FAQ: How to do a minimal reproducible example ( reprex ) for beginners

A minimal reproducible example consists of the following items:

  • A minimal dataset, necessary to reproduce the issue
  • The minimal runnable code necessary to reproduce the issue, which can be run
    on the given dataset, and including the necessary information on the used packages.

Let's quickly go over each one of these with examples:

Minimal Dataset (Sample Data)

You need to provide a data frame that is small enough to be (reasonably) pasted on a post, but big enough to reproduce your issue.

Let's say, as an example, that you are working with the iris data frame

#>   Sepal.Length Sepal.Width Petal.Length Petal.Width Species
#> 1          5.1         3.5          1.4         0.2  setosa
#> 2          4.9         3.0          1.4         0.2  setosa
#> 3          4.7         3.2          1.3         0.2  setosa
#> 4          4.6         3.1          1.5         0.2  setosa
#> 5          5.0         3.6          1.4         0.2  setosa
#> 6          5.4         3.9          1.7         0.4  setosa

Note: In this example we are using the built-in dataset iris, as a representation of your actual data, you should use your own dataset instead of iris, or if your problem can be reproduced with any dataset, then you could use iris directly (or any other built-in dataset e.g. mtcars, ToothGrowth, PlantGrowth, USArrests, etc.) and skip this step.

And you are having issues while trying to do a scatter plot between Sepal.Length and Sepal.Width, so a good minimal sample data for this case would be just the first 5 rows of those two variables, this doesn't mean that you have to necessarily do the same, use your best judgment to decide the minimal amount of sample data needed to exemplify your specific problem.

head(iris, 5)[, c('Sepal.Length', 'Sepal.Width')]
#>   Sepal.Length Sepal.Width
#> 1          5.1         3.5
#> 2          4.9         3.0
#> 3          4.7         3.2
#> 4          4.6         3.1
#> 5          5.0         3.6

Now you just need to put this into a copy/paste friendly format for been posted in the forum, and you can easily do it with the datapasta package.

# If you don't have done it already, You have to install datapasta first with
# install.packages("datapasta")
datapasta::df_paste(head(iris, 5)[, c('Sepal.Length', 'Sepal.Width')])
# This is the sample data that you have to use in your reprex.
      Sepal.Length = c(5.1, 4.9, 4.7, 4.6, 5),
       Sepal.Width = c(3.5, 3, 3.2, 3.1, 3.6)

A nice guide about datapasta can be found here:

You can also use dput provided in base, which is as simple as this:

dput(head(iris, 5)[c("Sepal.Length", "Sepal.Width")])
#> structure(list(Sepal.Length = c(5.1, 4.9, 4.7, 4.6, 5), Sepal.Width = c(3.5, 
#> 3, 3.2, 3.1, 3.6)), row.names = c(NA, 5L), class = "data.frame")

This output may seem awkward compared to the output of datapasta, but it's much more general in the sense that it supports many more types of R objects.

Minimal Runnable Code

The next step is to put together an example of the code that is causing you troubles, and the libraries that you are using for that code. Please narrow down your code to just the relevant and essential part needed to reproduce your issue.

library(ggplot2) # Make sure to include library calls for all the libraries that you are using in your example

# Remember to include the sample data that you have generated in the previous step.
df <- data.frame(stringsAsFactors = FALSE,
                 Sepal.Length = c(5.1, 4.9, 4.7, 4.6, 5),
                 Sepal.Width = c(3.5, 3, 3.2, 3.1, 3.6)
# Narrow down your code to just the problematic part.
ggplot(data = df, x = Sepal.Length, y = Sepal.Width) +
#> Error: geom_point requires the following missing aesthetics: x, y

Your Final reprex

Now that you have a minimal reproducible example that shows your problem, it's time to put it into a proper format to be posted in the community forum, this is very easy to do with the reprex package, just copy your code with Ctrl + c and run reprex() function in your console pane

# If you don't have done it already, You have to install reprex first with
# install.packages("reprex")

Now you can just do Ctrl + v in your forum post and voilà!, you have a properly formatted reprex like this:


df <- data.frame(stringsAsFactors = FALSE,
                 Sepal.Length = c(5.1, 4.9, 4.7, 4.6, 5),
                 Sepal.Width = c(3.5, 3, 3.2, 3.1, 3.6)
ggplot(data = df, x = Sepal.Length, y = Sepal.Width) +
#> Error: geom_point requires the following missing aesthetics: x, y


Note: The previous approach works if you are using a desktop version of RStudio but if you are using a server version (or you don't have access to your clipboard), you will have to paste your code inside the reprex() function like this.


df <- data.frame(stringsAsFactors = FALSE,
                 Sepal.Length = c(5.1, 4.9, 4.7, 4.6, 5),
                 Sepal.Width = c(3.5, 3, 3.2, 3.1, 3.6)

ggplot(data = df, x = Sepal.Length, y = Sepal.Width) +

Another point to note here is that reprex does not run in your working directory by default. It creates a temporary working directory, and hence if you read files from your working directory using relative paths, you'll get a lot of errors. The preferable way of avoiding this is to share the data in a copy-paste friendly format using datapasta or dput (as discussed above). But in case you can't do that, you can force reprex to use the current working directory using the outfile = NA argument, this won't be reproducible as people will not have access to your local files, and hence you will have to share your data set using some cloud storage service, for example Dropbox, Google Drive, etc.

The Answer

If you follow all these steps, most likely someone is going to copy your code into its R session, figure out what the problem is, in this example it would be that you forgot to put your variables inside the aes() function, and answer to you with a working solution like this.


df <- data.frame(stringsAsFactors = FALSE,
                 Sepal.Length = c(5.1, 4.9, 4.7, 4.6, 5),
                 Sepal.Width = c(3.5, 3, 3.2, 3.1, 3.6)

ggplot(data = df, aes(x = Sepal.Length, y = Sepal.Width)) +

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Using for loop to indicate dataset based on its name
creating graphs with order ids
Error in tokenize(reference, what = c("word")) : unused argument (what = c("word"))
How do I create a trendline for my graph, I'm struggling
problem with missMDA
New Project Actual vs. Demand
NaN when running for skewness exp(variable)
Error in eval(predvars, data, env) : object 'psu' not found
Error: Problem with `mutate()` input `relig2`. x unused arguments
summary table with chart in output Rmarkdown file
dfsummary col.widths
Hourly electricity demand data with explicit gaps
Error message "could not find %>%" even though magrittr package is installed
Iterate Calculations for Multiple Data Tables to New Data Table
Impossible Values/Messy Data
it my coding right?
unexpected symbol for model
How to calculate mean, standard deviation and number of samples from a data frame
could not find function
draw a chart ggplot2
Help to filter column and plot by each "element" column using emmip function
Scatterplot Help
CI after logistic regression in bootstrap
Sumifs and Group Function
Creating dot charts
how to sum variables from a table
Filtering on basis of row data
How to do exact string match using another column as a reference?
Creating Month and Year Columns in R
Legend is cropping itself in plot display?
''x' must be numeric' error for categorical data
create multiple variables with for function
Microbiome. aggregate_taxa. Error "values must be type 'integer'
Argument 1 is not a Vector
nMDS in RStudio v 1.3.1093
Data cleaning -- Creating one variable when multiple answers are chosen — in R
duplicates plotting R
Use %in$% operator when column name contains an apostrope
ggplot labeller from column names
difference between boxplot graph and visreg
Recoding variables in a data frame
Change plots already edited in R
How to do calculation referencing previous row value in the same vector?
Regressionsanalyse - NA as coefficients
Converting character variables to numeric variables
Dates in a Shiny app renderTable from tidyverse::subset presenting as numbers in the app.
How to add ellipsis
Add new Rows which sums & counts values
Help with data iteration
Why do I get this error when I try to group measures?
Growth rate calculation in RSTUDIO
How to graph price against months from an End-week-date format
Time Series multiple boxplots
A legend label for each line geom_line
How to clean data for bigrams
gcmr for environmental variable
Getting x and y are different lengths in legend creations
How do I make a simple graph with subset factor and two variables? (help pls)
Creating a graph but getting error message: unexpected symbol in... and can't find 'stat'
Column dates error with running my function
Problem with a simple multiple line graph using ggplot2
Pipeline - set_units()
Plotting Regression
Creating a subset variation data
Visual Markdown amsmath
Merge - 'by' must specify a uniquely valid column - For Procedure
need to fetch unique values in a column
Probit model with panel data
Variable in group_by and ggplot
I am currently doing my school activities with regards on creating a line graph by quarter and this is my error that is keep on prompting even I debug it many times
Problems after running function "ensemble"
How to connect variables over columns for analysis
extract information from response class
How to merge rows that have the same number on a column?
Shiny lookup value from a dataframe as per selectizeInput
How to combine 2 datatables in R
why this value...
Economic cycles plot
Iteratively insert row into data frame
Help with creating distribution of ROI
Map with latitude and longitude for a variable
Need Help with Nested Loop for simulation
Warning message during a Dunn test
Simple diagramm with 3 variables
FAQ: What's a reproducible example (`reprex`) and how do I create one?
delete Na values
line plot by ggplot
Alternative to cbind to append vectors with diferent row number
R event study experience
R markdown problem with creating PDF file for plots
piecewise regression ~ segmented package
I cannot order my data to run a oneway anova
Split a column into multiple
Changing variable values in dataframe
Transpose/arrange row column names
Mail Failed 421
Exporting to Excel doesn't work
turning 2 separate variables into one
How to mutate a new column with the extracted numeric values from another column in the same table in a remote PostgreSQL Database.
generate new balanced data by rose
Passing matrix columns as arguments to a function
Selecting the best values of a data frame
Error in eval (predvars, data, env) : object ‘Red Blood Cell Count’ not found
Adding Survey Weights and Bootstrapping
Including A Group Statement within a For Loop
Propensity scores
Date conversion in R, to convert dataset for time series analysis using xts
Improve speed purrr:: script
Help adding significant difference bars to plot in R
Adding a second line to a graph
How to define a function and produce its line chart?
HELP: one scale multiple column recode
Forecasting with xreg=snaive
filter doesn't run
R not reading properly data structure incorrect
Error in plot.window(...) : invalid 'ylim' value
Creating flagged categories for anthropometric
Removing "Class" from visualization
variable in scale_fill_manual
Multiple Linear Regression with Antecedents
Error in t(y) %*% x : non-conformable arguments for Summary function
my unexpected symbol is a capital letter?
Automate Regression in R - Calculate FamaFrench 3 Factor alpha
Error: Alphanumeric argument 'formula' must be of length 1.
select_by_one_std_err() question about the ... (dots) argument
display ggplot without updating values
Reset variable value based on condition
How to add a smooth line in a graph
Lubridate and Categorical Variables
How to rename the rownames of a dataframe with matching characters from another dataframe?
Plotly tooltip not showing data
Tidyr Spread Situation
Instrumental Variable Regression and Probit Regression
Data Formatting for MaxDiff
Data Formatting for MaxDiff
List within Data.Frame still?
Data Frame Error in Unsupervised Random Forest
Error installing tidyLPA and dplyr packages
TidyLPA not working - could not find function "estimate_profiles"
Sum columns and new row in dataframe...again
remove outliers in paired samples
How can speed up the running of pgmm models in R?
create new observation of variable based on two other observations
Data is not in a recognized alluvial form (see `help('alluvial-data')` for details).
x must be a numeric number
x must be a numeric number
regression using NP package
subtracting value from one year from each group
List within Data.Frame still?
Code works but doesn't stay when I run the next step in the code
Add a variable as legend/factor to XY-Plot / GG Plot
Creating a calculated Average / Ratio to plot on a Geom_line comparing yearly data
Aesthetics must be either length 1 or the same as the data (21): y
Copying from Viewer because I cannot save it as csv or txt file
Adding Layers to a Plot (ggplot)
Error: Invalid input: date_trans works with objects of class Date only
circle modelisation
Programming with cols()
Error: no documentation of type ‘A’ and topic ‘O’ (or error in processing help)
Finding and subsetting duplicates from two sources
boxplot is not ok
How to re-label countries by continent and find the mean value
How to save all the information obtained from a loop?
diagram overload- split data into multiple charts
Error: Problem with `mutate()` input `time_format`. All arguments must be numeric or NA
Use runjs in an observeEvent, run only the second time
Unfortunately, I am neither able to save data in my working directory nor loading the data from it.
Hello, I need some help on starting this assignment, I don't know how to do the anova test for question one and whether it should be one or two way.
Unable to use cpp files in shiny
Drop menu for shiny app
Export R file to spss dataset
Print a list of plots from a list column in a data frame
Comparing datetimes
non linear regression (power law using log transformation)
ERROR: Undefined columns selected
two gaphs with y=mpg and x=hp but wrt am
RMarkdown with underscores variables
Error in eigen(corMat) : infinite or missing values in 'x'
How to increase the size of the shapes that denotes effect sizes of different datasets and metaanalysis?
Assistance Running Data Analysis (ANOVA and Linear Regression)
Why are the means of my boxplots always the same in ggplot?
Why are the means of my boxplots always the same in ggplot?
Adding another row's data into a calculation
How to change date format to new format
Assignment rstudio
Help with percentages
vertical space between fluidrow R shiny
'to' must be a finite number, error analysing recorder metrics
calculate new columns from existing column by group and assigned the calculated value for entire group (observations)
R code for loop need help
Creating variables that store a range of dates
argument is not numeric or logical: returning NA, in spite of is.na(data)=TRUE
return which pattern matched
Help: getting "Error: unexpected symbol in:...." after a lot of commands
How can I adjust my heatmap so that it only shows the upper part?
Help with Function()
metafor package, change the tol
Error in undefined Columns
translating xlsx.writeMultipleData("stdresids.xlsx", stdresids)" from library (xlsx) to library(writexl)
Formating DT table to add background color for interval values
Column that is a list
Mutate Evaluation error: objet '...' introuvable."
What is the difference of occurrence and density for different types with in 4 different populations
Filter unique and
Read characters with grep
trouble while using prophet() in R
How to compare a forecast model to actual data and what is uncertainty?
Regression model to predict student's grade in R
Error in if (attr(vectorizer, &quot;grow_dtm&quot;, TRUE) == FALSE
geom_bar display empty plot
creating histogram with lattice installed
How to substring value from row in r
How to extract factors names from anova function
Extracting similar character data in a dataframe
plot is all black
plot is all black
Data vs Values in Global environment in R??
replace ALL... if the first...
Error in plot command - Error in xy.coords(x, y, xlabel, ylabel, log) : 'x' and 'y' lengths differ
R studio trying to start plm
how to create dummy variable using age group
How to apply ARIMA/time series on multicolumn/variable dataset
Different colours and labels for each df on one plot
Error in plot command - Error in xy.coords(x, y, xlabel, ylabel, log) : 'x' and 'y' lengths differ
Trying to figure out how to plot an age-length line / scatter graph in ggplot2?
no able to produce a legend
How to put "Input values" on the Box Title
debugging keras
Error with using %to%
Individual Scatter Boxplots for very large dataset marking price and product code
How to indent a code chunk without adding a list
Basic R Problem: Prepare data record
Trying to run a time series
Error on variable length
replacing NA with for loop vs dplyr
Comparing Panel models after they have clustered SE R
A simple problem needs help【number of items to replace is not a multiple of replacement length】
Xplorerr Package/Library
A simple problem needs help【number of items to replace is not a multiple of replacement length】
Remove rows with a unique value in one column? Help
deidentify and duplicate data
Analysis my data vs. library data
How to read text mining on pdf and how to call?
Creating diagonal matrix (diag) from Excel sheet
Split data: text to columns
Error with geom_sf()
Applying a function to an entire data frame
Recode categorical variable
functional autoregressive model
Construction of Repeated loop in R.
Forest Inventory and Analysis (FIA) Data analysis in R.
Point shape in ggplot2 with distance matrix
How to average a subset of data based on other columns
Needs help on R. I find it difficult to install agricolae and to run some analysis such as LSD etc
How to convert a chr variable to a factor variable to be able to identify levels
How to define quadratic model without SO() or PQ() functions ?
cannot fit gev model to data. please help :(
Trying to Import Json file into R
How to get forecasting output for all individual input in R
append a list from a for loop
Data entry form in r
how to put external regressors in DCC model in R studio
how to truncate data
Why am I receiving a map_lgl error using dplyr for filtering my data?
Animation Slider Date Order
what the error mean?
combining datasets with different countries and rows
Estimating Proportion with Survey Data in R
how to put external regressors in DCC model in R studio
Help with Averaging Data per county per state for AQI data... then maps
Handling missing multiple time series data in a csv file
Help on - Loop - argument is of length zero
unable to get plot for this data
strings in rows of a data frame column
Color samples in PCA plot
problem loading a trained mobilenet - "Error in py_call_impl(callable, ..., ...) : TypeError: '<' not supported between instances of 'dict' and 'float'
How to graph a scatter plot in 3D?
How to change Pearson to Spearman rank correlation
How to change Pearson to Spearman rank correlation
str_replace_all problem
How can I find the difference in population by year and zip code using dplyr?
How to recode a factor in order to make a pie chart
Color samples in PCA plot
Describe function not working
High Accuracy- seems fishy
Beginner question with running a t-test
how do i clean my social network
Summarize Daily Precipitation by 4 and 6 days
need help with Haversine function
need help with Haversine function
how to find conditional mean?
missForest not working
Arithmetics with extremely small numbers
PCA plot mean point
How to collapse rows in a dataframe?
Can not remove the title of subplot
Lubridate as_date
Randomly assigning values to missing data
ggplot : Beginner question about string data.
ggplot2 error message for Hidden Markov Models
Error: Evaluation error: no applicable method
Which test to use (animal behavior)
Error in gbm.fit
Linear Regression
Rstudio to analyse CPG promotions
Changing shape of legend in ggplot
collapse consecutively repeated rows and group by other varibales
Creating a PolarPlot
Double loop to create a dataframe
Random Forest - Variable lengths differ
Contingency Table Question
distance between two documents with jaccard distance
New to R, need help plotting
debounce list of inputs
ERROR : system is exactly singular
Extracting text fields from a list of pdfs
follow-up interaction resulted from lmer
Need to convert the Multiple Data frames with Array to single data frame
Error: Input year(s) is not numeric in R
Negative number is character. Want to change to double
Add label to the Top or center of column chart
Calculating the hours minute secs and millseconds for few groups - Error on conversion
Saving factor scores from grm
ggplot2 query - facet wrapping, removal of legends and general formatting
Both t.test ; why different p-values??t.test()&ggboxplot()
time series questions
Help needed! Aggregated counts in R
How to perform a double arcsine back-transformation after meta-regression with moderator analysis in RStudio
Plotting an hyperbolic density using ggplot
Dot density map help (ratios) error :could not find function "calc_dots"
Categorical data
Problem running datasets in Rstudio
how to use mutate_at and fct_rev() together?
Outliers in Box Plots.
removing blanks/NA's
invalid to set the class to matrix unless the dimension attribute is of length 2
parse_character chinese character
2D plot from a matrix
Adding internal document links to section created using pdfpages package
Why am I getting same forecast pattern for both the years (2016 and 2017) in holt winters method? What is wrong with my code?
Descriptive analysis of a cluster
ggsurvplot() error
Require R Script, to group similar Account Names based on Region
Doubt on retryonratelimit
add group-level abline to plot
Need help creating a Regression Chart
Can a mean line graph be plotted along with boxplot using highcharter.
String Splitting for file path (for entire data set) with one column not a single path given by the user
TeX Capacity Exceeded
Using dummy variables for categorical data
Edit datas with a Shiny App
Unable to run CFA with EGA: "Error in paste..."
Histogram using ggplot
data.table conversion script question...
Summing accross individuals
return function
Using "findcorrelation" to remove features
Help with chi-sq test
Average of data and creation of a dataset
Change to dbl after import csv created factor
How to add colors and linetype with ggplot2
How to exclude certain file names in a folder in R
Using loops and equations within dplyr
some problems with my database
conditional manipulating of reoccuring variables
R studio run really slow
XML error in Rstudio
forecast package time series in R
forecast package time series in R
Merge annual and monthly time series data
random generation any easier code
unable to get plot for this data
Unable to show ACF graph
cannot knit an .rmd file to html
Clustering with Categorical variable
Newbie to RStudio - help with date import and transform
How to remove background from levelplot?
Markov function error
Legend from continue to discrete values
Error Message: Aesthetics
R studio version
Need Help Running a Regression
Fitting linear regression model
Remove comments from LaTeX output in .Rmd
r code for create the fuzzy linguistic terms
codes for back calculation method
Date conversion gives NA
Y-axis scale in Rstudio
a question about 3D array in R
fitting spline through local maxima
Use eval() for multiple source statements within UI?
Plotting ts in rstudio
OCR using tesseract, magick
How to enlarge the size of each sub-panel with common scale bar
Facing prob with corrplot
How to enlarge the size of each sub-panel with common scale bar
I need help, Column 0 Import data
Merging two datasets for two ICC studies to get a single ICC
Do shiny server need to be installed as I aready installed Rstudioserver on my linux cent OS 6 server for publishing shiny app on my own server ?
Help still needed: White space around plot
Error in seq ...: wrong sign in "by" argument
Mean BMI with R and dplyr
Cross analysis with new dataset in R Studio
ggplot2 Viewport/Axis Issue
Formal parameters in geoms and stats: how to pass them from one to the other?
Plotly, plot large dataset without loop.
Having an error importing the data to r
How to make a subset that isn't a list?
Error in twInterfaceObj$doAPICall: Forbidden (HTTP 403).
Cant knit rmarkdown document
i want to ask abour RStudio
Renamed columns but they haven't changed in the dataset
Predicted probability values from Logistic regression are negative
Difficulty in specific order data
Error in data splitting with R
linear type plot in qqnorm
calculating correlations by group using ddply [R Studio]
Is it possible to have Table grid and Graph together in R at row level
Exporting time prints from Kinovea and chaning the time to R format
Filter next two rows
invalid type (list) for variable '.response' *
z test on RMarkdown
Missing data after cleaning NA on ezAnova
import dataset from excel
help with pulling out data
Importing data from Excel to R
Baseball Data Question
Phase and annotation in R
Sorting Month in the Highchater Graph X Axis
How can I share the interactive visualizations that I created on R studio to my own website?
Why am I facing the error when I try to convert long data set into wide data set? Please help my dear friends
R function daisy() from package cluster
Sorting to create a data frame off a pdf
fa.parallel function not found
Calculate the Simple Matching Coefficient
Need help on named pipes on Windows
Editing a plot made from a time series
Doubt about the function joinCountryData2Map
question on how to re-order matrix
Keeping duplicated rows across/between Ids
Removing "NAs" but keeping variable labels
R Lookup data “falsly” returns NA
Use of ggboxplot
Help on warning message "no font could be found for family 'Arial'"
Problem with R studio
filter row using logical condation
Help mistake by diff function
Pandoc error 99 when generating HTML
ggplot - each axis different column of df
ggplot - each axis different column of df
Error in tstart and tstop for coxph
Filter() in dplyr not working in function
Time series forecasting including a variable
Reading data.frame into R-markdown
GC overhead limit exceeded
Reading data.frame into R-markdown
summarizing a table by treatment types
Coalesce survey responses in a dataframe
estimation of dynamic linear model in R
help is needed for coding for multiple graphs from a heterogenous large data csv file in R
else If statement not working on shinyapps.io
How to make a dodged bar graph using multiple csv data ?
i need to plot anomaly of rainfall data using ggplot,can i get assistance?
QCA - Testin for single necessary conditions
ggplot2 geom_smooth
Plot two variables with different scales
R encountered a fatal error.The session was terminated
y-axis shifted by 1
Error with Time - "Origin" must be supplied
R studio IDE related Query
After running WordCloud function R studio stop responding. I have terminate the session but nothing works, restated my machine but no help
Legends of two ggplot in grid.arrange() are overlapping in R Markdown
gorups variables
temperature maps in R
Data Table Formating in Shiny - Number formating
Mirt model problem
Fill the max and min values with same x values
Plotting two differnt data frames in the same graph
Testing Hypothesis in R. Need help!
Cannot Format My Dates
Error message ANOVA
import names to fit ids in a dataframe
Monthly Trend Analysis
How to generate dummies for all holidays (date format = "%M/%d/%Y" ) for all years?
How to use the system command on windows correctly
Counting Letters
plot multiple column in a point and connect it with line
Script execution is not stopping for Replicate
Calculation inconsistencies - Shiny app
Background color of vistime
How do i get rid of the NAs to get the actual values
Plotting in R studio
How to generate dummies for all holidays (date format = "%M/%d/%Y" ) for all years?
Help with linear model
Geom_text in facet_wrap
Problem data.frame
plot(x,y) Error in plot.window(...) : need finite 'xlim' values
Specific results from mixed models fit with lme
Help to Warnings()
Error: incorrect number of dimensions
Color points on a map concerning different values in a column
How to transform span bin information into separate bins in r?
Combine two time series forecast on the same chart
can somebody help me to make a code for the following figures.
ggplot2 not showing data points or plots
Boxplot Error "Must request at least one color from a hue palette"
Check database table for changes/updates
need help with comparing 2 different datasets imported from excel
Concatenating dataframes
Working with a large data frame and am getting this error when running the summarize function.
Adding a new row to the data
getting an error while trying Moving average
Usage of accumarray function (pracma package)
Probit - unconditional probablity
Is there any way of using vector's assigned string value as a variable name.
Cutting some part of my Vector
Extract year and months from a data series
Ungroup ggplot2
Need help in finding MODEL
Extracting result from multiple kpss test get NA or NaN values
Help with filtering dataset - string matching
Symbol deletion and formatting
Column `x` is of unsupported type quoted call
In R with RStudio, is there an approach to redirect the output from looping through a matrix into a data frame
How to average variables in R based on another variable
How to code variables into multiple categories
bubble chart - bubbles won't adjust
question about facet wrap
Logical function not working properly
Running Mac script
R-square and p-value for regression with robust standard errors
Graphing vectors of different lengths in plotly
How to read fileinfo from the aws s3 bucket?
Using ggplot and ggplotly together
Error in missForest()
sample_frac function of dplyr is giving back an error
Aggregate data set by year (year is the column name and the years are in the rows of the table)
Aggregate data set by year (year is the column name and the years are in the rows of the table)
Using bootstrapped regression to test if categorical and/or count data has an effect on the outcome of another variable
Issue when using the group_by function in tidyverse package
Function with Loop
Creating a new variable that is an average of two out of three measurements
t-test appears to give wrong output
Running analysis on time data - estimating average time
Running analysis on time data - estimating average time
Graphics error: Plot rendering error, cannot open compressed file
geom_segment ggplot with envfit data
percentage prediction
"reached elapsed time limit" warnings RStudio
Overlay a ggplot with an image and apply CSS effects
Ploting graph between coefficients and quantile with 95% confidence interval.
Error in FUN(content(x), ...) : invalid multibyte string 1777
Missing Values in Variables: survfit and ggsurvplot
outliers and unusual observations
Auto Rounding in R
Shiny Graphic disappears when i switch from a tabPanel to another
Mix countries' flags with a OCDE logo from a svg file
Drawing rectangles with ggplot2
How to get R plotly to separate thousands with comma?
How can I make a new variable based on a percentage of four other variables?
Shiny with Rstan
Assign Color to Every Subject in Group
Subset a data frame based on date
How to stop messages from appearing in knitr report
dplyr error - works fine with excell import but doesn't with db import
Run and save macro in excel through R
Labels missing on ggplot graph returned from function
RStudio Sort in Data.frame View not working
Putting together a shiny app
How to group by category when creating XMR columns?
Adding a "Normal Distribution" Curve to a Histogramm (Counts) with ggplot2
Tidyr separate paired multiple columns and use first column value as column name
What to do when your column name is "NA"...
Warning messages : tidy.dgCMatrix' is deprecated,'tidy.dgTMatrix' is deprecated
Heatmap on subtab in html
Predicting Sunspot Frequency with Keras
Error by using coocur package
Can't use the lm function/ na.omit doesn't remove the NA'S
Create barplot based on part of outcomes
Help with tidying data
Error Bar Plot for R2 Confidence Intervals
Error: option error has NULL value on version 3.6.1
lonsex2dec, latsex2dec
Group_by on elements of a large list
Calculate Conditional Mean
Knitting to PDF
How to export CrossTable output to Excel
How to treat missing data for this case?
missing values? again how can I solve this problems?
How to crop gridded data with shapefile
Problem getting this simple For loop correctly
Bivariate sorting
How to use both lines and points on the same graph
Creating a loop for a regression model and store results
how to mach every entry of a list of one columns to multiple columns of another list
New Dataset with only select rows
"could not find function" for a data.frame element
Chi square test in R without using the function idrectly
conditionals (if, else if, else)
Generating a variable with the column sum of 'NA's in multiple given other variables
Error on rstudio cloud executing rstan example code
How to eliminate separate legend for geom_ribbon
how to control NAs in the data.frame?
survival analysis
Split in two periods
Split in two periods
DataFrame-Situate value in range
arguments imply differing number of rows:3,2
Need help with interpreting a model parameters
Problems with BBsolve and returning a value
Error in select(Gender, HomeOwn) %>% filter(HomeOWn %in% c("Own", "Rent")) : could not find function "%>%"
I need so much help, it's not even funny.
EOF for QBO (Quasi Biennial Oscillation)
I need help to write a script cause I truly have no idea how to do it.
using tidyverse for paired calculation from multiple data frames
How to apply one_hot manually
ggplot,geom_bar, facet_wrap : How to define specific dates as x values, for each plot
stored procedure not returning data
How to make smart bind work with do.call, I am getting error " argument "args" is missing, with no default"
Shiny doesn't expect to click bar to render chart
How to save every answers in matrix with 2 for loops.
R-Code - Check duplication of a text column
Managing legend on ggplot2 plot with multiple graph types
Struggling to create a bar chart with the variable date
Parsing Lane Direction from Device Names of Varying Lengths
Get only orders where 2 products are bought within
Having trouble rearranging levels
Using match to change columns
errors when using RSDA2SymbolicDA function from symbolicDA package
ggplot2() with multiple geom_line calls, how to create a legend with matching colors?
Plot dataset on map
jagged contour lines in Violin plots - how to fix this?
Converting json to csv/xls error
Extracting Data from Swim Meet PDF
How to import data from email on R
how to install the "car" package in my RStudio?
plot using ggplot function
Scatterplot Matrix in R markdown
Error in R using lmer: boundary (singular) fit: see ?isSingular
How to convert blank & -1 to 0 in imported CSV?
Extracting time from dataframe
The ggplot function doesn't graph anything, but it doesn't throw errors either
How to get RFM data / graphe out of rfm results
Convert to time series
Rscript and packages error
How to return a value corresponding to another variable's max/min among groups?
Data Frame Error
loop (calculate according to several factors of the data frame)?
How to include repeated measures in adonis function (vegan package)?
Problem with plots running principal component analysis with FactoMineR
No puedo instalar el paquete de chron en centos 7
use ggalluvial to draw Sankey, but an error occured:Error: Aesthetics must be either length 1 or the same as the data (122): fill
Assign colors to different columns in PCA chart.
CV ridge regression plot
R Identifing text string within column of dataframe with (AND,OR )
Temperature and rainfall graph
Trying to Filter and Sort NBA Players
Data orientation is Horizontal
Creating a % calculation to use in a plot
R filling in missing data in Bar chart
Loop over columns to generate multiple prop.table
Separating a bigram ending up with more columns than expected
Strange xlab, ylab and main
Error in data.frame(..., check.names = FALSE) : arguments imply differing number of rows: 0, 58430
How to mean a variable with condition in another variable (statement)
Analysis of binary variable
Pie Chart results don't match Table
How to plot volcano plots without getting the not numeric error
Concatenate function
monthly boxplot of two stations in one graph
Having an unnesting issue
Help with group-by function
incomplete Animaldata dataset
How to convert Hexadecimal values to decimal in dataframe?
How to remove appearing below column name(V1&V2)
Run a script using For loop
How to convert Hexadecimal values to decimal in dataframe?
Function with Rules
Function with Rules
Creating a logistic regression model to predict claims
Rmarkdown won't knit: missing aesthetics error
While making a plot, it doesn't let me enter any more code, I don't get an error message but it doesn't show ">" anymore
Adding multiple graphs on the same plot
Reformatting Year in strange format
Losing ability to graph a data frame after using cbind
tidyverse filter() statement make plot display horizontal?
Can I achieve this daunting task with R?
Error in as.vector (y) but the same codes work on a different computer
How do I collapse (join) data by columns?
How to use "mutate if " on selected columns
Aggregate command
Trendline and given Equation
ggplot x-axis limits order using factors
sort won't work with my mosaicplot
Regression line wont plot on a simple plot, please help!
R is Arranging My Numbers Funky
I want to know how to extract data that i want without using %in%
Problem with source
Multiple box plots
Converting from formula to numeric?
Need to create a new variable with conditions from multiple variables
Need to create a new variable with conditions from multiple variables
Add a set of dates to a column of accounts
how to read multipleexcel files with all sheets at once.Column names are same in each sheet.?
Multiple values for one column
DF in repeated measures anova
Add Post hoc result letters (from SNK.test) to boxplots
Error while executing CreateDataPartition function
Convert CSV file to matrix
Fehler in eval(predvars, data, env) : ungültiges 'envir' Argument vom Typ 'character'
Issue with raincloud plots
bugs in conditional ifelse
how to parse a json file from a txt
keep getting error : `data` must be a data frame, or other object coercible by `fortify()`, not an S3 object with class uneval
Removing data frame from another data frame
Textmining with R - inner_join a dictionary list
xBarGenerator code giving me an error in RStudio
Remove Fill Value or Missing Value from Netcdf
how to parse a json file from a txt
Need help with packages quanteda and tidyverse!
How to Copy Cells from Excel into SelectizeInput (R Shiny)
How do I add the values of a Table
Help creating a function or loop to check for correct answers
Subsetting dataframe by changes in values by a threshold from one column to another
How to use Rstudio to edit excel
Add a column from another dataset under multiple conditions
help to create a shiny app
Sorting By Date -- New To R
Working with bson in tibble
Error in plot.window(xlim, ylim, log, ...) : need finite 'ylim' values
Taking means using two criteria for the group_by argument
ggplot2 without points in the graphics.
Error in my code
Join 2 dataframes but shows NA
FTP server connection issue
t test on samples subset
Working with Time Series Data
I'm using full join to vertically join 4 data frames and I'm getting an unexpected symbol error message
Shape characteristic in ggplot2
Plot is not showing
How to replace "\0" with zero?
Replace values by conditions from different df
Define variable row to restructure data (to calculate robust Manova with WRS package)
How to add a new line of study data to a forest plot?
Review analayse
Error in galax_samples_mx2[, 6] : subscript out of bounds
**text* does not generate bold text in html
ggcoxdiagnostics warning message
Plotting time on y-axis
Two-way table with Latent Class variable
Adding shape-legend to ggplot2
error in data.frame
Selecting/Deselecting traces from code
Average variables and create line graph
How can I count the frequency of multiples columns with same categorical variables?
digest Package turns me crazy - need help urgently
digest Package turns me crazy - need help urgently
Calculate the average daily and monthly
Reshape2- dcast problem
building R package
R shiny run time error
Select the first 8 plots of sample using plot
Lab Report Not Knitting
Findinterval Error
store variables from foreach
How to create a column with the sum ggplot
Error in sum: invalid 'type' (list) of argument
Error in writing if else statement
anova_test: Each row of output must be identified by a unique combination of keys
Creating a ggplot of a map with categorised data overlayed
The column `Condition` doesn't exist. Even though I can see the column is there!
Error: n() should only be called in a data context
How to create multiple regression with ggplot2????
How can I add tags to my points on a PCA with ggplot2?
Aggregating data and showing in another column
Plotting three variables using ggplot
How can I use R (Base or Tidyverse) to flag each patient IDs last non-missing screening record as baseline?
Changing values in a column, when column label contains a number
Counting between dates
Pearson Correlation in R
Changing the Picture with ggplot2
Loop FOR with Rvest for scraping
Receiving an Error when Using the Uncount and Row_Number() functions
Non-numeric argument to binary operator
Extract information for the file which is in csv with one column by comparing with another matrix file with dim of 15251*15251.
Heat map in R shiny
GGplot graph: problem with the x-axis values: appearing in the wrong place on the graph
Horizontal zig-zag when I do a vertical dodge on my line plot (do NOT want!)
qqnorm plot - adding line
exclude na - please help from someone just starting
how to count months observations based on every person?
Read a specific cell of the dataset
Creating ggplots bar diagram in Shiny
Manipulation of a matrix list
RStudio Desktop Freezes on Open (Windows 10)
Create statistics for coded income
Plot line chart with percentage ratio of EMPLOYEE present and absent count in event by month.
Help! Can't get Data.Frame to work in R
add 3 columns to imported matrix
add 3 columns to imported matrix
struggling to get a mutate from 5 columns
Create a long name chain using R
tab_model errors
Help with Circular Histogram
Basic ggplot - categorical x-axis
Left join dataframes from xlsx and query for Report
remove rows with factor variable
Adding y limit and x and y labels to ggplot/violin plot
Help averaging multiple scores into new column
how to put void data to dataframe?
Joining Character to Numeric columns
To find Maximum date
Heatmaply yields no result
i am unable to create histogram using ggplot
Why R is giving me different sums and counts of rows than Excel?
growth rate question with dplyr
trying to use CRAN without setting a mirror
trajectory analysis
Starting Graph After Value of 100
Frequency tables
Error Message - geom_path: Each group consists of only one observation. Do you need to adjust the group aesthetic?
Forest plot in ggplot2
Creating a Categorical Variable from a quantitative one
Delete rows based on previos rows
Summing numerical values in individual columns
How can i create arithmatic new variable depends upon another variable?
Build an histogram in R Studio - Beginner
Plotting 2 Lines on the same graph
Travel demand forecasting
how to get red of a letter in Date column
Visualizing dummy variable against numeric variable
Filter on ggplot scatterplot
RFM Analysis on Retail data transactiom
package ‘patrykit’ is not available (for R version 3.6.3) >
Sum cells in rows based on certain value in another column
Error in Lavaan summary
How to plotting POSIXct time in R?
A basic indexing query in R
Compare 2 word arrays
knitr keeps failing
plot bpca outpur
Logit regression
Plotting results from different datasets into one graph
Detect in a line same values, and merge others
create list of variables by condition
Unexpected symbol with code
Regarding ggmap trouble
Save high resolution figures from R: 300dpi
Summary Table - formatting the numbers
New column in original df using another df
installation of package ‘RCurl’ had non-zero exit status
Reactive Shiny May with sliders used as weights
Density plot using summary data frame
recoding a range of numeric values
Removed 330 rows containing non-finite values (stat_boxplot).
creating multiple columns from one column in a large dataset
geom_contour from ggplot2
Standard bar chart with total or ytd value in the last bar
how do I add a 3rd axis to a ggplot?
need help regarding "how to handle outlier
Separate YYYY-MM-DD into Individual Columns
importing data and getting colmeans
geom_point removes fill argument
The following code runs in R studio and makes a nice graph. When I compile the report though, it does not show in the report. What do I need to change to get it to do so?
Using case_when instead of ifelse to create a new variable
black lines covering graph
spilt data.frame
How to compare two Data Frames to Add Missing Data based on Specific Condition
Error in lenght(Y) : could not find function "lenght"
How to parallel 4 nested loops in R on Windows
Aesthetics must be either length 1...
R - Oaxaca Blinder - Panel Data
Rolling mean with dplyr
Error in rq.fit.br(wx, wy, tau = tau, ...) : Singular design matrix
Plot error - x and y lengths differ
Data checking vs database
RStudio help with analysis
Error related to a package in Rstudio
Help with For and mutate
Reassigning session IDs with different baselines to standardized session IDs
Frequency Distribution
RSelenium::rsDriver() not working as expected.
Cant read my data
facet_grid help
How to save a better resolution graphs from viewer pane
hellos, some body to guide me on how to plot large time series dataset.got this error
Need Help on Text Mining Confusion Matrix
na.locf for panel data
Change Count Values to Percentage and Re-order Axis Values
change the dataset
How do I remove the blank area behind 0 in my plots?
Error in parse(text = x) : <text>:1:5: unexpected symbol
ggplot barchart
How to compare datetime in r?
ggplot2 Legend matching linetype
For-Loop on a Multivariate regression model in Rstudio
loops for warning number of items to replace is not a multiple of replacement length
Shading Color in ggplot
Creating discrete choice dataset for mlogit / rchoice / mnlogit
Introduce a break in a dotplot axis
Data Frame organization
sql like statement not recognized in RStudio
Calculate height (y value) for elements of a vector based on the heights of the previous several elements.
Trying to organise my dataset in a way that I can plot data
How to select values that have specific characters
revalue and lapply
revalue and lapply
Error: Continuous value supplied to discrete scale
Which polling company did better?
calculating the geographic distance between coordinates
Plot Error - Summarize function
splitting choice experiment (predict prob + assess accuracy)
Error when trying to use select function
Error in data.frame(..., check.names = FALSE) : arguments imply differing number of rows
Loop over a list & t.test (p.value)
ggplot; how to adjust the layout?
crash Rstudio in AWS (linux based) after using a function
Package 'metacont' not available for R version 4.0.2
Error in kniting Rmarkdown.
how to make this plot attractive ?
R studio: error gather function
"Warning: Error in : object of type 'closure' is not subsettable: error message
Compile multiple CSVs and combine repeated value using multiple conditions and append the value in a new column
"Warning: Error in : object of type 'closure' is not subsettable: error message
Date_Trans Error when adding annotate label
Tidytext error summarise
MDS: conversion of a code for 3D plot into a code for 2D plot
Shaky Shiny Server application when accessing the Drop-down menu
Tf-idf visualization not showing words in descending order
Aggregate a dataset based on company and datadate; keep ALL variables of a merged file
I am unable to create a regression line using ggplot2
How to deal with unequal amounts of the X, and Y variables in ggplot graphs
HTTP request getting timeout
Creating a time-stamp variable out of six columns from an csv-file
Attempting to collapse two rows into a singular row.
unable to get plot for this data
add the horizontal lines
how to call different input arguments for different functions in Shiny
Fatal error: you must specify '--save', '--no-save' or '--vanilla'
ggplot2 Error "Error: Must subset columns with a valid subscript vector."
How to build sums of factor-columns as.numeric?
How to subset my dataset based on multiply string filters?
knitting rmakrdown
issue while Using 'Rstan' Package in R
Mutate to ordinal Data
Mistake in creating QQPlots etc
anyone can help me please
Create a vector in a LOOP with more conditions
Bar Chart Drill down
Unable to sort months column chronologically in R
Dada2 assign taxonomy
Undefinned colums selected
How can we add drop-down and filter option in box header
error while running RDestimate
How to generalize a function?
Date Brake Function
Convert frequency table into other format
Group samples for rarefaction curve
pie chart with percentage
How to add a title and a caption to a ggplot
R markdown creates an empty data frame while executed code chunks do not
Weird Behavior in Group_By
Solving non-conformable arguments
ggplot2: Creating labels and different colors on my plot
Knit - error in eval
Error in Reliability function
Shiny: Filtering and displaying Dataframe from a eventReactive Input
trying to understand why the last line of a script won't produce any output
How to put the specimen ID in the graphics
Lubridate Package: Issue with date_time column
i need help please in biomanager
Barplot with 9 columns, can only make 3 Confidence Intervals
How to add months to the follow-up missing dates
a.Date() function creates "NA NA NA NA NA NA"
Question about data types importing from excel
Model predictions
Error in filter_impl(.data, quo) ?????
amigos necesito ayuda con mi correlación, friends I need help with my correlation.
How to have space between x axis labels in plots
Ajout d'étiquette de données sur un graphique
ggplot2 not working with version 4.0.2
Error: missing value where TRUE/FALSE needed
Group by and Summarize (dplyr) - getting single line instead of values by category
mediation with MICE multiple imputation
Error in slot when knit in markdown
stacked density plot
Autoplot doesn't recognize time(Year , months)
Object not found for column
Difficult to understand Ardl bound test functions.
Can someone help in rewriting this Excel formula in R Studio?
Best plot option for mix of categorial/numerical data
How to write a simple function ?
Can someone help in rewriting this Excel formula in R Studio?
how to make histogram with dates in format aaaa-mm-dd in R
Visulazing hyper spectra with ggplot2
Axis of histogram, package ggplot2
How to compare one value with the rest of the values within a Group
R query question
Color data.frame
Creating cross-tabulations with weighted data using the survey package
Plotting a Mixed Model Anova using ggplot
Help Creating Tables in with GT
pivot_wider question
Custom widget observer not fire
25-75 percentile shading area
Error in as.double(y) : cannot coerce type 'S4' to vector of type 'double' but not sure how to fix it
How to keep the removed rows in separate group using group_by() & filter() in dplyr
Combining two years of data
Error: Aesthetics must be either length 1 or the same as the data (1020)
"mainPanel" is missing, with no default Shiny error
Ayuda con el metodo Montecarlo modificado
Error in x + 0.001 : non-numeric argument to binary operator
get all combinations from within a variable and another
Graphs not getting plotted with full y limits.
Mean according to specific year
Adding unique rows in a table
Processes are slower when I multiply matrices by 10, and faster when I divide by 10
using dplyr and str_detect to check partial match
Calculating growth factor for data set.
Error in pairs() function
Rstudio creating problem in color development
change significance level
Understand CFA index output
Top_n function truncating values after decimal
Shapiro Test Error
Different character types of same column into date format
Reading and combining multiple .csv files (delim= ";") from a folder into R
Only 0's may be mixed with negative subscripts
Reordering of legend in ggplot2
find wd in R studio when using a Mac desktop
Logistic Regression Error
All models failed in tune_grid(). See the `.notes` column.
filter() does not recognize the name of a column
How do I make the biplot of my PCA more readable
How to plot means for two treatment types per Temperature
Count scholarity by year
Using as.data.table to calculate the mean
I am not understanding why getting incorrect number of dimensions. can anybody give me suggestion please
Count the postings that contain specific words
Crossover Function
R Session Aborted - Fatal Error
data and time conversion from char to POSIXct --> having trouble
RasterBrick with 4078 daily chirps rainfall.
label on Y axis, sjPlot. exponential / integer?
Disable Reactivity
Error in CARET package for CART modelling
How to swap serial number column with first column of data?
Problem generating HTML with R Markdown
Filter by unique category and save as uniqueCategory.xlsx in a folder
rounding time - time arithmetic
How to donate letters to significant differences in R?
How can I reverse only the x-axis position my error bars are plotted along, but not the line? Or any way to plot a dose-response curve with error bars
PCA: help with graphics
Spline interpolation
Rstudio plots-Cannot see labels
How to get the average of elements inside a table
Sorting a dataframe by names in a column
map() and nest() function help
Why isn't it working?
How assign the value
Dynamic tag filtering in Shiny with AND and OR options
error using krige function
Student please help
Putting a References section into a Sweave report
R package development - how to deal with requiring a specific version of an imported package
Graphing box plots
Adding a value in a new column for a specific number of rows based on the value of single row?
longer object length and shorter object length?
rmarkdown chunk output overlapping
Convert from cumulated to daily observations
How to test whether zero is the real zero of the dataset?
set up maximum value for histogram y axis
Finding Peaks for Heart Rate data
I'm having trouble with R:Shiny and the observeEvent function
Unable to draw the time series plot
Classification to new column
tidy verse, ggplot, filter, mutate and summarise data
two dependent variables with plot function
R ggplot package error
Statistical Average issues with R
Error with ordering on facet_wrap geom_col
Stacked grouped bar chart with ggseg: uneven number of categories in some groups, visualise?
questions about how to make ggplot with multiple varaince
Sum of columns into a new column
Joining Data Sets
Printing Tibbles in R Markdown
Growth Increase, Groupby over time in R
Shiny App Leaflet map doesn't filter correctly by year
Trouble converting factor to numeric
Help adding percentatges to a barplot with ggplot2 (Error: `mapping` must be created by `aes()`)
Want to add sd and mean to a facet wrap
new response variable
how to store data frame in file
Copy files from one folder to another based on a list from excel
Creating a stacked or multi-variable bar graph.
how to add data labels to geom_histogram
Exporting and Importing Lists
R ifelse condition %in% three data frames
Wind Stick Plots in R
Removing NS from ggplot
Newbie to R in need of Box Plot Help
How to bring box plots in the right order without changing colors or variables?
Changing categorical data to numeric according to other categorical data
Help with barplot
How to fix: Error: unexpected '>' in ">"
Problems with recoding of factors
import data for (i in data) rewrite
Coloring different portions of a line graph in GGplot
How to add line for connecting the means of the first quantile and fifth quantile in ggboxplot in R
VIN decoding for large data
Density values sum up 2 in histograms, can any one explain ...?
Error with model summay: ergm()
How to add back existing columns to model after building
A specific coding question
How do I group within a variable?
change unit... plot R
Overcome tibble error: Error: All columns in a tibble must be vectors. x Column `solar.time` is NULL.
GGplot2 plotting fitted lines
Get max of a reactive dataframe
How to put non-numerical data from one column table into ggplot2? or anything?
Non-Linear Regressions
Error in data.frame(z = z, t = t) : arguments imply differing number of rows: 759, 0
Solving of statistic problems
Shiny performing long-running calculations
Data Frame dividing column values by the respective row value
Ordering in facet wrapped boxplots
random generation with arrival rate for fixed time
How to convert this part of my function into a loop to reduce the redundancy?
Changing Date Graduation of a graph
Lubridate, change factor to date
Help with Collapsing and Reshaping Data Frame
Help with simplifying table and finding total amount of parameters per date.
Matrix with graphic means and horizontal confidence intervals
Hey people. How can I add a legend to my ggplot?
dplyr filter column of points.2 0, 0.0014969, 0.0030036, 0.004924
error using lme4
Exporting data from R after getting results
problem reading a txt file
Creating Data Set
DataFrame with all field as text data
Error in n > 1 : comparison (6) is possible only for atomic and list types
Removing Columns in a dataframe based on a list
Warnings for countreg package installation and zeroinfl function
Loop "for" with multiple data frames in different lengths
Ecological Population Growth Rate Data analysis
Delivery performance
Don't know how to automatically pick scale for object of type data.frame. Defaulting to continuous. ERROR: Aesthetics must be either length 1 or the same as the data (13): size, colour and y
creating a custom R function in SPSS for summary
Entering coordinate systems into ADEHabitat
Code for minimum/maximum/average value for selected rows (Colomn wise values)?
Code for minimum/maximum/average value for selected rows (Colomn wise values)?
How can I use as.numeric with data.table?
Multinomial logistic regression in stargazer
Issue installation metafor
Help with unwanted code in knitted document!
Code works on other PCs, but not mine
Creating a "queue" for batch application of functions
Trouble merging lists of different lengths generated from nested 'if' loop
pairwise comparison error message
Combining variable to obtain a Summary
Add performance's plots to a plot in R marckdown
Can not get data from Alphavantage
3dscatter Problems
dynamic y-scale
Error in if (dim(input)[1] == dim(input)[2]) { : argument is of length zero
Scatterplot3d help
Clarification in R studio
mean and SD in parenthese
Changing Class of Data Columns
Using a for loop in R to loop through the name of dataframes
estimation regression
error: in rep(yes, length.out = len) , how can i fix this
Sum of selective columns
keeping a needed NA value but also replacing the NA by empty fields
GGPLOT2 - Remove duplicated text
How to transform wide to long data
Cartographie avec R
how to match on multiple columns
Please help - object of type 'closure' is not subsettable error!
Filtering for with in weeks duration in R
Join to variables to create a new one, that contains the mean of the numbers in the old variable
Automation of labelling of a set of variables with the same levels and labels
Linear correlations
Loop for to record results in a tibble
Error “comparison (6) is possible only for atomic and list types” encountered in metafor
count number of rows greater than a certain value, across a whole data frame
Why does plot funtion not recognize my categorial data?
dummy coding Categorical variable
Recoding using mutate in tidyverse
Chi square test in loop
I was trying to recode using mutate and recode
Importing to RStudio
how to plot two sets of variables as x
Error in `[.data.frame`(Data, , 4) : undefined columns selected
dplyr group_by and .groups
Put names to layers of ggplot
Making calculations based on specific values and names in columns
Trying to create a grouped box and whiskers
Error in `$<-.data.frame`(`*tmp*`, foiltype_level, value = numeric(0)) : replacement has 0 rows, data has 4248
Measuring shadow prices
Can not calculate monthly Standard Evapotranspiration Index
SCATTERPLOT? Help please
Density Plot
Show percent of 3 variable in a stacked bar chart????
Parameterized ggplot with shiny
applying self-defined function over list (for-loops?)
Help with Cati R package, Function Tstat( )
Summary() Help?
mutate with quo in a function
Run loop to match values from two different datasets
How do I stop my X axis being cut short on my ggplot?
wilcoxonPairedR error
Partial Correlation of stacked rasters
Anesrake error: "Error in targetvec - dat: non-numeric argument to binary operator"
Two-way ANOVA with fixed factor
Plot and ggplot
Problems with counting columns in data table
Beginner in need of help with "Removed ##row(s) containing missing values"
Error Message while running code
I want to do linear regression over the years.
Variable in group_by and ggplot
Summarize daily flux into hour
how to create Grouped barchart with values from table()
Replace values with corresponding character strings
To change character to date
Need help with getting started with this time series data
General programming R
Trying to add values to an existing 1D table
Problems with changing the date scale on an axis
ggplot beginner - probably easy to solve
aes Problem with ggplot
ggplot with custom legend
Plot Legends Related issues for many graphs
Help with an error message in R
Histogram Struggle
Creating an equal depth bin
Error in stacked bar graph
reset checkbox group with action button