diff --git a/JenkinsDatastats b/JenkinsDatastats
deleted file mode 100644
index 02d41f9..0000000
--- a/JenkinsDatastats
+++ /dev/null
@@ -1,56 +0,0 @@
-pipeline {
-    agent any
-
-    parameters {
-        string(
-            defaultValue: 'karol9',
-            description: 'Kaggle username',
-            name: 'KAGGLE_USERNAME',
-            trim: false
-        )
-        string(
-            defaultValue: '100',
-            description: 'Dataset cutoff size',
-            name: 'CUTOFF'
-        )
-        password(
-            defaultValue: '',
-            description: 'Kaggle token taken from kaggle.json file, as described in https://github.com/Kaggle/kaggle-api#api-credentials',
-            name: 'KAGGLE_KEY'
-        )
-    }
-
-    stages {
-        stage('Download Dataset') {
-            steps {
-                script {
-                    def datasetDir = 'football-semantic-segmentation'
-                    if (!fileExists(datasetDir)) {
-                        sh "mkdir ${datasetDir}"
-                    }
-                    
-                    withEnv(["KAGGLE_USERNAME=${params.KAGGLE_USERNAME}",
-                             "KAGGLE_KEY=${params.KAGGLE_KEY}"]) {
-                        sh "kaggle datasets download sadhliroomyprime/football-semantic-segmentation -p ${datasetDir}"
-                    }
-                }
-            }
-            post {
-                success {
-                    archiveArtifacts artifacts: 'football-semantic-segmentation/**', onlyIfSuccessful: true
-                }
-            }
-        }
-        stage('Checkout') {
-            steps {
-                git branch: 'main', url: 'https://git.wmi.amu.edu.pl/s495715/iumKC.git'
-            }
-        }
-        stage('Stats in docker') {
-            steps {
-                git branch: 'main', url: 'https://git.wmi.amu.edu.pl/s495715/iumKC.git'
-            }
-        }
-    }
-}
-
diff --git a/JenkinsDatastatsDockerfile b/JenkinsDatastatsDockerfile
new file mode 100644
index 0000000..4df1eb0
--- /dev/null
+++ b/JenkinsDatastatsDockerfile
@@ -0,0 +1,40 @@
+pipeline {
+    agent { 
+        dockerfile true 
+    }
+
+    parameters {
+        string(
+            defaultValue: 'karol9',
+            description: 'Kaggle username',
+            name: 'KAGGLE_USERNAME',
+            trim: false
+        )
+        string(
+            defaultValue: '100',
+            description: 'Dataset cutoff size',
+            name: 'CUTOFF'
+        )
+        password(
+            defaultValue: '',
+            description: 'Kaggle token taken from kaggle.json file, as described in https://github.com/Kaggle/kaggle-api#api-credentials',
+            name: 'KAGGLE_KEY'
+        )
+    }
+
+    stages {
+        stage('Checkout') {
+            steps {
+                git branch: 'main', url: 'https://git.wmi.amu.edu.pl/s495715/iumKC.git'
+            }
+        }
+        stage('Stats in docker') {
+            steps {
+                // run python3 main.py inside docker created from dockerfile in iumKC directory
+                sh "docker build -t iumkc ."
+                sh "docker run -v $(pwd):/app iumkc python3 main.py"
+            }
+        }
+    }
+}
+
diff --git a/JenkinsDatastatsDockerhub b/JenkinsDatastatsDockerhub
new file mode 100644
index 0000000..5b866fe
--- /dev/null
+++ b/JenkinsDatastatsDockerhub
@@ -0,0 +1,40 @@
+pipeline {
+    agent { 
+        docker {
+            image 'karolcyganik/ium'
+        }
+    }
+
+    parameters {
+        string(
+            defaultValue: 'karol9',
+            description: 'Kaggle username',
+            name: 'KAGGLE_USERNAME',
+            trim: false
+        )
+        string(
+            defaultValue: '100',
+            description: 'Dataset cutoff size',
+            name: 'CUTOFF'
+        )
+        password(
+            defaultValue: '',
+            description: 'Kaggle token taken from kaggle.json file, as described in https://github.com/Kaggle/kaggle-api#api-credentials',
+            name: 'KAGGLE_KEY'
+        )
+    }
+
+    stages {
+        stage('Checkout') {
+            steps {
+                git branch: 'main', url: 'https://git.wmi.amu.edu.pl/s495715/iumKC.git'
+            }
+        }
+        stage('Stats in docker') {
+            steps {
+                // run python3 main.py inside docker created from karolcyganik/ium image
+                sh "docker run -v $(pwd):/app karolcyganik/ium python3 main.py"
+            }
+        }
+    }
+}
\ No newline at end of file