Sync from Mailchimp to Clickhouse

with open data movement

Extract and load (ELT) your Mailchimp data into Clickhouse in minutes with our open-source data integration connector.

Eliminate the time you spend on building and maintaining your data pipelines by integrating your data with Airbyte instead.

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Start syncing data from Mailchimp to Clickhouse in three easy steps

Setup a Mailchimp connector in Airbyte

Connect to Mailchimp or one of 400 Airbyte data sources through simple account authentication

Set up Clickhouse as the destination connector

Connect to Clickhouse or one of 50+ Airbyte data destinations through simple account authentication

Sync your Data

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

Get started for free

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Ship more quickly with the only solution that fits ALL your needs.

As your tools and edge cases grow, you deserve an extensible and open ELT solution that eliminates the time you spend on building and maintaining data pipelines

Leverage the largest catalog of connectors

Airbyte’s catalog of 300+ pre-built, no-code connectors is the largest in the industry and is doubling every year, thanks to its open-source community, while closed-source catalogs have plateaued.

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Cover your custom needs with our extensibility

Build custom connectors in 10 min with our Connector Development Kit (CDK), and get them maintained by us or our community. Add them to Airbyte to enable your whole team to leverage them.

Customize ANY Airbyte connectors to address Your custom needs. Our connector’s code is open-source, so you can edit it as you see fit.

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Free your time from maintaining connectors, with automation

Get your pipelines automated and running in minutes from our intuitive UI, API and CLI (coming soon).

Automated schema change handling, data normalization and more
Automated data transformation orchestration with our dbt integration
Automated workflow with our Airflow, Dagster and Prefect integration

Explore our demo app

Reliability at every level

Airbyte ensure your team’s time is no longer time spent on maintenance with our reliability SLAs on our GA connectors.

Airbyte will also give you visibility and control of your data freshness at the stream level for all your connections.

It’s never been easier to integrate your Mailchimp data into Clickhouse

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Why choose Airbyte as the backbone of your data infrastructure?

Keep your data engineering costs in check

Building and maintaining custom connectors have become 5x easier with Airbyte. Enable your data engineering teams to focus on projects that are more valuable to your business.

Given 44% of data teams are spent on maintaining brittle in-house connectors, this is a new level of internal resources that you get back.

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Get Airbyte hosted where you need it to be

Airbyte helps you deploy your pipelines in production with two deployment options for the data plane:

Airbyte Cloud: Have it hosted by us, with all the security you need (SOC2, ISO, GDPR, HIPAA Conduit).

Airbyte Enterprise: Have it hosted within your own infrastructure, so your data and secrets never leave it.

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With an average response rate of 10 minutes or less and a Customer Satisfaction score of 96/100, our team is ready to support your data integration journey all over the world.

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Case study

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Fnatic, based out of London, is the world's leading esports organization, with a winning legacy of 16 years and counting in over 28 different titles, generating over 13m USD in prize money. Fnatic has an engaged follower base of 14m across their social media platforms and hundreds of millions of people watch their teams compete in League of Legends, CS:GO, Dota 2, Rainbow Six Siege, and many more titles every year.

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FAQs

What is ETL?

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.

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 Clickhouse?

ClickHouse is an open-source, column-oriented OLAP database management system that allows users to generate analytical reports using SQL queries. Also offered as a secure and scalable service in the cloud, ClickHouse Cloud allows anyone to effortlessly take advantage of efficient real time analytical processing.

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.

How do I transfer data from Mailchimp to Clickhouse?

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 Clickhouse 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.

What are top ETL tools to extract data from

The most prominent ETL tools to transfer data from Mailchimp to Clickhouse include:
- Airbyte
- Fivetran
- StitchData
- 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 Clickhouse and other databases, data warehouses and data lakes, enhancing data management capabilities.

What is ELT?

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.

Difference between ETL and ELT?

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.

Mailchimp to Clickhouse in minutes.

ETL your Mailchimp data into Clickhouse, in minutes, for free, with our open-source data integration connectors. In the format you need with post-load transformation.

Get started for free

We don't support the

Clickhouse

connector yet. Scroll down to upvote and prioritize it, or check our Connector Development Kit to build it within 2 hours.

We don't support the

Mailchimp

connector yet. Scroll down to upvote and prioritize it, or check our Connector Development Kit to build it within 2 hours.

We don't support the

Mailchimp

and

Clickhouse

connectors yet. Scroll down to upvote and prioritize them, or check our Connector Development Kit to build it within 2 hours.

Marketing Analytics

Select the Mailchimp data that you want to replicate.

The Mailchimp source connector can be used to sync the following tables:

Lists

Includes lists info, fields, exclude_fields, count, offset, before_date_created, since_date_created, before_campaign_last_sent, email, has_ecommerce_store, include_total_contacts, and more.

Campaigns

Includes campaign_id, fields, exclude_fields, id, web_id, parent_campaign_id, type, status, emails_sent, send_time, content_type, resendable, recipients, settings, variate_settings, tracking, rss_opts, ab_split_opts, social_card, report_summary, delivery_status, _links, and more.

Check the docs

View this Mailchimp connector to upvote it

About Mailchimp

Start analyzing your Mailchimp data in minutes with the right data transformation

Full control over the data

You select the data you want to replicate, and this for each destination you want to replicate your

Mailchimp

data to.

Normalized schemas

You can opt for getting the raw data, or to explode all nested API objects in separate tables.

Custom transformation via dbt

You can add any dbt transformation model you want and even sequence them in the order you need, so you get the data in the exact format you need at your cloud data warehouse, lake or data base.

Airbyte is designed to address 100% of your Clickhouse needs

Scheduled updates

Automate replications with recurring incremental updates to

Clickhouse

Replicate Salesforce data to Snowflake with incremental

Manual full refresh

Easily re-sync all your data when

Clickhouse

has been desynchronized from the data source.

Change Data Capture for databases

Ensure your database are up to date with log-based incremental replication.

Check how log replication works for PostgreSQL

Check the docs

View this Clickhouse connector to upvote it

About Clickhouse

Why Choose Airbyte for your Mailchimp and Clickhouse data integration

Airbyte is the new open-source ETL platform, and enables you to replicate your

Mailchimp

data in the destination of your choice, in minutes.

Maintenance-free

Heading

connector

Just authenticate your Mailchimp account and destination, and your new Mailchimp data integration will adapt to schema / API changes.

Extensible as open-sourced

With Airbyte, you can easily adapt the open-source Mailchimp ETL connector to your exact needs. All connectors are open-sourced.

No more security compliance issues

Use Airbyte’s open-source edition to test your data pipeline without going through 3rd-party services. This will make your security team happy.

Normalized schemas

Engineers can opt for raw data, analysts for normalized schemas. Airbyte offers several options that you can leverage with dbt.

Orchestration & scheduling

Airbyte integrates with your existing stack. It can run with Airflow & Kubernetes and more are coming.

Monitoring & alerts on your terms

Delays happen. We log everything and let you know when issues arise. Use our webhook to get notifications the way you want.

Check out our features

Mailchimp To ClickHouse in minutes

ETL your Mailchimp data into Clickhouse, in minutes, for free, with our open-source data integration connectors. In the format you need with post-load transformation.

Get started for free

We don't support the

Mailchimp

connector yet. Scroll down to upvote and prioritize it, or check our Connector Development Kit to build it within 2 hours.

We don't support the

Clickhouse

connector yet. Scroll down to upvote and prioritize it, or check our Connector Development Kit to build it within 2 hours.

We don't support the

Mailchimp

and

Clickhouse

connectors yet. Scroll down to upvote and prioritize them, or check our Connector Development Kit to build it within 2 hours.

Airbyte is designed to address 100% of your Mailchimp database needs.

Full control over the data

The

Mailchimp

source does not alter the schema present in your database. Depending on the destination connected to this source, however, the schema may be altered.

Scheduled updates

Automate replications with recurring incremental updates.