diff --git a/createDataset/Jenkinsfile b/createDataset/Jenkinsfile
new file mode 100644
index 0000000..7b16cf6
--- /dev/null
+++ b/createDataset/Jenkinsfile
@@ -0,0 +1,40 @@
+pipeline {
+   agent any
+   parameters {
+     string(
+            defaultValue: 'wojciechbatruszewicz',
+            description: 'Kaggle username',
+            name: 'KAGGLE_USERNAME',
+            trim: false
+         )
+      password(
+         defaultValue: '',
+         description: 'Kaggle token taken from kaggle.json file, as described in https://github.com/Kaggle/kaggle-api#api-credentials',
+         name: 'KAGGLE_KEY'
+      )
+      string(
+            defaultValue: '50',
+            description: 'dataset cutoff',
+            name: 'CUTOFF',
+            trim: false
+         )
+   }
+   stages {
+      stage('Run sh file') {
+         steps {
+            checkout scm
+            sh 'ls -l'
+            withEnv(["KAGGLE_USERNAME=${params.KAGGLE_USERNAME}",
+                 "KAGGLE_KEY=${params.KAGGLE_KEY}" ]) {
+               sh 'chmod +x ./datasetScript.sh'
+               sh './datasetScript.sh'
+            }
+         }
+      }
+      stage('Archive file') {
+         steps {
+            archiveArtifacts artifacts: 'loan_sanction_shuffled.csv', fingerprint: true
+         }
+      }              
+   }
+}
diff --git a/createDataset/datasetScript.sh b/createDataset/datasetScript.sh
new file mode 100644
index 0000000..3a2d7b9
--- /dev/null
+++ b/createDataset/datasetScript.sh
@@ -0,0 +1,8 @@
+#!/bin/bash
+echo "KAGGLE_USERNAME: ${KAGGLE_USERNAME}"
+kaggle datasets download -d rishikeshkonapure/home-loan-approval
+unzip -o home-loan-approval.zip
+cat loan_sanction_test.csv loan_sanction_train.csv > loan_sanction.csv
+head -n 5 loan_sanction.csv
+{ head -n 1 loan_sanction.csv && tail -n +2 loan_sanction.csv | shuf; } | tail -n +2 | head -n $(($CUTOFF+1)) | cat <(head -n 1 loan_sanction.csv) - > loan_sanction_shuffled.csv
+head -n 5 loan_sanction_shuffled.csv
\ No newline at end of file
diff --git a/createDataset/home-loan-approval.zip b/createDataset/home-loan-approval.zip
new file mode 100644
index 0000000..861c320
Binary files /dev/null and b/createDataset/home-loan-approval.zip differ