What does the Dallas TX 311 data include?

One table, service requests, with one row per service request.

Do I need an account with Dallas TX 311?

No. The data is public, so there is nothing to sign up for and nothing to paste in.

How fresh is the data?

As fresh as your schedule: daily by default, or weekly or monthly. Schedules as often as every 15 minutes are on the Enterprise plan. Each run adds requests created since the last run. A request changed later, for example when it is closed, keeps the values it had when first loaded.

Will running it again create duplicate rows?

No. Each row is stored once, by its key: when a run reads a row that is already there, it replaces that copy instead of adding a second one.

Do I need to write code?

No. Ingest builds, runs and maintains the connector. Someone with access to your warehouse connects it once, following a short guide.

Dallas TX 311

Public data

Ready to useNo account needed

All service requests made to Dallas, Texas's 311 line since October 2020, as the city publishes them. Ingest delivers this data to a data warehouse you own as one table, and updates it on the schedule you choose. There is no code to write and nothing to install.

2.6 millionservice requests as of September 2026
About 8,800new service requests a week
1 tableone row per service request

What people use it for

Watch demand over timeTrack how many requests are made, week by week or year by year.
Compare requests against their target dateSee each request's due date next to when it was made.

What you get

Table	Each row is
Service requests `records`	One service request

Good to know

Each run adds requests created since the last run. A request changed later, for example when it is closed, keeps the values it had when first loaded.

How it works

Choose Dallas TX 311. The data is public, so there is nothing to sign in to.
Pick where it goes. BigQuery, Snowflake, Databricks, Redshift and 10 more, in an account you own.
Pick a schedule. Daily is the default, and weekly and monthly are there too.
Ingest runs it from then on. If a run fails, your dashboard shows which table and why.

Questions

What does the Dallas TX 311 data include?: One table, service requests, with one row per service request.
Do I need an account with Dallas TX 311?: No. The data is public, so there is nothing to sign up for and nothing to paste in.
Which warehouses can Dallas TX 311 data go to?: Amazon S3, Google Cloud Storage, Azure Blob Storage, Apache Iceberg, Ingest Managed Lakehouse, MotherDuck, Postgres, Amazon Athena, Databricks, Redshift, BigQuery, ClickHouse, MySQL / generic SQL and Snowflake, in an account you own.
How fresh is the data?: As fresh as your schedule: daily by default, or weekly or monthly. Schedules as often as every 15 minutes are on the Enterprise plan. Each run adds requests created since the last run. A request changed later, for example when it is closed, keeps the values it had when first loaded.
Will running it again create duplicate rows?: No. Each row is stored once, by its key: when a run reads a row that is already there, it replaces that copy instead of adding a second one.
Do I need to write code?: No. Ingest builds, runs and maintains the connector. Someone with access to your warehouse connects it once, following a short guide.

For your data team: technical reference

Connector dallas_311, version 0.1.0, a REST source, status beta, authentication none.

Vendor documentation: https://www.dallasopendata.com/Services/311-Service-Requests-October-1-2020-to-Present/d7e7-envw

Configuration

No configuration required.

Resources

Resource	Status	Plan	Write	Primary key	Overrides
`records` Dallas 311 service requests. Backfills in creation-time order, then collects newly created cases. Later edits to previously loaded cases are not refreshed.	beta	watermark	merge	`unique_key`	backfill_days, page_size