Documentation

Developers

API References
Data Subject Request API

Data Subject Request API Version 1 and 2

Data Subject Request API Version 3

Platform API

Platform API Overview

Accounts

Apps

Audiences

Calculated Attributes

Data Points

Feeds

Field Transformations

Services

Users

Workspaces

Warehouse Sync API

Warehouse Sync API Overview

Warehouse Sync API Tutorial

Warehouse Sync API Reference

Data Mapping

Warehouse Sync SQL Reference

Warehouse Sync Troubleshooting Guide

ComposeID

Warehouse Sync API v2 Migration

Bulk Profile Deletion API Reference

Calculated Attributes Seeding API

Custom Access Roles API

Data Planning API

Group Identity API Reference

Pixel Service

Profile API

Events API

mParticle JSON Schema Reference

IDSync

Client SDKs
AMP

AMP SDK

Android

Initialization

Configuration

Network Security Configuration

Event Tracking

User Attributes

IDSync

Screen Events

Commerce Events

Location Tracking

Media

Kits

Application State and Session Management

Data Privacy Controls

Error Tracking

Opt Out

Push Notifications

WebView Integration

Logger

Preventing Blocked HTTP Traffic with CNAME

Linting Data Plans

Troubleshooting the Android SDK

API Reference

Upgrade to Version 5

Direct Url Routing

Direct URL Routing FAQ

Web

Android

iOS

Cordova

Cordova Plugin

Identity

iOS

Initialization

Configuration

Event Tracking

User Attributes

IDSync

Screen Tracking

Commerce Events

Location Tracking

Media

Kits

Application State and Session Management

Data Privacy Controls

Error Tracking

Opt Out

Push Notifications

Webview Integration

Upload Frequency

App Extensions

Preventing Blocked HTTP Traffic with CNAME

Linting Data Plans

Troubleshooting iOS SDK

Social Networks

iOS 14 Guide

iOS 15 FAQ

iOS 16 FAQ

iOS 17 FAQ

iOS 18 FAQ

API Reference

Upgrade to Version 7

Flutter

Getting Started

Usage

API Reference

React Native

Getting Started

Identity

Roku

Getting Started

Identity

Media

Xbox

Getting Started

Identity

Unity

Upload Frequency

Getting Started

Opt Out

Initialize the SDK

Event Tracking

Commerce Tracking

Error Tracking

Screen Tracking

Identity

Location Tracking

Session Management

Xamarin

Getting Started

Identity

Web

Initialization

Configuration

Content Security Policy

Event Tracking

User Attributes

IDSync

Page View Tracking

Commerce Events

Location Tracking

Media

Kits

Application State and Session Management

Data Privacy Controls

Error Tracking

Opt Out

Custom Logger

Persistence

Native Web Views

Self-Hosting

Multiple Instances

Web SDK via Google Tag Manager

Preventing Blocked HTTP Traffic with CNAME

Facebook Instant Articles

Troubleshooting the Web SDK

Browser Compatibility

Linting Data Plans

API Reference

Upgrade to Version 2 of the SDK

Web

Alexa

Media SDKs

Android

iOS

Web

Quickstart
Android

Overview

Step 1. Create an input

Step 2. Verify your input

Step 3. Set up your output

Step 4. Create a connection

Step 5. Verify your connection

Step 6. Track events

Step 7. Track user data

Step 8. Create a data plan

Step 9. Test your local app

HTTP Quick Start

Step 1. Create an input

Step 2. Create an output

Step 3. Verify output

iOS Quick Start

Overview

Step 1. Create an input

Step 2. Verify your input

Step 3. Set up your output

Step 4. Create a connection

Step 5. Verify your connection

Step 6. Track events

Step 7. Track user data

Step 8. Create a data plan

Java Quick Start

Step 1. Create an input

Step 2. Create an output

Step 3. Verify output

Node Quick Start

Step 1. Create an input

Step 2. Create an output

Step 3. Verify output

Python Quick Start

Step 1. Create an input

Step 2. Create an output

Step 3. Verify output

Web

Overview

Step 1. Create an input

Step 2. Verify your input

Step 3. Set up your output

Step 4. Create a connection

Step 5. Verify your connection

Step 6. Track events

Step 7. Track user data

Step 8. Create a data plan

Server SDKs

Node SDK

Go SDK

Python SDK

Ruby SDK

Java SDK

Tools

Linting Tools

Smartype

mParticle Command Line Interface

Guides
Partners

Introduction

Outbound Integrations

Outbound Integrations

Firehose Java SDK

Inbound Integrations

Kit Integrations

Overview

Android Kit Integration

JavaScript Kit Integration

iOS Kit Integration

Compose ID

Data Hosting Locations

Glossary

Migrate from Segment to mParticle

Migrate from Segment to mParticle

Migrate from Segment to Client-side mParticle

Migrate from Segment to Server-side mParticle

Segment-to-mParticle Migration Reference

Rules Developer Guide

API Credential Management

The Developer's Guided Journey to mParticle

Guides

Getting Started

Create an Input

Start capturing data

Connect an Event Output

Create an Audience

Connect an Audience Output

Transform and Enhance Your Data

Platform Guide
The New mParticle Experience

The new mParticle Experience

The Overview Map

Observability

Observability Overview

Observability User Guide

Observability Span Glossary

Introduction

Data Retention

Connections

Activity

Live Stream

Data Filter

Rules

Tiered Events

mParticle Users and Roles

Analytics Free Trial

Troubleshooting mParticle

Usage metering for value-based pricing (VBP)

Analytics

Introduction

Setup

Sync and Activate Analytics User Segments in mParticle

User Segment Activation

Welcome Page Announcements

Settings

Project Settings

Roles and Teammates

Organization Settings

Global Project Filters

Portfolio Analytics

Analytics Data Manager

Analytics Data Manager Overview

Events

Event Properties

User Properties

Revenue Mapping

Export Data

UTM Guide

Query Builder

Data Dictionary

Query Builder Overview

Modify Filters With And/Or Clauses

Query-time Sampling

Query Notes

Filter Where Clauses

Event vs. User Properties

Group By Clauses

Annotations

Cross-tool Compatibility

Apply All for Filter Where Clauses

Date Range and Time Settings Overview

Understanding the Screen View Event

Analyses

Analyses Introduction

Segmentation: Basics

Getting Started

Visualization Options

For Clauses

Date Range and Time Settings

Calculator

Numerical Settings

Segmentation: Advanced

Assisted Analysis

Properties Explorer

Frequency in Segmentation

Trends in Segmentation

Did [not] Perform Clauses

Cumulative vs. Non-Cumulative Analysis in Segmentation

Total Count of vs. Users Who Performed

Save Your Segmentation Analysis

Export Results in Segmentation

Explore Users from Segmentation

Funnels: Basics

Getting Started with Funnels

Group By Settings

Conversion Window

Tracking Properties

Date Range and Time Settings

Visualization Options

Interpreting a Funnel Analysis

Funnels: Advanced

Group By

Filters

Conversion over Time

Conversion Order

Trends

Funnel Direction

Multi-path Funnels

Analyze as Cohort from Funnel

Save a Funnel Analysis

Explore Users from a Funnel

Export Results from a Funnel

Cohorts

Getting Started with Cohorts

Analysis Modes

Save a Cohort Analysis

Export Results

Explore Users

Saved Analyses

Manage Analyses in Dashboards

Users

Getting Started

User Activity Timelines

Time Settings

Export Results

Save A User Analysis

Journeys

Getting Started

Event Menu

Visualization

Ending Event

Save a Journey Analysis

Dashboards

Dashboards––Getting Started

Manage Dashboards

Organize Dashboards

Dashboard Filters

Scheduled Reports

Favorites

Time and Interval Settings in Dashboards

Query Notes in Dashboards

User Aliasing

Analytics Resources

The Demo Environment

Keyboard Shortcuts

Tutorials

Analytics for Marketers

Analytics for Product Managers

Compare Conversion Across Acquisition Sources

Analyze Product Feature Usage

Identify Points of User Friction

Time-based Subscription Analysis

Dashboard Tips and Tricks

Understand Product Stickiness

Optimize User Flow with A/B Testing

User Segments

APIs

User Segments Export API

Dashboard Filter API

IDSync

IDSync Overview

Use Cases for IDSync

Components of IDSync

Store and Organize User Data

Identify Users

Default IDSync Configuration

Profile Conversion Strategy

Profile Link Strategy

Profile Isolation Strategy

Best Match Strategy

Aliasing

Data Master
Group Identity

Overview

Create and Manage Group Definitions

Introduction

Catalog

Live Stream

Data Plans

Data Plans

Blocked Data Backfill Guide

Personalization
Predictive Audiences

Predictive Audiences Overview

Using Predictive Audiences

Predictive Attributes

Predictive Attributes Overview

Create Predictive Attributes

Assess and Troubleshoot Predictions

Use Predictive Attributes in Campaigns

Introduction

Profiles

Calculated Attributes

Calculated Attributes Overview

Using Calculated Attributes

Create with AI Assistance

Calculated Attributes Reference

Audiences

Audiences Overview

Real-time Audiences

Standard Audiences

Journeys

Journeys Overview

Manage Journeys

Download an audience from a journey

Audience A/B testing from a journey

Journeys 2.0

Warehouse Sync

Data Privacy Controls

Data Subject Requests

Default Service Limits

Feeds

Cross-Account Audience Sharing

Approved Sub-Processors

Import Data with CSV Files

Import Data with CSV Files

CSV File Reference

Glossary

Video Index

Analytics (Deprecated)
Settings

Debug Console

Data Warehouse Delay Alerting

Identity Providers

Single Sign-On (SSO)

Setup Examples

Introduction

Developer Docs

Introduction

Integrations

Introduction

Rudderstack

Google Tag Manager

Segment

Data Warehouses and Data Lakes

Advanced Data Warehouse Settings

AWS Kinesis (Snowplow)

AWS Redshift (Define Your Own Schema)

AWS S3 Integration (Define Your Own Schema)

AWS S3 (Snowplow Schema)

BigQuery (Snowplow Schema)

BigQuery Firebase Schema

BigQuery (Define Your Own Schema)

GCP BigQuery Export

Snowplow Schema Overview

Snowflake (Snowplow Schema)

Snowflake (Define Your Own Schema)

APIs

Dashboard Filter API (Deprecated)

REST API

User Segments Export API (Deprecated)

SDKs

SDKs Introduction

React Native

iOS

Android

Java

JavaScript

Python

Object API

Developer Basics

Aliasing

Identity

The Xamarin SDK surfaces a series of APIs allowing you to manage user-identity state. These client-side APIs work in tandem with the mParticle Identity HTTP API and your configured Identity “strategy.” These APIs are designed generically but identity management requirements vary by app - so it’s crucial that you use the APIs correctly per your requirements.

Allowed Identity Types

IdentityType Description
customerid If you have an internal ID for your customer
email The user’s email address
facebook The user’s Facebook ID
facebookcustomaudienceid The user’s Facebook App User ID that can be retrieved through the Facebook SDK
google The user’s Google ID
twitter The user’s Twitter ID
microsoft The user’s Microsoft ID
yahoo The user’s Yahoo ID
other Any other identifier that can contribute to user identification

Creating a Request

The mParticle Identity APIs surface four key operations (identify, login, logout, and modify). In the context of the Xamarin SDK, the original ‘Identify’ request should be handled in your initialize code. See Getting Started

The login, logout and modify requests each accept an optional request object and a callback. Populating the request object correctly is crucial to managing the state of your users.

The IdentityRequest object is a holder for a set of identities that you would like to associate with the user. opulating the request object correctly is crucial to managing the state of your users. When you invoke any of the key Identity APIs with a request object, the identities it holds will be associated with the resulting user.

var request = new IdentityApiRequest() 
	{
		UserIdentities = new Dictionary<UserIdentity, string>()
		{
			{UserIdentity.Email, "h.jekyll.md@example.com"}
		}
	};

User Aliasing

The Identity API lets you transition the SDK and data from one user to a new or different user. The Xamarin SDK maintains values in persistence that are associated with the current user, such as user attributes. If while transitioning you’d like to copy this data from the old user to the new user, you can define an onUserAlias callback to be invoked on a successful transition from one user to the next.

var request = new IdentityApiRequest() 
	{
		UserIdentities = new Dictionary<UserIdentity, string>()
		{
			{UserIdentity.Email, "h.jekyll.md@example.com"}
		}
		UserAliasHandler = (previousUser, newUser) =>
		{
            var persistentAttribute = "persistent user attribute";
            if (previousUser.UserAttributes.ContainsKey(persistentAttribute))
            {
                newUser.UserAttributes.Add(persistentAttribute, previousUser.UserAttributes.GetValueOrDefault(persistentAttribute));
            }
		}
	};

Identify

The Identify API is treated specially in that it’s called automatically on SDK initialization by the mParticle SDK. The SDK requires this call to succeed in order to establish an identity to associate with all data.

Login and Logout

Login and Logout should be invoked at the time of the user performing the matching or applicable actions in your application. These methods accept an Identity Request object, as created above. You can also create callback functions to handle success and failure.

var identityApi = MParticle.Instance.Identity
identityApi.Login(request)
    .AddSuccessListener(success => Console.WriteLine(success.User.UserAttributes))
    .AddFailureListener(failure => Console.WriteLine("HttpCode = " + failure.HttpCode + "/nErrors = " + failure.Errors));
var identityApi = MParticle.Instance.Identity
identityApi.Logout()
    .AddSuccessListener(success => Console.WriteLine(success.User.UserAttributes))
    .AddFailureListener(failure => Console.WriteLine("HttpCode = " + failure.HttpCode + "/nErrors = " + failure.Errors));

Modify

Modify also has the identical signature, but note a crucial difference: modify actions will never result in a new user. Modify can only add, remove, or change the identities associated with an existing user. The mParticle SDK will compare the current user’s user identities with those that you supply within the IdentityApiRequest, in order to generate a delta and invoke the underlying Identity HTTP API.

In this example, the SDK will change the email of the current user, or add the email to the user’s profile if the user has no existing email on this device:

var identityApi = MParticle.Instance.Identity
identityApi.CurrentUser.UserIdentities.Add(UserIdentity.Email, "ed.hyde@example.com");
identityApi.Modify(identityApi.CurrentUser);

mParticle User

Once the SDK has successfully called Identify for the first time, you will be able to access the current user via MParticle.Instance.Identity.CurrentUser:

var currentUser = MParticle.Instance.Identity.CurrentUser;

currentUser.UserAttributes.Add("color_preference", "green");
currentUser.SetUserTag("green");
currentUser.UserAttributes.Remove("color_preference");

Attribute Keys

Always refer to your organization’s data plan when instrumenting user or event attributes. Each unique attribute key becomes a data point in the mParticle UI that can be filtered for each Output, used to drive the calculation of an Audience or become part of a Custom Mapping. This means that your choice of attribute keys can have a system-wide impact. For example, if you have a single attribute key per device that represents a unique User ID or a unique URL, and you have thousands of users, mParticle will see thousands of unique keys, even though you only create one per device.

Creating too many unique attribute keys can have several adverse effects:

  • The mParticle dashboard becomes overcrowded and it becomes harder for business users to manage individual data points.
  • Each individual data point can be switched on or off from the Data Filter. This filter information is downloaded by the SDK during your app’s initialization. The more unique data points you have, the larger the size of the download. If not controlled this can ultimately impact the performance of your app.
  • A high number of unique attribute keys makes it difficult for you to use mParticle features like Rules, Connection Settings and the Audience Builder to control your data flow. See examples.

You should avoid the following as attribute keys:

  • URLs
  • Dates
  • Dynamic strings
  • User IDs
  • Random IDs
Example

A gaming app has ten levels and you want to track which level each user has achieved.

Bad option: Create ten tags - reachedLevel1, reachedLevel2, reachedLevel3, etc.
Better option: Create a single attribute - reachedLevel = 4.

Capturing this data as a single attribute improves the performance of both your app and the mParticle dashboard by reducing the number of unique data points you need to manage. It’s also a much more useful data point. For example, you can easily create a single audience builder condition to target users within a range of levels reached.

Cross-Platform Attribute tracking

An mParticle Workspace can combine data from multiple platforms, for example it can show data from the same app running in iOS and Android. For this reason, you may wish to choose attribute names that you can keep consistent across all platforms for easier management. For example, if you call an attribute levelReached in iOS, LevelReached on Android, and level_reached on web, mParticle will treat these as three separate attributes.

Was this page helpful?

    Last Updated: November 27, 2024