markdown_files/Geospatial_Analysis_with_Excel.md

---
title: "Geospatial Analysis with Excel"
original_url: "https://tds.s-anand.net/#/geospatial-analysis-with-excel?id=geospatial-analysis-with-excel"
downloaded_at: "2025-06-08T23:26:02.659173"
---

[Geospatial Analysis with Excel](#/geospatial-analysis-with-excel?id=geospatial-analysis-with-excel)
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[![Geospatial analysis with Excel](https://i.ytimg.com/vi_webp/49LjxNvxyVs/sddefault.webp)](https://youtu.be/49LjxNvxyVs)

You’ll learn how to create a data-driven story about coffee shop coverage in Manhattan, covering:

* **Data Collection**: Collect and scrape data for coffee shop locations and census population from various sources.
* **Data Processing**: Use Python libraries like geopandas for merging population data with geographic maps.
* **Map Creation**: Generate coverage maps using tools like QGIS and Excel to visualize coffee shop distribution and population impact.
* **Visualization**: Create physical, Power BI, and video visualizations to present the data effectively.
* **Storytelling**: Craft a narrative around coffee shop competition, including strategic insights and potential market changes.

Here are links that explain how the video was made:

* [The Making of the Manhattan Coffee Kings](https://blog.gramener.com/the-making-of-manhattans-coffee-kings/)
* [Shaping and merging maps](https://blog.gramener.com/shaping-and-merging-maps/)
* [Visualizing data on 3D maps](https://blog.gramener.com/visualizing-data-on-3d-maps/)
* [Physical and digital 3D maps](https://blog.gramener.com/physical-and-digital-3d-maps/)

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Geospatial Analysis with Python](#/geospatial-analysis-with-python)