#!/usr/bin/env python
# coding: utf-8

# ## Faster First EDA with pandas-profiling

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# importing required packages
import pandas as pd
import pandas_profiling
import numpy as np


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# importing the data
df = pd.read_csv('/Users/lukas/Downloads/titanic/train.csv')


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# checking the head
df.head()


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# descriptive statistics
df.describe()


# **Create an inline report**

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pandas_profiling.ProfileReport(df)


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# sample vs. head
df.sample(5)


# **Save Report to HTML**

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pfr = pandas_profiling.ProfileReport(df)
pfr.to_file("/tmp/example.html")


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pfr


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df.head()


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