is there an easy way to filter traffic that’s coming from data centers?
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There’s partial guidance in the docs, but nothing that specifically lists or auto-detects “data center traffic.” I’ll outline what is documented and how you can adapt it.
1. Filter out traffic at collection time (JavaScript SDK example)
The bot-traffic guide shows a pattern: detect unwanted traffic (via user agent) and set $ignore: true so events are dropped. [Bot traffic]
You can adapt this to data centers by checking for known data-center user agents or other signals (e.g. headless browsers, monitoring tools):
js
var ua = navigator.userAgent;
mixpanel.register({ "User Agent": ua });
// Example: if you identify a pattern that indicates data-center traffic
if (/HeadlessChrome|Pingdom|Datadog/i.test(ua)) {
mixpanel.register({ "$ignore": true });
}
The docs emphasize that $ignore must be true (or a non-empty string) to actually block the event. [Bot traffic]
2. Filter historically in reports (not delete) Events are immutable, but you can filter them out of analysis by: - Creating a custom event that excludes traffic with certain properties (e.g. user agent, IP-derived location, or a custom “Source” property you set for data-center traffic). - Optionally hiding the original event in Lexicon so you only use the cleaned-up custom event. [Bot traffic]
3. Using IP / geolocation as a signal
Mixpanel enriches events with geolocation based on IP, and you can control or override the IP used for enrichment. [GeoIP enrichment; Define IP address]
While the docs don’t provide a ready-made “data center” filter, you can:
- Add your own property (e.g. traffic_type = "data_center") when you detect known data-center IP ranges upstream.
- Then filter or build custom events that exclude traffic_type = "data_center".
Because the documentation doesn’t include a built-in “data center traffic” toggle or list, the practical approach is:
- Detect data-center traffic using your own logic (IP ranges, user agent, headers, etc.).
- At ingestion time, either:
- Set $ignore: true (JS) to drop it, or
- Tag it with a property so you can filter it out in reports or via custom events.
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