Sync from SurveyCTO to BigQuery

with open data movement

Extract and load (ELT) your SurveyCTO data into BigQuery 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 SurveyCTO to BigQuery in three easy steps

1

Setup a SurveyCTO connector in Airbyte

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

2

Set up BigQuery as the destination connector

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

3

Sync your Data

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

LOVED by 10,000 (DATA) ENGINEERS

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.

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.

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 SurveyCTO data into BigQuery

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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.

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.

Including for your Airbyte Open Source instance with our premium support.
Case study
Consolidating data silos at Fnatic

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.

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 SurveyCTO?

SurveyCTO is a data collection platform that enables researchers, development professionals, and organizations to collect high-quality data using mobile devices. It offers a range of features such as offline data collection, real-time monitoring, and customizable forms that can be used for surveys, assessments, and evaluations. The platform also includes advanced data management tools, such as data cleaning and analysis, to help users make sense of their data. SurveyCTO is designed to be user-friendly and accessible, with support for multiple languages and a range of mobile devices. It is used by organizations around the world to collect data for research, monitoring, and evaluation purposes.

What is BigQuery?

BigQuery is an enterprise data warehouse that draws on the processing power of Google Cloud Storage to enable fast processing of SQL queries through massive datasets. BigQuery helps businesses select the most appropriate software provider to assemble their data, based on the platforms the business uses. Once a business’ data is acculumated, it is moved into BigQuery. The company controls access to the data, but BigQuery stores and processes it for greater speed and convenience.

What data can you extract from SurveyCTO?

SurveyCTO's API provides access to a wide range of data related to surveys and data collection. The following are the categories of data that can be accessed through SurveyCTO's API:

1. Survey metadata: This includes information about the survey such as the survey name, form ID, and version.

2. Form data: This includes the data collected through the survey, such as responses to questions, timestamps, and geolocation data.

3. User data: This includes information about the users who have access to the survey, such as their usernames, roles, and permissions.

4. Device data: This includes information about the devices used to collect data, such as the device ID, model, and operating system.

5. Audit data: This includes information about the actions taken on the survey, such as when it was created, modified, or deleted.

6. Error data: This includes information about any errors that occurred during data collection, such as missing data or invalid responses.

Overall, SurveyCTO's API provides a comprehensive set of data that can be used to analyze and improve data collection processes.

How do I transfer data from SurveyCTO to BigQuery?

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 SurveyCTO as a source connector (using Auth, or usually an API key)
2. Set up BigQuery 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 SurveyCTO to BigQuery include:
- Airbyte
- Fivetran
- StitchData
- Matillion
- Talend Data Integration
These tools help in extracting data from SurveyCTO and various sources (APIs, databases, and more), transforming it efficiently, and loading it into BigQuery 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.

SurveyCTO to BigQuery in minutes.

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

We don't support the
BigQuery
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
SurveyCTO
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
SurveyCTO
and
BigQuery
connectors yet. Scroll down to upvote and prioritize them, or check our Connector Development Kit to build it within 2 hours.

Select the SurveyCTO data that you want to replicate.

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

About SurveyCTO

SurveyCTO is a data collection platform that enables researchers, development professionals, and organizations to collect high-quality data using mobile devices. It offers a range of features such as offline data collection, real-time monitoring, and customizable forms that can be used for surveys, assessments, and evaluations. The platform also includes advanced data management tools, such as data cleaning and analysis, to help users make sense of their data. SurveyCTO is designed to be user-friendly and accessible, with support for multiple languages and a range of mobile devices. It is used by organizations around the world to collect data for research, monitoring, and evaluation purposes.

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

airbyte data transformation screenshot

Full control over the data

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

SurveyCTO

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 BigQuery needs

calendar icon

Scheduled updates

Automate replications with recurring incremental updates to

BigQuery

.

play
Replicate Salesforce data to Snowflake with incremental

Manual full refresh

Easily re-sync all your data when

BigQuery

has been desynchronized from the data source.

Change Data Capture for databases

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

play
Check how log replication works for PostgreSQL

About BigQuery

BigQuery is an enterprise data warehouse that draws on the processing power of Google Cloud Storage to enable fast processing of SQL queries through massive datasets. BigQuery helps businesses select the most appropriate software provider to assemble their data, based on the platforms the business uses. Once a business’ data is acculumated, it is moved into BigQuery. The company controls access to the data, but BigQuery stores and processes it for greater speed and convenience.

Why Choose Airbyte for your SurveyCTO and BigQuery data integration

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

SurveyCTO

data in the destination of your choice, in minutes.

Maintenance-free

Heading

connector

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

Extensible as open-sourced

With Airbyte, you can easily adapt the open-source SurveyCTO 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.

SurveyCTO to BigQuery in minutes

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

We don't support the
SurveyCTO
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
BigQuery
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
SurveyCTO
and
BigQuery
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 SurveyCTO database needs.

Full control over the data

The 

SurveyCTO

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

calendar icon

Scheduled updates

Automate replications with recurring incremental updates.

Log-based incremental replication

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

play
Check how log replication works for PostgreSQL

About SurveyCTO

SurveyCTO is a data collection platform that enables researchers, development professionals, and organizations to collect high-quality data using mobile devices. It offers a range of features such as offline data collection, real-time monitoring, and customizable forms that can be used for surveys, assessments, and evaluations. The platform also includes advanced data management tools, such as data cleaning and analysis, to help users make sense of their data. SurveyCTO is designed to be user-friendly and accessible, with support for multiple languages and a range of mobile devices. It is used by organizations around the world to collect data for research, monitoring, and evaluation purposes.

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

airbyte data transformation screenshot

Full control over the data

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

calendar icon

Scheduled updates

Automate replications with recurring incremental updates to BigQuery.

play
Replicate Salesforce data to Snowflake with incremental

Manual full refresh

Easily re-sync all your data when BigQuery has been desynchronized from the data source.

Change Data Capture for databases

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

play
Check how log replication works for PostgreSQL

About BigQuery

BigQuery is an enterprise data warehouse that draws on the processing power of Google Cloud Storage to enable fast processing of SQL queries through massive datasets. BigQuery helps businesses select the most appropriate software provider to assemble their data, based on the platforms the business uses. Once a business’ data is acculumated, it is moved into BigQuery. The company controls access to the data, but BigQuery stores and processes it for greater speed and convenience.

Why choose Airbyte for your SurveyCTO and BigQuery data integration.

Airbyte is the new open-source ETL platform, and enables you to replicate your SurveyCTO data in the destination of your choice, in minutes.

Maintenance-free

Heading

connector

Just authenticate your

SurveyCTO

account and destination, and your new

SurveyCTO

data integration will adapt to schema / API changes.

Extensible as open-sourced

With Airbyte, you can easily adapt the open-source

SurveyCTO

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.