value_counts dataframe code example

Example 1: value count in python

col-name.value_count()

Example 2: value_counts pandas

>>> index = pd.Index([3, 1, 2, 3, 4, np.nan])
>>> index.value_counts()
3.0    2
4.0    1
2.0    1
1.0    1
dtype: int64

Example 3: plot value counts pandas

df.letters.value_counts().sort_values().plot(kind = 'barh')

Example 4: value_counts pandas condition

print(df)
OUTPUT
   A  B  C
0  1  2  3
1  4  5  6
2  7  8  9

subset_df = df[df["A"] < 3]
column_count = subset_df.count()

print(column_count)
OUTPUT
A    1
B    1
C    1
dtype: int64