diff --git a/ipynb/xkcd-Name-Dominoes.ipynb b/ipynb/xkcd-Name-Dominoes.ipynb
index 186d205..02cb49f 100644
--- a/ipynb/xkcd-Name-Dominoes.ipynb
+++ b/ipynb/xkcd-Name-Dominoes.ipynb
@@ -102,18 +102,22 @@
     {
      "data": {
       "text/plain": [
-       "{(1, 0): 'RY',\n",
+       "{(0, 0): 'GR',\n",
+       " (0, 1): 'KE',\n",
+       " (0, 2): 'KE',\n",
+       " (0, 3): 'RY',\n",
+       " (1, 0): 'GR',\n",
        " (1, 3): 'RY',\n",
-       " (2, 0): 'JA',\n",
-       " (2, 1): 'JA',\n",
-       " (2, 3): 'KE',\n",
+       " (1, 4): 'JA',\n",
+       " (2, 0): 'JO',\n",
+       " (2, 4): 'JA',\n",
+       " (2, 5): 'KE',\n",
+       " (3, 0): 'JO',\n",
        " (3, 1): 'KE',\n",
-       " (3, 2): 'KE',\n",
-       " (3, 3): 'KE',\n",
-       " (3, 4): 'JO',\n",
-       " (4, 2): 'GR',\n",
-       " (4, 4): 'JO',\n",
-       " (5, 4): 'GR'}"
+       " (3, 3): 'BO',\n",
+       " (3, 4): 'JA',\n",
+       " (4, 4): 'JA',\n",
+       " (5, 4): 'PO'}"
       ]
      },
      "execution_count": 2,
@@ -134,9 +138,9 @@
    "source": [
     "# Pretty Output\n",
     "\n",
-    "There are two problems with this output. One, it is not visual. Two, it doesn't say where each tile is: when three names come together, which of the outside names goes with the middle name?  To fix those two problems I will:\n",
+    "Technically, this is a legal solution, but there are two problems with it: One, it is not visual. Two, it doesn't say where each tile is: when three names come together, which of the outside names goes with the middle name?  To fix those two problems I will:\n",
     "\n",
-    "- Define `plot_board(board)` to use `matplotlib` to plot the board and tiles.\n",
+    "- Define `plot_board(board)` to use `matplotlib` to plot the board, the names, and the tiles.\n",
     "- Modify the `Board` class and the `put` function so that the board maintains a list of `boxes` that surround each two-location rectangle that a tile occupies. A box is a 4-tuple, `(x0, y0, x1, y1)`, holding the `x, y` coordinates\n",
     "of the upper-left and lower-right corners of a box. The constant ϵ is the distance between two adjacent tiles; we want them to not-quite touch (as in the xkcd comic)."
    ]
@@ -182,9 +186,8 @@
     "    frontier -= {loc0, loc1}\n",
     "    frontier |= {loc for loc in neighbors(loc0, board) + neighbors(loc1, board)\n",
     "                 if board[loc] is empty}\n",
-    "    (x0, y0), (x1, y1) = loc0, loc1\n",
-    "    board.boxes.append((min(x0, x1), min(y0, y1), \n",
-    "                        max(x0, x1) + 1 - ϵ, max(y0, y1) + 1 - ϵ))        "
+    "    Xs, Ys = {loc0[0], loc1[0]}, {loc0[1], loc1[1]}\n",
+    "    board.boxes.append((min(Xs), min(Ys), max(Xs) + 1 - ϵ, max(Ys) + 1 - ϵ))        "
    ]
   },
   {
@@ -194,9 +197,9 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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BAmCEAAEwQoAAGCFAAIwQIABGCBAAIwQIgBECBMAIAQJghAABMEKAABghQACMECAARggQACMECIARAgTACAECYIQAATBCgAAYIUAAjBAgAEYIEAAjBAiAEQIEwAgBAmCEAAEwQoAAGCFAAIwQIABGCBAAIwQIgBECBMAIAQJghAABMEKAABghQACMECAARggQACMECIARAgTACAECYIQAATBCgAAYIUAAjBAgAEYIEAAjBAiAEQIEwAgBAmCEAAEwQoAAGCFAAIwQIABGCBAAIwQIgBECBMAIAQJghAABMEKAABghQACM+H9EuI8PTMF7GAAAAABJRU5ErkJggg==\n",
+      "image/png": "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\n",
       "text/plain": [
-       "<matplotlib.figure.Figure at 0x1096a2b00>"
+       "<matplotlib.figure.Figure at 0x10f6e9320>"
       ]
      },
      "metadata": {},
@@ -301,15 +304,16 @@
     {
      "data": {
       "text/plain": [
-       "[('JOHN', 'LEWIS'),\n",
-       " ('JOHN', 'EDWARDS'),\n",
-       " ('JIMMY', 'JOHN'),\n",
-       " ('AYN', 'RAND'),\n",
-       " ('WILLIAM C.', 'WILLIAMS'),\n",
-       " ('TIM', 'HOWARD'),\n",
-       " ('VAN', 'MORRISON'),\n",
-       " ('RON', 'HOWARD'),\n",
-       " ('WARREN', 'BEATTY')]"
+       "[('JAMES', 'COOK'),\n",
+       " ('ISAAC', 'HAYES'),\n",
+       " ('MARTHA', 'WASHINGTON'),\n",
+       " ('JAMES', 'MONROE'),\n",
+       " ('HANK', 'WILLIAMS'),\n",
+       " ('LANGSTON', 'HUGHES'),\n",
+       " ('WARREN', 'BUFFETT'),\n",
+       " ('ROBIN', 'WILLIAMS'),\n",
+       " ('JAMES', 'BRADY'),\n",
+       " ('OSCAR DE LA', 'RENTA')]"
       ]
      },
      "execution_count": 7,
@@ -318,7 +322,7 @@
     }
    ],
    "source": [
-    "random.sample(xkcdtiles, 9)"
+    "random.sample(xkcdtiles, 10)"
    ]
   },
   {
@@ -393,42 +397,21 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# Random Restart\n",
+    "# Final Result (with Random Restart)\n",
     "\n",
-    "The program sometimes gets stuck after placing relatively few tiles. I could modify the program to *back up* in this case, but it will be easier to just *give up* and restart with an empty board. I can restart multiple times, and accept the board on which the most tiles were placed:"
+    "The program sometimes gets stuck after placing relatively few tiles. I could modify the program to *back up* in this case, but it will be easier to just *give up* and restart with an empty board. I can restart multiple times, and accept the best board (the one on which the most tiles were placed):"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": 10,
    "metadata": {},
-   "outputs": [],
-   "source": [
-    "def restart_dominoes(tiles, width=16, height=24, restarts=100):\n",
-    "    \"Call dominoes `restarts` times; return the board with the most boxes.\"\n",
-    "    return max((dominoes(tiles, width, height) for _ in range(restarts)), \n",
-    "                key=lambda board: len(board.boxes))"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "# Final Results\n",
-    "\n",
-    "Here is a large board, which you can compare to the original comic. *Note:* I used a 16×24 square board while the xkcd comic used 27×35, but if I tried to fit that many then each tile would be smaller, and the names would overflow the sides of the dominoes too much. (As it is, only a few names overflow.)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 11,
-   "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
       "text/plain": [
-       "<matplotlib.figure.Figure at 0x111857a58>"
+       "<matplotlib.figure.Figure at 0x10f6e9c50>"
       ]
      },
      "metadata": {},
@@ -436,14 +419,18 @@
     }
    ],
    "source": [
-    "plot_board(restart_dominoes(xkcdtiles))"
+    "def best(boards): return max(boards, key=lambda board: len(board.boxes))\n",
+    "\n",
+    "plot_board(best(dominoes(xkcdtiles) for _ in range(100)))"
    ]
   },
   {
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "![](https://imgs.xkcd.com/comics/name_dominoes_2x.png)\n",
+    "*Note:* I used a 16×24 square board while the xkcd comic used 27×35, but if I tried to fit 27 squares across then each tile would be smaller, and many names would overflow the sides of the dominoes too much. Here is the original xkcd comic:\n",
+    "\n",
+    "[![](https://imgs.xkcd.com/comics/name_dominoes_2x.png)](https://xkcd.com/1970/)\n",
     "\n",
     "# What's Next?\n",
     "\n",
@@ -451,7 +438,8 @@
     "- Allow tiles that are 1 or 3 squares wide, like `('PRINCE',)` or `('FRANK', 'LLOYD', 'WRIGHT')`.\n",
     "- Print names vertically in tiles that are placed vertically, and upside down for tiles that are placed horizontally, but with the first name on the right.\n",
     "- Print shorter names with a bigger font and longer names with a smaller font.\n",
-    "- Download a bunch of names from Wikipedia and fill a 200 × 300 board.\n"
+    "- Download a bunch of names from Wikipedia and fill a 200 × 300 board.\n",
+    "- If you like xkcd try [regex golf](https://github.com/norvig/pytudes/blob/master/ipynb/xkcd1313.ipynb), and [part 2](https://github.com/norvig/pytudes/blob/master/ipynb/xkcd1313-part2.ipynb).\n"
    ]
   }
  ],