Trực quan hóa dữ liệu với Stata thông qua các ví dụ cụ thể như các đồ thị cho biến liên tục, biến rời rạc và các kết hợp của chúng
Nội dung khóa học sẽ trình bày cách trực quan hóa dữ liệu với Stata. Các biểu đồ thông dụng được giới thiệu và minh họa qua các ví dụ cụ thể trên Stata. Bao gồm:
Biểu đồ cho một biến liên tục
Biểu đồ cho một biến rời rạc
Biểu đồ cho hai biến liên tục
Biểu đồ cho hai biến rời rạc
Các biểu đồ cho ba biến trở lên
Trực quan hóa dữ liệu với Stata
Introduction
1. Introduction 4 min
Graphs for single continuous variables – Dofiles
2. What is continuous data?
3 min
3. What is a histogram?
7 min
4. What is an unequal bin histogram?
5 min
5. Learn Stata – Histograms
5 min
6. What is a density plot?
10 min
7. How to visualise multiple densities
7 min
8. Learn Stata – Density plots
9 min
9. What is a ridgeline plot?
6 min
10. Learn Stata – Ridgeline plots
6 min
11. What are cumulative density plots?
8 min
12. Learn Stata – Cumulative density plots
7 min
13. What is a spike plot?
4 min
14. Learn Stata – Spike plots
4 min
15. What is a rootogram plot?
6 min
16. Learn Stata – Rootogram plots
5 min
17. What is a box plot?
12 min
18. Learn Stata – Box plots
8 min
19. What is a violin plot?
3 min
20. Learn Stata – Violin plots
5 min
21. What is a stem-and-leaf plot?
4 min
22. Learn Stata – Stem-and-leaf plots
5 min
23. What is a dot plot?
6 min
24. Learn Stata – Dot plots
7 min
25. What is a symmetry plot?
6 min
26. What is a quantile-uniform plot?
3 min
27. What is a quantile-normal plot?
3 min
28. What is a quantile-chi-squared plot?
2 min
29. What is a quantile-quantile plot?
4 min
30. Learn Stata – Quantile plots
7 min
Plots for single discrete variables – Dofiles
31. What is discrete data?
3 min
32. What is a bar graph?
13 min
33. Learn Stata – Bar graphs
12 min
34. What is a pie chart?
10 min
35. Learn Stata – Pie charts
8 min
36. What is a dot chart?
4 min
37. Learn Stata – Dot charts
7 min
38. What is a radar plot?
5 min
39. Learn Stata – Radar plots
6 min
Plots for two continuous variables – Dofiles
40. What is a scatter plot?
9 min
41. Learn Stata – Scatter plots
14 min
42. What is a heat plot?
2 min
43. What is a hex plot?
3 min
44. Learn Stata – Heat and hex plots
10 min
45. What is a sunflower plot?
4 min
46. Learn Stata – Sunflower plots
6 min
47. What is a polar smoother plot?
6 min
48. Learn Stata – Polar smoother plots
5 min
49. What is a line of best fit?
14 min
50. Learn Stata – Line of best fit plots
11 min
51. What is a line plot?
10 min
52. Learn Stata – Line plots
9 min
53. What is an area plot?
4 min
54. Learn Stata – Area plots
7 min
55. What is a range plot?
4 min
56. Learn Stata – Range plots
5 min
57. What is a dropline plot?
4 min
58. Learn Stata – Dropline plots
5 min
59. What is a rainbow plot?
7 min
60. Learn Stata – Rainbow plots
10 min
61. What is a sparkline plot?
9 min
62. Learn Stata – Sparkline plots
8 min
Plots for two discrete variables – Dofiles
63. What is a jitter plot?
5 min
64. Learn Stata – Jitter plots
4 min
65. What is a table plot?
4 min
66. Learn Stata – Table plots
7 min
67. What is a balloon plot?
3 min
68. Learn Stata – Balloon plots
4 min
69. What is a stacked bar chart?
4 min
70. Learn Stata – Stacked bar graphs
4 min
71. What is a mosaic plot?
3 min
72. Learn Stata – Mosaic plots
4 min
Plots for three or more variables – Dofiles
73. What is a contour plot?
11 min
74. Learn Stata – Contour plots
7 min
75. What is a bubble plot?
10 min
76. Learn Stata – Bubble plots
10 min
77. What is a Chernoff Face?
9 min
78. Learn Stata – Chernoff Faces
7 min
79. What is a Triplot?
10 min
80. Learn Stata – Triplots
9 min