Update README.md

README.md

@@ -12,7 +12,7 @@ size_categories:
 
 # Overview
 
-This dataset contains 22,000+ rows of code-docstring-ast data along with additional metadata. Data was gathered from various Python libraries and frameworks and their
+This dataset contains 36,000+ rows of code-docstring-ast data along with additional metadata. Data was gathered from various Python libraries and frameworks and their
 publicly available GitHub repos. This dataset was created for the purpose of training the [CodeT5+](https://arxiv.org/abs/2305.07922) transformer on AST-enhanced code-to-doc tasks.
 
 # Sources
@@ -127,39 +127,38 @@ Furthermore, the following cleaning steps specific to this dataset were applied:
 
 ```
 {
-  "original_samples": 25481,
-  "processed_samples": 22099,
+  "original_samples": 128880,
+  "processed_samples": 36536,
   "filter_stats": {
-    "success": 22099,
-    "non_english": 44,
-    "input_too_short": 0,
-    "input_too_long": 3309,
-    "target_too_short": 0,
-    "target_too_long": 29,
-    "error": 0
+    "success": 36536,
+    "non_english": 1185,
+    "docstring_too_long": 1047,
+    "input_too_long": 9185,
+    "docstring_too_short": 74013,
+    "error": 0,
+    "error: unhashable type: 'list'": 6914
   },
   "split_sizes": {
-    "train": 15469,
-    "val": 3314,
-    "test": 3316
+    "train": 25575,
+    "val": 5480,
+    "test": 5481
   },
   "input_token_stats": {
-    "min": 18,
+    "min": 16,
     "max": 511,
-    "avg": 155.931
+    "avg": 161.956
   },
   "target_token_stats": {
-    "min": 6,
-    "max": 426,
-    "avg": 67.264
+    "min": 4,
+    "max": 506,
+    "avg": 72.421
   },
   "type_distribution": {
-    "method": 8625,
-    "class": 1434,
-    "function": 5410
+    "function": 9556,
+    "method": 13019,
+    "class": 3000
   }
 }
-
 ```
 
 # NOTE