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AdroitAnandAI/univ3.py

Created December 15, 2018 00:22
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univ3
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univ3.py
plt.figure(figsize=(25,25))
for idx, col in enumerate(crimeData.columns[2:]): #excluding county & year
counts, bin_edges = np.histogram(crimeData[col], bins=10, density = True)
pdf = counts/(sum(counts))
cdf = np.cumsum(pdf)
plt.subplot(7, 4, idx+1)
plt.plot(bin_edges[1:],pdf, label='PDF')
plt.plot(bin_edges[1:],cdf, label='CDF')
plt.title(col + " CDF",fontsize=15)
plt.xlabel(col)
plt.tight_layout()
plt.legend()
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