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Datasets:
GIZ
/
sector_data

Tasks:
Text Classification
Languages:
English
Size Categories:
10K<n<100K
Tags:
climate
policy
License:
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metadata
license: apache-2.0
task_categories:
  - text-classification
language:
  - en
size_categories:
  - 10K<n<100K
tags:
  - climate
  - policy

This dataset is curated by GIZ Data Service Center for Multi-Label Sector classification of given text .The source dataset for this comes from Climatewatchdata, and Tracs(GIZ).

Specifications

  • Dataset size: ~10k
  • Average text length : 50 words
  • Language: English

Sectors Included:

Agriculture,Buildings, Coastal Zone, Disaster Risk Management (DRM), Economy-wide, Energy, Environment, Health, Industries, LULUCF/Forestry, Social Development, Transport, Urban, Waste, Water

Due to imbalanced sectors respresentation (True category), some more columns are added to signify some info.

  • set0: [Agriculture,Energy,LULUCF/Forestry,Water,Environment] count > 2000
  • set1:[Social Development,Transport,Urban,Economy-wide,Disaster Risk Management (DRM)] 2000 >count > 1000
  • set2:[Coastal Zone,Buildings,Health,Waste,Industries] count < 1000