please check and correct the phython code and give both input code and output as evidance. output data should be without decimal places. please give all the steps.Thank you

import$$time$$import$$pandas$$as$$pd$$import$$matplotlib$.$pyplot$$as$$plt$$class$$SimplePVSystem:$$def$\_\_$init$\_\_($self$)$: self.pstc$=410$self.tstc$=25$self$.$gamma$=-0\mathrm{.}0034$self$.$mount$\_$temp$\_$rise$=\{\text{'}$pole$\text{'}$:$25,\text{'}$a$-$frame':$30,$'roof':$35\}$ self.months$=[\text{'}$Jan$\text{'},$'Feb','Mar','Apr','May','Jun','Jul','Aug','Sep','Oct','Nov','Dec'$]$defcalculate$\_$power$($self$,$ambient$\_$temp,module$\_$count,mounting$=$'roof'$)$: t$\_$cell$=$ambient$\_$temp$+$self.mount$\_$temp$\_$rise$[$mounting$]$ p$\_$derated$=$self.pstc$*(1+$self.gamma$*($t$\_$cell$-$self.tstc$))$ total$\_$power$=$p$\_$derated$*$module$\_$count$$return$$round$($total$\_$power,$1)$defanalyze$\_$regions$($self$,$regions$\_$data,module$\_$count,mounting$=$'roof'$)$: results$=\{\}$ timestamp$=$int$($time$.$time$())$forregion$,$temps$$in$$regions$\_$data.items$()$: power$\_$outputs$=[$self$.$calculate$\_$power$($temp$,$module$\_$count,mounting$)$for$$temp$$intemps$]$ results$[$region$]=\{\text{'}$temps$\text{'}$:temps,'power':power$\_$outputs$\}$ filename$=$f'report$\_\{$region$\}\_\{$timestamp$\}.$txt$\text{'}$withopen$($filename$,\text{'}$w$\text{'})$as$$f: f$.$write$($f$"$Analysis for$\{$region$\}$

$\{\text{'}=\text{'}*40\}$

$")$ f$.$write$("$Month Temp $($C$)$ Power $($W$)$

$")$formonth$,$temp,power$$in$$zip$($self$.$months,temps,power$\_$outputs$)$: f$.$write$($f$"\{$month:$<10\}\{$temp:$>8\mathrm{.}1$f$\}\{$power:$>10\mathrm{.}1$f$\}$

$")$print$($f$"$Saved report for$\{$region$\}")$ plt$.$figure$($figsize$=(12,6))$for$$region$,$data$$in$$results$.$items$()$: plt$.$plot$($self$.$months,data$[\text{'}$power$\text{'}],$marker$=\text{'}$o$\text{'},$label$=$region$)$ plt$.$title$(\text{'}$PV Module Power Output by Region'$)$ plt$.$xlabel$(\text{'}$Month$\text{'})$ plt$.$ylabel$(\text{'}$Power Output $($W$)\text{'})$ plt$.$legend$()$ plt$.$grid$($True$)$ plt$.$savefig$($f$\text{'}$pv$\_$analysis$\_$plot$\_\{$timestamp$\}.$png$\text{'})$ plt$.$close$()$return$$results$$def$$main$()$: pv$\_$system$=$SimplePVSystem$()$while$$True:$$try: module$\_$count$=$int$($input$("$Enter the number of modules in the solar farm: $"))$if$$module$\_$count$>0$:$$breakprint$("$Please enter a positive number."$)$except$$ValueError:$$print$("$Please enter a valid number."$)$while$$True: mounting$=$input$("$Enter mounting type $($pole$/$a$-$frame$/$roof$)$: $").$lower$()$if$$mounting$$in$$pv$\_$system.mount$\_$temp$\_$rise:$$breakprint$("$Invalid mounting type. Please choose pole, a$-$frame, or roof."$)$ regions$=\{\}$while$$True: region$\_$name$=$input$("$Enter region name $($or 'done' to finish$)$: $")$if$$region$\_$name.lower$()==$'done':$$if$$not$$regions:$$print$("$Please enter at least one region."$)$continue$$break$$temps$=[]$print$($f$"$Enter monthly temperatures for$\{$region$\_$name$\}$:$")$for$$month$$inpv$\_$system.months:$$while$$True:$$try: temp$=$float$($input$($f$"$Temperature for$\{$month$\}$: $"))$ temps.append$($temp$)$break$$exceptValueError:$$print$("$Please enter a valid temperature."$)$ regions$[$region$\_$name$]=$temps results$=$pv$\_$system.analyze$\_$regions$($regions$,$module$\_$count,mounting$)$ timestamp$=$int$($time$.$time$())$print$("$

Summary Statistics:"$)$print$("="*50)$ monthly$\_$comparison$=$pd$.$DataFrame$()$ monthly$\_$comparison$[\text{'}$Month$\text{'}]=$pv$\_$system.months$$forregion$,$data$$in$$results$.$items$()$: avg$\_$power$=$sum$($data$[\text{'}$power$\text{'}])/$len$($data$[\text{'}$power$\text{'}])$ max$\_$power$=$max$($data$[\text{'}$power$\text{'}])$ min$\_$power$=$min$($data$[\text{'}$power$\text{'}])$print$($f$"$

$\{$region$\}$:$")$print$($f$"$Average Power:$\{$avg$\_$power:$\mathrm{.}1$f$\}$W$")$print$($f$"$Max Power:$\{$max$\_$power:$\mathrm{.}1$f$\}$W$")$print$($f$"$Min Power:$\{$min$\_$power:$\mathrm{.}1$f$\}$W$")$print$($f$"$Annual Variation:$\{($max$\_$power$-$min$\_$power$)$:$\mathrm{.}1$f$\}$W$")$ monthly$\_$comparison$[$f$\text{'}\{$region$\}\_$Temp'$]=$data$[\text{'}$temps$\text{'}]$ monthly$\_$comparison$[$f$\text{'}\{$region$\}\_$Power'$]=$data$[\text{'}$power$\text{'}]$ excel$\_$file$=$f'detailed$\_$pv$\_$analysis$\_\{$timestamp$\}.$xlsx$\text{'}$withpd$.$ExcelWriter$($excel$\_$file$)$as$$writer: monthly$\_$comparison.to$\_$excel$($writer$,$sheet$\_$name$=$'Monthly Comparison',index$=$False$)$for$$region$,$data$$in$$results$.$items$()$: df$=$pd$.$DataFrame$(\{\text{'}$Month$\text{'}$:pv$\_$system.months,'Temperature $($C$)\text{'}$:data$[\text{'}$temps$\text{'}],$'Power Output $($W$)\text{'}$:data$[\text{'}$power$\text{'}]\})$ df$.$to$\_$excel$($writer$,$sheet$\_$name$=$region,index$=$False$)$print$($f$"$

Detailed Excel analysis saved as:$\{$excel$\_$file$\}")$print$("$Analysis complete!"$)$if$\_\_$name$\_\_=="\_\_$main$\_\_"$: main$()$