Top 3 Jupyter Notebook ETL Projects

hamilton

20 1,312 9.8 Jupyter Notebook

Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage and metadata. Runs and scales everywhere python does.

Project mention: Building an Email Assistant Application with Burr | dev.to | 2024-04-26

Note that this uses simple OpenAI calls — you can replace this with Langchain, LlamaIndex, Hamilton (or something else) if you prefer more abstraction, and delegate to whatever LLM you like to use. And, you should probably use something a little more concrete (E.G. instructor) to guarantee output shape.

ghcn-d

1 21 10.0 Jupyter Notebook

Data Pipeline from the Global Historical Climatology Network DataSet
InfluxDB

www.influxdata.com sponsored

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
udacity_bike_share_datalake_project

1 0 5.3 Jupyter Notebook

Azure Data Lake

Project mention: Unveiling the Azure Data Lake for Bike Share Data Analytics | dev.to | 2023-10-11

You can find the code related to this project in my GitHub repository.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).