| Name : R-descstatsr
| |
| Version : 0.1.0
| Vendor : obs://build_opensuse_org/devel:languages:R
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| Release : lp153.2.13
| Date : 2024-06-14 11:19:30
|
| Group : Development/Libraries/Other
| Source RPM : R-descstatsr-0.1.0-lp153.2.13.src.rpm
|
| Size : 0.03 MB
| |
| Packager : (none)
| |
| Summary : Descriptive Univariate Statistics
|
Description :
It generates summary statistics on the input dataset using different
descriptive univariate statistical measures on entire data or at a
group level. Though there are other packages which does similar job but
each of these are deficient in one form or other, in the measures
generated, in treating numeric, character and date variables alike, no
functionality to view these measures on a group level or the way the
output is represented. Given the foremost role of the descriptive
statistics in any of the exploratory data analysis or solution
development, there is a need for a more constructive, structured and
refined version over these packages. This is the idea behind the
package and it brings together all the required descriptive measures to
give an initial understanding of the data quality, distribution in a
faster,easier and elaborative way.The function brings an additional
capability to be able to generate these statistical measures on the
entire dataset or at a group level. It calculates measures of central
tendency (mean, median), distribution (count, proportion), dispersion
(min, max, quantile, standard deviation, variance) and shape (skewness,
kurtosis). Addition to these measures, it provides information on the
data type, count on no. of rows, unique entries and percentage of
missing entries. More importantly the measures are generated based on
the data types as required by them,rather than applying numerical
measures on character and data variables and vice versa. Output as a
dataframe object gives a very neat representation, which often is
useful when working with a large number of columns. It can easily be
exported as csv and analyzed further or presented as a summary report
for the data.
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RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
