This project allows you to use 2 csvs (containing IDs, variables, names, and values) to automatically generate a Shiny structure that you can further customize.
To fork the project, go to the GitHub page here.
Use a csv ('chart_settings.csv') in a form similar to this:
| variable | x_axis_labels | tab_name |
|---|---|---|
| var1 | some_name_var1 | tab1 |
| var2 | some_name_var2 | tab1 |
| var3 | some_name_var3 | tab2 |
| var4 | some_name_var4 | tab3 |
| var5 | some_name_var5 | tab3 |
is used along with a csv containing variables and values ('IDs_to_examine.csv'):
| ID | Date | var1 | var2 | var3 | var4 | var5 |
|---|---|---|---|---|---|---|
| 1 | 1/1/11 | 1 | 20 | 5 | 50 | 50 |
| 1 | 1/1/11 | 15 | 3 | 45 | 88 | 100 |
| 2 | 1/1/13 | 97 | 16 | 5 | 5 | 8 |
| 2 | 1/1/14 | 55 | 15 | 90 | 75 | 35 |
| 3 | 1/1/15 | 1 | 76 | 66 | 22 | 1 |
...to create a Shiny with any number of tabs; in this case, 3 ('tab1' to 'tab3').
Each tab contains one ggplot, featuring the variables; in this case 'var1' to 'var5'.
Click here to see it in action.
Examine the screenshot and map trace each element back to the appropriate csv. For the sake of simplicity and to avoid creating any unnecessarily customized features, the inputs show only two large, unsized and unmodified variables plotted as a histogram:
