How to load data from Mailchimp to Typesense

Learn how to use Airbyte to synchronize your Mailchimp data into Typesense within minutes.

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Set up a Mailchimp connector in Airbyte

Connect to Mailchimp or one of 400+ pre-built or 10,000+ custom connectors through simple account authentication.

Set up Typesense for your extracted Mailchimp data

Select Typesense where you want to import data from your Mailchimp source to. You can also choose other cloud data warehouses, databases, data lakes, vector databases, or any other supported Airbyte destinations.

Configure the Mailchimp to Typesense in Airbyte

This includes selecting the data you want to extract - streams and columns -, the sync frequency, where in the destination you want that data to be loaded.

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TL;DR

This can be done by building a data pipeline manually, usually a Python script (you can leverage a tool as Apache Airflow for this). This process can take more than a full week of development. Or it can be done in minutes on Airbyte in three easy steps:

  1. set up Mailchimp as a source connector (using Auth, or usually an API key)
  2. set up Typesense as a destination connector
  3. define which data you want to transfer and how frequently

You can choose to self-host the pipeline using Airbyte Open Source or have it managed for you with Airbyte Cloud.

This tutorial’s purpose is to show you how.

What is Mailchimp

Mailchimp is a global marketing automation platform aimed at small to medium-sized businesses. Mailchimp provides essential marketing tools for growing a successful business, enabling businesses to automate messages and send marketing emails, create targeted business campaigns, expedite analytics and reporting, and effectively and efficiently sell online.

What is Typesense

Typesense is an open-source, typo-tolerant search engine optimized for an instant (typically sub-50ms) search-like-up-type experience and developer productivity. If you've heard of Elasticsearch or Algolia, a good way to think about Typesense is that it's an open source alternative to Algolia, with some key issues fixed and an easy-to-use battery-powered alternative to Elasticsearch.It works like a CDN, but for Search. Deploy nodes around the world, closest to your users, to provide them an ultra-fast search experience.

Integrate Mailchimp with Typesense in minutes

Try for free now

Prerequisites

  1. A Mailchimp account to transfer your customer data automatically from.
  2. A Typesense account.
  3. An active Airbyte Cloud account, or you can also choose to use Airbyte Open Source locally. You can follow the instructions to set up Airbyte on your system using docker-compose.

Airbyte is an open-source data integration platform that consolidates and streamlines the process of extracting and loading data from multiple data sources to data warehouses. It offers pre-built connectors, including Mailchimp and Typesense, for seamless data migration.

When using Airbyte to move data from Mailchimp to Typesense, it extracts data from Mailchimp using the source connector, converts it into a format Typesense can ingest using the provided schema, and then loads it into Typesense via the destination connector. This allows businesses to leverage their Mailchimp data for advanced analytics and insights within Typesense, simplifying the ETL process and saving significant time and resources.

Step 1: Set up Mailchimp as a source connector

1. Open the Airbyte platform and navigate to the "Sources" tab on the left-hand side of the screen.

2. Click on the "Add Source" button and select "Mailchimp" from the list of available connectors.

3. Enter a name for your Mailchimp source connector and click on the "Next" button.

4. Enter your Mailchimp API key in the provided field. You can find your API key by logging into your Mailchimp account and navigating to the "Account" section. From there, click on "Extras" and then "API keys".

5. Select the Mailchimp lists you want to sync with Airbyte by checking the boxes next to their names.

6. Choose the sync mode you want to use for your Mailchimp data. You can choose between "Full Refresh" and "Incremental".

7. Click on the "Test" button to ensure that your Mailchimp source connector is working properly.

8. If the test is successful, click on the "Create" button to save your Mailchimp source connector.

9. You can now use your Mailchimp source connector to sync your Mailchimp data with other destinations on the Airbyte platform.

Step 2: Set up Typesense as a destination connector

1. First, navigate to the Airbyte website and log in to your account.
2. Once you are logged in, click on the "Destinations" tab on the left-hand side of the screen.
3. Scroll down until you find the Typesense destination connector and click on it.
4. You will be prompted to enter your Typesense API key. Enter this information and click "Test Connection" to ensure that the connection is successful.
5. If the connection is successful, click "Save" to save your Typesense destination connector settings.
6. Next, navigate to the "Sources" tab on the left-hand side of the screen and select the source that you want to connect to your Typesense destination.
7. Follow the prompts to enter the necessary information for your source connector, such as the API key or database credentials.
8. Once you have entered all of the necessary information, click "Test Connection" to ensure that the connection is successful.
9. If the connection is successful, click "Save" to save your source connector settings.
10. Finally, click on the "Sync" tab on the left-hand side of the screen and select the source and destination connectors that you want to use for your data sync.
11. Follow the prompts to set up your data sync, such as selecting the tables or data types that you want to sync.
12. Once you have completed all of the necessary steps, click "Start Sync" to begin syncing your data between your source and Typesense destination connectors.

Step 3: Set up a connection to sync your Mailchimp data to Typesense

Once you've successfully connected Mailchimp as a data source and Typesense as a destination in Airbyte, you can set up a data pipeline between them with the following steps:

  1. Create a new connection: On the Airbyte dashboard, navigate to the 'Connections' tab and click the '+ New Connection' button.
  2. Choose your source: Select Mailchimp from the dropdown list of your configured sources.
  3. Select your destination: Choose Typesense from the dropdown list of your configured destinations.
  4. Configure your sync: Define the frequency of your data syncs based on your business needs. Airbyte allows both manual and automatic scheduling for your data refreshes.
  5. Select the data to sync: Choose the specific Mailchimp objects you want to import data from towards Typesense. You can sync all data or select specific tables and fields.
  6. Select the sync mode for your streams: Choose between full refreshes or incremental syncs (with deduplication if you want), and this for all streams or at the stream level. Incremental is only available for streams that have a primary cursor.
  7. Test your connection: Click the 'Test Connection' button to make sure that your setup works. If the connection test is successful, save your configuration.
  8. Start the sync: If the test passes, click 'Set Up Connection'. Airbyte will start moving data from Mailchimp to Typesense according to your settings.

Remember, Airbyte keeps your data in sync at the frequency you determine, ensuring your Typesense data warehouse is always up-to-date with your Mailchimp data.

Use Cases to transfer your Mailchimp data to Typesense

Integrating data from Mailchimp to Typesense provides several benefits. Here are a few use cases:

  1. Advanced Analytics: Typesense’s powerful data processing capabilities enable you to perform complex queries and data analysis on your Mailchimp data, extracting insights that wouldn't be possible within Mailchimp alone.
  2. Data Consolidation: If you're using multiple other sources along with Mailchimp, syncing to Typesense allows you to centralize your data for a holistic view of your operations, and to set up a change data capture process so you never have any discrepancies in your data again.
  3. Historical Data Analysis: Mailchimp has limits on historical data. Syncing data to Typesense allows for long-term data retention and analysis of historical trends over time.
  4. Data Security and Compliance: Typesense provides robust data security features. Syncing Mailchimp data to Typesense ensures your data is secured and allows for advanced data governance and compliance management.
  5. Scalability: Typesense can handle large volumes of data without affecting performance, providing an ideal solution for growing businesses with expanding Mailchimp data.
  6. Data Science and Machine Learning: By having Mailchimp data in Typesense, you can apply machine learning models to your data for predictive analytics, customer segmentation, and more.
  7. Reporting and Visualization: While Mailchimp provides reporting tools, data visualization tools like Tableau, PowerBI, Looker (Google Data Studio) can connect to Typesense, providing more advanced business intelligence options. If you have a Mailchimp table that needs to be converted to a Typesense table, Airbyte can do that automatically.

Wrapping Up

To summarize, this tutorial has shown you how to:

  1. Configure a Mailchimp account as an Airbyte data source connector.
  2. Configure Typesense as a data destination connector.
  3. Create an Airbyte data pipeline that will automatically be moving data directly from Mailchimp to Typesense after you set a schedule

With Airbyte, creating data pipelines take minutes, and the data integration possibilities are endless. Airbyte supports the largest catalog of API tools, databases, and files, among other sources. Airbyte's connectors are open-source, so you can add any custom objects to the connector, or even build a new connector from scratch without any local dev environment or any data engineer within 10 minutes with the no-code connector builder.

We look forward to seeing you make use of it! We invite you to join the conversation on our community Slack Channel, or sign up for our newsletter. You should also check out other Airbyte tutorials, and Airbyte’s content hub!

What should you do next?

Hope you enjoyed the reading. Here are the 3 ways we can help you in your data journey:

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Sync with Airbyte

How to Sync Mailchimp to Typesense Manually

FAQs

ETL, an acronym for Extract, Transform, Load, is a vital data integration process. It involves extracting data from diverse sources, transforming it into a usable format, and loading it into a database, data warehouse or data lake. This process enables meaningful data analysis, enhancing business intelligence.

Mailchimp is a global marketing automation platform aimed at small to medium-sized businesses. Mailchimp provides essential marketing tools for growing a successful business, enabling businesses to automate messages and send marketing emails, create targeted business campaigns, expedite analytics and reporting, and effectively and efficiently sell online.

Mailchimp's API provides access to a wide range of data related to email marketing campaigns. The following are the categories of data that can be accessed through Mailchimp's API:  

1. Lists: Information about the email lists, including the number of subscribers, the date of creation, and the list name.  

2. Campaigns: Data related to email campaigns, including the campaign name, the number of recipients, the open rate, click-through rate, and bounce rate.  

3. Subscribers: Information about the subscribers, including their email address, name, location, and subscription status.  

4. Reports: Detailed reports on the performance of email campaigns, including open rates, click-through rates, and bounce rates.  

5. Templates: Access to email templates that can be used to create new campaigns.  

6. Automation: Data related to automated email campaigns, including the number of subscribers, the date of creation, and the automation name.  

7. Tags: Information about tags that can be used to categorize subscribers and campaigns.  

Overall, Mailchimp's API provides a comprehensive set of data that can be used to analyze and optimize email marketing campaigns.

This can be done by building a data pipeline manually, usually a Python script (you can leverage a tool as Apache Airflow for this). This process can take more than a full week of development. Or it can be done in minutes on Airbyte in three easy steps: 
1. Set up Mailchimp to Typesense as a source connector (using Auth, or usually an API key)
2. Choose a destination (more than 50 available destination databases, data warehouses or lakes) to sync data too and set it up as a destination connector
3. Define which data you want to transfer from Mailchimp to Typesense and how frequently
You can choose to self-host the pipeline using Airbyte Open Source or have it managed for you with Airbyte Cloud. 

ELT, standing for Extract, Load, Transform, is a modern take on the traditional ETL data integration process. In ELT, data is first extracted from various sources, loaded directly into a data warehouse, and then transformed. This approach enhances data processing speed, analytical flexibility and autonomy.

ETL and ELT are critical data integration strategies with key differences. ETL (Extract, Transform, Load) transforms data before loading, ideal for structured data. In contrast, ELT (Extract, Load, Transform) loads data before transformation, perfect for processing large, diverse data sets in modern data warehouses. ELT is becoming the new standard as it offers a lot more flexibility and autonomy to data analysts.

Engineering Analytics
Marketing Analytics

How to load data from Mailchimp to Typesense

Learn how to use Airbyte to synchronize your Mailchimp data into Typesense within minutes.

TL;DR

This can be done by building a data pipeline manually, usually a Python script (you can leverage a tool as Apache Airflow for this). This process can take more than a full week of development. Or it can be done in minutes on Airbyte in three easy steps:

  1. set up Mailchimp as a source connector (using Auth, or usually an API key)
  2. set up Typesense as a destination connector
  3. define which data you want to transfer and how frequently

You can choose to self-host the pipeline using Airbyte Open Source or have it managed for you with Airbyte Cloud.

This tutorial’s purpose is to show you how.

What is Mailchimp

Mailchimp is a global marketing automation platform aimed at small to medium-sized businesses. Mailchimp provides essential marketing tools for growing a successful business, enabling businesses to automate messages and send marketing emails, create targeted business campaigns, expedite analytics and reporting, and effectively and efficiently sell online.

What is Typesense

Typesense is an open-source, typo-tolerant search engine optimized for an instant (typically sub-50ms) search-like-up-type experience and developer productivity. If you've heard of Elasticsearch or Algolia, a good way to think about Typesense is that it's an open source alternative to Algolia, with some key issues fixed and an easy-to-use battery-powered alternative to Elasticsearch.It works like a CDN, but for Search. Deploy nodes around the world, closest to your users, to provide them an ultra-fast search experience.

Integrate Mailchimp with Typesense in minutes

Try for free now

Prerequisites

  1. A Mailchimp account to transfer your customer data automatically from.
  2. A Typesense account.
  3. An active Airbyte Cloud account, or you can also choose to use Airbyte Open Source locally. You can follow the instructions to set up Airbyte on your system using docker-compose.

Airbyte is an open-source data integration platform that consolidates and streamlines the process of extracting and loading data from multiple data sources to data warehouses. It offers pre-built connectors, including Mailchimp and Typesense, for seamless data migration.

When using Airbyte to move data from Mailchimp to Typesense, it extracts data from Mailchimp using the source connector, converts it into a format Typesense can ingest using the provided schema, and then loads it into Typesense via the destination connector. This allows businesses to leverage their Mailchimp data for advanced analytics and insights within Typesense, simplifying the ETL process and saving significant time and resources.

Step 1: Set up Mailchimp as a source connector

1. Open the Airbyte platform and navigate to the "Sources" tab on the left-hand side of the screen.

2. Click on the "Add Source" button and select "Mailchimp" from the list of available connectors.

3. Enter a name for your Mailchimp source connector and click on the "Next" button.

4. Enter your Mailchimp API key in the provided field. You can find your API key by logging into your Mailchimp account and navigating to the "Account" section. From there, click on "Extras" and then "API keys".

5. Select the Mailchimp lists you want to sync with Airbyte by checking the boxes next to their names.

6. Choose the sync mode you want to use for your Mailchimp data. You can choose between "Full Refresh" and "Incremental".

7. Click on the "Test" button to ensure that your Mailchimp source connector is working properly.

8. If the test is successful, click on the "Create" button to save your Mailchimp source connector.

9. You can now use your Mailchimp source connector to sync your Mailchimp data with other destinations on the Airbyte platform.

Step 2: Set up Typesense as a destination connector

1. First, navigate to the Airbyte website and log in to your account.
2. Once you are logged in, click on the "Destinations" tab on the left-hand side of the screen.
3. Scroll down until you find the Typesense destination connector and click on it.
4. You will be prompted to enter your Typesense API key. Enter this information and click "Test Connection" to ensure that the connection is successful.
5. If the connection is successful, click "Save" to save your Typesense destination connector settings.
6. Next, navigate to the "Sources" tab on the left-hand side of the screen and select the source that you want to connect to your Typesense destination.
7. Follow the prompts to enter the necessary information for your source connector, such as the API key or database credentials.
8. Once you have entered all of the necessary information, click "Test Connection" to ensure that the connection is successful.
9. If the connection is successful, click "Save" to save your source connector settings.
10. Finally, click on the "Sync" tab on the left-hand side of the screen and select the source and destination connectors that you want to use for your data sync.
11. Follow the prompts to set up your data sync, such as selecting the tables or data types that you want to sync.
12. Once you have completed all of the necessary steps, click "Start Sync" to begin syncing your data between your source and Typesense destination connectors.

Step 3: Set up a connection to sync your Mailchimp data to Typesense

Once you've successfully connected Mailchimp as a data source and Typesense as a destination in Airbyte, you can set up a data pipeline between them with the following steps:

  1. Create a new connection: On the Airbyte dashboard, navigate to the 'Connections' tab and click the '+ New Connection' button.
  2. Choose your source: Select Mailchimp from the dropdown list of your configured sources.
  3. Select your destination: Choose Typesense from the dropdown list of your configured destinations.
  4. Configure your sync: Define the frequency of your data syncs based on your business needs. Airbyte allows both manual and automatic scheduling for your data refreshes.
  5. Select the data to sync: Choose the specific Mailchimp objects you want to import data from towards Typesense. You can sync all data or select specific tables and fields.
  6. Select the sync mode for your streams: Choose between full refreshes or incremental syncs (with deduplication if you want), and this for all streams or at the stream level. Incremental is only available for streams that have a primary cursor.
  7. Test your connection: Click the 'Test Connection' button to make sure that your setup works. If the connection test is successful, save your configuration.
  8. Start the sync: If the test passes, click 'Set Up Connection'. Airbyte will start moving data from Mailchimp to Typesense according to your settings.

Remember, Airbyte keeps your data in sync at the frequency you determine, ensuring your Typesense data warehouse is always up-to-date with your Mailchimp data.

Use Cases to transfer your Mailchimp data to Typesense

Integrating data from Mailchimp to Typesense provides several benefits. Here are a few use cases:

  1. Advanced Analytics: Typesense’s powerful data processing capabilities enable you to perform complex queries and data analysis on your Mailchimp data, extracting insights that wouldn't be possible within Mailchimp alone.
  2. Data Consolidation: If you're using multiple other sources along with Mailchimp, syncing to Typesense allows you to centralize your data for a holistic view of your operations, and to set up a change data capture process so you never have any discrepancies in your data again.
  3. Historical Data Analysis: Mailchimp has limits on historical data. Syncing data to Typesense allows for long-term data retention and analysis of historical trends over time.
  4. Data Security and Compliance: Typesense provides robust data security features. Syncing Mailchimp data to Typesense ensures your data is secured and allows for advanced data governance and compliance management.
  5. Scalability: Typesense can handle large volumes of data without affecting performance, providing an ideal solution for growing businesses with expanding Mailchimp data.
  6. Data Science and Machine Learning: By having Mailchimp data in Typesense, you can apply machine learning models to your data for predictive analytics, customer segmentation, and more.
  7. Reporting and Visualization: While Mailchimp provides reporting tools, data visualization tools like Tableau, PowerBI, Looker (Google Data Studio) can connect to Typesense, providing more advanced business intelligence options. If you have a Mailchimp table that needs to be converted to a Typesense table, Airbyte can do that automatically.

Wrapping Up

To summarize, this tutorial has shown you how to:

  1. Configure a Mailchimp account as an Airbyte data source connector.
  2. Configure Typesense as a data destination connector.
  3. Create an Airbyte data pipeline that will automatically be moving data directly from Mailchimp to Typesense after you set a schedule

With Airbyte, creating data pipelines take minutes, and the data integration possibilities are endless. Airbyte supports the largest catalog of API tools, databases, and files, among other sources. Airbyte's connectors are open-source, so you can add any custom objects to the connector, or even build a new connector from scratch without any local dev environment or any data engineer within 10 minutes with the no-code connector builder.

We look forward to seeing you make use of it! We invite you to join the conversation on our community Slack Channel, or sign up for our newsletter. You should also check out other Airbyte tutorials, and Airbyte’s content hub!

What should you do next?

Hope you enjoyed the reading. Here are the 3 ways we can help you in your data journey:

flag icon
Easily address your data movement needs with Airbyte Cloud
Take the first step towards extensible data movement infrastructure that will give a ton of time back to your data team. 
Get started with Airbyte for free
high five icon
Talk to a data infrastructure expert
Get a free consultation with an Airbyte expert to significantly improve your data movement infrastructure. 
Talk to sales
stars sparkling
Improve your data infrastructure knowledge
Subscribe to our monthly newsletter and get the community’s new enlightening content along with Airbyte’s progress in their mission to solve data integration once and for all.
Subscribe to newsletter

Connectors Used

What should you do next?

Hope you enjoyed the reading. Here are the 3 ways we can help you in your data journey:

flag icon
Easily address your data movement needs with Airbyte Cloud
Take the first step towards extensible data movement infrastructure that will give a ton of time back to your data team. 
Get started with Airbyte for free
high five icon
Talk to a data infrastructure expert
Get a free consultation with an Airbyte expert to significantly improve your data movement infrastructure. 
Talk to sales
stars sparkling
Improve your data infrastructure knowledge
Subscribe to our monthly newsletter and get the community’s new enlightening content along with Airbyte’s progress in their mission to solve data integration once and for all.
Subscribe to newsletter

Connectors Used

Frequently Asked Questions

What data can you extract from Mailchimp?

Mailchimp's API provides access to a wide range of data related to email marketing campaigns. The following are the categories of data that can be accessed through Mailchimp's API:  

1. Lists: Information about the email lists, including the number of subscribers, the date of creation, and the list name.  

2. Campaigns: Data related to email campaigns, including the campaign name, the number of recipients, the open rate, click-through rate, and bounce rate.  

3. Subscribers: Information about the subscribers, including their email address, name, location, and subscription status.  

4. Reports: Detailed reports on the performance of email campaigns, including open rates, click-through rates, and bounce rates.  

5. Templates: Access to email templates that can be used to create new campaigns.  

6. Automation: Data related to automated email campaigns, including the number of subscribers, the date of creation, and the automation name.  

7. Tags: Information about tags that can be used to categorize subscribers and campaigns.  

Overall, Mailchimp's API provides a comprehensive set of data that can be used to analyze and optimize email marketing campaigns.

What data can you transfer to Typesense?

You can transfer a wide variety of data to Typesense. This usually includes structured, semi-structured, and unstructured data like transaction records, log files, JSON data, CSV files, and more, allowing robust, scalable data integration and analysis.

What are top ETL tools to transfer data from Mailchimp to Typesense?

The most prominent ETL tools to transfer data from Mailchimp to Typesense include:

  • Airbyte
  • Fivetran
  • Stitch
  • Matillion
  • Talend Data Integration

These tools help in extracting data from Mailchimp and various sources (APIs, databases, and more), transforming it efficiently, and loading it into Typesense and other databases, data warehouses and data lakes, enhancing data management capabilities.

What should you do next?

Hope you enjoyed the reading. Here are the 3 ways we can help you in your data journey:

flag icon
Easily address your data movement needs with Airbyte Cloud
Take the first step towards extensible data movement infrastructure that will give a ton of time back to your data team. 
Get started with Airbyte for free
high five icon
Talk to a data infrastructure expert
Get a free consultation with an Airbyte expert to significantly improve your data movement infrastructure. 
Talk to sales
stars sparkling
Improve your data infrastructure knowledge
Subscribe to our monthly newsletter and get the community’s new enlightening content along with Airbyte’s progress in their mission to solve data integration once and for all.
Subscribe to newsletter

Connectors Used