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How to load data from Strava to Starburst Galaxy

Learn how to use Airbyte to synchronize your Strava data into Starburst Galaxy 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 Strava as a source connector (using Auth, or usually an API key)
  2. set up Starburst Galaxy 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 Strava

Strava is a late-stage venture company and fitness-focused social app for tracking exercise. It is one of the most popular fitness apps for those with a competitive edge. Strava is an online network where runners and cyclists can record their activities, compare performance, and compete with their community. Strava is a worldwide community of millions of runners, cyclists and triathletes, united by the fellowship of sport. Strava is a free digital service available through both mobile applications and the web.

What is Starburst Galaxy

Starburst Data is a data access and analytics company that offers a cloud-native, SQL-based query engine called Presto. Their mission is to enable organizations to access and analyze data across various sources efficiently and at scale. Starburst Data provides an enterprise-grade platform that leverages the power of Presto to query data residing in different databases, data lakes, and cloud storage systems, eliminating data silos and accelerating insights. With a focus on performance, security, and ease of use, Starburst Data empowers businesses to unlock the value of their data, enabling faster decision-making and advanced analytics capabilities.

Integrate Strava with Starburst Galaxy in minutes

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Prerequisites

  1. A Strava account to transfer your customer data automatically from.
  2. A Starburst Galaxy 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 Strava and Starburst Galaxy, for seamless data migration.

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

Step 1: Set up Strava as a source connector

1. Go to the Airbyte website and navigate to the "Sources" tab.
2. Find the Strava source connector and click on it.
3. Click on the "Create new connection" button.
4. Enter a name for your connection and click on "Next".
5. Enter your Strava credentials (email and password) and click on "Authorize".
6. Select the data you want to sync from Strava (activities, athletes, etc.) and click on "Next".
7. Choose the frequency of the sync (hourly, daily, weekly, etc.) and click on "Next".
8. Review your connection settings and click on "Create connection".
9. Wait for the sync to complete and check the status of your connection on the Airbyte dashboard.  

Note: It is important to ensure that your Strava account has the necessary permissions to allow Airbyte to access your data. You may need to adjust your Strava privacy settings to enable this. Additionally, it is recommended to review the Airbyte documentation for more detailed instructions and troubleshooting tips.

Step 2: Set up Starburst Galaxy as a destination connector

1. First, navigate to the connectors page on Airbyte and select the Starburst Galaxy destination connector.
2. Next, enter the required credentials for your Starburst Galaxy account, including the host, port, database name, username, and password.
3. Once you have entered your credentials, click on the "Test Connection" button to ensure that the connection is successful.
4. If the connection is successful, you can then configure the settings for your destination connector, including the table name, schema, and any additional options.
5. After configuring your settings, you can then run a sync to transfer data from your source connector to your Starburst Galaxy destination.
6. You can monitor the progress of your sync and view any errors or warnings that may occur during the transfer process.
7. Once the sync is complete, you can then view your data in your Starburst Galaxy database and use it for analysis or other purposes.

Step 3: Set up a connection to sync your Strava data to Starburst Galaxy

Once you've successfully connected Strava as a data source and Starburst Galaxy 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 Strava from the dropdown list of your configured sources.
  3. Select your destination: Choose Starburst Galaxy 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 Strava objects you want to import data from towards Starburst Galaxy. 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 Strava to Starburst Galaxy according to your settings.

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

Use Cases to transfer your Strava data to Starburst Galaxy

Integrating data from Strava to Starburst Galaxy provides several benefits. Here are a few use cases:

  1. Advanced Analytics: Starburst Galaxy’s powerful data processing capabilities enable you to perform complex queries and data analysis on your Strava data, extracting insights that wouldn't be possible within Strava alone.
  2. Data Consolidation: If you're using multiple other sources along with Strava, syncing to Starburst Galaxy 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: Strava has limits on historical data. Syncing data to Starburst Galaxy allows for long-term data retention and analysis of historical trends over time.
  4. Data Security and Compliance: Starburst Galaxy provides robust data security features. Syncing Strava data to Starburst Galaxy ensures your data is secured and allows for advanced data governance and compliance management.
  5. Scalability: Starburst Galaxy can handle large volumes of data without affecting performance, providing an ideal solution for growing businesses with expanding Strava data.
  6. Data Science and Machine Learning: By having Strava data in Starburst Galaxy, you can apply machine learning models to your data for predictive analytics, customer segmentation, and more.
  7. Reporting and Visualization: While Strava provides reporting tools, data visualization tools like Tableau, PowerBI, Looker (Google Data Studio) can connect to Starburst Galaxy, providing more advanced business intelligence options. If you have a Strava table that needs to be converted to a Starburst Galaxy table, Airbyte can do that automatically.

Wrapping Up

To summarize, this tutorial has shown you how to:

  1. Configure a Strava account as an Airbyte data source connector.
  2. Configure Starburst Galaxy as a data destination connector.
  3. Create an Airbyte data pipeline that will automatically be moving data directly from Strava to Starburst Galaxy 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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Take the first step towards extensible data movement infrastructure that will give a ton of time back to your data team. 
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Talk to a data infrastructure expert
Get a free consultation with an Airbyte expert to significantly improve your data movement infrastructure. 
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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 Strava?

Strava's API provides access to a wide range of data related to user activities on the platform. The following are the categories of data that can be accessed through Strava's API:

1. Athlete data: This includes information about the user's profile, such as name, age, gender, weight, and location.  
2. Activity data: This includes information about the user's activities, such as distance, duration, speed, elevation, and heart rate.  
3. Segment data: This includes information about the user's performance on specific segments, such as the segment name, distance, elevation, and leaderboard rankings.  
4. Route data: This includes information about the user's created routes, such as the route name, distance, elevation, and map coordinates.  
5. Club data: This includes information about the user's clubs, such as the club name, description, and member list.  
6. Gear data: This includes information about the user's gear, such as the gear name, type, and usage statistics.  
7. Authorization data: This includes information about the user's authorization status, such as access tokens and refresh tokens.

What data can you transfer to Starburst Galaxy?

You can transfer a wide variety of data to Starburst Galaxy. 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 Strava to Starburst Galaxy?

The most prominent ETL tools to transfer data from Strava to Starburst Galaxy include:

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

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