Druhé rande s R, slzy a frustrace

Pokus posunout náš vztah s R na vyšší level tedy velmi bolel. Bez líbivého tutoriálu a odznáčků s obrázky chobotnice se jevil mnohem méně přístupný a musím přiznat, že jsem si na jeho záludnostech docela vylámala zuby.

Takhle vypadá rozhraní RStudia, které slouží k práci s R. Nemá zrovna vstřícnou povahu a rozhodně nikomu neradím vynechat přednášku o tom, jak s ním zacházet ;)

Naším úkolem bylo podle zadání pracovat s předem určenými proměnnými kterými byl název firmy, její obrat, zisk a konkrétní rok, ke kterému se tyto údaje vztahují. Zadání zahrnovalo celkem devět dílčích úkolů.

1. Vytvořte data frame z daných proměnných.

> companiesData <- data.frame(fy, company, revenue, profit)
> colnames(companiesData) = c(“fy”, “company”, “revenue”, “profit”)> str(companiesData)
'data.frame':   9 obs. of  4 variables:
 $ fy     : num  2010 2011 2012 2010 2011 ...
 $ company: Factor w/ 3 levels "Apple","Google",..: 1 1 1 2 2 2 3 3 3
 $ revenue: num  65225 108249 156508 29321 37905 ...
 $ profit : num  14013 25922 41733 8505 9737 ...

 

2. Převeďte fy (tj. zde rok) na factor.

> companiesData$fy <- factor(fy, ordered = T)
> str(companiesData)
'data.frame':   9 obs. of  4 variables:
 $ fy     : Ord.factor w/ 3 levels "2010"<"2011"<..: 1 2 3 1 2 3 1 2 3
 $ company: Factor w/ 3 levels "Apple","Google",..: 1 1 1 2 2 2 3 3 3
 $ revenue: num  65225 108249 156508 29321 37905 ...
 $ profit : num  14013 25922 41733 8505 9737 ...

 

3. Vypište jen hodnoty pro firmu Apple.

> companiesData[companiesData$company=='Apple',]
    fy company revenue profit
1 2010   Apple   65225  14013
2 2011   Apple  108249  25922
3 2012   Apple  156508  41733

 

4. Přidejte nový sloupec "margin", který bude obsahovat marži v procentech.

> companiesData$margin <- (companiesData$profit / companiesData$revenue) * 100
> companiesData$margin <- round(companiesData$margin, 1)
> companiesData
    fy   company revenue profit       V5 margin
1 2010     Apple   65225  14013 21.48409   21.5
2 2011     Apple  108249  25922 23.94664   23.9
3 2012     Apple  156508  41733 26.66509   26.7
4 2010    Google   29321   8505 29.00651   29.0
5 2011    Google   37905   9737 25.68790   25.7
6 2012    Google   50175  10737 21.39910   21.4
7 2010 Microsoft   62484  18760 30.02369   30.0
8 2011 Microsoft   69943  23150 33.09838   33.1
9 2012 Microsoft   73723  16978 23.02945   23.0

 

5. Najděte historicky nejvyšší marži.

> max(companiesData$margin)
[1] 33.1

 

6. Jaká firma a v jakém roce ji měla? (Aneb kde ani Google nepomůže.)

Error

7. Vytvorřte data frame obsahující pouze data pro Apple.

> apple <- companiesData[companiesData$company=='Apple',]
> apple
    fy company revenue profit       V5 margin
1 2010   Apple   65225  14013 21.48409   21.5
2 2011   Apple  108249  25922 23.94664   23.9
3 2012   Apple  156508  41733 26.66509   26.7

 

8. Vytvořte sloupcový graf revenue pro Apple po letech, nazvěte jej "Revenue for Apple by Year".

barplot(revenue[1:3], main = "Revenue of Apple by year", )
 

 

9. Do grafu vepište vodorovnou modrou čáru, která určije revenue firmy Google v roce 2012.

> (a = companiesData[companiesData$fy==2012 &  companiesData$company=="Google", ])
    fy company revenue profit margin
6 2012  Google   50175  10737   21.4
> a = a$revenue
> abline(h=a,col="blue")


 






 

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