Update README.md

README.md

@@ -10,7 +10,7 @@ licenses:
 - unknown
 multilinguality:
 - monolingual
-pretty_name: COVID-19 - French News Dataset
+pretty_name: COVID-19 French News dataset
 size_categories:
 - 10K<n<100K
 source_datasets:
@@ -28,7 +28,7 @@ task_ids:
 - other-stuctured-to-text
 ---
 
-# Dataset Card for COVID-19 - French News Dataset
+# Dataset Card for COVID-19 French News dataset
 
 ## Table of Contents
 - [Table of Contents](#table-of-contents)
@@ -65,7 +65,7 @@ task_ids:
 
 ### Dataset Summary
 
-The Covid-19 French News Dataset is a French-language dataset containing just over 40k unique news articles from more than 50 different French-speaking online newspapers. The current version supports abstractive summarization and topic classification. Dataset Card not finished yet.
+The COVID-19 French News dataset is a French-language dataset containing just over 40k unique news articles from more than 50 different French-speaking online newspapers. The dataset has been prepared using news-please - an integrated web crawler and information extractor for news. The current version supports abstractive summarization and topic classification. Dataset Card not finished yet.
 
 ### Languages
 
@@ -79,12 +79,12 @@ The text in the dataset is in French.
 
 ### Data Fields
 
-- `title`: a `string` feature.
-- `description`: a `string` feature.
-- `text`: a `string` feature.
-- `domain`: a `string` feature.
-- `url`: a `string` feature.
-- `labels`: a `string` feature.
+- `title`: title of the article
+- `description`: description or a summary of the article
+- `text`: the actual article text in raw form
+- `domain`: source domain of the article (i.e. lemonde.fr)
+- `url`: article URL, the original URL where it was scraped
+- `labels`: classification labels
 
 ## Dataset Creation
 
@@ -100,7 +100,6 @@ The text in the dataset is in French.
 
 #### Who are the source language producers?
 
-[More Information Needed]
 
 ### Annotations