Use Google Analytics 4 with Langchain Python

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Google Analytics 4 is the latest version of Google's web analytics platform. It provides advanced features for measuring and analyzing website and app data, including enhanced user privacy protections, improved predictive insights, and a more unified view across web and mobile.

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🔗 Connect and Use Google Analytics 4

1. 🔑 Connect your Google Analytics

2. ✅ Select an action

3. 🚀 Go live with the agent

What do you want to do?

Open Index

API actions for Google Analytics 4 for AI assitants/agents

Language

PYTHON

Framework

Track Event

Send a custom event to Google Analytics 4 for tracking user interactions or specific actions on your website or app.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GA4_TRACK_EVENT])

Set User Property

Set a user property in Google Analytics 4 to segment users based on specific attributes or characteristics.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GA4_SET_USER_PROPERTY])

Create Audience

Create a new audience segment in Google Analytics 4 based on specific criteria or user behaviors.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GA4_CREATE_AUDIENCE])

Update Custom Dimension

Update or set a custom dimension in Google Analytics 4 to capture additional metadata about events or users.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GA4_UPDATE_CUSTOM_DIMENSION])

Create Conversion Event

Define a new conversion event in Google Analytics 4 to track important user actions or goals.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GA4_CREATE_CONVERSION_EVENT])

Set Default Channel Grouping

Configure the default channel grouping in Google Analytics 4 to categorize traffic sources.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GA4_SET_DEFAULT_CHANNEL_GROUPING])

Create Custom Report

Generate a custom report in Google Analytics 4 with specific dimensions, metrics, and filters.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GA4_CREATE_CUSTOM_REPORT])

Set Up Ecommerce Tracking

Configure ecommerce tracking in Google Analytics 4 to monitor online store performance and sales data.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GA4_SETUP_ECOMMERCE_TRACKING])

Create Funnel

Set up a funnel visualization in Google Analytics 4 to track user progression through a series of steps or pages.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GA4_CREATE_FUNNEL])

Configure Cross Domain Tracking

Set up cross-domain tracking in Google Analytics 4 to accurately track user journeys across multiple domains.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GA4_CONFIGURE_CROSS_DOMAIN_TRACKING])

Set Up Google Ads Linking

Link Google Analytics 4 property with Google Ads account for enhanced advertising insights and performance tracking.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GA4_SETUP_GOOGLE_ADS_LINKING])

Create Calculated Metric

Define a new calculated metric in Google Analytics 4 using existing metrics and mathematical operations.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GA4_CREATE_CALCULATED_METRIC])

Set Up Data Import

Configure data import in Google Analytics 4 to bring external data into your analytics for enriched insights.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GA4_SETUP_DATA_IMPORT])

Create Exploration

Build a custom exploration in Google Analytics 4 for advanced data analysis and visualization.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GA4_CREATE_EXPLORATION])

Set Up User ID Tracking

Implement User-ID tracking in Google Analytics 4 to unify user activity across devices and sessions.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GA4_SETUP_USER_ID_TRACKING])

High Traffic Alert

Trigger an alert when website traffic exceeds a specified threshold in Google Analytics 4.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GA4_HIGH_TRAFFIC_ALERT])

Goal Completion

Trigger an action when a specific goal or conversion is completed in Google Analytics 4.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GA4_GOAL_COMPLETION])

New User Registration

Trigger an event when a new user registers or creates an account, as tracked in Google Analytics 4.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GA4_NEW_USER_REGISTRATION])

Abandoned Cart

Trigger an action when a user adds items to cart but doesn't complete the purchase within a specified timeframe.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GA4_ABANDONED_CART])

Custom Event Occurrence

Trigger based on the occurrence of a specific custom event tracked in Google Analytics 4.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GA4_CUSTOM_EVENT_OCCURRENCE])

Traffic Source Change

Trigger an alert when there's a significant change in traffic sources or channels in Google Analytics 4.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GA4_TRAFFIC_SOURCE_CHANGE])

Bounce Rate Threshold

Trigger an action when the bounce rate exceeds or falls below a specified threshold in Google Analytics 4.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GA4_BOUNCE_RATE_THRESHOLD])

Session Duration Milestone

Trigger when average session duration reaches a certain milestone or threshold in Google Analytics 4.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GA4_SESSION_DURATION_MILESTONE])

Revenue Milestone

Trigger an action when total revenue reaches a specific milestone as tracked in Google Analytics 4.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GA4_REVENUE_MILESTONE])

User Segment Growth

Trigger when a specific user segment in Google Analytics 4 grows by a certain percentage or number.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GA4_USER_SEGMENT_GROWTH])

Page Load Time Alert

Trigger an alert when average page load time exceeds a specified threshold in Google Analytics 4.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GA4_PAGE_LOAD_TIME_ALERT])

Campaign Performance

Trigger based on specific campaign performance metrics or thresholds in Google Analytics 4.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GA4_CAMPAIGN_PERFORMANCE])

User Retention Drop

Trigger an alert when user retention rates fall below a certain threshold in Google Analytics 4.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GA4_USER_RETENTION_DROP])

Ecommerce Conversion Rate Change

Trigger when there's a significant change in ecommerce conversion rates as tracked in Google Analytics 4.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GA4_ECOMMERCE_CONVERSION_RATE_CHANGE])

New Content Performance

Trigger based on the performance metrics of newly published content or pages in Google Analytics 4.

from composio_langchain import ComposioToolSet, Action tool_set = ComposioToolSet() tools = tool_set.get_tools(actions=[Action.GA4_NEW_CONTENT_PERFORMANCE])

Frequently asked questions

What is Composio.dev?

Composio.dev is a cutting-edge framework for building AI applications, designed to make the process of developing AI solutions super easy and fun! It's a collection of powerful tools and libraries that simplify the process of creating AI applications, allowing you to focus on the creative aspects of your project without getting bogged down by the technical details.

How does Composio.dev support Google Analytics 4?

Composio.dev seamlessly integrates with Google Analytics 4, making it a breeze to leverage its capabilities within the Composio.dev platform. You can use Google Analytics 4 to call functions on various platforms like Google, GitHub, and others, allowing you to incorporate different services into your AI applications with ease. It also supports user login via OAuth2 and can work with other popular frameworks such as LangChain and CrewAI, giving you the flexibility to build truly innovative AI solutions.

What models can I use with Google Analytics 4 and langchain_python?

When using Google Analytics 4 and langchain_python, you have access to a wide range of state-of-the-art language models, including GPT-4o (OpenAI), GPT-3.5 (OpenAI), GPT-4 (OpenAI), Claude (Anthropic), PaLM (Google), LLaMA and LLaMA 2 (Meta), Gemini, and many others. This flexibility allows you to choose the model that best suits your specific use case, whether you're building a chatbot, a content creation tool, or any other AI-powered application. You can experiment with different models and find the one that delivers the best performance for your project.

How can I integrate Google Analytics 4 with langchain_python?

Integrating Google Analytics 4 with langchain_python is super easy with Composio.dev! You can use the Composio.dev API to call functions from both Google Analytics 4 and langchain_python, allowing you to tap into their capabilities with just a few lines of code. The SDK is available in Python, JavaScript, and TypeScript, so you can work with the language you're most comfortable with and integrate these powerful tools into your projects seamlessly.

What is the pricing for Google Analytics 4 and langchain_python?

Both Google Analytics 4 and langchain_python are completely free to use, with a generous free tier that allows up to 1000 requests per month. This makes them accessible for developers and organizations of all sizes, whether you're a student working on a personal project or a startup building the next big thing. You can get started with these powerful tools without worrying about breaking the bank.

What kind of authentication is supported for Google Analytics 4 and langchain_python?

Google Analytics 4 and langchain_python support OAuth2 authentication, ensuring secure and authorized access to their functionalities. You can use the Composio.dev API to handle authentication and call functions from both Google Analytics 4 and langchain_python seamlessly. The SDK is available in Python, JavaScript, and TypeScript for your convenience, making it easy to integrate authentication into your projects and keep your users' data safe and secure.

Can I add Google Analytics 4 to my project?

Absolutely! You can easily incorporate Google Analytics 4 into your project by utilizing the Composio.dev API. This API allows you to call functions from both Google Analytics 4 and langchain_python, enabling you to leverage their capabilities within your application. The SDK is available in Python, JavaScript, and TypeScript to facilitate integration, so you can work with the language you're most comfortable with and add these powerful tools to your project with ease.

What is the accuracy of Google Analytics 4 and langchain_python?

Google Analytics 4 and langchain_python are designed to provide highly accurate and reliable results, ensuring that your AI applications perform at their best. The integration with Composio.dev ensures precise function calls, enabling you to build robust and powerful AI applications with confidence. The comprehensive framework and the ability to leverage state-of-the-art models ensure reliable and accurate outcomes for your AI development needs, whether you're working on a chatbot, a content creation tool, or any other AI-powered project.

What are some common use cases for Google Analytics 4 and langchain_python?

Google Analytics 4 and langchain_python can be used for a wide range of AI applications, making them versatile tools for developers and creators alike. Some common use cases include natural language processing, text generation, question answering, sentiment analysis, and more. They're particularly useful for building chatbots, virtual assistants, content creation tools, and other AI-powered applications that can help you automate tasks, engage with users, and create compelling content. Whether you're working on a personal project or building a product for your startup, these tools can help you bring your ideas to life.

How does Google Analytics 4 handle data privacy and security?

Data privacy and security are crucial considerations when working with AI systems, and Google Analytics 4 takes these issues seriously. It follows industry best practices and adheres to strict data protection regulations, ensuring that your data is kept safe and secure. Google Analytics 4 provides robust security measures, such as encryption and access controls, to ensure the confidentiality and integrity of your data. You can rest assured that your sensitive information is protected when using Google Analytics 4 for your AI development needs.

Can I customize Google Analytics 4 and langchain_python for my specific needs?

Absolutely! Google Analytics 4 and langchain_python are highly customizable and extensible, allowing you to tailor their functionality, models, and configurations to meet your specific requirements. Whether you're building a chatbot, a content creation tool, or any other AI-powered application, you can customize these tools to fit your unique needs. Additionally, Composio.dev provides a flexible platform for integrating and orchestrating various AI tools and services, enabling you to create custom AI solutions that are tailored to your project.

What kind of support and documentation is available for Google Analytics 4 and langchain_python?

Google Analytics 4 and langchain_python have comprehensive documentation and a supportive community, making it easy for you to get started and find answers to your questions. Composio.dev also provides extensive resources, including tutorials, guides, and a dedicated support team to assist you throughout your AI development journey. Whether you're a beginner or an experienced developer, you'll have access to the resources you need to make the most of these powerful tools.