Dodanie 'z434743-create-dataset.py'

z434743-create-dataset.py

@@ -0,0 +1,26 @@
+import pandas
+import os
+from sklearn.model_selection import train_test_split
+
+
+CUTOFF = int(os.environ['CUTOFF'])
+
+movies = pandas.read_csv('./ium_z434743/rotten_tomatoes_movies.csv',
+                              engine='python',
+                              encoding='ISO-8859-1',
+                              sep=',')
+
+movies = movies.dropna()
+
+
+movies = movies.sample(CUTOFF)
+
+X, Y = movies, movies
+
+
+X_train, X_temp, Y_train, Y_temp = train_test_split(X, Y, test_size=0.3, random_state=1)
+X_dev, X_test, Y_dev, Y_test = train_test_split(X_temp, Y_temp, test_size=0.3, random_state=1)
+
+X_train.to_csv('X_train.csv', index=False)
+X_dev.to_csv('X_dev.csv', index=False)
+X_test.to_csv('X_test.csv', index=False)