#372 TSA data: Number of passengers at USA airport checkpoints

Good news for the aerospace industry because the number of passengers passing through TSA checkpoints this year is the same as in 2019 (before COVID-19).

import pandas as pd
import numpy as np
import math
import matplotlib.pyplot as plt
from plotnine import ggplot, geom_point, aes, stat_smooth, facet_wrap,geom_smooth,labs, scale_x_continuous,geom_line
from plotnine import *

import matplotlib
print(matplotlib.__version__)
df=pd.read_csv("data_tsa2.txt", delimiter=r"\s+")

a2019=(
    ggplot(df) +
    geom_line(aes(x = 'Date', y = 'c2019',colour ='"blue"'),size=0.1) +
    geom_point(aes(x = 'Date', y = 'c2019',color='"blue"'),size=0.2) +
    geom_smooth(aes(x = 'Date', y = 'c2019',color='"blue"'),span=.3,size=1.0) +
    
    geom_line(aes(x = 'Date', y = 'c2020',colour = '"black"'),size=0.1) +    
    geom_point(aes(x = 'Date', y = 'c2020',color='"black"'),size=0.2) +
    geom_smooth(aes(x = 'Date', y = 'c2020',color='"black"'),span=.1,size=1.0) +

    geom_line(aes(x = 'Date', y = 'c2021',colour = '"green"'),size=0.1) +    
    geom_point(aes(x = 'Date', y = 'c2021',color='"green"'),size=0.2) +
    geom_smooth(aes(x = 'Date', y = 'c2021',color='"green"'),span=.3,size=1.0) +
    
    geom_line(aes(x = 'Date', y = 'c2022',colour = '"orange"'),size=0.1) +    
    geom_point(aes(x = 'Date', y = 'c2022',color='"orange"'),size=0.2) +
    geom_smooth(aes(x = 'Date', y = 'c2022',color='"orange"'),span=.3,size=1.0) +

    geom_line(aes(x = 'Date', y = 'c2023',colour = '"red"'),size=0.1) +    
    geom_point(aes(x = 'Date', y = 'c2023',color='"red"'),size=0.2) +
    geom_smooth(aes(x = 'Date', y = 'c2023',color='"red"'),span=.3,size=1.0) +
    scale_x_continuous(breaks=range(0,365,14)) +
    theme(text=element_text(family="Tahoma", size=10)) +
    scale_colour_manual(name = "Years", values = ["blue","black",
                                                  "green","orange","red"],
                      labels = ['2019','2020','2021','2022','2023']) +
    labs(title='Number of passengers at USA Airport TSA checkpoints',
           x='Day #',
           y='Number of Passengers')
    )

p1=print(a2019)
plt.savefig('ex372.png', dpi=300)
plt.show()

Last Updated on 2023-08-09 by gantovnik