Q$4.$ Please create two bar plots as per below that show:

$1)$ The number of individuals who have a High School Graduate Diploma AND earn $<=50$K in the United States

$2)$ The number of individuals who have a High School Graduate Diploma AND earn $>50$K in the United States

Working on a python question and they are asking to create a separate graph for each of these.

Code :

hs$\_$graduates$\_$low$\_$income $=$ df$[($df$[\text{'}$Degree Status'$]==$ 'High School Grad'$)$ & $($df$[\text{'}$Earnings$\text{'}]<=50000)$ & $($df$[\text{'}$Country$\text{'}]==$ 'United States'$)]$

hs$\_$graduates$\_$high$\_$income $=$ df$[($df$[\text{'}$Degree Status'$]==$ 'High School Grad'$)$ & $($df$[\text{'}$Earnings$\text{'}]>50000)$ & $($df$[\text{'}$Country$\text{'}]==$ 'United States'$)]$

# Step $4$: Count the number of individuals in each category.

low$\_$income$\_$counts $=$ hs$\_$graduates$\_$low$\_$income.shape$[0]$

high$\_$income$\_$counts $=$ hs$\_$graduates$\_$high$\_$income.shape$[0]$

# Step $5$: Create bar plots.

# Bar plot for individuals with High School Graduate Diploma and $<=50$K income

plt$.$bar$([\text{'}<=50$K$\text{'}],[$low$\_$income$\_$counts$],$ color$=$'blue', label$=\text{'}<=50$K$\text{'})$

# Bar plot for individuals with High School Graduate Diploma and $>50$K income

plt$.$bar$([\text{'}>50$K$\text{'}],[$high$\_$income$\_$counts$],$ color$=$'orange', label$=\text{'}>50$K$\text{'})$

# Add labels and title

plt$.$xlabel$(\text{'}$Earnings$\text{'})$

plt$.$ylabel$(\text{'}$Number of Individuals'$)$

plt$.$title$(\text{'}$Number of High School Graduates by Income in the United States'$)$

# Add legend

plt$.$legend$()$

# Show the plot

$plt.$show$()$

error

KeyError Traceback $($most recent call last$)$

File ~$\backslash$anaconda$3\backslash$lib$\backslash$site$-$packages$\backslash$pandas$\backslash$core$\backslash$indexes$\backslash$base$.$py:$3802,$ in Index.get$\_$loc$($self$,$ key, method, tolerance$)$

$3801$ try:

$->3802$ return self.$\_$engine.get$\_$loc$($casted$\_$key$)$

$3803$ except KeyError as err:

File ~$\backslash$anaconda$3\backslash$lib$\backslash$site$-$packages$\backslash$pandas$\backslash \_$libs$\backslash$index$.$pyx:$138,$ in pandas.$\_$libs.index.IndexEngine.get$\_$loc$()$

File ~$\backslash$anaconda$3\backslash$lib$\backslash$site$-$packages$\backslash$pandas$\backslash \_$libs$\backslash$index$.$pyx:$165,$ in pandas.$\_$libs.index.IndexEngine.get$\_$loc$()$

File pandas$\backslash \_$libs$\backslash$hashtable$\_$class$\_$helper.pxi:$5745,$ in pandas.$\_$libs.hashtable.PyObjectHashTable.get$\_$item$()$

File pandas$\backslash \_$libs$\backslash$hashtable$\_$class$\_$helper.pxi:$5753,$ in pandas.$\_$libs.hashtable.PyObjectHashTable.get$\_$item$()$

KeyError: 'Degree Status'

The above exception was the direct cause of the following exception:

KeyError Traceback $($most recent call last$)$

Cell In$[48],$ line $1$

$---->1$ hs$\_$graduates$\_$low$\_$income $=$ df$[($df$[\text{'}$Degree Status'$]==$ 'High School Grad'$)$ & $($df$[\text{'}$Earnings$\text{'}]<=50000)$ & $($df$[\text{'}$Country$\text{'}]==$ 'United States'$)]$

$2$ hs$\_$graduates$\_$high$\_$income $=$ df$[($df$[\text{'}$Degree Status'$]==$ 'High School Grad'$)$ & $($df$[\text{'}$Earnings$\text{'}]>50000)$ & $($df$[\text{'}$Country$\text{'}]==$ 'United States'$)]$

$4$ # Step $4$: Count the number of individuals in each category.

File ~$\backslash$anaconda$3\backslash$lib$\backslash$site$-$packages$\backslash$pandas$\backslash$core$\backslash$frame$.$py:$3807,$ in DataFrame.$\_\_$getitem$\_\_($self$,$ key$)$

$3805$ if self.columns.nlevels $>1$:

$3806$ return self.$\_$getitem$\_$multilevel$($key$)$

$->3807$ indexer $=$ self.columns.get$\_$loc$($key$)$

$3808$ if is$\_$integer$($indexer$)$:

$3809$ indexer $=[$indexer$]$

File ~$\backslash$anaconda$3\backslash$lib$\backslash$site$-$packages$\backslash$pandas$\backslash$core$\backslash$indexes$\backslash$base$.$py:$3804,$ in Index.get$\_$loc$($self$,$ key, method, tolerance$)$

$3802$ return self.$\_$engine.get$\_$loc$($casted$\_$key$)$

$3803$ except KeyError as err:

$->3804$ raise KeyError$($key$)$ from err

$3805$ except TypeError:

$3806$ # If we have a listlike key, $\_$check$\_$indexing$\_$error will raise

$3807$ # InvalidIndexError. Otherwise we fall through and re$-$raise

$3808$ # the TypeError.

$3809$ self.$\_$check$\_$indexing$\_$error$($key$)$

KeyError: 'Degree Status'