Datasets:

Liori25
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Airbnb_open_data

Dataset card Data Studio Files Files and versions

Liori25 commited on Nov 13, 2025

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@@ -37,8 +37,8 @@ A series of preprocessing steps were performed to prepare the dataset for analys
 ### Data Quality Fixes
 - Corrected spelling issues in `neighbourhood_group`:
-  - "brooklm" → Brooklyn
-  - "manhatan" → Manhattan
 - Handled rare categories by checking frequency
 - Filled missing values
 - Resolved contradictions (e.g., listings with 0 reviews but a rating)

 ### Data Quality Fixes
 - Corrected spelling issues in `neighbourhood_group`:
+  - "brooklm" to "Brooklyn"
+  - "manhatan" to "Manhattan"
 - Handled rare categories by checking frequency
 - Filled missing values
 - Resolved contradictions (e.g., listings with 0 reviews but a rating)