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        <datestamp>2026-10-01T07:14:31Z</datestamp>
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          <dc:title>Spatial join benchmark data: GeoPandas and DuckDB Spatial</dc:title>
          <dc:creator>Mustafa Husrevoglu (19468213)</dc:creator>
          <dc:subject>Geomatic engineering not elsewhere classified</dc:subject>
          <dc:subject>Cartography and digital mapping</dc:subject>
          <dc:subject>spatial join</dc:subject>
          <dc:subject>point-in-polygon</dc:subject>
          <dc:subject>GeoPandas</dc:subject>
          <dc:subject>DuckDB Spatial</dc:subject>
          <dc:subject>GeoParquet</dc:subject>
          <dc:subject>performance benchmarking</dc:subject>
          <dc:description>&lt;p dir="ltr"&gt;Reproducible experiment package for the manuscript "Effect of point data distribution on spatial join performance: A comparison of GeoPandas and DuckDB Spatial". Contains all source code, synthetic data generation scripts with fixed seeds (202601-202603), GeoParquet inputs, raw outputs of 240 main and 72 sensitivity timed runs, query plans, match-pair validation outputs, figure sources, the locked software environment and SHA256 checksums. Natural Earth inputs are public domain. See README.md inside the archive for usage.&lt;/p&gt;</dc:description>
          <dc:date>2026-10-01T07:14:31Z</dc:date>
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