Update README.md

README.md

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 license: odbl
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 # Predicting Whether a Nuclear Reactor Is PWR or BWR
 
 ## Dataset Overview
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 This question was explored using a bar chart comparing the **mean** and **median** capacity of each reactor type.
 
+![Question 1](q%201.png)
+
 **Answer:**  
 Yes. PWR reactors generally show higher capacity values than BWR reactors.  
 Both the average and the median capacity are higher for PWR reactors, although the number of PWR reactors in the dataset is also much larger.
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 This question was explored using a **world map** based on latitude and longitude.
 
+![Question 2](q%202.png)
+
 **Answer:**  
 The map shows that nuclear reactors are highly concentrated near coastlines.  
 There is some geographic difference between PWR and BWR reactors, but not a perfect separation.  
-For example, many reactors in Russia and nearby regions appear to be PWR, and China also shows many PWR reactors.  
-# in general i see that there is two teams here, team "washington" and team "russia/china" it's not super obvies but we can defenetly can see it from the map. 
-# maybe i shuld improve my model by consider in which "team" the reactor is located.
+For example, many reactors in Russia and nearby regions appear to be PWR, and China also shows many PWR reactors.
+
+In general, the map suggests two visible geographic blocs: one around the United States and another around Russia/China.  
+This pattern is not perfectly sharp, but it is visible enough to suggest that geographic location may contain useful predictive information.
 
 ### Question 3: Which countries contain the highest numbers of PWR and BWR reactors?
 
 This question was explored using a **stacked bar chart** of reactor counts by country and reactor type.
 
+![Question 3](q%203.png)
+
 **Answer:**  
-The United States and China appear to have the highest numbers of reactors, followed by countries such as Japan and France. russia is surprisingly low maybe because of  chernobyl  
+The United States and China appear to have the highest numbers of reactors, followed by countries such as Japan and France.  
+Russia appears lower than expected in this dataset.  
 The distribution of PWR and BWR reactors is not the same in all countries, which suggests that country may be useful as a predictive feature.
 
 ### Question 4: How does the total global capacity compare between PWR and BWR reactors?
 
 This question was explored using a **bar chart** of total capacity by reactor type.
 
+![Question 4](q%204.png)
+
 **Answer:**  
 PWR reactors contribute much more total global capacity than BWR reactors in this dataset.  
 This matches the earlier findings that PWR reactors are both more common and usually larger in capacity.