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""" Exploring EVA data set
source: https://data.nasa.gov/Raw-Data/Extra-vehicular-Activity-EVA-US-and-Russia/9kcy-zwvn
Extra-vehicular Activity (EVA) - US and Russia
Activities done by an astronaut or cosmonaut outside a spacecraft beyond the Earth's appreciable atmosphere.
Other documentation to include: https://spaceflight.nasa.gov/shuttle/reference/faq/eva.html
Records: https://en.wikipedia.org/wiki/List_of_cumulative_spacewalk_records
1. Anatoly Solovyev (RSA): 82h 22' in 16 EVAs
2. Michael Lopez-Alegria (NASA): 67h 40' in 10 EVAs
NASA National Aeronautics and Space Administration
RSA Roscosmos State Corporation
"""
# Libraries
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
from eva_dataset_cleaner import eva_dataset_cleaner
df_eva_original = pd.read_csv('Extra-vehicular_Activity__EVA__-_US_and_Russia.csv')
df_eva = pd.read_csv('Extra-vehicular_Activity__EVA__-_US_and_Russia.csv')
eva_dataset_cleaner(df_eva)
# Exploring the dataset
print(df_eva_original.head(3))
print(df_eva.head(3))
print(df_eva.tail(3))
print(df_eva.columns)
print(df_eva.shape)