Datasets:
Tasks:
Text Classification
Modalities:
Text
Formats:
json
Sub-tasks:
multi-label-classification
Languages:
English
Size:
1K - 10K
Tags:
climate-change
climate-adaptation
climate-mitigation
hierarchical-classification
multi-label-classification
zero-shot-classification
License:
File size: 2,977 Bytes
8783169 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 | {
"source_file": "consolidated_results_1022_events.csv",
"total_examples": 2083,
"taxonomy": {
"parent_label_count": 2,
"domain_label_count": 8,
"leaf_label_count": 50
},
"parent_label_distribution": {
"Long-term": 5281,
"Short-term": 1196
},
"domain_label_distribution": {
"Knowledge, monitoring, and capacity building": 2819,
"Mitigation and clean energy": 1117,
"Ecosystems, agriculture, and industry resilience": 617,
"Governance, planning, and finance": 605,
"Infrastructure and utilities": 582,
"Land use and urban planning": 328,
"Emergency response and recovery": 313,
"Public health and social protection": 95
},
"top_20_leaf_labels": {
"Pollution control and clean energy promotion": 682,
"Dissemination and international collaboration": 677,
"Scientific research support and technology innovation": 596,
"Research on urban resilience and disaster risk": 345,
"Safety and disaster preparedness education": 331,
"Green infrastructure distribution": 246,
"Low-carbon transportation system": 221,
"Climate-smart agriculture / climate-resilient agriculture": 219,
"Weather and hazard data monitoring, analysis, and forecasting": 217,
"Industrial carbon reduction": 214,
"Long-term adaptation plan establishment and improvement": 194,
"Biodiversity conservation": 178,
"Forestry & reforestation": 173,
"Emergency warning and public alerts": 126,
"Infrastructure routine maintenance": 124,
"Resilient utility supply system (water, gas, electronic)": 108,
"Local official crisis management training": 104,
"Hazard defense and protection infrastructure (e.g., barrier, flood wall, sea wall)": 103,
"Public funds": 99,
"Real-time updates and information transparency": 99
},
"solution_details_label_source_distribution": {
"keyword_or_alias": 3830,
"inherited_record_solutions": 2379
},
"top_20_text_types": {
"news article": 738,
"News Article": 244,
"Report": 143,
"report": 99,
"Policy Document": 85,
"News article": 72,
"policy document": 72,
"Webpage": 49,
"Analysis": 30,
"Press Release": 27,
"webpage": 27,
"Policy document": 21,
"Research Article": 16,
"Project description": 15,
"Case Study": 14,
"Climate Action Plan": 12,
"Analysis piece": 11,
"Article": 11,
"PDF Document": 9,
"Website": 8
},
"top_20_countries": {
"Japan": 385,
"United States": 211,
"China": 165,
"Indonesia": 85,
"India": 85,
"North Korea": 80,
"United Kingdom": 76,
"South Korea": 57,
"Australia": 55,
"Philippines": 54,
"Spain": 48,
"Argentina": 37,
"Thailand": 36,
"Canada": 30,
"Malaysia": 29,
"Portugal": 29,
"Italy": 28,
"Nigeria": 28,
"Kuwait": 25,
"Brazil": 24
},
"duplicates": {
"duplicates_skipped": 7
},
"top_50_unmapped_source_labels": {}
}
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