Update README.md

README.md

@@ -48,10 +48,10 @@ I handled outliers using box plot:
 
 ![image](https://cdn-uploads.huggingface.co/production/uploads/6910977ace661438b728d763/4jvsoX1r0wXtcV-_DdAiP.png)
 
-it is noticable that minumus nights has outliers as it is not possible to have negative value, and it is weird to have values larger than 365
+it is noticable that minimum nights has outliers as it is not possible to have negative value, and it is weird to have values larger than 365.
 
 ![image](https://cdn-uploads.huggingface.co/production/uploads/6910977ace661438b728d763/TFazhYjHR5SMO5RgZRH1b.png)
-**number of reviews and reviews per month** : I see a lot of data points far from the regular range.
+**number of reviews and reviews per month** : we can see there are a lot of outliers.
  That popular listing is an outlier, but it's one of the most important data points! We definitely keep these, it just implies about the property popularity.
 
 **calculated host listings count** - there are many "Far" data point but, it might be "superhosts" or property managers who own many listings. we will keep it.
@@ -127,7 +127,7 @@ This indicates that while Manhattan has high volume, its rating consistency is l
 
 ![image](https://cdn-uploads.huggingface.co/production/uploads/6910977ace661438b728d763/rG77qMCteg3FSO6_kGqih.png)
 
-A clear pattern emerges:  
+A clear  but slight pattern emerges:  
 - Hosts who manage more properties tend to have higher average ratings
 
 This may suggest that professional or experienced hosts provide more consistent service and maintain higher-quality listings.