【发布时间】:2023-02-22 08:29:09
【问题描述】:
我正在尝试将 ggplot(带有 ggpattern)的图例限制为 2 行。当你只有一种美学可以玩时,它或多或少是直截了当的here。此外,this 是一个很好的例子,说明如何使用不止一种美学(例如,形状和颜色)来操纵图例。然而,ggpattern 将这些融合成看似一种美学,并且对由此产生的图例的操纵并不那么简单。
要在底部重现的数据和会话信息。
library(ggplot2)
library(ggpattern)
p0<-ggplot(Dat)+
geom_col(
aes(y=Prop,x=MHW,fill=Consumer),
color="black",alpha=0.8
)+
facet_wrap(~Donor,nrow=2,scales="free")+
theme_classic()+
theme(
axis.text.x = element_text(angle=90),
legend.position = "bottom"
)+
guides(
fill = guide_legend(nrow = 2)
)
png("Test0.png",width=12,height=9,units = "in",res=300,type = "cairo")
p0
dev.off()
现在让我们更改为 ggpattern(已更改的行用 ## 指示)
p1<-ggplot(Dat)+
geom_col_pattern( ##
aes(y=Prop,x=MHW,fill=Consumer,
pattern=Consumer,pattern_fill=Consumer), ##
color="black",alpha=0.8,
pattern_key_scale_factor=.3 ##
)+
facet_wrap(~Donor,nrow=2,scales="free")+
theme_classic()+
theme(
axis.text.x = element_text(angle=90),
legend.position = "bottom"
)+
guides(
# fill = guide_legend(nrow = 2),
pattern_fill = guide_legend(nrow = 2) ##
)+
scale_pattern_manual( ##
values=c(rep(c('circle','stripe', 'crosshatch'),5)) ##
)
png("Test1.png",width=12,height=9,units = "in",res=300,type = "cairo")
p1
dev.off()
然而,现在图例不限于两行。如果您只尝试 fill 美学或同时尝试两者:
guides(
fill = guide_legend(nrow = 2),
pattern_fill = guide_legend(nrow = 2)
)+
和
guides(
fill = guide_legend(nrow = 2) #,
# pattern_fill = guide_legend(nrow = 2)
)+
两者都没有帮助将图例限制为两行。如何限制图例?
数据
Dat<-structure(list(Detritus = c(195.378055295869, 195.378055295869,
195.378055295869, 195.378055295869, 195.378055295869, 195.378055295869,
195.378055295869, 195.378055295869, 195.378055295869, 195.378055295869,
66.9513777221605, 66.9513777221605, 66.9513777221605, 66.9513777221605,
66.9513777221605, 66.9513777221605, 66.9513777221605, 66.9513777221605,
66.9513777221605, 66.9513777221605, 202.062496802138, 202.062496802138,
202.062496802138, 202.062496802138, 202.062496802138, 202.062496802138,
202.062496802138, 202.062496802138, 202.062496802138, 202.062496802138,
1.10145527938025, 1.10145527938025, 1.10145527938025, 1.10145527938025,
1.10145527938025, 1.10145527938025, 1.10145527938025, 1.10145527938025,
1.10145527938025, 1.10145527938025, 0.095218385013956, 0.095218385013956,
0.095218385013956, 0.095218385013956, 0.095218385013956, 0.095218385013956,
0.095218385013956, 0.095218385013956, 0.095218385013956, 0.095218385013956,
0.696299572709905, 0.696299572709905, 0.696299572709905, 0.696299572709905,
0.696299572709905, 0.696299572709905, 0.696299572709905, 0.696299572709905,
0.696299572709905, 0.696299572709905, 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0.00476602121672308, 0.00476602121672308, 0.00476602121672308,
0.00476602121672308, 0.00476602121672308, 0.00476602121672308,
0.00476602121672308, 0.00476602121672308, 0.00476602121672308,
0.00476602121672308, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 110.223171189265,
110.223171189265, 110.223171189265, 110.223171189265, 110.223171189265,
110.223171189265, 110.223171189265, 110.223171189265, 110.223171189265,
110.223171189265, 0.054931677571981, 0.054931677571981, 0.054931677571981,
0.054931677571981, 0.054931677571981, 0.054931677571981, 0.054931677571981,
0.054931677571981, 0.054931677571981, 0.054931677571981, 0.000772862445925245,
0.000772862445925245, 0.000772862445925245, 0.000772862445925245,
0.000772862445925245, 0.000772862445925245, 0.000772862445925245,
0.000772862445925245, 0.000772862445925245, 0.000772862445925245,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 329.312477609154, 329.312477609154,
329.312477609154, 329.312477609154, 329.312477609154, 329.312477609154,
329.312477609154, 329.312477609154, 329.312477609154, 329.312477609154,
3.06883722794725, 3.06883722794725, 3.06883722794725, 3.06883722794725,
3.06883722794725, 3.06883722794725, 3.06883722794725, 3.06883722794725,
3.06883722794725, 3.06883722794725, 77.6283061274114, 77.6283061274114,
77.6283061274114, 77.6283061274114, 77.6283061274114, 77.6283061274114,
77.6283061274114, 77.6283061274114, 77.6283061274114, 77.6283061274114,
0.276194323464863, 0.276194323464863, 0.276194323464863, 0.276194323464863,
0.276194323464863, 0.276194323464863, 0.276194323464863, 0.276194323464863,
0.276194323464863, 0.276194323464863, 0.647536119803539, 0.647536119803539,
0.647536119803539, 0.647536119803539, 0.647536119803539, 0.647536119803539,
0.647536119803539, 0.647536119803539, 0.647536119803539, 0.647536119803539,
1.11133139200563, 1.11133139200563, 1.11133139200563, 1.11133139200563,
1.11133139200563, 1.11133139200563, 1.11133139200563, 1.11133139200563,
1.11133139200563, 1.11133139200563, 0.0268967426691688, 0.0268967426691688,
0.0268967426691688, 0.0268967426691688, 0.0268967426691688, 0.0268967426691688,
0.0268967426691688, 0.0268967426691688, 0.0268967426691688, 0.0268967426691688,
0.622290423005387, 0.622290423005387, 0.622290423005387, 0.622290423005387,
0.622290423005387, 0.622290423005387, 0.622290423005387, 0.622290423005387,
0.622290423005387, 0.622290423005387, 0.359791910433618, 0.359791910433618,
0.359791910433618, 0.359791910433618, 0.359791910433618, 0.359791910433618,
0.359791910433618, 0.359791910433618, 0.359791910433618, 0.359791910433618,
184.29970071925, 184.29970071925, 184.29970071925, 184.29970071925,
184.29970071925, 184.29970071925, 184.29970071925, 184.29970071925,
184.29970071925, 184.29970071925, 0.0146353418211845, 0.0146353418211845,
0.0146353418211845, 0.0146353418211845, 0.0146353418211845, 0.0146353418211845,
0.0146353418211845, 0.0146353418211845, 0.0146353418211845, 0.0146353418211845,
0.000715875766578085, 0.000715875766578085, 0.000715875766578085,
0.000715875766578085, 0.000715875766578085, 0.000715875766578085,
0.000715875766578085, 0.000715875766578085, 0.000715875766578085,
0.000715875766578085, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0), Fishery = c(0,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0), Consumer = c("Zooplankton", "Zooplankton",
"Zooplankton", "Zooplankton", "Zooplankton", "Zooplankton", "Zooplankton",
"Zooplankton", "Zooplankton", "Zooplankton", "Gelatinous", "Gelatinous",
"Gelatinous", "Gelatinous", "Gelatinous", "Gelatinous", "Gelatinous",
"Gelatinous", "Gelatinous", "Gelatinous", "Krill", "Krill", "Krill",
"Krill", "Krill", "Krill", "Krill", "Krill", "Krill", "Krill",
"Forage Fish", "Forage Fish", "Forage Fish", "Forage Fish", "Forage Fish",
"Forage Fish", "Forage Fish", "Forage Fish", "Forage Fish", "Forage Fish",
"Misc. Fish", "Misc. Fish", "Misc. Fish", "Misc. Fish", "Misc. Fish",
"Misc. Fish", "Misc. Fish", "Misc. Fish", "Misc. Fish", "Misc. Fish",
"Juvenile Fish", "Juvenile Fish", "Juvenile Fish", "Juvenile Fish",
"Juvenile Fish", "Juvenile Fish", "Juvenile Fish", "Juvenile Fish",
"Juvenile Fish", "Juvenile Fish", "Rockfish", "Rockfish", "Rockfish",
"Rockfish", "Rockfish", "Rockfish", "Rockfish", "Rockfish", "Rockfish",
"Rockfish", "Jack Mackerel", "Jack Mackerel", "Jack Mackerel",
"Jack Mackerel", "Jack Mackerel", "Jack Mackerel", "Jack Mackerel",
"Jack Mackerel", "Jack Mackerel", "Jack Mackerel", "Hake", "Hake",
"Hake", "Hake", "Hake", "Hake", "Hake", "Hake", "Hake", "Hake",
"Benthic", "Benthic", "Benthic", "Benthic", "Benthic", "Benthic",
"Benthic", "Benthic", "Benthic", "Benthic", "Seabirds", "Seabirds",
"Seabirds", "Seabirds", "Seabirds", "Seabirds", "Seabirds", "Seabirds",
"Seabirds", "Seabirds", "Mammals", "Mammals", "Mammals", "Mammals",
"Mammals", "Mammals", "Mammals", "Mammals", "Mammals", "Mammals",
"Fishery", "Fishery", "Fishery", "Fishery", "Fishery", "Fishery",
"Fishery", "Fishery", "Fishery", "Fishery", "Zooplankton", "Zooplankton",
"Zooplankton", "Zooplankton", "Zooplankton", "Zooplankton", "Zooplankton",
"Zooplankton", "Zooplankton", "Zooplankton", "Gelatinous", "Gelatinous",
"Gelatinous", "Gelatinous", "Gelatinous", "Gelatinous", "Gelatinous",
"Gelatinous", "Gelatinous", "Gelatinous", "Krill", "Krill", "Krill",
"Krill", "Krill", "Krill", "Krill", "Krill", "Krill", "Krill",
"Forage Fish", "Forage Fish", "Forage Fish", "Forage Fish", "Forage Fish",
"Forage Fish", "Forage Fish", "Forage Fish", "Forage Fish", "Forage Fish",
"Misc. Fish", "Misc. Fish", "Misc. Fish", "Misc. Fish", "Misc. Fish",
"Misc. Fish", "Misc. Fish", "Misc. Fish", "Misc. Fish", "Misc. Fish",
"Juvenile Fish", "Juvenile Fish", "Juvenile Fish", "Juvenile Fish",
"Juvenile Fish", "Juvenile Fish", "Juvenile Fish", "Juvenile Fish",
"Juvenile Fish", "Juvenile Fish", "Rockfish", "Rockfish", "Rockfish",
"Rockfish", "Rockfish", "Rockfish", "Rockfish", "Rockfish", "Rockfish",
"Rockfish", "Jack Mackerel", "Jack Mackerel", "Jack Mackerel",
"Jack Mackerel", "Jack Mackerel", "Jack Mackerel", "Jack Mackerel",
"Jack Mackerel", "Jack Mackerel", "Jack Mackerel", "Hake", "Hake",
"Hake", "Hake", "Hake", "Hake", "Hake", "Hake", "Hake", "Hake",
"Benthic", "Benthic", "Benthic", "Benthic", "Benthic", "Benthic",
"Benthic", "Benthic", "Benthic", "Benthic", "Seabirds", "Seabirds",
"Seabirds", "Seabirds", "Seabirds", "Seabirds", "Seabirds", "Seabirds",
"Seabirds", "Seabirds", "Mammals", "Mammals", "Mammals", "Mammals",
"Mammals", "Mammals", "Mammals", "Mammals", "Mammals", "Mammals",
"Fishery", "Fishery", "Fishery", "Fishery", "Fishery", "Fishery",
"Fishery", "Fishery", "Fishery", "Fishery"), Donor = c("Zooplankton",
"Gelatinous", "Krill", "Forage Fish", "Misc. Fish", "Juvenile Salmon",
"Rockfish", "Hake", "Juvenile Fish", "Benthic", "Zooplankton",
"Gelatinous", "Krill", "Forage Fish", "Misc. Fish", "Juvenile Salmon",
"Rockfish", "Hake", "Juvenile Fish", "Benthic", "Zooplankton",
"Gelatinous", "Krill", "Forage Fish", "Misc. Fish", "Juvenile Salmon",
"Rockfish", "Hake", "Juvenile Fish", "Benthic", "Zooplankton",
"Gelatinous", "Krill", "Forage Fish", "Misc. Fish", "Juvenile Salmon",
"Rockfish", "Hake", "Juvenile Fish", "Benthic", "Zooplankton",
"Gelatinous", "Krill", "Forage Fish", "Misc. Fish", "Juvenile Salmon",
"Rockfish", "Hake", "Juvenile Fish", "Benthic", "Zooplankton",
"Gelatinous", "Krill", "Forage Fish", "Misc. Fish", "Juvenile Salmon",
"Rockfish", "Hake", "Juvenile Fish", "Benthic", "Zooplankton",
"Gelatinous", "Krill", "Forage Fish", "Misc. Fish", "Juvenile Salmon",
"Rockfish", "Hake", "Juvenile Fish", "Benthic", "Zooplankton",
"Gelatinous", "Krill", "Forage Fish", "Misc. Fish", "Juvenile Salmon",
"Rockfish", "Hake", "Juvenile Fish", "Benthic", "Zooplankton",
"Gelatinous", "Krill", "Forage Fish", "Misc. Fish", "Juvenile Salmon",
"Rockfish", "Hake", "Juvenile Fish", "Benthic", "Zooplankton",
"Gelatinous", "Krill", "Forage Fish", "Misc. Fish", "Juvenile Salmon",
"Rockfish", "Hake", "Juvenile Fish", "Benthic", "Zooplankton",
"Gelatinous", "Krill", "Forage Fish", "Misc. Fish", "Juvenile Salmon",
"Rockfish", "Hake", "Juvenile Fish", "Benthic", "Zooplankton",
"Gelatinous", "Krill", "Forage Fish", "Misc. Fish", "Juvenile Salmon",
"Rockfish", "Hake", "Juvenile Fish", "Benthic", "Zooplankton",
"Gelatinous", "Krill", "Forage Fish", "Misc. Fish", "Juvenile Salmon",
"Rockfish", "Hake", "Juvenile Fish", "Benthic", "Zooplankton",
"Gelatinous", "Krill", "Forage Fish", "Misc. Fish", "Juvenile Salmon",
"Rockfish", "Hake", "Juvenile Fish", "Benthic", "Zooplankton",
"Gelatinous", "Krill", "Forage Fish", "Misc. Fish", "Juvenile Salmon",
"Rockfish", "Hake", "Juvenile Fish", "Benthic", "Zooplankton",
"Gelatinous", "Krill", "Forage Fish", "Misc. Fish", "Juvenile Salmon",
"Rockfish", "Hake", "Juvenile Fish", "Benthic", "Zooplankton",
"Gelatinous", "Krill", "Forage Fish", "Misc. Fish", "Juvenile Salmon",
"Rockfish", "Hake", "Juvenile Fish", "Benthic", "Zooplankton",
"Gelatinous", "Krill", "Forage Fish", "Misc. Fish", "Juvenile Salmon",
"Rockfish", "Hake", "Juvenile Fish", "Benthic", "Zooplankton",
"Gelatinous", "Krill", "Forage Fish", "Misc. Fish", "Juvenile Salmon",
"Rockfish", "Hake", "Juvenile Fish", "Benthic", "Zooplankton",
"Gelatinous", "Krill", "Forage Fish", "Misc. Fish", "Juvenile Salmon",
"Rockfish", "Hake", "Juvenile Fish", "Benthic", "Zooplankton",
"Gelatinous", "Krill", "Forage Fish", "Misc. Fish", "Juvenile Salmon",
"Rockfish", "Hake", "Juvenile Fish", "Benthic", "Zooplankton",
"Gelatinous", "Krill", "Forage Fish", "Misc. Fish", "Juvenile Salmon",
"Rockfish", "Hake", "Juvenile Fish", "Benthic", "Zooplankton",
"Gelatinous", "Krill", "Forage Fish", "Misc. Fish", "Juvenile Salmon",
"Rockfish", "Hake", "Juvenile Fish", "Benthic", "Zooplankton",
"Gelatinous", "Krill", "Forage Fish", "Misc. Fish", "Juvenile Salmon",
"Rockfish", "Hake", "Juvenile Fish", "Benthic", "Zooplankton",
"Gelatinous", "Krill", "Forage Fish", "Misc. Fish", "Juvenile Salmon",
"Rockfish", "Hake", "Juvenile Fish", "Benthic", "Zooplankton",
"Gelatinous", "Krill", "Forage Fish", "Misc. Fish", "Juvenile Salmon",
"Rockfish", "Hake", "Juvenile Fish", "Benthic"), Prop = c(1417.16886531397,
21.8852589743467, 29.5205335617856, 0, 0, 0, 0, 0, 0, 1.27731039677243,
327.50830866045, 51.1400615337213, 5.29647698895142, 0, 0, 0,
0, 0, 0, 0, 432.093078201989, 0, 0, 0, 0, 0, 0, 0, 0, 0, 51.0494310878386,
1.85177307192677, 53.6791923903298, 1.22426881699568, 0.447678212520347,
0.0108188062979273, 0, 0, 0.712122477894116, 0.129836991126026,
3.01381479489865, 0.429375380502875, 9.55847366160016, 6.55116783323041,
0.840840438605795, 0.046249710322369, 0.322652592269059, 1.40659738778568,
2.35895229863508, 5.69632701706482, 40.305644317743, 0.514963426130939,
2.91947031365883, 0.121615077889678, 0.00907555165297567, 0.00073539519140489,
0, 0, 1.22469472688476, 0.545024905072436, 2.04957719585246,
0.0118268711741824, 3.20784444214808, 2.10466339517761, 0.485237400053026,
0.0144050814181559, 0.153615511374632, 0.159524411882556, 0.414147440805842,
0.519689856899177, 0.430867611693594, 0.00636979594256325, 1.60749793559994,
0.537926031684436, 0, 0.00421928392766898, 0, 0, 0.135549144211162,
0.0016863834068481, 2.90620227916775, 2.53134901312395, 35.6129076971812,
12.0952219885951, 0.422734254350647, 0.0843215249443493, 0, 0,
4.10550720195767, 1.91790098672496, 37.1197406894923, 0, 25.3967690693007,
0.18826756476134, 0.0263827559709179, 0.00156361299544017, 0.00284374656952413,
0, 0.732307567289515, 25.2546400500606, 0.368626704299541, 0.000420231357235188,
0.120199285044128, 4.87345318075009, 0.124373759218538, 0.0313985827066985,
0.0206980939802894, 0.0230888380542323, 0, 0.00109874331718929,
0.478519185765927, 0.339160466140748, 1.49993377656359, 3.27450722365355,
1.10728850131732, 0.0224745992469266, 0.17760410033594, 0.382116804399672,
0.10544737536346, 0.34064263571257, 0, 0, 0, 0.561734361421642,
0.262123906500932, 0, 0.0520197154380621, 3.63666569668098, 0,
0.17085404555258, 1480.98880868256, 0.383980696580429, 36.6319663034093,
0, 0, 0, 0, 0, 0, 2.11127300809657, 208.319040675764, 0.273992987508079,
0.0891092907137129, 0, 0, 0, 0, 0, 0, 0, 215.954490957687, 0,
0, 0, 0, 0, 0, 0, 0, 0, 54.9286009257789, 0.469161558508563,
49.7201823328684, 0.776011196128181, 0.460993201935953, 0.0138672177550104,
0, 0, 1.68378528625113, 1.4659268303144, 4.09811728002028, 0.680189846947001,
11.6133184499861, 7.92139441496285, 1.66589001872885, 0.0863688062908657,
0.563271711372325, 1.7249508532637, 2.2469144494425, 7.49849908468619,
55.3998578378037, 0.138117020761687, 3.76784428776134, 0.157589368848881,
0.00192934846852898, 0.00103455463884516, 0, 0, 2.37768234206405,
0.810825459331864, 3.45834639799013, 0.0846596910083975, 4.30189127867907,
1.18438711744062, 0.758357275742268, 0.028135073209926, 0.270450419403965,
0.190235699660435, 0.818734910162449, 1.00450088431345, 10.1271816346645,
0.00965720383832612, 18.3577682768183, 3.36083127325828, 0.210530386674747,
0.0969152790969377, 0.0176366626588672, 0.00344950826715526,
0.702115148690833, 1.94932045096121, 6.41358861842098, 0.0325668049210667,
24.1805699214855, 8.19422969521942, 0.339716093070585, 0.300324597784372,
0, 0, 2.71099913452328, 3.14003215421284, 84.3060340111592, 0,
46.9831368242163, 0.00351634488635138, 0.00995667063934028, 2.96446503412003e-08,
0.0101229566324351, 0, 0.916063930481584, 58.6764716462903, 0.166829601836717,
5.58184727333846e-05, 0.0755490452347125, 1.68692379472434, 0.0189872627761935,
0.0288880616347642, 0.000946039170233896, 0.00767217984651186,
0.076294623199603, 0.00057506209452, 0.5227132252172, 0.0619482744787457,
1.84886149950565, 2.35514009373859, 0.884300572657665, 0.0419638868682333,
0.128465917860897, 0.295031688941958, 0.12000517842897, 0.470381017621623,
0, 0, 0, 0.0207034634950007, 0.214221943642372, 0, 0.0515155760949915,
2.31093873862259, 0, 0.144893998318959), MHW = structure(c(1L,
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L, 1L,
1L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L, 2L,
2L, 2L, 2L), levels = c("pre", "post"), class = "factor")), row.names = c(NA,
-260L), class = c("tbl_df", "tbl", "data.frame"))
会话信息
> sessionInfo()
R version 4.2.2 (2022-10-31 ucrt)
Platform: x86_64-w64-mingw32/x64 (64-bit)
Running under: Windows 10 x64 (build 19044)
Matrix products: default
locale:
[1] LC_COLLATE=English_United States.utf8 LC_CTYPE=English_United States.utf8
[3] LC_MONETARY=English_United States.utf8 LC_NUMERIC=C
[5] LC_TIME=English_United States.utf8
attached base packages:
[1] stats graphics grDevices utils datasets methods base
other attached packages:
[1] dplyr_1.0.9 ggpattern_1.0.0 ggplot2_3.4.0 tidyr_1.2.0
loaded via a namespace (and not attached):
[1] Rcpp_1.0.8.3 pillar_1.7.0 compiler_4.2.2 class_7.3-20
[5] tools_4.2.2 memoise_2.0.1 lifecycle_1.0.3 tibble_3.1.7
[9] gtable_0.3.0 pkgconfig_2.0.3 rlang_1.0.6 DBI_1.1.2
[13] cli_3.6.0 rstudioapi_0.13 gridpattern_1.0.1 fastmap_1.1.0
[17] e1071_1.7-11 withr_2.5.0 generics_0.1.2 vctrs_0.5.1
[21] classInt_0.4-7 grid_4.2.2 tidyselect_1.1.2 glue_1.6.2
[25] sf_1.0-7 R6_2.5.1 fansi_1.0.3 purrr_0.3.4
[29] farver_2.1.0 magrittr_2.0.3 units_0.8-0 scales_1.2.0
[33] ellipsis_0.3.2 assertthat_0.2.1 colorspace_2.0-3 labeling_0.4.2
[37] KernSmooth_2.23-20 utf8_1.2.2 proxy_0.4-27 munsell_0.5.0
[41] cachem_1.0.6 crayon_1.5.1
【问题讨论】: