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Mit Colab erstellt
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soberbichler committed Dec 24, 2024
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7 changes: 5 additions & 2 deletions QA_based_Entity_Extraction.ipynb
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"source": [
"## Visualization Example - Creating a Map with Earthquake locations\n",
"\n",
"\n",
"We first use the geopy library to process geographic locations and add their corresponding coordinates (latitude and longitude) to a pandas DataFrame. It includes a GeocodingService class that interfaces with the Nominatim geocoding API, implementing rate-limiting, retries with exponential backoff, and error handling to ensure robust geocoding.\n",
"\n",
"We further use the folium library to create an interactive map with markers for locations provided in a pandas DataFrame. Finally, the map is created and displayed, providing a visual representation of the geographic data."
"We further use the folium library to create an interactive map with markers for locations provided in a pandas DataFrame. Finally, the map is created and displayed, providing a visual representation of the geographic data.\n",
"\n",
"Please not that when using extracted named entities for further analysis, they need to be controlled and verified by a human reader since the model most likely has made some mistakes."
],
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"id": "8B-_hff0g4IO"
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"gpuType": "A100",
"machine_shape": "hm",
"provenance": [],
"authorship_tag": "ABX9TyP6zRXdYDmZCSGy4qC8xbqH",
"authorship_tag": "ABX9TyOiLQKoTffbCu6FsSBOKi93",
"include_colab_link": true
},
"kernelspec": {
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