Update README.md
Browse files
README.md
CHANGED
|
@@ -44,6 +44,13 @@ Outliers were detected in several numerical features, especially in distance and
|
|
| 44 |
These extreme values represent real but rare ride scenarios (such as very long trips or periods of heavy surge pricing), so removing them would distort the true behavior of the data.
|
| 45 |
Therefore, the outliers were kept to preserve the integrity and variability of the dataset.
|
| 46 |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 47 |
### Visual Exploration
|
| 48 |
After cleaning the dataset, several visualizations were created to better understand feature behavior and relationships.
|
| 49 |
|
|
|
|
| 44 |
These extreme values represent real but rare ride scenarios (such as very long trips or periods of heavy surge pricing), so removing them would distort the true behavior of the data.
|
| 45 |
Therefore, the outliers were kept to preserve the integrity and variability of the dataset.
|
| 46 |
|
| 47 |
+
|
| 48 |
+
<img src="https://cdn-uploads.huggingface.co/production/uploads/6914bfee85498cde4e532078/nX_qg1krKFdxHxJ_0Xy4S.png" width="600">
|
| 49 |
+
|
| 50 |
+
|
| 51 |
+
<img src="https://cdn-uploads.huggingface.co/production/uploads/6914bfee85498cde4e532078/LbZfnQZEARXZ-93hHWA9q.png" width="600">
|
| 52 |
+
|
| 53 |
+
|
| 54 |
### Visual Exploration
|
| 55 |
After cleaning the dataset, several visualizations were created to better understand feature behavior and relationships.
|
| 56 |
|