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reduced test data size
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Azaya89 committed Oct 17, 2024
1 parent d3ac83f commit 5bd8da9
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2 changes: 1 addition & 1 deletion census_two/census_two.ipynb
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"\n",
"In this notebook, we utilized **hvPlot** and **Datashader** to efficiently visualize specific data points of the 2020 US Census data, focusing on both population density and racial demographics. These tools allowed us to explore geographic patterns and identify regions where specific racial groups predominantly reside, providing insights into the spatial distribution of the population.\n",
"\n",
"Looking ahead, there are several ways to extend this analysis. For example, we could perform deeper investigations into **segregation patterns** within specific metropolitan areas or **compare demographic shifts across time** using historical census data (For example, the [2010 data](../census2010)). \n",
"Looking ahead, there are several ways to extend this analysis. For example, we could perform deeper investigations into **segregation patterns** within specific metropolitan areas or **compare demographic shifts across time** using historical census data (For example, the [2010 data](../census_one/census_one.ipynb)). \n",
"\n",
"Additionally, by integrating external datasets—such as economic indicators, education levels, or voting patterns—we could uncover correlations between racial demographics and socio-economic factors. Exploring **dynamic interactions** with these visualizations, such as linking census data with interactive dashboards, would also enable more detailed, real-time analysis of regional population characteristics. These tools offer flexibility and scalability, making them powerful assets for anyone looking to conduct advanced geospatial analysis on large datasets."
]
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