Paired plot mit verschiedenen Linienfarben

Wie erstelle ich Grafiken, was ist zu beachten?

Moderatoren: EDi, jogo

Antworten
FledermausR
Beiträge: 14
Registriert: Fr Mär 23, 2018 11:24 am

Paired plot mit verschiedenen Linienfarben

Beitrag von FledermausR »

Hallo,
ich habe gepaarte Temperaturmessungen (Temp_A und Temp_B), die ich in einem paired plot darstelle.

Code: Alles auswählen

ggpaired(Tsk.pip, cond1 = "Temp_A", cond2 = "Temp_B" )
wie setze ich folgendes um: ich möchte alle Linien grau oder transparent haben, außer die, die einen Temperaturanstieg von >1,2°C zeigen, sollen in einer anderen Farbe erscheinen.
Kann mir jemand helfen?
Vielen Dank

(hier die Daten)

Code: Alles auswählen

Tsk.pip<-structure(list(Temp_A = c(4.3, 4.1, 3.9, 4, 4.4, 4, 4.6, 4.5, 
4.4, 4.5, 4.9, 4.6, 4.7, 4.7, 4.1, 4.3, 4.1, 3.7, 4.5, 4.7, 4.6, 
4.5, 4.8, 5, 5, 5.1, 5.4, 5.1, 5.3, 5.6, 4.1, 4.1, 4.1, 2.6, 
2.9, 3.1, 2.9, 2.5, 2.4, 2.3, 2.7, 3.5, 3.1, 3.2, 3.3, 3.7, 2.7, 
2.8, 2.8, 2.8, 2.8, 4.7, 3.7, 3.5, 3.7, 2.9, 3.2, 3.4, 3.4, 2.7, 
2.8, 2.7, 2.9, 3.5, 3.8, 3.8, 2.4, 1.5, 1.7, 2.3, 2.3, 2.2, 2, 
2.6, 2.7, 2.5, 2.4, 2.5, 3, 3, 2.7, 2.7, 3.4, 3.3, 3.2, 2.2, 
2.4, 2.2, 2.5, 2.4, 2.4, 2.8, 3, 2.9, 3, 3.7, 3.5, 3.5, 3.6, 
2.9, 3, 3.2, 3.5, 3.4, 3.3, 3.5, 3.4, 3.2, 3.2, 3.1, 3.2, 3.8, 
4, 3.6, 3.6, 3.6, 3.6, 3.1, 3.3, 3.6, 3.8, 3.7, 3.7, 3.2, 3.8, 
3.9, 3.2, 3.2, 3, 3.2, 3.3, 3.1, 2.2, 2.2, 2.8, 2.3, 2.2, 2.2, 
2.1, 2.9, 2.3, 2.2, 2.2, 2.4, 2.3, 2.3, 2.4, 2.4, 3.1, 2.2, 2.3, 
2.1, 2.1, 2.4, 2.3, 2.4, 2.5, 2.5, 2.8, 2.8, 2.9, 3.2, 3, 3, 
3, 3.2, 2.2, 2.1, 2.1, 2.2, 2.3, 0.7, 0.8, 0.9, 1.4, 1.2, 1.1, 
1, 0.8, 0.5, 1.4, 0.8, 0.7, 1.2, 1.3, 0.8, 1.3, 1.3, 1.1, 1.9, 
1.7, 1.8, 1.3, 1.2, 2, 1.6, 1.6, 1.9, 0.8, 0.8, 1, 0.7, 0.6, 
0.6, 0.5, 0.6, 0.7, 0.4, 0.3, 0.3, 0.4, 0, 0, 0.5, 0.3, 0.4, 
0.2, 0.1, -0.1, 0.2, -0.2, -0.2, -0.1, 0, 0.7, 1, 0.8, 0.8, 1.5, 
1.3, 1, 0.9, 1.1, 1.2, 1.1, 1.1, 1.4, 1.1, 1.1, 1.1, 1.2, 1.4, 
1.4, 1.4, 0.3, 0.4, 0.2, -1.6, -1.6, -1, -1.2, -1, -0.9, -1.1, 
-0.8, -0.9, -1.2, 0.1, 0.5, 0.2, 0.4, 0.2, 0.1, -0.6, -0.9, -0.9, 
-0.4, -0.8, -0.9, 1, -0.6, -0.1, -0.1, -0.4, -0.4, -0.9, -0.5, 
-0.1, -0.8, -0.1, -0.4, -0.4, -0.4, 0, -0.2, 0.1, -0.2, -0.4, 
-0.1, -0.5, -0.6, -0.5, -0.3, -0.3, -0.3, -0.2, -0.3, -0.3, -0.6, 
-0.1, -0.2, -0.4, -0.3, -0.1, 0, -0.2, -0.1, -0.2, 0.2, -0.4, 
-0.4, -0.1, -0.2, -0.3, -0.2, -0.3, 4, 4.1, 4.6, 4.6, 4.1, 4, 
4.2, 4.4, 4.8, 4.3, 4.4, 4.5, 4.5, 4.4, 5.2, 5.1, 5.1, 4.9, 5, 
4.9, 5.1, 5.1, 4.8, 4.8, 5, 4.7, 4.8, 5.1, 4.6, 4.8, 4.8, 4.7, 
4.7, 4.6, 4.7, 4.8, 4.4, 4.7, 4.4, 4.5, 4.7, 4.7, 4.8, 4.7, 4.6, 
4.6, 4.4, 4.5, 4.7, 4.6, 4.8, 4.7, 4.2, 4.4, 4.5, 4.3, 4.3, 4.2, 
4.2, 4.3, 4.4, 4.4, 4.5, 4.2, 2.6, 2.7, 2.9, 2.6, 2.9, 2.3, 2.3, 
2.4, 2.4, 2.5, 3.3, 3.1, 3.3, 3.3, 4, 3.4, 3.3, 3.4, 3.4, 4.1, 
4.1, 2.8, 3, 3, 3.4, 3.3, 3.6, 3.6, 3.6, 4, 3.1, 3.4, 3.4, 3, 
3, 3, 3.7, 3.5, 3.3, 3.4, 3.4, 3.4, 3.7, 3.7, 3.7, 3.4, 2.6, 
2.7, 2.7, 2.9, 2.7, 2.7, 2.6, 3.2, 3, 2.1, 2.2, 2.5, 2.1, 2, 
1.9, 1.9, 1.9, 2, 2.1, 1.9, 2.6, 2.6, 2.3, 2.1, 3.7, 3.7, 2.8, 
2.7, 2.6, 2.5, 2.6, 3.5, 3.3, 3.2, 3.2, 3.4, 2.9, 3.2, 3.7, 2.9, 
3, 3.4, 3.3, 3.3, 3, 2.9, 2.9, 3, 2.8, 2.8, 2.8, 3.2, 3.2, 3.2, 
2.3, 2.3, 2.3, 2.2, 1.9, 2, 2, 2, 2.1, 1.8, 1.9, 1.8, 1.7, 2.2, 
2.2, 1.5, 1.6, 1.3, 3.3, 3.5, 3, 3.3, 3.3, 3.5, 2.9, 3.5, 3.1, 
3, 2.9, 3, 3.1, 3.2, 3.2, 3.2, 3.9, 3.9, 3.7, 4.3, 4.2, 4.3, 
3.2, 3.1, 3.1, 3.8, 3.9, 3.6, 3.7, 3.8, 3.8, 4.1, 3.5, 3.7, 3.6, 
3.5, 3.6, 3.6, 3.6, 3.4, 3.5, 3.4, 3.5, 3.1, 3.2, 3, 3.4, 3.4, 
3.5, 3.5, 3.5, 3.7, 4.3, 4.2, 4.2, 4.5, 4.2, 4.2, 4.2, 4.2, 4.3, 
4.2, 4.3, 4.2, 4.3, 4.2, 4.3, 4.3, 4.6, 2, 1.8, 2.3, 2, 2.1, 
2.2, 2.1, 1.9, 2, 2.2, 1.6, 1.6, 1.8, 1.9, 2.9, 2.7, 2.7, 2.3, 
2.6, 2.9, 2.7, 2.8, 2.2, 2.7, 2.7, 2.8, 2.9, 2.9, 3.2, 3, 3, 
3.1, 3.3, 3.4, 3.5, 2, 1.9, 2.1, 2.8, 2.8, 2.2, 2, 1.9, 1.8, 
2, 1.8, 1.7, 1.5, 2.7, 3, 2.7, 2.8, 2.6, 2.3, 2.3, 2.1, 2, 2.1, 
2.1, 2, 1.9, 1.9, 1.7, 1.7, 1.9, 1.7, 1.7, 1.1, 1.2, 1.2, 2.4, 
0.5, 0.6, 0.4, 0.4, 0.4, 0.4, 0.4, 0.5, 0.1, 0.2, 0, 0.1, 0.8, 
1.5, 0.9, 0.8, 1, 1, 0.9, 1.4, 1.2, 1.4, 1.2, 1.2, 0.9, 0.8, 
0.8, 1.1, 1.2, 1.1, 2.2, 1.8, 1.3, 1.4, 1.2, 2.1, 2.1, 2.1, 2, 
1.7, 1.8, 2.2, 2, 2.1, 2.1, 2, 2.1, 1.9, 1.7, 1.6, 1.7, 1.5, 
1.5, 1.4, 1.2, 0.7, 0.9, 1.1, 1, 0.5, 0.4, 0, 0.6, 0.1, 0.3, 
0.5, 0.5, 0.4, 0.4, 0.9, 1.3, 1.2, 1.9, 2, 2.1, 1, 1.3, 1.4, 
1.5, 1.5, 1.5, 1.4, 1.7, 2.1, 2.2, 2.1, 2.3, 2, 1.9, 1.8, 1.9, 
2.3, 1.6, 1.7, 1.5, 1.7, 1.8, 2.2, 2.3, 2.4, 1.2, 0.7, 0.4, 0.4, 
1.1, 0.4, 0.2, 0.2, 0.1, 0.5, 0.3, 0.4, 0.3, 1, 1.1, 1, 1, 0.9, 
0.8, 0.8, 0.6, 0.6, 0.5, 0.8, 1.3, 1.2, 1, 1.3, 1.1, 0.7, 0.5, 
0.6, 0.7, 0.3, 0.4, -1.5, -1.3, -1, -1.1, -0.4, -0.3, -0.2, -0.3, 
-0.5, -0.4, -0.2, -0.5, 0.5, 0.6, 1, 1.1, 1, 0.1, 0.2, 0.8, 0.3, 
0.2, 0.1, 0.2, 0.3, 0.3, 0.2, 0, 0.1, 0.4, 0.3, 0, -0.3, -0.2, 
-0.2, -0.4, -0.3, -0.5, 0.6, 0.6, 0.5, 0.6, 0.6, 0.5, 0.4, 0.7, 
0.8, 0.2, 0.2, 0.3, 0.3, 0, -0.4, -0.5, -0.5, -0.6, -0.1, 0.3, 
0.6, 0.8, 0.1, 0.2, 0, -0.1, 0.2, 0.1, 0.3, 0.1, 1, 0.3, 0, 0.4, 
0, 0.1, 0.3, 1, 0.7, 0.7, 0.7, -0.2, -0.1, 0.2, 0.2, -0.2, -0.4, 
-0.3, -0.2, -0.3, -0.3, -0.5, -0.4, -0.1, 0.1, 0, 0, 0, -0.1, 
0.1, 0.2, 0.2, -0.4, -0.3, -0.2, -0.3, -0.1, -0.1, -0.3, -0.1, 
-0.4, 4, 4.5, 4.7, 4.7, 5.1, 5.1, 4.6, 4.5, 4.5, 4.4, 4.4, 4.7, 
4.5, 5, 5.5, 5.4, 4.4, 4.8, 4.8, 5.1, 5.1, 5.1, 5, 5.5, 5.5, 
5.7, 5.2, 5.3, 6.2, 5.8, 5.9, 5.7, 5.2, 5.3, 5.3, 5.2, 5.4, 5.2, 
5.8, 5.7, 5.7, 5.8, 4.2, 4.2, 4.3, 4.2, 4.3, 4.3, 2.6, 2.2, 2.2, 
3.2, 3.3, 3.4, 3.2, 3.1, 3.3, 3.3, 3.2, 3.3, 4.2, 4.2, 3.1, 3.5, 
3.2, 3.6, 3.7, 3.8, 3.7, 3.9, 4.3, 4.4, 4.3, 4.2, 4.2, 4, 4.5, 
4.7, 4.6, 2.9, 3.3, 3.1, 3.4, 3.1, 3.3, 4.3, 3.2, 3.2, 3.2, 3.4, 
3.1, 3, 2.4, 2.7, 1.9, 1.9, 2.4, 2.8, 2.6, 2.5, 2.5, 2.5, 3.1, 
3.2, 2.4, 2.3, 2.5, 2.3, 3, 4, 4.1, 2.5, 2.4, 2.8, 3.1, 3, 3.1, 
2.9, 2.8, 3.5, 3.2, 3.5, 3.4, 3.4, 3.8, 2.1, 2.3, 2.3, 3, 3.1, 
3, 3.1, 3.3, 2.7, 3, 3.6, 3.7, 4, 3.2, 3.1, 3.3, 3.7, 3.4, 3.3, 
3.3, 3.3, 3.4, 3.3, 3.3, 3.3, 3.3, 3.6, 3.3, 3.6, 3.3, 3.8, 3.6, 
3.8, 3.8, 3.2, 3.4, 3.3, 3.4, 3.5, 3.8, 3.7, 3.6, 3.5, 3.7, 3.6, 
4.1, 4.1, 4, 4.2, 4.3, 4.3, 4.2, 4.4, 4.5, 1.2, 1.2, 1.8, 1.9, 
2.1, 2, 2.1, 2.5, 2.7, 2.7, 2.7, 2.7, 2.7, 2.7, 2.7, 2.7, 2.7, 
2.7, 2.8, 2.9, 2.8, 2.3, 2.5, 2.6, 2.3, 2.2, 2.6, 2.6, 2.7, 2.6, 
2.6, 2.5, 2.5, 2.5, 2.6, 3.2, 3.2, 2.8, 2.8, 2.6, 2.8, 2.8, 2.8, 
2.4, 1.3, 1.7, 1.3, 1.5, 1.2, 1.2, 1.5, 1.2, 1.3, 1.6, 1.7, 1, 
1.9, 2, 2.1, 1.8, 1.2, 1.2, 1.5, 1.1, 1.1, 1.2, 2.5, 2.6, 2.4, 
2.3, 2.6, 2.7, 2.8, 1.1, 1, 1.3, 1.2, 1.3, 1.4, 1.5, 1.7, 1.7, 
2.1, 1.8, 1.9, 2, 2, 1.9, 1.8, 0.7, 1.4, 1.4, 1.5, 1.5, 1, 0, 
0.1, 0.2, 0.3, 0.8, 0.6, 0.5, 0.5, 0.3, 1.3, 1.4, 1.4, 1.3, 1.2, 
1.5, 1.5, 1.5, 1, 1.3, 0.9, 0.8, 0.9, 1, 1, 1, 0.8, 1.3, 1, 1.5, 
1.3, 1.1, 1.1, 0.9, 0.9, 0.8, 0.7, 0.5, 1.1, 1.1, -1.6, -0.4, 
-0.4, 0.2, 0.2, 0.4, 0.4, 0.4, 0.5, 0.4, 0.9, 0.8, 0.9, 0.2, 
0.2, 0, 0.1, 0.6, 0.5, 0.6, 0.6, 0.8, 1.2, 1.2, 0.7, 0.9, 1.1, 
1.3, 1.2, 0.2, 0.1, 0.2, 0, 0.5, 0.3, 0.2, 0.2, 0.2, 0.3, 0.4, 
0.4, 0.6, 0.5, 0.6, 0.8, 0.4, 0.5, 0.5, 0.6, 0.5, 0.8, 0.7, 0.7, 
0.5, 0.2, 0.4, 0.3, 0.4, 0.3, -0.1, -0.1, 4.1, 4.7, 4.8, 4.7, 
4.4, 4.4, 5.2, 4.6, 4.5, 4.3, 4.8, 4.5, 4.7, 4.9, 5.3, 5.1, 5.1, 
4.1, 4.3, 5, 4.6, 4.8, 5, 5.2, 5.2, 5.2, 5.2, 5.5, 5.6, 10, 4.2, 
3.5, 3.7, 3.2, 3.2, 2.9, 3.9, 3.6, 3.1, 3.4, 3, 3.2, 2.7, 2.7, 
3.3, 3.1, 3.2, 2.5, 3.4, 3.4, 3.4, 3.4, 3, 2.6, 2.6, 3.3, 2.9, 
3.2, 2.3, 3, 3.2, 2.7, 2.7, 2.7, 2.7, 2.6, 2.5, 2.7, 3.9, 3.2, 
2.9, 3.4, 3, 3.3, 3.2, 3.2, 2.8, 3, 3.2, 3.4, 2.7, 2.7, 3.1, 
3, 3, 3.7, 3.7, 4.1, 3.6, 3.3, 3.5, 3.4, 4, 3.8, 3.4, 3.4, 3.2, 
3.4, 3.2, 3.2, 3.5, 3.4, 3.6, 3.6, 3.5, 3.1, 3.4, 3, 3.2, 3.1, 
2.6, 2.4, 3.4, 3.4, 2.9, 3.2, 3.1, 2.8, 2.8, 2.7, 2.8, 2.6, 2.9, 
2.5, 2.7, 2.3, 2.1, 1.8, 2, 1.6, 2, 1.6, 1.2, 1.1, 1.2, 1, 1.6, 
1.4, 1.5, 1.2, 1.4, 1.2, 0.8, 1.5, 0.9, 0.5, 1.2, 1.1, 1.5, 1.4, 
1, 1.1, 1.3, 0.7, 1, 0.3, 1.2, 0.7, 0.8, 0.8, 1.1, 0.5, 0.7, 
0.5, 0.3, 0.2, 0.3, 0.6, 0.7, 0.1, 0.1, -0.3, 0.2, -0.2, -0.1, 
-0.7, -0.4, -0.5, -0.6, -0.3, 0.2, 0.1, -0.1, -0.2, 0.7, 0.8, 
0.4, 0.1, 0, 4.6, 4.4, 4.5, 4.4, 4.4, 4.4, 4.5, 4.4, 4.8, 5, 
4.5, 4.9, 5.3, 5.2, 4.7, 5, 4.9, 5, 5.2, 5.2, 5.3, 5.2, 5.7, 
5, 4.9, 5.3, 5.4, 5.4, 5.5, 5.5, 5.3, 5.6, 5.4, 5.4, 5.5, 5.4, 
5.5, 4.1, 3.7, 3.8, 3.6, 3.6, 3.8, 3.7, 3.6, 3.6, 3.6, 3.8, 3.8, 
4.1, 4.5, 4.5, 3.7, 4, 4.2, 4.4, 4.3, 4.3, 4.3, 4.5, 4.2, 4.8, 
4.7, 4.8, 4.9, 3.4, 3.3, 2.8, 3.6, 2.6, 2.7, 2.8, 3.4, 2.9, 2.9, 
3.1, 2.9, 3.9, 3.8, 4.1, 4.1, 3.9, 3.7, 4.2, 4, 4, 3.5, 3.4, 
3.5, 3.4, 4, 4, 4, 4.1, 3.8, 4, 3.8, 3.5, 3.5, 3.4, 3.6, 3.5, 
2.7, 3, 3, 2.8, 2.9, 3.3, 3.2, 3.9, 3.9, 3.9, 3.7, 4.1, 4.1, 
3.9, 4.2, 4.3, 4.2, 4.4, 4.4, 4.4, 4.2, 4.3, 4, 3.8, 3.8, 3.8, 
3.7, 3.8, 3.7, 3.7, 3.8, 2, 2.1, 1.9, 1.7, 2.8, 2.8, 2.6, 2.5, 
2.6, 2.4, 2.6, 2.6, 2.4, 2.3, 2.7, 2.9, 3.5, 3.2, 2.7, 2.5, 2.8, 
2.8, 2.9, 2.3, 1.9, 1.6, 2, 2.7, 2.7, 2.8, 2.4, 2.2, 2.3, 1.9, 
1.9, 1.8, 1.8, 2.6, 2.7, 2.8, 1.9, 1.8, 2.6, 2.9, 2.5, 3, 3.1, 
3.1, 3, 2.3, 2.3, 2.2, 0.8, 1, 1.4, 1.3, 1, 1.3, 1.3, 1.7, 1.1, 
1.5, 1.1, 1.3, 2, 1.5, 2.4, 1.7, 1.8, 2, 1.5, 1.6, 1.7, 1.8, 
1.9, 2.5, 2.6, 1.5, 1.6, 1.4, 1.7, 1.5, 1.6, 2, 1.9, 1.3, 2, 
1.8, 1.8, 1.3, 1.2, -0.6, -0.4, 0.2, 0.2, -0.1, -0.1, -0.1, 0, 
-0.2, -0.5, -0.5, 0.8, 0.4, 0.2, 0.2, 0.3, 0.3, 0.2, -0.1, 0, 
-0.1, -0.7, -0.7, -0.5, 0.3, 0.4, 0.4, 0.5, 1.1, 1, 0.8, 1.8, 
1.7, 1.5, 1.2, 1.3, 1.5, 1.4, 1.5, 1.2, 1.3, 1.2, 1.2, 0.5, 0.7, 
0.5, 0.5, 0.5, 0.6, 0.1, 5.3, 4.5, 4, 4.4, 4.5, 3.7, 3.6, 4.1, 
2.2, 2.9, 3, 1.3, 1.5, 2.1, 2.6, 5.9, 5.3, 5.4, 5.9, 5, 5.1, 
5.1, 4.8, 4.6, 4.2, 4.3, 4, 4.7, 4.4, 4.2, 4.3, 4.2, 4.8, 4.5, 
4.3, 4.2, 3.9, 3.8, 3.8, 3.7, 3.6, 2.6, 2.7, 2.3, 2.3, 2.2, 2.2, 
2.1, 2.1, 1.9, 1.9, 1.7, 5.7, 5.8, 5.3, 5.3, 5.3, 5, 5, 5.3, 
4.9, 5.9, 4.4, 4.5, 4, 4.1, 4.1, 4.5, 4.5, 4.7, 5.3, 4.2, 4, 
4.2, 3.8, 3.5, 3.3, 4.3, 4.3, 4.1, 4.5, 3.8, 3.9, 4, 4.3, 4, 
4.6, 4.5, 4.4, 3.2, 3, 3.4, 3.3, 4.1, 4, 3.8, 2.4, 2.4, 2.3, 
2.1, 2, 1.7, 2.7, 2.3, 1, 1.5, 1.7, 1.6, 1.6, 1.9, 1.6, 1.5, 
1.7, 1.7, 0.8, 0.7, 1.2, 1.1, 1.3, 2.7, 2.2, 2.1, 2.1, 2, 1.9, 
1.4, 1.4, 1.6, 1.3, 1.5), Temp_B = c(3.8, 4, 4, 3.9, 4.2, 4.8, 
4.2, 4.5, 4.3, 4.3, 4.4, 4.2, 4.2, 4.1, 4.4, 4.1, 4.1, 4, 4.3, 
4.2, 4, 3.8, 3.9, 4, 3.7, 3.7, 3.7, 4.2, 3.9, 4.3, 4.1, 3.9, 
3.8, 3.2, 2.2, 2.8, 3.7, 3.9, 2.8, 2.5, 3.5, 3.5, 2.9, 3.1, 2.4, 
3.2, 3.6, 3.6, 2.5, 2.5, 2.7, 3.7, 3, 2.7, 2.9, 2.7, 3.1, 2.9, 
3.3, 3.5, 3.3, 3.4, 3.4, 3.4, 2.7, 2.8, 2.3, 2.5, 2.4, 2.7, 2.9, 
1.7, 1.4, 1.7, 1.7, 1.5, 1.4, 2.2, 2, 2, 1.6, 1.6, 2.1, 1.6, 
1.6, 1.7, 1.3, 1.3, 1.6, 1.8, 1.8, 1.7, 1.6, 1.5, 1.4, 1.1, 1.4, 
1.9, 3.6, 3.7, 3.6, 3.5, 3.5, 3.6, 3.6, 3.5, 3.5, 3.6, 3.5, 3.5, 
3.2, 3.9, 4, 3.8, 3.9, 4, 3.9, 3.8, 4.1, 3.7, 3.5, 3.6, 3.5, 
3.7, 5, 3.9, 3.6, 3.7, 3.5, 3.6, 2.8, 2.6, 1.6, 1.6, 1.6, 1.9, 
1.6, 1.7, 2.6, 2.3, 2.3, 2.4, 2.4, 2.9, 2.7, 2.6, 2.6, 2.6, 2.5, 
2.7, 2, 2, 3.3, 3.4, 3.1, 3.3, 3.2, 3, 3, 3, 2.8, 2.9, 2.4, 1.9, 
2, 1.9, 1.9, 1.7, 1.6, 1.5, 1.7, 0.2, 0.2, 0.3, 0.9, 0.5, 0.6, 
0.6, 1.2, 3.4, 1, 0.5, 0.6, 1, 1.1, 0.5, 0.8, 0.8, 1, 1, 1, 1.1, 
0.6, 1.1, 1.9, 1.4, 1.5, 1.6, 1.4, 1.2, 6.3, 4.5, 1.1, 0.9, 1.2, 
0.8, 0.8, 0.7, 0.6, 0.6, 0.7, -0.2, 0.2, 0.5, 0.5, 0.7, 0.1, 
0.5, 0.7, 0.6, 1, 1, 1.1, 2, 2, 3.1, 3.2, 3.3, 0.8, 1, 0.9, 1, 
1.7, 1.7, 1.8, 1.7, 1.8, 0.3, 0.8, 1.2, 1.4, 0.6, 1.4, 1.4, 2, 
2.3, 2.7, -1.6, -1.5, -0.8, -1, -1, -1, -1, -0.1, -0.2, -0.5, 
-0.3, -0.1, -0.1, -0.2, 0.1, 0.4, 0.6, 0.5, 0.6, 1.5, 0.5, -0.4, 
0, 0, 1.5, 0.5, 0.2, 0.4, -0.4, -0.2, -0.3, -0.3, 0.4, 0.4, 0.3, 
0.6, 0.3, -0.5, -0.2, 0.1, -0.4, 0.5, 0.5, 0.1, 0.6, 0.4, 0.5, 
0.6, 0.5, 0.7, 0.6, -0.5, 0, -0.3, -0.2, -0.1, -0.4, -0.2, -0.4, 
-0.4, -0.3, -0.4, -0.7, -0.7, -0.9, -0.7, -1.1, -1.2, -1, 3.8, 
4.2, 4.3, 4.1, 4, 4.2, 3.8, 4.2, 4.2, 4.1, 4.2, 4.1, 4, 4, 5.2, 
5.1, 5.1, 4.8, 4.9, 4.8, 4.7, 4.8, 5, 5.1, 5.4, 5.1, 4.9, 5.3, 
5, 5, 5, 4.7, 4.9, 4.7, 4.9, 5.1, 5.1, 5.1, 4.9, 4.9, 5.1, 5.3, 
5.2, 5.3, 5.1, 5, 4.9, 4.9, 5.3, 5.3, 5.4, 5.3, 5.1, 5.1, 5, 
5.1, 5, 4.9, 6.5, 4.7, 5.1, 4.7, 4.4, 4.6, 3, 3.4, 3.5, 23.8, 
5.1, 2.6, 2.3, 2.7, 2.2, 2.2, 3.1, 2.9, 3.3, 2.9, 3.5, 3.2, 3.3, 
3.1, 3.1, 4, 4.1, 3.9, 3.8, 3.9, 3.9, 3.5, 3.5, 3.5, 25.9, 3.1, 
3, 2.9, 2.8, 2.5, 2.5, 2.6, 2.6, 3.8, 4, 3.6, 3.3, 3.2, 3.5, 
3.6, 3.5, 3.3, 3.2, 3.5, 3.5, 2.9, 2.5, 2.4, 2.4, 2.6, 2.6, 2.2, 
2.3, 2.1, 1.9, 2.5, 2.6, 2.4, 2.2, 2, 1.9, 1.9, 1.9, 1.7, 1.7, 
2.1, 2.8, 2.9, 27.8, 2.8, 2.3, 2.1, 2.1, 3.3, 3, 3, 2.7, 2.7, 
2.9, 2.6, 2.4, 2.4, 2.3, 2.4, 2.6, 2.8, 2.3, 3.1, 3, 2.6, 2.5, 
2.5, 2.5, 2.8, 2.8, 2.8, 2.8, 2.8, 4, 3.1, 3.1, 3, 3, 3, 3, 2.6, 
2.6, 2.7, 2.5, 2.6, 2.5, 2, 2, 1.6, 3.7, 3.5, 3.3, 3.4, 3.5, 
3.4, 3.3, 3.4, 3.3, 3.2, 3.1, 3.2, 3.1, 3, 2.9, 2.9, 3.4, 3.3, 
2.9, 3.1, 2.6, 2.8, 2.9, 2.7, 2.7, 4.2, 4.2, 4, 3.9, 4, 3.8, 
3.8, 3.7, 3.6, 3.6, 3.5, 3.5, 3.4, 3.2, 4.4, 4.5, 4, 4.3, 4.1, 
4.3, 3.8, 3.9, 3.7, 3.7, 3.9, 3.3, 3.3, 4.2, 4.1, 3.9, 3.9, 4, 
3.9, 3.9, 3.9, 3.6, 3.6, 3.6, 3.5, 3.4, 3.5, 3.3, 3.3, 3.1, 1.7, 
1.8, 2.5, 2.3, 2, 2, 2, 1.5, 1.7, 1.5, 1.4, 1.3, 1.5, 1.7, 2, 
1.8, 1.4, 1.3, 2.4, 2.4, 2.3, 2.4, 2.2, 2, 1.6, 1.7, 1.7, 1.7, 
1.7, 2.8, 2.8, 2.8, 2.7, 2.7, 2.5, 2.5, 2.1, 2, 2.7, 2.4, 2.4, 
2.4, 2.4, 2.4, 2.4, 2.2, 2.3, 2, 4.3, 2.4, 2.3, 2.3, 2.2, 2, 
2, 2.1, 2.2, 2.2, 2.4, 2.3, 2.3, 2.2, 2.1, 2.1, 2.1, 2.1, 2, 
1.9, 1.4, 1.4, 1.4, 0.3, 0.1, 0.1, 0.8, 0.7, 0.8, 1.1, 0.7, 0.6, 
0.2, 0.6, 0.7, 2.3, 2, 1.7, 1.7, 1.6, 1.5, 1.4, 1.2, 1.1, 1.4, 
1.6, 1.7, 1.4, 1.5, 1.6, 1.8, 1.1, 1.3, 1.7, 1.7, 1.8, 1.9, 1.9, 
2.1, 2.5, 2.2, 2.5, 1, 1, 1.3, 1.5, 27.3, 4.1, 2.8, 2.4, 2.5, 
2.4, 2.7, 2.8, 3.1, 3.3, 0.9, 1.1, 0.9, 1.2, 1.2, 1.2, 0.9, 0.8, 
-0.2, 0.1, 0.2, 0.2, -0.1, -0.3, -0.1, -0.3, -0.1, 0.1, 0.1, 
4.1, 1.8, 1.8, 1.7, 1.4, 1.6, 1.4, 1.5, 1.4, 2.1, 1.3, 2, 2, 
2.1, 2.2, 0.7, 0.8, 0.9, 0.9, 0.9, 1, 0.9, 0.8, 0.9, 0.8, 0.9, 
0.7, 0.6, 0.6, 0.7, 0.4, 0.5, 1, 1.1, 1.1, 1.1, 1.8, 0.8, 0.3, 
0.4, 0.6, 0.7, 0.8, 0.8, 1, 1, 1.1, 1.2, 0.6, 1.1, 0.7, 0.5, 
0.4, 0.5, 0.6, 0.5, 0.5, 0.1, 0.2, 0.1, 0.3, 0.4, 0.4, -0.6, 
-0.6, 0.2, 0.2, 0.1, 0.2, -0.1, -0.1, -0.2, -0.2, -0.5, -0.6, 
-0.6, -0.6, 0.2, 0.2, 0, -0.4, -0.5, -0.6, -0.6, -0.7, -0.6, 
0.7, 0.7, 0.7, 0.6, 0.4, 0.4, 0.6, 0.6, 0.3, 0.4, 1, 0.2, 0.1, 
0, -0.2, 0.8, 0.8, 0.6, 0.6, 0.5, 0.5, 0.7, 0.3, 0.4, 2.3, 0.3, 
0.4, 0.3, 0.1, 0.2, 0.2, 0, 0.1, 0.3, 0.1, -0.4, -0.3, -0.5, 
-0.2, -0.8, 2.1, 22, 2.4, -0.1, -0.3, 0.5, 0.4, 0.4, 0.6, 1.7, 
0.5, 0.4, 0.5, 0.2, 0.2, 0.4, 0.6, 0.6, -0.2, -0.1, 0.8, 0.8, 
0.8, 0.9, 0.6, 0.6, 1, 1.1, 1.3, 1.3, 1.6, 1.7, 1.7, 1.5, 1.4, 
1.4, 1.6, 1.2, 1.3, 1.4, 1.5, 1.7, 1.8, 1.7, 0.1, 0.3, 4.1, 4.2, 
4.4, 4.1, 4.2, 4.5, 4.6, 4.9, 4.9, 4.8, 4.6, 4.6, 4.5, 4.5, 4.5, 
4.5, 4.4, 5.1, 5.1, 5, 5, 5, 4.9, 4.7, 4.8, 5.1, 4.7, 4.8, 5.1, 
4.3, 4.4, 4.4, 4.4, 4, 4.2, 4, 4.1, 4.1, 4.2, 4.2, 4.1, 4.1, 
4.8, 4.9, 4.9, 4.8, 4.8, 4.9, 3, 2.2, 2.2, 2.4, 2.6, 2.2, 3.3, 
3.3, 3.1, 3.1, 3, 3, 3, 2.8, 3, 3.3, 3.8, 3.9, 4, 3.4, 3.2, 3.3, 
3.7, 3.6, 3.4, 3.4, 3.1, 3.2, 3.7, 3.7, 3.4, 3.6, 4.3, 3.5, 3.2, 
3.3, 3.2, 3.3, 3.4, 3.1, 3.2, 2.9, 2.7, 2.3, 2.1, 2.3, 2.3, 2.1, 
2.1, 2.5, 2.1, 2, 1.9, 1.8, 1.7, 1.5, 2.4, 2.3, 2.2, 2.2, 2.3, 
2.3, 1.7, 1.9, 3.6, 3.6, 3.8, 3, 2.8, 2.7, 2.7, 3.3, 4.3, 2.7, 
2.6, 2.4, 2.5, 2.6, 2.4, 2.4, 3.2, 3.2, 3.3, 3.3, 2.9, 2.7, 2.3, 
3.6, 3.6, 3.4, 3.4, 3.6, 3.4, 3.4, 3.5, 3.5, 4.2, 4, 3.9, 4.1, 
3.8, 3.8, 3.4, 3.3, 3.4, 3.4, 3, 2.9, 3, 3, 3, 3, 3, 2.9, 3.4, 
3.4, 3.6, 3.3, 3.1, 3.1, 3.1, 3.1, 4, 3.9, 4, 4, 3.8, 3.8, 3.9, 
3.9, 3.6, 2.4, 2.4, 2.3, 2.5, 2.3, 2.4, 2.3, 2.3, 2.3, 1.8, 1.9, 
1.9, 2.6, 2.9, 3, 3.1, 2.8, 2.9, 2.6, 2.7, 2.5, 2.3, 2.4, 2.3, 
3.5, 3.4, 3.4, 3.4, 3.3, 3.2, 3.1, 3, 3.6, 3.5, 3.4, 3.1, 3.2, 
3.1, 2.7, 2.7, 2.5, 2.5, 2.9, 2.5, 0.5, 0.6, 0.5, 1, 1.1, 1, 
0.8, 0.9, 0.8, 0.8, 0.6, 0.8, 0.6, 0.8, 1.3, 1, 1.5, 1.3, 1.5, 
1.1, 0.9, 1, 1.1, 1, 0.5, 0.5, 0.4, 1.8, 1.8, 1.9, 1.7, 1.6, 
1.4, 1.6, 1.4, 1.8, 1.7, 1.7, 1.3, 1, 0.9, 1, 0.9, 1, 0.9, 0.9, 
1, 1, 1, 1, 0.4, 0.4, 0.3, 0.3, 0.3, 0.4, 0.7, 0.7, 0.8, 0.7, 
1.1, 1, 1, 1.1, 1, 0.8, 0.8, 0.7, 1.2, 0.7, 0.5, 0.3, 0.4, 0.5, 
0.6, 0.7, 0.5, 1.4, 1.7, 1.6, 1.3, 0.9, 0.9, 0.7, 0.8, 0.8, 0.9, 
0.6, 1, 0.9, -1.2, -0.6, -0.5, -0.2, -0.3, -0.3, -0.3, -0.3, 
-0.6, -0.5, -0.7, -0.6, -0.5, -0.2, 0, -0.3, -0.1, 0, -0.1, -0.2, 
-0.1, -0.6, -0.2, -0.1, -0.3, -0.2, -0.1, 0, 0.1, -0.4, -0.6, 
-0.4, -0.5, -0.4, -0.5, 0.5, 0.5, 0.4, 0.2, 0, 0, 0, 0, 0.2, 
0.1, 0.4, 0.6, 0.3, 0.3, 0.1, 0.5, 0.2, 0.3, -0.1, -0.3, -0.1, 
-0.3, -0.1, -0.5, -0.8, -0.7, 4.3, 4.9, 4.8, 4.8, 4.5, 4.5, 4.8, 
4.5, 4.5, 4.6, 4.7, 4.6, 4.1, 4.2, 4.2, 4.2, 4, 4, 3.9, 4.7, 
4.4, 4.4, 4.3, 4.3, 4.5, 4.2, 4, 4.3, 4.2, 16.5, 4, 3.2, 3.4, 
3.8, 3, 2.9, 3.7, 2.9, 2.5, 3.5, 3.5, 3.2, 2.8, 2.9, 3.3, 2.7, 
2.8, 2.7, 3.5, 3.6, 3.6, 3.6, 3.6, 3, 3.5, 3, 2.9, 2.9, 3.5, 
3.5, 2.7, 2.6, 2.4, 3.1, 3.4, 2.7, 2.3, 2.3, 2.9, 2.6, 2.3, 2.7, 
2.4, 2.2, 2.2, 2.2, 2.2, 3.1, 3.5, 3.5, 2.8, 2.9, 3.2, 2.5, 2.6, 
3.8, 3.9, 3.8, 3.8, 13.4, 4.1, 3.9, 3.5, 3.5, 3.4, 3.4, 3.3, 
3.3, 3.3, 3.3, 3.3, 3.1, 4.2, 4.1, 3.8, 4, 3.9, 2.3, 2.8, 2.6, 
2.3, 1.9, 2.1, 1.8, 2.4, 2.4, 2.6, 2.2, 2.1, 2, 2.3, 2, 2.2, 
1.8, 2, 1.7, 1.6, 1.4, 1.8, 1.8, 1.5, 1.5, 1.2, 1.3, 1, 1, 1.6, 
0.9, 1.1, 1.2, 1.2, 1.4, 0.7, 1.2, 0.8, 0.7, 1.1, 0.8, 1.4, 1.5, 
0.7, 0.3, 1, 0.9, 0.9, 0.3, 0.8, 0.4, 0.4, 0.5, 0.3, 0, 0.7, 
0.5, 0.2, -0.3, 0.2, 0, 0.1, -0.3, -0.4, -0.8, -0.1, -0.6, -0.7, 
-1.4, -0.2, -0.7, -0.9, -0.1, 0.5, 0.3, 0.2, 0.4, -0.1, -0.1, 
-0.2, -0.5, -0.6, 5.5, 5.3, 5.3, 5.3, 5.4, 5.4, 5.3, 5.3, 5.4, 
5, 5.5, 5.7, 5.6, 5.6, 5.3, 5.1, 5.3, 5.2, 5.6, 5.4, 5.4, 5.4, 
5.5, 5, 5.6, 4.7, 4.7, 4.7, 4.8, 4.8, 4.6, 4.6, 4.6, 4.6, 4.8, 
4.7, 4.4, 4.6, 3.4, 3.4, 3.5, 3.5, 3.7, 3.7, 3.9, 3.8, 3.8, 3.9, 
3.8, 3.8, 3.4, 4.8, 3.7, 3.9, 4, 4.1, 3.8, 3.7, 3.9, 3.8, 4, 
4.1, 3.8, 3.8, 3.8, 3.6, 3.6, 3.8, 3.7, 3.6, 3.5, 3.5, 2.3, 3.5, 
3.5, 3.2, 3.2, 3.7, 3.5, 3.6, 3.5, 3.1, 3.3, 3.2, 3.2, 3.9, 3.4, 
3.3, 3.3, 3.3, 3, 3.1, 3.2, 3.7, 3.1, 3.2, 3.3, 2.9, 3, 2.7, 
2.3, 3.7, 3.7, 4, 3.6, 3.8, 3.7, 3.8, 4, 4, 4.1, 4.1, 4.2, 4.3, 
4.3, 3.9, 4, 4, 4, 4, 3.5, 3.6, 3.5, 3.7, 3.4, 3.3, 3.3, 3.4, 
3.4, 3.3, 3.2, 2.9, 3, 1.5, 1.9, 1.6, 2.7, 3.8, 4.9, 5, 3.3, 
3.5, 3.8, 4, 3.8, 4.2, 4.7, 5.1, 2.9, 3.4, 3.2, 3.3, 2.8, 2.5, 
2.5, 2.6, 2.5, 1.1, 1.2, 1.7, 1.6, 1.8, 1.8, 1.7, 1.7, 1.7, 1.9, 
1.8, 2, 1.7, 1.8, 1.8, 1.7, 2, 1.7, 1.9, 1.8, 2.7, 3, 3.1, 3.1, 
3.1, 2.9, 2.9, 2.6, 0.6, 0.6, 1.6, 1.7, 1.8, 1.7, 1.9, 1.9, 1.9, 
1.7, 1.7, 1.4, 1.6, 1.2, 1.6, 1.3, 1.4, 1.5, 1.6, 1.2, 1.3, 1.4, 
1.3, 1.3, 1.4, 1, 0.7, 1.9, 2.1, 1.8, 1.7, 1.7, 1.2, 1.6, 1.2, 
1.2, 1.2, 0.9, 1.1, -0.6, -0.1, -0.4, -0.3, 0.1, -0.3, -0.1, 
-0.2, -0.2, 0.2, 0.2, 0.2, 0, 0, 0.5, 0, 0.2, 0.6, 0.6, -0.1, 
0, -0.3, 0.6, 0.5, 0.2, 0.5, 0.7, 0.8, 1.4, 1.7, 1.6, 1.6, 1.7, 
1.5, 1.6, 1.2, 1.6, 1.7, 1.5, 1.3, 1.4, 1.2, 1.3, 1.2, 1, 0.9, 
0.9, 0.9, 1, 0.5, 4.6, 4.9, 4.8, 4, 3.6, 3.6, 3.5, 4.2, 3.2, 
3.6, 2.2, 1.4, 2, 2.1, 2.5, 5.7, 5.9, 5.8, 5.7, 5.3, 5.3, 5.3, 
5.2, 5, 4.9, 4.9, 4.8, 4.7, 4.5, 4.7, 4.7, 4.5, 4.5, 4.3, 4.3, 
4.5, 4.6, 2.4, 2.5, 2.4, 2.2, 3, 2.9, 2.4, 2.4, 1.7, 1.7, 1.2, 
2, 1.8, 1.3, 1.1, 4.7, 4.7, 5.4, 5.5, 5.3, 5.3, 5.8, 6, 6, 5.9, 
4.5, 4.6, 4.2, 4.3, 4, 4.2, 4.9, 5.6, 6.2, 4.3, 3.9, 4.2, 3.9, 
4, 4, 4.7, 5, 4.7, 4.4, 4.3, 4.4, 4.1, 4, 3.8, 3.9, 3.7, 4, 3.1, 
2.9, 3.4, 3.3, 3.2, 3.1, 3.3, 2.8, 3, 2.8, 2.9, 2.9, 2.8, 2.8, 
2.9, 2.5, 2, 2, 1.9, 2.2, 2.3, 2.1, 1.2, 1.5, 1.6, 1.6, 1, 1.9, 
1.9, 2.1, 2.1, 1.8, 2, 1.2, 1.1, 1.2, 1.6, 1.7, 1.7, 1.4, 1.4
)), row.names = c(NA, -1849L), class = "data.frame")

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