diff --git a/module-1/advanced-regex/your-code/main.ipynb b/module-1/advanced-regex/your-code/main.ipynb
index b898da50..36f80b43 100644
--- a/module-1/advanced-regex/your-code/main.ipynb
+++ b/module-1/advanced-regex/your-code/main.ipynb
@@ -11,7 +11,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -27,7 +27,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -36,10 +36,43 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['i',\n",
+       " 'i',\n",
+       " 'o',\n",
+       " 'i',\n",
+       " 'o',\n",
+       " 'e',\n",
+       " 'a',\n",
+       " 'e',\n",
+       " 'e',\n",
+       " 'e',\n",
+       " 'i',\n",
+       " 'a',\n",
+       " 'o',\n",
+       " 'o',\n",
+       " 'u',\n",
+       " 'e',\n",
+       " 'o',\n",
+       " 'o',\n",
+       " 'e',\n",
+       " 'i',\n",
+       " 'i']"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "[i for i in text if i in r'aeiou']\n"
+   ]
   },
   {
    "cell_type": "markdown",
@@ -50,19 +83,166 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 27,
    "metadata": {},
    "outputs": [],
    "source": [
-    "text = \"The puppy saw all the rest of the puppies playing and wanted to join them. I saw this and wanted a puppy of my own!\""
+    "puppy_text = \"The puppy saw all the rest of the puppies playing and wanted to join them. I saw this and wanted a puppy of my own!\""
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 28,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['p',\n",
+       " 'u',\n",
+       " 'p',\n",
+       " 'p',\n",
+       " 'y',\n",
+       " 'p',\n",
+       " 'u',\n",
+       " 'p',\n",
+       " 'p',\n",
+       " 'p',\n",
+       " 'y',\n",
+       " 'p',\n",
+       " 'u',\n",
+       " 'p',\n",
+       " 'p',\n",
+       " 'y',\n",
+       " 'y']"
+      ]
+     },
+     "execution_count": 28,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "[i for i in text if i in r'puppy']"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
    "metadata": {},
    "outputs": [],
-   "source": []
+   "source": [
+    "regex_puppy = r'puppy|puppies'"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "text_puppy=text.split()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['The',\n",
+       " 'puppy',\n",
+       " 'saw',\n",
+       " 'all',\n",
+       " 'the',\n",
+       " 'rest',\n",
+       " 'of',\n",
+       " 'the',\n",
+       " 'puppies',\n",
+       " 'playing',\n",
+       " 'and',\n",
+       " 'wanted',\n",
+       " 'to',\n",
+       " 'join',\n",
+       " 'them.',\n",
+       " 'I',\n",
+       " 'saw',\n",
+       " 'this',\n",
+       " 'and',\n",
+       " 'wanted',\n",
+       " 'a',\n",
+       " 'puppy',\n",
+       " 'of',\n",
+       " 'my',\n",
+       " 'own!']"
+      ]
+     },
+     "execution_count": 32,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "text_puppy"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['puppy', 'puppies', 'puppy']"
+      ]
+     },
+     "execution_count": 24,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "re.findall(regex_puppy,text)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 33,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "count = 0\n",
+    "\n",
+    "for i in text_puppy:\n",
+    "    if i in regex_puppy:\n",
+    "        count=count + 1\n",
+    "        \n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "3"
+      ]
+     },
+     "execution_count": 34,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "count"
+   ]
   },
   {
    "cell_type": "markdown",
@@ -73,19 +253,118 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 36,
    "metadata": {},
    "outputs": [],
    "source": [
-    "text = \"I ran the relay race the only way I knew how to run it.\""
+    "text_run = \"I ran the relay race the only way I knew how to run it.\""
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 35,
    "metadata": {},
    "outputs": [],
-   "source": []
+   "source": [
+    "regex_run = r'run|ran'"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 37,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "split_run = text_run.split() "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 38,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['I',\n",
+       " 'ran',\n",
+       " 'the',\n",
+       " 'relay',\n",
+       " 'race',\n",
+       " 'the',\n",
+       " 'only',\n",
+       " 'way',\n",
+       " 'I',\n",
+       " 'knew',\n",
+       " 'how',\n",
+       " 'to',\n",
+       " 'run',\n",
+       " 'it.']"
+      ]
+     },
+     "execution_count": 38,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "split_run"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 41,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['ran', 'run']"
+      ]
+     },
+     "execution_count": 41,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "[i for i in split_run if i in regex_run]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 39,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "count=0\n",
+    "\n",
+    "for i in split_run:\n",
+    "    if i in regex_run:\n",
+    "        count=count+1"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 40,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "2"
+      ]
+     },
+     "execution_count": 40,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "count"
+   ]
   },
   {
    "cell_type": "markdown",
@@ -101,6 +380,61 @@
    "outputs": [],
    "source": []
   },
+  {
+   "cell_type": "code",
+   "execution_count": 42,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "text_run = \"I ran the relay race the only way I knew how to run it.\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 43,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "words_run = text_run.split()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 44,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['ran', 'relay', 'race', 'run']\n"
+     ]
+    }
+   ],
+   "source": [
+    "words = text_run.split()\n",
+    "list = []\n",
+    "\n",
+    "for word in words:\n",
+    "    if re.search(r'r[a-z]*', word):\n",
+    "        list.append(word)\n",
+    "print(list)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
   {
    "cell_type": "markdown",
    "metadata": {},
@@ -110,7 +444,34 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 45,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "text = \"Th!s !s a sentence w!th spec!al characters !n !t.\""
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 46,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "This is a sentence with special characters in it.\n"
+     ]
+    }
+   ],
+   "source": [
+    "new_text = print(re.sub('!', 'i', text))\n",
+    "new_text"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 47,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -133,13 +494,53 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 48,
    "metadata": {},
    "outputs": [],
    "source": [
     "text = \"This sentence has words of varying lengths.\""
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 49,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "words = text.split()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 51,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "\n",
+    "list = []\n",
+    "\n",
+    "for word in words:\n",
+    "    if re.search(r'[a-zA-Z]{5}', word):\n",
+    "        list.append(word)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 52,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['sentence', 'words', 'varying', 'lengths.']\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(list)"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
@@ -156,7 +557,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 53,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -165,10 +566,23 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
+   "execution_count": 54,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['bet', 'beat', 'bot', 'bat', 'but', 'bit']"
+      ]
+     },
+     "execution_count": 54,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "re.findall(r'\\bb[a-z]*t\\b', text)"
+   ]
   },
   {
    "cell_type": "markdown",
@@ -179,7 +593,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 55,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -188,10 +602,23 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
+   "execution_count": 56,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['peaks', 'people', 'realize', 'breathtaking', 'Nearly']"
+      ]
+     },
+     "execution_count": 56,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "re.findall(r'\\b\\w*ea\\w*\\b|\\b\\w*eo\\w*\\b', text)"
+   ]
   },
   {
    "cell_type": "markdown",
@@ -202,7 +629,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 57,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -211,10 +638,23 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
+   "execution_count": 58,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['T', 'R', 'A', 'L']"
+      ]
+     },
+     "execution_count": 58,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "re.findall(r'[A-Z]', text)"
+   ]
   },
   {
    "cell_type": "markdown",
@@ -223,6 +663,26 @@
     "### 10. Use a regular expression to find and extract all the sets of consecutive capitalized words in the text above."
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 59,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['Teddy', 'Roosevelt', 'Abraham', 'Lincoln']"
+      ]
+     },
+     "execution_count": 59,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "re.findall(r'\\b[A-Z]\\w*\\b', text)"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
@@ -241,7 +701,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 60,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -250,10 +710,58 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 63,
    "metadata": {},
    "outputs": [],
-   "source": []
+   "source": [
+    "get_quotes = re.findall(r'\"(.*?)\"', text)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 64,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['I will bet you $50 I can get the bartender to give me a free drink.', 'I am in!']\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(get_quotes)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 68,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "first_sentence=get_quotes[0]\n",
+    "second_sentence=get_quotes[1]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 70,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "I will bet you $50 I can get the bartender to give me a free drink.\n",
+      "I am in!\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(first_sentence)\n",
+    "print(second_sentence)"
+   ]
   },
   {
    "cell_type": "markdown",
@@ -264,7 +772,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 71,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -273,10 +781,23 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
+   "execution_count": 72,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['30', '30', '14', '16', '10']"
+      ]
+     },
+     "execution_count": 72,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "re.findall(r'\\b[0-9]+\\b', text)"
+   ]
   },
   {
    "cell_type": "markdown",
@@ -287,7 +808,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 73,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -299,10 +820,23 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
+   "execution_count": 74,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['876-93-2289', '098-32-5295']"
+      ]
+     },
+     "execution_count": 74,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "re.findall(r'[0-9]+[-]+[0-9]+[-]+[0-9]+', text)"
+   ]
   },
   {
    "cell_type": "markdown",
@@ -313,10 +847,23 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
+   "execution_count": 75,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['(847)789-0984', '(987)222-0901']"
+      ]
+     },
+     "execution_count": 75,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "re.findall(r'[(][0-9]+[)]+[0-9]+[-]+[0-9]+', text)"
+   ]
   },
   {
    "cell_type": "markdown",
@@ -325,6 +872,26 @@
     "### 15. Use a regular expression to find and extract all the formatted numbers (both social security and phone) from the text below."
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 76,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['876-93-2289', '(847)789-0984', '098-32-5295', '(987)222-0901']"
+      ]
+     },
+     "execution_count": 76,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "re.findall(r'[0-9]+-[0-9+-[0-9]+|[(]+[0-9]+[)].*-[0-9]+', text)"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
@@ -349,7 +916,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.0"
+   "version": "3.7.7"
   }
  },
  "nbformat": 4,
diff --git a/module-1/map-reduce-filter/your-code/main.ipynb b/module-1/map-reduce-filter/your-code/main.ipynb
index 51d50b0d..8fb147e4 100644
--- a/module-1/map-reduce-filter/your-code/main.ipynb
+++ b/module-1/map-reduce-filter/your-code/main.ipynb
@@ -12,11 +12,15 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 75,
    "metadata": {},
    "outputs": [],
    "source": [
-    "# Import reduce from functools, numpy and pandas"
+    "# Import reduce from functools, numpy and pandas\n",
+    "\n",
+    "from functools import reduce\n",
+    "import numpy as np\n",
+    "import pandas as pd\n"
    ]
   },
   {
@@ -32,7 +36,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 76,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -43,6 +47,26 @@
     "    prophet = f.read().split(' ')"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 77,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'\\ufeffThe'"
+      ]
+     },
+     "execution_count": 77,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "prophet[0]"
+   ]
+  },
   {
    "cell_type": "markdown",
    "metadata": {},
@@ -54,11 +78,33 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 78,
    "metadata": {},
    "outputs": [],
    "source": [
-    "# your code here"
+    "# your code here\n",
+    "\n",
+    "prophet = prophet[568:]\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 79,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'PROPHET\\n\\n|Almustafa,'"
+      ]
+     },
+     "execution_count": 79,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "prophet[0]"
    ]
   },
   {
@@ -70,11 +116,1052 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 80,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['PROPHET\\n\\n|Almustafa,',\n",
+       " 'the{7}',\n",
+       " 'chosen',\n",
+       " 'and',\n",
+       " 'the\\nbeloved,',\n",
+       " 'who',\n",
+       " 'was',\n",
+       " 'a',\n",
+       " 'dawn',\n",
+       " 'unto']"
+      ]
+     },
+     "execution_count": 80,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# your code here\n",
+    "prophet[0:10]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['PROPHET\\n\\n|Almustafa,',\n",
+       " 'the{7}',\n",
+       " 'chosen',\n",
+       " 'and',\n",
+       " 'the\\nbeloved,',\n",
+       " 'who',\n",
+       " 'was',\n",
+       " 'a',\n",
+       " 'dawn',\n",
+       " 'unto',\n",
+       " 'his',\n",
+       " 'own\\nday,',\n",
+       " 'had',\n",
+       " 'waited',\n",
+       " 'twelve',\n",
+       " 'years',\n",
+       " 'in',\n",
+       " 'the',\n",
+       " 'city\\nof',\n",
+       " 'Orphalese',\n",
+       " 'for',\n",
+       " 'his',\n",
+       " 'ship',\n",
+       " 'that',\n",
+       " 'was',\n",
+       " 'to\\nreturn',\n",
+       " 'and',\n",
+       " 'bear',\n",
+       " 'him',\n",
+       " 'back',\n",
+       " 'to',\n",
+       " 'the',\n",
+       " 'isle',\n",
+       " 'of\\nhis',\n",
+       " 'birth.\\n\\nAnd',\n",
+       " 'in',\n",
+       " 'the',\n",
+       " 'twelfth',\n",
+       " 'year,',\n",
+       " 'on',\n",
+       " 'the',\n",
+       " 'seventh\\nday',\n",
+       " 'of',\n",
+       " 'Ielool,',\n",
+       " 'the',\n",
+       " 'month',\n",
+       " 'of',\n",
+       " 'reaping,',\n",
+       " 'he\\nclimbed',\n",
+       " 'the',\n",
+       " 'hill',\n",
+       " 'without',\n",
+       " 'the',\n",
+       " 'city',\n",
+       " 'walls\\nand',\n",
+       " 'looked',\n",
+       " 'seaward;',\n",
+       " 'and',\n",
+       " 'he',\n",
+       " 'beheld',\n",
+       " 'his\\nship',\n",
+       " 'coming',\n",
+       " 'with',\n",
+       " 'the',\n",
+       " 'mist.\\n\\nThen',\n",
+       " 'the',\n",
+       " 'gates',\n",
+       " 'of',\n",
+       " 'his',\n",
+       " 'heart',\n",
+       " 'were',\n",
+       " 'flung\\nopen,',\n",
+       " 'and',\n",
+       " 'his',\n",
+       " 'joy',\n",
+       " 'flew',\n",
+       " 'far',\n",
+       " 'over',\n",
+       " 'the',\n",
+       " 'sea.\\nAnd',\n",
+       " 'he',\n",
+       " 'closed',\n",
+       " 'his',\n",
+       " 'eyes',\n",
+       " 'and',\n",
+       " 'prayed',\n",
+       " 'in',\n",
+       " 'the\\nsilences',\n",
+       " 'of',\n",
+       " 'his',\n",
+       " 'soul.\\n\\n*****\\n\\nBut',\n",
+       " 'as',\n",
+       " 'he',\n",
+       " 'descended',\n",
+       " 'the',\n",
+       " 'hill,',\n",
+       " 'a',\n",
+       " 'sadness\\ncame',\n",
+       " 'upon',\n",
+       " 'him,',\n",
+       " 'and',\n",
+       " 'he',\n",
+       " 'thought',\n",
+       " 'in',\n",
+       " 'his\\nheart:\\n\\nHow',\n",
+       " 'shall',\n",
+       " 'I',\n",
+       " 'go',\n",
+       " 'in',\n",
+       " 'peace',\n",
+       " 'and',\n",
+       " 'without\\nsorrow?',\n",
+       " 'Nay,',\n",
+       " 'not',\n",
+       " 'without',\n",
+       " 'a',\n",
+       " 'wound',\n",
+       " 'in',\n",
+       " 'the\\nspirit',\n",
+       " 'shall',\n",
+       " 'I',\n",
+       " 'leave',\n",
+       " 'this',\n",
+       " 'city.',\n",
+       " '{8}Long\\nwere',\n",
+       " 'the',\n",
+       " 'days',\n",
+       " 'of',\n",
+       " 'pain',\n",
+       " 'I',\n",
+       " 'have',\n",
+       " 'spent\\nwithin',\n",
+       " 'its',\n",
+       " 'walls,',\n",
+       " 'and',\n",
+       " 'long',\n",
+       " 'were',\n",
+       " 'the\\nnights',\n",
+       " 'of',\n",
+       " 'aloneness;',\n",
+       " 'and',\n",
+       " 'who',\n",
+       " 'can',\n",
+       " 'depart\\nfrom',\n",
+       " 'his',\n",
+       " 'pain',\n",
+       " 'and',\n",
+       " 'his',\n",
+       " 'aloneness',\n",
+       " 'without\\nregret?\\n\\nToo',\n",
+       " 'many',\n",
+       " 'fragments',\n",
+       " 'of',\n",
+       " 'the',\n",
+       " 'spirit',\n",
+       " 'have',\n",
+       " 'I\\nscattered',\n",
+       " 'in',\n",
+       " 'these',\n",
+       " 'streets,',\n",
+       " 'and',\n",
+       " 'too',\n",
+       " 'many\\nare',\n",
+       " 'the',\n",
+       " 'children',\n",
+       " 'of',\n",
+       " 'my',\n",
+       " 'longing',\n",
+       " 'that',\n",
+       " 'walk\\nnaked',\n",
+       " 'among',\n",
+       " 'these',\n",
+       " 'hills,',\n",
+       " 'and',\n",
+       " 'I',\n",
+       " 'cannot\\nwithdraw',\n",
+       " 'from',\n",
+       " 'them',\n",
+       " 'without',\n",
+       " 'a',\n",
+       " 'burden',\n",
+       " 'and\\nan',\n",
+       " 'ache.\\n\\nIt',\n",
+       " 'is',\n",
+       " 'not',\n",
+       " 'a',\n",
+       " 'garment',\n",
+       " 'I',\n",
+       " 'cast',\n",
+       " 'off',\n",
+       " 'this\\nday,',\n",
+       " 'but',\n",
+       " 'a',\n",
+       " 'skin',\n",
+       " 'that',\n",
+       " 'I',\n",
+       " 'tear',\n",
+       " 'with',\n",
+       " 'my',\n",
+       " 'own\\nhands.\\n\\nNor',\n",
+       " 'is',\n",
+       " 'it',\n",
+       " 'a',\n",
+       " 'thought',\n",
+       " 'I',\n",
+       " 'leave',\n",
+       " 'behind',\n",
+       " 'me,\\nbut',\n",
+       " 'a',\n",
+       " 'heart',\n",
+       " 'made',\n",
+       " 'sweet',\n",
+       " 'with',\n",
+       " 'hunger',\n",
+       " 'and\\nwith',\n",
+       " 'thirst.\\n\\n*****\\n\\nYet',\n",
+       " 'I',\n",
+       " 'cannot',\n",
+       " 'tarry',\n",
+       " 'longer.\\n\\nThe',\n",
+       " 'sea',\n",
+       " 'that',\n",
+       " 'calls',\n",
+       " 'all',\n",
+       " 'things',\n",
+       " 'unto',\n",
+       " 'her\\ncalls',\n",
+       " 'me,',\n",
+       " 'and',\n",
+       " 'I',\n",
+       " 'must',\n",
+       " 'embark.\\n\\nFor',\n",
+       " 'to',\n",
+       " 'stay,',\n",
+       " 'though',\n",
+       " 'the',\n",
+       " 'hours',\n",
+       " 'burn',\n",
+       " 'in\\nthe',\n",
+       " 'night,',\n",
+       " 'is',\n",
+       " 'to',\n",
+       " 'freeze',\n",
+       " 'and',\n",
+       " 'crystallize\\nand',\n",
+       " 'be',\n",
+       " 'bound',\n",
+       " 'in',\n",
+       " 'a',\n",
+       " 'mould.\\n\\nFain',\n",
+       " 'would',\n",
+       " 'I',\n",
+       " 'take',\n",
+       " 'with',\n",
+       " 'me',\n",
+       " 'all',\n",
+       " 'that',\n",
+       " 'is\\nhere.',\n",
+       " 'But',\n",
+       " 'how',\n",
+       " 'shall',\n",
+       " 'I?\\n\\nA',\n",
+       " 'voice',\n",
+       " 'cannot',\n",
+       " 'carry',\n",
+       " 'the',\n",
+       " 'tongue',\n",
+       " 'and\\n{9}the',\n",
+       " 'lips',\n",
+       " 'that',\n",
+       " 'gave',\n",
+       " 'it',\n",
+       " 'wings.',\n",
+       " 'Alone\\nmust',\n",
+       " 'it',\n",
+       " 'seek',\n",
+       " 'the',\n",
+       " 'ether.\\n\\nAnd',\n",
+       " 'alone',\n",
+       " 'and',\n",
+       " 'without',\n",
+       " 'his',\n",
+       " 'nest',\n",
+       " 'shall',\n",
+       " 'the\\neagle',\n",
+       " 'fly',\n",
+       " 'across',\n",
+       " 'the',\n",
+       " 'sun.\\n\\n*****\\n\\nNow',\n",
+       " 'when',\n",
+       " 'he',\n",
+       " 'reached',\n",
+       " 'the',\n",
+       " 'foot',\n",
+       " 'of',\n",
+       " 'the\\nhill,',\n",
+       " 'he',\n",
+       " 'turned',\n",
+       " 'again',\n",
+       " 'towards',\n",
+       " 'the',\n",
+       " 'sea,\\nand',\n",
+       " 'he',\n",
+       " 'saw',\n",
+       " 'his',\n",
+       " 'ship',\n",
+       " 'approaching',\n",
+       " 'the\\nharbour,',\n",
+       " 'and',\n",
+       " 'upon',\n",
+       " 'her',\n",
+       " 'prow',\n",
+       " 'the',\n",
+       " 'mariners,\\nthe',\n",
+       " 'men',\n",
+       " 'of',\n",
+       " 'his',\n",
+       " 'own',\n",
+       " 'land.\\n\\nAnd',\n",
+       " 'his',\n",
+       " 'soul',\n",
+       " 'cried',\n",
+       " 'out',\n",
+       " 'to',\n",
+       " 'them,',\n",
+       " 'and',\n",
+       " 'he\\nsaid:\\n\\nSons',\n",
+       " 'of',\n",
+       " 'my',\n",
+       " 'ancient',\n",
+       " 'mother,',\n",
+       " 'you',\n",
+       " 'riders',\n",
+       " 'of\\nthe',\n",
+       " 'tides,\\n\\nHow',\n",
+       " 'often',\n",
+       " 'have',\n",
+       " 'you',\n",
+       " 'sailed',\n",
+       " 'in',\n",
+       " 'my',\n",
+       " 'dreams.\\nAnd',\n",
+       " 'now',\n",
+       " 'you',\n",
+       " 'come',\n",
+       " 'in',\n",
+       " 'my',\n",
+       " 'awakening,',\n",
+       " 'which\\nis',\n",
+       " 'my',\n",
+       " 'deeper',\n",
+       " 'dream.\\n\\nReady',\n",
+       " 'am',\n",
+       " 'I',\n",
+       " 'to',\n",
+       " 'go,',\n",
+       " 'and',\n",
+       " 'my',\n",
+       " 'eagerness',\n",
+       " 'with\\nsails',\n",
+       " 'full',\n",
+       " 'set',\n",
+       " 'awaits',\n",
+       " 'the',\n",
+       " 'wind.\\n\\nOnly',\n",
+       " 'another',\n",
+       " 'breath',\n",
+       " 'will',\n",
+       " 'I',\n",
+       " 'breathe',\n",
+       " 'in\\nthis',\n",
+       " 'still',\n",
+       " 'air,',\n",
+       " 'only',\n",
+       " 'another',\n",
+       " 'loving',\n",
+       " 'look\\ncast',\n",
+       " 'backward,\\n\\nAnd',\n",
+       " 'then',\n",
+       " 'I',\n",
+       " 'shall',\n",
+       " 'stand',\n",
+       " 'among',\n",
+       " 'you,',\n",
+       " 'a\\nseafarer',\n",
+       " 'among',\n",
+       " 'seafarers.',\n",
+       " '{10}And',\n",
+       " 'you,\\nvast',\n",
+       " 'sea,',\n",
+       " 'sleepless',\n",
+       " 'mother,\\n\\nWho',\n",
+       " 'alone',\n",
+       " 'are',\n",
+       " 'peace',\n",
+       " 'and',\n",
+       " 'freedom',\n",
+       " 'to',\n",
+       " 'the\\nriver',\n",
+       " 'and',\n",
+       " 'the',\n",
+       " 'stream,\\n\\nOnly',\n",
+       " 'another',\n",
+       " 'winding',\n",
+       " 'will',\n",
+       " 'this',\n",
+       " 'stream\\nmake,',\n",
+       " 'only',\n",
+       " 'another',\n",
+       " 'murmur',\n",
+       " 'in',\n",
+       " 'this',\n",
+       " 'glade,\\n\\nAnd',\n",
+       " 'then',\n",
+       " 'shall',\n",
+       " 'I',\n",
+       " 'come',\n",
+       " 'to',\n",
+       " 'you,',\n",
+       " 'a\\nboundless',\n",
+       " 'drop',\n",
+       " 'to',\n",
+       " 'a',\n",
+       " 'boundless',\n",
+       " 'ocean.\\n\\n*****\\n\\nAnd',\n",
+       " 'as',\n",
+       " 'he',\n",
+       " 'walked',\n",
+       " 'he',\n",
+       " 'saw',\n",
+       " 'from',\n",
+       " 'afar',\n",
+       " 'men\\nand',\n",
+       " 'women',\n",
+       " 'leaving',\n",
+       " 'their',\n",
+       " 'fields',\n",
+       " 'and',\n",
+       " 'their\\nvineyards',\n",
+       " 'and',\n",
+       " 'hastening',\n",
+       " 'towards',\n",
+       " 'the',\n",
+       " 'city\\ngates.\\n\\nAnd',\n",
+       " 'he',\n",
+       " 'heard',\n",
+       " 'their',\n",
+       " 'voices',\n",
+       " 'calling',\n",
+       " 'his\\nname,',\n",
+       " 'and',\n",
+       " 'shouting',\n",
+       " 'from',\n",
+       " 'field',\n",
+       " 'to',\n",
+       " 'field\\ntelling',\n",
+       " 'one',\n",
+       " 'another',\n",
+       " 'of',\n",
+       " 'the',\n",
+       " 'coming',\n",
+       " 'of',\n",
+       " 'his\\nship.\\n\\nAnd',\n",
+       " 'he',\n",
+       " 'said',\n",
+       " 'to',\n",
+       " 'himself:\\n\\nShall',\n",
+       " 'the',\n",
+       " 'day',\n",
+       " 'of',\n",
+       " 'parting',\n",
+       " 'be',\n",
+       " 'the',\n",
+       " 'day',\n",
+       " 'of\\ngathering?\\n\\nAnd',\n",
+       " 'shall',\n",
+       " 'it',\n",
+       " 'be',\n",
+       " 'said',\n",
+       " 'that',\n",
+       " 'my',\n",
+       " 'eve',\n",
+       " 'was',\n",
+       " 'in\\ntruth',\n",
+       " 'my',\n",
+       " 'dawn?\\n\\nAnd',\n",
+       " 'what',\n",
+       " 'shall',\n",
+       " 'I',\n",
+       " 'give',\n",
+       " 'unto',\n",
+       " 'him',\n",
+       " 'who',\n",
+       " 'has\\nleft',\n",
+       " 'his',\n",
+       " 'plough',\n",
+       " 'in',\n",
+       " 'midfurrow,',\n",
+       " 'or',\n",
+       " 'to\\nhim',\n",
+       " 'who',\n",
+       " 'has',\n",
+       " 'stopped',\n",
+       " 'the',\n",
+       " 'wheel',\n",
+       " 'of',\n",
+       " 'his\\nwinepress?',\n",
+       " '{11}Shall',\n",
+       " 'my',\n",
+       " 'heart',\n",
+       " 'become',\n",
+       " 'a\\ntree',\n",
+       " 'heavy-laden',\n",
+       " 'with',\n",
+       " 'fruit',\n",
+       " 'that',\n",
+       " 'I',\n",
+       " 'may\\ngather',\n",
+       " 'and',\n",
+       " 'give',\n",
+       " 'unto',\n",
+       " 'them?\\n\\nAnd',\n",
+       " 'shall',\n",
+       " 'my',\n",
+       " 'desires',\n",
+       " 'flow',\n",
+       " 'like',\n",
+       " 'a\\nfountain',\n",
+       " 'that',\n",
+       " 'I',\n",
+       " 'may',\n",
+       " 'fill',\n",
+       " 'their',\n",
+       " 'cups?\\n\\nAm',\n",
+       " 'I',\n",
+       " 'a',\n",
+       " 'harp',\n",
+       " 'that',\n",
+       " 'the',\n",
+       " 'hand',\n",
+       " 'of',\n",
+       " 'the',\n",
+       " 'mighty\\nmay',\n",
+       " 'touch',\n",
+       " 'me,',\n",
+       " 'or',\n",
+       " 'a',\n",
+       " 'flute',\n",
+       " 'that',\n",
+       " 'his',\n",
+       " 'breath\\nmay',\n",
+       " 'pass',\n",
+       " 'through',\n",
+       " 'me?\\n\\nA',\n",
+       " 'seeker',\n",
+       " 'of',\n",
+       " 'silences',\n",
+       " 'am',\n",
+       " 'I,',\n",
+       " 'and',\n",
+       " 'what\\ntreasure',\n",
+       " 'have',\n",
+       " 'I',\n",
+       " 'found',\n",
+       " 'in',\n",
+       " 'silences',\n",
+       " 'that',\n",
+       " 'I\\nmay',\n",
+       " 'dispense',\n",
+       " 'with',\n",
+       " 'confidence?\\n\\nIf',\n",
+       " 'this',\n",
+       " 'is',\n",
+       " 'my',\n",
+       " 'day',\n",
+       " 'of',\n",
+       " 'harvest,',\n",
+       " 'in',\n",
+       " 'what\\nfields',\n",
+       " 'have',\n",
+       " 'I',\n",
+       " 'sowed',\n",
+       " 'the',\n",
+       " 'seed,',\n",
+       " 'and',\n",
+       " 'in\\nwhat',\n",
+       " 'unremembered',\n",
+       " 'seasons?\\n\\nIf',\n",
+       " 'this',\n",
+       " 'indeed',\n",
+       " 'be',\n",
+       " 'the',\n",
+       " 'hour',\n",
+       " 'in',\n",
+       " 'which',\n",
+       " 'I\\nlift',\n",
+       " 'up',\n",
+       " 'my',\n",
+       " 'lantern,',\n",
+       " 'it',\n",
+       " 'is',\n",
+       " 'not',\n",
+       " 'my',\n",
+       " 'flame\\nthat',\n",
+       " 'shall',\n",
+       " 'burn',\n",
+       " 'therein.\\n\\nEmpty',\n",
+       " 'and',\n",
+       " 'dark',\n",
+       " 'shall',\n",
+       " 'I',\n",
+       " 'raise',\n",
+       " 'my',\n",
+       " 'lantern,\\n\\nAnd',\n",
+       " 'the',\n",
+       " 'guardian',\n",
+       " 'of',\n",
+       " 'the',\n",
+       " 'night',\n",
+       " 'shall',\n",
+       " 'fill\\nit',\n",
+       " 'with',\n",
+       " 'oil',\n",
+       " 'and',\n",
+       " 'he',\n",
+       " 'shall',\n",
+       " 'light',\n",
+       " 'it',\n",
+       " 'also.\\n\\n*****\\n\\nThese',\n",
+       " 'things',\n",
+       " 'he',\n",
+       " 'said',\n",
+       " 'in',\n",
+       " 'words.',\n",
+       " 'But',\n",
+       " 'much\\nin',\n",
+       " 'his',\n",
+       " 'heart',\n",
+       " 'remained',\n",
+       " 'unsaid.',\n",
+       " 'For',\n",
+       " '{12}he\\nhimself',\n",
+       " 'could',\n",
+       " 'not',\n",
+       " 'speak',\n",
+       " 'his',\n",
+       " 'deeper\\nsecret.\\n\\n*****\\n\\n[Illustration:',\n",
+       " '0020]\\n\\nAnd',\n",
+       " 'when',\n",
+       " 'he',\n",
+       " 'entered',\n",
+       " 'into',\n",
+       " 'the',\n",
+       " 'city',\n",
+       " 'all\\nthe',\n",
+       " 'people',\n",
+       " 'came',\n",
+       " 'to',\n",
+       " 'meet',\n",
+       " 'him,',\n",
+       " 'and',\n",
+       " 'they\\nwere',\n",
+       " 'crying',\n",
+       " 'out',\n",
+       " 'to',\n",
+       " 'him',\n",
+       " 'as',\n",
+       " 'with',\n",
+       " 'one\\nvoice.\\n\\nAnd',\n",
+       " 'the',\n",
+       " 'elders',\n",
+       " 'of',\n",
+       " 'the',\n",
+       " 'city',\n",
+       " 'stood',\n",
+       " 'forth\\nand',\n",
+       " 'said:\\n\\nGo',\n",
+       " 'not',\n",
+       " 'yet',\n",
+       " 'away',\n",
+       " 'from',\n",
+       " 'us.\\n\\nA',\n",
+       " 'noontide',\n",
+       " 'have',\n",
+       " 'you',\n",
+       " 'been',\n",
+       " 'in',\n",
+       " 'our\\ntwilight,',\n",
+       " 'and',\n",
+       " 'your',\n",
+       " 'youth',\n",
+       " 'has',\n",
+       " 'given',\n",
+       " 'us\\ndreams',\n",
+       " 'to',\n",
+       " 'dream.\\n\\nNo',\n",
+       " 'stranger',\n",
+       " 'are',\n",
+       " 'you',\n",
+       " 'among',\n",
+       " 'us,',\n",
+       " 'nor\\na',\n",
+       " 'guest,',\n",
+       " 'but',\n",
+       " 'our',\n",
+       " 'son',\n",
+       " 'and',\n",
+       " 'our',\n",
+       " 'dearly\\nbeloved.\\n\\nSuffer',\n",
+       " 'not',\n",
+       " 'yet',\n",
+       " 'our',\n",
+       " 'eyes',\n",
+       " 'to',\n",
+       " 'hunger',\n",
+       " 'for\\nyour',\n",
+       " 'face.\\n\\n*****\\n\\nAnd',\n",
+       " 'the',\n",
+       " 'priests',\n",
+       " 'and',\n",
+       " 'the',\n",
+       " 'priestesses',\n",
+       " 'said\\nunto',\n",
+       " 'him:\\n\\nLet',\n",
+       " 'not',\n",
+       " 'the',\n",
+       " 'waves',\n",
+       " 'of',\n",
+       " 'the',\n",
+       " 'sea',\n",
+       " 'separate',\n",
+       " 'us\\nnow,',\n",
+       " 'and',\n",
+       " 'the',\n",
+       " 'years',\n",
+       " 'you',\n",
+       " 'have',\n",
+       " 'spent',\n",
+       " 'in',\n",
+       " 'our\\nmidst',\n",
+       " 'become',\n",
+       " 'a',\n",
+       " 'memory.\\n\\nYou',\n",
+       " 'have',\n",
+       " 'walked',\n",
+       " 'among',\n",
+       " 'us',\n",
+       " 'a',\n",
+       " 'spirit,\\n{13}and',\n",
+       " 'your',\n",
+       " 'shadow',\n",
+       " 'has',\n",
+       " 'been',\n",
+       " 'a',\n",
+       " 'light\\nupon',\n",
+       " 'our',\n",
+       " 'faces.\\n\\nMuch',\n",
+       " 'have',\n",
+       " 'we',\n",
+       " 'loved',\n",
+       " 'you.',\n",
+       " 'But',\n",
+       " 'speechless\\nwas',\n",
+       " 'our',\n",
+       " 'love,',\n",
+       " 'and',\n",
+       " 'with',\n",
+       " 'veils',\n",
+       " 'has',\n",
+       " 'it',\n",
+       " 'been\\nveiled.\\n\\nYet',\n",
+       " 'now',\n",
+       " 'it',\n",
+       " 'cries',\n",
+       " 'aloud',\n",
+       " 'unto',\n",
+       " 'you,',\n",
+       " 'and\\nwould',\n",
+       " 'stand',\n",
+       " 'revealed',\n",
+       " 'before',\n",
+       " 'you.\\n\\nAnd',\n",
+       " 'ever',\n",
+       " 'has',\n",
+       " 'it',\n",
+       " 'been',\n",
+       " 'that',\n",
+       " 'love',\n",
+       " 'knows\\nnot',\n",
+       " 'its',\n",
+       " 'own',\n",
+       " 'depth',\n",
+       " 'until',\n",
+       " 'the',\n",
+       " 'hour',\n",
+       " 'of\\nseparation.\\n\\n*****\\n\\nAnd',\n",
+       " 'others',\n",
+       " 'came',\n",
+       " 'also',\n",
+       " 'and',\n",
+       " 'entreated',\n",
+       " 'him.\\nBut',\n",
+       " 'he',\n",
+       " 'answered',\n",
+       " 'them',\n",
+       " 'not.',\n",
+       " 'He',\n",
+       " 'only',\n",
+       " 'bent\\nhis',\n",
+       " 'head;',\n",
+       " 'and',\n",
+       " 'those',\n",
+       " 'who',\n",
+       " 'stood',\n",
+       " 'near',\n",
+       " 'saw\\nhis',\n",
+       " 'tears',\n",
+       " 'falling',\n",
+       " 'upon',\n",
+       " 'his',\n",
+       " 'breast.\\n\\nAnd',\n",
+       " 'he',\n",
+       " 'and',\n",
+       " 'the',\n",
+       " 'people',\n",
+       " 'proceeded',\n",
+       " 'towards\\nthe',\n",
+       " 'great',\n",
+       " 'square',\n",
+       " 'before',\n",
+       " 'the',\n",
+       " 'temple.\\n\\nAnd',\n",
+       " 'there',\n",
+       " 'came',\n",
+       " 'out',\n",
+       " 'of',\n",
+       " 'the',\n",
+       " 'sanctuary',\n",
+       " 'a\\nwoman',\n",
+       " 'whose',\n",
+       " 'name',\n",
+       " 'was',\n",
+       " 'Almitra.',\n",
+       " 'And',\n",
+       " 'she\\nwas',\n",
+       " 'a',\n",
+       " 'seeress.\\n\\nAnd',\n",
+       " 'he',\n",
+       " 'looked',\n",
+       " 'upon',\n",
+       " 'her',\n",
+       " 'with',\n",
+       " 'exceeding\\ntenderness,',\n",
+       " 'for',\n",
+       " 'it',\n",
+       " 'was',\n",
+       " 'she',\n",
+       " 'who',\n",
+       " 'had',\n",
+       " 'first\\nsought',\n",
+       " 'and',\n",
+       " 'believed',\n",
+       " 'in',\n",
+       " 'him',\n",
+       " 'when',\n",
+       " 'he',\n",
+       " 'had\\nbeen',\n",
+       " 'but',\n",
+       " 'a',\n",
+       " 'day',\n",
+       " 'in',\n",
+       " 'their',\n",
+       " 'city.',\n",
+       " '{14}And\\nshe',\n",
+       " 'hailed',\n",
+       " 'him,',\n",
+       " 'saying:\\n\\nProphet',\n",
+       " 'of',\n",
+       " 'God,',\n",
+       " 'in',\n",
+       " 'quest',\n",
+       " 'of',\n",
+       " 'the\\nuttermost,',\n",
+       " 'long',\n",
+       " 'have',\n",
+       " 'you',\n",
+       " 'searched',\n",
+       " 'the\\ndistances',\n",
+       " 'for',\n",
+       " 'your',\n",
+       " 'ship.\\n\\nAnd',\n",
+       " 'now',\n",
+       " 'your',\n",
+       " 'ship',\n",
+       " 'has',\n",
+       " 'come,',\n",
+       " 'and',\n",
+       " 'you',\n",
+       " 'must\\nneeds',\n",
+       " 'go.\\n\\nDeep',\n",
+       " 'is',\n",
+       " 'your',\n",
+       " 'longing',\n",
+       " 'for',\n",
+       " 'the',\n",
+       " 'land',\n",
+       " 'of\\nyour',\n",
+       " 'memories',\n",
+       " 'and',\n",
+       " 'the',\n",
+       " 'dwelling',\n",
+       " 'place\\nof',\n",
+       " 'your',\n",
+       " 'greater',\n",
+       " 'desires;',\n",
+       " 'and',\n",
+       " 'our',\n",
+       " 'love\\nwould',\n",
+       " 'not',\n",
+       " 'bind',\n",
+       " 'you',\n",
+       " 'nor',\n",
+       " 'our',\n",
+       " 'needs',\n",
+       " 'hold\\nyou.\\n\\nYet',\n",
+       " 'this',\n",
+       " 'we',\n",
+       " 'ask',\n",
+       " 'ere',\n",
+       " 'you',\n",
+       " 'leave',\n",
+       " 'us,',\n",
+       " 'that\\nyou',\n",
+       " 'speak',\n",
+       " 'to',\n",
+       " 'us',\n",
+       " 'and',\n",
+       " 'give',\n",
+       " 'us',\n",
+       " 'of',\n",
+       " 'your\\ntruth.\\n\\nAnd',\n",
+       " 'we',\n",
+       " 'will',\n",
+       " 'give',\n",
+       " 'it',\n",
+       " 'unto',\n",
+       " 'our',\n",
+       " 'children,\\nand',\n",
+       " 'they',\n",
+       " 'unto',\n",
+       " 'their',\n",
+       " 'children,',\n",
+       " 'and',\n",
+       " 'it\\nshall',\n",
+       " 'not',\n",
+       " 'perish.\\n\\nIn',\n",
+       " 'your',\n",
+       " 'aloneness',\n",
+       " 'you',\n",
+       " 'have',\n",
+       " 'watched',\n",
+       " 'with\\nour',\n",
+       " 'days,',\n",
+       " 'and',\n",
+       " 'in',\n",
+       " 'your',\n",
+       " 'wakefulness',\n",
+       " 'you\\nhave',\n",
+       " 'listened',\n",
+       " 'to',\n",
+       " 'the',\n",
+       " 'weeping',\n",
+       " 'and',\n",
+       " 'the\\nlaughter',\n",
+       " 'of',\n",
+       " 'our',\n",
+       " 'sleep.\\n\\nNow',\n",
+       " 'therefore',\n",
+       " 'disclose',\n",
+       " 'us',\n",
+       " 'to',\n",
+       " 'ourselves,\\nand',\n",
+       " 'tell',\n",
+       " 'us',\n",
+       " 'all',\n",
+       " 'that',\n",
+       " 'has',\n",
+       " 'been',\n",
+       " 'shown\\nyou',\n",
+       " 'of',\n",
+       " 'that',\n",
+       " 'which',\n",
+       " 'is',\n",
+       " 'between',\n",
+       " 'birth',\n",
+       " 'and\\ndeath.\\n\\n*****\\n\\nAnd',\n",
+       " 'he',\n",
+       " 'answered,\\n\\nPeople',\n",
+       " 'of',\n",
+       " 'Orphalese,',\n",
+       " ...]"
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
-    "# your code here"
+    "prophet"
    ]
   },
   {
@@ -88,21 +1175,57 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 83,
    "metadata": {},
    "outputs": [],
    "source": [
+    "\n",
     "def reference(x):\n",
-    "    '''\n",
-    "    Input: A string\n",
-    "    Output: The string with references removed\n",
+    "        return re.split('{[0-9]+}', x)[0]\n",
+    "\n",
+    "\n",
+    "    #'''\n",
+    "    #Input: A string\n",
+    "    #Output: The string with references removed\n",
     "    \n",
-    "    Example:\n",
-    "    Input: 'the{7}'\n",
-    "    Output: 'the'\n",
-    "    '''\n",
+    "    #Example:\n",
+    "    #Input: 'the{7}'\n",
+    "    #Output: 'the'\n",
+    "    #'''\n",
     "    \n",
-    "    # your code here"
+    "    # your code here\n",
+    "    "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 85,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['the', '7}']"
+      ]
+     },
+     "execution_count": 85,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "#prophet[1].split(\"{\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 53,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#def remove(character):\n",
+    "#    return string.split(\"{\", \"\")\n",
+    "    "
    ]
   },
   {
@@ -114,11 +1237,43 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 88,
    "metadata": {},
    "outputs": [],
    "source": [
-    "# your code here"
+    "import re"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 90,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['PROPHET\\n\\n|Almustafa,',\n",
+       " 'the',\n",
+       " 'chosen',\n",
+       " 'and',\n",
+       " 'the\\nbeloved,',\n",
+       " 'who',\n",
+       " 'was',\n",
+       " 'a',\n",
+       " 'dawn',\n",
+       " 'unto']"
+      ]
+     },
+     "execution_count": 90,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# your code here\n",
+    "\n",
+    "prophet_reference = list(map(reference, prophet))\n",
+    "prophet_reference[0:10]"
    ]
   },
   {
@@ -130,7 +1285,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 91,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -143,7 +1298,7 @@
     "    Input: 'the\\nbeloved'\n",
     "    Output: ['the', 'beloved']\n",
     "    '''\n",
-    "    \n",
+    "    return re.split('\\n', x)[0]\n",
     "    # your code here"
    ]
   },
@@ -156,11 +1311,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 92,
    "metadata": {},
    "outputs": [],
    "source": [
-    "# your code here"
+    "# your code here\n",
+    "prophet_line = list(map(line_break, prophet_reference))"
    ]
   },
   {
@@ -172,11 +1328,25 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 93,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['PROPHET', 'the', 'chosen', 'and', 'the', 'who', 'was', 'a', 'dawn', 'unto']"
+      ]
+     },
+     "execution_count": 93,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
-    "# your code here"
+    "# your code here\n",
+    "\n",
+    "prophet_flat = prophet_line\n",
+    "prophet_flat[0:10]"
    ]
   },
   {
@@ -190,7 +1360,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 95,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -210,6 +1380,10 @@
     "    '''\n",
     "    \n",
     "    word_list = ['and', 'the', 'a', 'an']\n",
+    "    if x in word_list:\n",
+    "        return False\n",
+    "    else:\n",
+    "        return True\n",
     "    \n",
     "    # your code here"
    ]
@@ -221,6 +1395,15 @@
     "Use the `filter()` function to filter out the words speficied in the `word_filter()` function. Store the filtered list in the variable `prophet_filter`."
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 96,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "prophet_filter = list(filter(word_filter, prophet_flat))"
+   ]
+  },
   {
    "cell_type": "markdown",
    "metadata": {},
@@ -232,13 +1415,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 98,
    "metadata": {},
    "outputs": [],
    "source": [
     "def word_filter_case(x):\n",
     "   \n",
     "    word_list = ['and', 'the', 'a', 'an']\n",
+    "    if x.lower in word_list:\n",
+    "        return False\n",
+    "    else:\n",
+    "        return True\n",
     "    \n",
     "    # your code here"
    ]
@@ -256,7 +1443,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 99,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -269,7 +1456,7 @@
     "    Input: 'John', 'Smith'\n",
     "    Output: 'John Smith'\n",
     "    '''\n",
-    "    \n",
+    "    return a + ' ' + b\n",
     "    # your code here"
    ]
   },
@@ -282,11 +1469,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 100,
    "metadata": {},
    "outputs": [],
    "source": [
-    "# your code here"
+    "# your code here\n",
+    "prophet_filter = reduce(concat_space, prophet_filter)"
    ]
   },
   {
@@ -302,11 +1490,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 104,
    "metadata": {},
    "outputs": [],
    "source": [
-    "# your code here"
+    "# your code here\n",
+    "#df = pd.read_csv(\"Users/luisdemiguel/Downloads/PRSA_data_2010.1.1-2014.12.31.csv\")"
    ]
   },
   {
@@ -318,11 +1507,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 105,
    "metadata": {},
    "outputs": [],
    "source": [
-    "# your code here"
+    "# your code here \n",
+    "# I cant find the csb\n",
+    "#df.head()"
    ]
   },
   {
@@ -334,21 +1525,22 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 106,
    "metadata": {},
    "outputs": [],
    "source": [
-    "def hourly(x):\n",
-    "    '''\n",
-    "    Input: A numerical value\n",
-    "    Output: The value divided by 24\n",
+    "#def hourly(x):\n",
+    "    #'''\n",
+    "    #Input: A numerical value\n",
+    "    #Output: The value divided by 24\n",
     "        \n",
-    "    Example:\n",
-    "    Input: 48\n",
-    "    Output: 2.0\n",
-    "    '''\n",
+    "    #Example:\n",
+    "    #Input: 48\n",
+    "    #Output: 2.0\n",
+    "    #'''\n",
     "    \n",
-    "    # your code here"
+    "    # your code here\n",
+    "    #return x / 24"
    ]
   },
   {
@@ -360,11 +1552,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 107,
    "metadata": {},
    "outputs": [],
    "source": [
-    "# your code here"
+    "# your code here\n",
+    "\n",
+    "#m25_hourly = df[['Iws', 'Is', 'Ir']]\n",
+    "#pm25_hourly.apply(hourly)"
    ]
   },
   {
@@ -378,29 +1573,45 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 108,
    "metadata": {},
    "outputs": [],
    "source": [
-    "def sample_sd(x):\n",
-    "    '''\n",
-    "    Input: A Pandas series of values\n",
-    "    Output: the standard deviation divided by the number of elements in the series\n",
+    "#def sample_sd(x):\n",
+    "    #'''\n",
+    "    #Input: A Pandas series of values\n",
+    "    #Output: the standard deviation divided by the number of elements in the series\n",
     "        \n",
-    "    Example:\n",
-    "    Input: pd.Series([1,2,3,4])\n",
-    "    Output: 0.3726779962\n",
-    "    '''\n",
-    "    \n",
+    "    #Example:\n",
+    "    #Input: pd.Series([1,2,3,4])\n",
+    "    #Output: 0.3726779962\n",
+    "    #'''\n",
+    "    #return np.std(x) / x.count() -1\n",
     "    # your code here"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 109,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#cols.apply(sample_sd)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python [conda env:ihm1_env]",
    "language": "python",
-   "name": "python3"
+   "name": "conda-env-ihm1_env-py"
   },
   "language_info": {
    "codemirror_mode": {
@@ -412,7 +1623,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.2"
+   "version": "3.7.3"
   }
  },
  "nbformat": 4,