Update README.md
Browse files
README.md
CHANGED
@@ -141,4 +141,32 @@ The following preprocessing steps were applied:
|
|
141 |
|
142 |
# Split
|
143 |
|
144 |
-
- Dataset was split into a 70/15/15 ratio
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
141 |
|
142 |
# Split
|
143 |
|
144 |
+
- Dataset was split into a 70/15/15 ratio
|
145 |
+
|
146 |
+
# Final Statistics
|
147 |
+
|
148 |
+
The final statistics of the dataset before and after preprocessing are as follows:
|
149 |
+
|
150 |
+
**Original Count**: 25,480
|
151 |
+
|
152 |
+
**After Preprocessing**: 18,219
|
153 |
+
|
154 |
+
**Retention Rate**: 72%
|
155 |
+
|
156 |
+
**Average Docstring Length**: 272
|
157 |
+
|
158 |
+
**Average Source Code Length**: 1219
|
159 |
+
|
160 |
+
**Average AST Sequence Length**: 91
|
161 |
+
|
162 |
+
**Type Distribution**:
|
163 |
+
- Methods: 9,135 (50.1%)
|
164 |
+
- Functions: 6,322 (34.7%)
|
165 |
+
- Classes: 2, 762 (15.2%)
|
166 |
+
|
167 |
+
**Top Contributors**:
|
168 |
+
- pytorch: 4,330 (23.8%)
|
169 |
+
- tensorflow: 3,972 (21.8%)
|
170 |
+
- django: 1,778 (9.8%)
|
171 |
+
- matplotlib: 1,454 (8%)
|
172 |
+
- pandas: 903 (5%)
|