How can I fix this code so that the data given from the Plant$\_$data excel sheet imports and gives the highest and lowest correlation. Then, displays the code in a pdf folder and the console? $($Code is not appearing on console or pdf file$)$

import pandas as pd

import numpy as np

import seaborn as sns

import matplotlib.pyplot as plt

def read$\_$to$\_$values$($file$\_$path$)$:

with open$($file$\_$path$)$ as csvfile:

reader $=$ csv$.$DictReader$($csvfile$)$

atm$\_$temp $=[]$

soil$\_$temp $=[]$

atm$\_$hum $=[]$

soil$\_$hum $=[]$

for row in reader:

atm$\_$temp.append$($float$($row$[\text{'}$Atmosphere Temp'$]))$

soil$\_$temp.append$($float$($row$[\text{'}$Soil Temperature'$]))$

atm$\_$hum.append$($float$($row$[\text{'}$Atmosphere Humidity'$]))$

soil$\_$hum.append$($float$($row$[\text{'}$Soil Humidity'$]))$

return atm$\_$temp, soil$\_$temp, atm$\_$hum, soil$\_$hum

def corr$\_$calc$($atm$\_$temp, soil$\_$temp, atm$\_$hum, soil$\_$hum$)$:

# Correlation Calculations

correlations $=$ atm$\_$temp, soil$\_$temp, atm$\_$hum, soil$\_$hum.corr$($method$=$'spearman'$)$

# Highest and Lowest Correlations

correlations $=$ correlations.unstack$().$sort$\_$values$($ascending$=$False$)$

highest$\_$positive$\_$corr $=$ correlations$[($correlations $<1)$ & $($correlations $>=0)].$index$[0]$

highest$\_$negative$\_$corr $=$ correlations$[$correlations $<0].$index$[0]$

result$1=$ correlations$[$highest$\_$positive$\_$corr$]$

result$2=$ correlations$[$highest$\_$negative$\_$corr$]$

print$($f$"$Highest Positive Correlation: $\{$highest$\_$positive$\_$corr$\}-$ Correlation Value: $\{$result$1$:$\mathrm{.}2$f$\}")$

print$($f$"$Highest Negative Correlation: $\{$highest$\_$negative$\_$corr$\}-$ Correlation Value: $\{$result$2$:$\mathrm{.}2$f$\}")$

return highest$\_$positive$\_$corr, highest$\_$negative$\_$corr

def plot$\_$me$($df$,$ col$1,$ col$2,$ title$)$:

# Plot scatter plots with regression lines

sns$.$lmplot$($x$=$col$1,$ y$=$col$2,$ data$=$df$)$

plt$.$title$($title$)$

plt$.$xlabel$($col$1)$

plt$.$ylabel$($col$2)$

plt$.$tight$\_$layout$()$

plt$.$savefig$(\text{'}/$content$/$drive$/$MyDrive$/$Colab Notebooks$/$Plant$\_$Corr.pdf$\text{'})$

plt$.$show$()$

def main$()$:

file$\_$path $="/$content$/$drive$/$MyDrive$/$Colab Notebooks$/$Plant$\_$Data$\_$OG$.$csv$"$

atm$\_$temp, soil$\_$temp, atm$\_$hum, soil$\_$hum $=$ read$\_$to$\_$values$()$

highest$\_$positive$\_$corr, highest$\_$negative$\_$corr $=$ corr$\_$calc$($atm$\_$temp, soil$\_$temp, atm$\_$hum, soil$\_$hum$)$

plot$\_$me$($atm$\_$temp, soil$\_$temp, atm$\_$hum, soil$\_$hum, highest$\_$positive$\_$corr$[0],$ highest$\_$positive$\_$corr$[1],$ "Highest Positive Correlation"$)$

plot$\_$me$($atm$\_$temp, soil$\_$temp, atm$\_$hum, soil$\_$hum, highest$\_$negative$\_$corr$[0],$ highest$\_$negative$\_$corr$[1],$ "Highest Negative Correlation"$)$

if $\_\_$name$\_\_=="\_\_$main$\_\_"$:

main