Update README.md

README.md

@@ -17,6 +17,8 @@ language:
 ### Dataset Summary
 
 This dataset is an adapted version of "IMDb Movie Dataset: All Movies by Genre" found at: https://www.kaggle.com/datasets/rajugc/imdb-movies-dataset-based-on-genre?select=history.csv.
+Within the dataset, the movie title and year columns were combined, the genre was extracted from the seperate csv files, the pre-existing genre column was renamed to expanded-genres, any movies missing a description (i.e. the description was written as "Add a plot") were dropped from the original data, the rating column was left the same, and finally the rest of the remaining columns were dropped.
+The columns in the data are: "movie title - year", "genre", "expanded-genres", "rating", and "description"
 
 ### Supported Tasks and Leaderboards
 
@@ -24,21 +26,42 @@ This dataset is an adapted version of "IMDb Movie Dataset: All Movies by Genre"
 
 ### Languages
 
-[More Information Needed]
+Language data is English.
 
 ## Dataset Structure
 
 ### Data Instances
 
-[More Information Needed]
+imdb_genres = 300388 entries 
+    Total amount of disk used: 68.0 MB
 
-### Data Fields
+training = 240310 entries
+    Total amount of disk used: 54.4 MB
 
-[More Information Needed]
+test = 30039 entries
+    Total amount of disk used: 6.8 MB
 
-### Data Splits
+validation = 30039 entries
+    Total amount of disk used: 6.8 MB
+    
+An example of an entries looks as follows:
+{
+  "movie title - year" : "Die Hard - 1988",
+  "genre" : "Action",
+  "expanded-genres" : "Action, Thriller",
+  "rating" : 8.2,
+  "description" : "A New York City police officer tries to save his estranged wife and several others taken hostage by terrorists during a Christmas party at the Nakatomi Plaza in Los Angeles."
+}
 
-[More Information Needed]
+### Data Fields
+
+The data fields are the same among all splits.
+Fields are as follows: 
+    "movie title - year": a string feature.
+    "genre": a string classification label, with the possible values: 'Adventure', 'Action', 'Thriller', 'Romance', 'Crime', 'Fantasy', 'Mystery', 'Horror', 'War', 'Family', 'Animation', 'Scifi', 'Sports', 'History', 'Biography', and 'Film-noir'.
+    "expanded-genres" : a string feature.
+    "rating" : a floating point value, ranging from 0.0 to 10.0.
+    "description" : a string feature.
 
 ## Dataset Creation