Update README.md

Add description to the dataset

README.md

@@ -1,37 +1,39 @@
----
-dataset_info:
-  features:
-  - name: title
-    dtype: string
-  - name: summary
-    dtype: string
-  - name: url
-    dtype: string
-  - name: text
-    dtype: string
-  - name: category
-    dtype: string
-  - name: __index_level_0__
-    dtype: int64
-  splits:
-  - name: train
-    num_bytes: 398237595
-    num_examples: 50953
-  - name: validation
-    num_bytes: 99722589
-    num_examples: 12739
-  - name: test
-    num_bytes: 54748044
-    num_examples: 7077
-  download_size: 205482667
-  dataset_size: 552708228
-configs:
-- config_name: default
-  data_files:
-  - split: train
-    path: data/train-*
-  - split: validation
-    path: data/validation-*
-  - split: test
-    path: data/test-*
----
+
+This dataset contains information like title of news article, summary of news article, url to the news article, body of the news article and type of news.
+This dataset was compiled from various Nepali news portals to support community knowledge and research, not for profit. 
+
+Sources:
+
+* Kantipur,
+* Gorkhapatra and
+* BBC Nepali
+
+Dataset Distribution::
+
+Category--------Count
+
+News------------36798
+
+Sports-----------18767
+
+Others-----------7258
+
+Opinion----------2358
+
+Entertainment---2144
+
+Feature----------2014
+
+Diaspora---------750
+
+World------------462
+
+Education--------188
+
+Blog--------------30
+
+The following task can be performed using the dataset:
+
+* Nepali News Classification
+* Nepali Text Summarization
+* Nepali News Headline Generation