Exploring survey data interactively - y-axis
A bar chart of survey data allows the user to compare averages across different subject preferences by selecting a variable from a dropdown menu. The x-axis groups respondents by their preferred subject, while the y-axis redraws to display the mean of the chosen attribute, such as height, stress, or number of siblings. Interaction with the menu updates the y-scale and bar heights. The visualization uses d3.json to fetch the data, d3.nest for aggregation, and d3.axisBottom and d3.axisLeft to redraw the axes on each selection.
AI-generated descriptionInteractive bar chart example
In this visualization, the data that's rendered in the view changes because of user interaction
Steps
- Find good example of update loop
- Write a concept that uses interaction (changing scales?)
- Set up basic chart
- Set up interacion
- Make x-axis interactive so remove and enter are also needed
Concept
A chart showing distribution or relation between to variables. The vriables can be chosen through a dropdown menu resulting in a rerendering of datapoints and axis.
- Group students by subject interest on x axis.
- Get data from different vars on y axis
Notes
- Note that d3 has a new way of handling enter, update and exit explicitly as explained in this article.
- The options in the form are generated from the data using a data join
- The scales, the data and the selected opton are global. I found that to be nicer than to keep passing them everywhere
- If you want to add a new option to this interactive graph, all you have to do is add a new computed variable in the prepareData module and everything else will happen automatic