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Add script for rep-13

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Günter Windsperger 2021-05-07 16:35:11 +02:00
parent 4d695a9755
commit 2a79055637
1 changed files with 29 additions and 0 deletions
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ex2/rep-13.py Normal file
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import pandas as pd
df = pd.read_csv(r'./data/Ex2aggFlows_team13.csv')
dataLength = len(df)
mean_packet_count = df['packetTotalCount'].mean()
mean_unique_source = df['distinct(sourceIPAddress)'].mean()
mean_num_bytes = df['ipTotalLength'].mean()
print("Mean `packetTotalCount`: {}".format(round(mean_packet_count, 3)))
print("Mean `distinct(sourceIPAddress)`: {}".format(round(mean_unique_source, 3)))
print("Mean `ipTotalLength`: {}".format(round(mean_num_bytes, 3)))
median_packet_count = df['packetTotalCount'].median()
median_unique_source = df['distinct(sourceIPAddress)'].median()
median_num_bytes = df['ipTotalLength'].median()
print("Median `packetTotalCount`: {}".format(round(median_packet_count, 3)))
print("Median `distinct(sourceIPAddress)`: {}".format(round(median_unique_source, 3)))
print("Median `ipTotalLength`: {}".format(round(median_num_bytes, 3)))
std_packet_count = df['packetTotalCount'].std()
std_unique_source = df['distinct(sourceIPAddress)'].std()
std_num_bytes = df['ipTotalLength'].std()
print("Std `packetTotalCount`: {}".format(round(std_packet_count, 3)))
print("Std `distinct(sourceIPAddress)`: {}".format(round(std_unique_source, 3)))
print("Std `ipTotalLength`: {}".format(round(std_num_bytes, 3)))