Web Scraping and Visualization Techniques for Location Data
Pandas can be used to load and filter Excel datasets containing geographic coordinates. For example, to extract Starbucks store locations in Shanghai from a spreadsheet, read the file and apply a city-based filter.
import pandas as pd
data_frame = pd.read_excel("stores_data.xlsx")
shanghai_locations = data_frame[data_frame['city'] == ...
Posted on Sun, 17 May 2026 08:54:17 +0000 by rckehoe