23 lines
1.1 KiB
Markdown
23 lines
1.1 KiB
Markdown
|
Find the breaks for N categories in a numerical column based on the [Jenks optimization](http://en.wikipedia.org/wiki/Jenks_natural_breaks_optimization). Below, Jenks used to color based on the area of the polygons.
|
||
|
|
||
|
![Jenks](https://f.cloud.github.com/assets/370259/140093/b64a9382-7210-11e2-81a4-c65cce3c885e.png)
|
||
|
|
||
|
#### Using the function
|
||
|
|
||
|
We can determine the 7 most optimal breaks in a column of numerical data as follows,
|
||
|
|
||
|
```sql
|
||
|
SELECT CDB_JenksBins(array_agg(numeric_column), 7) FROM table_name
|
||
|
-- Results in an ordered array like, {0,73,2568,9408,29411,768230,1638094}
|
||
|
-- Each break happens up to, and equal, to a number:
|
||
|
-- (bin1 is less than or equal to 0, bin2 is less than or equal to 73, etc.)
|
||
|
```
|
||
|
|
||
|
#### Arguments
|
||
|
|
||
|
CDB_JenksBins(in_array, breaks, invert)
|
||
|
|
||
|
* **in_array** numeric[]. A NUMERIC array of values.
|
||
|
* **breaks** int. The number of categories you want to create
|
||
|
* **iterations** OPTIONAL int. The number of iterations used for calculating breaks.
|
||
|
* **invert** OPTIONAL boolean. Flips whether you receive top down breaks or bottom up breaks. Default is top down (so, <=). Bottom up would give you values that define the lower-end start of a bin (so >=).
|