BreastCancer_visualization.py

#!/usr/bin/env python
# coding: utf-8

# In[21]:


import pandas as pd
import os
import matplotlib.pyplot as plt


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os.chdir('/Users/jennacleyle/Desktop/Git_Collab/')


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df = pd.read_csv('BreastCancerData.csv')


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df.head()


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df['diagnosis']


# ## Plotting diagnosis histogram

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plt.hist(df['diagnosis'])


# ## Overall radius mean

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plt.hist(df['radius_mean'])
plt.show()


# ## Diagnosis == B radius mean

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plt.hist(df[df['diagnosis']=='B']['radius_mean'])


# ## Diagnosis == M radius mean

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plt.hist(df[df['diagnosis']=='M']['radius_mean'])