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Tags / Data pipelines and messaging /

ETL

A tool that extracts data from sources, transforms it, and loads it into a destination, including ELT and connectors.

The 70repositories with this Tag gained +2,039 net stars in the last 30 days, 3% less than the 30 days before.

1 created in the last 90 days · 26 published a release in the last 30 days · 338K stars in total

All in the Repository Index On Trending

Net stars each day, last 30 days+365 last 7 days

Oct 5, 2026Nov 3, 2026

  • Seed Dataset
  • Rising Admissions

Most net stars, last 30 days

hugues31/duckpad

The data transformation tool the open-source community deserves.

+304

15% of the net stars of this Tag

Largest Pace, last 30 days

No other repository gained 2 or more times the net stars of the 30 days before.

Most stars, created in the last 90 days

No other repository with this Tag was created in the last 90 days.

Where the stars went, last 13 weeks

Net stars gained each week. The repositories that gained the most have their own color.

cocoindex-io/cocoindex gained 10% of the net stars of this Tag in the last 13 weeks.

cocoindex-io/cocoindex, week to Aug 11: +97 net starsslothflowlabs/duckle, week to Aug 11: +101 net starsdbt-labs/dbt, week to Aug 11: +47 net starsairbytehq/airbyte, week to Aug 11: +86 net starsthe-momentum/open-wearables, week to Aug 11: +41 net starsAll other repositories, week to Aug 11: +279 net starscocoindex-io/cocoindex, week to Aug 18: +88 net starsslothflowlabs/duckle, week to Aug 18: +150 net starsdbt-labs/dbt, week to Aug 18: +42 net starsairbytehq/airbyte, week to Aug 18: +50 net starsthe-momentum/open-wearables, week to Aug 18: +40 net starsAll other repositories, week to Aug 18: +271 net starscocoindex-io/cocoindex, week to Aug 25: +59 net starsslothflowlabs/duckle, week to Aug 25: +76 net starsdbt-labs/dbt, week to Aug 25: +34 net starsairbytehq/airbyte, week to Aug 25: +45 net starsthe-momentum/open-wearables, week to Aug 25: +41 net starsAll other repositories, week to Aug 25: +266 net starscocoindex-io/cocoindex, week to Sep 1: +51 net starsslothflowlabs/duckle, week to Sep 1: +34 net starsdbt-labs/dbt, week to Sep 1: +76 net starsairbytehq/airbyte, week to Sep 1: +29 net starsthe-momentum/open-wearables, week to Sep 1: +35 net starsAll other repositories, week to Sep 1: +358 net starscocoindex-io/cocoindex, week to Sep 8: +70 net starsslothflowlabs/duckle, week to Sep 8: +22 net starsdbt-labs/dbt, week to Sep 8: +31 net starsairbytehq/airbyte, week to Sep 8: +42 net starsthe-momentum/open-wearables, week to Sep 8: +41 net starsAll other repositories, week to Sep 8: +277 net starscocoindex-io/cocoindex, week to Sep 15: +51 net starsslothflowlabs/duckle, week to Sep 15: +22 net starsdbt-labs/dbt, week to Sep 15: +47 net starsairbytehq/airbyte, week to Sep 15: +59 net starsthe-momentum/open-wearables, week to Sep 15: +33 net starsAll other repositories, week to Sep 15: +294 net starscocoindex-io/cocoindex, week to Sep 22: +31 net starsslothflowlabs/duckle, week to Sep 22: +16 net starsdbt-labs/dbt, week to Sep 22: +80 net starsairbytehq/airbyte, week to Sep 22: +48 net starsthe-momentum/open-wearables, week to Sep 22: +39 net starsAll other repositories, week to Sep 22: +272 net starscocoindex-io/cocoindex, week to Sep 29: +51 net starsslothflowlabs/duckle, week to Sep 29: +23 net starsdbt-labs/dbt, week to Sep 29: +43 net starsairbytehq/airbyte, week to Sep 29: +43 net starsthe-momentum/open-wearables, week to Sep 29: +37 net starsAll other repositories, week to Sep 29: +330 net starscocoindex-io/cocoindex, week to Oct 6: +18 net starsslothflowlabs/duckle, week to Oct 6: +149 net starsdbt-labs/dbt, week to Oct 6: +32 net starsairbytehq/airbyte, week to Oct 6: +33 net starsthe-momentum/open-wearables, week to Oct 6: +27 net starsAll other repositories, week to Oct 6: +194 net starscocoindex-io/cocoindex, week to Oct 13: +48 net starsslothflowlabs/duckle, week to Oct 13: +16 net starsdbt-labs/dbt, week to Oct 13: +41 net starsairbytehq/airbyte, week to Oct 13: +45 net starsthe-momentum/open-wearables, week to Oct 13: +40 net starsAll other repositories, week to Oct 13: +310 net starscocoindex-io/cocoindex, week to Oct 20: +56 net starsslothflowlabs/duckle, week to Oct 20: +21 net starsdbt-labs/dbt, week to Oct 20: +48 net starsairbytehq/airbyte, week to Oct 20: +38 net starsthe-momentum/open-wearables, week to Oct 20: +48 net starsAll other repositories, week to Oct 20: +254 net starscocoindex-io/cocoindex, week to Oct 27: +36 net starsslothflowlabs/duckle, week to Oct 27: +16 net starsdbt-labs/dbt, week to Oct 27: +41 net starsairbytehq/airbyte, week to Oct 27: +28 net starsthe-momentum/open-wearables, week to Oct 27: +33 net starsAll other repositories, week to Oct 27: +432 net starscocoindex-io/cocoindex, week to Nov 3: +52 net starsslothflowlabs/duckle, week to Nov 3: +16 net starsdbt-labs/dbt, week to Nov 3: +26 net starsairbytehq/airbyte, week to Nov 3: +36 net starsthe-momentum/open-wearables, week to Nov 3: +27 net starsAll other repositories, week to Nov 3: +208 net stars

Compare growth

70 repositories with this Tag. Select a column name to change the order.

#RepositoryStarsGained, 30 daysPace
61subquery/subql

SubQuery is an Open, Flexible, Fast and Universal data indexing framework for web3. Our mission is to help developers create the decentralised products of the future.

19K-1–
62mozilla-services/hekaarchived

DEPRECATED: Data collection and processing made easy.

3.4K-1–
63yougov/mongo-connector

MongoDB data stream pipeline tools by YouGov (adopted from MongoDB)

1.9K-1–
64IFTTT/polo

Polo travels through your database and creates sample snapshots so you can work with real world data in development.

787-1–
65pathwaycom/pathway

Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.

62K-16-0.2×
66LinkedInAttic/camusarchived

LinkedIn's previous generation Kafka to HDFS pipeline.

879––
67rakam-io/rakam-api

📈 Collect customer event data from your apps. (Note that this project only includes the API collector, not the visualization platform)

789––
68awslabs/aws-lambda-redshift-loader

Amazon Redshift Database Loader implemented in AWS Lambda

595––
69dotnetcore/SmartCode

SmartCode = IDataSource -> IBuildTask -> IOutput => Build Everything!!!

576––
70hortonworks-spark/shc

The Apache Spark - Apache HBase Connector is a library to support Spark accessing HBase table as external data source or sink.

545––

Faster than the 30 days before

Net stars of the last 30 days are 2 or more times those of the 30 days before.

No repository with this Tag meets this rule now.

Slower than the 30 days before

Net stars of the last 30 days are 50% or less of those of the 30 days before.

  1. pathwaycom/pathway-0.2× · -16
  2. slothflowlabs/duckle0.4× · +90

New in the last 90 days

Created on GitHub in the last 90 days.

  1. hugues31/duckpad+304 · 10 days ago

Older than 2 years, still releasing

Created more than 2 years ago, with a push in the last 7 days and a GitHub release in the last 30 days.

  1. subquery/subql19K · release 6 days ago
  2. Unstructured-IO/unstructured16K · release 5 days ago
  3. elastic/logstash15K · release 2 days ago
  4. dbt-labs/dbt14K · release today
  5. redpanda-data/connect8.8K · release 4 days ago
All 22 in the table

Last release more than 180 days ago

The newest GitHub release is more than 180 days old. A repository that never published a release is not in this list.

  1. airbytehq/airbyte22K · release last year
  2. alibaba/DataX17K · release 3 years ago
  3. pentaho/pentaho-kettle8.4K · release 11 years ago
  4. snowplow/snowplow7K · release 4 years ago
  5. mozilla-services/heka3.4K · release 10 years ago
All 28 in the table

Top GitHub topics with this Tag

Primary languages

How a repository gets this Tag

An agent reads the description, the GitHub topics, and the start of the README of each repository. It chooses Tags only from the Tag list in the AwesomeRepos source code. For each Tag, it quotes the text. A code check keeps the Tag only when the quote is in that text. The page of each repository shows the quote of each of its Tags. A Tag does not rank repositories. It does not say that one repository can replace another. To report a wrong Tag, use "Report a problem with this page" on the page of the repository.

How the numbers are counted

All numbers come from the Star History of the repositories that have the Tag now. A period is a run of complete UTC days. All numbers on this page count only the repositories that AwesomeRepos shows in lists. A machine computes them each hour.

For each repository, a period counts only when Star History has each of its days, or when the repository was created in the period. Otherwise the table shows "–". The bars of a week with no complete data are grey.

The Pace is the net stars of a period divided by the net stars of the period before. It shows only when Star History covers each day of the period before, with at least 3 net stars a day on average.

The chart at the top adds up the net stars of all the repositories with the Tag. The darker area is the part from the Seed Dataset; the rest is from rising Admissions. A rising Admission comes into the Repository Index because it gained stars quickly. Its Star History before its Admission comes from the Repository Host. Thus the days before many rising Admissions are higher than they were for the repositories in the index at that time. The repositories of the Seed Dataset are a set that does not change.

The releases are the GitHub releases of each repository. The lists and the table do not rank repositories, and they do not say that one repository can replace another.