
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),
and Tracs(GIZ).


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

Sectors Included:
<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>

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`
task_categories:text-classification size_categories:10K<n<100K language:en license:apache-2.0 climate policy region:us
{"language": ["en"], "license": "apache-2.0", "size_categories": ["10K<n<100K"], "task_categories": ["text-classification"], "tags": ["climate", "policy"]}
TAGS
#task_categories-text-classification #size_categories-10K<n<100K #language-English #license-apache-2.0 #climate #policy #region-us 


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:
<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>

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'
TAGS
#task_categories-text-classification #size_categories-10K<n<100K #language-English #license-apache-2.0 #climate #policy #region-us 

passage: TAGS
#task_categories-text-classification #size_categories-10K<n<100K #language-English #license-apache-2.0 #climate #policy #region-us 
