diff --git a/.Rhistory b/.Rhistory
index 010d101158b805125bea8fd02d19dff7a2cf394a..840117dcf821188747ccea97df492c2db7cae571 100644
--- a/.Rhistory
+++ b/.Rhistory
@@ -7,3 +7,4 @@ learnr::run_tutorial("Test1.Rmd")
 ```{r addition, exercise=TRUE}
 rmarkdown::render("Test1.Rmd")
 library(learnr)
+library(learnr)
diff --git a/.Rproj.user/B54947F3/pcs/files-pane.pper b/.Rproj.user/B54947F3/pcs/files-pane.pper
deleted file mode 100644
index 3cea047c625156de8737d6ac07030d0db33e4fc0..0000000000000000000000000000000000000000
--- a/.Rproj.user/B54947F3/pcs/files-pane.pper
+++ /dev/null
@@ -1,9 +0,0 @@
-{
-    "sortOrder": [
-        {
-            "columnIndex": 2,
-            "ascending": true
-        }
-    ],
-    "path": "~/DCProject"
-}
\ No newline at end of file
diff --git a/.Rproj.user/B54947F3/pcs/source-pane.pper b/.Rproj.user/B54947F3/pcs/source-pane.pper
deleted file mode 100644
index 902cc6f8a1c4c64f44276e0450d167eb64c2e4a3..0000000000000000000000000000000000000000
--- a/.Rproj.user/B54947F3/pcs/source-pane.pper
+++ /dev/null
@@ -1,3 +0,0 @@
-{
-    "activeTab": 0
-}
\ No newline at end of file
diff --git a/.Rproj.user/B54947F3/pcs/windowlayoutstate.pper b/.Rproj.user/B54947F3/pcs/windowlayoutstate.pper
deleted file mode 100644
index 411a4999acf4fb225ef5aaaedeeb8592c1876947..0000000000000000000000000000000000000000
--- a/.Rproj.user/B54947F3/pcs/windowlayoutstate.pper
+++ /dev/null
@@ -1,14 +0,0 @@
-{
-    "left": {
-        "splitterpos": 398,
-        "topwindowstate": "NORMAL",
-        "panelheight": 959,
-        "windowheight": 997
-    },
-    "right": {
-        "splitterpos": 598,
-        "topwindowstate": "NORMAL",
-        "panelheight": 959,
-        "windowheight": 997
-    }
-}
\ No newline at end of file
diff --git a/.Rproj.user/B54947F3/pcs/workbench-pane.pper b/.Rproj.user/B54947F3/pcs/workbench-pane.pper
deleted file mode 100644
index 75e70e94fd86ec52381e5df6ebd227a3255fe736..0000000000000000000000000000000000000000
--- a/.Rproj.user/B54947F3/pcs/workbench-pane.pper
+++ /dev/null
@@ -1,5 +0,0 @@
-{
-    "TabSet1": 0,
-    "TabSet2": 0,
-    "TabZoom": {}
-}
\ No newline at end of file
diff --git a/.Rproj.user/B54947F3/rmd-outputs b/.Rproj.user/B54947F3/rmd-outputs
deleted file mode 100644
index 59decb3c21f32817c309d86e69241ad4ba27bf89..0000000000000000000000000000000000000000
--- a/.Rproj.user/B54947F3/rmd-outputs
+++ /dev/null
@@ -1,5 +0,0 @@
-~/DCProject/Test1.html
-~/DCProject/Test1.html
-~/DCProject/Test1.html
-~/DCProject/Test1.html
-~/DCProject/Test1.html
diff --git a/.Rproj.user/B54947F3/saved_source_markers b/.Rproj.user/B54947F3/saved_source_markers
deleted file mode 100644
index 2b1bef112ac6921abda6162a65dbfcd8c6d55c80..0000000000000000000000000000000000000000
--- a/.Rproj.user/B54947F3/saved_source_markers
+++ /dev/null
@@ -1 +0,0 @@
-{"active_set":"","sets":[]}
\ No newline at end of file
diff --git a/.Rproj.user/B54947F3/sources/per/t/E5A11E2A b/.Rproj.user/B54947F3/sources/per/t/E5A11E2A
deleted file mode 100644
index ff31db53b5ecb2a05072c1c59feb3a14a9c7fd33..0000000000000000000000000000000000000000
--- a/.Rproj.user/B54947F3/sources/per/t/E5A11E2A
+++ /dev/null
@@ -1,32 +0,0 @@
-{
-    "id": "E5A11E2A",
-    "path": "~/DCProject/Test1.Rmd",
-    "project_path": "Test1.Rmd",
-    "type": "r_markdown",
-    "hash": "2619856300",
-    "contents": "",
-    "dirty": false,
-    "created": 1687788168311.0,
-    "source_on_save": false,
-    "relative_order": 1,
-    "properties": {
-        "tempName": "Untitled1",
-        "source_window_id": "",
-        "Source": "Source",
-        "cursorPosition": "41,3",
-        "scrollLine": "0",
-        "rmdVisualMode": "false",
-        "rmdVisualCollapsedChunks": "",
-        "rmdVisualModeLocation": "179:117",
-        "rmdVisualWrapConfigured": "true",
-        "docOutlineVisible": "1"
-    },
-    "folds": "",
-    "lastKnownWriteTime": 1687792797,
-    "encoding": "UTF-8",
-    "collab_server": "",
-    "source_window": "",
-    "last_content_update": 1687792797942,
-    "read_only": false,
-    "read_only_alternatives": []
-}
\ No newline at end of file
diff --git a/.Rproj.user/B54947F3/sources/per/t/E5A11E2A-contents b/.Rproj.user/B54947F3/sources/per/t/E5A11E2A-contents
deleted file mode 100644
index bb25bc63202008e6a3c6c44a93bfc0312a680e40..0000000000000000000000000000000000000000
--- a/.Rproj.user/B54947F3/sources/per/t/E5A11E2A-contents
+++ /dev/null
@@ -1,42 +0,0 @@
----
-title: "Tutorial Data Science"
-author: |
-  |Projektgruppe 01  
-  |Martin Hustoles   
-  |Marcel Kehrberg    
-  |Kevin Kirsten  
-date: "Abgabedatum: 03.07.2023"
-output: 
-  learnr::tutorial:
-    toc: true
-    toc_depth: 1
-    theme: cerulean
-    
-runtime: shiny_prerendered
----
-## Titelseite
-### Lernziel
-Ziel dieses Tutorial ist es, ein interaktives Tool aufzubauen um einen Teil der in der Vorlesung vermittelten Inhalte zu vermitteln und gleichzeitig unsere Datenbasis passend aufzubereiten,zu analysieren und die Ergebnisse zu visualisieren.
-
-### Info
-Modul: Data Science  
-Semester: SS23   
-Dozent: Uwe Kloos  
-Projektgruppe: 01    
-Gruppenmitglieder: Martin Hustoles, Marcel Kehrberg, Kevin Kirsten    
-Abgabedatum: 03.07.2023  
-  
-
-## Datenbasis
-### Beschreibung der Datenherkunft
-
-## Datenaufbereitung
-
-## Datenanalyse
-
-## Ergebnispräsentation
-
-## Teaminfos 
-```{r addition, exercise=TRUE}
-1 + 1
-```
\ No newline at end of file
diff --git a/.Rproj.user/B54947F3/sources/prop/0D5E7A27 b/.Rproj.user/B54947F3/sources/prop/0D5E7A27
deleted file mode 100644
index 26aa39db7247d943590bffa5c42014dce800f403..0000000000000000000000000000000000000000
--- a/.Rproj.user/B54947F3/sources/prop/0D5E7A27
+++ /dev/null
@@ -1,7 +0,0 @@
-{
-    "tempName": "Untitled1",
-    "source_window_id": "",
-    "Source": "Source",
-    "cursorPosition": "17,0",
-    "scrollLine": "0"
-}
\ No newline at end of file
diff --git a/.Rproj.user/B54947F3/sources/prop/2D6DB83E b/.Rproj.user/B54947F3/sources/prop/2D6DB83E
deleted file mode 100644
index 9fc5e938b463b270b82622169b721ed2ce3cb587..0000000000000000000000000000000000000000
--- a/.Rproj.user/B54947F3/sources/prop/2D6DB83E
+++ /dev/null
@@ -1,7 +0,0 @@
-{
-    "tempName": "Untitled1",
-    "source_window_id": "",
-    "Source": "Source",
-    "cursorPosition": "0,0",
-    "scrollLine": "0"
-}
\ No newline at end of file
diff --git a/.Rproj.user/B54947F3/sources/prop/8CA34FDC b/.Rproj.user/B54947F3/sources/prop/8CA34FDC
deleted file mode 100644
index bb276909ee70e4175f228787abe8a4a2df0886d8..0000000000000000000000000000000000000000
--- a/.Rproj.user/B54947F3/sources/prop/8CA34FDC
+++ /dev/null
@@ -1,4 +0,0 @@
-{
-    "source_window_id": "",
-    "Source": "Source"
-}
\ No newline at end of file
diff --git a/.Rproj.user/B54947F3/sources/prop/C59271C0 b/.Rproj.user/B54947F3/sources/prop/C59271C0
deleted file mode 100644
index 08800ca14e83572c9f95a6201f81fd4ea3576f74..0000000000000000000000000000000000000000
--- a/.Rproj.user/B54947F3/sources/prop/C59271C0
+++ /dev/null
@@ -1,12 +0,0 @@
-{
-    "tempName": "Untitled1",
-    "source_window_id": "",
-    "Source": "Source",
-    "cursorPosition": "26,23",
-    "scrollLine": "8",
-    "rmdVisualMode": "false",
-    "rmdVisualCollapsedChunks": "",
-    "rmdVisualModeLocation": "179:117",
-    "rmdVisualWrapConfigured": "true",
-    "docOutlineVisible": "1"
-}
\ No newline at end of file
diff --git a/.Rproj.user/B54947F3/sources/prop/D98A9D20 b/.Rproj.user/B54947F3/sources/prop/D98A9D20
deleted file mode 100644
index 845cc1c1913e37fb94d55c2af428d97873ff68cd..0000000000000000000000000000000000000000
--- a/.Rproj.user/B54947F3/sources/prop/D98A9D20
+++ /dev/null
@@ -1,12 +0,0 @@
-{
-    "tempName": "Untitled1",
-    "source_window_id": "",
-    "Source": "Source",
-    "cursorPosition": "41,3",
-    "scrollLine": "0",
-    "rmdVisualMode": "false",
-    "rmdVisualCollapsedChunks": "",
-    "rmdVisualModeLocation": "179:117",
-    "rmdVisualWrapConfigured": "true",
-    "docOutlineVisible": "1"
-}
\ No newline at end of file
diff --git a/.Rproj.user/B54947F3/sources/prop/INDEX b/.Rproj.user/B54947F3/sources/prop/INDEX
deleted file mode 100644
index d5eef1303aaf3893f61172ccd0320b405635d03d..0000000000000000000000000000000000000000
--- a/.Rproj.user/B54947F3/sources/prop/INDEX
+++ /dev/null
@@ -1,5 +0,0 @@
-C%3A%2FUsers%2FKevin%2FOneDrive%2FDokumente%2FDCProject%2FTest.R="0D5E7A27"
-C%3A%2FUsers%2FKevin%2FOneDrive%2FDokumente%2FDCProject%2FTest1.Rmd="C59271C0"
-~%2FDCProject%2FTest.R="2D6DB83E"
-~%2FDCProject%2FTest1.Rmd="D98A9D20"
-~%2FDCProject%2FTest1.html="8CA34FDC"
diff --git a/.Rproj.user/shared/notebooks/AEDB2DF4-Test1/1/B54947F325cdac36/chunks.json b/.Rproj.user/shared/notebooks/AEDB2DF4-Test1/1/B54947F325cdac36/chunks.json
deleted file mode 100644
index c932b51b544ca75bcf2ae7fcf416164b8efe6c31..0000000000000000000000000000000000000000
--- a/.Rproj.user/shared/notebooks/AEDB2DF4-Test1/1/B54947F325cdac36/chunks.json
+++ /dev/null
@@ -1 +0,0 @@
-{"chunk_definitions":[],"doc_write_time":1687788278}
\ No newline at end of file
diff --git a/.Rproj.user/shared/notebooks/AEDB2DF4-Test1/1/s/chunks.json b/.Rproj.user/shared/notebooks/AEDB2DF4-Test1/1/s/chunks.json
deleted file mode 100644
index c932b51b544ca75bcf2ae7fcf416164b8efe6c31..0000000000000000000000000000000000000000
--- a/.Rproj.user/shared/notebooks/AEDB2DF4-Test1/1/s/chunks.json
+++ /dev/null
@@ -1 +0,0 @@
-{"chunk_definitions":[],"doc_write_time":1687788278}
\ No newline at end of file
diff --git a/.Rproj.user/shared/notebooks/patch-chunk-names b/.Rproj.user/shared/notebooks/patch-chunk-names
deleted file mode 100644
index e69de29bb2d1d6434b8b29ae775ad8c2e48c5391..0000000000000000000000000000000000000000
diff --git a/.Rproj.user/shared/notebooks/paths b/.Rproj.user/shared/notebooks/paths
deleted file mode 100644
index ba2a7fff0b9f89aec74fe6ea19ffeee72518d095..0000000000000000000000000000000000000000
--- a/.Rproj.user/shared/notebooks/paths
+++ /dev/null
@@ -1,3 +0,0 @@
-C:/Users/Kevin/OneDrive/Dokumente/DCProject/Test.R="E044AA55"
-C:/Users/Kevin/OneDrive/Dokumente/DCProject/Test1.Rmd="AEDB2DF4"
-C:/Users/Kevin/OneDrive/Dokumente/DCProject/Test1.html="7D18ABEB"
diff --git a/DCProject.Rproj b/DCProject.Rproj
deleted file mode 100644
index 8e3c2ebc99e2e337f7d69948b93529a437590b27..0000000000000000000000000000000000000000
--- a/DCProject.Rproj
+++ /dev/null
@@ -1,13 +0,0 @@
-Version: 1.0
-
-RestoreWorkspace: Default
-SaveWorkspace: Default
-AlwaysSaveHistory: Default
-
-EnableCodeIndexing: Yes
-UseSpacesForTab: Yes
-NumSpacesForTab: 2
-Encoding: UTF-8
-
-RnwWeave: Sweave
-LaTeX: pdfLaTeX
diff --git a/Datensatz.xlsx b/Datensatz.xlsx
deleted file mode 100644
index 5d39186df1145b08bcbd3ebd24e2dbd4f9497027..0000000000000000000000000000000000000000
Binary files a/Datensatz.xlsx and /dev/null differ
diff --git a/Merkmale.png b/Merkmale.png
deleted file mode 100644
index d351918514a31227be30f7d1eb3f31b3f3a98491..0000000000000000000000000000000000000000
Binary files a/Merkmale.png and /dev/null differ
diff --git a/data-science-project b/data-science-project
new file mode 160000
index 0000000000000000000000000000000000000000..321abc190e0abc12b87e05b4d0c77d7d31f3c899
--- /dev/null
+++ b/data-science-project
@@ -0,0 +1 @@
+Subproject commit 321abc190e0abc12b87e05b4d0c77d7d31f3c899
diff --git a/how_to_git.txt b/how_to_git.txt
deleted file mode 100644
index a9431a86a9d7c0da15c5ae9d6a55e7a128b2f45d..0000000000000000000000000000000000000000
--- a/how_to_git.txt
+++ /dev/null
@@ -1,11 +0,0 @@
-Beim ersten mal: 
-git clone https://gitlab.reutlingen-university.de/hustoles/data-science-project.git
-
-Nachdem man was geändert hat:
-git pull
-git add *
-git commit -m "Message"
-git push
-
-Wenn jemand anderes was geändert hat:
-git pull
\ No newline at end of file