scrape_daad.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\u001b[33mDEPRECATION: Loading egg at /home/sanket/anaconda3/lib/python3.11/site-packages/fake_useragent-1.2.1-py3.11.egg is deprecated. pip 24.3 will enforce this behaviour change. A possible replacement is to use pip for package installation.. Discussion can be found at https://github.com/pypa/pip/issues/12330\u001b[0m\u001b[33m\n",
      "\u001b[0m\u001b[33mDEPRECATION: Loading egg at /home/sanket/anaconda3/lib/python3.11/site-packages/image_search-0.0.1-py3.11.egg is deprecated. pip 24.3 will enforce this behaviour change. A possible replacement is to use pip for package installation.. Discussion can be found at https://github.com/pypa/pip/issues/12330\u001b[0m\u001b[33m\n",
      "\u001b[0m\u001b[33mDEPRECATION: Loading egg at /home/sanket/anaconda3/lib/python3.11/site-packages/argparse-1.4.0-py3.11.egg is deprecated. pip 24.3 will enforce this behaviour change. A possible replacement is to use pip for package installation.. Discussion can be found at https://github.com/pypa/pip/issues/12330\u001b[0m\u001b[33m\n",
      "\u001b[0m\u001b[33mDEPRECATION: Loading egg at /home/sanket/anaconda3/lib/python3.11/site-packages/bs4-0.0.1-py3.11.egg is deprecated. pip 24.3 will enforce this behaviour change. A possible replacement is to use pip for package installation.. Discussion can be found at https://github.com/pypa/pip/issues/12330\u001b[0m\u001b[33m\n",
      "\u001b[0mRequirement already satisfied: selenium in /home/sanket/anaconda3/lib/python3.11/site-packages (4.9.1)\n",
      "Requirement already satisfied: urllib3<3,>=1.26 in /home/sanket/anaconda3/lib/python3.11/site-packages (from urllib3[socks]<3,>=1.26->selenium) (1.26.18)\n",
      "Requirement already satisfied: trio~=0.17 in /home/sanket/anaconda3/lib/python3.11/site-packages (from selenium) (0.22.2)\n",
      "Requirement already satisfied: trio-websocket~=0.9 in /home/sanket/anaconda3/lib/python3.11/site-packages (from selenium) (0.10.3)\n",
      "Requirement already satisfied: certifi>=2021.10.8 in /home/sanket/anaconda3/lib/python3.11/site-packages (from selenium) (2023.7.22)\n",
      "Requirement already satisfied: attrs>=20.1.0 in /home/sanket/anaconda3/lib/python3.11/site-packages (from trio~=0.17->selenium) (23.1.0)\n",
      "Requirement already satisfied: sortedcontainers in /home/sanket/anaconda3/lib/python3.11/site-packages (from trio~=0.17->selenium) (2.4.0)\n",
      "Requirement already satisfied: idna in /home/sanket/anaconda3/lib/python3.11/site-packages (from trio~=0.17->selenium) (3.4)\n",
      "Requirement already satisfied: outcome in /home/sanket/anaconda3/lib/python3.11/site-packages (from trio~=0.17->selenium) (1.2.0)\n",
      "Requirement already satisfied: sniffio in /home/sanket/anaconda3/lib/python3.11/site-packages (from trio~=0.17->selenium) (1.2.0)\n",
      "Requirement already satisfied: exceptiongroup in /home/sanket/anaconda3/lib/python3.11/site-packages (from trio-websocket~=0.9->selenium) (1.1.3)\n",
      "Requirement already satisfied: wsproto>=0.14 in /home/sanket/anaconda3/lib/python3.11/site-packages (from trio-websocket~=0.9->selenium) (1.2.0)\n",
      "Requirement already satisfied: PySocks!=1.5.7,<2.0,>=1.5.6 in /home/sanket/anaconda3/lib/python3.11/site-packages (from urllib3[socks]<3,>=1.26->selenium) (1.7.1)\n",
      "Requirement already satisfied: h11<1,>=0.9.0 in /home/sanket/anaconda3/lib/python3.11/site-packages (from wsproto>=0.14->trio-websocket~=0.9->selenium) (0.14.0)\n",
      "\u001b[33mDEPRECATION: Loading egg at /home/sanket/anaconda3/lib/python3.11/site-packages/fake_useragent-1.2.1-py3.11.egg is deprecated. pip 24.3 will enforce this behaviour change. A possible replacement is to use pip for package installation.. Discussion can be found at https://github.com/pypa/pip/issues/12330\u001b[0m\u001b[33m\n",
      "\u001b[0m\u001b[33mDEPRECATION: Loading egg at /home/sanket/anaconda3/lib/python3.11/site-packages/image_search-0.0.1-py3.11.egg is deprecated. pip 24.3 will enforce this behaviour change. A possible replacement is to use pip for package installation.. Discussion can be found at https://github.com/pypa/pip/issues/12330\u001b[0m\u001b[33m\n",
      "\u001b[0m\u001b[33mDEPRECATION: Loading egg at /home/sanket/anaconda3/lib/python3.11/site-packages/argparse-1.4.0-py3.11.egg is deprecated. pip 24.3 will enforce this behaviour change. A possible replacement is to use pip for package installation.. Discussion can be found at https://github.com/pypa/pip/issues/12330\u001b[0m\u001b[33m\n",
      "\u001b[0m\u001b[33mDEPRECATION: Loading egg at /home/sanket/anaconda3/lib/python3.11/site-packages/bs4-0.0.1-py3.11.egg is deprecated. pip 24.3 will enforce this behaviour change. A possible replacement is to use pip for package installation.. Discussion can be found at https://github.com/pypa/pip/issues/12330\u001b[0m\u001b[33m\n",
      "\u001b[0mRequirement already satisfied: beautifulsoup4 in /home/sanket/anaconda3/lib/python3.11/site-packages (4.12.2)\n",
      "Requirement already satisfied: soupsieve>1.2 in /home/sanket/anaconda3/lib/python3.11/site-packages (from beautifulsoup4) (2.5)\n",
      "\u001b[33mDEPRECATION: Loading egg at /home/sanket/anaconda3/lib/python3.11/site-packages/fake_useragent-1.2.1-py3.11.egg is deprecated. pip 24.3 will enforce this behaviour change. A possible replacement is to use pip for package installation.. Discussion can be found at https://github.com/pypa/pip/issues/12330\u001b[0m\u001b[33m\n",
      "\u001b[0m\u001b[33mDEPRECATION: Loading egg at /home/sanket/anaconda3/lib/python3.11/site-packages/image_search-0.0.1-py3.11.egg is deprecated. pip 24.3 will enforce this behaviour change. A possible replacement is to use pip for package installation.. Discussion can be found at https://github.com/pypa/pip/issues/12330\u001b[0m\u001b[33m\n",
      "\u001b[0m\u001b[33mDEPRECATION: Loading egg at /home/sanket/anaconda3/lib/python3.11/site-packages/argparse-1.4.0-py3.11.egg is deprecated. pip 24.3 will enforce this behaviour change. A possible replacement is to use pip for package installation.. Discussion can be found at https://github.com/pypa/pip/issues/12330\u001b[0m\u001b[33m\n",
      "\u001b[0m\u001b[33mDEPRECATION: Loading egg at /home/sanket/anaconda3/lib/python3.11/site-packages/bs4-0.0.1-py3.11.egg is deprecated. pip 24.3 will enforce this behaviour change. A possible replacement is to use pip for package installation.. Discussion can be found at https://github.com/pypa/pip/issues/12330\u001b[0m\u001b[33m\n",
      "\u001b[0mRequirement already satisfied: webdriver_manager in /home/sanket/anaconda3/lib/python3.11/site-packages (4.0.1)\n",
      "Requirement already satisfied: requests in /home/sanket/anaconda3/lib/python3.11/site-packages (from webdriver_manager) (2.31.0)\n",
      "Requirement already satisfied: python-dotenv in /home/sanket/anaconda3/lib/python3.11/site-packages (from webdriver_manager) (0.21.0)\n",
      "Requirement already satisfied: packaging in /home/sanket/anaconda3/lib/python3.11/site-packages (from webdriver_manager) (23.1)\n",
      "Requirement already satisfied: charset-normalizer<4,>=2 in /home/sanket/anaconda3/lib/python3.11/site-packages (from requests->webdriver_manager) (2.0.4)\n",
      "Requirement already satisfied: idna<4,>=2.5 in /home/sanket/anaconda3/lib/python3.11/site-packages (from requests->webdriver_manager) (3.4)\n",
      "Requirement already satisfied: urllib3<3,>=1.21.1 in /home/sanket/anaconda3/lib/python3.11/site-packages (from requests->webdriver_manager) (1.26.18)\n",
      "Requirement already satisfied: certifi>=2017.4.17 in /home/sanket/anaconda3/lib/python3.11/site-packages (from requests->webdriver_manager) (2023.7.22)\n"
     ]
    }
   ],
   "source": [
    "# !pip install selenium\n",
    "# !pip install beautifulsoup4\n",
    "# !pip install webdriver_manager\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import time\n",
    "import pandas as pd\n",
    "from tqdm import tqdm"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "from selenium import webdriver\n",
    "from selenium.webdriver.chrome.service import Service\n",
    "from selenium.webdriver.support.ui import WebDriverWait\n",
    "from selenium.webdriver.support import expected_conditions as EC\n",
    "from selenium.webdriver.common.by import By\n",
    "from bs4 import BeautifulSoup\n",
    "import codecs\n",
    "import re\n",
    "from webdriver_manager.chrome import ChromeDriverManager\n",
    "\n",
    "# Set up Selenium to use ChromeDriver\n",
    "driver = webdriver.Chrome(service=Service(ChromeDriverManager().install()))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Navigate to the URL and wait for the page to load\n",
    "main_url = \"https://www2.daad.de/deutschland/studienangebote/international-programmes/en/result/?q=&degree%5B%5D=2&lang%5B%5D=2&fos=3&cert=&admReq=&langExamPC=&scholarshipLC=&langExamLC=&scholarshipSC=&langExamSC=&langDeAvailable=&langEnAvailable=&lvlEn%5B%5D=&modStd%5B%5D=&cit%5B%5D=&tyi%5B%5D=&ins%5B%5D=&fee=&bgn%5B%5D=&dat%5B%5D=&prep_subj%5B%5D=&prep_degree%5B%5D=&sort=4&dur=&subjects%5B%5D=&limit=10&offset=&display=list\"\n",
    "wait = WebDriverWait(driver, 10)\n",
    "driver.get(main_url)\n",
    "get_url = driver.current_url\n",
    "wait.until(EC.url_to_be(main_url))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "# accept cookies\n",
    "cookie_accept_button = \"/html/body/div[2]/div[2]/div[2]/div/div/div[2]/button\"\n",
    "cookie_accept_button = driver.find_element(By.XPATH, cookie_accept_button)\n",
    "cookie_accept_button.click()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Number of results\n",
    "select_element = \"/html/body/div[2]/main/div[2]/div[3]/div/div/div[2]/div/div/select\"\n",
    "select_element = driver.find_element(By.XPATH, select_element)\n",
    "\n",
    "from selenium.webdriver.support.ui import Select\n",
    "\n",
    "# Create a Select object\n",
    "select = Select(select_element)\n",
    "\n",
    "# Select option by visible text\n",
    "select.select_by_visible_text(\"100\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "4"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Page Count \n",
    "page_select_element = \"/html/body/div[2]/main/div[2]/div[3]/div/div/div[1]/div[1]/div/select\"\n",
    "page_select_element = driver.find_element(By.XPATH, page_select_element)\n",
    "# Create a Select object\n",
    "page_selector = Select(page_select_element)\n",
    "# Select option by visible text\n",
    "num_pages = len(page_selector.options)\n",
    "num_pages"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "page_selector.select_by_index(1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Course Type: Master's degree •\n",
      "Course Title: Environmental and Resource Management (MSc)\n",
      "Course Subtitle: Brandenburg University of Technology Cottbus-Senftenberg •\n",
      "Course Location: Cottbus\n",
      "Subject: Agriculture, Forestry and Nutritional Sciences in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3681/\n",
      "\n",
      "\n"
     ]
    }
   ],
   "source": [
    "# Wait for the carousel elements to load\n",
    "carousel_elements = WebDriverWait(driver, 10).until(\n",
    "    EC.presence_of_all_elements_located((By.CLASS_NAME, \"c-ad-carousel\"))\n",
    ")\n",
    "\n",
    "course_info = []\n",
    "\n",
    "\n",
    "# Loop through each carousel element\n",
    "for carousel_element in carousel_elements:\n",
    "    # Extract course information from each carousel element\n",
    "    course_type = carousel_element.find_element(By.CLASS_NAME, \"c-ad-carousel__course-type\").text\n",
    "    course_title = carousel_element.find_element(By.CLASS_NAME, \"js-course-title\").text\n",
    "    course_subtitle = carousel_element.find_element(By.CLASS_NAME, \"js-course-academy\").text\n",
    "    course_location = carousel_element.find_element(By.CLASS_NAME, \"c-ad-carousel__subtitle--location\").text\n",
    "    \n",
    "    # Extract additional information from the carousel content list\n",
    "    content_list = carousel_element.find_element(By.CLASS_NAME, \"c-ad-carousel__content-list\")\n",
    "    subject = content_list.find_element(By.XPATH,\".//li[contains(., 'Subject')]/span\").text\n",
    "    beginning = content_list.find_element(By.XPATH,\".//li[contains(., 'Beginning')]/span\").text\n",
    "    tuition_fees = content_list.find_element(By.XPATH,\".//li[contains(., 'Tuition fees per semester')]/span\").text\n",
    "    language = content_list.find_element(By.XPATH,\".//li[contains(., 'Language')]/span\").text\n",
    "    duration = content_list.find_element(By.XPATH,\".//li[contains(., 'Duration')]/span\").text\n",
    "\n",
    "    # Extract the hyperlink\n",
    "    course_link = carousel_element.find_element(By.CSS_SELECTOR, \".js-course-detail-link\").get_attribute(\"href\")\n",
    "\n",
    "    # Print or store the extracted information\n",
    "    print(\"Course Type:\", course_type)\n",
    "    print(\"Course Title:\", course_title)\n",
    "    print(\"Course Subtitle:\", course_subtitle)\n",
    "    print(\"Course Location:\", course_location)\n",
    "    print(\"Subject:\", subject)\n",
    "    print(\"Beginning:\", beginning)\n",
    "    print(\"Tuition fees per semester:\", tuition_fees)\n",
    "    print(\"Language:\", language)\n",
    "    print(\"Duration:\", duration)\n",
    "    print(\"Course Link:\", course_link)\n",
    "    print(\"\\n\")\n",
    "    \n",
    "        # Append the extracted information to the course_info list\n",
    "    course_info.append({\n",
    "        \"Course Type\": course_type,\n",
    "        \"Course Title\": course_title,\n",
    "        \"Course Subtitle\": course_subtitle,\n",
    "        \"Course Location\": course_location,\n",
    "        \"Subject\": subject,\n",
    "        \"Beginning\": beginning,\n",
    "        \"Tuition fees per semester\": tuition_fees,\n",
    "        \"Language\": language,\n",
    "        \"Duration\": duration,\n",
    "        \"Course Link\": course_link\n",
    "    })\n",
    "\n",
    "    break"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "         Course Type                                       Course Title  \\\n",
      "0  Master's degree •  Advanced Architecture — From Urban Design to B...   \n",
      "\n",
      "                              Course Subtitle    Course Location  \\\n",
      "0  Frankfurt University of Applied Sciences •  Frankfurt am Main   \n",
      "\n",
      "        Subject        Beginning Tuition fees per semester Language  \\\n",
      "0  Architecture  Summer semester                      none  English   \n",
      "\n",
      "      Duration                                        Course Link  \n",
      "0  4 semesters  https://www2.daad.de/deutschland/studienangebo...  \n"
     ]
    }
   ],
   "source": [
    "import pandas as pd\n",
    "# Create a DataFrame from the course_info list\n",
    "df = pd.DataFrame(course_info)\n",
    "\n",
    "# Display the DataFrame\n",
    "print(df)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "extracting from page:  0\n",
      "Course Type: Master's degree •\n",
      "Course Title: Advanced Architecture — From Urban Design to Building Construction\n",
      "Course Subtitle: Frankfurt University of Applied Sciences •\n",
      "Course Location: Frankfurt am Main\n",
      "Subject: Architecture\n",
      "Beginning: Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/7065/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Advanced Computational Methods in Civil Engineering\n",
      "Course Subtitle: RWTH Aachen University •\n",
      "Course Location: Aachen\n",
      "Subject: Civil Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/6318/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Advanced Green Engineering and Sustainable Management\n",
      "Course Subtitle: Westsächsische Hochschule Zwickau - University of Applied Sciences Zwickau •\n",
      "Course Location: Zwickau\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/8903/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Advanced Manufacturing\n",
      "Course Subtitle: Chemnitz University of Technology •\n",
      "Course Location: Chemnitz\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/7612/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Advanced Materials Analysis\n",
      "Course Subtitle: TU Bergakademie Freiberg •\n",
      "Course Location: Freiberg\n",
      "Subject: Mining, Metallurgy\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/5403/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Advanced Signal Processing and Communications Engineering MSc\n",
      "Course Subtitle: FAU Erlangen-Nürnberg •\n",
      "Course Location: Erlangen\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4661/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: AI Engineering of Autonomous Systems\n",
      "Course Subtitle: Technische Hochschule Ingolstadt •\n",
      "Course Location: Ingolstadt\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: EUR 500\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/8922/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Air Quality Control, Solid Waste and Waste Water Process Engineering (WASTE)\n",
      "Course Subtitle: University of Stuttgart •\n",
      "Course Location: Stuttgart\n",
      "Subject: Mechanical Engineering / Process Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: varied\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3676/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Air Transport and Logistics\n",
      "Course Subtitle: Dresden University of Technology •\n",
      "Course Location: Dresden\n",
      "Subject: Transport Engineering, Nautical Science\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters, 8 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/8911/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Analytical Instruments, Measurement and Sensor Technology (AIMS)\n",
      "Course Subtitle: Coburg University of Applied Sciences and Arts •\n",
      "Course Location: Coburg\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: EUR 3,900\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3949/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Applied AI for Digital Production Management, MEng\n",
      "Course Subtitle: Deggendorf Institute of Technology •\n",
      "Course Location: Cham\n",
      "Subject: Industrial Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/9024/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Applied Biotechnology\n",
      "Course Subtitle: Ansbach University of Applied Sciences •\n",
      "Course Location: Ansbach\n",
      "Subject: Mathematics, Natural Sciences in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/7251/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Applied Geosciences – Applied Mineralogy and Crystallography (AMC)\n",
      "Course Subtitle: RWTH Aachen University •\n",
      "Course Location: Aachen\n",
      "Subject: Earth Sciences (excluding Geography)\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/6917/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Applied IT Security\n",
      "Course Subtitle: Ruhr-Universität Bochum •\n",
      "Course Location: Bochum\n",
      "Subject: Computer Science\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: EUR 2,900\n",
      "Language: English\n",
      "Duration: 6 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/7795/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Applied Research in Computer Science (MSc)\n",
      "Course Subtitle: Hof University of Applied Sciences •\n",
      "Course Location: Hof\n",
      "Subject: Computer Science\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/6236/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Architecture – Design for the Built Environment (MA)\n",
      "Course Subtitle: SRH Universities •\n",
      "Course Location: Heidelberg\n",
      "Subject: Architecture\n",
      "Beginning: Summer semester\n",
      "Tuition fees per semester: EUR 5,100\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/7730/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Automation & Control (A&C)\n",
      "Course Subtitle: RPTU University of Kaiserslautern-Landau •\n",
      "Course Location: Kaiserslautern\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4818/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Automation & IT (Master of Engineering)\n",
      "Course Subtitle: Technische Hochschule Köln (University of Applied Sciences) •\n",
      "Course Location: Köln\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3961/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Automation and Robotics\n",
      "Course Subtitle: TU Dortmund University •\n",
      "Course Location: Dortmund\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/8996/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Automotive Service Technology and Processes (ASTP)\n",
      "Course Subtitle: Ostfalia University of Applied Sciences - Hochschule Braunschweig/Wolfenbüttel •\n",
      "Course Location: Wolfsburg\n",
      "Subject: Mechanical Engineering / Process Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: None\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/9187/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Automotive Systems\n",
      "Course Subtitle: Esslingen University of Applied Sciences •\n",
      "Course Location: Esslingen am Neckar\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: EUR 1,500\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/5423/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Autonomous Driving\n",
      "Course Subtitle: Coburg University of Applied Sciences and Arts •\n",
      "Course Location: Kronach\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/9016/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Autonomous Systems (MSc)\n",
      "Course Subtitle: Hochschule Bonn-Rhein-Sieg •\n",
      "Course Location: Sankt Augustin\n",
      "Subject: Computer Science\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3799/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Battery Materials and Technology (Master of Science)\n",
      "Course Subtitle: University of Bayreuth •\n",
      "Course Location: Bayreuth\n",
      "Subject: Mathematics, Natural Sciences in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/8290/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Biofabrication\n",
      "Course Subtitle: University of Bayreuth •\n",
      "Course Location: Bayreuth\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4597/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Biomechanical Engineering\n",
      "Course Subtitle: Otto von Guericke University Magdeburg •\n",
      "Course Location: Magdeburg\n",
      "Subject: Mechanical Engineering / Process Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/8314/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Biomedical Engineering\n",
      "Course Subtitle: RWTH Aachen University •\n",
      "Course Location: Aachen\n",
      "Subject: Mathematics, Natural Sciences in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/8549/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Biomedical Engineering (MSc)\n",
      "Course Subtitle: Hamburg University of Applied Sciences •\n",
      "Course Location: Hamburg\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4025/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Biomedical Engineering and Medical Physics\n",
      "Course Subtitle: Technical University of Munich •\n",
      "Course Location: Garching b. München\n",
      "Subject: Physics, Astronomy\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/8332/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Biomedical Engineering, Master of Science\n",
      "Course Subtitle: Technische Hochschule Lübeck •\n",
      "Course Location: Lübeck\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4162/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Biomedical Systems Engineering – Master's Study Programme\n",
      "Course Subtitle: RWTH Aachen University •\n",
      "Course Location: Aachen\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/5228/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Bionics MSc\n",
      "Course Subtitle: Rhine-Waal University of Applied Sciences •\n",
      "Course Location: Kleve\n",
      "Subject: Biology\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4224/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Biotechnology\n",
      "Course Subtitle: University of Hohenheim •\n",
      "Course Location: Stuttgart\n",
      "Subject: Mathematics, Natural Sciences in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: varied\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4454/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Building Sustainability in an Urban Future (MBA)\n",
      "Course Subtitle: Technische Universität Berlin •\n",
      "Course Location: Berlin\n",
      "Subject: Business and Economics\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: EUR 6,600\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4665/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Business Intelligence and Data Analytics\n",
      "Course Subtitle: University of Applied Sciences Emden/Leer •\n",
      "Course Location: Emden\n",
      "Subject: Computer Science\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: EUR 5,980\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/7054/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Chemical and Bioprocess Engineering\n",
      "Course Subtitle: Hamburg University of Technology •\n",
      "Course Location: Hamburg\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4108/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Chemical and Energy Engineering\n",
      "Course Subtitle: Otto von Guericke University Magdeburg •\n",
      "Course Location: Magdeburg\n",
      "Subject: Mechanical Engineering / Process Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3764/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Chemical Engineering\n",
      "Course Subtitle: TU Bergakademie Freiberg •\n",
      "Course Location: Freiberg\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/9174/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Chemical Engineering – Specialisation: Process Systems Engineering\n",
      "Course Subtitle: TU Dortmund University •\n",
      "Course Location: Dortmund\n",
      "Subject: Mechanical Engineering / Process Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/6565/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Clean Energy Processes\n",
      "Course Subtitle: FAU Erlangen-Nürnberg •\n",
      "Course Location: Erlangen\n",
      "Subject: Mechanical Engineering / Process Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/7630/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Communication & Information Technology, MSc (CIT)\n",
      "Course Subtitle: University of Bremen •\n",
      "Course Location: Bremen\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3713/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Communication Systems and Networks (Master of Science)\n",
      "Course Subtitle: Technische Hochschule Köln (University of Applied Sciences) •\n",
      "Course Location: Köln\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4354/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Communications and Multimedia Engineering (CME)\n",
      "Course Subtitle: FAU Erlangen-Nürnberg •\n",
      "Course Location: Erlangen\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4261/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Communications Engineering – Master's Study Programme\n",
      "Course Subtitle: RWTH Aachen University •\n",
      "Course Location: Aachen\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3698/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Computational Engineering (CE), MSc\n",
      "Course Subtitle: FAU Erlangen-Nürnberg •\n",
      "Course Location: Erlangen\n",
      "Subject: Computer Science\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3727/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Computational Engineering (CompEng)\n",
      "Course Subtitle: Ruhr-Universität Bochum •\n",
      "Course Location: Bochum\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3847/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Computational Materials Science (CMS)\n",
      "Course Subtitle: TU Bergakademie Freiberg •\n",
      "Course Location: Freiberg\n",
      "Subject: Mechanical Engineering / Process Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4288/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Computational Mechanics\n",
      "Course Subtitle: Technical University of Munich •\n",
      "Course Location: München\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3595/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Computational Mechanics of Materials and Structures (COMMAS)\n",
      "Course Subtitle: University of Stuttgart •\n",
      "Course Location: Stuttgart\n",
      "Subject: Civil Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: varied\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3785/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Computational Methods in Engineering (CoME)\n",
      "Course Subtitle: Otto von Guericke University Magdeburg •\n",
      "Course Location: Magdeburg\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/9061/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Computational Modelling and Simulation\n",
      "Course Subtitle: Dresden University of Technology •\n",
      "Course Location: Dresden\n",
      "Subject: Computer Science\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/5202/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Computational Science and Engineering (CSE)\n",
      "Course Subtitle: Technical University of Munich •\n",
      "Course Location: Garching b. München\n",
      "Subject: Computer Science\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3591/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Computational Science and Engineering (CSE)\n",
      "Course Subtitle: University of Rostock •\n",
      "Course Location: Rostock\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4593/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Computational Sciences in Engineering (CSE)\n",
      "Course Subtitle: Technische Universität Braunschweig •\n",
      "Course Location: Braunschweig\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3685/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Computer Engineering for IoT Systems\n",
      "Course Subtitle: Nordhausen University of Applied Sciences •\n",
      "Course Location: Nordhausen\n",
      "Subject: Computer Science\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters, 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/9012/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Computer Engineering – Master's Study Programme\n",
      "Course Subtitle: RWTH Aachen University •\n",
      "Course Location: Aachen\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/5226/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Computer Simulation in Science (MSc)\n",
      "Course Subtitle: University of Wuppertal •\n",
      "Course Location: Wuppertal\n",
      "Subject: Mathematics, Natural Sciences in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3690/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Computer-Aided Conception and Production in Mechanical Engineering (CAME)\n",
      "Course Subtitle: RWTH Aachen University •\n",
      "Course Location: Aachen\n",
      "Subject: Mechanical Engineering / Process Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: EUR 6,000\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4157/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Control, Computer and Communications Engineering (CCCE)\n",
      "Course Subtitle: Technische Hochschule Mittelhessen University of Applied Sciences •\n",
      "Course Location: Friedberg (Hessen)\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3815/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Control, Microsystems, Microelectronics (CMM)\n",
      "Course Subtitle: University of Bremen •\n",
      "Course Location: Bremen\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3714/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: COOP Design Research MSc Programme\n",
      "Course Subtitle: Anhalt University of Applied Sciences •\n",
      "Course Location: Dessau-Roßlau\n",
      "Subject: Architecture\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: EUR 1,250\n",
      "Language: English\n",
      "Duration: 2 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4474/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Cyber Security\n",
      "Course Subtitle: Brandenburg University of Technology Cottbus-Senftenberg •\n",
      "Course Location: Cottbus\n",
      "Subject: Computer Science\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4785/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Data Science\n",
      "Course Subtitle: University of Potsdam •\n",
      "Course Location: Potsdam\n",
      "Subject: Computer Science\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/5253/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Design and Development in Automotive and Mechanical Engineering\n",
      "Course Subtitle: Esslingen University of Applied Sciences •\n",
      "Course Location: Esslingen am Neckar\n",
      "Subject: Mechanical Engineering / Process Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: EUR 1,500\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/5440/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Dessau International Architecture Graduate School (DIA)\n",
      "Course Subtitle: Anhalt University of Applied Sciences •\n",
      "Course Location: Dessau-Roßlau\n",
      "Subject: Architecture\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: EUR 850\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4049/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Digital Engineering\n",
      "Course Subtitle: Bauhaus-Universität Weimar •\n",
      "Course Location: Weimar\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/8265/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Digital Engineering (DigiEng)\n",
      "Course Subtitle: Otto von Guericke University Magdeburg •\n",
      "Course Location: Magdeburg\n",
      "Subject: Computer Science\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4427/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Digital Logistics Management (Joint Master's)\n",
      "Course Subtitle: Technical University of Applied Sciences Wildau •\n",
      "Course Location: Wildau\n",
      "Subject: Transport Engineering, Nautical Science\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: None\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/7659/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Digitalised Energy Systems\n",
      "Course Subtitle: Carl von Ossietzky University of Oldenburg •\n",
      "Course Location: Oldenburg\n",
      "Subject: Computer Science\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/8944/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Double Degree Master's Programme in Energy Technology\n",
      "Course Subtitle: Leibniz University Hannover •\n",
      "Course Location: Hannover\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/7865/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Electric Vehicle Propulsion and Control (E-PiCo)\n",
      "Course Subtitle: Kiel University •\n",
      "Course Location: Kiel\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: None\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/7067/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Electrical and Computer Engineering (M Eng)\n",
      "Course Subtitle: Anhalt University of Applied Sciences •\n",
      "Course Location: Köthen / Anhalt\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/8357/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Electrical and Microsystems Engineering\n",
      "Course Subtitle: OTH Regensburg •\n",
      "Course Location: Regensburg\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4587/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Electrical Communication Engineering (MSc)\n",
      "Course Subtitle: University of Kassel •\n",
      "Course Location: Kassel\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3759/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Electrical Engineering\n",
      "Course Subtitle: Kempten University of Applied Sciences •\n",
      "Course Location: Kempten (Allgäu)\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4140/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Electrical Engineering\n",
      "Course Subtitle: University of Stuttgart •\n",
      "Course Location: Stuttgart\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: varied\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/6926/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Electrical Engineering (EE)\n",
      "Course Subtitle: University of Rostock •\n",
      "Course Location: Rostock\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4594/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Electrical Engineering (Electronics Design or Communication Engineering)\n",
      "Course Subtitle: University of Siegen •\n",
      "Course Location: Siegen\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/7927/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Electrical Engineering and Embedded Systems\n",
      "Course Subtitle: University of Applied Sciences Ravensburg-Weingarten •\n",
      "Course Location: Weingarten\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: EUR 1,500\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4201/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Electrical Engineering and Information Technology\n",
      "Course Subtitle: Otto von Guericke University Magdeburg •\n",
      "Course Location: Magdeburg\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/6091/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Electrical Engineering and Information Technology — International Master of Science\n",
      "Course Subtitle: Darmstadt University of Applied Sciences •\n",
      "Course Location: Darmstadt\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3980/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Electrical Power Engineering – Master's Study Programme\n",
      "Course Subtitle: RWTH Aachen University •\n",
      "Course Location: Aachen\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3699/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Elite Master of Science in Neuroengineering (MSNE)\n",
      "Course Subtitle: Technical University of Munich •\n",
      "Course Location: München\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4670/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Embedded Computing Systems (ESY)\n",
      "Course Subtitle: RPTU University of Kaiserslautern-Landau •\n",
      "Course Location: Kaiserslautern\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3590/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Embedded Systems\n",
      "Course Subtitle: Chemnitz University of Technology •\n",
      "Course Location: Chemnitz\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4493/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Embedded Systems Design\n",
      "Course Subtitle: Bremerhaven University of Applied Sciences •\n",
      "Course Location: Bremerhaven\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4399/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: EMerald Master's Course in Resources Engineering\n",
      "Course Subtitle: TU Bergakademie Freiberg •\n",
      "Course Location: Freiberg\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: varied\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/5349/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: EMMaH – European Master of Medical Technology and Healthcare Business (MSc)\n",
      "Course Subtitle: Hamburg University of Applied Sciences •\n",
      "Course Location: Hamburg\n",
      "Subject: Medicine in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/5433/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Energy and Environmental Management in Developing Countries (MEng)\n",
      "Course Subtitle: Europa-Universität Flensburg •\n",
      "Course Location: Flensburg\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/6085/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Energy Engineering & Management (MSc, Executive) at HECTOR School\n",
      "Course Subtitle: Karlsruhe Institute of Technology •\n",
      "Course Location: Karlsruhe\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: EUR 7,500\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4551/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Energy Management (MBA)\n",
      "Course Subtitle: Technische Universität Berlin •\n",
      "Course Location: Berlin\n",
      "Subject: Business and Economics\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: EUR 6,600\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4545/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Engineering and International Business – Renewable Energy, Water and Waste Management (MEng)\n",
      "Course Subtitle: SRH Universities •\n",
      "Course Location: Berlin\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: EUR 6,800\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4832/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Engineering and Management\n",
      "Course Subtitle: Technische Hochschule Ingolstadt •\n",
      "Course Location: Ingolstadt\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: EUR 500\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/7168/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Engineering and Sustainable Technology Management – Industry 4.0: Automation, Robotics & 3D Manufacturing (MEng)\n",
      "Course Subtitle: SRH Universities •\n",
      "Course Location: Berlin\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: EUR 6,800\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/6362/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Engineering and Sustainable Technology Management – Mobility and Automotive Industry (MEng)\n",
      "Course Subtitle: SRH Universities •\n",
      "Course Location: Berlin\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: EUR 6,800\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/6361/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Engineering and Sustainable Technology Management — Smart Building Technologies (MEng)\n",
      "Course Subtitle: SRH Universities •\n",
      "Course Location: Berlin\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: EUR 6,800\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/6364/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Engineering Geohazards (MSc)\n",
      "Course Subtitle: RWTH Aachen University •\n",
      "Course Location: Aachen\n",
      "Subject: Earth Sciences (excluding Geography)\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/6919/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Engineering of Hydro-Environmental Extremes (HDE)\n",
      "Course Subtitle: University of Siegen •\n",
      "Course Location: Siegen\n",
      "Subject: Civil Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/9179/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Engineering Sciences (Mechanical & Plastics Engineering / Mechatronics / Electrical Engineering & Information Technology)\n",
      "Course Subtitle: Rosenheim Technical University of Applied Sciences •\n",
      "Course Location: Rosenheim\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters, 6 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4636/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Environmental and Recycling Technology\n",
      "Course Subtitle: Nordhausen University of Applied Sciences •\n",
      "Course Location: Nordhausen\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters, 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/9013/\n",
      "\n",
      "\n",
      "extracting from page:  1\n",
      "Course Type: Master's degree •\n",
      "Course Title: Environmental and Resource Management (MSc)\n",
      "Course Subtitle: Brandenburg University of Technology Cottbus-Senftenberg •\n",
      "Course Location: Cottbus\n",
      "Subject: Agriculture, Forestry and Nutritional Sciences in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3681/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Environmental Engineering\n",
      "Course Subtitle: Hamburg University of Technology •\n",
      "Course Location: Hamburg\n",
      "Subject: Civil Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3809/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Environmental Engineering – Specialisation Resources and Environment (Double Degree Option)\n",
      "Course Subtitle: Leibniz University Hannover •\n",
      "Course Location: Hannover\n",
      "Subject: Civil Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/8288/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: European Master's in Embedded Computing Systems (EMECS)\n",
      "Course Subtitle: RPTU University of Kaiserslautern-Landau •\n",
      "Course Location: Kaiserslautern\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: None\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4131/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: European Master's in Renewable Energy (EMRE)\n",
      "Course Subtitle: Carl von Ossietzky University of Oldenburg •\n",
      "Course Location: Oldenburg\n",
      "Subject: Mathematics, Natural Sciences in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: None\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/8328/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: European Mining Course (EMC)\n",
      "Course Subtitle: RWTH Aachen University •\n",
      "Course Location: Aachen\n",
      "Subject: Mining, Metallurgy\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/8481/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: European Urban Studies (EUS)\n",
      "Course Subtitle: Bauhaus-Universität Weimar •\n",
      "Course Location: Weimar\n",
      "Subject: Town and Country Planning\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3679/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: FAME-AIS Functional Advanced Materials Engineering with Artificial Intelligence for Sustainability\n",
      "Course Subtitle: Technical University of Darmstadt •\n",
      "Course Location: Darmstadt\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: varied\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/5413/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Food Science and Technology\n",
      "Course Subtitle: University of Hohenheim •\n",
      "Course Location: Stuttgart\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: varied\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4456/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Functional Materials MSc\n",
      "Course Subtitle: Philipps-Universität Marburg •\n",
      "Course Location: Marburg\n",
      "Subject: Mathematics, Natural Sciences in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4650/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Geodesy and Geoinformatics – Specialisation in Geomatics\n",
      "Course Subtitle: Leibniz University Hannover •\n",
      "Course Location: Hannover\n",
      "Subject: Surveying\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4562/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Geodetic Engineering\n",
      "Course Subtitle: University of Bonn •\n",
      "Course Location: Bonn\n",
      "Subject: Surveying\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/7030/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Geomatics\n",
      "Course Subtitle: Neubrandenburg University of Applied Sciences •\n",
      "Course Location: Neubrandenburg\n",
      "Subject: Surveying\n",
      "Beginning: Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4750/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Geomatics Engineering - GEOENGINE\n",
      "Course Subtitle: University of Stuttgart •\n",
      "Course Location: Stuttgart\n",
      "Subject: Earth Sciences (excluding Geography)\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: varied\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3776/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Geomatics for Mineral Resource Management (MGMRM)\n",
      "Course Subtitle: TU Bergakademie Freiberg •\n",
      "Course Location: Freiberg\n",
      "Subject: Surveying\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/6283/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Global Foresight and Technology Management\n",
      "Course Subtitle: Technische Hochschule Ingolstadt •\n",
      "Course Location: Ingolstadt\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: EUR 500\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/7635/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Graduate School of Computational Neuroscience\n",
      "Course Subtitle: University of Tübingen •\n",
      "Course Location: Tübingen\n",
      "Subject: Mathematics, Natural Sciences in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: varied\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4195/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Heritage Conservation and Site Management\n",
      "Course Subtitle: Brandenburg University of Technology Cottbus-Senftenberg •\n",
      "Course Location: Cottbus\n",
      "Subject: Architecture\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4450/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Hybrid Electric Propulsion Technology\n",
      "Course Subtitle: Brandenburg University of Technology Cottbus-Senftenberg •\n",
      "Course Location: Cottbus\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/9255/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Hydro Science and Engineering (HSE)\n",
      "Course Subtitle: Dresden University of Technology •\n",
      "Course Location: Dresden\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3816/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Hydrogen Technology\n",
      "Course Subtitle: Rosenheim Technical University of Applied Sciences •\n",
      "Course Location: Burghausen\n",
      "Subject: Mechanical Engineering / Process Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/8282/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Industrial Engineering and International Management (MSc)\n",
      "Course Subtitle: Hochschule Fresenius - University of Applied Sciences •\n",
      "Course Location: Köln\n",
      "Subject: Business and Economics\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: EUR 5,280\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/7127/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Industrial Engineering and International Management (MSc)\n",
      "Course Subtitle: Hochschule Fresenius - University of Applied Sciences •\n",
      "Course Location: Berlin\n",
      "Subject: Business and Economics\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: EUR 5,280\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/7785/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Information and Communication Engineering\n",
      "Course Subtitle: Technical University of Darmstadt •\n",
      "Course Location: Darmstadt\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3717/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Information and Communication Systems\n",
      "Course Subtitle: Hamburg University of Technology •\n",
      "Course Location: Hamburg\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3747/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Information and Communication Systems\n",
      "Course Subtitle: Chemnitz University of Technology •\n",
      "Course Location: Chemnitz\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4269/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Information and Communication Technology MSc\n",
      "Course Subtitle: FAU Erlangen-Nürnberg •\n",
      "Course Location: Erlangen\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/6146/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Information Systems Engineering and Management (MSc, Executive) at HECTOR School\n",
      "Course Subtitle: Karlsruhe Institute of Technology •\n",
      "Course Location: Karlsruhe\n",
      "Subject: Computer Science\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: EUR 7,500\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4553/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Information Technology\n",
      "Course Subtitle: OWL University of Applied Sciences and Arts •\n",
      "Course Location: Lemgo\n",
      "Subject: Computer Science\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters, 8 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3632/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Information Technology (IT)\n",
      "Course Subtitle: Frankfurt University of Applied Sciences •\n",
      "Course Location: Frankfurt am Main\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3904/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Information Technology – INFOTECH\n",
      "Course Subtitle: University of Stuttgart •\n",
      "Course Location: Stuttgart\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: varied\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3677/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Integrated Urban Development and Design\n",
      "Course Subtitle: Bauhaus-Universität Weimar •\n",
      "Course Location: Weimar\n",
      "Subject: Town and Country Planning\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3654/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Integrated Urbanism and Sustainable Design (IUSD)\n",
      "Course Subtitle: University of Stuttgart •\n",
      "Course Location: Stuttgart\n",
      "Subject: Town and Country Planning\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: varied\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4499/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Integrated Water Resources Management (Master of Science)\n",
      "Course Subtitle: Technische Hochschule Köln (University of Applied Sciences) •\n",
      "Course Location: Köln\n",
      "Subject: Civil Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4523/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Integrated Water Resources Management (MSc Joint Exchange Programme, Focus on Middle East and Northern Africa)\n",
      "Course Subtitle: Technische Hochschule Köln (University of Applied Sciences) •\n",
      "Course Location: Köln\n",
      "Subject: Civil Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3924/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Integrative Technologies and Architectural Design Research (ITECH)\n",
      "Course Subtitle: University of Stuttgart •\n",
      "Course Location: Stuttgart\n",
      "Subject: Architecture\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: varied\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4440/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Intercultural Leadership and Technology\n",
      "Course Subtitle: Clausthal University of Technology •\n",
      "Course Location: Clausthal-Zellerfeld\n",
      "Subject: Business and Economics\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: EUR 2,880\n",
      "Language: English\n",
      "Duration: 4 semesters, 7 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/8396/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: International Automotive Engineering (MEng)\n",
      "Course Subtitle: Technische Hochschule Ingolstadt •\n",
      "Course Location: Ingolstadt\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: EUR 500\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/6092/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: International Business and Engineering (MEng)\n",
      "Course Subtitle: SRH Universities •\n",
      "Course Location: Heidelberg\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: EUR 6,450\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4293/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: International Energy Engineering (MEng), full-time\n",
      "Course Subtitle: Ostbayerische Technische Hochschule Amberg-Weiden (OTH) •\n",
      "Course Location: Amberg\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/7704/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: International Maritime Management, MSc (Distance Education)\n",
      "Course Subtitle: Jade University of Applied Sciences Wilhelmshaven/Oldenburg/Elsfleth •\n",
      "Course Location: Elsfleth\n",
      "Subject: Transport Engineering, Nautical Science\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: None\n",
      "Language: English\n",
      "Duration: 5 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/6979/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: International Master of Landscape Architecture (IMLA)\n",
      "Course Subtitle: Nürtingen-Geislingen University •\n",
      "Course Location: Nürtingen\n",
      "Subject: Land Management, Environmental Architecture\n",
      "Beginning: Summer semester\n",
      "Tuition fees per semester: EUR 750\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3865/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: International Master of Science in Advanced Mineral Resources Development (AMRD)\n",
      "Course Subtitle: TU Bergakademie Freiberg •\n",
      "Course Location: Freiberg\n",
      "Subject: Mining, Metallurgy\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: None\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4452/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: International Master of Science in Sustainable and Innovative Natural Resource Management (SINReM)\n",
      "Course Subtitle: TU Bergakademie Freiberg •\n",
      "Course Location: Freiberg\n",
      "Subject: Mathematics, Natural Sciences in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: varied\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4851/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: International Master of Science in Water Resources and Environmental Management (WATENV)\n",
      "Course Subtitle: Leibniz University Hannover •\n",
      "Course Location: Hannover\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4124/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: International Master's in Biomedical Engineering (BME)\n",
      "Course Subtitle: Anhalt University of Applied Sciences •\n",
      "Course Location: Köthen / Anhalt\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/7599/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: International Master's in Groundwater Management\n",
      "Course Subtitle: TU Bergakademie Freiberg •\n",
      "Course Location: Freiberg\n",
      "Subject: Mining, Metallurgy\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4271/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: International Master's in Landscape Architecture (IMLA)\n",
      "Course Subtitle: Weihenstephan-Triesdorf University of Applied Sciences •\n",
      "Course Location: Freising\n",
      "Subject: Land Management, Environmental Architecture\n",
      "Beginning: Summer semester\n",
      "Tuition fees per semester: varied\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3896/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: International Master's Programme in Advanced Computational and Civil Engineering Structural Studies (ACCESS)\n",
      "Course Subtitle: Dresden University of Technology •\n",
      "Course Location: Dresden\n",
      "Subject: Civil Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4132/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: International Master's Programme in Infrastructure Planning – MIP\n",
      "Course Subtitle: University of Stuttgart •\n",
      "Course Location: Stuttgart\n",
      "Subject: Civil Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: varied\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3786/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: International Master's Programme in Smart City Solutions\n",
      "Course Subtitle: Hochschule für Technik Stuttgart - University of Applied Sciences •\n",
      "Course Location: Stuttgart\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: EUR 3,333\n",
      "Language: English\n",
      "Duration: 3 semesters, 5 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/7229/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: International Max Planck Research School Physics of Light (IMPRS-PL)\n",
      "Course Subtitle: Max Planck Institute for the Science of Light •\n",
      "Course Location: Erlangen\n",
      "Subject: Physics, Astronomy\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4751/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: International Product and Service Management (IPM)\n",
      "Course Subtitle: Ansbach University of Applied Sciences •\n",
      "Course Location: Ansbach\n",
      "Subject: Business and Economics\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4616/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Internet of Things (IoT) and Smart Systems\n",
      "Course Subtitle: Westsächsische Hochschule Zwickau - University of Applied Sciences Zwickau •\n",
      "Course Location: Zwickau\n",
      "Subject: Computer Science\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/8382/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: IT Engineering (MSc)\n",
      "Course Subtitle: Fachhochschule Wedel University of Applied Sciences •\n",
      "Course Location: Wedel (Holstein)\n",
      "Subject: Computer Science\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: EUR 2,370\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4632/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Joint International Master's Programme in Sustainable Development\n",
      "Course Subtitle: Leipzig University •\n",
      "Course Location: Leipzig\n",
      "Subject: Law, Economics and Social Sciences in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: EUR 800\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4066/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Landscape Studies and Greenspace Management\n",
      "Course Subtitle: Neubrandenburg University of Applied Sciences •\n",
      "Course Location: Neubrandenburg\n",
      "Subject: Architecture\n",
      "Beginning: Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 2 semesters, 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4730/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Lasers and Photonics (Master of Science)\n",
      "Course Subtitle: Ruhr-Universität Bochum •\n",
      "Course Location: Bochum\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4365/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Logistics and Supply Chain Management (LSCM)\n",
      "Course Subtitle: Technical University of Applied Sciences Wildau •\n",
      "Course Location: Wildau\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: None\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/6229/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: MA Interior Architecture / Interior Design\n",
      "Course Subtitle: Berlin International University of Applied Sciences •\n",
      "Course Location: Berlin\n",
      "Subject: Design\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: varied\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/8474/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: MA Interior Design\n",
      "Course Subtitle: Berlin International University of Applied Sciences •\n",
      "Course Location: Berlin\n",
      "Subject: Design\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: varied\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/6164/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Management and Engineering in Computer-Aided Mechanical Engineering (MME-CAME)\n",
      "Course Subtitle: RWTH Aachen University •\n",
      "Course Location: Aachen\n",
      "Subject: Mechanical Engineering / Process Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: EUR 6,000\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4598/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Management and Engineering in Production Systems (MME-PS)\n",
      "Course Subtitle: RWTH Aachen University •\n",
      "Course Location: Aachen\n",
      "Subject: Mechanical Engineering / Process Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: EUR 6,000\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4362/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Management of Product Development (MSc, Executive) at HECTOR School\n",
      "Course Subtitle: Karlsruhe Institute of Technology •\n",
      "Course Location: Karlsruhe\n",
      "Subject: Mechanical Engineering / Process Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: EUR 7,500\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4550/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Maritime Operations\n",
      "Course Subtitle: University of Applied Sciences Emden/Leer •\n",
      "Course Location: Leer (Ostfriesland)\n",
      "Subject: Transport Engineering, Nautical Science\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4807/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master Environmental Engineering (MEng)\n",
      "Course Subtitle: Hochschule für Technik und Wirtschaft Dresden – University of Applied Sciences •\n",
      "Course Location: Dresden\n",
      "Subject: Civil Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4761/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master in Integrated Design (MID)\n",
      "Course Subtitle: OWL University of Applied Sciences and Arts •\n",
      "Course Location: Detmold\n",
      "Subject: Architecture\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/5347/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master Materials Science and Engineering (MSc)\n",
      "Course Subtitle: FH Münster University of Applied Sciences •\n",
      "Course Location: Steinfurt\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4873/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Arts in Integrated Design\n",
      "Course Subtitle: Anhalt University of Applied Sciences •\n",
      "Course Location: Dessau-Roßlau\n",
      "Subject: Design\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: EUR 800\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4057/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Aviation Management (AVIMA)\n",
      "Course Subtitle: Technical University of Applied Sciences Wildau •\n",
      "Course Location: Wildau\n",
      "Subject: Business and Economics\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: EUR 2,750\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3821/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Biomedical Engineering (BME)\n",
      "Course Subtitle: Furtwangen University •\n",
      "Course Location: Villingen-Schwenningen\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: EUR 1,500\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3840/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Business Administration (MBA) Renewables\n",
      "Course Subtitle: Berliner Hochschule für Technik •\n",
      "Course Location: Berlin\n",
      "Subject: Business and Economics\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: EUR 3,960\n",
      "Language: English\n",
      "Duration: 5 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4296/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Business Administration and Engineering (MBA&E)\n",
      "Course Subtitle: HTW Berlin University of Applied Sciences •\n",
      "Course Location: Berlin\n",
      "Subject: Industrial Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: EUR 4,167\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3800/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Engineering in Aeronautical Management\n",
      "Course Subtitle: Bremen University of Applied Sciences •\n",
      "Course Location: Bremen\n",
      "Subject: Business and Economics\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: None\n",
      "Language: English\n",
      "Duration: 2 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/7700/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Engineering in Paper Technology\n",
      "Course Subtitle: Hochschule München University of Applied Sciences •\n",
      "Course Location: München\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: varied\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3627/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Landscape Architecture (MLA)\n",
      "Course Subtitle: Anhalt University of Applied Sciences •\n",
      "Course Location: Bernburg / Saale\n",
      "Subject: Land Management, Environmental Architecture\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: EUR 850\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4199/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Advanced Materials and Manufacturing (Research Master's)\n",
      "Course Subtitle: Aalen University •\n",
      "Course Location: Aalen\n",
      "Subject: Mechanical Engineering / Process Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: varied\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/8980/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Aerospace Engineering\n",
      "Course Subtitle: Technical University of Munich •\n",
      "Course Location: Singapore\n",
      "Subject: Mechanical Engineering / Process Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: None\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3965/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Aerospace Engineering\n",
      "Course Subtitle: Technical University of Darmstadt •\n",
      "Course Location: Darmstadt\n",
      "Subject: Transport Engineering, Nautical Science\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/7775/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Aerospace Engineering (MSc)\n",
      "Course Subtitle: FH Aachen University of Applied Sciences •\n",
      "Course Location: Aachen\n",
      "Subject: Mechanical Engineering / Process Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3854/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Applied Photonics\n",
      "Course Subtitle: Aalen University •\n",
      "Course Location: Aalen\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: varied\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/9130/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Applied Statistics\n",
      "Course Subtitle: Trier University •\n",
      "Course Location: Trier\n",
      "Subject: Law, Economics and Social Sciences in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4679/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Automotive Engineering\n",
      "Course Subtitle: RWTH Aachen University •\n",
      "Course Location: Aachen\n",
      "Subject: Mechanical Engineering / Process Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4599/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Biotechnology (MBT)\n",
      "Course Subtitle: Offenburg University of Applied Sciences •\n",
      "Course Location: Offenburg\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: varied\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/5240/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Cartography\n",
      "Course Subtitle: Technical University of Munich •\n",
      "Course Location: München\n",
      "Subject: Surveying\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: None\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4200/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Chemical Engineering\n",
      "Course Subtitle: Ulm University •\n",
      "Course Location: Ulm\n",
      "Subject: Mechanical Engineering / Process Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: varied\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4692/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Communication and Information Technology\n",
      "Course Subtitle: Ulm University •\n",
      "Course Location: Ulm\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Summer semester\n",
      "Tuition fees per semester: varied\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3793/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Communication and Media Engineering (CME)\n",
      "Course Subtitle: Offenburg University of Applied Sciences •\n",
      "Course Location: Offenburg\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: varied\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3771/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Communications and Electronics Engineering (MSCE)\n",
      "Course Subtitle: Technical University of Munich •\n",
      "Course Location: München\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3768/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Computer Engineering\n",
      "Course Subtitle: Paderborn University •\n",
      "Course Location: Paderborn\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/5625/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Data Engineering\n",
      "Course Subtitle: Constructor University •\n",
      "Course Location: Bremen\n",
      "Subject: Computer Science\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: EUR 10,000\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4653/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Data Science\n",
      "Course Subtitle: Trier University •\n",
      "Course Location: Trier\n",
      "Subject: Mathematics, Natural Sciences in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/5351/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Earth-Oriented Space Science and Technology (ESPACE)\n",
      "Course Subtitle: Technical University of Munich •\n",
      "Course Location: München\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3777/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Electrical and Information Engineering\n",
      "Course Subtitle: Kiel University •\n",
      "Course Location: Kiel\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/6159/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Embedded Systems Engineering\n",
      "Course Subtitle: University of Freiburg •\n",
      "Course Location: Freiburg im Breisgau\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: varied\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4360/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Energy Science and Technology\n",
      "Course Subtitle: Ulm University •\n",
      "Course Location: Ulm\n",
      "Subject: Chemistry\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: varied\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3948/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Engineering Physics\n",
      "Course Subtitle: Carl von Ossietzky University of Oldenburg •\n",
      "Course Location: Oldenburg\n",
      "Subject: Physics, Astronomy\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3746/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Enterprise and IT Security (ENITS)\n",
      "Course Subtitle: Offenburg University of Applied Sciences •\n",
      "Course Location: Offenburg\n",
      "Subject: Computer Science\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: varied\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/5576/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Environmental Engineering\n",
      "Course Subtitle: Technical University of Munich •\n",
      "Course Location: München\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4185/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Geodesy and Geoinformatics, Specialisation Hydrography\n",
      "Course Subtitle: HafenCity University Hamburg •\n",
      "Course Location: Hamburg\n",
      "Subject: Surveying\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4254/\n",
      "\n",
      "\n",
      "extracting from page:  2\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Global Engineering and Management\n",
      "Course Subtitle: Technische Hochschule Ingolstadt •\n",
      "Course Location: Ingolstadt\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: EUR 2,475\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/8589/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Global Logistics and Supply Chain Management\n",
      "Course Subtitle: Kühne Logistics University •\n",
      "Course Location: Hamburg\n",
      "Subject: Business and Economics\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: EUR 7,390\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4246/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Green Electronics\n",
      "Course Subtitle: Technical University of Munich •\n",
      "Course Location: Singapore\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: None\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3927/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Integrated Circuit Design\n",
      "Course Subtitle: Technical University of Munich •\n",
      "Course Location: Singapore\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: None\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3926/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in International Automotive Engineering\n",
      "Course Subtitle: FH Aachen University of Applied Sciences •\n",
      "Course Location: Aachen\n",
      "Subject: Transport Engineering, Nautical Science\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3823/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Manufacturing Technology (MMT)\n",
      "Course Subtitle: TU Dortmund University •\n",
      "Course Location: Dortmund\n",
      "Subject: Mechanical Engineering / Process Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4300/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Materials Science\n",
      "Course Subtitle: Paderborn University •\n",
      "Course Location: Paderborn\n",
      "Subject: Mathematics, Natural Sciences in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4526/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Materials Science\n",
      "Course Subtitle: Technical University of Darmstadt •\n",
      "Course Location: Darmstadt\n",
      "Subject: Physics, Astronomy\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4808/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Materials Science and Engineering\n",
      "Course Subtitle: Kiel University •\n",
      "Course Location: Kiel\n",
      "Subject: Mathematics, Natural Sciences in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/6086/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Materials Science and Engineering (MSC-MS&E)\n",
      "Course Subtitle: Technical University of Munich •\n",
      "Course Location: München\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: varied\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/9047/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Mechatronics\n",
      "Course Subtitle: FH Aachen University of Applied Sciences •\n",
      "Course Location: Aachen\n",
      "Subject: Mechanical Engineering / Process Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3697/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Medical Photonics\n",
      "Course Subtitle: Friedrich Schiller University Jena •\n",
      "Course Location: Jena\n",
      "Subject: Medicine in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4708/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Micro- and Nanotechnologies\n",
      "Course Subtitle: Technische Universität Ilmenau •\n",
      "Course Location: Ilmenau\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4823/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Microsystems Engineering\n",
      "Course Subtitle: University of Freiburg •\n",
      "Course Location: Freiburg im Breisgau\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: varied\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3914/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Nuclear Applications (MNA)\n",
      "Course Subtitle: FH Aachen University of Applied Sciences •\n",
      "Course Location: Jülich\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3810/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Optoelectronics & Photonics\n",
      "Course Subtitle: Paderborn University •\n",
      "Course Location: Paderborn\n",
      "Subject: Physics, Astronomy\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4525/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Photonics\n",
      "Course Subtitle: Friedrich Schiller University Jena •\n",
      "Course Location: Jena\n",
      "Subject: Physics, Astronomy\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3880/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Photonics\n",
      "Course Subtitle: Hochschule München University of Applied Sciences •\n",
      "Course Location: München\n",
      "Subject: Physics, Astronomy\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters, 6 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/7861/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Polymer Materials Science\n",
      "Course Subtitle: Martin Luther University Halle-Wittenberg •\n",
      "Course Location: Halle (Saale)\n",
      "Subject: Mathematics, Natural Sciences in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3605/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Polymer Technology\n",
      "Course Subtitle: Aalen University •\n",
      "Course Location: Aalen\n",
      "Subject: Mechanical Engineering / Process Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: varied\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3701/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Power Engineering (MSC-PE)\n",
      "Course Subtitle: Technical University of Munich •\n",
      "Course Location: München\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: varied\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/8446/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Process Engineering\n",
      "Course Subtitle: Hamburg University of Applied Sciences •\n",
      "Course Location: Hamburg\n",
      "Subject: Mechanical Engineering / Process Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/6243/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Process Engineering (MPE)\n",
      "Course Subtitle: Offenburg University of Applied Sciences •\n",
      "Course Location: Offenburg\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: varied\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4030/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Quantum Engineering\n",
      "Course Subtitle: Ulm University •\n",
      "Course Location: Ulm\n",
      "Subject: Physics, Astronomy\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: varied\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/8349/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Rail, Transport and Logistics\n",
      "Course Subtitle: Technical University of Munich •\n",
      "Course Location: Singapore\n",
      "Subject: Transport Engineering, Nautical Science\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: None\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3828/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Scientific Instrumentation\n",
      "Course Subtitle: University of Applied Sciences Jena •\n",
      "Course Location: Jena\n",
      "Subject: Physics, Astronomy\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3796/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Smart Systems (SMA)\n",
      "Course Subtitle: Furtwangen University •\n",
      "Course Location: Furtwangen im Schwarzwald\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: EUR 1,500\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4301/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Supply Chain Management (SCM)\n",
      "Course Subtitle: Constructor University •\n",
      "Course Location: Bremen\n",
      "Subject: Business and Economics\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: EUR 10,000\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4240/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Transnational Ecosystem-Based Water Management (TWM)\n",
      "Course Subtitle: University of Duisburg-Essen •\n",
      "Course Location: Essen\n",
      "Subject: Earth Sciences (excluding Geography)\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: EUR 1,105\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3825/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Water Science\n",
      "Course Subtitle: University of Duisburg-Essen •\n",
      "Course Location: Essen\n",
      "Subject: Chemistry\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3897/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Science in Wood Technology\n",
      "Course Subtitle: Rosenheim Technical University of Applied Sciences •\n",
      "Course Location: Rosenheim\n",
      "Subject: Forestry, Wood Economics\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters, 6 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/5281/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Software Engineering for Embedded Systems (DISC)\n",
      "Course Subtitle: RPTU University of Kaiserslautern-Landau •\n",
      "Course Location: Kaiserslautern\n",
      "Subject: Computer Science\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: EUR 2,450\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3841/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Space Engineering (MSE)\n",
      "Course Subtitle: Technische Universität Berlin •\n",
      "Course Location: Berlin\n",
      "Subject: Engineering in general\n",
      "Beginning: Summer semester\n",
      "Tuition fees per semester: EUR 6,248\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/5510/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Sustainable Mining and Remediation Management (MoRe)\n",
      "Course Subtitle: TU Bergakademie Freiberg •\n",
      "Course Location: Freiberg\n",
      "Subject: Mining, Metallurgy\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4446/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master of Urban Management\n",
      "Course Subtitle: Technische Universität Berlin •\n",
      "Course Location: Berlin\n",
      "Subject: Town and Country Planning\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: EUR 3,667\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3798/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master Transformation (MBA)\n",
      "Course Subtitle: Technical University of Applied Sciences Würzburg-Schweinfurt (THWS) •\n",
      "Course Location: Schweinfurt\n",
      "Subject: Business and Economics\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: EUR 5,500\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/8597/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master's Degree Course in Electronics Engineering\n",
      "Course Subtitle: Bremen University of Applied Sciences •\n",
      "Course Location: Bremen\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: varied\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3752/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master's in Architecture Typology\n",
      "Course Subtitle: Technische Universität Berlin •\n",
      "Course Location: Berlin\n",
      "Subject: Architecture\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/5410/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master's in Automotive Production Engineering (MAPE)\n",
      "Course Subtitle: Technische Hochschule Ingolstadt •\n",
      "Course Location: Ingolstadt\n",
      "Subject: Mechanical Engineering / Process Engineering\n",
      "Beginning: Summer semester\n",
      "Tuition fees per semester: EUR 500\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4403/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master's in Construction and Real Estate Management (ConREM)\n",
      "Course Subtitle: HTW Berlin University of Applied Sciences •\n",
      "Course Location: Berlin\n",
      "Subject: Civil Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3814/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master's in Embedded Systems Engineering (ESE)\n",
      "Course Subtitle: Dortmund University of Applied Sciences and Arts •\n",
      "Course Location: Dortmund\n",
      "Subject: Computer Science\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4513/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master's in Industrial Informatics – Specialisation Industrial Cyber-Physical Systems\n",
      "Course Subtitle: University of Applied Sciences Emden/Leer •\n",
      "Course Location: Emden\n",
      "Subject: Computer Science\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4775/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master's in Micro- and Nanotechnology\n",
      "Course Subtitle: Hochschule München University of Applied Sciences •\n",
      "Course Location: München\n",
      "Subject: Mathematics, Natural Sciences in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters, 6 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4814/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Master's Mathematics in Science and Engineering\n",
      "Course Subtitle: Technical University of Munich •\n",
      "Course Location: Garching b. München\n",
      "Subject: Mathematics, Natural Sciences in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3964/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Materials Engineering (International Profile)\n",
      "Course Subtitle: RWTH Aachen University •\n",
      "Course Location: Aachen\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/8271/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Materials Science and Engineering (MSc)\n",
      "Course Subtitle: Karlsruhe Institute of Technology •\n",
      "Course Location: Karlsruhe\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: None\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/6908/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Materials Science and Simulation\n",
      "Course Subtitle: Ruhr-Universität Bochum •\n",
      "Course Location: Bochum\n",
      "Subject: Mechanical Engineering / Process Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4234/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Mechanical and Process Engineering\n",
      "Course Subtitle: TU Bergakademie Freiberg •\n",
      "Course Location: Freiberg\n",
      "Subject: Mechanical Engineering / Process Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/7028/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Mechanical Engineering, MSc\n",
      "Course Subtitle: Technische Hochschule Lübeck •\n",
      "Course Location: Lübeck\n",
      "Subject: Mechanical Engineering / Process Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4352/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Mechanical Engineering, MSc\n",
      "Course Subtitle: Rhine-Waal University of Applied Sciences •\n",
      "Course Location: Kleve\n",
      "Subject: Mechanical Engineering / Process Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4492/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Mechanical Engineering/Mechatronics (MSc)\n",
      "Course Subtitle: Kaiserslautern University of Applied Sciences •\n",
      "Course Location: Kaiserslautern\n",
      "Subject: Mechanical Engineering / Process Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4202/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Mechanical Engineering: Sustainable Energy Systems und Circular Process Engineering (MSc)\n",
      "Course Subtitle: Ruhr-Universität Bochum •\n",
      "Course Location: Bochum\n",
      "Subject: Mechanical Engineering / Process Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/9113/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Mechatronics\n",
      "Course Subtitle: University of Applied Sciences Ravensburg-Weingarten •\n",
      "Course Location: Weingarten\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: EUR 1,500\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3633/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Mechatronics\n",
      "Course Subtitle: University of Siegen •\n",
      "Course Location: Siegen\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3782/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Mechatronics and Robotics (MEng)\n",
      "Course Subtitle: Schmalkalden University of Applied Sciences •\n",
      "Course Location: Schmalkalden\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/6347/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Medical Engineering – Branches of Study: Medical Image and Data Processing | Health and Medical Data Analytics & Entrepreneurship | Medical Robotics\n",
      "Course Subtitle: FAU Erlangen-Nürnberg •\n",
      "Course Location: Erlangen\n",
      "Subject: Computer Science\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4407/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Medical Microtechnology (MSc)\n",
      "Course Subtitle: Technische Hochschule Lübeck •\n",
      "Course Location: Lübeck\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/7173/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Medical Systems Engineering (MSE)\n",
      "Course Subtitle: Otto von Guericke University Magdeburg •\n",
      "Course Location: Magdeburg\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/6905/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: MEng Artificial Intelligence for Smart Sensors and Actuators\n",
      "Course Subtitle: Deggendorf Institute of Technology •\n",
      "Course Location: Cham\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/7691/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: MEng Business Engineering\n",
      "Course Subtitle: Technical University of Applied Sciences Würzburg-Schweinfurt (THWS) •\n",
      "Course Location: Schweinfurt\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/8604/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: MEng Master of Healthy and Sustainable Buildings\n",
      "Course Subtitle: Deggendorf Institute of Technology •\n",
      "Course Location: Pfarrkirchen\n",
      "Subject: Engineering in general\n",
      "Beginning: Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/5623/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: MEng Mechatronic and Cyber-Physical Systems\n",
      "Course Subtitle: Deggendorf Institute of Technology •\n",
      "Course Location: Cham\n",
      "Subject: Mechanical Engineering / Process Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/5378/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Metallic Materials Technology\n",
      "Course Subtitle: TU Bergakademie Freiberg •\n",
      "Course Location: Freiberg\n",
      "Subject: Mining, Metallurgy\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/5232/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Micro and Nano Systems\n",
      "Course Subtitle: Chemnitz University of Technology •\n",
      "Course Location: Chemnitz\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4103/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Micro- and Nanoelectronics – Master's Study Programme\n",
      "Course Subtitle: RWTH Aachen University •\n",
      "Course Location: Aachen\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4811/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Microelectronics and Microsystems\n",
      "Course Subtitle: Hamburg University of Technology •\n",
      "Course Location: Hamburg\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3751/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Mining Engineering (MSc)\n",
      "Course Subtitle: Clausthal University of Technology •\n",
      "Course Location: Clausthal-Zellerfeld\n",
      "Subject: Mining, Metallurgy\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4505/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Mobility Systems Engineering & Management (MSc, Executive) at HECTOR School\n",
      "Course Subtitle: Karlsruhe Institute of Technology •\n",
      "Course Location: Karlsruhe\n",
      "Subject: Mechanical Engineering / Process Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: EUR 7,500\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4554/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Molecular Bioengineering\n",
      "Course Subtitle: Dresden University of Technology •\n",
      "Course Location: Dresden\n",
      "Subject: Biology\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3613/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: MSc Advanced (Systems) Engineering & Engineering Management\n",
      "Course Subtitle: South Westphalia University of Applied Sciences •\n",
      "Course Location: Soest\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4062/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: MSc Advanced Materials and Processes (MAP)\n",
      "Course Subtitle: FAU Erlangen-Nürnberg •\n",
      "Course Location: Erlangen\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3762/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: MSc Advanced Optical Technologies (MAOT)\n",
      "Course Subtitle: FAU Erlangen-Nürnberg •\n",
      "Course Location: Erlangen\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4046/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: MSc Applied Geosciences – Energy & Mineral Resources (EMR)\n",
      "Course Subtitle: RWTH Aachen University •\n",
      "Course Location: Aachen\n",
      "Subject: Earth Sciences (excluding Geography)\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4570/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: MSc Applied Geosciences: Sustainable Energy, Resources & Storage (ERS)\n",
      "Course Subtitle: Karlsruhe Institute of Technology •\n",
      "Course Location: Karlsruhe\n",
      "Subject: Earth Sciences (excluding Geography)\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: EUR 1,500\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/7847/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: MSc Artificial Intelligence\n",
      "Course Subtitle: Technical University of Applied Sciences Würzburg-Schweinfurt (THWS) •\n",
      "Course Location: Würzburg\n",
      "Subject: Computer Science\n",
      "Beginning: Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/7852/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: MSc Autonomy Technologies\n",
      "Course Subtitle: FAU Erlangen-Nürnberg •\n",
      "Course Location: Erlangen\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/8925/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: MSc Electrical Engineering and Information Technology\n",
      "Course Subtitle: Deggendorf Institute of Technology •\n",
      "Course Location: Deggendorf\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3833/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: MSc Electromobility – ACES\n",
      "Course Subtitle: FAU Erlangen-Nürnberg •\n",
      "Course Location: Erlangen\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/8296/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: MSc Human Technology in Sports and Medicine\n",
      "Course Subtitle: German Sport University Cologne •\n",
      "Course Location: Köln\n",
      "Subject: Sport\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/5487/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: MSc Industrial Engineering\n",
      "Course Subtitle: FOM International University •\n",
      "Course Location: Essen\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: EUR 5,833\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/9005/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: MSc Management and Engineering in Technology, Innovation, Marketing and Entrepreneurship (MME TIME)\n",
      "Course Subtitle: RWTH Aachen University •\n",
      "Course Location: Aachen\n",
      "Subject: Business and Economics\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: EUR 10,000\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4757/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: MSc Management and Engineering in Technology, Innovation, Marketing and Entrepreneurship (MME TIME) – part-time\n",
      "Course Subtitle: RWTH Aachen University •\n",
      "Course Location: Aachen\n",
      "Subject: Business and Economics\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: None\n",
      "Language: English\n",
      "Duration: 6 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4875/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: MSc Materials Science and Engineering\n",
      "Course Subtitle: FAU Erlangen-Nürnberg •\n",
      "Course Location: Erlangen\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/8297/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: MSc Mineral Resources Engineering – Specialisation: Repository Safety\n",
      "Course Subtitle: RWTH Aachen University •\n",
      "Course Location: Aachen\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/8462/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: MSc Nanotechnology\n",
      "Course Subtitle: FAU Erlangen-Nürnberg •\n",
      "Course Location: Erlangen\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/8298/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: MSc Pharmaceutical Biotechnology\n",
      "Course Subtitle: Hamburg University of Applied Sciences •\n",
      "Course Location: Hamburg\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4027/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: MSc Photovoltaics Engineering Science\n",
      "Course Subtitle: Anhalt University of Applied Sciences •\n",
      "Course Location: Köthen / Anhalt\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/6900/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: MSc Remote Sensing, geoInformation, and Visualisation (RSIV)\n",
      "Course Subtitle: University of Potsdam •\n",
      "Course Location: Potsdam\n",
      "Subject: Earth Sciences (excluding Geography)\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4855/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: MSc Renewable Energy and Energy Efficiency for the Middle East and North Africa (MENA) Region (REMENA)\n",
      "Course Subtitle: University of Kassel •\n",
      "Course Location: Kassel\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: EUR 2,500\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4412/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: MSc Renewable Energy Systems\n",
      "Course Subtitle: Hamburg University of Applied Sciences •\n",
      "Course Location: Hamburg\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4059/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Nanoelectronic Systems\n",
      "Course Subtitle: Dresden University of Technology •\n",
      "Course Location: Dresden\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4257/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Nanoscience and Nanotechnology\n",
      "Course Subtitle: University of Siegen •\n",
      "Course Location: Siegen\n",
      "Subject: Mathematics, Natural Sciences in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4872/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Natural Hazards and Risks in Structural Engineering (NHRE)\n",
      "Course Subtitle: Bauhaus-Universität Weimar •\n",
      "Course Location: Weimar\n",
      "Subject: Civil Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3612/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Natural Resources Management and Development (Master of Science)\n",
      "Course Subtitle: Technische Hochschule Köln (University of Applied Sciences) •\n",
      "Course Location: Köln\n",
      "Subject: Land Management, Environmental Architecture\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4189/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Neural Engineering (MSc)\n",
      "Course Subtitle: htw saar - University of Applied Sciences •\n",
      "Course Location: Saarbrücken\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/6567/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Non-Destructive Testing (MSc)\n",
      "Course Subtitle: Dresden International University •\n",
      "Course Location: Dresden\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: EUR 5,370\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4743/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Online MSc Wind Energy Systems\n",
      "Course Subtitle: University of Kassel •\n",
      "Course Location: Kassel\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: EUR 2,000\n",
      "Language: English\n",
      "Duration: 7 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4654/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Operational Excellence (MBA and Eng)\n",
      "Course Subtitle: Hof University of Applied Sciences •\n",
      "Course Location: Hof\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: EUR 3,300\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4664/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Optical Technologies - Photonics and Laser Technology\n",
      "Course Subtitle: Leibniz University Hannover •\n",
      "Course Location: Hannover\n",
      "Subject: Physics, Astronomy\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4651/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Organic and Molecular Electronics (OME)\n",
      "Course Subtitle: Dresden University of Technology •\n",
      "Course Location: Dresden\n",
      "Subject: Physics, Astronomy\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4388/\n",
      "\n",
      "\n",
      "extracting from page:  3\n",
      "Course Type: Master's degree •\n",
      "Course Title: Photogrammetry and Geoinformatics\n",
      "Course Subtitle: Hochschule für Technik Stuttgart - University of Applied Sciences •\n",
      "Course Location: Stuttgart\n",
      "Subject: Surveying\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: varied\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/6963/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Physics of Life\n",
      "Course Subtitle: Dresden University of Technology •\n",
      "Course Location: Dresden\n",
      "Subject: Physics, Astronomy\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3829/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Power Engineering\n",
      "Course Subtitle: Brandenburg University of Technology Cottbus-Senftenberg •\n",
      "Course Location: Cottbus\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3883/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Process Engineering and Energy Technology\n",
      "Course Subtitle: Bremerhaven University of Applied Sciences •\n",
      "Course Location: Bremerhaven\n",
      "Subject: Mechanical Engineering / Process Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4068/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Process Safety and Environmental Engineering (PSEE)\n",
      "Course Subtitle: Otto von Guericke University Magdeburg •\n",
      "Course Location: Magdeburg\n",
      "Subject: Mechanical Engineering / Process Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4707/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Process, Energy, and Environmental Systems Engineering (PEESE)\n",
      "Course Subtitle: Technische Universität Berlin •\n",
      "Course Location: Berlin\n",
      "Subject: Mechanical Engineering / Process Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/9245/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Production & Operations Management (MSc, Executive) at HECTOR School\n",
      "Course Subtitle: Karlsruhe Institute of Technology •\n",
      "Course Location: Karlsruhe\n",
      "Subject: Mechanical Engineering / Process Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: EUR 7,500\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4555/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Quantum Engineering (Master of Science)\n",
      "Course Subtitle: Leibniz University Hannover •\n",
      "Course Location: Hannover\n",
      "Subject: Physics, Astronomy\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/8284/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Quantum Science\n",
      "Course Subtitle: University of Siegen •\n",
      "Course Location: Siegen\n",
      "Subject: Mathematics, Natural Sciences in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/8336/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Quantum Technologies\n",
      "Course Subtitle: RPTU University of Kaiserslautern-Landau •\n",
      "Course Location: Kaiserslautern\n",
      "Subject: Physics, Astronomy\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: EUR 1,990\n",
      "Language: English\n",
      "Duration: 6 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/9213/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Quantum Technologies in Electrical and Computer Engineering (QTEC)\n",
      "Course Subtitle: Technische Universität Braunschweig •\n",
      "Course Location: Braunschweig\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/8958/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Railway Systems Engineering\n",
      "Course Subtitle: RWTH Aachen University •\n",
      "Course Location: Aachen\n",
      "Subject: Transport Engineering, Nautical Science\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4881/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Redesigning the Post-Industrial City (RePIC)\n",
      "Course Subtitle: Ruhr-Universität Bochum •\n",
      "Course Location: Bochum\n",
      "Subject: Town and Country Planning\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: varied\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/8960/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Refinement of Polymer and Composite Products\n",
      "Course Subtitle: Kaiserslautern University of Applied Sciences •\n",
      "Course Location: Pirmasens\n",
      "Subject: Mechanical Engineering / Process Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4398/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Remote Sensing and Geoinformatics\n",
      "Course Subtitle: Karlsruhe Institute of Technology •\n",
      "Course Location: Karlsruhe\n",
      "Subject: Earth Sciences (excluding Geography)\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: EUR 1,500\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/6163/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Renewable Energy and E-Mobility (REEM)\n",
      "Course Subtitle: Stralsund University of Applied Sciences •\n",
      "Course Location: Stralsund\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters, 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/6455/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Renewable Energy Management (Master of Science)\n",
      "Course Subtitle: Technische Hochschule Köln (University of Applied Sciences) •\n",
      "Course Location: Köln\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4520/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Renewable Energy Master of Engineering (MEng)\n",
      "Course Subtitle: Frankfurt University of Applied Sciences •\n",
      "Course Location: Frankfurt am Main\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters, 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/8344/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Renewable Energy Systems\n",
      "Course Subtitle: Nordhausen University of Applied Sciences •\n",
      "Course Location: Nordhausen\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters, 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/9011/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Renewable Energy Systems (RES)\n",
      "Course Subtitle: Technische Hochschule Ingolstadt •\n",
      "Course Location: Ingolstadt\n",
      "Subject: Mechanical Engineering / Process Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: EUR 500\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4685/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Research in Media Engineering MSc Programme\n",
      "Course Subtitle: Technische Universität Ilmenau •\n",
      "Course Location: Ilmenau\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4147/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Resilient Civil Engineering (RCE)\n",
      "Course Subtitle: RWTH Aachen University •\n",
      "Course Location: Aachen\n",
      "Subject: Civil Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: EUR 6,000\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/8967/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Resource Efficiency in Architecture and Planning (REAP)\n",
      "Course Subtitle: HafenCity University Hamburg •\n",
      "Course Location: Hamburg\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4061/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Road Traffic Engineering\n",
      "Course Subtitle: Westsächsische Hochschule Zwickau - University of Applied Sciences Zwickau •\n",
      "Course Location: Zwickau\n",
      "Subject: Transport Engineering, Nautical Science\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4793/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Robotic Systems Engineering (RoboSys)\n",
      "Course Subtitle: RWTH Aachen University •\n",
      "Course Location: Aachen\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: EUR 6,000\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4819/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Scientific Computing (Elite Network of Bavaria)\n",
      "Course Subtitle: University of Bayreuth •\n",
      "Course Location: Bayreuth\n",
      "Subject: Mathematics\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/5244/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Sensor Systems Technology (SSTM)\n",
      "Course Subtitle: Karlsruhe University of Applied Sciences •\n",
      "Course Location: Karlsruhe\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Summer semester\n",
      "Tuition fees per semester: varied\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3758/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Simulation and System Design (SSD)\n",
      "Course Subtitle: Stralsund University of Applied Sciences •\n",
      "Course Location: Stralsund\n",
      "Subject: Mechanical Engineering / Process Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters, 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/6445/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Smart Energy Systems\n",
      "Course Subtitle: Ansbach University of Applied Sciences •\n",
      "Course Location: Feuchtwangen\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/7252/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Smart Production Engineering (SPE)\n",
      "Course Subtitle: RWTH Aachen University •\n",
      "Course Location: Aachen\n",
      "Subject: Mechanical Engineering / Process Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: EUR 6,000\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3813/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Software Engineering for Industrial Applications (MEng)\n",
      "Course Subtitle: Hof University of Applied Sciences •\n",
      "Course Location: Hof\n",
      "Subject: Computer Science\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: EUR 3,300\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3667/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Solar Energy Engineering Master of Science\n",
      "Course Subtitle: University of Freiburg •\n",
      "Course Location: Freiburg im Breisgau\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: EUR 3,650\n",
      "Language: English\n",
      "Duration: 5 semesters, 7 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/5307/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Space Engineering I (SpE-I)\n",
      "Course Subtitle: University of Bremen •\n",
      "Course Location: Bremen\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/6275/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Space Engineering II (SpE-II)\n",
      "Course Subtitle: University of Bremen •\n",
      "Course Location: Bremen\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/6284/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Space Sciences and Technologies – Sensing, Processing, Communication (Space-ST)\n",
      "Course Subtitle: University of Bremen •\n",
      "Course Location: Bremen\n",
      "Subject: Physics, Astronomy\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4771/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Spatial Planning for Regions in Growing Economies (SPRING)\n",
      "Course Subtitle: TU Dortmund University •\n",
      "Course Location: Dortmund\n",
      "Subject: Town and Country Planning\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: varied\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3718/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Subsurface Engineering (SubSurf)\n",
      "Course Subtitle: Ruhr-Universität Bochum •\n",
      "Course Location: Bochum\n",
      "Subject: Civil Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/8397/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Sustainable Building Systems\n",
      "Course Subtitle: Ansbach University of Applied Sciences •\n",
      "Course Location: Feuchtwangen\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/9021/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Sustainable Energy Systems\n",
      "Course Subtitle: TU Dortmund University •\n",
      "Course Location: Dortmund\n",
      "Subject: Electrical Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/8963/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Sustainable Management – Water and Energy\n",
      "Course Subtitle: RWTH Aachen University •\n",
      "Course Location: Aachen\n",
      "Subject: Civil Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/5229/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Sustainable Mobility Management (MBA)\n",
      "Course Subtitle: Technische Universität Berlin •\n",
      "Course Location: Berlin\n",
      "Subject: Business and Economics\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: EUR 6,600\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/5352/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Sustainable Renewable Energy Technologies (SuRE)\n",
      "Course Subtitle: Carl von Ossietzky University of Oldenburg •\n",
      "Course Location: Oldenburg\n",
      "Subject: Mathematics, Natural Sciences in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: EUR 1,500\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3773/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Sustainable Resource Management\n",
      "Course Subtitle: Technical University of Munich •\n",
      "Course Location: Freising\n",
      "Subject: Agriculture, Forestry and Nutritional Sciences in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: varied\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3769/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Sustainable Textiles (MEng)\n",
      "Course Subtitle: Hof University of Applied Sciences •\n",
      "Course Location: Hof\n",
      "Subject: Chemistry\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/6237/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Sustainable Water Management and Engineering\n",
      "Course Subtitle: Hof University of Applied Sciences •\n",
      "Course Location: Hof\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/7220/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Systems and Automation – Master's Study Programme\n",
      "Course Subtitle: RWTH Aachen University •\n",
      "Course Location: Aachen\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/5227/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Technical Management\n",
      "Course Subtitle: University of Applied Sciences Emden/Leer •\n",
      "Course Location: Emden\n",
      "Subject: Industrial Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: EUR 5,980\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3725/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Technical Management (MEng)\n",
      "Course Subtitle: Technical University of Applied Sciences Wildau •\n",
      "Course Location: Wildau\n",
      "Subject: Engineering in general\n",
      "Beginning: Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/6232/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Technology and Application of Inorganic Engineering Materials (TAIEM)\n",
      "Course Subtitle: TU Bergakademie Freiberg •\n",
      "Course Location: Freiberg\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/5231/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Technology and Innovation Management\n",
      "Course Subtitle: Harz University of Applied Sciences •\n",
      "Course Location: Wernigerode\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/5591/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Transfers-Fluids-Materials in Aeronautical and Space Applications (TFM-ASA)\n",
      "Course Subtitle: Brandenburg University of Technology Cottbus-Senftenberg •\n",
      "Course Location: Cottbus\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: varied\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/6175/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Transformation Studies\n",
      "Course Subtitle: Brandenburg University of Technology Cottbus-Senftenberg •\n",
      "Course Location: Cottbus\n",
      "Subject: Law, Economics and Social Sciences in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/9256/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Transportation Systems\n",
      "Course Subtitle: Technical University of Munich •\n",
      "Course Location: München\n",
      "Subject: Civil Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/9041/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Urban Agglomerations (MSc)\n",
      "Course Subtitle: Frankfurt University of Applied Sciences •\n",
      "Course Location: Frankfurt am Main\n",
      "Subject: Town and Country Planning\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: EUR 3,000\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3804/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Urban Design and Sustainable Revitalisation\n",
      "Course Subtitle: Brandenburg University of Technology Cottbus-Senftenberg •\n",
      "Course Location: Cottbus\n",
      "Subject: Town and Country Planning\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: None\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4396/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Urban Design Master's Programme\n",
      "Course Subtitle: Technische Universität Berlin •\n",
      "Course Location: Berlin\n",
      "Subject: Design\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4532/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Urban Transformation\n",
      "Course Subtitle: TU Dortmund University •\n",
      "Course Location: Dortmund\n",
      "Subject: Town and Country Planning\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 2 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/5459/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Water and Coastal Management (WCM)\n",
      "Course Subtitle: Carl von Ossietzky University of Oldenburg •\n",
      "Course Location: Oldenburg\n",
      "Subject: Town and Country Planning\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: varied\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/8338/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Water Engineering\n",
      "Course Subtitle: Magdeburg-Stendal University of Applied Sciences •\n",
      "Course Location: Magdeburg\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/6349/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Water Engineering (WEM, MSc)\n",
      "Course Subtitle: Technische Hochschule Lübeck •\n",
      "Course Location: Lübeck\n",
      "Subject: Civil Engineering\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4393/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Water Resources Engineering and Management (WAREM)\n",
      "Course Subtitle: University of Stuttgart •\n",
      "Course Location: Stuttgart\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: varied\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3678/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Water Science and Engineering\n",
      "Course Subtitle: Karlsruhe Institute of Technology •\n",
      "Course Location: Karlsruhe\n",
      "Subject: Civil Engineering\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: EUR 1,500\n",
      "Language: English\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/4853/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: Water Technology (MEng)\n",
      "Course Subtitle: SRH Universities •\n",
      "Course Location: Heidelberg\n",
      "Subject: Engineering in general\n",
      "Beginning: Winter semester, Summer semester\n",
      "Tuition fees per semester: EUR 6,450\n",
      "Language: English\n",
      "Duration: 3 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/5614/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: World Heritage Studies (WHS On-Campus)\n",
      "Course Subtitle: Brandenburg University of Technology Cottbus-Senftenberg •\n",
      "Course Location: Cottbus\n",
      "Subject: Languages and Cultural Studies in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: Languages and Cultural Studies in general\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/3716/\n",
      "\n",
      "\n",
      "Course Type: Master's degree •\n",
      "Course Title: World Heritage Studies Online (WHS Online)\n",
      "Course Subtitle: Brandenburg University of Technology Cottbus-Senftenberg •\n",
      "Course Location: Cottbus\n",
      "Subject: Languages and Cultural Studies in general\n",
      "Beginning: Winter semester\n",
      "Tuition fees per semester: none\n",
      "Language: Languages and Cultural Studies in general\n",
      "Duration: 4 semesters\n",
      "Course Link: https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/7669/\n",
      "\n",
      "\n"
     ]
    }
   ],
   "source": [
    "import time\n",
    "import pandas as pd\n",
    "from tqdm import tqdm\n",
    "course_info = []\n",
    "\n",
    "for page_number in range(len(page_selector.options)):\n",
    "    print('extracting from page: ', page_number)\n",
    "    page_selector.select_by_index(page_number)\n",
    "    time.sleep(1)\n",
    "\n",
    "    # Wait for the carousel elements to load\n",
    "    carousel_elements = WebDriverWait(driver, 10).until(\n",
    "        EC.presence_of_all_elements_located((By.CLASS_NAME, \"c-ad-carousel\"))\n",
    "    )\n",
    "\n",
    "\n",
    "\n",
    "    # Loop through each carousel element\n",
    "    for carousel_element in tqdm(carousel_elements):\n",
    "        # Extract course information from each carousel element\n",
    "        course_type = carousel_element.find_element(By.CLASS_NAME, \"c-ad-carousel__course-type\").text\n",
    "        course_title = carousel_element.find_element(By.CLASS_NAME, \"js-course-title\").text\n",
    "        course_subtitle = carousel_element.find_element(By.CLASS_NAME, \"js-course-academy\").text\n",
    "        course_location = carousel_element.find_element(By.CLASS_NAME, \"c-ad-carousel__subtitle--location\").text\n",
    "        \n",
    "        # Extract additional information from the carousel content list\n",
    "        content_list = carousel_element.find_element(By.CLASS_NAME, \"c-ad-carousel__content-list\")\n",
    "        subject = content_list.find_element(By.XPATH,\".//li[contains(., 'Subject')]/span\").text\n",
    "        beginning = content_list.find_element(By.XPATH,\".//li[contains(., 'Beginning')]/span\").text\n",
    "        try:\n",
    "            tuition_fees = content_list.find_element(By.XPATH,\".//li[contains(., 'Tuition fees per semester')]/span\").text\n",
    "        except:\n",
    "            tuition_fees = None\n",
    "        language = content_list.find_element(By.XPATH,\".//li[contains(., 'Language')]/span\").text\n",
    "        duration = content_list.find_element(By.XPATH,\".//li[contains(., 'Duration')]/span\").text\n",
    "\n",
    "        # Extract the hyperlink\n",
    "        course_link = carousel_element.find_element(By.CSS_SELECTOR, \".js-course-detail-link\").get_attribute(\"href\")\n",
    "\n",
    "        # Print or store the extracted information\n",
    "        # print(\"Course Type:\", course_type)\n",
    "        # print(\"Course Title:\", course_title)\n",
    "        # print(\"Course Subtitle:\", course_subtitle)\n",
    "        # print(\"Course Location:\", course_location)\n",
    "        # print(\"Subject:\", subject)\n",
    "        # print(\"Beginning:\", beginning)\n",
    "        # print(\"Tuition fees per semester:\", tuition_fees)\n",
    "        # print(\"Language:\", language)\n",
    "        # print(\"Duration:\", duration)\n",
    "        # print(\"Course Link:\", course_link)\n",
    "        # print(\"\\n\")\n",
    "        \n",
    "            # Append the extracted information to the course_info list\n",
    "        course_info.append({\n",
    "            \"Course Type\": course_type,\n",
    "            \"Course Title\": course_title,\n",
    "            \"Course Subtitle\": course_subtitle,\n",
    "            \"Course Location\": course_location,\n",
    "            \"Subject\": subject,\n",
    "            \"Beginning\": beginning,\n",
    "            \"Tuition fees per semester\": tuition_fees,\n",
    "            \"Language\": language,\n",
    "            \"Duration\": duration,\n",
    "            \"Course Link\": course_link\n",
    "        })\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
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       "\n",
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       "\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Course Type</th>\n",
       "      <th>Course Title</th>\n",
       "      <th>Course Subtitle</th>\n",
       "      <th>Course Location</th>\n",
       "      <th>Subject</th>\n",
       "      <th>Beginning</th>\n",
       "      <th>Tuition fees per semester</th>\n",
       "      <th>Language</th>\n",
       "      <th>Duration</th>\n",
       "      <th>Course Link</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>Advanced Architecture — From Urban Design to B...</td>\n",
       "      <td>Frankfurt University of Applied Sciences •</td>\n",
       "      <td>Frankfurt am Main</td>\n",
       "      <td>Architecture</td>\n",
       "      <td>Summer semester</td>\n",
       "      <td>none</td>\n",
       "      <td>English</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>Advanced Computational Methods in Civil Engine...</td>\n",
       "      <td>RWTH Aachen University •</td>\n",
       "      <td>Aachen</td>\n",
       "      <td>Civil Engineering</td>\n",
       "      <td>Winter semester, Summer semester</td>\n",
       "      <td>none</td>\n",
       "      <td>English</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>Advanced Green Engineering and Sustainable Man...</td>\n",
       "      <td>Westsächsische Hochschule Zwickau - University...</td>\n",
       "      <td>Zwickau</td>\n",
       "      <td>Engineering in general</td>\n",
       "      <td>Winter semester, Summer semester</td>\n",
       "      <td>none</td>\n",
       "      <td>English</td>\n",
       "      <td>3 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>Advanced Manufacturing</td>\n",
       "      <td>Chemnitz University of Technology •</td>\n",
       "      <td>Chemnitz</td>\n",
       "      <td>Engineering in general</td>\n",
       "      <td>Winter semester</td>\n",
       "      <td>none</td>\n",
       "      <td>English</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>Advanced Materials Analysis</td>\n",
       "      <td>TU Bergakademie Freiberg •</td>\n",
       "      <td>Freiberg</td>\n",
       "      <td>Mining, Metallurgy</td>\n",
       "      <td>Winter semester</td>\n",
       "      <td>none</td>\n",
       "      <td>English</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>360</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>Water Resources Engineering and Management (WA...</td>\n",
       "      <td>University of Stuttgart •</td>\n",
       "      <td>Stuttgart</td>\n",
       "      <td>Engineering in general</td>\n",
       "      <td>Winter semester</td>\n",
       "      <td>varied</td>\n",
       "      <td>English</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>361</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>Water Science and Engineering</td>\n",
       "      <td>Karlsruhe Institute of Technology •</td>\n",
       "      <td>Karlsruhe</td>\n",
       "      <td>Civil Engineering</td>\n",
       "      <td>Winter semester, Summer semester</td>\n",
       "      <td>EUR 1,500</td>\n",
       "      <td>English</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>362</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>Water Technology (MEng)</td>\n",
       "      <td>SRH Universities •</td>\n",
       "      <td>Heidelberg</td>\n",
       "      <td>Engineering in general</td>\n",
       "      <td>Winter semester, Summer semester</td>\n",
       "      <td>EUR 6,450</td>\n",
       "      <td>English</td>\n",
       "      <td>3 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>363</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>World Heritage Studies (WHS On-Campus)</td>\n",
       "      <td>Brandenburg University of Technology Cottbus-S...</td>\n",
       "      <td>Cottbus</td>\n",
       "      <td>Languages and Cultural Studies in general</td>\n",
       "      <td>Winter semester</td>\n",
       "      <td>none</td>\n",
       "      <td>Languages and Cultural Studies in general</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>364</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>World Heritage Studies Online (WHS Online)</td>\n",
       "      <td>Brandenburg University of Technology Cottbus-S...</td>\n",
       "      <td>Cottbus</td>\n",
       "      <td>Languages and Cultural Studies in general</td>\n",
       "      <td>Winter semester</td>\n",
       "      <td>none</td>\n",
       "      <td>Languages and Cultural Studies in general</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>365 rows × 10 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "           Course Type                                       Course Title  \\\n",
       "0    Master's degree •  Advanced Architecture — From Urban Design to B...   \n",
       "1    Master's degree •  Advanced Computational Methods in Civil Engine...   \n",
       "2    Master's degree •  Advanced Green Engineering and Sustainable Man...   \n",
       "3    Master's degree •                             Advanced Manufacturing   \n",
       "4    Master's degree •                        Advanced Materials Analysis   \n",
       "..                 ...                                                ...   \n",
       "360  Master's degree •  Water Resources Engineering and Management (WA...   \n",
       "361  Master's degree •                      Water Science and Engineering   \n",
       "362  Master's degree •                            Water Technology (MEng)   \n",
       "363  Master's degree •             World Heritage Studies (WHS On-Campus)   \n",
       "364  Master's degree •         World Heritage Studies Online (WHS Online)   \n",
       "\n",
       "                                       Course Subtitle    Course Location  \\\n",
       "0           Frankfurt University of Applied Sciences •  Frankfurt am Main   \n",
       "1                             RWTH Aachen University •             Aachen   \n",
       "2    Westsächsische Hochschule Zwickau - University...            Zwickau   \n",
       "3                  Chemnitz University of Technology •           Chemnitz   \n",
       "4                           TU Bergakademie Freiberg •           Freiberg   \n",
       "..                                                 ...                ...   \n",
       "360                          University of Stuttgart •          Stuttgart   \n",
       "361                Karlsruhe Institute of Technology •          Karlsruhe   \n",
       "362                                 SRH Universities •         Heidelberg   \n",
       "363  Brandenburg University of Technology Cottbus-S...            Cottbus   \n",
       "364  Brandenburg University of Technology Cottbus-S...            Cottbus   \n",
       "\n",
       "                                       Subject  \\\n",
       "0                                 Architecture   \n",
       "1                            Civil Engineering   \n",
       "2                       Engineering in general   \n",
       "3                       Engineering in general   \n",
       "4                           Mining, Metallurgy   \n",
       "..                                         ...   \n",
       "360                     Engineering in general   \n",
       "361                          Civil Engineering   \n",
       "362                     Engineering in general   \n",
       "363  Languages and Cultural Studies in general   \n",
       "364  Languages and Cultural Studies in general   \n",
       "\n",
       "                            Beginning Tuition fees per semester  \\\n",
       "0                     Summer semester                      none   \n",
       "1    Winter semester, Summer semester                      none   \n",
       "2    Winter semester, Summer semester                      none   \n",
       "3                     Winter semester                      none   \n",
       "4                     Winter semester                      none   \n",
       "..                                ...                       ...   \n",
       "360                   Winter semester                    varied   \n",
       "361  Winter semester, Summer semester                 EUR 1,500   \n",
       "362  Winter semester, Summer semester                 EUR 6,450   \n",
       "363                   Winter semester                      none   \n",
       "364                   Winter semester                      none   \n",
       "\n",
       "                                      Language     Duration  \\\n",
       "0                                      English  4 semesters   \n",
       "1                                      English  4 semesters   \n",
       "2                                      English  3 semesters   \n",
       "3                                      English  4 semesters   \n",
       "4                                      English  4 semesters   \n",
       "..                                         ...          ...   \n",
       "360                                    English  4 semesters   \n",
       "361                                    English  4 semesters   \n",
       "362                                    English  3 semesters   \n",
       "363  Languages and Cultural Studies in general  4 semesters   \n",
       "364  Languages and Cultural Studies in general  4 semesters   \n",
       "\n",
       "                                           Course Link  \n",
       "0    https://www2.daad.de/deutschland/studienangebo...  \n",
       "1    https://www2.daad.de/deutschland/studienangebo...  \n",
       "2    https://www2.daad.de/deutschland/studienangebo...  \n",
       "3    https://www2.daad.de/deutschland/studienangebo...  \n",
       "4    https://www2.daad.de/deutschland/studienangebo...  \n",
       "..                                                 ...  \n",
       "360  https://www2.daad.de/deutschland/studienangebo...  \n",
       "361  https://www2.daad.de/deutschland/studienangebo...  \n",
       "362  https://www2.daad.de/deutschland/studienangebo...  \n",
       "363  https://www2.daad.de/deutschland/studienangebo...  \n",
       "364  https://www2.daad.de/deutschland/studienangebo...  \n",
       "\n",
       "[365 rows x 10 columns]"
      ]
     },
     "execution_count": 49,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.DataFrame(course_info)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [],
   "source": [
    "pd.DataFrame(course_info).to_csv('daad_germany_scraped.csv', index=None)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [],
   "source": [
    "df = pd.DataFrame(course_info)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
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       "  <thead>\n",
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       "      <th></th>\n",
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       "      <th>Course Title</th>\n",
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       "      <th>Course Link</th>\n",
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       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>Advanced Architecture — From Urban Design to B...</td>\n",
       "      <td>Frankfurt University of Applied Sciences •</td>\n",
       "      <td>Frankfurt am Main</td>\n",
       "      <td>Architecture</td>\n",
       "      <td>Summer semester</td>\n",
       "      <td>none</td>\n",
       "      <td>English</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>Advanced Computational Methods in Civil Engine...</td>\n",
       "      <td>RWTH Aachen University •</td>\n",
       "      <td>Aachen</td>\n",
       "      <td>Civil Engineering</td>\n",
       "      <td>Winter semester, Summer semester</td>\n",
       "      <td>none</td>\n",
       "      <td>English</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>Advanced Green Engineering and Sustainable Man...</td>\n",
       "      <td>Westsächsische Hochschule Zwickau - University...</td>\n",
       "      <td>Zwickau</td>\n",
       "      <td>Engineering in general</td>\n",
       "      <td>Winter semester, Summer semester</td>\n",
       "      <td>none</td>\n",
       "      <td>English</td>\n",
       "      <td>3 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>Advanced Manufacturing</td>\n",
       "      <td>Chemnitz University of Technology •</td>\n",
       "      <td>Chemnitz</td>\n",
       "      <td>Engineering in general</td>\n",
       "      <td>Winter semester</td>\n",
       "      <td>none</td>\n",
       "      <td>English</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>Advanced Materials Analysis</td>\n",
       "      <td>TU Bergakademie Freiberg •</td>\n",
       "      <td>Freiberg</td>\n",
       "      <td>Mining, Metallurgy</td>\n",
       "      <td>Winter semester</td>\n",
       "      <td>none</td>\n",
       "      <td>English</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>360</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>Water Resources Engineering and Management (WA...</td>\n",
       "      <td>University of Stuttgart •</td>\n",
       "      <td>Stuttgart</td>\n",
       "      <td>Engineering in general</td>\n",
       "      <td>Winter semester</td>\n",
       "      <td>varied</td>\n",
       "      <td>English</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>361</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>Water Science and Engineering</td>\n",
       "      <td>Karlsruhe Institute of Technology •</td>\n",
       "      <td>Karlsruhe</td>\n",
       "      <td>Civil Engineering</td>\n",
       "      <td>Winter semester, Summer semester</td>\n",
       "      <td>EUR 1,500</td>\n",
       "      <td>English</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>362</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>Water Technology (MEng)</td>\n",
       "      <td>SRH Universities •</td>\n",
       "      <td>Heidelberg</td>\n",
       "      <td>Engineering in general</td>\n",
       "      <td>Winter semester, Summer semester</td>\n",
       "      <td>EUR 6,450</td>\n",
       "      <td>English</td>\n",
       "      <td>3 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>363</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>World Heritage Studies (WHS On-Campus)</td>\n",
       "      <td>Brandenburg University of Technology Cottbus-S...</td>\n",
       "      <td>Cottbus</td>\n",
       "      <td>Languages and Cultural Studies in general</td>\n",
       "      <td>Winter semester</td>\n",
       "      <td>none</td>\n",
       "      <td>Languages and Cultural Studies in general</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>364</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>World Heritage Studies Online (WHS Online)</td>\n",
       "      <td>Brandenburg University of Technology Cottbus-S...</td>\n",
       "      <td>Cottbus</td>\n",
       "      <td>Languages and Cultural Studies in general</td>\n",
       "      <td>Winter semester</td>\n",
       "      <td>none</td>\n",
       "      <td>Languages and Cultural Studies in general</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>365 rows × 10 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "           Course Type                                       Course Title  \\\n",
       "0    Master's degree •  Advanced Architecture — From Urban Design to B...   \n",
       "1    Master's degree •  Advanced Computational Methods in Civil Engine...   \n",
       "2    Master's degree •  Advanced Green Engineering and Sustainable Man...   \n",
       "3    Master's degree •                             Advanced Manufacturing   \n",
       "4    Master's degree •                        Advanced Materials Analysis   \n",
       "..                 ...                                                ...   \n",
       "360  Master's degree •  Water Resources Engineering and Management (WA...   \n",
       "361  Master's degree •                      Water Science and Engineering   \n",
       "362  Master's degree •                            Water Technology (MEng)   \n",
       "363  Master's degree •             World Heritage Studies (WHS On-Campus)   \n",
       "364  Master's degree •         World Heritage Studies Online (WHS Online)   \n",
       "\n",
       "                                       Course Subtitle    Course Location  \\\n",
       "0           Frankfurt University of Applied Sciences •  Frankfurt am Main   \n",
       "1                             RWTH Aachen University •             Aachen   \n",
       "2    Westsächsische Hochschule Zwickau - University...            Zwickau   \n",
       "3                  Chemnitz University of Technology •           Chemnitz   \n",
       "4                           TU Bergakademie Freiberg •           Freiberg   \n",
       "..                                                 ...                ...   \n",
       "360                          University of Stuttgart •          Stuttgart   \n",
       "361                Karlsruhe Institute of Technology •          Karlsruhe   \n",
       "362                                 SRH Universities •         Heidelberg   \n",
       "363  Brandenburg University of Technology Cottbus-S...            Cottbus   \n",
       "364  Brandenburg University of Technology Cottbus-S...            Cottbus   \n",
       "\n",
       "                                       Subject  \\\n",
       "0                                 Architecture   \n",
       "1                            Civil Engineering   \n",
       "2                       Engineering in general   \n",
       "3                       Engineering in general   \n",
       "4                           Mining, Metallurgy   \n",
       "..                                         ...   \n",
       "360                     Engineering in general   \n",
       "361                          Civil Engineering   \n",
       "362                     Engineering in general   \n",
       "363  Languages and Cultural Studies in general   \n",
       "364  Languages and Cultural Studies in general   \n",
       "\n",
       "                            Beginning Tuition fees per semester  \\\n",
       "0                     Summer semester                      none   \n",
       "1    Winter semester, Summer semester                      none   \n",
       "2    Winter semester, Summer semester                      none   \n",
       "3                     Winter semester                      none   \n",
       "4                     Winter semester                      none   \n",
       "..                                ...                       ...   \n",
       "360                   Winter semester                    varied   \n",
       "361  Winter semester, Summer semester                 EUR 1,500   \n",
       "362  Winter semester, Summer semester                 EUR 6,450   \n",
       "363                   Winter semester                      none   \n",
       "364                   Winter semester                      none   \n",
       "\n",
       "                                      Language     Duration  \\\n",
       "0                                      English  4 semesters   \n",
       "1                                      English  4 semesters   \n",
       "2                                      English  3 semesters   \n",
       "3                                      English  4 semesters   \n",
       "4                                      English  4 semesters   \n",
       "..                                         ...          ...   \n",
       "360                                    English  4 semesters   \n",
       "361                                    English  4 semesters   \n",
       "362                                    English  3 semesters   \n",
       "363  Languages and Cultural Studies in general  4 semesters   \n",
       "364  Languages and Cultural Studies in general  4 semesters   \n",
       "\n",
       "                                           Course Link  \n",
       "0    https://www2.daad.de/deutschland/studienangebo...  \n",
       "1    https://www2.daad.de/deutschland/studienangebo...  \n",
       "2    https://www2.daad.de/deutschland/studienangebo...  \n",
       "3    https://www2.daad.de/deutschland/studienangebo...  \n",
       "4    https://www2.daad.de/deutschland/studienangebo...  \n",
       "..                                                 ...  \n",
       "360  https://www2.daad.de/deutschland/studienangebo...  \n",
       "361  https://www2.daad.de/deutschland/studienangebo...  \n",
       "362  https://www2.daad.de/deutschland/studienangebo...  \n",
       "363  https://www2.daad.de/deutschland/studienangebo...  \n",
       "364  https://www2.daad.de/deutschland/studienangebo...  \n",
       "\n",
       "[365 rows x 10 columns]"
      ]
     },
     "execution_count": 52,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [],
   "source": [
    "page_selector.select_by_index(0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'https://www2.daad.de/deutschland/studienangebote/international-programmes/en/detail/7065/'"
      ]
     },
     "execution_count": 54,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "link = df['Course Link'].values[0]\n",
    "link"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [],
   "source": [
    "driver.get(link)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 83,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'Degree': 'Master of Science (MSc)',\n",
       "  'In cooperation with': 'International partner universities in Spain, France, Italy, Slovenia, Slovakia, Czech Republic, Estonia, Latvia, Lithuania, Denmark, the Netherlands, South Korea and Wisconsin (USA)',\n",
       "  'Teaching language': 'English',\n",
       "  'Languages': \"All courses (120 ECTS) are offered in English.For interested participants, however, it is also possible to choose courses taught in the German language (maximum of 30 ECTS) from the closely related “Entwurf und Konstruktion” German Master's programme.\",\n",
       "  'Full-time / part-time': 'full-time',\n",
       "  'Programme duration': '4 semesters',\n",
       "  'Beginning': 'Summer semester',\n",
       "  'Application deadline': \"The application deadline for the next summer semester is 1 March of the same year for applicants holding German Bachelor's degrees. Applicants with Bachelor's degrees from foreign countries must submit their applications by 15 October of the previous year.\",\n",
       "  'Tuition fees per semester in EUR': 'None',\n",
       "  \"Combined Master's degree / PhD programme\": 'No',\n",
       "  'Joint degree / double degree programme': 'No',\n",
       "  'Description/content': 'Students gain broad knowledge of design and construction through a combination of lecture series and modules that discuss design and construction in the areas of urban design, design of buildings in existing contexts and built environments, and design of new buildings. These topics are directly related to internationally oriented projects and a series of elective modules, giving students the chance to focus on their individual interests, which may then become the main focus of their Master’s theses. Moreover, 30 ECTS can be chosen from the German Master’s degree programme in “Design and Construction“ (“Entwurf und Konstruktion”).By intensively studying several contexts from a global, diversity-oriented, and multicultural point of view, students develop an ability to independently translate any abstract design into a concrete implementation of material and construction. They will be able to combine professional, practical, technical, economic, ecological, and social aspects while, at the same time, taking varied cultural, historical, and climatic situations into consideration.In the fourth semester, students write their Master’s theses.The modules complement each other and are linked to one another, for instance, through combined projects, excursions, lectures, conferences, and e-learning. The integrated, international structure of the degree course offers students the chance to have a unique study experience in the future-oriented metropolis of Frankfurt.Course objectivesThe study programme concentrates on the combination of design and construction. “Advanced Architecture“ means designing and constructing on all scales, from urban contexts to single details. Advanced, future-oriented concepts are developed and addressed in study projects and office internships as well as with the FFin (the Frankfurt University research institute) and in close collaboration with our cooperation partners from the construction sector.In particular, graduates will be able to work at the interface between abstract designs and their concrete implementations. This means a focus on the planning phase, referred to in the German Official Scale of Fees for Services by Architects and Engineers as “execution planning“, with strong feedback on the design process and in close connection with current developments of scientific research in design and construction.Relevant occupational fields of graduates are in architectural, engineering, and construction companies, the construction industry, property development and housing associations, real estate companies, and the public sector as well as the research and technological development of design and construction.',\n",
       "  'Course organisation': 'The full-time English Master’s degree programme in “Advanced Architecture. From Urban Design to Building Construction” lasts for four semesters and operates in close conjunction with the existing German Master’s degree programme in “Design and Construction\". During their two years of study, students will acquire 120 ECTS credits and will be awarded the academic degree of Master of Science (MSc).The degree course is aimed at graduates with a first academic degree in architecture from European and non-European countries who want to focus on architecture in an international context. The Frankfurt University of Applied Sciences cooperates with the Frankfurt Research Institute (Frankfurter Forschungsinstitut FFin) and a specific architectural trainee programme called TRAX to offer special on-site opportunities to students. Students can get involved in ongoing research projects in order to learn and develop scientific work through application-oriented research in the field of design and construction, or they can learn the actual implementation of concepts in practice.The study programme complies with the UIA standards (Union of International Architects). It\\xa0provides a prerequisite for entry into the German Chamber of Architects.First semesterStarting with the 2024 summer semester, five modules will be offered: Lecture Series Design (5 ECTS), Urban Contexts — Design and Construction (10 ECTS), International Design and Build Project (5\\xa0ECTS), Impromptu Designs (5 ECTS), and one elective course (5 ECTS).The elective course\\xa0can be chosen from a pool of seven courses offered in English, including the following courses: Climate Design; Rehabilitate, Reuse, Add-On; Urban Design and Public Space; Urban Renewal and Redevelopment; Digital Basics; and Construction, Material, and Experimental Design. The elective courses may also be chosen from fifteen further courses from the closely related \"Entwurf und Konstruktion” German Master\\'s programme, which is offered in German.Second semesterFive modules are offered: Lecture Series Construction (5 ECTS), New Buildings — Design and Construction (10 ECTS), International Design Project (5 ECTS), and two elective courses (each with 5 ECTS).Third semesterFour modules are offered: Existing Contexts — Design and Construction (10 ECTS), specialisation project (10 ECTS), and two more elective courses (each with 5 ECTS).Fourth semesterMaster\\'s thesis and colloquium (30 ECTS)PDF Download',\n",
       "  'A Diploma supplement will be issued': 'Yes',\n",
       "  'International elements': 'International guest lecturersLanguage training providedTraining in intercultural skillsStudy tripsCourses are led with foreign partnersProjects with partners in Germany and abroad',\n",
       "  'Integrated internships': 'The specialisation project course, which is proposed for the third semester, will be offered in cooperation with the Frankfurt Research Institute (Frankfurter Forschungsinstitut FFin). This allows students to do research internships. At the same time, we cooperate with a\\xa0specific architectural trainee programme called TRAX. This gives students the possibility to do internships in architecture studios in Frankfurt (Main) and beyond.',\n",
       "  'Special promotion / funding of the programme': 'ERASMUS+',\n",
       "  'Course-specific, integrated German language courses': 'No',\n",
       "  'Course-specific, integrated English language courses': 'No',\n",
       "  'Semester contribution': 'The enrolment fees are currently approx. 360 EUR per semester. They also cover public transportation in the greater Frankfurt area.',\n",
       "  'Costs of living': 'Approx. 1,000 EUR per month, depending on accommodation costs and lifestyle',\n",
       "  'Funding opportunities within the university': 'Yes',\n",
       "  'Description of the above-mentioned funding opportunities within the university': 'All excursions are co-financed, and scholarships can be requested for the preparation of the thesis.',\n",
       "  'Academic admission requirements': \"Admission to the English-language Master’s degree programme in “Advanced Architecture“ is granted to applicants with a diploma or Bachelor's degree in architecture with 180 ECTS, completed with a grade that corresponds at least to the grade of 2.3, as calculated according to the German grading system. Applicants will have to submit a CV, a portfolio describing their studies and their first work experiences, and a letter of motivation. They also have to provide proof of at least a four-month internship in an area relevant to architecture.\",\n",
       "  'Language requirements': \"English language skills should be at the level of TOEFL iBT 79, IELTS 6, or Cambridge First Certificate (A), corresponding to the level GER/CEFR B2. Native English speakers as well as graduates from English-language Bachelor's programmes are exempt.\",\n",
       "  'Submit application to': 'Frankfurt University of Applied Sciencesc/o uni-assist e.V.11507 BerlinGermany',\n",
       "  'Possibility of finding part-time employment': \"International students are allowed to work for 120 full days a year.Frankfurt (Main) is one of the most interesting and dynamic job markets for architects in Germany. Additionally, the Master's programme in “Advanced Architecture“ cooperates with a job placement agency that specialises in placing architecture students in jobs in Frankfurt (Main) and beyond.\",\n",
       "  'Accommodation': 'Accommodation is provided by state-run as well as private sector halls of residence. The university website provides useful addresses.',\n",
       "  'Career advisory service': 'The International Office offers International Career Service as an additional support for international students.',\n",
       "  'Support for international students and doctoral candidates': 'Welcome eventBuddy programmeTutorsAccompanying programmeCultural and linguistic preparation',\n",
       "  'Supervisor-student ratio': '1:20'}]"
      ]
     },
     "execution_count": 83,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from bs4 import BeautifulSoup\n",
    "\n",
    "# tabs = WebDriverWait(driver, 10).until(\n",
    "#     EC.presence_of_all_elements_located((By.XPATH, \"//ul[@id='myTab']/li/a\"))\n",
    "# )\n",
    "# Initialize an empty list to store the data\n",
    "data = []\n",
    "\n",
    "# # Loop through each tab and click on it\n",
    "# for tab in tabs:\n",
    "#     # Get the tab text\n",
    "#     tab_text = tab.text\n",
    "#     print(\"Clicking on tab:\", tab_text)\n",
    "#     # Click on the tab\n",
    "#     tab.click()\n",
    "#     time.sleep(2)    \n",
    "\n",
    "# Get the page source from the Selenium driver\n",
    "page_source = driver.page_source\n",
    "# Parse the page source\n",
    "soup = BeautifulSoup(page_source, 'html.parser')\n",
    "data_dict = {}\n",
    "# Extract the key-value pairs\n",
    "all_dl = soup.find_all('dl', class_='c-description-list c-description-list--striped')\n",
    "for dl in all_dl:\n",
    "    for dt, dd in zip(dl.find_all('dt'), dl.find_all('dd')):\n",
    "        key = dt.get_text(strip=True)\n",
    "        value = dd.get_text(strip=True)\n",
    "        data_dict[key] = value\n",
    "data.append(data_dict)\n",
    "        \n",
    "data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Degree</th>\n",
       "      <th>In cooperation with</th>\n",
       "      <th>Teaching language</th>\n",
       "      <th>Languages</th>\n",
       "      <th>Full-time / part-time</th>\n",
       "      <th>Programme duration</th>\n",
       "      <th>Beginning</th>\n",
       "      <th>Application deadline</th>\n",
       "      <th>Tuition fees per semester in EUR</th>\n",
       "      <th>Combined Master's degree / PhD programme</th>\n",
       "      <th>...</th>\n",
       "      <th>Funding opportunities within the university</th>\n",
       "      <th>Description of the above-mentioned funding opportunities within the university</th>\n",
       "      <th>Academic admission requirements</th>\n",
       "      <th>Language requirements</th>\n",
       "      <th>Submit application to</th>\n",
       "      <th>Possibility of finding part-time employment</th>\n",
       "      <th>Accommodation</th>\n",
       "      <th>Career advisory service</th>\n",
       "      <th>Support for international students and doctoral candidates</th>\n",
       "      <th>Supervisor-student ratio</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Master of Science (MSc)</td>\n",
       "      <td>International partner universities in Spain, F...</td>\n",
       "      <td>English</td>\n",
       "      <td>All courses (120 ECTS) are offered in English....</td>\n",
       "      <td>full-time</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>Summer semester</td>\n",
       "      <td>The application deadline for the next summer s...</td>\n",
       "      <td>None</td>\n",
       "      <td>No</td>\n",
       "      <td>...</td>\n",
       "      <td>Yes</td>\n",
       "      <td>All excursions are co-financed, and scholarshi...</td>\n",
       "      <td>Admission to the English-language Master’s deg...</td>\n",
       "      <td>English language skills should be at the level...</td>\n",
       "      <td>Frankfurt University of Applied Sciencesc/o un...</td>\n",
       "      <td>International students are allowed to work for...</td>\n",
       "      <td>Accommodation is provided by state-run as well...</td>\n",
       "      <td>The International Office offers International ...</td>\n",
       "      <td>Welcome eventBuddy programmeTutorsAccompanying...</td>\n",
       "      <td>1:20</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1 rows × 31 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                    Degree                                In cooperation with  \\\n",
       "0  Master of Science (MSc)  International partner universities in Spain, F...   \n",
       "\n",
       "  Teaching language                                          Languages  \\\n",
       "0           English  All courses (120 ECTS) are offered in English....   \n",
       "\n",
       "  Full-time / part-time Programme duration        Beginning  \\\n",
       "0             full-time        4 semesters  Summer semester   \n",
       "\n",
       "                                Application deadline  \\\n",
       "0  The application deadline for the next summer s...   \n",
       "\n",
       "  Tuition fees per semester in EUR Combined Master's degree / PhD programme  \\\n",
       "0                             None                                       No   \n",
       "\n",
       "   ... Funding opportunities within the university  \\\n",
       "0  ...                                         Yes   \n",
       "\n",
       "  Description of the above-mentioned funding opportunities within the university  \\\n",
       "0  All excursions are co-financed, and scholarshi...                               \n",
       "\n",
       "                     Academic admission requirements  \\\n",
       "0  Admission to the English-language Master’s deg...   \n",
       "\n",
       "                               Language requirements  \\\n",
       "0  English language skills should be at the level...   \n",
       "\n",
       "                               Submit application to  \\\n",
       "0  Frankfurt University of Applied Sciencesc/o un...   \n",
       "\n",
       "         Possibility of finding part-time employment  \\\n",
       "0  International students are allowed to work for...   \n",
       "\n",
       "                                       Accommodation  \\\n",
       "0  Accommodation is provided by state-run as well...   \n",
       "\n",
       "                             Career advisory service  \\\n",
       "0  The International Office offers International ...   \n",
       "\n",
       "  Support for international students and doctoral candidates  \\\n",
       "0  Welcome eventBuddy programmeTutorsAccompanying...           \n",
       "\n",
       "  Supervisor-student ratio  \n",
       "0                     1:20  \n",
       "\n",
       "[1 rows x 31 columns]"
      ]
     },
     "execution_count": 84,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.DataFrame(data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 85,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'Website': 'https://www.frankfurt-university.de/de/studium/master-studiengange/advanced-architecture-msc/fuer-studieninteressierte/', 'Email': 'Angelika.Pluemmer@fb1.fra-uas.de'}\n"
     ]
    }
   ],
   "source": [
    "# Extract website and email contact\n",
    "contact_info = {}\n",
    "\n",
    "# Extract website\n",
    "website_element = soup.find('a', class_='visitCourseWebsite')\n",
    "if website_element:\n",
    "    website_url = website_element['href']\n",
    "    contact_info['Website'] = website_url\n",
    "\n",
    "# Extract email contact\n",
    "email_element = soup.find('a', class_='writeEmail')\n",
    "if email_element:\n",
    "    email_address = email_element['href'].replace('mailto:', '')\n",
    "    contact_info['Email'] = email_address\n",
    "\n",
    "print(contact_info)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Clicking on tab: Overview\n",
      "Degree\n",
      "[]\n"
     ]
    },
    {
     "ename": "AttributeError",
     "evalue": "'list' object has no attribute 'text'",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
      "Cell \u001b[0;32mIn[71], line 25\u001b[0m\n\u001b[1;32m     23\u001b[0m key_element \u001b[38;5;241m=\u001b[39m element\u001b[38;5;241m.\u001b[39mfind_elements(By\u001b[38;5;241m.\u001b[39mXPATH, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m./preceding-sibling::dt\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m     24\u001b[0m \u001b[38;5;28mprint\u001b[39m(key_element)\n\u001b[0;32m---> 25\u001b[0m key \u001b[38;5;241m=\u001b[39m key_element\u001b[38;5;241m.\u001b[39mtext\u001b[38;5;241m.\u001b[39mstrip()\n\u001b[1;32m     26\u001b[0m value \u001b[38;5;241m=\u001b[39m element\u001b[38;5;241m.\u001b[39mtext\u001b[38;5;241m.\u001b[39mstrip()\n\u001b[1;32m     27\u001b[0m overview_data[key] \u001b[38;5;241m=\u001b[39m value\n",
      "\u001b[0;31mAttributeError\u001b[0m: 'list' object has no attribute 'text'"
     ]
    }
   ],
   "source": [
    "# Wait for the tabs to load\n",
    "tabs = WebDriverWait(driver, 10).until(\n",
    "    EC.presence_of_all_elements_located((By.XPATH, \"//ul[@id='myTab']/li/a\"))\n",
    ")\n",
    "data = []\n",
    "\n",
    "# Loop through each tab and click on it\n",
    "for tab in tabs:\n",
    "    # Get the tab text\n",
    "    tab_text = tab.text\n",
    "    print(\"Clicking on tab:\", tab_text)\n",
    "    time.sleep(2)\n",
    "    \n",
    "    # Click on the tab\n",
    "    tab.click()\n",
    "    \n",
    "    # Check if the current tab is the overview tab\n",
    "    if tab.get_attribute(\"aria-controls\") == \"overview\":\n",
    "        # Get the page source from the Selenium driver\n",
    "        page_source = driver.page_source\n",
    "\n",
    "        # Parse the page source\n",
    "        soup = BeautifulSoup(page_source, 'html.parser')\n",
    "        \n",
    "        # Extract the key-value pairs\n",
    "        dl = soup.find('dl', class_='c-description-list c-description-list--striped')\n",
    "        for dt, dd in zip(dl.find_all('dt'), dl.find_all('dd')):\n",
    "            key = dt.get_text(strip=True)\n",
    "            value = dd.get_text(strip=True)\n",
    "            data.append((key, value))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Course Type</th>\n",
       "      <th>Course Title</th>\n",
       "      <th>Course Subtitle</th>\n",
       "      <th>Course Location</th>\n",
       "      <th>Subject</th>\n",
       "      <th>Beginning</th>\n",
       "      <th>Tuition fees per semester</th>\n",
       "      <th>Language</th>\n",
       "      <th>Duration</th>\n",
       "      <th>Course Link</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>Advanced Architecture — From Urban Design to B...</td>\n",
       "      <td>Frankfurt University of Applied Sciences •</td>\n",
       "      <td>Frankfurt am Main</td>\n",
       "      <td>Architecture</td>\n",
       "      <td>Summer semester</td>\n",
       "      <td>none</td>\n",
       "      <td>English</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>Advanced Computational Methods in Civil Engine...</td>\n",
       "      <td>RWTH Aachen University •</td>\n",
       "      <td>Aachen</td>\n",
       "      <td>Civil Engineering</td>\n",
       "      <td>Winter semester, Summer semester</td>\n",
       "      <td>none</td>\n",
       "      <td>English</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>Advanced Green Engineering and Sustainable Man...</td>\n",
       "      <td>Westsächsische Hochschule Zwickau - University...</td>\n",
       "      <td>Zwickau</td>\n",
       "      <td>Engineering in general</td>\n",
       "      <td>Winter semester, Summer semester</td>\n",
       "      <td>none</td>\n",
       "      <td>English</td>\n",
       "      <td>3 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>Advanced Manufacturing</td>\n",
       "      <td>Chemnitz University of Technology •</td>\n",
       "      <td>Chemnitz</td>\n",
       "      <td>Engineering in general</td>\n",
       "      <td>Winter semester</td>\n",
       "      <td>none</td>\n",
       "      <td>English</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>Advanced Materials Analysis</td>\n",
       "      <td>TU Bergakademie Freiberg •</td>\n",
       "      <td>Freiberg</td>\n",
       "      <td>Mining, Metallurgy</td>\n",
       "      <td>Winter semester</td>\n",
       "      <td>none</td>\n",
       "      <td>English</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>360</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>Water Resources Engineering and Management (WA...</td>\n",
       "      <td>University of Stuttgart •</td>\n",
       "      <td>Stuttgart</td>\n",
       "      <td>Engineering in general</td>\n",
       "      <td>Winter semester</td>\n",
       "      <td>varied</td>\n",
       "      <td>English</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>361</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>Water Science and Engineering</td>\n",
       "      <td>Karlsruhe Institute of Technology •</td>\n",
       "      <td>Karlsruhe</td>\n",
       "      <td>Civil Engineering</td>\n",
       "      <td>Winter semester, Summer semester</td>\n",
       "      <td>EUR 1,500</td>\n",
       "      <td>English</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>362</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>Water Technology (MEng)</td>\n",
       "      <td>SRH Universities •</td>\n",
       "      <td>Heidelberg</td>\n",
       "      <td>Engineering in general</td>\n",
       "      <td>Winter semester, Summer semester</td>\n",
       "      <td>EUR 6,450</td>\n",
       "      <td>English</td>\n",
       "      <td>3 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>363</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>World Heritage Studies (WHS On-Campus)</td>\n",
       "      <td>Brandenburg University of Technology Cottbus-S...</td>\n",
       "      <td>Cottbus</td>\n",
       "      <td>Languages and Cultural Studies in general</td>\n",
       "      <td>Winter semester</td>\n",
       "      <td>none</td>\n",
       "      <td>Languages and Cultural Studies in general</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>364</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>World Heritage Studies Online (WHS Online)</td>\n",
       "      <td>Brandenburg University of Technology Cottbus-S...</td>\n",
       "      <td>Cottbus</td>\n",
       "      <td>Languages and Cultural Studies in general</td>\n",
       "      <td>Winter semester</td>\n",
       "      <td>none</td>\n",
       "      <td>Languages and Cultural Studies in general</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>365 rows × 10 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "           Course Type                                       Course Title  \\\n",
       "0    Master's degree •  Advanced Architecture — From Urban Design to B...   \n",
       "1    Master's degree •  Advanced Computational Methods in Civil Engine...   \n",
       "2    Master's degree •  Advanced Green Engineering and Sustainable Man...   \n",
       "3    Master's degree •                             Advanced Manufacturing   \n",
       "4    Master's degree •                        Advanced Materials Analysis   \n",
       "..                 ...                                                ...   \n",
       "360  Master's degree •  Water Resources Engineering and Management (WA...   \n",
       "361  Master's degree •                      Water Science and Engineering   \n",
       "362  Master's degree •                            Water Technology (MEng)   \n",
       "363  Master's degree •             World Heritage Studies (WHS On-Campus)   \n",
       "364  Master's degree •         World Heritage Studies Online (WHS Online)   \n",
       "\n",
       "                                       Course Subtitle    Course Location  \\\n",
       "0           Frankfurt University of Applied Sciences •  Frankfurt am Main   \n",
       "1                             RWTH Aachen University •             Aachen   \n",
       "2    Westsächsische Hochschule Zwickau - University...            Zwickau   \n",
       "3                  Chemnitz University of Technology •           Chemnitz   \n",
       "4                           TU Bergakademie Freiberg •           Freiberg   \n",
       "..                                                 ...                ...   \n",
       "360                          University of Stuttgart •          Stuttgart   \n",
       "361                Karlsruhe Institute of Technology •          Karlsruhe   \n",
       "362                                 SRH Universities •         Heidelberg   \n",
       "363  Brandenburg University of Technology Cottbus-S...            Cottbus   \n",
       "364  Brandenburg University of Technology Cottbus-S...            Cottbus   \n",
       "\n",
       "                                       Subject  \\\n",
       "0                                 Architecture   \n",
       "1                            Civil Engineering   \n",
       "2                       Engineering in general   \n",
       "3                       Engineering in general   \n",
       "4                           Mining, Metallurgy   \n",
       "..                                         ...   \n",
       "360                     Engineering in general   \n",
       "361                          Civil Engineering   \n",
       "362                     Engineering in general   \n",
       "363  Languages and Cultural Studies in general   \n",
       "364  Languages and Cultural Studies in general   \n",
       "\n",
       "                            Beginning Tuition fees per semester  \\\n",
       "0                     Summer semester                      none   \n",
       "1    Winter semester, Summer semester                      none   \n",
       "2    Winter semester, Summer semester                      none   \n",
       "3                     Winter semester                      none   \n",
       "4                     Winter semester                      none   \n",
       "..                                ...                       ...   \n",
       "360                   Winter semester                    varied   \n",
       "361  Winter semester, Summer semester                 EUR 1,500   \n",
       "362  Winter semester, Summer semester                 EUR 6,450   \n",
       "363                   Winter semester                      none   \n",
       "364                   Winter semester                      none   \n",
       "\n",
       "                                      Language     Duration  \\\n",
       "0                                      English  4 semesters   \n",
       "1                                      English  4 semesters   \n",
       "2                                      English  3 semesters   \n",
       "3                                      English  4 semesters   \n",
       "4                                      English  4 semesters   \n",
       "..                                         ...          ...   \n",
       "360                                    English  4 semesters   \n",
       "361                                    English  4 semesters   \n",
       "362                                    English  3 semesters   \n",
       "363  Languages and Cultural Studies in general  4 semesters   \n",
       "364  Languages and Cultural Studies in general  4 semesters   \n",
       "\n",
       "                                           Course Link  \n",
       "0    https://www2.daad.de/deutschland/studienangebo...  \n",
       "1    https://www2.daad.de/deutschland/studienangebo...  \n",
       "2    https://www2.daad.de/deutschland/studienangebo...  \n",
       "3    https://www2.daad.de/deutschland/studienangebo...  \n",
       "4    https://www2.daad.de/deutschland/studienangebo...  \n",
       "..                                                 ...  \n",
       "360  https://www2.daad.de/deutschland/studienangebo...  \n",
       "361  https://www2.daad.de/deutschland/studienangebo...  \n",
       "362  https://www2.daad.de/deutschland/studienangebo...  \n",
       "363  https://www2.daad.de/deutschland/studienangebo...  \n",
       "364  https://www2.daad.de/deutschland/studienangebo...  \n",
       "\n",
       "[365 rows x 10 columns]"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.read_csv('/home/sanket/Documents/daad_germany_scraped.csv')\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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     ]
    }
   ],
   "source": [
    "data = []\n",
    "\n",
    "for idx, row in df.iterrows():\n",
    "    if idx < 302:\n",
    "        continue\n",
    "    print(idx, '/', len(df))\n",
    "    link = row['Course Link']\n",
    "    driver.get(link)\n",
    "    time.sleep(1)\n",
    "    \n",
    "    tabs = WebDriverWait(driver, 10).until(\n",
    "        EC.presence_of_all_elements_located((By.XPATH, \"//ul[@id='myTab']/li/a\"))\n",
    "    )\n",
    "    # Initialize an empty list to store the data\n",
    "    # Loop through each tab and click on it\n",
    "    for tab in tabs:\n",
    "        # Get the tab text\n",
    "        tab_text = tab.text\n",
    "        # Click on the tab\n",
    "        tab.click()\n",
    "        time.sleep(1)   \n",
    "    \n",
    "    # Get the page source from the Selenium driver\n",
    "    page_source = driver.page_source\n",
    "    # Parse the page source\n",
    "    soup = BeautifulSoup(page_source, 'html.parser')\n",
    "\n",
    "    data_dict = {'Course Link': link}\n",
    "    # Extract the key-value pairs\n",
    "    all_dl = soup.find_all('dl', class_='c-description-list c-description-list--striped')\n",
    "    for dl in all_dl:\n",
    "        for dt, dd in zip(dl.find_all('dt'), dl.find_all('dd')):\n",
    "            key = dt.get_text(strip=True)\n",
    "            value = dd.get_text(strip=True)\n",
    "            data_dict[key] = value\n",
    "        \n",
    "    # Extract website\n",
    "    try:\n",
    "        website_element = soup.find('a', class_='visitCourseWebsite')\n",
    "        if website_element:\n",
    "            website_url = website_element['href']\n",
    "            data_dict['Website'] = website_url\n",
    "\n",
    "        # Extract email contact\n",
    "        email_element = soup.find('a', class_='writeEmail')\n",
    "        if email_element:\n",
    "            email_address = email_element['href'].replace('mailto:', '')\n",
    "            data_dict['Email'] = email_address\n",
    "    except:\n",
    "        data_dict['Website'] = None\n",
    "        data_dict['Email'] = None\n",
    "        \n",
    "    \n",
    "    data.append(data_dict)\n",
    "\n",
    "pd.DataFrame(data).to_csv('/home/sanket/Documents/daad_germany_scraped_internal2.csv', index=None)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "# pd.DataFrame(data).to_csv('/home/sanket/Documents/daad_germany_scraped_internal.csv', index=None)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Course Link</th>\n",
       "      <th>Degree</th>\n",
       "      <th>In cooperation with</th>\n",
       "      <th>Teaching language</th>\n",
       "      <th>Languages</th>\n",
       "      <th>Programme duration</th>\n",
       "      <th>Beginning</th>\n",
       "      <th>Application deadline</th>\n",
       "      <th>Tuition fees per semester in EUR</th>\n",
       "      <th>Combined Master's degree / PhD programme</th>\n",
       "      <th>...</th>\n",
       "      <th>Types of online learning elements</th>\n",
       "      <th>Additional information on tuition fees</th>\n",
       "      <th>Integrated study abroad unit(s)</th>\n",
       "      <th>Special promotion / funding of the programme</th>\n",
       "      <th>Supervisor-student ratio</th>\n",
       "      <th>Name of DAAD funding programme</th>\n",
       "      <th>Current information</th>\n",
       "      <th>Certificates for specific modules are awarded</th>\n",
       "      <th>Technical equipment and programmes</th>\n",
       "      <th>Course location</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "      <td>Master of Science</td>\n",
       "      <td>A double degree option is possible in cooperat...</td>\n",
       "      <td>English</td>\n",
       "      <td>All courses are held in English.</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>Winter semester</td>\n",
       "      <td>Applicants without European Union / European E...</td>\n",
       "      <td>None</td>\n",
       "      <td>No</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "      <td>Master of Science</td>\n",
       "      <td>NaN</td>\n",
       "      <td>English</td>\n",
       "      <td>Courses are held in English (100%). However, b...</td>\n",
       "      <td>3 semesters</td>\n",
       "      <td>Winter and summer semester</td>\n",
       "      <td>Applicants with anon-EuropeanBachelor's degree...</td>\n",
       "      <td>None</td>\n",
       "      <td>No</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "      <td>Master of Science</td>\n",
       "      <td>NaN</td>\n",
       "      <td>English</td>\n",
       "      <td>Courses are held in English. Some electives ma...</td>\n",
       "      <td>3 semesters</td>\n",
       "      <td>Winter and summer semester</td>\n",
       "      <td>Winter semester: 15 July (for international ap...</td>\n",
       "      <td>None</td>\n",
       "      <td>No</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "      <td>Master of Science</td>\n",
       "      <td>NaN</td>\n",
       "      <td>English</td>\n",
       "      <td>All courses are held in English. Compulsory el...</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>Winter semester</td>\n",
       "      <td>15 May for the following winter semester</td>\n",
       "      <td>None</td>\n",
       "      <td>No</td>\n",
       "      <td>...</td>\n",
       "      <td>Online sessionsOnline study material provided ...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "      <td>Master of Science</td>\n",
       "      <td>NaN</td>\n",
       "      <td>English</td>\n",
       "      <td>Courses are held in English.</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>Winter semester</td>\n",
       "      <td>Rolling application processAs we have a rollin...</td>\n",
       "      <td>7,500 EUR</td>\n",
       "      <td>No</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>The tuition fee for the entire MSc programme i...</td>\n",
       "      <td>Engineering Module 5 of the Master's programme...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "      <td>Master of Science (MSc)</td>\n",
       "      <td>University Chalmers, Göteborg, SwedenUniversit...</td>\n",
       "      <td>English</td>\n",
       "      <td>The WAREM modules are all taught in English. H...</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>Winter semester</td>\n",
       "      <td>15 February for the following winter semester,...</td>\n",
       "      <td>1,500 EUR</td>\n",
       "      <td>No</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>EU citizens do not pay tuition fees, whereas n...</td>\n",
       "      <td>A semester abroad is recommended, especially f...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "      <td>Master of Science</td>\n",
       "      <td>NaN</td>\n",
       "      <td>English</td>\n",
       "      <td>English and GermanGraduating is possible with ...</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>Winter and summer semester</td>\n",
       "      <td>15 June for the following winter semester30 No...</td>\n",
       "      <td>1,500 EUR</td>\n",
       "      <td>No</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Tuition fees apply for international students ...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "      <td>Master of Engineering</td>\n",
       "      <td>NaN</td>\n",
       "      <td>English</td>\n",
       "      <td>All courses are held in English.</td>\n",
       "      <td>3 semesters</td>\n",
       "      <td>Winter and summer semester</td>\n",
       "      <td>There areno application deadlines, so you can ...</td>\n",
       "      <td>6,450 EUR</td>\n",
       "      <td>No</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Applicants from EEA countries: 770 EUR per mon...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "      <td>Master of Arts in World Heritage Studies(Doubl...</td>\n",
       "      <td>Deakin University, Australia</td>\n",
       "      <td>English</td>\n",
       "      <td>The course is held entirely in English language.</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>Winter semester</td>\n",
       "      <td>15 July for the following winter semester</td>\n",
       "      <td>None</td>\n",
       "      <td>No</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "      <td>Master of Arts in World Heritage Studies</td>\n",
       "      <td>NaN</td>\n",
       "      <td>English</td>\n",
       "      <td>Courses are held entirely in English (100%).</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>Winter semester</td>\n",
       "      <td>Deadline: 15 August(viauni-assist)(Since stude...</td>\n",
       "      <td>None</td>\n",
       "      <td>No</td>\n",
       "      <td>...</td>\n",
       "      <td>Online sessions</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>DAADOther (e.g. state level)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Internationale Programme Digital (IP Digital)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "                                          Course Link  \\\n",
       "0   https://www2.daad.de/deutschland/studienangebo...   \n",
       "1   https://www2.daad.de/deutschland/studienangebo...   \n",
       "2   https://www2.daad.de/deutschland/studienangebo...   \n",
       "3   https://www2.daad.de/deutschland/studienangebo...   \n",
       "4   https://www2.daad.de/deutschland/studienangebo...   \n",
       "..                                                ...   \n",
       "58  https://www2.daad.de/deutschland/studienangebo...   \n",
       "59  https://www2.daad.de/deutschland/studienangebo...   \n",
       "60  https://www2.daad.de/deutschland/studienangebo...   \n",
       "61  https://www2.daad.de/deutschland/studienangebo...   \n",
       "62  https://www2.daad.de/deutschland/studienangebo...   \n",
       "\n",
       "                                               Degree  \\\n",
       "0                                   Master of Science   \n",
       "1                                   Master of Science   \n",
       "2                                   Master of Science   \n",
       "3                                   Master of Science   \n",
       "4                                   Master of Science   \n",
       "..                                                ...   \n",
       "58                            Master of Science (MSc)   \n",
       "59                                  Master of Science   \n",
       "60                              Master of Engineering   \n",
       "61  Master of Arts in World Heritage Studies(Doubl...   \n",
       "62           Master of Arts in World Heritage Studies   \n",
       "\n",
       "                                  In cooperation with Teaching language  \\\n",
       "0   A double degree option is possible in cooperat...           English   \n",
       "1                                                 NaN           English   \n",
       "2                                                 NaN           English   \n",
       "3                                                 NaN           English   \n",
       "4                                                 NaN           English   \n",
       "..                                                ...               ...   \n",
       "58  University Chalmers, Göteborg, SwedenUniversit...           English   \n",
       "59                                                NaN           English   \n",
       "60                                                NaN           English   \n",
       "61                       Deakin University, Australia           English   \n",
       "62                                                NaN           English   \n",
       "\n",
       "                                            Languages Programme duration  \\\n",
       "0                    All courses are held in English.        4 semesters   \n",
       "1   Courses are held in English (100%). However, b...        3 semesters   \n",
       "2   Courses are held in English. Some electives ma...        3 semesters   \n",
       "3   All courses are held in English. Compulsory el...        4 semesters   \n",
       "4                        Courses are held in English.        4 semesters   \n",
       "..                                                ...                ...   \n",
       "58  The WAREM modules are all taught in English. H...        4 semesters   \n",
       "59  English and GermanGraduating is possible with ...        4 semesters   \n",
       "60                   All courses are held in English.        3 semesters   \n",
       "61   The course is held entirely in English language.        4 semesters   \n",
       "62       Courses are held entirely in English (100%).        4 semesters   \n",
       "\n",
       "                     Beginning  \\\n",
       "0              Winter semester   \n",
       "1   Winter and summer semester   \n",
       "2   Winter and summer semester   \n",
       "3              Winter semester   \n",
       "4              Winter semester   \n",
       "..                         ...   \n",
       "58             Winter semester   \n",
       "59  Winter and summer semester   \n",
       "60  Winter and summer semester   \n",
       "61             Winter semester   \n",
       "62             Winter semester   \n",
       "\n",
       "                                 Application deadline  \\\n",
       "0   Applicants without European Union / European E...   \n",
       "1   Applicants with anon-EuropeanBachelor's degree...   \n",
       "2   Winter semester: 15 July (for international ap...   \n",
       "3            15 May for the following winter semester   \n",
       "4   Rolling application processAs we have a rollin...   \n",
       "..                                                ...   \n",
       "58  15 February for the following winter semester,...   \n",
       "59  15 June for the following winter semester30 No...   \n",
       "60  There areno application deadlines, so you can ...   \n",
       "61          15 July for the following winter semester   \n",
       "62  Deadline: 15 August(viauni-assist)(Since stude...   \n",
       "\n",
       "   Tuition fees per semester in EUR Combined Master's degree / PhD programme  \\\n",
       "0                              None                                       No   \n",
       "1                              None                                       No   \n",
       "2                              None                                       No   \n",
       "3                              None                                       No   \n",
       "4                         7,500 EUR                                       No   \n",
       "..                              ...                                      ...   \n",
       "58                        1,500 EUR                                       No   \n",
       "59                        1,500 EUR                                       No   \n",
       "60                        6,450 EUR                                       No   \n",
       "61                             None                                       No   \n",
       "62                             None                                       No   \n",
       "\n",
       "    ...                  Types of online learning elements  \\\n",
       "0   ...                                                NaN   \n",
       "1   ...                                                NaN   \n",
       "2   ...                                                NaN   \n",
       "3   ...  Online sessionsOnline study material provided ...   \n",
       "4   ...                                                NaN   \n",
       "..  ...                                                ...   \n",
       "58  ...                                                NaN   \n",
       "59  ...                                                NaN   \n",
       "60  ...                                                NaN   \n",
       "61  ...                                                NaN   \n",
       "62  ...                                    Online sessions   \n",
       "\n",
       "               Additional information on tuition fees  \\\n",
       "0                                                 NaN   \n",
       "1                                                 NaN   \n",
       "2                                                 NaN   \n",
       "3                                                 NaN   \n",
       "4   The tuition fee for the entire MSc programme i...   \n",
       "..                                                ...   \n",
       "58  EU citizens do not pay tuition fees, whereas n...   \n",
       "59  Tuition fees apply for international students ...   \n",
       "60  Applicants from EEA countries: 770 EUR per mon...   \n",
       "61                                                NaN   \n",
       "62                                                NaN   \n",
       "\n",
       "                      Integrated study abroad unit(s)  \\\n",
       "0                                                 NaN   \n",
       "1                                                 NaN   \n",
       "2                                                 NaN   \n",
       "3                                                 NaN   \n",
       "4   Engineering Module 5 of the Master's programme...   \n",
       "..                                                ...   \n",
       "58  A semester abroad is recommended, especially f...   \n",
       "59                                                NaN   \n",
       "60                                                NaN   \n",
       "61                                                NaN   \n",
       "62                                                NaN   \n",
       "\n",
       "   Special promotion / funding of the programme Supervisor-student ratio  \\\n",
       "0                                           NaN                      NaN   \n",
       "1                                           NaN                      NaN   \n",
       "2                                           NaN                      NaN   \n",
       "3                                           NaN                      NaN   \n",
       "4                                           NaN                      NaN   \n",
       "..                                          ...                      ...   \n",
       "58                                          NaN                      NaN   \n",
       "59                                          NaN                      NaN   \n",
       "60                                          NaN                      NaN   \n",
       "61                                          NaN                      NaN   \n",
       "62                 DAADOther (e.g. state level)                      NaN   \n",
       "\n",
       "                   Name of DAAD funding programme Current information  \\\n",
       "0                                             NaN                 NaN   \n",
       "1                                             NaN                 NaN   \n",
       "2                                             NaN                 NaN   \n",
       "3                                             NaN                 NaN   \n",
       "4                                             NaN                 NaN   \n",
       "..                                            ...                 ...   \n",
       "58                                            NaN                 NaN   \n",
       "59                                            NaN                 NaN   \n",
       "60                                            NaN                 NaN   \n",
       "61                                            NaN                 NaN   \n",
       "62  Internationale Programme Digital (IP Digital)                 NaN   \n",
       "\n",
       "   Certificates for specific modules are awarded  \\\n",
       "0                                            NaN   \n",
       "1                                            NaN   \n",
       "2                                            NaN   \n",
       "3                                            NaN   \n",
       "4                                            NaN   \n",
       "..                                           ...   \n",
       "58                                           NaN   \n",
       "59                                           NaN   \n",
       "60                                           NaN   \n",
       "61                                           NaN   \n",
       "62                                           NaN   \n",
       "\n",
       "   Technical equipment and programmes Course location  \n",
       "0                                 NaN             NaN  \n",
       "1                                 NaN             NaN  \n",
       "2                                 NaN             NaN  \n",
       "3                                 NaN             NaN  \n",
       "4                                 NaN             NaN  \n",
       "..                                ...             ...  \n",
       "58                                NaN             NaN  \n",
       "59                                NaN             NaN  \n",
       "60                                NaN             NaN  \n",
       "61                                NaN             NaN  \n",
       "62                                NaN             NaN  \n",
       "\n",
       "[63 rows x 48 columns]"
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       "      <th>Course Link</th>\n",
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       "      <th>0</th>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "      <td>Master of Science (MSc)</td>\n",
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       "      <td>Summer semester</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "      <th>1</th>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "      <td>Master of Science</td>\n",
       "      <td>NaN</td>\n",
       "      <td>English</td>\n",
       "      <td>The language of the programme is English. Part...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>Winter and summer semester</td>\n",
       "      <td>EU/EEA applicants: 15 July for the following w...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "      <td>Master of Science</td>\n",
       "      <td>NaN</td>\n",
       "      <td>English</td>\n",
       "      <td>English</td>\n",
       "      <td>full-time</td>\n",
       "      <td>3 semesters</td>\n",
       "      <td>Winter and summer semester</td>\n",
       "      <td>30 April for the following winter semester30 N...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "      <th>3</th>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "      <td>Master of Science in Advanced Manufacturing</td>\n",
       "      <td>NaN</td>\n",
       "      <td>English</td>\n",
       "      <td>Courses are taught in English (100%).</td>\n",
       "      <td>full-time</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>Winter semester</td>\n",
       "      <td>15 July for the following winter semester</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>Yes, compulsory</td>\n",
       "      <td>Access to databases with study materialMessage...</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "      <th>4</th>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "      <td>Master of Science</td>\n",
       "      <td>NaN</td>\n",
       "      <td>English</td>\n",
       "      <td>Courses are given in English (100%).</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
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       "      <th>297</th>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "      <td>Master of Business Administration and Engineering</td>\n",
       "      <td>NaN</td>\n",
       "      <td>English</td>\n",
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       "      <td>Winter and summer semester</td>\n",
       "      <td>Ourapplication portalis open during the follow...</td>\n",
       "      <td>3,300 EUR</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Fees include:organisational support before and...</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "    <tr>\n",
       "      <th>298</th>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "      <td>Master of Science</td>\n",
       "      <td>Cluster of Excellence PhoenixDHannoversches Ze...</td>\n",
       "      <td>English</td>\n",
       "      <td>The course can be studied in an English or a G...</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>Applicants from Germany and the EU1 June - 15 ...</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Hannover</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>299</th>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "      <td>Master of Science (MSc)</td>\n",
       "      <td>NaN</td>\n",
       "      <td>English</td>\n",
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       "      <td>Non-EU nationals:31 May(for the following wint...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Student coordinators, academic advisers, admin...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "    <tr>\n",
       "      <th>300</th>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "      <td>Master of Science in Photogrammetry and Geoinf...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>English</td>\n",
       "      <td>English</td>\n",
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       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "    <tr>\n",
       "      <th>301</th>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "      <td>Master of Science</td>\n",
       "      <td>Erasmus Mundus Master's programme Nanoscience ...</td>\n",
       "      <td>English</td>\n",
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       "      <td>31 May for the following winter semester</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "                                           Course Link  \\\n",
       "0    https://www2.daad.de/deutschland/studienangebo...   \n",
       "1    https://www2.daad.de/deutschland/studienangebo...   \n",
       "2    https://www2.daad.de/deutschland/studienangebo...   \n",
       "3    https://www2.daad.de/deutschland/studienangebo...   \n",
       "4    https://www2.daad.de/deutschland/studienangebo...   \n",
       "..                                                 ...   \n",
       "297  https://www2.daad.de/deutschland/studienangebo...   \n",
       "298  https://www2.daad.de/deutschland/studienangebo...   \n",
       "299  https://www2.daad.de/deutschland/studienangebo...   \n",
       "300  https://www2.daad.de/deutschland/studienangebo...   \n",
       "301  https://www2.daad.de/deutschland/studienangebo...   \n",
       "\n",
       "                                                Degree  \\\n",
       "0                              Master of Science (MSc)   \n",
       "1                                    Master of Science   \n",
       "2                                    Master of Science   \n",
       "3          Master of Science in Advanced Manufacturing   \n",
       "4                                    Master of Science   \n",
       "..                                                 ...   \n",
       "297  Master of Business Administration and Engineering   \n",
       "298                                  Master of Science   \n",
       "299                            Master of Science (MSc)   \n",
       "300  Master of Science in Photogrammetry and Geoinf...   \n",
       "301                                  Master of Science   \n",
       "\n",
       "                                   In cooperation with Teaching language  \\\n",
       "0    International partner universities in Spain, F...           English   \n",
       "1                                                  NaN           English   \n",
       "2                                                  NaN           English   \n",
       "3                                                  NaN           English   \n",
       "4                                                  NaN           English   \n",
       "..                                                 ...               ...   \n",
       "297                                                NaN           English   \n",
       "298  Cluster of Excellence PhoenixDHannoversches Ze...           English   \n",
       "299                                                NaN           English   \n",
       "300                                                NaN           English   \n",
       "301  Erasmus Mundus Master's programme Nanoscience ...           English   \n",
       "\n",
       "                                             Languages Full-time / part-time  \\\n",
       "0    All courses (120 ECTS) are offered in English....             full-time   \n",
       "1    The language of the programme is English. Part...                   NaN   \n",
       "2                                              English             full-time   \n",
       "3                Courses are taught in English (100%).             full-time   \n",
       "4                 Courses are given in English (100%).             full-time   \n",
       "..                                                 ...                   ...   \n",
       "297          The programme is fully taught in English.             full-time   \n",
       "298  The course can be studied in an English or a G...                   NaN   \n",
       "299  The Master's programme is taught entirely in E...             full-time   \n",
       "300                                            English             full-time   \n",
       "301  The Master's programme is taught completely in...             full-time   \n",
       "\n",
       "    Programme duration                   Beginning  \\\n",
       "0          4 semesters             Summer semester   \n",
       "1          4 semesters  Winter and summer semester   \n",
       "2          3 semesters  Winter and summer semester   \n",
       "3          4 semesters             Winter semester   \n",
       "4          4 semesters             Winter semester   \n",
       "..                 ...                         ...   \n",
       "297        4 semesters  Winter and summer semester   \n",
       "298        4 semesters  Winter and summer semester   \n",
       "299        4 semesters             Winter semester   \n",
       "300        3 semesters             Winter semester   \n",
       "301        4 semesters             Winter semester   \n",
       "\n",
       "                                  Application deadline  \\\n",
       "0    The application deadline for the next summer s...   \n",
       "1    EU/EEA applicants: 15 July for the following w...   \n",
       "2    30 April for the following winter semester30 N...   \n",
       "3            15 July for the following winter semester   \n",
       "4    15 AprilApplicants from India can submit the A...   \n",
       "..                                                 ...   \n",
       "297  Ourapplication portalis open during the follow...   \n",
       "298  Applicants from Germany and the EU1 June - 15 ...   \n",
       "299  Non-EU nationals:31 May(for the following wint...   \n",
       "300  DAAD scholarship application via university: 1...   \n",
       "301           31 May for the following winter semester   \n",
       "\n",
       "    Tuition fees per semester in EUR  ...  \\\n",
       "0                                NaN  ...   \n",
       "1                                NaN  ...   \n",
       "2                                NaN  ...   \n",
       "3                                NaN  ...   \n",
       "4                                NaN  ...   \n",
       "..                               ...  ...   \n",
       "297                        3,300 EUR  ...   \n",
       "298                              NaN  ...   \n",
       "299                              NaN  ...   \n",
       "300                        1,500 EUR  ...   \n",
       "301                              NaN  ...   \n",
       "\n",
       "    Phase(s) of attendance in Germany (applies to the entire programme)  \\\n",
       "0                                                  NaN                    \n",
       "1                                                  NaN                    \n",
       "2                                                  NaN                    \n",
       "3                                      Yes, compulsory                    \n",
       "4                                                  NaN                    \n",
       "..                                                 ...                    \n",
       "297                                                NaN                    \n",
       "298                                                NaN                    \n",
       "299                                                NaN                    \n",
       "300                                                NaN                    \n",
       "301                                                NaN                    \n",
       "\n",
       "                     Types of online learning elements  \\\n",
       "0                                                  NaN   \n",
       "1                                                  NaN   \n",
       "2                                                  NaN   \n",
       "3    Access to databases with study materialMessage...   \n",
       "4                                                  NaN   \n",
       "..                                                 ...   \n",
       "297                                                NaN   \n",
       "298                                                NaN   \n",
       "299                                                NaN   \n",
       "300                                                NaN   \n",
       "301                                                NaN   \n",
       "\n",
       "                    Technical equipment and programmes  \\\n",
       "0                                                  NaN   \n",
       "1                                                  NaN   \n",
       "2                                                  NaN   \n",
       "3    Internet access and a device for accessing the...   \n",
       "4                                                  NaN   \n",
       "..                                                 ...   \n",
       "297                                                NaN   \n",
       "298                                                NaN   \n",
       "299                                                NaN   \n",
       "300                                                NaN   \n",
       "301                                                NaN   \n",
       "\n",
       "                Additional information on tuition fees  \\\n",
       "0                                                  NaN   \n",
       "1                                                  NaN   \n",
       "2                                                  NaN   \n",
       "3                                                  NaN   \n",
       "4                                                  NaN   \n",
       "..                                                 ...   \n",
       "297  Fees include:organisational support before and...   \n",
       "298                                                NaN   \n",
       "299                                                NaN   \n",
       "300  International students are exempted from the s...   \n",
       "301                                                NaN   \n",
       "\n",
       "    General services and support for international students and doctoral candidates  \\\n",
       "0                                                  NaN                                \n",
       "1                                                  NaN                                \n",
       "2                                                  NaN                                \n",
       "3                                                  NaN                                \n",
       "4                                                  NaN                                \n",
       "..                                                 ...                                \n",
       "297  We know that adjusting to your new life in Ger...                                \n",
       "298                                                NaN                                \n",
       "299  Student coordinators, academic advisers, admin...                                \n",
       "300  Support with self-organised events (excursions...                                \n",
       "301                                                NaN                                \n",
       "\n",
       "           Description of other international elements Current information  \\\n",
       "0                                                  NaN                 NaN   \n",
       "1                                                  NaN                 NaN   \n",
       "2                                                  NaN                 NaN   \n",
       "3                                                  NaN                 NaN   \n",
       "4                                                  NaN                 NaN   \n",
       "..                                                 ...                 ...   \n",
       "297                                                NaN                 NaN   \n",
       "298                                                NaN                 NaN   \n",
       "299                                                NaN                 NaN   \n",
       "300  The thesis can be written abroad or in the hom...                 NaN   \n",
       "301                                                NaN                 NaN   \n",
       "\n",
       "    Integrated study abroad unit(s) Course location  \\\n",
       "0                               NaN             NaN   \n",
       "1                               NaN             NaN   \n",
       "2                               NaN             NaN   \n",
       "3                               NaN             NaN   \n",
       "4                               NaN             NaN   \n",
       "..                              ...             ...   \n",
       "297                             NaN             NaN   \n",
       "298                             NaN        Hannover   \n",
       "299                             NaN             NaN   \n",
       "300                             NaN             NaN   \n",
       "301                             NaN             NaN   \n",
       "\n",
       "    Name of DAAD funding programme  \n",
       "0                              NaN  \n",
       "1                              NaN  \n",
       "2                              NaN  \n",
       "3                              NaN  \n",
       "4                              NaN  \n",
       "..                             ...  \n",
       "297                            NaN  \n",
       "298                            NaN  \n",
       "299                            NaN  \n",
       "300                            NaN  \n",
       "301                            NaN  \n",
       "\n",
       "[302 rows x 48 columns]"
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     },
     "execution_count": 12,
     "metadata": {},
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   "source": [
    "df1 = pd.read_csv('/home/sanket/Documents/daad_germany_scraped_internal.csv')\n",
    "df1"
   ]
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  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "df2 = pd.DataFrame(data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(set(), set())"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
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   "source": [
    "set(df1.columns) - set(df2.columns), set(df2.columns) - set(df1.columns)"
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   "execution_count": 21,
   "metadata": {},
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   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "      <td>Master of Science</td>\n",
       "      <td>NaN</td>\n",
       "      <td>English</td>\n",
       "      <td>English</td>\n",
       "      <td>full-time</td>\n",
       "      <td>3 semesters</td>\n",
       "      <td>Winter and summer semester</td>\n",
       "      <td>30 April for the following winter semester30 N...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "      <td>Master of Science in Advanced Manufacturing</td>\n",
       "      <td>NaN</td>\n",
       "      <td>English</td>\n",
       "      <td>Courses are taught in English (100%).</td>\n",
       "      <td>full-time</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>Winter semester</td>\n",
       "      <td>15 July for the following winter semester</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>Yes, compulsory</td>\n",
       "      <td>Access to databases with study materialMessage...</td>\n",
       "      <td>Internet access and a device for accessing the...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "      <td>Master of Science</td>\n",
       "      <td>NaN</td>\n",
       "      <td>English</td>\n",
       "      <td>Courses are given in English (100%).</td>\n",
       "      <td>full-time</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>Winter semester</td>\n",
       "      <td>15 AprilApplicants from India can submit the A...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>58</th>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "      <td>Master of Science (MSc)</td>\n",
       "      <td>University Chalmers, Göteborg, SwedenUniversit...</td>\n",
       "      <td>English</td>\n",
       "      <td>The WAREM modules are all taught in English. H...</td>\n",
       "      <td>full-time</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>Winter semester</td>\n",
       "      <td>15 February for the following winter semester,...</td>\n",
       "      <td>1,500 EUR</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>EU citizens do not pay tuition fees, whereas n...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A semester abroad is recommended, especially f...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>59</th>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "      <td>Master of Science</td>\n",
       "      <td>NaN</td>\n",
       "      <td>English</td>\n",
       "      <td>English and GermanGraduating is possible with ...</td>\n",
       "      <td>full-time</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>Winter and summer semester</td>\n",
       "      <td>15 June for the following winter semester30 No...</td>\n",
       "      <td>1,500 EUR</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Tuition fees apply for international students ...</td>\n",
       "      <td>https://www.intl.kit.edu/istudies/15479.php</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "      <td>Master of Engineering</td>\n",
       "      <td>NaN</td>\n",
       "      <td>English</td>\n",
       "      <td>All courses are held in English.</td>\n",
       "      <td>full-time</td>\n",
       "      <td>3 semesters</td>\n",
       "      <td>Winter and summer semester</td>\n",
       "      <td>There areno application deadlines, so you can ...</td>\n",
       "      <td>6,450 EUR</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Applicants from EEA countries: 770 EUR per mon...</td>\n",
       "      <td>International Cultural Club, workshops, free l...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>61</th>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "      <td>Master of Arts in World Heritage Studies(Doubl...</td>\n",
       "      <td>Deakin University, Australia</td>\n",
       "      <td>English</td>\n",
       "      <td>The course is held entirely in English language.</td>\n",
       "      <td>full-time</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>Winter semester</td>\n",
       "      <td>15 July for the following winter semester</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>62</th>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "      <td>Master of Arts in World Heritage Studies</td>\n",
       "      <td>NaN</td>\n",
       "      <td>English</td>\n",
       "      <td>Courses are held entirely in English (100%).</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>Winter semester</td>\n",
       "      <td>Deadline: 15 August(viauni-assist)(Since stude...</td>\n",
       "      <td>None</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>Online sessions</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Internationale Programme Digital (IP Digital)</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>365 rows × 48 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                          Course Link  \\\n",
       "0   https://www2.daad.de/deutschland/studienangebo...   \n",
       "1   https://www2.daad.de/deutschland/studienangebo...   \n",
       "2   https://www2.daad.de/deutschland/studienangebo...   \n",
       "3   https://www2.daad.de/deutschland/studienangebo...   \n",
       "4   https://www2.daad.de/deutschland/studienangebo...   \n",
       "..                                                ...   \n",
       "58  https://www2.daad.de/deutschland/studienangebo...   \n",
       "59  https://www2.daad.de/deutschland/studienangebo...   \n",
       "60  https://www2.daad.de/deutschland/studienangebo...   \n",
       "61  https://www2.daad.de/deutschland/studienangebo...   \n",
       "62  https://www2.daad.de/deutschland/studienangebo...   \n",
       "\n",
       "                                               Degree  \\\n",
       "0                             Master of Science (MSc)   \n",
       "1                                   Master of Science   \n",
       "2                                   Master of Science   \n",
       "3         Master of Science in Advanced Manufacturing   \n",
       "4                                   Master of Science   \n",
       "..                                                ...   \n",
       "58                            Master of Science (MSc)   \n",
       "59                                  Master of Science   \n",
       "60                              Master of Engineering   \n",
       "61  Master of Arts in World Heritage Studies(Doubl...   \n",
       "62           Master of Arts in World Heritage Studies   \n",
       "\n",
       "                                  In cooperation with Teaching language  \\\n",
       "0   International partner universities in Spain, F...           English   \n",
       "1                                                 NaN           English   \n",
       "2                                                 NaN           English   \n",
       "3                                                 NaN           English   \n",
       "4                                                 NaN           English   \n",
       "..                                                ...               ...   \n",
       "58  University Chalmers, Göteborg, SwedenUniversit...           English   \n",
       "59                                                NaN           English   \n",
       "60                                                NaN           English   \n",
       "61                       Deakin University, Australia           English   \n",
       "62                                                NaN           English   \n",
       "\n",
       "                                            Languages Full-time / part-time  \\\n",
       "0   All courses (120 ECTS) are offered in English....             full-time   \n",
       "1   The language of the programme is English. Part...                   NaN   \n",
       "2                                             English             full-time   \n",
       "3               Courses are taught in English (100%).             full-time   \n",
       "4                Courses are given in English (100%).             full-time   \n",
       "..                                                ...                   ...   \n",
       "58  The WAREM modules are all taught in English. H...             full-time   \n",
       "59  English and GermanGraduating is possible with ...             full-time   \n",
       "60                   All courses are held in English.             full-time   \n",
       "61   The course is held entirely in English language.             full-time   \n",
       "62       Courses are held entirely in English (100%).                   NaN   \n",
       "\n",
       "   Programme duration                   Beginning  \\\n",
       "0         4 semesters             Summer semester   \n",
       "1         4 semesters  Winter and summer semester   \n",
       "2         3 semesters  Winter and summer semester   \n",
       "3         4 semesters             Winter semester   \n",
       "4         4 semesters             Winter semester   \n",
       "..                ...                         ...   \n",
       "58        4 semesters             Winter semester   \n",
       "59        4 semesters  Winter and summer semester   \n",
       "60        3 semesters  Winter and summer semester   \n",
       "61        4 semesters             Winter semester   \n",
       "62        4 semesters             Winter semester   \n",
       "\n",
       "                                 Application deadline  \\\n",
       "0   The application deadline for the next summer s...   \n",
       "1   EU/EEA applicants: 15 July for the following w...   \n",
       "2   30 April for the following winter semester30 N...   \n",
       "3           15 July for the following winter semester   \n",
       "4   15 AprilApplicants from India can submit the A...   \n",
       "..                                                ...   \n",
       "58  15 February for the following winter semester,...   \n",
       "59  15 June for the following winter semester30 No...   \n",
       "60  There areno application deadlines, so you can ...   \n",
       "61          15 July for the following winter semester   \n",
       "62  Deadline: 15 August(viauni-assist)(Since stude...   \n",
       "\n",
       "   Tuition fees per semester in EUR  ...  \\\n",
       "0                               NaN  ...   \n",
       "1                               NaN  ...   \n",
       "2                               NaN  ...   \n",
       "3                               NaN  ...   \n",
       "4                               NaN  ...   \n",
       "..                              ...  ...   \n",
       "58                        1,500 EUR  ...   \n",
       "59                        1,500 EUR  ...   \n",
       "60                        6,450 EUR  ...   \n",
       "61                             None  ...   \n",
       "62                             None  ...   \n",
       "\n",
       "   Phase(s) of attendance in Germany (applies to the entire programme)  \\\n",
       "0                                                 NaN                    \n",
       "1                                                 NaN                    \n",
       "2                                                 NaN                    \n",
       "3                                     Yes, compulsory                    \n",
       "4                                                 NaN                    \n",
       "..                                                ...                    \n",
       "58                                                NaN                    \n",
       "59                                                NaN                    \n",
       "60                                                NaN                    \n",
       "61                                                NaN                    \n",
       "62                                               None                    \n",
       "\n",
       "                    Types of online learning elements  \\\n",
       "0                                                 NaN   \n",
       "1                                                 NaN   \n",
       "2                                                 NaN   \n",
       "3   Access to databases with study materialMessage...   \n",
       "4                                                 NaN   \n",
       "..                                                ...   \n",
       "58                                                NaN   \n",
       "59                                                NaN   \n",
       "60                                                NaN   \n",
       "61                                                NaN   \n",
       "62                                    Online sessions   \n",
       "\n",
       "                   Technical equipment and programmes  \\\n",
       "0                                                 NaN   \n",
       "1                                                 NaN   \n",
       "2                                                 NaN   \n",
       "3   Internet access and a device for accessing the...   \n",
       "4                                                 NaN   \n",
       "..                                                ...   \n",
       "58                                                NaN   \n",
       "59                                                NaN   \n",
       "60                                                NaN   \n",
       "61                                                NaN   \n",
       "62                                                NaN   \n",
       "\n",
       "               Additional information on tuition fees  \\\n",
       "0                                                 NaN   \n",
       "1                                                 NaN   \n",
       "2                                                 NaN   \n",
       "3                                                 NaN   \n",
       "4                                                 NaN   \n",
       "..                                                ...   \n",
       "58  EU citizens do not pay tuition fees, whereas n...   \n",
       "59  Tuition fees apply for international students ...   \n",
       "60  Applicants from EEA countries: 770 EUR per mon...   \n",
       "61                                                NaN   \n",
       "62                                                NaN   \n",
       "\n",
       "   General services and support for international students and doctoral candidates  \\\n",
       "0                                                 NaN                                \n",
       "1                                                 NaN                                \n",
       "2                                                 NaN                                \n",
       "3                                                 NaN                                \n",
       "4                                                 NaN                                \n",
       "..                                                ...                                \n",
       "58                                                NaN                                \n",
       "59        https://www.intl.kit.edu/istudies/15479.php                                \n",
       "60  International Cultural Club, workshops, free l...                                \n",
       "61                                                NaN                                \n",
       "62                                                NaN                                \n",
       "\n",
       "   Description of other international elements Current information  \\\n",
       "0                                          NaN                 NaN   \n",
       "1                                          NaN                 NaN   \n",
       "2                                          NaN                 NaN   \n",
       "3                                          NaN                 NaN   \n",
       "4                                          NaN                 NaN   \n",
       "..                                         ...                 ...   \n",
       "58                                         NaN                 NaN   \n",
       "59                                         NaN                 NaN   \n",
       "60                                         NaN                 NaN   \n",
       "61                                         NaN                 NaN   \n",
       "62                                         NaN                 NaN   \n",
       "\n",
       "                      Integrated study abroad unit(s) Course location  \\\n",
       "0                                                 NaN             NaN   \n",
       "1                                                 NaN             NaN   \n",
       "2                                                 NaN             NaN   \n",
       "3                                                 NaN             NaN   \n",
       "4                                                 NaN             NaN   \n",
       "..                                                ...             ...   \n",
       "58  A semester abroad is recommended, especially f...             NaN   \n",
       "59                                                NaN             NaN   \n",
       "60                                                NaN             NaN   \n",
       "61                                                NaN             NaN   \n",
       "62                                                NaN             NaN   \n",
       "\n",
       "                   Name of DAAD funding programme  \n",
       "0                                             NaN  \n",
       "1                                             NaN  \n",
       "2                                             NaN  \n",
       "3                                             NaN  \n",
       "4                                             NaN  \n",
       "..                                            ...  \n",
       "58                                            NaN  \n",
       "59                                            NaN  \n",
       "60                                            NaN  \n",
       "61                                            NaN  \n",
       "62  Internationale Programme Digital (IP Digital)  \n",
       "\n",
       "[365 rows x 48 columns]"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "combined_df = pd.concat([df1, df2], axis=0)\n",
    "combined_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Course Type</th>\n",
       "      <th>Course Title</th>\n",
       "      <th>Course Subtitle</th>\n",
       "      <th>Course Location</th>\n",
       "      <th>Subject</th>\n",
       "      <th>Beginning</th>\n",
       "      <th>Tuition fees per semester</th>\n",
       "      <th>Language</th>\n",
       "      <th>Duration</th>\n",
       "      <th>Course Link</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>Advanced Architecture — From Urban Design to B...</td>\n",
       "      <td>Frankfurt University of Applied Sciences •</td>\n",
       "      <td>Frankfurt am Main</td>\n",
       "      <td>Architecture</td>\n",
       "      <td>Summer semester</td>\n",
       "      <td>none</td>\n",
       "      <td>English</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
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       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>Advanced Computational Methods in Civil Engine...</td>\n",
       "      <td>RWTH Aachen University •</td>\n",
       "      <td>Aachen</td>\n",
       "      <td>Civil Engineering</td>\n",
       "      <td>Winter semester, Summer semester</td>\n",
       "      <td>none</td>\n",
       "      <td>English</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>Advanced Green Engineering and Sustainable Man...</td>\n",
       "      <td>Westsächsische Hochschule Zwickau - University...</td>\n",
       "      <td>Zwickau</td>\n",
       "      <td>Engineering in general</td>\n",
       "      <td>Winter semester, Summer semester</td>\n",
       "      <td>none</td>\n",
       "      <td>English</td>\n",
       "      <td>3 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>Advanced Manufacturing</td>\n",
       "      <td>Chemnitz University of Technology •</td>\n",
       "      <td>Chemnitz</td>\n",
       "      <td>Engineering in general</td>\n",
       "      <td>Winter semester</td>\n",
       "      <td>none</td>\n",
       "      <td>English</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>Advanced Materials Analysis</td>\n",
       "      <td>TU Bergakademie Freiberg •</td>\n",
       "      <td>Freiberg</td>\n",
       "      <td>Mining, Metallurgy</td>\n",
       "      <td>Winter semester</td>\n",
       "      <td>none</td>\n",
       "      <td>English</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>360</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>Water Resources Engineering and Management (WA...</td>\n",
       "      <td>University of Stuttgart •</td>\n",
       "      <td>Stuttgart</td>\n",
       "      <td>Engineering in general</td>\n",
       "      <td>Winter semester</td>\n",
       "      <td>varied</td>\n",
       "      <td>English</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>361</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>Water Science and Engineering</td>\n",
       "      <td>Karlsruhe Institute of Technology •</td>\n",
       "      <td>Karlsruhe</td>\n",
       "      <td>Civil Engineering</td>\n",
       "      <td>Winter semester, Summer semester</td>\n",
       "      <td>EUR 1,500</td>\n",
       "      <td>English</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>362</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>Water Technology (MEng)</td>\n",
       "      <td>SRH Universities •</td>\n",
       "      <td>Heidelberg</td>\n",
       "      <td>Engineering in general</td>\n",
       "      <td>Winter semester, Summer semester</td>\n",
       "      <td>EUR 6,450</td>\n",
       "      <td>English</td>\n",
       "      <td>3 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>363</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>World Heritage Studies (WHS On-Campus)</td>\n",
       "      <td>Brandenburg University of Technology Cottbus-S...</td>\n",
       "      <td>Cottbus</td>\n",
       "      <td>Languages and Cultural Studies in general</td>\n",
       "      <td>Winter semester</td>\n",
       "      <td>none</td>\n",
       "      <td>Languages and Cultural Studies in general</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>364</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>World Heritage Studies Online (WHS Online)</td>\n",
       "      <td>Brandenburg University of Technology Cottbus-S...</td>\n",
       "      <td>Cottbus</td>\n",
       "      <td>Languages and Cultural Studies in general</td>\n",
       "      <td>Winter semester</td>\n",
       "      <td>none</td>\n",
       "      <td>Languages and Cultural Studies in general</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>365 rows × 10 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "           Course Type                                       Course Title  \\\n",
       "0    Master's degree •  Advanced Architecture — From Urban Design to B...   \n",
       "1    Master's degree •  Advanced Computational Methods in Civil Engine...   \n",
       "2    Master's degree •  Advanced Green Engineering and Sustainable Man...   \n",
       "3    Master's degree •                             Advanced Manufacturing   \n",
       "4    Master's degree •                        Advanced Materials Analysis   \n",
       "..                 ...                                                ...   \n",
       "360  Master's degree •  Water Resources Engineering and Management (WA...   \n",
       "361  Master's degree •                      Water Science and Engineering   \n",
       "362  Master's degree •                            Water Technology (MEng)   \n",
       "363  Master's degree •             World Heritage Studies (WHS On-Campus)   \n",
       "364  Master's degree •         World Heritage Studies Online (WHS Online)   \n",
       "\n",
       "                                       Course Subtitle    Course Location  \\\n",
       "0           Frankfurt University of Applied Sciences •  Frankfurt am Main   \n",
       "1                             RWTH Aachen University •             Aachen   \n",
       "2    Westsächsische Hochschule Zwickau - University...            Zwickau   \n",
       "3                  Chemnitz University of Technology •           Chemnitz   \n",
       "4                           TU Bergakademie Freiberg •           Freiberg   \n",
       "..                                                 ...                ...   \n",
       "360                          University of Stuttgart •          Stuttgart   \n",
       "361                Karlsruhe Institute of Technology •          Karlsruhe   \n",
       "362                                 SRH Universities •         Heidelberg   \n",
       "363  Brandenburg University of Technology Cottbus-S...            Cottbus   \n",
       "364  Brandenburg University of Technology Cottbus-S...            Cottbus   \n",
       "\n",
       "                                       Subject  \\\n",
       "0                                 Architecture   \n",
       "1                            Civil Engineering   \n",
       "2                       Engineering in general   \n",
       "3                       Engineering in general   \n",
       "4                           Mining, Metallurgy   \n",
       "..                                         ...   \n",
       "360                     Engineering in general   \n",
       "361                          Civil Engineering   \n",
       "362                     Engineering in general   \n",
       "363  Languages and Cultural Studies in general   \n",
       "364  Languages and Cultural Studies in general   \n",
       "\n",
       "                            Beginning Tuition fees per semester  \\\n",
       "0                     Summer semester                      none   \n",
       "1    Winter semester, Summer semester                      none   \n",
       "2    Winter semester, Summer semester                      none   \n",
       "3                     Winter semester                      none   \n",
       "4                     Winter semester                      none   \n",
       "..                                ...                       ...   \n",
       "360                   Winter semester                    varied   \n",
       "361  Winter semester, Summer semester                 EUR 1,500   \n",
       "362  Winter semester, Summer semester                 EUR 6,450   \n",
       "363                   Winter semester                      none   \n",
       "364                   Winter semester                      none   \n",
       "\n",
       "                                      Language     Duration  \\\n",
       "0                                      English  4 semesters   \n",
       "1                                      English  4 semesters   \n",
       "2                                      English  3 semesters   \n",
       "3                                      English  4 semesters   \n",
       "4                                      English  4 semesters   \n",
       "..                                         ...          ...   \n",
       "360                                    English  4 semesters   \n",
       "361                                    English  4 semesters   \n",
       "362                                    English  3 semesters   \n",
       "363  Languages and Cultural Studies in general  4 semesters   \n",
       "364  Languages and Cultural Studies in general  4 semesters   \n",
       "\n",
       "                                           Course Link  \n",
       "0    https://www2.daad.de/deutschland/studienangebo...  \n",
       "1    https://www2.daad.de/deutschland/studienangebo...  \n",
       "2    https://www2.daad.de/deutschland/studienangebo...  \n",
       "3    https://www2.daad.de/deutschland/studienangebo...  \n",
       "4    https://www2.daad.de/deutschland/studienangebo...  \n",
       "..                                                 ...  \n",
       "360  https://www2.daad.de/deutschland/studienangebo...  \n",
       "361  https://www2.daad.de/deutschland/studienangebo...  \n",
       "362  https://www2.daad.de/deutschland/studienangebo...  \n",
       "363  https://www2.daad.de/deutschland/studienangebo...  \n",
       "364  https://www2.daad.de/deutschland/studienangebo...  \n",
       "\n",
       "[365 rows x 10 columns]"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "initial_df = pd.read_csv('/home/sanket/Documents/daad_germany_scraped.csv')\n",
    "initial_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Course Type</th>\n",
       "      <th>Course Title</th>\n",
       "      <th>Course Subtitle</th>\n",
       "      <th>Course Location</th>\n",
       "      <th>Subject</th>\n",
       "      <th>Beginning_x</th>\n",
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       "      <th>Language</th>\n",
       "      <th>Duration</th>\n",
       "      <th>Course Link</th>\n",
       "      <th>...</th>\n",
       "      <th>Phase(s) of attendance in Germany (applies to the entire programme)</th>\n",
       "      <th>Types of online learning elements</th>\n",
       "      <th>Technical equipment and programmes</th>\n",
       "      <th>Additional information on tuition fees</th>\n",
       "      <th>General services and support for international students and doctoral candidates</th>\n",
       "      <th>Description of other international elements</th>\n",
       "      <th>Current information</th>\n",
       "      <th>Integrated study abroad unit(s)</th>\n",
       "      <th>Course location</th>\n",
       "      <th>Name of DAAD funding programme</th>\n",
       "    </tr>\n",
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       "      <th>0</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>Advanced Architecture — From Urban Design to B...</td>\n",
       "      <td>Frankfurt University of Applied Sciences •</td>\n",
       "      <td>Frankfurt am Main</td>\n",
       "      <td>Architecture</td>\n",
       "      <td>Summer semester</td>\n",
       "      <td>none</td>\n",
       "      <td>English</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>Advanced Computational Methods in Civil Engine...</td>\n",
       "      <td>RWTH Aachen University •</td>\n",
       "      <td>Aachen</td>\n",
       "      <td>Civil Engineering</td>\n",
       "      <td>Winter semester, Summer semester</td>\n",
       "      <td>none</td>\n",
       "      <td>English</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>Advanced Green Engineering and Sustainable Man...</td>\n",
       "      <td>Westsächsische Hochschule Zwickau - University...</td>\n",
       "      <td>Zwickau</td>\n",
       "      <td>Engineering in general</td>\n",
       "      <td>Winter semester, Summer semester</td>\n",
       "      <td>none</td>\n",
       "      <td>English</td>\n",
       "      <td>3 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>Advanced Manufacturing</td>\n",
       "      <td>Chemnitz University of Technology •</td>\n",
       "      <td>Chemnitz</td>\n",
       "      <td>Engineering in general</td>\n",
       "      <td>Winter semester</td>\n",
       "      <td>none</td>\n",
       "      <td>English</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "      <td>...</td>\n",
       "      <td>Yes, compulsory</td>\n",
       "      <td>Access to databases with study materialMessage...</td>\n",
       "      <td>Internet access and a device for accessing the...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>Advanced Materials Analysis</td>\n",
       "      <td>TU Bergakademie Freiberg •</td>\n",
       "      <td>Freiberg</td>\n",
       "      <td>Mining, Metallurgy</td>\n",
       "      <td>Winter semester</td>\n",
       "      <td>none</td>\n",
       "      <td>English</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
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       "    <tr>\n",
       "      <th>360</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>Water Resources Engineering and Management (WA...</td>\n",
       "      <td>University of Stuttgart •</td>\n",
       "      <td>Stuttgart</td>\n",
       "      <td>Engineering in general</td>\n",
       "      <td>Winter semester</td>\n",
       "      <td>varied</td>\n",
       "      <td>English</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>EU citizens do not pay tuition fees, whereas n...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>A semester abroad is recommended, especially f...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>361</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>Water Science and Engineering</td>\n",
       "      <td>Karlsruhe Institute of Technology •</td>\n",
       "      <td>Karlsruhe</td>\n",
       "      <td>Civil Engineering</td>\n",
       "      <td>Winter semester, Summer semester</td>\n",
       "      <td>EUR 1,500</td>\n",
       "      <td>English</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Tuition fees apply for international students ...</td>\n",
       "      <td>https://www.intl.kit.edu/istudies/15479.php</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>362</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>Water Technology (MEng)</td>\n",
       "      <td>SRH Universities •</td>\n",
       "      <td>Heidelberg</td>\n",
       "      <td>Engineering in general</td>\n",
       "      <td>Winter semester, Summer semester</td>\n",
       "      <td>EUR 6,450</td>\n",
       "      <td>English</td>\n",
       "      <td>3 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Applicants from EEA countries: 770 EUR per mon...</td>\n",
       "      <td>International Cultural Club, workshops, free l...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>363</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>World Heritage Studies (WHS On-Campus)</td>\n",
       "      <td>Brandenburg University of Technology Cottbus-S...</td>\n",
       "      <td>Cottbus</td>\n",
       "      <td>Languages and Cultural Studies in general</td>\n",
       "      <td>Winter semester</td>\n",
       "      <td>none</td>\n",
       "      <td>Languages and Cultural Studies in general</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "      <td>...</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>364</th>\n",
       "      <td>Master's degree •</td>\n",
       "      <td>World Heritage Studies Online (WHS Online)</td>\n",
       "      <td>Brandenburg University of Technology Cottbus-S...</td>\n",
       "      <td>Cottbus</td>\n",
       "      <td>Languages and Cultural Studies in general</td>\n",
       "      <td>Winter semester</td>\n",
       "      <td>none</td>\n",
       "      <td>Languages and Cultural Studies in general</td>\n",
       "      <td>4 semesters</td>\n",
       "      <td>https://www2.daad.de/deutschland/studienangebo...</td>\n",
       "      <td>...</td>\n",
       "      <td>None</td>\n",
       "      <td>Online sessions</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Internationale Programme Digital (IP Digital)</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>365 rows × 57 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "           Course Type                                       Course Title  \\\n",
       "0    Master's degree •  Advanced Architecture — From Urban Design to B...   \n",
       "1    Master's degree •  Advanced Computational Methods in Civil Engine...   \n",
       "2    Master's degree •  Advanced Green Engineering and Sustainable Man...   \n",
       "3    Master's degree •                             Advanced Manufacturing   \n",
       "4    Master's degree •                        Advanced Materials Analysis   \n",
       "..                 ...                                                ...   \n",
       "360  Master's degree •  Water Resources Engineering and Management (WA...   \n",
       "361  Master's degree •                      Water Science and Engineering   \n",
       "362  Master's degree •                            Water Technology (MEng)   \n",
       "363  Master's degree •             World Heritage Studies (WHS On-Campus)   \n",
       "364  Master's degree •         World Heritage Studies Online (WHS Online)   \n",
       "\n",
       "                                       Course Subtitle    Course Location  \\\n",
       "0           Frankfurt University of Applied Sciences •  Frankfurt am Main   \n",
       "1                             RWTH Aachen University •             Aachen   \n",
       "2    Westsächsische Hochschule Zwickau - University...            Zwickau   \n",
       "3                  Chemnitz University of Technology •           Chemnitz   \n",
       "4                           TU Bergakademie Freiberg •           Freiberg   \n",
       "..                                                 ...                ...   \n",
       "360                          University of Stuttgart •          Stuttgart   \n",
       "361                Karlsruhe Institute of Technology •          Karlsruhe   \n",
       "362                                 SRH Universities •         Heidelberg   \n",
       "363  Brandenburg University of Technology Cottbus-S...            Cottbus   \n",
       "364  Brandenburg University of Technology Cottbus-S...            Cottbus   \n",
       "\n",
       "                                       Subject  \\\n",
       "0                                 Architecture   \n",
       "1                            Civil Engineering   \n",
       "2                       Engineering in general   \n",
       "3                       Engineering in general   \n",
       "4                           Mining, Metallurgy   \n",
       "..                                         ...   \n",
       "360                     Engineering in general   \n",
       "361                          Civil Engineering   \n",
       "362                     Engineering in general   \n",
       "363  Languages and Cultural Studies in general   \n",
       "364  Languages and Cultural Studies in general   \n",
       "\n",
       "                          Beginning_x Tuition fees per semester  \\\n",
       "0                     Summer semester                      none   \n",
       "1    Winter semester, Summer semester                      none   \n",
       "2    Winter semester, Summer semester                      none   \n",
       "3                     Winter semester                      none   \n",
       "4                     Winter semester                      none   \n",
       "..                                ...                       ...   \n",
       "360                   Winter semester                    varied   \n",
       "361  Winter semester, Summer semester                 EUR 1,500   \n",
       "362  Winter semester, Summer semester                 EUR 6,450   \n",
       "363                   Winter semester                      none   \n",
       "364                   Winter semester                      none   \n",
       "\n",
       "                                      Language     Duration  \\\n",
       "0                                      English  4 semesters   \n",
       "1                                      English  4 semesters   \n",
       "2                                      English  3 semesters   \n",
       "3                                      English  4 semesters   \n",
       "4                                      English  4 semesters   \n",
       "..                                         ...          ...   \n",
       "360                                    English  4 semesters   \n",
       "361                                    English  4 semesters   \n",
       "362                                    English  3 semesters   \n",
       "363  Languages and Cultural Studies in general  4 semesters   \n",
       "364  Languages and Cultural Studies in general  4 semesters   \n",
       "\n",
       "                                           Course Link  ...  \\\n",
       "0    https://www2.daad.de/deutschland/studienangebo...  ...   \n",
       "1    https://www2.daad.de/deutschland/studienangebo...  ...   \n",
       "2    https://www2.daad.de/deutschland/studienangebo...  ...   \n",
       "3    https://www2.daad.de/deutschland/studienangebo...  ...   \n",
       "4    https://www2.daad.de/deutschland/studienangebo...  ...   \n",
       "..                                                 ...  ...   \n",
       "360  https://www2.daad.de/deutschland/studienangebo...  ...   \n",
       "361  https://www2.daad.de/deutschland/studienangebo...  ...   \n",
       "362  https://www2.daad.de/deutschland/studienangebo...  ...   \n",
       "363  https://www2.daad.de/deutschland/studienangebo...  ...   \n",
       "364  https://www2.daad.de/deutschland/studienangebo...  ...   \n",
       "\n",
       "    Phase(s) of attendance in Germany (applies to the entire programme)  \\\n",
       "0                                                  NaN                    \n",
       "1                                                  NaN                    \n",
       "2                                                  NaN                    \n",
       "3                                      Yes, compulsory                    \n",
       "4                                                  NaN                    \n",
       "..                                                 ...                    \n",
       "360                                                NaN                    \n",
       "361                                                NaN                    \n",
       "362                                                NaN                    \n",
       "363                                                NaN                    \n",
       "364                                               None                    \n",
       "\n",
       "                     Types of online learning elements  \\\n",
       "0                                                  NaN   \n",
       "1                                                  NaN   \n",
       "2                                                  NaN   \n",
       "3    Access to databases with study materialMessage...   \n",
       "4                                                  NaN   \n",
       "..                                                 ...   \n",
       "360                                                NaN   \n",
       "361                                                NaN   \n",
       "362                                                NaN   \n",
       "363                                                NaN   \n",
       "364                                    Online sessions   \n",
       "\n",
       "                    Technical equipment and programmes  \\\n",
       "0                                                  NaN   \n",
       "1                                                  NaN   \n",
       "2                                                  NaN   \n",
       "3    Internet access and a device for accessing the...   \n",
       "4                                                  NaN   \n",
       "..                                                 ...   \n",
       "360                                                NaN   \n",
       "361                                                NaN   \n",
       "362                                                NaN   \n",
       "363                                                NaN   \n",
       "364                                                NaN   \n",
       "\n",
       "                Additional information on tuition fees  \\\n",
       "0                                                  NaN   \n",
       "1                                                  NaN   \n",
       "2                                                  NaN   \n",
       "3                                                  NaN   \n",
       "4                                                  NaN   \n",
       "..                                                 ...   \n",
       "360  EU citizens do not pay tuition fees, whereas n...   \n",
       "361  Tuition fees apply for international students ...   \n",
       "362  Applicants from EEA countries: 770 EUR per mon...   \n",
       "363                                                NaN   \n",
       "364                                                NaN   \n",
       "\n",
       "    General services and support for international students and doctoral candidates  \\\n",
       "0                                                  NaN                                \n",
       "1                                                  NaN                                \n",
       "2                                                  NaN                                \n",
       "3                                                  NaN                                \n",
       "4                                                  NaN                                \n",
       "..                                                 ...                                \n",
       "360                                                NaN                                \n",
       "361        https://www.intl.kit.edu/istudies/15479.php                                \n",
       "362  International Cultural Club, workshops, free l...                                \n",
       "363                                                NaN                                \n",
       "364                                                NaN                                \n",
       "\n",
       "    Description of other international elements Current information  \\\n",
       "0                                           NaN                 NaN   \n",
       "1                                           NaN                 NaN   \n",
       "2                                           NaN                 NaN   \n",
       "3                                           NaN                 NaN   \n",
       "4                                           NaN                 NaN   \n",
       "..                                          ...                 ...   \n",
       "360                                         NaN                 NaN   \n",
       "361                                         NaN                 NaN   \n",
       "362                                         NaN                 NaN   \n",
       "363                                         NaN                 NaN   \n",
       "364                                         NaN                 NaN   \n",
       "\n",
       "                       Integrated study abroad unit(s) Course location  \\\n",
       "0                                                  NaN             NaN   \n",
       "1                                                  NaN             NaN   \n",
       "2                                                  NaN             NaN   \n",
       "3                                                  NaN             NaN   \n",
       "4                                                  NaN             NaN   \n",
       "..                                                 ...             ...   \n",
       "360  A semester abroad is recommended, especially f...             NaN   \n",
       "361                                                NaN             NaN   \n",
       "362                                                NaN             NaN   \n",
       "363                                                NaN             NaN   \n",
       "364                                                NaN             NaN   \n",
       "\n",
       "                    Name of DAAD funding programme  \n",
       "0                                              NaN  \n",
       "1                                              NaN  \n",
       "2                                              NaN  \n",
       "3                                              NaN  \n",
       "4                                              NaN  \n",
       "..                                             ...  \n",
       "360                                            NaN  \n",
       "361                                            NaN  \n",
       "362                                            NaN  \n",
       "363                                            NaN  \n",
       "364  Internationale Programme Digital (IP Digital)  \n",
       "\n",
       "[365 rows x 57 columns]"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "initial_df.merge(combined_df, on='Course Link')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [],
   "source": [
    "final_daad = initial_df.merge(combined_df, on='Course Link')\n",
    "final_daad.to_csv('Whole_Daad_DB.csv', index=None)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [],
   "source": [
    "final_daad.to_excel('Whole_Daad_DB.xlsx', index=None)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "# driver.quit()"
   ]
  }
 ],
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