https://github.com/seewe/dataCompare
A shiny app used to check values differencies between two dataframe
https://github.com/seewe/dataCompare
Last synced: 3 months ago
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A shiny app used to check values differencies between two dataframe
- Host: GitHub
- URL: https://github.com/seewe/dataCompare
- Owner: seewe
- License: other
- Created: 2024-10-03T01:22:47.000Z (5 months ago)
- Default Branch: main
- Last Pushed: 2024-11-21T15:24:29.000Z (3 months ago)
- Last Synced: 2024-11-21T16:30:50.487Z (3 months ago)
- Language: R
- Size: 2.79 MB
- Stars: 2
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- Changelog: NEWS.md
- License: LICENSE
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- jimsghstars - seewe/dataCompare - A shiny app used to check values differencies between two dataframe (R)
README
dataCompare
================
Sergio, Ewane Ebouele
2024-11-13 22:33:03 EST
[](https://CRAN.R-project.org/package=dataCompare)
[](https://lifecycle.r-lib.org/articles/stages.html#stable)
[](https://mybinder.org/v2/gh/seewe/dataCompare/main)
# Package vignette
[access the CRAN page here.](https://CRAN.R-project.org/package=dataCompare)
# Presentation
A shiny app used to check values differencies between two dataframe.
This app has four main tabs :
# Load data section
This tab allows user to load data and run the comparison of loaded
data.
INPUTS : Upload inputs help to load data in the app. The extensions
accepted here are : .csv, .tsv and .rds. The maximum size of loaded files
is 50Mb.
After the user load the data, he can heat on ‘\>COMPARE’ button to run
the comparison. The value box bellow the input box will shows the
percentage of difference and will be colored according to the value.
OUTPUTS : A high level description of data loaded through the uploader.
Here, user may find : variables names, variables types, the complete
rate, the distribution or the number of unique values.
# Comparison description
This tab allows user to read the first results of the comparison.
OUTPUTS : several tables are displayed here :
-\> table of input data dimension, which shows the number of rows and
columns of data to compare
-\> table of comparison summary, which shows values of comparison
indicator
-\> table of number of difference by variable, which shows the number of
difference by variables in data
-\> table of variables not compared, which shows the variables of each
input data which are not compare to others.
# Details on difference
This tab allows user to read the differences between input data cell by
cell.
OUTPUTS : several tables are displayed here :
-\> table of attributes, which shows non identical attributes between
the two data
-\> table of not shared variables, which shows variables in X but not in
Y and present in Y but not in X
-\> table of not shared observations, which shows the observations not
shared between the two data
-\> table of detected differences, which shows all the differences in
the data row by row.
# Comparison report
This tab allows the user to compile the html report and download it in
his local storage. INPUT : Several fields are shown here: -\> Title of
the report : User need to provide a title to the report. -\> Author name
: user need to provide his name here -\> Report context : User need to
provide a small paragraph which describes the context or purpose of the
report OUTPUTS : After clicking on ‘RUN’ button, the html report will
appear at the middle of the boby and a ‘SAVE’ button will appear to
download the report. NOTE : This report is interactive. user can updates
it by entering new values and clicks on ‘RUN’.