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Analytics ⇄ Database

Mixpanel to TiDB integration — real-time data sync

Keep Mixpanel and TiDB in sync without custom scripts. Cut weeks of integration work, eliminate silent data drift, and give your team a single, reliable source of truth.

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Why teams connect Mixpanel and TiDB

Give Mixpanel the users, events, and records that live in TiDB in real time, and sync the cohorts and scores Mixpanel computes back into TiDB where your applications read them.

Mixpanel is a read-only source: Stacksync reads its data in real time and delivers it into TiDB, so TiDB always reflects the current state of Mixpanel — without exports, scripts, or schedulers.

A database holds the rows your business runs on: the users, events, orders, and records that every service reads and writes. Mixpanel is where people make sense of them, as dashboards, funnels, cohorts, and metrics. Moving the data from TiDB into Mixpanel usually means a hand-built extract or a change-data-capture pipeline that breaks the moment a column is renamed, and reporting that always trails last night's load.

Common use cases

  • 01 Pull Cohort membership into an operational database to drive lifecycle email and in-app targeting from a single source.
  • 02 Read Funnel and Retention reports from the Query API into a reporting database for executive dashboards without manual CSV pulls.
  • 03 Two-way sync between TiDB tables and SaaS tools so operational edits made in either system converge
  • 04 Stream row-level changes to a warehouse or Kafka via CDC for near-real-time analytics

Common sync patterns

Analytics on live operational data, minus the pipeline

The users, events, orders, and records stored in TiDB land in Mixpanel as they change, so dashboards, funnels, and metrics run on current data instead of last night's extract.

One version of each user or account

A user, account, or record corrected in either system updates the other, so the identity your reports group by matches the identity your database stores.

Filter and grouping dimensions kept fresh

Attributes teams slice by, such as plan, region, or account owner, stay current in Mixpanel because they sync from TiDB as they change, instead of going stale after a one-time import.

What you can sync between Mixpanel and TiDB

Representative objects on each side — any object or custom field can map to any target. Schemas are auto-detected; types are converted between the two systems.

Mixpanel objects TiDB objects How this pairing syncs
Funnels Multi-step conversion reports; the Query API returns computed conversion rates rather than raw event rows. Databases MySQL-style schemas addressed by any MySQL-compatible client. Funnels is specific to Mixpanel and Databases to TiDB — each maps to any object or custom field on the other side.
Retention Return-usage reports read from the Query API as aggregated cohort tables, not row-level records. Tables Row data stored in TiKV; the primary unit for reads, writes, and CDC. Retention is specific to Mixpanel and Tables to TiDB — each maps to any object or custom field on the other side.
Segmentation Property-based event breakdowns from the Query API, returned as time-series aggregates for reporting. Views Logical views for shaping reads before syncing outward. Segmentation is specific to Mixpanel and Views to TiDB — each maps to any object or custom field on the other side.
Lookup Tables Dimension tables joined to events; capped at 100MB with 100 writes per 24h, so treated as reference data. Columns MySQL-compatible types mapped to fields in the paired system. Lookup Tables is specific to Mixpanel and Columns to TiDB — each maps to any object or custom field on the other side.
Lexicon Schemas Event and property definitions (metadata); read to reconcile the tracking plan against a warehouse schema. Indexes Secondary indexes that keep incremental sync queries efficient. Lexicon Schemas is specific to Mixpanel and Indexes to TiDB — each maps to any object or custom field on the other side.
Events Time-stamped user actions (live via /track, historical via /import); the primary dataset read out through the Raw Data Export API by date range. Sequences Server-side ID generation relevant when external systems write rows. Events is specific to Mixpanel and Sequences to TiDB — each maps to any object or custom field on the other side.

How changes propagate between Mixpanel and TiDB

Each direction of the sync is driven by what the source system can signal and what the destination accepts — detection, delivery, and expected latency below.

Mixpanel TiDB Interval-based propagation

DetectionStacksync polls Mixpanel for changes on an incremental schedule, reading only records changed since the previous pass. Pull-based: the Raw Data Export API is polled over an event-time date window (from_date/to_date).

DeliveryEach detected change is applied to TiDB as a row-level write, with types converted between the two schemas.

TiDB Mixpanel Sub-second propagation

DetectionChanges in TiDB are captured at the source via change data capture — no polling loop against its API. Log-based CDC via TiCDC, which captures row changes from TiKV and streams them to downstream sinks.

DeliveryMixpanel does not accept inbound record writes, so this direction carries requests rather than records: Mixpanel's output flows back as field updates on the originating TiDB records.

Rate-limit considerations

  • Mixpanel: Raw Data Export API allows 60 queries/hour, 3/second, and up to 100 concurrent; the Query API allows 60/hour with 5 concurrent; exceeding limits returns a 429.
  • TiDB: Throughput scales with cluster size rather than fixed API quotas.
What ships with Mixpanel ⇄ TiDB

Connect Mixpanel and TiDB for flexible, real-time data sync.

Real-time sync, workflow automation, event queues, EDI, and monitoring, for every Mixpanel–TiDB connection.

Real-time

Real-time sync

Changes in Mixpanel or TiDB instantly reflect in both systems. No stale data, no manual imports.

No-code + pro-code

Workflow automation

Trigger automated workflows whenever Mixpanel or TiDB data changes, update records, fire webhooks, or kick off sequences without brittle API scripts.

At scale

Event queues

Handle millions of events per minute without losing a single Mixpanel or TiDB record.

Observability

Monitoring

Track your Mixpanel ⇄ TiDB sync health, view errors, and replay failed events in one click.

Trading partners

EDI

Transform legacy EDI complexity into simple database interactions between Mixpanel and TiDB.

How the Mixpanel and TiDB connectors work

Mixpanel

Integration surface
Ingestion API, Query API, and Raw Data Export API (REST)
Authentication
Service Account with HTTP Basic Auth (username + secret) scoped by project_id; the legacy Project Secret method is deprecated with end-of-life March 3, 2027
Change detection
Pull-based: the Raw Data Export API is polled over an event-time date window (from_date/to_date); no CDC or push change feed, though Data Pipelines can schedule warehouse exports
Capabilities
read
Rate limits
Raw Data Export API allows 60 queries/hour, 3/second, and up to 100 concurrent; the Query API allows 60/hour with 5 concurrent; exceeding limits returns a 429

TiDB

Integration surface
MySQL wire protocol (SQL)
Authentication
Database credentials (MySQL-compatible username/password)
Change detection
Log-based CDC via TiCDC, which captures row changes from TiKV and streams them to downstream sinks; polling also works
Capabilities
read · write · CDC
Rate limits
Throughput scales with cluster size rather than fixed API quotas
How it works

How to connect Mixpanel to TiDB — three steps, no code

Configure and sync within minutes, no code. Whether you sync 50k or 100M+ records, Stacksync handles the queues, infra, and plumbing. Integrations are non-invasive and need zero setup on your systems.

  1. 01

    Connect your apps

    Authenticate Mixpanel and TiDB with each platform's native method — OAuth, API keys, or service accounts — plus secure options like SSH tunneling, IP whitelisting, and VPC peering.

    • OAuth 2.0
    • SSH tunnel
    • VPC peering
    Mixpanel connected
    TiDB connected
    OAuth 2.0
    SSH tunnel
    SSL certificate
    VPC peering
  2. 02

    Choose tables

    Pick the Mixpanel and TiDB objects to sync — Stacksync auto-detects both schemas, including custom fields where the platform exposes them. Sync to existing tables, or let Stacksync create new ones with ideal data types.

    • Standard objects
    • Custom objects
    • Auto-schema
    objects · Mixpanel ⇄ TiDB
    Customers 12,480
    Sales Orders 8,213
    Invoices 5,902
    Items 1,344
  3. 03

    Map fields

    Fields map automatically even when names and types differ. Stacksync handles transformation and type casting for you, zero configuration required.

    • Auto-map
    • Type casting
    • Transforms
    Mixpanel TiDB
    Company company_name text
    Email email text
    Amount amount numeric
    Created created_at timestamp
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FAQ

Mixpanel and TiDB integration FAQ

SECURITY

Security teams trust Stacksync

As a data company, we understand the importance of keeping your data secure. Stacksync is built with security best practices to keep your data safe at every layer, and is DPF-certified for US, EU, UK and CH data transfers.

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SSO & SCIM

Let your users access Stacksync from your centralized user management systems. Works with Okta, Azure, Google SSO and more.

Alerts

Immediately get alerted about record syncing issues over email, Slack, PagerDuty and WhatsApp. Resolve issues from a centralized dashboard with retry and revert options.

Secure connection options

Securely connects to your systems with:

OAuth 2 SSH Tunnelling SSL certificates IP Whitelisting VPN gateway VPC peering and more

Related integrations

Every pair below is a real-time, two-way sync. Search all 361 integrations available for Mixpanel and TiDB.

Popular · 8 of 361
All Mixpanel integrations All TiDB integrations Browse all integrations
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