parse_dates pandas code example

Example 1: date parser python pandas

mydateparser = lambda x: pd.datetime.strptime(x, "%Y %m %d %H:%M:%S")
df = pd.read_csv("file.csv", sep='\t', names=['date_column', 'other_column'], parse_dates=['date_column'], date_parser=mydateparser)

Example 2: parse_dates format pandas

pd.read_csv('data/data_1.csv', parse_dates=['date'], dayfirst=True)

Example 3: read_csv separator

import pandas as pd

df = pd.read_csv('data.csv',sep=';')

# also working
df = pd.read_csv('data.csv',delimiter=';')

Example 4: pandas read csv

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

Example 5: pandas read csv

import pandas as pd
cereal_df = pd.read_csv("/tmp/tmp07wuam09/data/cereal.csv")
cereal_df2 = pd.read_csv("data/cereal.csv")

# Are they the same?
print(pd.DataFrame.equals(cereal_df, cereal_df2))

Example 6: pandas read csv python

pd.read_csv('data.csv')  # doctest: +SKIP