Analyze order data from the restaurant over the past 12 months to identify areas with the highest demand, in order to select the best location for opening a second establishment.

Geocoding

Convert addresses into geographic coordinates (latitude and longitude) using Google Maps, Geocoder, or Nominatim (OpenStreetMap) service.

Analysis of geographic concentration

Use clustering algorithms (e.g., DBSCAN) to identify zones with high order density.

Create a heatmap to display order density across the city.

Area-based analysis

Divide the city into districts or zones.

Count the number of orders in each district. (For a year, half a year, last 3 months)

Identify districts with the highest demand.

Requirements for execution:

Use tools: QGIS or ArcGIS for visualization, Python (pandas, geopandas, scikit-learn) for automation of analysis, Excel or Google Sheets for preliminary processing.

Provide results in the form of maps, tables, and a brief report with conclusions.

Proposals 5 Withdrawn 1 Discussions 1

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Eduard Svyryd
Krakow, Poland

Projects 27
Contests 2
Rating 5.0
Rating 3 389

Analysis of geographical data

Client's review of cooperation with freelancer

Analysis of geographical data

5.0

Eduard Svyryd

Freelancer's review of cooperation with Eduard Svyryd

Analysis of geographical data

5.0

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Current freelance projects in the category Web Programming

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Full-Stack Web3 Developer Needed to Improve and Complete an Existing DeFi Trading Platform

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