A Streamlit application for quick and efficient Quality Assurance (QA) of geospatial data. Upload, inspect, visualize, and compare geospatial datasets with ease.
Deployed version at: Quick QA Inspector.
- Upload and inspect GeoPackage (
.gpkg) and GeoParquet (.parquet) files - Automated summary and QA checks
- Table and map explorer with synchronized filtering
- Chart builder for dynamic data visualization
- SQL query interface for custom analysis
- Side-by-side dataset comparison
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Clone the repository:
git clone https://github.com/danylaksono/quick-qa.git cd quick-qa -
Install dependencies:
pip install -r requirements.txt
Run the Streamlit app:
streamlit run app.pyOpen your browser to the provided local URL to access the app.
- Upload Data: Use the sidebar to upload your primary dataset (
.gpkgor.parquet). Optionally, upload a second dataset for comparison. - Explore Tabs:
- Summary & QA: View high-level data summaries and automated checks.
- Table & Map Explorer: Filter and visualize data on a map.
- Chart Builder: Create charts from your data.
- SQL Query: Run SQL queries on your dataset.
- Compare Datasets: (If two datasets uploaded) Analyze differences side-by-side.
This project is licensed under the MIT License.