Examine our Data

This is the text that was generated after I identified the library and typed the "makeDataReport" function. A word file was generated instead of a pdf as shown in the video. Was there a problem with my code?

> library(dataReporter)

Attaching package: ‘dataReporter’

The following object is masked from ‘package:dplyr’:

    summarize

> makeDataReport(penguins_data)
The default of 'doScale' is FALSE now for stability;
  set options(mc_doScale_quiet=TRUE) to suppress this (once per session) message
Data report generation is finished. Please wait while your output file is being rendered.


 Is dataReporter_penguins_data.docx open on your computer? Please close it as fast as possible to avoid problems!

Hello David. After using the scan_data function, I get this message

"Error: The `interactions` and `correlations` sections require the ggforce package:
* It can be installed with `install.packages("ggforce")`." 

This seems to imply that I install the ggforce package first. Since you did not mention anything about a ggforce package, I do no know if this poses as a problem. Thanks.

When I ran the scan with pointblank, I got an error message saying the "interactions" and "correlations" requires the ggforce package. I installed that, so I was able to move forward, but not sure if that signifies a wrong step somewhere else, or something else going on. Here's the output:

library(pointblank) scan_data(penguins_data) Error: The interactions and correlations sections require the ggforce package:

• It can be installed with install.packages("ggforce").

Hi David! My DataReporter code doesn't seem to be running the right way, I'm getting this- could not find function "makeDataReport"

Also, for the scan_data command, I'm getting this-

• It can be installed with install.packages("ggforce").

1. I have tried to install the packages. Why does the report come back to me WARNING: Rtools is required to build R packages but is not currently installed. Please download and install the appropriate version of Rtools before proceeding:

2. All the packages I tried installing failed. ie skimr,, gtsummary, dataReporter, and makeDataRport. I must note that whhen the first packaged failed, i got the following message: Warning in install.packages : download of package ‘gtsummary’ failed package ‘Rcpp’ successfully unpacked and MD5 sums checked package ‘V8’ successfully unpacked and MD5 sums checked package ‘reactR’ successfully unpacked and MD5 sums checked package ‘labelled’ successfully unpacked and MD5 sums checked package ‘bigD’ successfully unpacked and MD5 sums checked package ‘bitops’ successfully unpacked and MD5 sums checked package ‘commonmark’ successfully unpacked and MD5 sums checked package ‘htmlwidgets’ successfully unpacked and MD5 sums checked package ‘juicyjuice’ successfully unpacked and MD5 sums checked package ‘markdown’ successfully unpacked and MD5 sums checked

The downloaded binary packages are in C:\Users\Obiorah\AppData\Local\Temp\RtmpOIxcZ1\downloaded_packages

3. So what are the binary packages that are above
4. what may have caused the failures

I keep getting this error message when i do library(dataReporter): Error: package or namespace load failed for ‘dataReporter’ in loadNamespace(j <- i[[1L]], c(lib.loc, .libPaths()), versionCheck = vI[[j]]): there is no package called ‘robustbase’

& after downloading ggforce, it's telling me there is no package called 'ggforce' when I try to load the library for pointblank.

Can you save what comes up in the viewer from the scan_data?

David, when I tried running library (pointblank) I got this message: > library(pointblank) Error: package or namespace load failed for ‘pointblank’ in loadNamespace(j <- i[[1L]], c(lib.loc, .libPaths()), versionCheck = vI[[j]]): namespace ‘htmltools’ 0.5.5 is already loaded, but >= 0.5.7 is required

When installing the pointblank package, the following message does appear:

Warning in install.packages :
  package 'pointblack’ is not available for this version of R

A version of this package for your version of R might be available elsewhere,
see the ideas at
https://cran.r-project.org/doc/manuals/r-patched/R-admin.html#Installing-packages

This is the version of R on Mac:

platform       aarch64-apple-darwin20      
arch           aarch64                     
os             darwin20                    
system         aarch64, darwin20           
status                                     
major          4                           
minor          3.2                         
year           2023                        
month          10                          
day            31                          
svn rev        85441                       
language       R                           
version.string R version 4.3.2 (2023-10-31)
nickname       Eye Holes

What to do in such cases?

I am getting errors like: > skim(penguins_data) Error in skim(penguins_data) : could not find function "skim" even though I downloaded the skimr package, why is this?

Did anyone else get the following? I did not put the hashtag , but that's what came up for me when I ran that code (I have no issue with this, just thought it was interesting).

library(gtsummary) #BlackLivesMatter

Hi dataReporter generated *.doc file instead of PDF. ANy possible reasons? although it does not matter much, I wanted to know why it was different for me

I'm having trouble. Why does this code not work?

penguins <- read_csv("penguins.csv")

I can't get this working!

ggplot(
  data = penguins_bill_length_by_island,
  aes(
    x = island,
    y = mean_bill_length,
    label = mean_bill_length,
    color = island
  )
) +
  geom_col() +
  geom_text() +
  theme_minimal()

Hello! I am getting this message when I run > scan_data("penguins_data.csv").

Error: The interactions and correlations sections require the ggforce package:

• It can be installed with `install.packages("ggforce")

Thank you so much for your help!

I'm having some issues with two things I'm hoping someone could help me with.

1. I was able to run glimpse() yesterday when I tried, but now am to use the it. It says Error in glimpse(penguins_data) : could not find function "glimpse". Was there a problem with my code?

2. I'm having trouble using the tbl_summary() function because whenever I check off the gtsummary package, it shows me the following error message: Error: package or namespace load failed for ‘gtsummary’ in loadNamespace(j <- i[[1L]], c(lib.loc, .libPaths()), versionCheck = vI[[j]]): namespace ‘glue’ 1.7.0 is already loaded, but >= 1.8.0 is required. Do I need to upgrade my R studio or something in order to load the package?

Thanks!

Hi, there. When I try to run scan_data(nameofdatabe) after installing both the pointblank and the ggforce packages with install.package("nameofpackage") and running them on library(nameofpackage) I get the following error (I am using a different database so it may be something related to that):

── Data Scan started. Processing 6 sections. ──────────────────────────────
ℹ Starting assembly of 'Overview' section...
✔ ...Finished! 
ℹ Starting assembly of 'Variables' section...
✔ ...Finished!  (2.6 s)
ℹ Starting assembly of 'Interactions' section...
✔ ...Finished!  (5.0 s)
ℹ Starting assembly of 'Correlations' section...
✔ ...Finished!  (2.0 s)
ℹ Starting assembly of 'Missing Values' section...
Error in `dplyr::mutate()`:
ℹ In argument: `bin_num = 1:n_breaks`.
Caused by error:
! `bin_num` must be size 19 or 1, not 20.
Run `rlang::last_trace()` to see where the error occurred.

Do you now how to solve this? Thanks!

Hi David, I get this error when trying to use the function "glimpse()":

glimpse(penguins_data) Error in glimpse(penguins_data) : could not find function "glimpse"

Any idea why? The function "view()" works well...

makeDataReport(penguins_data) returned error. "signature key"; tlmgr: package repository. LaTeX Error 'bookmark.sty' not found. LaTeX failed to compile dataReporter_penguins_data.tex.

After running the function skim(penguins_data), I tried to run library(gtsummary) but it says Error in library(gtsummary): there is no package called 'gtsummary'. What do I do?

makeDataReport created the report in Microsoft Word instead of PDF. I am working on a Windows laptop with a limited functionality Office Apps. How do I get the PDF version of the report directly?

I have obtained this response, what should i do?

WARNING: Rtools is required to build R packages but is not currently installed. Please download and install the appropriate version of Rtools before proceeding:

https://cran.rstudio.com/bin/windows/Rtools/ Installing package into ‘C:/Users/VINCENZO/AppData/Local/R/win-library/4.4’ (as ‘lib’ is unspecified) Warning in install.packages : package ‘skimir’ is not available for this version of R

A version of this package for your version of R might be available elsewhere, see the ideas at https://cran.r-project.org/doc/manuals/r-patched/R-admin.html#Installing-packages

package ‘gtsummary’ was built under R version 4.4.3 when I run this package, that happens. Why?

While watching the video with each package, it seems the function code is different for each package. Is that typical with packages? Is there a good way to know which function code to use with each function?

hey, i am having trouble loading most of my libraries

Error: package or namespace load failed for ‘dataReporter’ in loadNamespace(j <- i[[1L]], c(lib.loc, .libPaths()), versionCheck = vI[[j]]): there is no package called ‘stringi’

this is the reason most frequently shows, i tried installing stringi, but it failed multiple times

error in install.packages : object 'stringi' not found

and this is when i load library(skimr)

Error in map2(): ℹ In index: 1. ℹ With name: character. Caused by error in loadNamespace(): ! there is no package called ‘stringi’ Run rlang::last_trace() to see where the error occurred.

rlang::last_trace() <error/purrr_error_indexed> Error in map2(): ℹ In index: 1. ℹ With name: character. Caused by error in loadNamespace(): ! there is no package called ‘stringi’