雖然這篇Geom_boxplot color鄉民發文沒有被收入到精華區：在Geom_boxplot color這個話題中，我們另外找到其它相關的精選爆讚文章
[爆卦]Geom_boxplot color是什麼？優點缺點精華區懶人包
你可能也想看看
搜尋相關網站
-
#1Control ggplot2 boxplot colors - The R Graph Gallery
A focus on the different ways to color a ggplot2 boxplot. ... colour, and alpha ggplot(mpg, aes(x=class, y=hwy)) + geom_boxplot(color="red", fill="orange", ...
-
#2ggplot2 box plot : Quick start guide - Data Visualization - STHDA
Change box plot line colors by groups p<-ggplot(ToothGrowth, aes(x=dose, y=len, color=dose)) + geom_boxplot() p. ggplot2 box plot - R software and data ...
-
#3Change Color of ggplot2 Boxplot in R (3 Examples) - Statistics ...
How to modify the border and filling colors in ggplot2 boxplots in R - 3 R ... y = value)) + # Draw ggplot2 boxplot without colors geom_boxplot() ...
-
#4A box and whiskers plot (in the style of Tukey) — geom_boxplot
geom_boxplot ( mapping = NULL, data = NULL, stat = "boxplot", position = "dodge2", ..., outlier.colour = NULL, outlier.color = NULL, outlier.fill = NULL, ...
-
#5Change Color of ggplot2 Boxplot in R - GeeksforGeeks
color to add color to the outliers in the plot. Since we need the same color in the outlines, we will write the command inside the geom_boxplot( ). Example:.
-
#6R 使用ggplot2 繪製箱形圖Box Plot 教學與範例 - Office 指南
自訂離群值標示 ggplot(ToothGrowth, aes(x = as.factor(dose), y = len)) + geom_boxplot(outlier.colour = "red", # 離群值標示顏色 outlier.shape = 4, ...
-
#7How to change ggplot2 boxplot color with points - Stack ...
mtcars %>% ggplot(aes(x=cyl, y=mpg, fill=cyl))+ geom_boxplot(show.legend = F) + # add new geom_point layer BELOW the coloured version, ...
-
#8How To Color Boxplots By a Variable in R with ggplot2?
We can make boxplots in R with ggplot2 using geom_boxplot() function. We ...
-
#9Beautiful, Minimalist Boxplots with R and ggplot2
#Stylized Boxplot boxplot = boxplot + geom_boxplot(outlier.colour = NULL, ... fatten=0, color="white", fun.data = function(x){ return(c(y=median(x), ...
-
#10English Premier League Stats & Visuals (2020/2021 Season)
... aes(EPLStrikers_30$Assists, EPLStrikers_30$Goals, label = EPLStrikers_30$PLAYER)) + geom_boxplot(color = "red") + theme_dark(base_size ...
-
#11如何在ggplot中绘制中间线根据组而改变颜色的箱线图？ - 捉虫记
英文：How to make a boxplot in ggplot where median lines change colour depending ... y = value, fill = group)) + geom_boxplot() + scale_fill_manual(values ...
-
#12Formula interface to geom_boxplot() - R-Project.org
Defaults to 1.5. outlier.color. Default aesthetics for outliers. Set to NULL to inherit from the aesthetics used for the box.
-
#13How to Make Stunning Boxplots in R: A Complete ... - Appsilon
ggplot(df, aes(x = cyl, y = mpg, color = cyl)) +. geom_boxplot() +. scale_color_manual(values = c("#0099f8", "#e74c3c", "#2ecc71")) ...
-
#14geom_boxplot using both color and (group or discrete x) aeses
I have described the problem on StackOverflow here too, where Calum You purposes a workaround for that. The main problem is related to create a "running ...
-
#15Box plot in ggplot2 | R CHARTS
The ggplot box plots can be customized making use of the arguments of stat_boxplot and geom_boxplot . In the following examples we are changing the colors ...
-
#16geom_boxplot: Box and whiskers plot. - RDocumentation
geom_boxplot (mapping = NULL, data = NULL, stat = "boxplot", position = "dodge", outlier.colour = NULL, outlier.shape = NULL, outlier.size = NULL, ...
-
#17[R語言]資料視覺化G04 運用ggplot2完成箱型圖(box) - iT 邦幫忙
... 空白底圖，fill為依照車種填滿顏色； geom_boxplot(width=.5)於底圖上產生箱型 ... ,aes(x=vehicletype,y=meanspeed,colour=vehicletype))+ geom_boxplot(width=.5 ...
-
#18ggplot2 統計繪圖套件 - 吳漢銘
ggplot(iris, aes(x=Species, y=Sepal.Length, color=Species)) + geom_boxplot(show.legend = FALSE). # remove the legend after the plot is created.
-
#19Data Visualizations: Box plots - R que R
geom_boxplot (fill="cornflowerblue", color= "darkblue", alpha=0.2, notch = TRUE, notchwidth = 0.5, outlier.color = "firebrick1", outlier.fill = "red", ...
-
#20An introduction to plotnine.
If 'fill' and 'color' are passed to the geom_boxplot() this mean that colors should be the same for all boxes.
-
#21The ultimate guide to the ggplot boxplot - Sharp Sight
Here, we changed the box color to red by setting fill = 'red' . Notice that we did this inside the geom_boxplot() function. This tells ggplot2 ...
-
#22Box plot with ggplot2 | Abhishek Singh
Similarly, to change the color of the outline of box plot specify the color argument to geom_boxplot() as: ggplot(mpg, aes(x = drv, ...
-
#23Depicting groups of numerical data using boxplot - RPubs
outlier.colour, outlier.shape, outlier.size: The color, the shape and the ... ggplot(mpg, aes(x=class, y=hwy)) + geom_boxplot(color = "red", ...
-
#24Box Plots in ggplot2
Colored Boxplot. library(plotly) set.seed(1234) dat <- data.frame(cond = factor(rep(c("A","B"), each=200)), rating = c(rnorm(200),rnorm(200, mean=.8))) p ...
-
#255 Data Visualization | PSY317L & PSY120R Guidebook
To change the colors of the boxplots, you can change color= and fill= inside geom_boxplot() . Remember that color refers to the color of the lines, and fill ...
-
#26R Box-whisker Plot - ggplot2 - Learn By Example
Often you want to apply different colors to the boxes in your graph. By default, box plot use a white color for the boxes. You can change this with the fill ...
-
#27Chapter 9 Box Plots | Data Visualization with ggplot2
Let us map color to the variable stock. It will assign different colors to the box borders. ggplot(tidy_returns) + geom_boxplot ...
-
#28r - Change color median line ggplot geom_boxplot() - OStack ...
You can use the details of the plot, to derive the coordinates of where the median line is, and then add colour to it using geom_segment .
-
#294 QM Week 5 | R for Linguists - Eleanor Chodroff
ggplot(mcm) + geom_boxplot(aes(x = Fricative, y = dur_f, color = Fricative)). ## Warning: Removed 7 rows containing non-finite values (stat_boxplot).
-
#30How to geom_boxplot - Stagraph
width, bar width. By default, set to 90% of the resolution of the data. outlier.colour, outlier.color, outlier.fill, outlier.shape, outlier.size, ...
-
#31Overlaying Geometries
ggplot(data = penguins, aes(x = species, y = bill_length_mm, fill = species, color = species)) + geom_violin(alpha = 0.4) + geom_boxplot(width = 0.3, ...
-
#32boxplot() in R: How to Make BoxPlots Learn with Example
You can change the color, shape and size of the outliers. box_plot + geom_boxplot(outlier.colour = "red", outlier.shape = 2, outlier.size = 3) + ...
-
#33plotnine.geoms.geom_boxplot - Read the Docs
class plotnine.geoms. geom_boxplot (mapping=None, data=None, ... e.g show_legend={'color': False} , any other aesthetic are included by default.
-
#34[Solved] R ggplot boxplot + fill + color brewer spectrum - Code ...
If I create the boxplot with panels, I can adjust the color of the outlines: ... qplot(animals, value, data = data, fill=animals)+ geom_boxplot() + ...
-
#35Chapter 5 Graphics in R Part 1: ggplot2 - Jeff Doser
And second, using different colors for the points corresponding to the three species ... aes(x = continent, y = gdpPercap)) + geom_boxplot(color = "red", ...
-
#36boxplot.utf8 - bioCEED
ggplot(df, aes(group, response)) + geom_boxplot(outlier.color= "darkblue" , outlier.fill= "yellow", outlier.size= 3, outlier.shape = 23).
-
#37Supplemental Text Files - UBC Library
... y= probability.of.shannon)) + geom_boxplot(color = "black",fill='#A4A4A4') + geom_jitter(position = position_jitter(0.2)) + scale_y_continuous(limits ...
-
#38How to Create a ggplot Box Plot in R - KoalaTea
We can customize our box plots using some parameters on the geom_boxplot method. For example, we can change the color using the color named ...
-
#39Boxplots (ggplot) | Applied R Code
Plot Skeleton. p <- ggplot(diamonds, aes(x=factor(color), y=carat)). # Boxplot of diamond carat as a function of diamond color. p + geom_boxplot() ...
-
#40Formula interface to geom_boxplot() — gf_boxplot • ggformula
gf_boxplot( object = NULL, gformula = NULL, data = NULL, ..., alpha, color, fill, group, linetype, size, coef, outlier.color = NULL, outlier.fill = NULL, ...
-
#41Change Color of ggplot2 Boxplot in R (3 Examples)
How to set the colors in a ggplot2 boxplot in the R programming language. ... y = value)) + # ggplot2 boxplot without colors geom_boxplot() ...
-
#42Box plot — ggboxplot • ggpubr - R Packages
ggboxplot( data, x, y, combine = FALSE, merge = FALSE, color = "black", fill = "white", ... other arguments to be passed to geom_boxplot , ggpar and facet .
-
#43Replace residPlot() with ggplot - Derek Ogle
Note that the color of the histogram bars are modified and the ... with geom_boxplot() below (again controlling the colors of the boxplot).
-
#44Exploring ggplot2 boxplots - Defining limits and adjusting style
Remove background color, grid lines, Adjust theme ... width = 0.6) + geom_boxplot(width = 0.6, fill = "lightgrey") + stat_summary(fun.data ...
-
#45Visualizing data with ggplot2
For instance, if we want to color points differently depending on the species. ... !is.na(weight)), aes(x = species_id, y = weight)) + geom_boxplot().
-
#46Examples of aesthetics and geoms
You can decorate the boxes using a fill, which is another aesthetic. ppc + geom_boxplot(aes(fill = color)). plot of chunk unnamed-chunk-22 # or fill all ...
-
#47Change color median line ggplot geom_boxplot() - py4u
I would like to change the color of the median line in geom_boxplot() . I have looked and can't find a way to do it. I have posted the R code here that I am ...
-
#48Chapter 11: Boxplots and Bar Graphs - A Language, not a ...
I am also telling it what plot to make with geom_boxplot(). ... Here I have specified the size, shape, and color of my outliers, and consequently made the ...
-
#49Plotting figures with ggplot - Babraham Bioinformatics
tidy1 %>% ggplot(aes(x=sample, y=value,colour=sample)) + geom_boxplot(color="grey", size=2) + geom_jitter(height=0, width=0.15, show.legend = FALSE, size=5).
-
#50Help with geom_boxplot()!!! - tidyverse - RStudio Community
POSIXct(Duration, origin="1970-01-01", tz="GMT"),color=SubFlt)) + #geom_boxplot() + stat_boxplot(geom = "errorbar", width = 0.15,linetype ...
-
#51Statistical graphics with ggplot2 - Stat @ Duke
geom_boxplot (color = "grey", alpha = .7) +. scale_fill_manual(values = c("#E81828", "#002D72")) +. coord_flip() +. theme_bw().
-
#52How to create boxplot using ggplot2 without box border in R?
... the plot by defining the aesthetics of the boxplot with color argument. ... library(ggplot2) ggplot(df,aes(x,y,fill=grp))+geom_boxplot() ...
-
#53How to Make Stunning Boxplots in R: A ... - R-bloggers
geom_boxplot () ... Style ggplot Boxplots — Change Theme, Outline, and Fill Color ... There are other ways to specify the color palette, ...
-
#54'gpar' error when using color aesthetics in ggplot - Issue Explorer
When using geom_signif on a ggplot plot that has color aesthetics, ... aes(y = data, x = group, group = group, color = group)) + geom_boxplot() p + ...
-
#55Solved Which line of code below CANNOT be used to generate
... + geom_boxplot(color="green") mydata %>% ggplot(aes(x = varX, y = vary)) + geom_boxplot() mydata %>% ggplot(aes(x = vary, y = varX)) + geom_boxplot() O ...
-
#56使用ggplot2畫盒鬚圖(Box Plot using ggplot2) - 統計不球人
geom_boxplot (color = "red")+. geom_jitter(position = position_jitter(0.05)). # ggplot2程式套件geom_jitter函數讓重疊(數值相同)的資料點錯開， ...
-
#57Aesthetic mappings - The Wilke Lab
location day_of_year month temperature Death Valley 1 01 51.0 Death Valley 2 01 51.2 Death Valley 3 01 51.3
-
#58Creating plots in R using ggplot2 - part 10: boxplots
To change the line and fill colours of the box plot, we add a valid colour to the colour and fill arguments in geom_boxplot() (note that we ...
-
#594 Distributions | Data Visualization
mpg %>% mutate(class = fct_reorder(class, hwy)) %>% ggplot(aes(class, hwy)) + geom_boxplot() + geom_hline(aes(yintercept = median(hwy, na.rm = TRUE)), color ...
-
#60Files - tiwari12-rst/visualisationpythonlibraries-ggplot - Jovian
... 161 mapping=aes(x=cyl,y=disp))+ 162 geom_boxplot(color="red")+ 163 geom_point(color="red")+ 164 labs(title="Sample boxPlot")+ 165 theme_dark() 166 167 ...
-
#6108-mordor-ab-community-means.Rmd - OSF
"malaria" ), aes(x = arm, y = seroprev, color = arm)) + facet_wrap(~antigenf, ncol = 3) + geom_jitter(width = 0.1, alpha = 0.5) + geom_boxplot(color ...
-
#62[R] ggplot2: changing default colors of boxplot
Hi: Try this: p <- ggplot(mtcars, aes(factor(cyl), mpg)) p + geom_boxplot(aes(colour = factor(am)), fill = 'white') + ...
-
#63Boxplots - Gustavus Adolphus College
Side By Side Boxplots with Different Colors. You can generate a boxplot with colors that you specify by using the fill argument in geom_boxplot() . There are ...
-
#64Graphics in R with ggplot2 - Stats and R
ggplot(dat) + aes(x = drv, y = hwy) + geom_boxplot(varwidth ... fill = drv) + # add color to boxes with fill geom_boxplot(varwidth = TRUE) + ...
-
#65Data Visualization - Bioinformatics Workbook
if you want to color the plots, ... ggplot(fam1, aes(x=Organism,y=length)) + geom_boxplot(colour = lines1, fill = fill1) ggplot(fam2, ...
-
#66PowerPoint Presentation - Denvir Lab at Marshall University
Using color in graphs can be very powerful; Can distinguish between ... ggplot(th_chow, aes(x=Diet, y=Cholesterol)) + geom_boxplot().
-
#67R handout Spring 2021 Data Visualization w ggplot2
Now our layer 3 scatter plot shows the AGE-BMI scatter in separate colors and shape depending on ... geom_boxplot(color="black", fill="blue") + xlab("") +.
-
#68Colouring in Boxplots? : r/RStudio - Reddit
How do you fill in boxplots with colours? ... ggplot(mpg, aes(drv, hwy)) + geom_boxplot(color = (c("red", "blue", "green")), fill = "grey") ...
-
#69ggplot2 Part I - WV View
In this example, I have set fill to NA so that there is no fill color applied. ggplot(hp_data, aes(x=temp, ..count..))+ geom_density ...
-
#703.4 Box-and-Whisker Plots (ggplot2) - Creating Publication ...
bw_ggplot <- ggplot(diamonds, aes(x = color, y = price)) g_bw <- bw_ggplot + geom_boxplot() print(g_bw). A basic **ggplot2** boxplot.
-
#71Create Box Plots in R ggplot2 - Statistics Tutorials
ggplot(ChickWeight, aes(y=weight)) + geom_boxplot(outlier.colour = "red", ... If you want to change the fill color of the box plot, ...
-
#72ggplot2 Quick Reference: facet - Software and Programmer ...
No Faceting. First, let's create a very high level summarization of that data: ggplot() + geom_boxplot(data=d, mapping=aes(x=opt, y=time, color=opt)) ...
-
#73关于r：使用gtable布置ggplot图(宽度相同的小块)以创建2×2布局
Width)) + geom_boxplot(color="black") + ylab(expression(Foo~Bar~(g~cm^{-3}))) b <- ggplot(iris, aes(x=Species, y=Petal.
-
#74The Box Plot Guide I Wish I Had When I Started Learning R
geom_boxplot (aes(y = value, x = factor1)). Generated by the author in R ... We want to modify some of the colors, axes and labels.
-
#75Change whisker color in boxplots? - Google Groups
library(hexbin) data(NHANES) p<-qplot(Smoke,BMI,data=NHANES,facets=~Race,geom=c("jitter"),alpha=.2) p + geom_boxplot(outlier.colour="white",outlier.size=.1 ...
-
#76Data Visualization with ggplot2
Width)) scatter + geom_point(aes(color=Species, shape=Species)) + ... Length)) box + geom_boxplot(aes(fill=Species)) + ylab("Sepal Length") ...
-
#77R ggplot2 教學：圖層式繪圖- 頁2，共4 - G. T. Wang
my.plot5 <- ggplot(mtcars, aes(mpg, wt, colour = cyl)) + geom_point() ... boysbox <- ggplot(Oxboys, aes(Occasion, height)) + geom_boxplot().
-
#78ggplot2 quick reference - Amazon AWS
Change box plot line colors by groups p<-ggplot(ToothGrowth, aes(x=dose, y=len, color=dose)) + geom_boxplot() p.
-
#79Adding some music to boxplots, and better ways to visualize ...
... panel.background = element_rect(fill = "NA"), axis.line = element_line(color="black")) p.tree + geom_boxplot(outlier.colour="red",outlier.shape=8).
-
#80Boxplot, how to match outliers' color to fill aesthetics? - Genera ...
m <- ggplot(movies, aes(y = votes, x = factor(round(rating)), colour = factor(Animation))) m + geom_boxplot(outlier.colour = NULL) + scale_y_log10().
-
#81Ggplot boxplot scale
The colors on boxplot look good. y_pretty_n: The desired number of intervals on ... (aes (fill = world_region), scale = "width") + geom_boxplot (width = 0.
-
#82Lab02 - Graphical Statistics - Jarad Niemi
ggplot(airquality, aes(x=1,y=Ozone)) + geom_boxplot() ... If we want to put all the response variables on the same plot, we can color them.
-
#83Visualization Libraries — GGplot? Part -6 - DataDrivenInvestor
geom_boxplot (color="red")+ geom_point(color="red")+ labs(title="Sample sub boxPlot -1")+ theme_dark() p2 <- ggplot(data=mtcars, mapping=aes(x=cyl,y=disp))+
-
#84Data Visualisation with ggplot2 – Introduction to R - Library ...
How can I change the aesthetics (ex. colour, transparency) of my plot? ... geom_point() for scatter plots, dot plots, etc. geom_boxplot() for boxplots ...
-
#85Lesson 2: Visualizing Data Using ggplot2 - · R Data
Or how does the quality of the color, or of the diamond's clarity, affect the price? ... ggplot(diamonds, aes(x=color, y=price)) + geom_boxplot().
-
#86Data Visualization with ggplot2 : : CHEAT SHEET
properties of the geom (aesthetics) like size, color, and x and y locations. ... f + geom_boxplot(), x, y, lower, middle, upper, ymax, ymin, alpha, color, ...
-
#87BOXPLOT in R [boxplot by GROUP, MULTIPLE box plot, ...]
Note that you can change the boxplot color by group with a vector of colors ... Then, you can use the geom_boxplot function to create and customize the box ...
-
#88How can I remove the outliers from a boxplot and fill the groups?
geom_boxplot (notch = TRUE). Then, after run your code, you can do: p$layers[1] <- NULL. This will remove the first ggplot layer, ...
-
#89r - 在ggplot中注释分组的箱线图-在箱线图下方添加观察数
ggplot(data=MIOT1, aes(stage, time, fill=resp)) + geom_boxplot(color= "black", ... shape=0, size=1, colour="black", position=position_dodge(width=0.75)) + ...
-
#90R语言可视化——箱线图及其美化技巧 - 腾讯云
ggplot(diamonds,aes(cut,price,fill=color))+geom_boxplot(). 接下来我们还像往常一样，通过position参数的切换来验证boxplot图表的position参数使用 ...
-
#91R绘图第四篇：绘制箱图（ggplot2） - 悦光阴- 博客园
outlier.alpha：离群点的透明度. 示例代码如下：. ggplot(ToothGrowth, aes(x=dose, y=len)) + geom_boxplot(outlier.colour ...
-
#92A ggplot2 Tutorial for Beautiful Plotting in R - Cédric Scherer
{ggplot2} understands both color and colour as well as the short version col . ... aes(date, temp)) + geom_boxplot(aes(color = season, ...
-
#93194-花花看了一眼，其中就一张不会画 - Yunze Liu
A g + geom_point(size = 3, alpha = 0.15)+ geom_boxplot(color = "gray60", outlier.alpha = 0) # B g + geom_boxplot(color = "gray60", ...
-
#94ggplot2 008 箱线图及小提琴图 - 简书
箱线图Box plots 1.1 语法geom_boxplot( mapping = NULL, data = NULL, ... outlier.colour = NULL, outlier.color = NULL, outlier.fill = NULL, ...
-
#95R语言ggplot2绘制箱线图(Box plot) - 知乎专栏
本教程介绍了如何使用R 软件和ggplot2 包创建箱线图。需要使用函数geom_boxplot()。一个简化的格式是：geom_boxplot(outlier.colour="black", ...
-
#96master · CSC courses / Understanding-your-data-with-R
In scatter plot we use color inside aes . ... y=logCPM, color= Sample)) + geom_boxplot() # # color by group ggplot(gene.exp.tidy ...
-
#97Visualizing Tabular Data - Cyberhelp
ggplot(person, aes(x = SCHL, y = WAGP)) + geom_boxplot() + geom_point( color = 'red', stat = 'summary', fun.y = mean).
-
#98R語言學習筆記(三)：ggplot2 - Yanwei Liu
geom_boxplot () #盒鬚圖 ... pl <- ggplot(df,aes(x=CPI,y=HDI,color=Region)) + geom_point(size=4 ... + geom_point(aes(shape = Species, colour = Species)) ...
-
#99ggplot2: Guide to Create Beautiful Graphics in R
e + geom_boxplot() + scale_x_discrete(limits=c("2", "0.5", "1")) 10 20 30 0.5 2 ... variable dose: # Use single colors e + geom_boxplot(color = "black", ...
geom_boxplot 在 prasertcbs Youtube 的最佳貼文
การสร้าง box plot ด้วย ggplot2
การสร้าง box plot แบบมีกลุ่มเดียว
การสร้าง box plot ข้อมูลที่มีหลายกลุ่ม
การสร้าง box plot หลายรูปพร้อมกัน
ดาวน์โหลดไฟล์ตัวอย่างได้ที่ https://goo.gl/vUdPwm
เชิญสมัครเป็นสมาชิกของช่องนี้ได้ที่ ► https://www.youtube.com/subscription_center?add_user=prasertcbs
การสร้างกราฟด้วย ggplot2 ► https://www.youtube.com/playlist?list=PLoTScYm9O0GFEu7flht1Fv_gsT2mizgPW
สอนการสร้างกราฟด้วยโปรแกรม R เบื้องต้น ► https://www.youtube.com/playlist?list=PLoTScYm9O0GEvw9bN_Q8nRdDUPyaSymqM
วิเคราะห์ข้อมูลด้วย R ► https://www.youtube.com/playlist?list=PLoTScYm9O0GFYFj7oWadDNklkveS6tFIo
สอนการใช้โปรแกรม R เบื้องต้น ► https://www.youtube.com/playlist?list=PLoTScYm9O0GGSiUGzdWbjxIkZqEO-O6qZ
สอนการเขียนโปรแกรมด้วยภาษา R เบื้องต้น ► https://www.youtube.com/playlist?list=PLoTScYm9O0GF6qjrRuZFSHdnBXD2KVICp
สอน R สำหรับ Data Science ► https://www.youtube.com/playlist?list=PLoTScYm9O0GGat89RT9NMjW7sqFz84XSk
สอนการใช้ dplyr package ► https://www.youtube.com/playlist?list=PLoTScYm9O0GEsJv4E4QmrBkdyax2IgRQG
สอนการใช้ tidyr package ► https://www.youtube.com/playlist?list=PLoTScYm9O0GFL9f4LpDa0zrh-rqzF3xdN
#prasertcbs #prasertcbs_R #prasertcbs_DataScience #prasertcbs_ggplot