Update README.md

README.md

@@ -26,3 +26,42 @@ configs:
   - split: test
     path: data/test-*
 ---
+
+
+## Loading and Splitting Dataset To Various Languages
+
+In this example, I will show you how to load the dataset and split by language for your downstream task.
+
+```python
+>>> from datasets import load_dataset
+
+>>> # load dataset
+>>> dataset = load_dataset("mosesdaudu/translation_dataset")
+
+>>> dataset
+DatasetDict({
+    train: Dataset({
+        features: ['english_text', 'language', 'translated_text', 'split'],
+        num_rows: 198084
+    })
+    test: Dataset({
+        features: ['english_text', 'language', 'translated_text', 'split'],
+        num_rows: 22009
+    })
+})
+
+>>> # Filter Dataset To Pidgin Language Only
+>>> pidgin_dataset = dataset.filter(lambda example: example['language'] == 'pidgin')
+
+>>> pidgin_dataset
+DatasetDict({
+    train: Dataset({
+        features: ['english_text', 'language', 'translated_text', 'split'],
+        num_rows: 22476
+    })
+    test: Dataset({
+        features: ['english_text', 'language', 'translated_text', 'split'],
+        num_rows: 2497
+    })
+})
+```