Extract values in Pandas value_counts()
#!/usr/bin/env pythonimport pandas as pd# Make example dataframedf = pd.DataFrame([(1, 'Germany'), (2, 'France'), (3, 'Indonesia'), (4, 'France'), (5, 'France'), (6, 'Germany'), (7, 'UK'), ], columns=['groupid', 'country'], index=['a', 'b', 'c', 'd', 'e', 'f', 'g'])# What you're looking forvalues = df['country'].value_counts().keys().tolist()counts = df['country'].value_counts().tolist()Now, print(df['country'].value_counts()) gives:
France 3Germany 2UK 1Indonesia 1and print(values) gives:
['France', 'Germany', 'UK', 'Indonesia']and print(counts) gives:
[3, 2, 1, 1]