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Task Screenshot sepal_length,sepal_width,petal_length,petal_width,species 7.0 cm,32.0 mm,4.7 cm,1.4 cm,versicolor 6.4 cm,32.0 mm,4.5 cm,1.5 cm,versicolor 6.9 cm,31.0 mm,4.9 cm,1.5 cm,versicolor 5.5...

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Task Screenshot

sepal_length,sepal_width,petal_length,petal_width,species
7.0 cm,32.0 mm,4.7 cm,1.4 cm,versicolo
6.4 cm,32.0 mm,4.5 cm,1.5 cm,versicolo
6.9 cm,31.0 mm,4.9 cm,1.5 cm,versicolo
5.5 cm,23.0 mm,4.0 cm,1.3 cm,versicolo
6.5 cm,28.0 mm,4.6 cm,1.5 cm,versicolo
5.7 cm,28.0 mm,4.5 cm,1.3 cm,versicolo
6.3 cm,33.0 mm,4.7 cm,1.6 cm,versicolo
4.9 cm,24.0 mm,3.3 cm,1.0 cm,versicolo
6.6 cm,29.0 mm,4.6 cm,1.3 cm,versicolo
5.2 cm,27.0 mm,3.9 cm,1.4 cm,versicolo
5.0 cm,,3.5 cm,1.0 cm,versicolo
5.9 cm,30.0 mm,4.2 cm,1.5 cm,versicolo
6.0 cm,22.0 mm,4.0 cm,1.0 cm,versicolo
6.1 cm,29.0 mm,4.7 cm,1.4 cm,versicolo
5.6 cm,29.0 mm,3.6 cm,1.3 cm,versicolo
6.7 cm,31.0 mm,4.4 cm,1.4 cm,versicolo
5.6 cm,30.0 mm,4.5 cm,1.5 cm,versicolo
5.8 cm,27.0 mm,4.1 cm,1.0 cm,versicolo
6.2 cm,22.0 mm,4.5 cm,1.5 cm,versicolo
5.6 cm,25.0 mm,3.9 cm,1.1 cm,versicolo
5.9 cm,32.0 mm,4.8 cm,1.8 cm,versicolo
6.1 cm,28.0 mm,4.0 cm,1.3 cm,versicolo
6.3 cm,25.0 mm,4.9 cm,1.5 cm,versicolo
6.1 cm,28.0 mm,4.7 cm,1.2 cm,versicolo
6.4 cm,29.0 mm,4.3 cm,1.3 cm,versicolo
6.6 cm,30.0 mm,4.4 cm,1.4 cm,versicolo
6.8 cm,28.0 mm,4.8 cm,1.4 cm,versicolo
6.7 cm,30.0 mm,5.0 cm,1.7 cm,versicolo
6.0 cm,29.0 mm,4.5 cm,1.5 cm,versicolo
5.7 cm,26.0 mm,3.5 cm,1.0 cm,versicolo
5.5 cm,24.0 mm,3.8 cm,1.1 cm,versicolo
5.5 cm,24.0 mm,3.7 cm,1.0 cm,versicolo
5.8 cm,27.0 mm,3.9 cm,1.2 cm,versicolo
6.0 cm,27.0 mm,5.1 cm,1.6 cm,versicolo
5.4 cm,30.0 mm,4.5 cm,1.5 cm,versicolo
6.0 cm,34.0 mm,4.5 cm,1.6 cm,versicolo
6.7 cm,31.0 mm,4.7 cm,1.5 cm,versicolo
6.3 cm,23.0 mm,4.4 cm,1.3 cm,versicolo
5.6 cm,30.0 mm,4.1 cm,1.3 cm,versicolo
5.5 cm,25.0 mm,4.0 cm,1.3 cm,versicolo
5.5 cm,26.0 mm,4.4 cm,1.2 cm,versicolo
6.1 cm,30.0 mm,4.6 cm,1.4 cm,versicolo
5.8 cm,26.0 mm,4.0 cm,1.2 cm,versicolo
5.0 cm,23.0 mm,3.3 cm,1.0 cm,versicolo
5.6 cm,27.0 mm,4.2 cm,1.3 cm,versicolo
5.7 cm,30.0 mm,4.2 cm,1.2 cm,versicolo
5.7 cm,29.0 mm,4.2 cm,1.3 cm,versicolo
6.2 cm,29.0 mm,4.3 cm,1.3 cm,versicolo
5.1 cm,25.0 mm,3.0 cm,1.1 cm,versicolo
5.7 cm,28.0 mm,4.1 cm,1.3 cm,versicolo
6.3 cm,33.0 mm,6.0 cm,2.5 cm,virginica
5.8 cm,27.0 mm,5.1 cm,1.9 cm,virginica
7.1 cm,30.0 mm,5.9 cm,2.1 cm,virginica
6.3 cm,29.0 mm,5.6 cm,1.8 cm,virginica
6.5 cm,30.0 mm,5.8 cm,2.2 cm,virginica
7.6 cm,30.0 mm,6.6 cm,2.1 cm,virginica
4.9 cm,25.0 mm,4.5 cm,1.7 cm,virginica
7.3 cm,29.0 mm,6.3 cm,1.8 cm,virginica
6.7 cm,25.0 mm,5.8 cm,1.8 cm,virginica
7.2 cm,36.0 mm,6.1 cm,2.5 cm,virginica
6.5 cm,32.0 mm,5.1 cm,2.0 cm,virginica
6.4 cm,27.0 mm,5.3 cm,1.9 cm,virginica
6.8 cm,30.0 mm,5.5 cm,2.1 cm,virginica
5.7 cm,25.0 mm,5.0 cm,2.0 cm,virginica
5.8 cm,28.0 mm,5.1 cm,2.4 cm,virginica
6.4 cm,32.0 mm,5.3 cm,2.3 cm,virginica
6.5 cm,30.0 mm,5.5 cm,1.8 cm,virginica
7.7 cm,38.0 mm,6.7 cm,2.2 cm,virginica
7.7 cm,26.0 mm,6.9 cm,2.3 cm,virginica
6.0 cm,22.0 mm,5.0 cm,1.5 cm,virginica
6.9 cm,32.0 mm,5.7 cm,2.3 cm,virginica
5.6 cm,28.0 mm,4.9 cm,2.0 cm,virginica
7.7 cm,28.0 mm,6.7 cm,2.0 cm,virginica
6.3 cm,27.0 mm,4.9 cm,1.8 cm,virginica
6.7 cm,33.0 mm,5.7 cm,2.1 cm,virginica
7.2 cm,32.0 mm,6.0 cm,1.8 cm,virginica
6.2 cm,28.0 mm,4.8 cm,1.8 cm,virginica
6.1 cm,30.0 mm,4.9 cm,1.8 cm,virginica
6.4 cm,28.0 mm,5.6 cm,2.1 cm,virginica
7.2 cm,30.0 mm,5.8 cm,1.6 cm,virginica
7.4 cm,28.0 mm,6.1 cm,1.9 cm,virginica
7.9 cm,38.0 mm,6.4 cm,2.0 cm,virginica
6.4 cm,28.0 mm,5.6 cm,2.2 cm,virginica
6.3 cm,28.0 mm,5.1 cm,1.5 cm,virginica
6.1 cm,26.0 mm,5.6 cm,1.4 cm,virginica
7.7 cm,30.0 mm,6.1 cm,2.3 cm,virginica
6.3 cm,34.0 mm,5.6 cm,2.4 cm,virginica
6.4 cm,31.0 mm,5.5 cm,1.8 cm,virginica
6.0 cm,30.0 mm,4.8 cm,1.8 cm,virginica
6.9 cm,31.0 mm,5.4 cm,2.1 cm,virginica
6.7 cm,31.0 mm,5.6 cm,2.4 cm,virginica
6.9 cm,31.0 mm,5.1 cm,2.3 cm,virginica
5.8 cm,27.0 mm,5.1 cm,1.9 cm,virginica
6.8 cm,32.0 mm,5.9 cm,2.3 cm,virginica
6.7 cm,33.0 mm,5.7 cm,2.5 cm,virginica
6.7 cm,30.0 mm,5.2 cm,2.3 cm,virginica
6.3 cm,25.0 mm,5.0 cm,1.9 cm,virginica
6.5 cm,30.0 mm,5.2 cm,2.0 cm,virginica
6.2 cm,34.0 mm,5.4 cm,2.3 cm,virginica
5.9 cm,30.0 mm,5.1 cm,1.8 cm,virginica

sepal_length,sepal_width,petal_length,petal_width,species
5.1 cm,35.0 mm,1.4 cm,0.2 cm,setosa
4.9 cm,30.0 mm,1.4 cm,0.2 cm,setosa
4.7 cm,32.0 mm,1.3 cm,0.2 cm,setosa
4.6 cm,31.0 mm,1.5 cm,0.2 cm,setosa
5.0 cm,36.0 mm,1.4 cm,0.2 cm,setosa
5.4 cm,39.0 mm,1.7 cm,0.4 cm,setosa
4.6 cm,34.0 mm,1.4 cm,0.3 cm,setosa
5.0 cm,34.0 mm,1.5 cm,0.2 cm,setosa
4.4 cm,29.0 mm,1.4 cm,0.2 cm,setosa
4.9 cm,31.0 mm,1.5 cm,0.1 cm,setosa
5.4 cm,37.0 mm,1.5 cm,0.2 cm,setosa
4.8 cm,34.0 mm,1.6 cm,0.2 cm,setosa
4.8 cm,30.0 mm,1.4 cm,0.1 cm,setosa
4.3 cm,30.0 mm,1.1 cm,0.1 cm,setosa
5.8 cm,40.0 mm,1.2 cm,0.2 cm,setosa
5.7 cm,44.0 mm,1.5 cm,0.4 cm,setosa
5.4 cm,39.0 mm,1.3 cm,0.4 cm,setosa
5.1 cm,35.0 mm,1.4 cm,0.3 cm,setosa
5.7 cm,38.0 mm,1.7 cm,0.3 cm,setosa
5.1 cm,38.0 mm,1.5 cm,0.3 cm,setosa
5.4 cm,34.0 mm,1.7 cm,0.2 cm,setosa
5.1 cm,37.0 mm,1.5 cm,0.4 cm,setosa
4.6 cm,36.0 mm,1.0 cm,0.2 cm,setosa
5.1 cm,33.0 mm,1.7 cm,0.5 cm,setosa
4.8 cm,34.0 mm,1.9 cm,0.2 cm,setosa
5.0 cm,30.0 mm,1.6 cm,0.2 cm,setosa
5.0 cm,34.0 mm,1.6 cm,0.4 cm,setosa
5.2 cm,35.0 mm,1.5 cm,0.2 cm,setosa
5.2 cm,34.0 mm,1.4 cm,0.2 cm,setosa
4.7 cm,32.0 mm,1.6 cm,0.2 cm,setosa
4.8 cm,31.0 mm,1.6 cm,0.2 cm,setosa
5.4 cm,34.0 mm,1.5 cm,0.4 cm,setosa
5.2 cm,41.0 mm,1.5 cm,0.1 cm,setosa
5.5 cm,42.0 mm,1.4 cm,0.2 cm,setosa
4.9 cm,31.0 mm,1.5 cm,0.1 cm,setosa
5.0 cm,32.0 mm,1.2 cm,0.2 cm,setosa
5.5 cm,35.0 mm,1.3 cm,0.2 cm,setosa
4.9 cm,31.0 mm,1.5 cm,0.1 cm,setosa
4.4 cm,30.0 mm,1.3 cm,0.2 cm,setosa
5.1 cm,34.0 mm,1.5 cm,0.2 cm,setosa
5.0 cm,35.0 mm,1.3 cm,0.3 cm,setosa
4.5 cm,23.0 mm,1.3 cm,0.3 cm,setosa
4.4 cm,32.0 mm,1.3 cm,0.2 cm,setosa
5.0 cm,35.0 mm,1.6 cm,0.6 cm,setosa
5.1 cm,38.0 mm,1.9 cm,0.4 cm,setosa
4.8 cm,30.0 mm,1.4 cm,0.3 cm,setosa
5.1 cm,38.0 mm,1.6 cm,0.2 cm,setosa
4.6 cm,32.0 mm,1.4 cm,0.2 cm,setosa
5.3 cm,37.0 mm,1.5 cm,0.2 cm,setosa
5.0 cm,33.0 mm,1.4 cm,0.2 cm,setosa
7.0 cm,32.0 mm,4.7 cm,1.4 cm,versicolo
6.4 cm,32.0 mm,4.5 cm,1.5 cm,versicolo
6.9 cm,31.0 mm,4.9 cm,1
task-screenshot-i1bkv3ms.pdf iris-testcsv-qwnuuyse.docx iriscsv-uwysdcgb.docx
Answered Same Day Aug 10, 2021

Solution

Yogesh answered on Aug 10 2021
157 Votes
import pandas as pd
# import for graphical data plotting
import matplotlib.pyplot as plt
# for "pairplot" & "PairGrid"
import seaborn as sns
# Stage 1: Read and process the data
def read_and_process(file):
    # read csv file & load as Dataframe
    df = pd.read_csv(file)
    
    # drop empty rows
    df = df.dropna(how = "all")
    
    # strip cm & mm from each column & convert data_type to float
    df["sepal_length"] = df["sepal_length"].str.replace("\scm", "").astype(float)
    df["sepal_width"] = df["sepal_width"].str.replace("\smm", "").astype(float)
    df["petal_length"] = df["petal_length"].str.replace("\scm", "").astype(float)
    df["petal_width"] = df["petal_width"].str.replace("\scm", "").astype(float)
    
    # devide sepal_width by 10
    df["sepal_width"] /= 10
    
    #print(df)
    return df
# Stage 5: Conculsion
def conclusion():
# Return the two (non-species) categories that best identify the species of iris
# Your code here
### by observing graph it can be seen that "petal_length" & "petal_width" are two characteristics which effectively separate the species
    result = ("petal_length", "petal_width",)
    
    return result

# User Menu Function
def start_menu():
    print("1. Create textual...
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