap/bootstrap.min.css index d462a71..d255a3f 100644 --- a/docs/site_libs/bootstrap/bootstrap.min.css +++ b/docs/site_libs/bootstrap/bootstrap.min.css @@ -3,8 +3,8 @@ * Copyright 2011-2021 The Bootstrap Authors * Copyright 2011-2021 Twitter, Inc. * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE) - */:root{--bs-blue: #033c73;--bs-indigo: #6610f2;--bs-purple: #6f42c1;--bs-pink: #e83e8c;--bs-red: #c71c22;--bs-orange: #fd7e14;--bs-yellow: #dd5600;--bs-green: #73a839;--bs-teal: #20c997;--bs-cyan: 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