Update README.md

README.md

@@ -7,15 +7,17 @@ dataset_info:
     dtype: int64
   - name: label_text
     dtype: string
+  - name: __index_level_0__
+    dtype: int64
   splits:
   - name: train
-    num_bytes: 36819170
+    num_bytes: 37095298
     num_examples: 34516
   - name: test
-    num_bytes: 9246619
+    num_bytes: 9315659
     num_examples: 8630
-  download_size: 26802343
-  dataset_size: 46065789
+  download_size: 27079917
+  dataset_size: 46410957
 configs:
 - config_name: default
   data_files:
@@ -23,4 +25,29 @@ configs:
     path: data/train-*
   - split: test
     path: data/test-*
+license: cc-by-nc-sa-4.0
+task_categories:
+- text-classification
+language:
+- en
+tags:
+- chemistry
+- wikipedia
+- chemteb
+pretty_name: Wikipedia Diverse Chemistry Specialties Classification
+size_categories:
+- 10K<n<100K
 ---
+# Wikipedia Diverse Chemistry Specialties Classification
+This dataset is derived from the Wikipedia articles and is designed for multi-class text classification tasks. The dataset covers a wide range of specialties within the field of chemistry, divided into ten distinct classes based on thematic content:
+
+- **Physical Chemistry:** This class includes articles that focus on physical chemistry, which studies the physical principles underlying chemical interactions and transformations.
+- **Metallurgy:** This class comprises articles related to metallurgy, the branch of science and technology concerned with the properties of metals and their production and purification.
+- **Biochemistry:** This class includes articles that focus on biochemistry, the study of chemical processes within and related to living organisms.
+- **Analytical Chemistry:** This class comprises articles related to analytical chemistry, which involves the analysis of material samples to understand their chemical composition and structure.
+- **Geochemistry:** This class includes articles that focus on geochemistry, the study of the chemical composition of the Earth and other planets.
+- **Photochemistry:** This class comprises articles related to photochemistry, the branch of chemistry concerned with the chemical effects of light.
+- **Organic Chemistry:** This class includes articles that focus on organic chemistry, the study of the structure, properties, composition, reactions, and synthesis of organic compounds and materials.
+- **Stereochemistry:** This class comprises articles related to stereochemistry, the study of the spatial arrangement of atoms in molecules and its impact on their chemical behavior.
+- **Environmental Chemistry:** This class includes articles that focus on environmental chemistry, the study of chemical processes occurring in the environment.
+- **Supramolecular Chemistry:** This class comprises articles related to supramolecular chemistry, the study of entities of greater complexity than individual molecules, held together by non-covalent interactions.