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🌏 A python package for wrangling geospatial datasets

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Right now [generate_grid_join](https://github.com/thinkingmachines/geowrangler/blob/8763788e7112e4db50e315fbe26432f515d3db27/geowrangler/grids.py#L322) doesn't return the xyz columns even if BingTileGenerator's `add_xyz_cols` is `True`. We can add also return the xyz columns for this.

`rasterstats` puts extracted values in rows without relevant attributes. Implemented a fix - but might be relevant to geowrangler as well. Attaching some photos for reference. ![image_720](https://github.com/thinkingmachines/geowrangler/assets/110085086/026d265c-c2a0-460b-b465-bd5f8762f336) ![image_720](https://github.com/thinkingmachines/geowrangler/assets/110085086/63c2f6bb-4e3d-4d5e-a031-54964ba48d8e) ![image_720](https://github.com/thinkingmachines/geowrangler/assets/110085086/4c29bd48-7da9-4757-9930-0dd4c0f16922)

Pandas 2.x has been out for a while. The last time Pandas 1.x was updated was [Jan 2023](https://pandas.pydata.org/docs/whatsnew/v1.5.3.html). In the [pyproj.toml file](https://github.com/thinkingmachines/geowrangler/blob/master/pyproject.toml) there's still a hard dependency for pandas to...

Filing an issue to raise a possible bug with the hash caching. Currently the cache hash is generated from the input aoi's total bounds ``` # Generate hash from aoi,...

In [01_aoi_grids_zoom18.ipynb](https://github.com/thinkingmachines/geo-retail-demo-data-processing/blob/master/notebooks/01_AOI_generation/01_aoi_grids_zoom18.ipynb), changing the zoom level from 16 to 18 crashes after running the `generate_grid_join()` for around 30 mins Error log: ``` Cannot execute code, session has been disposed. Please...

For PH Bing Tile Zoom Level 16, it takes ~24 hours to generate as reported by @tm-dafrose-bajaro using commit https://github.com/thinkingmachines/geowrangler/commits/4b6292354c16b8676f868b7d69e505930730687b Here's a minimal code snippet to replicate: ``` !wget https://media.githubusercontent.com/media/wmgeolab/geoBoundaries/a6ef6576d347e3885a3ec4891b95b26e76668cbe/releaseData/gbOpen/PHL/ADM0/geoBoundaries-PHL-ADM0-all.zip...

enhancement

### Discussed in https://github.com/thinkingmachines/geowrangler/discussions/149 Originally posted by **tm-kah-alforja** August 31, 2022 [feedback from usability tester] Area_zonal_stats seem to output a different compared to when you try to compute the area...

bug

Input: raster, gdf of grids or points Process: sample raster pixels that align with the input points or centroid of grids Output: gdf with new column corresponding to the values...

From @rnvllflores: * input: raster path * process: convert each band in the image as a column in a data frame * output: tabular version of the raster where each...

From @rnvllflores: * input: gdf/vector file path, raster image that will be masked to be used as reference * process: convert vectors into rasters where each pixel is a numerical...