Update README.md

README.md

@@ -58,7 +58,7 @@ pretty_name: GonzaloA / Fake News
 
 ### Dataset Summary
 
-The GonzaloA / Fake_News_TFG Dataset repository is an English-language dataset containing just over 45k unique news articles. This articles are classified as True (1) or Fake (0). The current version is the first of the study the Fake News identification using Transformers models.
+The GonzaloA / Fake_News_TFG Dataset repository is an English-language dataset containing just over 45k unique news articles. This articles are classified as true (1) or false (0). The current version is the first of the study the Fake News identification using Transformers models.
 
 ### Supported Tasks and Leaderboards
 
@@ -72,21 +72,31 @@ The dataset is code for English as generally spoken in the United States is en-U
 
 ### Data Instances
 
-For each instance, there is a string for the title and the string for the article. See the [CNN / Daily Mail dataset viewer](https://huggingface.co/datasets/viewer/?dataset=fake_new_tfg_gonzaloalvarezhervas&config=3.0.0) to explore more examples.
+For each instance, there is a string for the title, a string for the article and a label to mark if it's true or false. See the [CNN / Daily Mail dataset viewer](https://huggingface.co/datasets/viewer/?dataset=fake_news&config=3.0.0) to explore more examples.
 
 ```
-76	{'id': '0054d6d30dbcad772e20b22771153a2a9cbeaf62',
-77	 'article': '(CNN) -- An American woman died aboard a cruise ship that docked at Rio de Janeiro on Tuesday, the same ship on which 86 passengers previously fell ill, according to the state-run Brazilian news agency, Agencia Brasil. The American tourist died aboard the MS Veendam, owned by cruise operator Holland America. Federal Police told Agencia Brasil that forensic doctors were investigating her death. The ship's doctors told police that the woman was elderly and suffered from diabetes and hypertension, according the agency. The other passengers came down with diarrhea prior to her death during an earlier part of the trip, the ship's doctors said. The Veendam left New York 36 days ago for a South America tour.'
-78	 'highlights': 'The elderly woman suffered from diabetes and hypertension, ship's doctors say .\nPreviously, 86 passengers had fallen ill on the ship, Agencia Brasil says .'}
-79	```
+{'id': '1',
+'title': Palestinians switch off Christmas lights in Bethlehem in anti-Trump protest'
+'text': 'RAMALLAH, West Bank (Reuters) - Palestinians switched off Christmas lights at Jesus  traditional birthplace in Bethlehem on Wednesday night in protest at U.S. President Donald Trump s decision to recognize Jerusalem as Israel s capital. A Christmas tree adorned with lights outside Bethlehem s Church of the Nativity, where Christians believe Jesus was born, and another in Ramallah, next to the burial site of former Palestinian leader Yasser Arafat, were plunged into darkness.  The Christmas tree was switched off on the order of the mayor today in protest at Trump s decision,  said Fady Ghattas, Bethlehem s municipal media officer.  He said it was unclear whether the illuminations would be turned on again before the main Christmas festivities. In a speech in Washington, Trump said he had decided to recognize Jerusalem as Israel s capital and move the U.S. embassy to the city. Israeli Prime Minister Benjamin Netanyahu said Trump s move  marked the beginning of a new approach to the Israeli-Palestinian conflict and said it was an  historic landmark . Arabs and Muslims across the Middle East condemned the U.S. decision, calling it an incendiary move in a volatile region and the European Union and United Nations also voiced alarm at the possible repercussions for any chances of reviving Israeli-Palestinian peacemaking.'
+'label': '1'}
+```
 
 ### Data Fields
 
-[More Information Needed]
+- `id`: an integer value to count the rows in the dataset
+- `title`: a string that summarize the article
+- `text`: a string that contains the article
+- `label`: a boolean that mark the article true or false
 
 ### Data Splits
 
-[More Information Needed]
+The GonzaloA/FakeNews dataset has 3 splits: train, evaluation, and test. Below are the statistics for the version 1.0 of the dataset:
+
+| Dataset Split | Number of Instances in Split                |
+| ------------- | ------------------------------------------- |
+| Train         | 24,353                                      |
+| Validation    | 8,117                                       |
+| Test          | 8,117                                       |
 
 ## Dataset Creation
 
@@ -98,7 +108,7 @@ For each instance, there is a string for the title and the string for the articl
 
 #### Initial Data Collection and Normalization
 
-[More Information Needed]
+Version 1.0.0 aimed to support supervised neural methodologies for deep learning and study the new Transformers models in the Natural Language Processing with News of the United States. 
 
 #### Who are the source language producers?