A HeatMap for iOS, implemented as an MKOverlay
to provide seamless integration with MapKit to use with Carthage.
This project is forked on https://github.com/dataminr/DTMHeatmap and based on https://github.com/ryanolsonk/HeatMapDemo. It has been updated to improve performance and add a "diff" mode. https://github.com/gpolak/LFHeatMap was also referenced.
This mode is a standard heatmap and should produce the same results as the original HeatMapDemo
project, but more quickly.
This mode compares two sets of data to visualize which areas have "heated up" and which have "cooled down". Increased activity is shown with warm colors, decreased activity is shown with cool colors.
The easiest way to get DTMHeatmap
is via CocoaPods
pod 'DTMHeatmap'
Using DTMHeatmap
is relatively straightforward. After installing using the instructions above:
0. Register as a delegate of your map view
- Create an instance of
DTMHeatmap
- Provide data in the form of a dictionary mapping
MKMapPoint
(wrapped inNSValue
using[NSValue value:&point withObjCType:@encode(MKMapPoint)]
) to weights - Add the heatmap as an overlay to your map view.
In the simplest form, the code looks something like this:
- (void)viewDidLoad
{
self.mapView.delegate = self;
// Create DTMHeatmap
self.heatmap = [DTMHeatmap new];
[self.heatmap setData:myData];
[self.mapView addOverlay:self.heatmap];
// or...
// Create DTMDiffHeatmap
self.diffHeatmap = [DTMDiffHeatmap new];
[self.diffHeatmap setBeforeData:beforeData
afterData:afterData];
[self.mapView addOverlay:self.diffHeatmap];
}
- (MKOverlayRenderer *)mapView:(MKMapView *)mapView
rendererForOverlay:(id<MKOverlay>)overlay
{
return [[DTMHeatmapRenderer alloc] initWithOverlay:overlay];
}
As you can see, the only difference between the stanard heatmap API and that of the diff heatmap is that the diff heatmap requires two sets of data – before and after.
A sample project (DTMHeatmapExample
) has been provided to demonstrate basic usage. There are currently four visualization options:
- Standard: shows US locations of McDonald's as a regular heatmap
- Week 1: shows Sacramento crime data for the first week of January 2006 as a regular heatmap
- Week 3: shows Sacramento crime data for the third week of January 2006 as a regular heatmap
- Diff: compares the data from Week 3 to Week 1 as a diff heatmap. As one might expect, the diff is fairly random. If you can recommend a better dataset, please let me know :)