diff --git a/R/income_data.R b/R/income_data.R
new file mode 100644
index 0000000000000000000000000000000000000000..2d22be74e972beeda9a90b120599c26417b8283c
--- /dev/null
+++ b/R/income_data.R
@@ -0,0 +1,12 @@
+#' Fictional data about people's age, their income and gender.
+#'
+#' 
+#' @format A tibble with 5000 rows and 5 variables:
+#' \describe{
+#'    \item{\code{X}}{int ID number}
+#'    \item{\code{a_2023}}{int age in 2023}
+#'    \item{\code{gender}}{chr gender identity: male, female, nonbinary}
+#'    \item{\code{income03}}{num income in march 2023 }
+#'    \item{\code{income11}}{num income in november 2023}
+#'    }
+"income_data"
diff --git a/README.md b/README.md
index 350b3313eda43bded67b094aec8163cfa66e987c..d2a9d213e293719155aa0b7f90311bbfd5105864 100644
--- a/README.md
+++ b/README.md
@@ -14,18 +14,20 @@ Package for the exam of the course "Data Science for Socioeconomists" at the dep
 
 -   *examscores* includes information about educational data and models a fictional school and its students
 
+-   *income_data* includes information about people's age and their income - it models a fictional population
+
 ## Installation
 
 Either:\
 #install.packages("remotes")\
 #library(remotes)\
-remotes::install_gitlab("BAQ6370/sozoekdsexam", host="gitlab.rrz.uni-hamburg.de")
+remotes::install_gitlab("BAQ6370/sozoekdsexam", host="gitlab.rrz.uni-hamburg.de", force = TRUE)
 
 or:
 
 #install.packages("devtools")\
 #library(devtools)\
-devtools::install_git("[https://gitlab.rrz.uni-hamburg.de/baq6370/sozoekdsexam.git](https://gitlab.rrz.uni-hamburg.de/bay1977/sozoeko1.git)")
+devtools::install_git("[https://gitlab.rrz.uni-hamburg.de/baq6370/sozoekdsexam.git](https://gitlab.rrz.uni-hamburg.de/bay1977/sozoeko1.git)", force = TRUE)
 
 ## Support
 
diff --git a/data-raw/income_data.csv b/data-raw/income_data.csv
new file mode 100644
index 0000000000000000000000000000000000000000..587618b4689b88206a33a0ac1aee171fec751f0d
--- /dev/null
+++ b/data-raw/income_data.csv
@@ -0,0 +1,5001 @@
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diff --git a/data-raw/income_data_load.R b/data-raw/income_data_load.R
new file mode 100644
index 0000000000000000000000000000000000000000..6e8f0668955af4ce499b434fc714c7ea5f1b4d58
--- /dev/null
+++ b/data-raw/income_data_load.R
@@ -0,0 +1,10 @@
+
+## code to prepare `income_data` dataset goes here
+
+library(devtools)
+library(roxygen2)
+library(dplyr)
+
+income_data <- read.csv("Z://wiso/SozOek_EmpWifo/Gemeinsam/L_Projekte/Data_Science_Kurs_WiSe_2023_24/Package/sozoekdsexam/data-raw/income_data.csv")
+usethis::use_data(income_data, overwrite = TRUE)
+
diff --git a/data/income_data.rda b/data/income_data.rda
new file mode 100644
index 0000000000000000000000000000000000000000..dd6d0655d9e7a8d7347a4bfd9ac5d4ebfb71a0e3
Binary files /dev/null and b/data/income_data.rda differ
diff --git a/man/income_data.Rd b/man/income_data.Rd
new file mode 100644
index 0000000000000000000000000000000000000000..5a6b5c8fbb44126e1b8c49ded8bd1eb0a7354ddf
--- /dev/null
+++ b/man/income_data.Rd
@@ -0,0 +1,23 @@
+% Generated by roxygen2: do not edit by hand
+% Please edit documentation in R/income_data.R
+\docType{data}
+\name{income_data}
+\alias{income_data}
+\title{Fictional data about people's age, their income and gender.}
+\format{
+A tibble with 5000 rows and 5 variables:
+\describe{
+\item{\code{X}}{int ID number}
+\item{\code{a_2023}}{int age in 2023}
+\item{\code{gender}}{chr gender identity: male, female, nonbinary}
+\item{\code{income03}}{num income in march 2023 }
+\item{\code{income11}}{num income in november 2023}
+}
+}
+\usage{
+income_data
+}
+\description{
+Fictional data about people's age, their income and gender.
+}
+\keyword{datasets}