#!/usr/bin/python3
# -*- coding: utf-8 -*-

# %% pandas

# Many stats will just be methods of your data frame with pandas:
import numpy as np
import pandas as pd

help(pd.DataFrame)

df = pd.read_csv("employee_birthday.csv")
df["eid"] = np.array([1, 2, 3, 4, 5, 6, 7, 8, 9])
df["salary"] = np.array([1, 2, 3, 4, 5, 6, 7, 8, 9])
df.describe()
df["eid"].mean()
df["eid"].plot()
df["eid"].plot.box()
df.plot()
# see: https://pandas.pydata.org/pandas-docs/stable/getting_started/intro_tutorials/index.html