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project2.qmd
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---
title: "2. Data Visualization Techniques"
---
# 1: Plot Types and Techniques
[1. Creating Scatter Plots with Boundaries in R (Mon/Wed)](https://youtu.be/dCl9tISXSSQ)
[2. Interactive Heatmap Visualization in Montgomery County with R Shiny (Mon/Wed)](https://www.youtube.com/watch?v=nNI4SeSLgN0)
[3. HexMaps: Understanding the Y-axis (Mon/Wed)](https://youtu.be/mslzLw5v738)
[4. Sorting Boxplots and Barplots in R (Mon/Wed)](https://youtu.be/3RkNs3cyHlU)
[5. Comparison between Geom_Mosaic and Vcd::Mosaic (Mon/Wed)](https://drive.google.com/file/d/15vGCwVp3WpW1bFwdP_prFg1zRozqYERK/view?usp=sharing)
[6. Unemployment Heatmaps with R and Python (Mon/Wed)](https://youtu.be/BVLzry9EBGY)
[7. Comparison Between Population Pyramid and Violin Plot (Mon/Wed)](https://www.youtube.com/watch?v=jmLVh4yy58Y)
[8. Common Uses of Heatmap (Tues/Thurs)](https://youtu.be/mIg_5rwmGfo)
[9. Heatmaps in R (Tues/Thurs)](https://youtu.be/06sfnL8TpOI)
[10. Interactive Scatterplots with Highcharter Package in R (Tues/Thurs)](https://youtu.be/SNbqdJmqtAw)
# 2: Interactive and Dynamic Visualizations
[11. Interactive Data Visualizations with Plotly in R (Mon/Wed)](https://youtu.be/87ZuiR7SrfA)
[12. Enhancing Visualizations with Plotly Layout Features in Python (Mon/Wed)](https://www.youtube.com/watch?v=gM8yz6P7V0A)
[13. Creating Animations using gganimate (Mon/Wed)](https://www.youtube.com/watch?v=USw2AECFIkw)
[14. Creating Sankey Diagrams with networkD3 in R (Mon/Wed)](https://youtu.be/n43RMdALxvc)
[15. Gene and Protein Interaction Networks with NetworkD3 in R (Mon/Wed)](https://www.youtube.com/watch?v=FdzTsrCvdkk)
[16. Animated Demographic Trend Maps with Census Data in R (Mon/Wed)](https://www.youtube.com/watch?v=aUJAHXfVrnw)
[17. Arrow Plots and Animations for Exploratory Data Analysis and Visualization (Tues/Thurs)](https://www.youtube.com/watch?v=rp4ahQtkXrM&ab_channel=YelamanSain)
# 3: Basic and Advanced Techniques
[18. Overlaying Facetted Histograms with Theoretical Normal Density Curves (Mon/Wed)](https://www.youtube.com/watch?v=9wtvJz82oSw)
[19. Plotting theoretical normal distribution across facets using gg4x (Mon/Wed)](https://youtu.be/fyHNWSkcYpk)
[20. Bubble and 3D Plot Techniques in R with Plotly (Mon/Wed)](https://youtu.be/tpl4TEVOHCI)
[21. Unlocking Inclusive Data Visualization: Color-Blind Friendly Charts in R (Mon/Wed)](https://youtu.be/PudGAzRal_4)
[22. Combining boxplots and ridgeline plots on one plot (Mon/Wed)](https://www.youtube.com/watch?v=40MokoiI3Aw)
[23. EDA & Visualization on Ranking Method (Mon/Wed)](https://youtu.be/aG7t5I2zk9E)
[24. Comparing Facet Functions: facet_wrap() vs facet_grid() (Mon/Wed)](https://www.youtube.com/watch?v=6k39xguz4js)
[25. Generative Art Techniques in R (Mon/Wed)](https://youtu.be/ZAyUFSky0N8)
[26. Creating the Droste Effect in R (Mon/Wed)](https://youtu.be/nI1XMoUHn0o)
[27. 3 Stages of Aesthetic Evaluation in GGplot2 (Mon/Wed)](https://youtu.be/JV1eIjZ2EPA)
[28. How To Create a Color Palette from an Image (Mon/Wed)](https://www.youtube.com/watch?v=U6-6sXRUwoI)
[29. MBTI Data Analysis with Circular Visualization (Mon/Wed)](https://youtu.be/bQ6XQiVKSGU)
[30. How to draw normal curves while using 'facet_wrap()' in R (Tues/Thurs)](https://youtu.be/jLz0sf-UWug)
[31. Effective color ramps (Tues/Thurs)](https://youtu.be/8Ktp7bOyGNg)
[32. Creating 2D and 3D Visualizations with Rayshader (Tues/Thurs)](https://www.youtube.com/watch?v=7UHCfWN96d0)
[33. Customizing Themes in R with GGthemr (Tues/Thurs)](https://www.youtube.com/watch?v=IM6cCHPoP38&ab_channel=AustinSchaefer)
[34. Plotting Waterfall Chart with R ggplot2 (Tues/Thurs)](https://youtu.be/EaNv8NVBc_Q)
[35. TrelliscopeJS for Interactive Data Visualization (Tues/Thurs)](https://youtu.be/7qcQgLN8TnM)
[36. Correlation Matrices and Hierarchical Clustering in R (Tues/Thurs)](https://youtu.be/PhbY_ovIQIw)
[37. Basic Table Creation in R (Tues/Thurs)](https://youtu.be/SL9gkcZjGx4)
[38. Designing Bivariate Color Palettes for Choropleth Maps in R (Tues/Thurs)](https://www.youtube.com/watch?v=KrwS10RStbw)
[39. Deep Dive of Parallel Coordinate Plots in R (Tues/Thurs)](https://youtu.be/HTh5e7v54uM)
# 4: Specialized Data Types Visualization
[40. Using WordClouds to analyze data (Mon/Wed)](https://youtu.be/GPHgiqD2XfE)
[41. R Visualizations for Financial Data Analysis with Plotly (Mon/Wed)](https://youtu.be/tbmGq7_TM-4)
[42. NFL Visualizations with Next Gen Stats (Mon/Wed)](https://youtu.be/xs0cGbjoseE)
[43. Personal Finance Case Study: Monthly Expense Analysis in R (Mon/Wed)](https://youtu.be/Q06kLBNwGc8)
[44. Explaining tm and wordcloud2 Packages in R (Mon/Wed)](https://youtu.be/1DR7mgeZuKE)
[45. Interactive Visualization of Geospatial Data with GGplot2 and Plotly (Tues/Thurs)](https://youtu.be/ui8R4zbRgo8)
[46. How to use Geom_map in GGplot2 (Tues/Thurs)](https://youtu.be/NqDyeAsKUm8)
[47. Using R to visualize expense (Tues/Thurs)](https://youtu.be/8lsHGKUn8A0)
[48. Accident Density Mapping in NYC with Plotly Interactive Plots (Tues/Thurs)](https://www.youtube.com/watch?v=tikmXPmjig8)
[49. Add graphs Inside Markers on a Geographic Map with LeafLet (Tues/Thurs)](https://youtu.be/cs6Mb3Kv7rA)
[50. Maps and Projections in R (Tues/Thurs)](https://youtu.be/xjwiaVM0G9A)
[51. Interactive Time Series Data Visualization with Dygraphs Package (Tues/Thurs)](https://youtu.be/71zl39yzwXM)
[52. Choropleth Maps in R (Tues/Thurs)](https://youtu.be/-hutMwiLO7A)
# 5: Statistical and Quantitative Analysis
[53. Exploring Categorical Datasets in R (Mon/Wed)](https://youtu.be/s5ehRahj2pM?feature=shared)
[54. Quantile-Based Data Partitioning Methods in R with Cut2() (Mon/Wed)](https://youtu.be/BmxpApzmpqE)
[55. Effective Data Comparison on Different Scales (Mon/Wed)](https://www.youtube.com/watch?v=LG10EWIpCD4)
[56. Jointplot with GGside for Bivariate Analysis (Tues/Thurs)](https://www.youtube.com/watch?v=bLQfqMvSh3g)
[57. Lattice Package for Univariate and Multivariate Analysis (Tues/Thurs)](https://youtu.be/wsrGQPPPmN4)
# 6: Miscellaneous
[58. Data Visualization with Emojis (Tues/Thurs)](https://youtu.be/A-il70GvkkM)
[59. Formatting of R Output File and Changing Order of Graph Layers (Tues/Thurs)](https://www.youtube.com/watch?v=xj4HCy5Y3Yg)
[60. Graph Resizing in R Markdown (Tues/Thurs)](https://youtu.be/PWqMcgbISFI)