diff --git a/.gitignore b/.gitignore
index 1acd4f7..e89a293 100644
--- a/.gitignore
+++ b/.gitignore
@@ -7,4 +7,6 @@
 !frames/*
 !.gitignore
 !Readme.md
-!*beamer*theme*
\ No newline at end of file
+!*beamer*theme*
+!data_modelling
+!data_modelling/*
\ No newline at end of file
diff --git a/Ford_vs_Musk_Presentation.pdf b/Ford_vs_Musk_Presentation.pdf
index 84e2dcf..4b187b9 100644
Binary files a/Ford_vs_Musk_Presentation.pdf and b/Ford_vs_Musk_Presentation.pdf differ
diff --git a/data_modelling/^IXIC.csv b/data_modelling/^IXIC.csv
new file mode 100644
index 0000000..139cf04
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\ No newline at end of file
diff --git a/data_modelling/dot-com-bubble.ipynb b/data_modelling/dot-com-bubble.ipynb
new file mode 100644
index 0000000..9a90176
--- /dev/null
+++ b/data_modelling/dot-com-bubble.ipynb
@@ -0,0 +1,135 @@
+{
+ "metadata": {
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.8.5-final"
+  },
+  "orig_nbformat": 2,
+  "kernelspec": {
+   "name": "python3",
+   "display_name": "Python 3"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2,
+ "cells": [
+  {
+   "source": [
+    "# Datendarstellung für die Dotcom-Blase"
+   ],
+   "cell_type": "markdown",
+   "metadata": {}
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pandas as pd \n",
+    "import matplotlib as mp "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "execute_result",
+     "data": {
+      "text/plain": [
+       "         Date        Open        High         Low       Close   Adj Close  \\\n",
+       "0  1995-01-03  751.309998  751.309998  743.530029  743.580017  743.580017   \n",
+       "1  1995-01-04  744.770020  746.419983  740.469971  745.840027  745.840027   \n",
+       "2  1995-01-05  746.869995  748.500000  745.130005  745.659973  745.659973   \n",
+       "3  1995-01-06  746.270020  750.729980  745.760010  749.690002  749.690002   \n",
+       "4  1995-01-09  750.190002  752.840027  750.099976  752.090027  752.090027   \n",
+       "\n",
+       "      Volume  \n",
+       "0  248750000  \n",
+       "1  290350000  \n",
+       "2  297510000  \n",
+       "3  312920000  \n",
+       "4  267090000  "
+      ],
+      "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>Date</th>\n      <th>Open</th>\n      <th>High</th>\n      <th>Low</th>\n      <th>Close</th>\n      <th>Adj Close</th>\n      <th>Volume</th>\n    </tr>\n  </thead>\n  <tbody>\n    <tr>\n      <th>0</th>\n      <td>1995-01-03</td>\n      <td>751.309998</td>\n      <td>751.309998</td>\n      <td>743.530029</td>\n      <td>743.580017</td>\n      <td>743.580017</td>\n      <td>248750000</td>\n    </tr>\n    <tr>\n      <th>1</th>\n      <td>1995-01-04</td>\n      <td>744.770020</td>\n      <td>746.419983</td>\n      <td>740.469971</td>\n      <td>745.840027</td>\n      <td>745.840027</td>\n      <td>290350000</td>\n    </tr>\n    <tr>\n      <th>2</th>\n      <td>1995-01-05</td>\n      <td>746.869995</td>\n      <td>748.500000</td>\n      <td>745.130005</td>\n      <td>745.659973</td>\n      <td>745.659973</td>\n      <td>297510000</td>\n    </tr>\n    <tr>\n      <th>3</th>\n      <td>1995-01-06</td>\n      <td>746.270020</td>\n      <td>750.729980</td>\n      <td>745.760010</td>\n      <td>749.690002</td>\n      <td>749.690002</td>\n      <td>312920000</td>\n    </tr>\n    <tr>\n      <th>4</th>\n      <td>1995-01-09</td>\n      <td>750.190002</td>\n      <td>752.840027</td>\n      <td>750.099976</td>\n      <td>752.090027</td>\n      <td>752.090027</td>\n      <td>267090000</td>\n    </tr>\n  </tbody>\n</table>\n</div>"
+     },
+     "metadata": {},
+     "execution_count": 16
+    }
+   ],
+   "source": [
+    "df = pd.read_csv('^IXIC.csv')\n",
+    "df.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "execute_result",
+     "data": {
+      "text/plain": [
+       "Date\n",
+       "1995-01-03    751.309998\n",
+       "1995-01-04    744.770020\n",
+       "1995-01-05    746.869995\n",
+       "1995-01-06    746.270020\n",
+       "1995-01-09    750.190002\n",
+       "Name: Open, dtype: float64"
+      ]
+     },
+     "metadata": {},
+     "execution_count": 19
+    }
+   ],
+   "source": [
+    "df.index = pd.to_datetime(df[\"Date\"])\n",
+    "df = df[\"Open\"]\n",
+    "df.head()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {},
+   "outputs": [
+    {
+     "output_type": "execute_result",
+     "data": {
+      "text/plain": [
+       "<AxesSubplot:title={'center':'Nasdaq'}>"
+      ]
+     },
+     "metadata": {},
+     "execution_count": 23
+    },
+    {
+     "output_type": "display_data",
+     "data": {
+      "text/plain": "<Figure size 432x288 with 1 Axes>",
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174.69541 \nL 158.609549 174.868269 \nL 158.702258 175.532464 \nL 158.980385 172.962311 \nL 159.258512 172.321629 \nL 159.536639 170.169801 \nL 159.629348 170.859161 \nL 159.907475 169.852139 \nL 160.000184 170.166911 \nL 160.092893 169.477964 \nL 160.185602 169.729615 \nL 160.278311 169.461048 \nL 160.649147 168.981672 \nL 160.741856 169.733739 \nL 160.927274 168.535301 \nL 161.205401 168.024984 \nL 161.29811 167.548906 \nL 161.390819 167.916485 \nL 161.576237 166.630169 \nL 161.854364 166.601293 \nL 162.132491 169.24694 \nL 162.503327 167.871106 \nL 162.596036 168.133483 \nL 162.874163 166.754346 \nL 163.15229 166.572825 \nL 163.244999 166.220929 \nL 163.337708 166.847994 \nL 163.523126 165.588082 \nL 163.801253 166.344279 \nL 163.893962 165.853763 \nL 163.986671 164.171406 \nL 164.07938 164.8059 \nL 164.172089 164.192447 \nL 164.542925 164.754745 \nL 164.821052 163.357457 \nL 165.099179 163.279486 \nL 165.284597 165.677606 \nL 165.377306 165.124796 \nL 165.840851 164.675534 \nL 166.026269 163.360756 \nL 166.118978 163.475032 \nL 166.397105 162.876429 \nL 166.582523 161.290199 \nL 166.675232 161.055871 \nL 166.767941 162.48204 \nL 167.046068 162.878494 \nL 167.231486 164.189969 \nL 167.416904 162.760915 \nL 167.695031 162.418093 \nL 167.880449 162.72874 \nL 168.065867 164.396241 \nL 168.343994 162.835175 \nL 168.436703 163.76629 \nL 168.529412 162.841777 \nL 168.622121 163.340129 \nL 168.71483 162.861991 \nL 168.992957 164.133864 \nL 169.085666 164.047643 \nL 169.178375 163.654074 \nL 169.363793 165.277027 \nL 169.734629 165.165224 \nL 169.827338 167.388839 \nL 170.012756 165.709786 \nL 170.383592 167.459382 \nL 170.476301 166.91194 \nL 170.56901 167.648744 \nL 170.661719 166.841392 \nL 171.125264 166.084374 \nL 171.588809 168.752713 \nL 171.681518 168.663189 \nL 171.866936 166.699066 \nL 171.959645 166.398733 \nL 172.237772 166.442873 \nL 172.515899 162.161905 \nL 172.608608 163.027422 \nL 172.979444 162.31042 \nL 173.164862 161.236979 \nL 173.535698 161.654473 \nL 173.906534 159.990684 \nL 174.184661 159.604543 \nL 174.462788 157.435382 \nL 174.926333 156.710957 \nL 175.019042 158.747275 \nL 175.111751 158.675906 \nL 175.20446 159.623519 \nL 175.482587 160.925093 \nL 175.575296 160.284828 \nL 175.760714 161.720479 \nL 175.853423 160.769155 \nL 176.224259 163.092602 \nL 176.409677 166.635946 \nL 176.502386 163.970911 \nL 176.780513 163.775778 \nL 176.873222 165.654501 \nL 176.965931 165.324466 \nL 177.05864 164.876443 \nL 177.151349 165.074054 \nL 177.429476 166.345926 \nL 177.614894 162.737402 \nL 177.800312 165.043526 \nL 178.078439 165.567868 \nL 178.171148 165.429666 \nL 178.727401 172.045639 \nL 178.82011 177.728023 \nL 178.912819 174.386002 \nL 179.005528 175.111258 \nL 179.098237 174.538233 \nL 179.469073 175.355481 \nL 179.561782 171.560899 \nL 179.7472 173.982532 \nL 180.210745 170.507673 \nL 180.303454 172.068744 \nL 180.396163 171.578228 \nL 180.67429 172.732113 \nL 180.952417 167.65452 \nL 181.045126 169.622354 \nL 181.323253 167.460208 \nL 181.415962 167.975889 \nL 181.60138 171.362876 \nL 181.694089 173.584431 \nL 181.972216 174.338558 \nL 182.064925 175.191289 \nL 182.250343 181.361304 \nL 182.343052 180.272186 \nL 182.713888 176.402931 \nL 182.806597 178.009789 \nL 182.992015 172.933022 \nL 183.270142 173.225927 \nL 183.362851 171.423524 \nL 183.45556 171.59184 \nL 183.640978 169.882259 \nL 183.919105 169.593886 \nL 184.011814 168.164011 \nL 184.104523 169.424744 \nL 184.289941 167.014663 \nL 184.568068 166.395434 \nL 184.938904 164.287742 \nL 185.30974 163.279899 \nL 185.402449 162.083933 \nL 185.587867 163.921815 \nL 185.865994 162.899947 \nL 185.958703 163.347144 \nL 186.23683 160.127234 \nL 186.514957 160.037715 \nL 186.700375 158.559978 \nL 187.16392 156.496431 \nL 187.256629 160.421791 \nL 187.349338 157.639182 \nL 187.442047 157.666819 \nL 187.534756 158.116493 \nL 187.812883 157.060794 \nL 187.998301 155.609461 \nL 188.09101 155.344193 \nL 188.183719 156.941568 \nL 188.461846 156.918463 \nL 188.554555 158.09504 \nL 188.647264 156.510461 \nL 188.739973 156.862771 \nL 188.832682 155.089243 \nL 189.110809 153.048388 \nL 189.296227 151.31405 \nL 189.388936 150.405627 \nL 189.759772 150.119323 \nL 189.852481 149.863961 \nL 189.94519 149.991431 \nL 190.037899 150.484842 \nL 190.501444 148.901905 \nL 190.779571 142.464149 \nL 191.057698 142.044595 \nL 191.150407 141.139888 \nL 191.243116 148.302477 \nL 191.335825 143.556979 \nL 191.428534 145.413841 \nL 191.79937 141.344922 \nL 191.892079 138.849029 \nL 192.077497 144.710864 \nL 192.448333 141.425779 \nL 192.541042 138.691434 \nL 192.633751 139.216602 \nL 192.72646 137.411308 \nL 193.004587 135.922029 \nL 193.097296 136.34529 \nL 193.190005 138.774769 \nL 193.282714 136.990102 \nL 193.375423 140.148543 \nL 193.746259 140.807788 \nL 193.838968 144.920853 \nL 194.024386 141.96126 \nL 194.395222 142.570589 \nL 194.58064 146.373832 \nL 194.951476 145.371348 \nL 195.136894 141.393599 \nL 195.322312 144.250881 \nL 195.600439 145.639502 \nL 195.693148 144.946838 \nL 195.785857 146.167147 \nL 195.878566 145.661781 \nL 195.971275 143.875875 \nL 196.249402 142.731477 \nL 196.43482 140.677831 \nL 196.527529 140.181952 \nL 196.898365 141.278498 \nL 197.083783 139.311489 \nL 197.176492 139.924524 \nL 197.269201 137.654302 \nL 197.547328 139.799532 \nL 197.732746 143.997583 \nL 197.918164 139.937316 \nL 198.196291 139.213711 \nL 198.381709 136.501233 \nL 198.474418 137.131189 \nL 198.845254 135.856018 \nL 199.030672 132.935203 \nL 199.123381 134.640251 \nL 199.21609 133.752042 \nL 199.494217 135.566824 \nL 199.586926 131.61217 \nL 199.679635 131.832059 \nL 199.865053 135.669134 \nL 200.14318 136.774755 \nL 200.235889 142.816464 \nL 200.514016 134.210373 \nL 200.792143 132.014814 \nL 200.884852 129.767273 \nL 201.07027 134.99174 \nL 201.162979 134.127864 \nL 201.533815 135.367975 \nL 201.626524 136.921623 \nL 201.719233 135.508246 \nL 201.811942 136.864687 \nL 202.090069 136.15057 \nL 202.368196 131.822985 \nL 202.460905 134.810214 \nL 202.739032 136.133247 \nL 202.831741 133.974399 \nL 202.92445 134.021848 \nL 203.017159 133.319697 \nL 203.109868 134.723999 \nL 203.387995 135.636542 \nL 203.573413 140.646477 \nL 203.758831 139.822627 \nL 204.129667 138.185654 \nL 204.222376 140.503738 \nL 204.315085 139.289623 \nL 204.407794 140.167932 \nL 204.77863 135.768141 \nL 204.871339 137.046615 \nL 204.964048 136.67038 \nL 205.056757 137.027227 \nL 205.334884 138.774769 \nL 205.427593 140.827589 \nL 205.70572 135.821774 \nL 205.983847 133.619204 \nL 206.076556 131.963246 \nL 206.169265 133.982245 \nL 206.261974 132.855584 \nL 206.354683 133.833725 \nL 206.63281 134.020609 \nL 207.003646 128.062235 \nL 207.374481 126.118734 \nL 207.46719 126.84811 \nL 207.559899 126.759417 \nL 207.652608 125.073756 \nL 207.930735 124.259394 \nL 208.023444 125.75528 \nL 208.301571 122.343541 \nL 208.579698 121.390973 \nL 208.765116 126.827482 \nL 208.857825 126.570881 \nL 208.950534 128.55893 \nL 209.228661 130.397229 \nL 209.32137 130.316372 \nL 209.414079 129.252832 \nL 209.599497 130.334109 \nL 209.877624 131.139396 \nL 209.970333 130.747479 \nL 210.155751 135.226475 \nL 210.24846 134.698829 \nL 210.526587 134.285459 \nL 210.619296 136.30322 \nL 211.17555 130.877024 \nL 211.268259 129.64764 \nL 211.360968 129.785433 \nL 211.546386 131.273886 \nL 211.824513 129.80317 \nL 212.10264 124.121611 \nL 212.195349 124.779617 \nL 212.473476 125.961139 \nL 212.566185 127.882361 \nL 212.658894 126.435565 \nL 212.751603 127.928158 \nL 212.844312 124.730527 \nL 213.215148 122.813838 \nL 213.307857 123.478038 \nL 213.400566 123.371598 \nL 213.493275 121.138501 \nL 213.771402 121.177691 \nL 213.864111 122.673164 \nL 213.95682 120.870347 \nL 214.049529 123.609224 \nL 214.142238 123.402126 \nL 214.420365 121.270513 \nL 214.513074 121.846836 \nL 214.605783 123.144699 \nL 214.698492 121.172745 \nL 214.791201 127.429801 \nL 215.069328 125.235481 \nL 215.162037 126.439282 \nL 215.254746 126.273851 \nL 215.440164 127.396383 \nL 215.718291 126.468158 \nL 215.996418 121.385202 \nL 216.089127 121.922748 \nL 216.367254 120.725957 \nL 216.459963 119.460274 \nL 216.73809 126.610071 \nL 217.108926 127.539534 \nL 217.201635 126.712381 \nL 217.294344 127.450015 \nL 217.387053 123.345613 \nL 217.66518 123.920697 \nL 217.757889 122.324153 \nL 217.850598 123.976395 \nL 217.943307 123.11541 \nL 218.036016 119.544424 \nL 218.499561 115.329875 \nL 218.684979 112.087283 \nL 218.963106 113.246114 \nL 219.055815 109.081481 \nL 219.148524 111.01631 \nL 219.333942 107.101682 \nL 219.612069 106.71884 \nL 219.704778 106.196562 \nL 219.797487 103.475422 \nL 219.890196 103.780287 \nL 219.982905 101.70684 \nL 220.353741 99.358228 \nL 220.44645 101.710556 \nL 220.631868 97.441549 \nL 220.909995 97.318198 \nL 221.002704 98.701037 \nL 221.095413 102.146195 \nL 221.188122 100.877621 \nL 221.280831 95.289711 \nL 221.558958 94.302083 \nL 221.837085 89.66797 \nL 221.929794 90.08134 \nL 222.207921 90.447684 \nL 222.30063 88.61021 \nL 222.393339 93.663052 \nL 222.578757 83.53509 \nL 222.856884 83.954644 \nL 222.949593 83.286738 \nL 223.135011 76.347332 \nL 223.505847 74.885277 \nL 223.598556 75.876209 \nL 223.691265 75.353922 \nL 223.783974 71.703318 \nL 223.876683 72.612567 \nL 224.15481 67.282497 \nL 224.525646 86.88247 \nL 224.896482 73.669098 \nL 225.0819 78.464512 \nL 225.174609 73.077505 \nL 225.545445 72.502834 \nL 225.823572 65.2008 \nL 226.101699 62.984201 \nL 226.194408 69.817167 \nL 226.287117 67.755674 \nL 226.750662 80.168312 \nL 227.121498 64.973901 \nL 227.399625 63.658715 \nL 227.585043 55.979187 \nL 227.677752 58.867823 \nL 227.770461 54.776624 \nL 228.141297 57.821616 \nL 228.234006 57.34018 \nL 228.419424 51.707702 \nL 228.882969 58.17806 \nL 229.068387 49.434176 \nL 229.346514 51.23948 \nL 229.71735 40.062008 \nL 230.088186 34.040493 \nL 230.273604 37.295061 \nL 230.366313 31.219943 \nL 230.64444 38.699786 \nL 230.737149 33.820201 \nL 230.922567 47.800094 \nL 231.293403 41.45928 \nL 231.386112 50.643346 \nL 231.664239 34.264512 \nL 231.942366 33.939432 \nL 232.127784 39.484023 \nL 232.220493 52.668116 \nL 232.313202 52.26506 \nL 232.591329 54.547247 \nL 232.776747 73.895171 \nL 232.962165 60.354231 \nL 233.240292 55.359545 \nL 233.42571 72.887731 \nL 233.889255 106.608281 \nL 234.074673 81.867589 \nL 234.167382 85.892776 \nL 234.538218 96.965058 \nL 234.723636 86.14402 \nL 234.816345 94.801678 \nL 234.909054 81.95174 \nL 235.187181 77.844044 \nL 235.27989 77.937279 \nL 235.465308 86.379994 \nL 235.558017 87.575959 \nL 235.836143 84.928253 \nL 235.928852 87.139897 \nL 236.11427 97.651114 \nL 236.206979 93.683266 \nL 236.485106 94.220813 \nL 236.577815 88.375888 \nL 236.670524 89.421682 \nL 236.763233 88.980261 \nL 236.855942 96.389974 \nL 237.226778 101.916828 \nL 237.319487 109.817877 \nL 237.412196 103.490681 \nL 237.504905 107.33683 \nL 237.875741 104.397039 \nL 238.153868 86.145671 \nL 238.431995 84.318511 \nL 238.524704 82.142753 \nL 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245.199752 80.785486 \nL 245.292461 76.667467 \nL 245.663297 76.194692 \nL 245.756006 77.624154 \nL 245.941424 72.907532 \nL 246.219551 72.934767 \nL 246.497678 69.716508 \nL 246.590387 64.561357 \nL 246.961223 66.467722 \nL 247.146641 73.023873 \nL 247.23935 71.582445 \nL 247.610186 78.040415 \nL 247.702895 83.424118 \nL 247.795604 76.485941 \nL 247.888313 78.879111 \nL 248.16644 81.620889 \nL 248.259149 84.615541 \nL 248.444567 80.549502 \nL 248.537276 90.79876 \nL 248.815403 81.047446 \nL 249.09353 89.858983 \nL 249.186239 85.307379 \nL 249.464366 86.742622 \nL 249.649784 98.04138 \nL 249.742493 95.592522 \nL 249.835202 96.510846 \nL 250.206038 102.732429 \nL 250.298747 109.933794 \nL 250.391456 106.265041 \nL 250.484165 113.967653 \nL 250.855001 102.381353 \nL 250.94771 111.805925 \nL 251.133128 99.594202 \nL 251.503964 95.77858 \nL 251.689382 106.094252 \nL 251.782091 102.988204 \nL 252.152927 107.000198 \nL 252.431054 97.764151 \nL 252.709181 96.855315 \nL 252.80189 99.746015 \nL 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\n"
+     },
+     "metadata": {
+      "needs_background": "light"
+     }
+    }
+   ],
+   "source": [
+    "df.plot(title=\"Nasdaq\", xlabel=\"\")"
+   ]
+  }
+ ]
+}
\ No newline at end of file
diff --git a/frames/Umstände-Musk.tex b/frames/Umstände-Musk.tex
index c92da38..c183f5c 100644
--- a/frames/Umstände-Musk.tex
+++ b/frames/Umstände-Musk.tex
@@ -10,12 +10,12 @@
       \end{column}
       \begin{column}{.45\textwidth}
          \begin{tikzpicture}
-            \node (ir) at (0,0) {\includegraphics[width=1.1\textwidth]{dot-com-bubble.png}};
-            \node[below = 0mm of ir,draw=th-grey] {
+            \node (dc) at (0,0) {\includesvg[width=1.1\textwidth]{dot-com-bubble.svg}};
+            \node[below = 0mm of dc,draw=th-grey] {
                \tiny
                \begin{tabular}{l}
-                     Quellen:\\\\
-                     http://news.bbc.co.uk/2/hi/business/8558257.stm
+                  Daten-Quellen:\\\\
+                  https://finance.yahoo.com/quote/\textasciicircum IXIC
                \end{tabular}
             };
          \end{tikzpicture}
diff --git a/images/dot-com-bubble.png b/images/dot-com-bubble.png
deleted file mode 100644
index 84794ee..0000000
Binary files a/images/dot-com-bubble.png and /dev/null differ
diff --git a/images/dot-com-bubble.svg b/images/dot-com-bubble.svg
new file mode 100644
index 0000000..c4d7d30
--- /dev/null
+++ b/images/dot-com-bubble.svg
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