diff --git a/backend/Dockerfile b/backend/Dockerfile
index b06cd7d..8eb7a25 100644
--- a/backend/Dockerfile
+++ b/backend/Dockerfile
@@ -4,9 +4,6 @@ WORKDIR /app
 
 COPY requirements.txt .
 
-RUN apt-get -y update
-RUN apt-get -y install sqlite3
-
 RUN pip install -r requirements.txt
 
 COPY /src .
diff --git a/backend/Dockerfile.prod b/backend/Dockerfile.prod
index 61f536d..1bd4a72 100644
--- a/backend/Dockerfile.prod
+++ b/backend/Dockerfile.prod
@@ -6,8 +6,6 @@ RUN apt-get -y update && apt-get -y upgrade
 
 COPY requirements.txt .
 
-RUN apt-get -y install sqlite3
-
 RUN pip install -r requirements.txt
 
 COPY /src .
diff --git a/backend/requirements.txt b/backend/requirements.txt
index 3458910..75a45e2 100644
--- a/backend/requirements.txt
+++ b/backend/requirements.txt
@@ -1,4 +1,3 @@
-autopep8==1.5.7
 blinker==1.4
 click==7.1.2
 Deprecated==1.2.12
@@ -17,13 +16,11 @@ MarkupSafe==1.1.1
 passlib==1.7.4
 pendulum==2.1.2
 py-buzz==1.0.3
-pycodestyle==2.7.0
 PyJWT==2.1.0
 python-dateutil==2.8.1
 python-dotenv==0.17.1
 pytzdata==2020.1
 six==1.16.0
 SQLAlchemy==1.4.15
-toml==0.10.2
 Werkzeug==1.0.1
 wrapt==1.12.1
diff --git a/frontend/src/App.css b/frontend/src/App.css
index 2a480cd..85703b2 100644
--- a/frontend/src/App.css
+++ b/frontend/src/App.css
@@ -97,13 +97,3 @@ h1 {
   font-weight: bold;
   user-select: none;
 }
-
-.study-finished {
-  background-color: var(--primary);
-  padding: 0.5em;
-}
-
-.study-finished > p {
-  color: var(--error);
-  font-size: 2em;
-}
diff --git a/frontend/src/components/HeroSection.jsx b/frontend/src/components/HeroSection.jsx
index 33e3968..2613f3d 100644
--- a/frontend/src/components/HeroSection.jsx
+++ b/frontend/src/components/HeroSection.jsx
@@ -3,7 +3,6 @@ import "../App.css";
 import { Button } from "./Button";
 import "./HeroSection.css";
 import { useAuth } from "../auth/AuthProvider";
-import StudyFinished from "./StudyFinished";
 
 export default function HeroSection() {
   const [isLoggedIn] = useAuth();
@@ -11,7 +10,6 @@ export default function HeroSection() {
   return (
     <div className="hero-container">
       <h1>Herzlich Willkommen</h1>
-      <StudyFinished />
       <div className="hero-btns">
         {isLoggedIn ? (
           <Button
diff --git a/frontend/src/components/StudyFinished.jsx b/frontend/src/components/StudyFinished.jsx
deleted file mode 100644
index 0c2da0c..0000000
--- a/frontend/src/components/StudyFinished.jsx
+++ /dev/null
@@ -1,11 +0,0 @@
-import React from "react";
-import "../App.css"
-
-export default function StudyFinished() {
-  return (
-    <div className="study-finished">
-      <p>Die Studie wurde beendet.</p>
-      <p>Vielen Dank für die Teilnahme an der Studie</p>
-    </div>
-  );
-}
diff --git a/frontend/src/components/pages/Lizenzen.jsx b/frontend/src/components/pages/Lizenzen.jsx
index e47176c..dbd7b38 100644
--- a/frontend/src/components/pages/Lizenzen.jsx
+++ b/frontend/src/components/pages/Lizenzen.jsx
@@ -73,7 +73,7 @@ export default function Lizenzen() {
             </a>
           </li>
           <li>
-            Behametrics Serverimplementierung (MIT-Lizenz):{" "}
+            Behametrics Serverimplementierung (MIT-Lizenz)
             <a href="https://gitlab.com/behametrics/server">
               https://gitlab.com/behametrics/server
             </a>
diff --git a/frontend/src/components/pages/Privacy.jsx b/frontend/src/components/pages/Privacy.jsx
index 9b3bbc2..a48b177 100644
--- a/frontend/src/components/pages/Privacy.jsx
+++ b/frontend/src/components/pages/Privacy.jsx
@@ -71,25 +71,6 @@ export default function Privacy() {
           Allerdings kann der Benutzername, welchen Sie bei der Anmeldung
           angegeben haben, verwendet werden.
         </p>
-        <h2>Weitergabe der Daten</h2>
-        <p>
-        Grundsätzlich werden die Daten nicht an Dritte weitergegeben. Folgende
-        Ausnahmen gibt es:
-        </p>
-        <ul>
-          <li>
-            Der Fernfachhochschule Schweiz werden die Daten falls notwendig
-            weitergegeben.
-          </li>
-          <li>
-            Sofern es eine gesetzliche Grundlage gibt, werden die Daten auch
-            weitergegeben.
-          </li>
-          <li>
-            Wie bereits oben erwähnt, läuft die Webanwendung auf einem
-            virtuellen Server bei <a href="https://netcup.de">netcup</a>. Hierbei gelten die Datenschutzbestimmungen von netcup, welche <a href="https://www.netcup.de/kontakt/datenschutzerklaerung.php">hier</a> eingesehen werden können.
-          </li>
-        </ul>
       </div>
       <Footer />
     </>
diff --git a/frontend/src/components/pages/Study.jsx b/frontend/src/components/pages/Study.jsx
index e19bc40..92de04d 100644
--- a/frontend/src/components/pages/Study.jsx
+++ b/frontend/src/components/pages/Study.jsx
@@ -12,7 +12,6 @@ import BehaviorPhone from "../BehaviorPhone";
 import BehaviorStanding from "../BehaviorStanding";
 import BehaviorStudyEnd from "../BehaviorStudyEnd";
 import { authFetch } from "../../auth/AuthProvider";
-import StudyFinished from "../StudyFinished";
 
 export default function Study() {
   const _logger = useRef(0);
@@ -34,6 +33,7 @@ export default function Study() {
   useEffect(() => {
     _logger.current = new Logger({
       inputs: ["keyboard", "wheel", "cursor", "custom"],
+      apiUrl: "https://behavior.marcocamenzind.ch",
     });
     _logger.current.init();
     authFetch("/api/username", {
@@ -91,6 +91,7 @@ export default function Study() {
       method: "get",
     }).then((response) => {
       response.json().then((resp) => {
+        console.log(resp.random_password);
         setGenPassword(resp.random_password);
       });
     });
@@ -270,7 +271,6 @@ export default function Study() {
     <>
       <div className="sitePage">
         <h1>Studie</h1>
-        <StudyFinished />
         {state === STATES.START ? study_start : null}
         {state === STATES.NORMAL ? study_normal : null}
         {state === STATES.PHONE ? study_phone : null}
diff --git a/requests.sh b/requests.sh
index ff77321..6cfb89a 100755
--- a/requests.sh
+++ b/requests.sh
@@ -2,7 +2,7 @@
 
 ACTION=$1
 VALUE=$2
-ACTIONS=(login register rcvpw username data csv prod_data prod_csv)
+ACTIONS=(login register rcvpw username data csv)
 
 print_help(){
     echo "Usage: $0 ACTION [TOKEN|INPUT_TYPE]"
@@ -41,17 +41,9 @@ case $ACTION in
         curl localhost:5000/data
         ;;
     "${ACTIONS[5]}") # get all data from behametricsserver
-        echo "get csv from input action"
+        echo "get data action"
         curl localhost:5000/data/csv/"${VALUE}"
         ;;
-    "${ACTIONS[6]}") # get all data from behametricsserver
-        echo "get prod data action"
-        curl behavior.marcocamenzind.ch:5000/data
-        ;;
-    "${ACTIONS[7]}") # get all data from behametricsserver
-        echo "get prod csv from input action"
-        curl behavior.marcocamenzind.ch:5000/data/csv/"${VALUE}"
-        ;;
     *)
         echo "Error: Action not available"
         echo