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

# In[6]:


import pandas as pd
import numpy as np
import matplotlib.pyplot as plt

get_ipython().run_line_magic('matplotlib', 'inline')
plt.style.use('ggplot')

# check if config exists
try:
    config
except NameError:
    config_exists = False
else:
    config_exists = True

# make config if it does not exist already (e.g. passed in by papermill)
if not(config_exists):
    # set up some config for the experiment run
    config = {
        "data_url" : "https://raw.githubusercontent.com/andrewm4894/papermill_dev/master/data/titanic.csv",
    }
print(config)


# In[7]:


df = pd.read_csv(config['data_url'])
print(df.shape)
df.head()


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df.describe()


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for col in df._get_numeric_data().columns:
    ax = df[col].hist()
    ax.set_title(col)
    plt.show()


# In[10]:


ax = pd.plotting.scatter_matrix(df._get_numeric_data(),figsize=(10,10))
plt.show()


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