GALA Coding Club 08.ipynb

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    "# ZIP Codes Part 1\n",
    "\n",
    "We have talked about `lists`, `dictionaries`, and `sets`. We will cover `Tuples` at a later date. \n",
    "\n",
    "## A List \n",
    "\n",
    "A **list** is a collection of items in a particular order. You can make a list that includes the letters of the alphabet, the digits from 0–9, or the names of all the people in your family. You can put anything you want into a list, and the items in your list don’t have to be related in any particular way. Because a list usually contains more than one element, it’s a good idea to make the name of your list plural, such as letters, digits, or names.\n",
    "In Python, square brackets `[]` indicate a list, and individual elements in the list are separated by commas.\n",
    "\n",
    "## Dictionary\n",
    "\n",
    "A **dictionary** in Python is a collection of key-value pairs. Each key is connected to a value, and you can use a key to access the value associated with that key. A key’s value can be a number, a string, a list, or even another dictionary.<br>\n",
    "In fact, you can use any object that you can create in Python as a value in a dictionary.\n",
    "In Python, a dictionary is wrapped in braces, `{}`, with a series of key- value pairs inside the braces\n",
    "\n",
    "## Set\n",
    "\n",
    "Python **Sets** are like lists in many ways, however they have different fewer methods, and are in no particular order.  You can create sets two ways.  A function or assing your values in `{}`.<br>  If you racall we talked about the Venn Diagram. And the Union and Interesction, which are methods that can be used on a set.\n",
    "\n",
    "And the other great feature, sets have no duplicates, so converting a list, such as tons of zip codes or the best name ever, we can create a set of unique value. "
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   "source": [
    "zip_codes = [90021, 90021, 90123, 90123, 90123, 90036, 90218, 90036, 90027, 90036, 90036, 90027, 90036, 90048,\n",
    "            90027,  90048, 90021, 90123, 90321, 90218, 90200, 90048, 90048, 90027, 90005, 90036, 90021]\n",
    "\n",
    "len(zip_codes)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Select the Unique Values with the `Set()` Function\n",
    "To find the unique zip codes all we need to do is convert this list to a set, which is quite easy with the `Set` funtion. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 74,
   "metadata": {},
   "outputs": [],
   "source": [
    "unique_zips = set(zip_codes)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 75,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{90005, 90021, 90027, 90036, 90048, 90123, 90200, 90218, 90321}"
      ]
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     "execution_count": 75,
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   ],
   "source": [
    "unique_zips"
   ]
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   "source": [
    "len(unique_zips)"
   ]
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   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Using the Set of Unique Zip Codes to loop though and `count()` all the zip codes\n",
    "\n",
    "Introducing the `count()` method. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 77,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{90048: 4, 90021: 4, 90218: 2, 90027: 4, 90123: 4, 90321: 1, 90036: 6, 90005: 1, 90200: 1}\n"
     ]
    }
   ],
   "source": [
    "zip_count = {}\n",
    "\n",
    "for zip_code in unique_zips:\n",
    "    zip_count[zip_code] = zip_codes.count(zip_code)\n",
    "\n",
    "print(zip_count)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 78,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3.141592653589793\n"
     ]
    }
   ],
   "source": [
    "import math\n",
    "\n",
    "pi = math.pi\n",
    "print(pi)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 79,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{90021: 4, 90123: 4, 90036: 6, 90218: 2, 90027: 4, 90048: 4, 90321: 1, 90200: 1, 90005: 1}\n"
     ]
    }
   ],
   "source": [
    "from collections import Counter\n",
    "\n",
    "new_zips = dict(Counter(zip_codes))\n",
    "print(new_zips)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### A brief intro to Matplotlib\n",
    "\n",
    "**`matplotlib`** a mathematical plotting library, is one of the most popular python tools. We’ll use matplotlib to make simple plots, such as line graphs and scatter plots. After which, we’ll create a more interesting data set based on the zip code. We will dive into this after Thanksgiving, though I want to show you some of the data we are working with. \n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
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     "metadata": {},
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   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "%config InlineBackend.figure_format = 'svg'\n",
    "\n",
    "x = [1, 2, 3, 4, 5]\n",
    "y = [1, 3, 2, 4, 6]\n",
    "\n",
    "plt.plot(x,y)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [
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   ],
   "source": [
    "x = zip_count.keys()\n",
    "y = zip_count.values()\n",
    "\n",
    "plt.bar(x,y)\n",
    "plt.show()"
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  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'90048': 4, '90021': 4, '90218': 2, '90027': 4, '90123': 4, '90321': 1, '90036': 6, '90005': 1, '90200': 1}\n"
     ]
    }
   ],
   "source": [
    "zip_count = {}\n",
    "\n",
    "for zip_code in unique_zips:\n",
    "    zip_count[str(zip_code)] = zip_codes.count(zip_code)\n",
    "\n",
    "print(zip_count)"
   ]
  },
  {
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   "execution_count": 59,
   "metadata": {},
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   "source": [
    "x = zip_count.keys()\n",
    "y = zip_count.values()\n",
    "\n",
    "plt.bar(x,y)\n",
    "plt.show()"
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  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
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