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license: apache-2.0 |
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task_categories: |
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- text-classification |
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language: |
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- en |
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size_categories: |
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- 10K<n<100K |
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tags: |
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- climate |
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- policy |
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--- |
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This dataset is curated by [GIZ Data Service Center](https://www.giz.de/expertise/html/63018.html) for **Multi-Label Sector classification** of given text .The source dataset for this comes from [Climatewatchdata](https://www.climatewatchdata.org/data-explorer/historical-emissions?historical-emissions-data-sources=climate-watch&historical-emissions-gases=all-ghg&historical-emissions-regions=All%20Selected&historical-emissions-sectors=total-including-lucf%2Ctotal-including-lucf&page=1), |
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and Tracs(GIZ). |
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Specifications |
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- Dataset size: ~10k |
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- Average text length : 50 words |
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- Language: English |
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Sectors Included: |
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<pre><b>Agriculture,Buildings, Coastal Zone, Disaster Risk Management (DRM), Economy-wide, Energy, Environment, Health, Industries, LULUCF/Forestry, Social Development, Transport, Urban, Waste, Water</b> </pre> |
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Due to imbalanced sectors respresentation (True category), some more columns are added to signify some info. |
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- set0: [Agriculture,Energy,LULUCF/Forestry,Water,Environment] `count > 2000` |
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- set1:[Social Development,Transport,Urban,Economy-wide,Disaster Risk Management (DRM)] `2000 >count > 1000` |
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- set2:[Coastal Zone,Buildings,Health,Waste,Industries] `count < 1000` |
