Joining data to selections

We've made it to the fun part of our DOM shenanigans. Remember when I said HTML is data visualization? Joining data to selections is how that happens.

To join data with a selection, we use the .data() function. It takes a data argument in the form of a function or array, and optionally a key function, telling D3 how to differentiate between various parts of the data.

When you join data to a selection, one of the following three things will happen:

  • There is more data than there are selected elements (the length of the data is longer than the length of a selection). You can reference the new entries with the .enter() function
  • There is exactly the same amount of data as before. You can use the selection returned by .data() itself to update element states
  • There is less data than before. You can reference these using the .exit() function
  • New in D3 v4 is the .merge() function, which allows you to to perform operations on selections containing both new and updating elements

You can't chain .enter() and .exit() because they are just references and don't create a new selection, but you can chain .enter() and .merge(). This means that you will usually want to focus on .enter() and .exit() and handle the three cases separately.

You must be wondering, how's it possible for there to be both more and less data than before? That's because selection elements are bound to each individual datum, not their number. If you shifted an array (that is, removed its first element) and then pushed a new value (or, added a new element to the end of an array), the previous first item would go to the .exit() reference and the new addition would go to the .enter() reference. This is tremendously powerful, as it allows D3 to track data as it changes in our projects without us having to write a lot of repetitive code.

Datum is the singular of data. You know that d argument we usually pass in the callback functions? That's what it stands for! It's also worth noting that there's a selection.datum() method that can accept a single object that you want to apply to all the items in a selection.

Let's build something cool with data joins and HTML.

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