Tools¶
The full toolbox.
Pages¶
- Tech Stack — full stack by category
- Git — version control basics for analysts
- Spreadsheets — Google Sheets, Excel
Categories¶
| Layer | Examples |
|---|---|
| Storage | Postgres, MySQL, BigQuery, Snowflake, S3, parquet |
| Ingest / ETL | Airbyte, Fivetran, dlt, custom Python |
| Transformation | dbt, SQL, pandas, polars, DuckDB |
| Analysis | Jupyter, RStudio, Hex, Mode |
| Visualization | Tableau, Looker, Metabase, Plotly, matplotlib |
| Orchestration | Airflow, Prefect, Dagster |
| Versioning | Git, GitHub |
| Documentation | Notion, Confluence, this site |