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Support for Python 2.7 has been dropped. GeoPandas now works with Python >= 3.5. The important API change of this release is that GeoPandas now requires PROJ > 6 and pyproj > 2.2, and that the .crs attribute of a GeoSeries and GeoDataFrame no longer stores the CRS information as a proj4 string or dict, but as a pyproj.CRS object (#1101). This gives a better user interface and integrates improvements from pyproj and PROJ 6, but might also require some changes in your code. Check the migration guide in the documentation. Other API changes: The GeoDataFrame.to_file method will now also write the GeoDataFrame index to the file, if the index is named and/or non-integer. You can use the index=True/False keyword to overwrite this default inference (#1059). New features and improvements: A new geopandas.clip function to clip a GeoDataFrame to the spatial extent of another shape (#1128). The geopandas.overlay function now works for all geometry types, including points and linestrings in addition to polygons (#1110). The plot() method gained support for missing values (in the column that determines the colors). By default it doesn't plot the corresponding geometries, but using the new missing_kwds argument you can specify how to style those geometries (#1156). The plot() method now also supports plotting GeometryCollection and LinearRing objects (#1225). Added support for filtering with a geometry or reading a subset of the rows in geopandas.read_file (#1160). Added support for the new nullable integer data type of pandas in GeoDataFrame.to_file (#1220). Bug fixes: GeoSeries.reset_index() now correctly results in a GeoDataFrame instead of DataFrame (#1252). Fixed the geopandas.sjoin function to handle MultiIndex correctly (#1159). Fixed the geopandas.sjoin function to preserve the index name of the left GeoDataFrame (#1150). Acknowledgments Thanks to everyone who contributed to this release! A total of 12 people contributed patches to this release. People with a "+" by their names contributed a patch for the first time. Alan D. Snow Aleksey Bilogur Ardie Orden + Brendan Ward + Brett Naul James McBride Joris Van den Bossche Leah Wasser Martin Fleischmann Mike Taves jess + sangarshanan +
citations This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | 7 | |
popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network. | Top 10% | |
influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | Average | |
impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network. | Top 10% |
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