georgehc/94-775 Lecture 3 Jupyter notebook.ipynb Secret

## 94-775 Lecture 3 Jupyter notebook.ipynb
{
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  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 94-775 Lecture 3 Jupyter notebook\n",
    "\n",
    "Author: George Chen (georgechen [atsymbol] cmu.edu)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Often times, at the top of the notebook, you place boilerplate code that only needs to run once. These few lines you've seen in the previous lecture's notebook. Following the cooking analogy for data analysis, this boilerplate code is like setting up the kitchen."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "# we want to be able to plot and also work with datetime objects\n",
    "%matplotlib inline\n",
    "import matplotlib.pyplot as plt\n",
    "from datetime import datetime\n",
    "\n",
    "# the lines below are just for aesthetics\n",
    "plt.style.use('ggplot')  # if you want your plots to look like ggplot (like how R makes plots)\n",
    "%config InlineBackend.figure_format = 'retina'  # if you use a Mac with Retina display"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We continue off our running tomato price example. Today, we look at three problems.\n",
    "\n",
    "1. As a warm-up, we look at two ways to plot tomato price data specifically for the year 2015. This is relatively straightforward.\n",
    "2. As a more complicated example, we look at how to plot the tomato price data so that now each month of each year has exactly 1 plotted data point that has y-coordinate given by the average modal tomato price for that month (across modal prices recorded for that month in that specific year). For example, April 2012 would have a single point. To solve this problem, we use a Python dictionary.\n",
    "3. We finally look at how to plot tomato price data so that each calendar month has a single data point with y-coordinate given by the average modal tomato price for that month *across all years*. So April would have a single point. To solve this problem, we can actually just work with lists. However, the actual plotting is a bit different from what we've seen previously.\n",
    "\n",
    "A key recurring idea in code for data analysis is keeping track of indices and dimensions."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 1. Plotting prices only in 2015\n",
    "\n",
    "Here, we look at how to \"filter\" prices so that we only plot some of the pricing information. The simplest way to do this is to simply ignore data that don't meet our search criteria (such as being in year 2015) when loading in the data. Another way to do this is to load in all the data and then filter afterward (this can be advantageous if you actually want to apply multiple filters and analyze different parts of the data, so loading in all the data can be helpful; on the flip side, if your dataset is enormous, loading in all the data could be prohibitively expensive).\n",
    "\n",
    "The first approach that filters as we load in the CSV file is fairly straight forward and just adds an `if` condition before appending data."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5,1,'Tomato Prices Over Time')"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
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d73xHCxYsGOzrwIEDuuOO\nOxQMBvXjH/9YpaWlkqRjx47pnnvu0f79+/WjH/1IoVBosM3u3bv1gx/8QGVlZXrooYdUVFQ02Nf3\nvvc99fb26tFHHx3sKxEU3YDEkJfwC3IVfkK+wo/IW/gFuQo/8WO+elV08/0z3aqrqzVv3rwRt4RO\nnDhRS5culSS9++67g59v2bJFR44c0aWXXjpYcJOk0047TfX19ZL6r54b6rXXXtPx48e1fPnyYUWy\noqIiXXfddVHb/OEPf5AkXX/99YMFN0kqLS3VlVdeqePHj2vTpk1uVxsAAAAAAAAZzPdFt7Hk5/c/\nsm5oQa65uf9ZDBdccMGI5SsrKxUMBgef8+akzezZsyVJu3btGva5kzYDywAAAAAAACC7+P5FCqP5\n9NNP9ec//1nS8MLXBx98ICn6pYJ5eXkqLS3V3r17tX//fk2fPl3SZ7dvTp06dUSbSZMmKRgM6uDB\ng+rt7VUwGFRPT48OHTqk8ePHa9KkSSPaTJkyZVgssdx9991RP3/44YclfXapph8MFEL9FDOyH3kJ\nvyBX4SfkK/yIvIVfkKvwk1zO16y90u3pp5/W3r17NXv27GFFt3C4/01+hYWFUdsNfD6wnJs2Tpf/\n5JNPnK0MAAAAAAAAfCUrr3T7/e9/r4aGBk2bNk233357XG0Tea/E0Dekern8wBVto/HTwwj9+ABF\nZD/yEn5BrsJPyFf4EXkLvyBX4Sd+zFdepDCKV155Rb/61a80ffp03XfffcNeYiBFv5JtqO7u7mHL\nOWkz8HlBQUFcy492JRwAAAAAAAD8LauKbi+99JKefPJJnX322brvvvs0ceLEEcsMPJdt4DltQ336\n6ac6cOCA8vLyVFZWNvj5QIUz2jPYDh8+rN7eXhUXFysYDEqSxo8fr8mTJ6unp0eHDx8e0ebDDz8c\nFgsAAAAAAACyS9YU3V588UU99dRTOuecc3TffffpzDPPjLpcdXW1JGnnzp0jftbS0qLe3l6FQiGN\nGzfOUZsdO3ZIkqqqqhyPM9BmYBkAAAAAAABkl6x4pttzzz2nZ599VjNmzND3v//9EbeUDjV//nw9\n/fTTeuONN3TVVVfpvPPOkyT19fVpzZo1kqRly5YNa7NkyRKtW7dOr7zyihYvXqzS0lJJ0rFjx/TC\nCy9EbbN06VK9/vrrev7553XhhRcOxnTgwAFt2LBB48aN0+LFiz1ZfwCZx3a0y7Y2Sd1h2b4eGWuk\nYFAqKJSZWSMzrWJwGbu/U/r4kMyZxbLjg2Muq+7wsM+9jHO08YbGP/Bv29sdNeZoyyaznZOYB5aR\nNOY6pSPmWDkztA+VTdWJS/5Z+RUzYu6fscYBAAAAvJas8xW/MzaRNwdkgE2bNumJJ55QIBDQ8uXL\noz4nrbS0dFiB66233tLPfvYzjRs3TgsWLFBRUZG2bdumzs5OzZ8/X3fccceIlxy8/PLL+uUvf6kJ\nEybokksuUX5+vrZu3aqDBw+qtrZWK1asGDHuqlWr1NDQoOLiYl188cU6ceKE3nzzTR09elS33HKL\nli9f7sk2iHarbKby4wMUkf28zEvb0qRIwxqpbdfYCxYU9n8hOTHasqEqBWrrZSprvI0zntgyhR9j\nPrn/JDnLmZNM4emy4Tjefp1AngCJ4DsffkTewi/IVWSKMc8rTv4eetaiKyT5K1+9epGC74tuzz77\nrJ577rkxl/niF7+o+++/f9hnra2teuGFF9TW1qa+vj5NmTJFS5Ys0dVXX61AIPpdt9u2bdP69ev1\n3nvvyVqr6dOn68orrxzzirVNmzZpw4YN2rdvn4wxOvfcc3Xttddq7ty58a7qqCi6AYnxKi8jmzfK\nrn5cSuW0aozMipUKLFzquEla4sTojEn+vnCRJ0Ci+M6HH5G38AtyFZnA0XmFMTrj3+9Rwb/U+ipf\nKbphEEU3IDFe5KVtaVLk0XvTU8gyRoE7HnR0JVNa40R6xZEngBf4zocfkbfwC3IV6RbXeYUJaOL9\n/4+Olp+T9Li84lXRLWtepAAA6RRpWJO+Qpa1ijSsdbRoWuNEesWRJwAAAMBY4jqvsBF98uwvkxtQ\nhqLoBgAJsh3tjp/HlTRtzf1xjCEj4kR6OcgTAAAAYCxuziuO79qRk7+HUnQDgATZ1qZ0hyApdhyZ\nEifSizwAAABAItz+PpmLv4dSdAOARGXKWzNjxZEpcSK9yAMAAAAkwu3vkzn4eyhFNwBIVEFhuiPo\nFyuOTIkT6UUeAAAAIBFuf5/Mwd9DKboBQILMzMx4G2SsODIlTqQXeQAAAIBEuP19Mhd/D6XoBgAJ\nMtMqpFBVeoMIVffHMYaMiBPp5SBPAAAAgLG4Oa8YVzU7J38PpegGAB4I1NZLxqRncGMUqK1ztGha\n40R6xZEnAAAAwFjiOq8wAZ3+1X9NbkAZiqIbALhgO9oV+dN6RRrWKvKn9dIZk2Ruui31BS1jZFas\nlKl0dqm2qaxJT5wYXSr2RZx5AgAAAIzF8XmFMTrj37+n4Kx5qQksw+SnOwAA8BPb0qRIwxqpbdfw\nzyUpVCXzlZtl39kmtTWP3VFBofO394y2bKhagdq6uAspgUXLZEvKFGlYGz3OeGLLFH6M+eT+kzT6\nvojCFBbJho/FPQ4FNwAAAHgp5nnFyd9DCxZdkfrgMgRFNwBwKLJ5o+zqxyVroy/Qtkv2f9/tv6Lo\n6/+XbGuT1B2W7euRsUYKBqWCQpmZNTLTKmQ72mVbm2T3d0ofH5I5s1h2fHDMZdUdHva5W6ayRnmV\nNaP2O/TzofEP/Nv2dkeNOdqyyWznJOaBZSSNuU7piHnAqfsiWh8qm6rJl/yz8itm6B9N22Ouixd5\nAgAAAIwl1nlFrjPWjnb2CL/o7OxMdwiOlZSUSJK6urrSHAnwGSd5aVuaFHn03tELbkMZo8AdD3Jl\nETzHHAo/IV/hR+Qt/IJchZ/4MV/Ly8s96YdnugGAA5GGNc4KbpJkbf8l1gAAAACAnEXRDQBisB3t\nI57hFlNbc387AAAAAEBOougGADHY1qaUtgMAAAAA+B9FNwCIxe1bMf32Nk0AAAAAgGcougFALAWF\nqW0HAAAAAPA9im4AEIOZ6e4tpG7bAQAAAAD8j6IbAMRgplVIoar4GoWq+9sBAAAAAHISRTcAcCBQ\nWy8Z42xhYxSorUtuQAAAAACAjJaf7gAA29He/5bH7rBUUCgzsyarrhByu35D29m+HhlrpGAwK7eR\nH5jKGpmbbpNd/bhk7dgLf+GfZDvbpTMmsZ8AAAAAIEdRdEPa2JYmRRrWSG27hn8uSaEqBWrrZSr9\n+0wst+s3ZjuHfSA5AouWyZaUKdKwVmprHn3B1ndkW99hPwEAAABADsu7//777093EEjM0aNH0x2C\nY4WF/W9zPLbhRdn/+r+lgweiL3jwH7JbNkmTSmQqzktdgB6JbN7oav1itnPQB+I3kJfhcDjmsuas\nKQosuKL/VtPdYxTeBrCf4KF4chVIN/IVfkTewi/IVfiJH/N1woQJnvTDM92Qcr3vbHN2i561sqse\nk21pSk1gHrEtTa7Wz3G7MfpAatiWJtn1z2j49YdjNWA/AQAAAECuoeiGlPtk7ZPOC0vW9t/K5yOR\nhjWu1i+udqP0gdRwta/YTwAAAACQUyi6IaVOtO/R8Xd3xteorVm2oz05AXnMdrSPeBZbTG3NiuzY\nGn+7U/rwyzbyO1f7eAD7CQAAAAByBkU3pFTfO9tctbOt/rgtz22cdsuraRsb8Ul0O7OfAAAAACA3\nUHRDSkW6P3HXsNsnD1x0G2fY5XbxYmzEJ9HtzH4CAAAAgJxA0Q0pFSg43V3DgkJvA0kWt3EWutwu\nXoyN+CS6ndlPAAAAAJATKLohpU6bNc9VOzOzxuNIksNtnGb+5WkbG/FJdDuznwAAAAAgN1B0Q0rl\nV8zQuC9eEF+jULXMtIrkBOQxM61CClXF1yhUrcDsi+Nvd0offtlGfudqHw9gPwEAAABAzqDohpQ7\nve4WyRhnCxujQG1dcgPyWKC23tX6xdVulD6QGq72FfsJAAAAAHIKRTekXHDWPJmbbotdtDBGZsVK\nmUp/3Y5nKmtcrZ/jdmP0gdSIe1+xnwAAAAAg5+SnOwDkpsCiZbIlZYo0rJXamkcuEKpWoLbOt0WK\nmOtXXCrzT/Nkzv2CbEe7bGtT/1stCwplblopu+W16O2G8vk28iNX+4r9BAAAAAA5iaIb0sZU1iiv\nsmZkIWNmTVY892ro+kU2/V76f7dJBw/0//DgAdlNv5fd9PvojUNVMitWSn29UndYtq9HxhopGMyq\nbeQXtqVJkYY1UtuukT8csq/s/k7p40MyZxZLZVPZTwAAAACQwyi6Ie3MtIqsLkzYPa3Sn1+WrHXe\nqG2X7P++K7NipQJXXJO84BBTZPNG2dWPj77/huyrvK//W2qDAwAAAABkLJ7pBiSRbWkau2AzZmMr\nu+ox2ZYm7wODI473H/sKAAAAAHAKim5AEkUa1rgruA2wtv+5cEiLuPYf+woAAAAAMARFNyBJbEd7\n9GeAxautub8vpJSr/ce+AgAAAACcRNENSBLb6t2thl72BWfcbnP2FQAAAABAougGJE93ODP7gjNu\ntzn7CgAAAAAgim5A8hQUZmZfcMbtNmdfAQAAAABE0Q1IGjOzJiP7gjNutzn7CgAAAAAgUXQDksZM\nq5BCVYl3FKru7wsp5Wr/sa8AAAAAACdRdAOSKFBbLxnjvgNjFKit8y4gxCWu/ce+AgAAAAAMkZ/u\nAAC/sB3tsq1Nsvs7pY8PyZxZLJVNlZlZM+LqpoFl1R2W5i2Utv1Fsja+AY2RWbFSpjL67YrDxigo\njBoHEmMqa2Ruuk129eNj778Y+woAAAAA/IzzT3cougEx2JYmRRrWSG27hn8+9L+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      "text/plain": [
       "<matplotlib.figure.Figure at 0x10a53bf60>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 335,
       "width": 622
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# opens the file `odisha-tomato-cuttack-banki.csv` (which needs to be in the same directory as this notebook)\n",
    "# in read-only mode (specified using the string 'r')\n",
    "f = open('odisha-tomato-cuttack-banki.csv', 'r')\n",
    "\n",
    "# Python has a package `csv` that helps us work with csv files.\n",
    "import csv\n",
    "reader = csv.reader(f)\n",
    "\n",
    "line_number = 0  # keep track of which line number we are at, starting from 0\n",
    "modal_prices = []  # we build up a list of modal prices, starting from an empty list\n",
    "timestamps = []  # we similarly build up a list of datetime objects, starting from an empty list\n",
    "for line in reader:  # go through each line of the csv file\n",
    "    if line_number >= 2:  # note that we ignore the first two lines because they correspond to headers\n",
    "        date = datetime.strptime(line[-1], '%d-%b-%y')\n",
    "        price = float(line[-2])\n",
    "        if date.year == 2015:\n",
    "            timestamps.append(date)\n",
    "            modal_prices.append(price)\n",
    "    line_number = line_number + 1\n",
    "\n",
    "plt.figure(figsize=(10, 5))\n",
    "plt.plot_date(timestamps, modal_prices, 'o')\n",
    "plt.xlabel('Date')\n",
    "plt.ylabel('INR/100 kg')\n",
    "plt.title('Tomato Prices Over Time')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The second approach loads in all the data and then filters afterward. I will do this using the `zip` function presented last lecture (remember from Lecture 2 that there are alternatives to using `zip`--think about how you would code the following without `zip`):"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5,1,'Tomato Prices Over Time')"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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d73xHCxYsGOzrwIEDuuOO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      "text/plain": [
       "<matplotlib.figure.Figure at 0x10bdf8da0>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 335,
       "width": 622
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# opens the file `odisha-tomato-cuttack-banki.csv` (which needs to be in the same directory as this notebook)\n",
    "# in read-only mode (specified using the string 'r')\n",
    "f = open('odisha-tomato-cuttack-banki.csv', 'r')\n",
    "\n",
    "# Python has a package `csv` that helps us work with csv files.\n",
    "import csv\n",
    "reader = csv.reader(f)\n",
    "\n",
    "line_number = 0  # keep track of which line number we are at, starting from 0\n",
    "modal_prices = []  # we build up a list of modal prices, starting from an empty list\n",
    "timestamps = []  # we similarly build up a list of datetime objects, starting from an empty list\n",
    "for line in reader:  # go through each line of the csv file\n",
    "    if line_number >= 2:  # note that we ignore the first two lines because they correspond to headers\n",
    "        date = datetime.strptime(line[-1], '%d-%b-%y')\n",
    "        price = float(line[-2])\n",
    "        timestamps.append(date)\n",
    "        modal_prices.append(price)\n",
    "    line_number = line_number + 1\n",
    "\n",
    "price_date_tuples_filtered = [(price, date) for price, date in zip(modal_prices, timestamps) if date.year == 2015]\n",
    "prices_filtered = [price for price, date in price_date_tuples_filtered]\n",
    "dates_filtered = [date for price, date in price_date_tuples_filtered]\n",
    "# note that there's actually a shorthand for the two lines above:\n",
    "# prices_filtered, dates_filtered = zip(*price_date_tuples_filtered)\n",
    "\n",
    "plt.figure(figsize=(10, 5))\n",
    "plt.plot_date(dates_filtered, prices_filtered, 'o')\n",
    "plt.xlabel('Date')\n",
    "plt.ylabel('INR/100 kg')\n",
    "plt.title('Tomato Prices Over Time')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "If we instead wanted to plot all the years up and including 2015, we would use `<=` instead of `==`. Similarly, if we wanted all the years after and including 2015, we would use `>=`. There's also `<` for strictly less than, and `>` for strictly greater than. If we wanted to plot all years excluding 2015, we would use `!=`."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 2. Plotting an average price per month within each year\n",
    "\n",
    "We now look at making a plot where for each month in each year, there is exactly 1 point that we plot. To do this, we shall make use of Python dictionaries.\n",
    "\n",
    "Recall that a list `x` allows us to access elements of `x` via\n",
    "`x[0]`, `x[1]`, and so forth up to `x[len(x) - 1]` (or `x[-1]`). If you want, you can think of `x` has a hotel, and its rooms are 0, 1, 2, ..., `len(x) - 1`. Each room stores a value.\n",
    "\n",
    "A dictionary is kind of like a list except that the hotel rooms don't have to be nonnegative integers 0, 1, ... Instead, they can be any sort of unchangeable value (in Python, values that cannot change are called \"immutable\"). In particular, Python calls what I'm calling room numbers to be \"keys\". Instead of having keys 0, 1, 2, and so forth, now keys can have arbitrary immutable labels. We could for example have keys that are strings, numbers, tuples, etc. For example:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "4\n",
      "5\n",
      "6\n",
      "eggs\n",
      "UDAP\n"
     ]
    }
   ],
   "source": [
    "x = {'cat': 4, 'dog': 5, 'shark': 6, 7: 'eggs', (9, 4, 7, 7, 5): 'UDAP'}\n",
    "print(x['cat'])\n",
    "print(x['dog'])\n",
    "print(x['shark'])\n",
    "print(x[7])\n",
    "print(x[(9, 4, 7, 7, 5)])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": true
   },
   "source": [
    "Since the keys can now be quite complicated, Python in general does not guarantee that the keys are in any particular order. So there isn't a key that is guaranteed to be the very first key (what would have been room 0 in a list), etc."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can check whether a key is in a dictionary as follows:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "'cat' in x"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "False"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "9 in x"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can create a new \"hotel\" room as follows (let's say we want the key to be 9):"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "onsen\n"
     ]
    }
   ],
   "source": [
    "x[9] = 'onsen'\n",
    "print(x[9])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's return to the tomato prices in India. If we want to average across prices per month per year, then what we can do is let each month-year pair (this is a tuple with 2 elements) be a hotel room, and inside the hotel room, store a list of all the prices seem for that particular month-year pair! For example, `(4, 2012)` would be the key that corresponds to April 2012, and the value in the dictionary for this key would be a list of prices."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5,1,'Tomato Prices Over Time')"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
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      "text/plain": [
       "<matplotlib.figure.Figure at 0x10bdf81d0>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 335,
       "width": 622
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# opens the file `odisha-tomato-cuttack-banki.csv` (which needs to be in the same directory as this notebook)\n",
    "# in read-only mode (specified using the string 'r')\n",
    "f = open('odisha-tomato-cuttack-banki.csv', 'r')\n",
    "\n",
    "# Python has a package `csv` that helps us work with csv files.\n",
    "import csv\n",
    "reader = csv.reader(f)\n",
    "\n",
    "line_number = 0  # keep track of which line number we are at, starting from 0\n",
    "modal_prices = []  # we build up a list of modal prices, starting from an empty list\n",
    "timestamps = []  # we similarly build up a list of datetime objects, starting from an empty list\n",
    "\n",
    "prices_by_month_year_tuple = {}  # the dictionary we will build up\n",
    "month_year_tuples = []  # we store this list to get the month-year pairs in chronological order\n",
    "                        # (we assume the CSV file has the rows ordered in chronological order);\n",
    "                        # this is important since a Python dictionary does not have to have its\n",
    "                        # keys in any particular order!\n",
    "for line in reader:  # go through each line of the csv file\n",
    "    if line_number >= 2:  # note that we ignore the first two lines because they correspond to headers\n",
    "        date = datetime.strptime(line[-1], '%d-%b-%y')\n",
    "        price = float(line[-2])\n",
    "        \n",
    "        month_year_tuple = (date.month, date.year)  # we use this as the key\n",
    "        \n",
    "        if month_year_tuple not in prices_by_month_year_tuple:\n",
    "            # the key is not already in the dictionary `prices_by_month_year_tuple`\n",
    "            prices_by_month_year_tuple[month_year_tuple] = [price]  # list with a single entry `price`\n",
    "            month_year_tuples.append(month_year_tuple)  # keep track of month-year pairs (in chronological order)\n",
    "        else:\n",
    "            # the key is already in the dictionary `prices_by_month_year_tuple`\n",
    "            prices_by_month_year_tuple[month_year_tuple].append(price)\n",
    "    line_number = line_number + 1\n",
    "    \n",
    "def average(list_of_values):\n",
    "    return sum(list_of_values) / len(list_of_values)\n",
    "    \n",
    "dates = []\n",
    "average_prices = []\n",
    "for month, year in month_year_tuples:\n",
    "    dates.append( datetime(year, month, 1) )\n",
    "    average_prices.append( average(prices_by_month_year_tuple[(month, year)]) )\n",
    "    # print((month, year), ':', average(prices_by_month_year_tuple[(month, year)]))\n",
    "    \n",
    "plt.figure(figsize=(10, 5))\n",
    "plt.plot_date(dates, average_prices, 'o')\n",
    "plt.xlabel('Date')\n",
    "plt.ylabel('INR/100 kg')\n",
    "plt.title('Tomato Prices Over Time')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## 3. Plotting an average price per month, where the average is across years\n",
    "\n",
    "In this last part, we look at how to plot the average prices so that the x-axis says \"January\", \"Februrary\", ..., \"December\", and the y-axis gives the average modal tomato price per month. Because there are exactly 12 months, and months are ordered, we can actually just use a list rather than a dictionary as we did above. For the actual plotting, however, there's now an extra piece needed to get the labels to display correctly."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.5,1,'Tomato Prices Over Time')"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
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aUpeBvFdjF29uxZ/uu//gsvLy8WLVpEQEAAdXV15OXlfWDwVlhYSH5+PuHh4YSGhk7xO7mz9PT0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\nxZIlS1AqldTU1LB//3727t1Ld3c327Ztw9DQUM76VCgUzJ07l6ioKIaHh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      "text/plain": [
       "<matplotlib.figure.Figure at 0x10be2d4e0>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 372,
       "width": 622
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# opens the file `odisha-tomato-cuttack-banki.csv` (which needs to be in the same directory as this notebook)\n",
    "# in read-only mode (specified using the string 'r')\n",
    "f = open('odisha-tomato-cuttack-banki.csv', 'r')\n",
    "\n",
    "# Python has a package `csv` that helps us work with csv files.\n",
    "import csv\n",
    "reader = csv.reader(f)\n",
    "\n",
    "line_number = 0  # keep track of which line number we are at, starting from 0\n",
    "modal_prices = []  # we build up a list of modal prices, starting from an empty list\n",
    "timestamps = []  # we similarly build up a list of datetime objects, starting from an empty list\n",
    "\n",
    "prices_by_month = [[] for month in range(1, 13)]\n",
    "for line in reader:  # go through each line of the csv file\n",
    "    if line_number >= 2:  # note that we ignore the first two lines because they correspond to headers\n",
    "        date = datetime.strptime(line[-1], '%d-%b-%y')\n",
    "        price = float(line[-2])\n",
    "        prices_by_month[date.month - 1].append(price)  # date.month ranges from 1 to 12, whereas we\n",
    "                                                       # for the list, we want it from 0 to 11, so\n",
    "                                                       # subtract 1\n",
    "    line_number = line_number + 1\n",
    "    \n",
    "def average(list_of_values):\n",
    "    return sum(list_of_values) / len(list_of_values)\n",
    "\n",
    "month_names = []\n",
    "average_prices = []\n",
    "for month in range(1, 13):\n",
    "    # create a new datetime object and pull its full month name\n",
    "    month_names.append(datetime(2018, month, 1).strftime('%B'))\n",
    "    average_prices.append(average(prices_by_month[month - 1]))\n",
    "\n",
    "plt.figure(figsize=(10, 5))\n",
    "xcoords = range(1, 13)  # plot the months evenly spaced at x coordinates 1, 2, ..., 12\n",
    "plt.plot(xcoords, average_prices, 'o')\n",
    "plt.xticks(xcoords, month_names, rotation=45)  # label each x coordinate with a month name\n",
    "plt.xlabel('Month')\n",
    "plt.ylabel('Average INR/100 kg')\n",
    "plt.title('Tomato Prices Over Time')"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}

## odisha-tomato-cuttack-banki.csv

          
            Min,Max,Modal Price from Orissa,Cuttack[Tomato],Banki from 01-Jan-2011 To 31-Dec-2016 (Total-536) (Total-536)

            
              State Name
              Market Name
              Group
              Variety
              Grade
              Min Price (Rs/Quintal)
              Max Price (Rs/Quintal)
              Modal Price (Rs/Quintal)
              Price Date

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1500
              1800
              1700
              3-Apr-12

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1500
              1800
              1600
              5-Apr-12

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1300
              1500
              1400
              7-Apr-12

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1200
              1500
              1300
              10-Apr-12

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1400
              1600
              1500
              14-Apr-12

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1500
              1800
              1600
              17-Apr-12

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1400
              1600
              1500
              21-Apr-12

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1500
              1800
              1600
              24-Apr-12

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1300
              1500
              1400
              28-Apr-12

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1300
              1500
              1400
              5-May-12

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1300
              1500
              1400
              8-May-12

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1500
              1800
              1700
              12-May-12

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1500
              1700
              1600
              19-May-12

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1500
              1800
              1600
              2-Jun-12

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              5-Jun-12

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              9-Jun-12

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              12-Jun-12

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1500
              1600
              1550
              16-Jun-12

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2500
              3000
              2800
              19-Jun-12

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1500
              1700
              1600
              3-Jul-12

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1700
              1800
              1750
              7-Jul-12

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              10-Jul-12

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1500
              1800
              1600
              13-Jul-12

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1500
              1700
              1600
              14-Jul-12

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1300
              1500
              1400
              17-Jul-12

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1500
              1700
              1600
              21-Jul-12

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2500
              2800
              2600
              24-Jul-12

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2400
              2800
              2500
              28-Jul-12

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2600
              3000
              2800
              31-Jul-12

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1500
              1800
              1700
              4-Aug-12

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2500
              2700
              2600
              7-Aug-12

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              11-Aug-12

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              14-Aug-12

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2500
              2800
              2600
              18-Aug-12

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2400
              2800
              2600
              21-Aug-12

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              1-Sep-12

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2500
              2800
              2600
              4-Sep-12

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2200
              2100
              8-Sep-12

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              11-Sep-12

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1500
              1600
              1550
              15-Sep-12

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              18-Sep-12

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1500
              1800
              1600
              3-Nov-12

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2200
              2100
              6-Nov-12

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              800
              1000
              900
              8-Nov-12

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              800
              1000
              900
              1-Jan-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              800
              1000
              900
              2-Jan-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              800
              1000
              900
              3-Jan-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              800
              1000
              900
              5-Jan-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              800
              1000
              900
              7-Jan-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              800
              1000
              900
              8-Jan-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              10-Jan-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              11-Jan-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              13-Jan-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              14-Jan-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              15-Jan-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              16-Jan-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              18-Jan-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              19-Jan-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              20-Jan-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              800
              1000
              900
              1-Feb-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              800
              1000
              900
              2-Feb-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              800
              1000
              900
              3-Feb-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              800
              1000
              900
              5-Feb-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              800
              1000
              900
              7-Feb-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              800
              1000
              900
              8-Feb-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              10-Feb-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              11-Feb-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              13-Feb-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              14-Feb-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              15-Feb-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              16-Feb-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              18-Feb-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              19-Feb-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              20-Feb-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              800
              1000
              900
              2-Mar-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              800
              1000
              900
              3-Mar-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              800
              1000
              900
              4-Mar-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              800
              1000
              900
              5-Mar-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              800
              900
              850
              7-Mar-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              800
              1000
              900
              9-Mar-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              700
              800
              750
              10-Mar-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              800
              1000
              900
              12-Mar-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              700
              800
              750
              13-Mar-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              700
              800
              750
              14-Mar-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              700
              800
              750
              15-Mar-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              16-Mar-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              700
              800
              750
              17-Mar-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              900
              1000
              950
              18-Mar-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              700
              800
              750
              19-Mar-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              20-Mar-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              22-Mar-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              23-Mar-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              700
              800
              750
              24-Mar-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              25-Mar-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              800
              1000
              900
              26-Mar-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              27-Mar-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              800
              1000
              900
              28-Mar-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              800
              1000
              900
              29-Mar-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              30-Mar-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              31-Mar-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              1-Apr-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              2-Apr-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              4-Apr-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              5-Apr-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              6-Apr-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              7-Apr-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              8-Apr-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              9-Apr-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              14-Apr-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1200
              1400
              1300
              16-Apr-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              17-Apr-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              18-Apr-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              19-Apr-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              20-Apr-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              21-Apr-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              23-Apr-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              26-Apr-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              27-Apr-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              29-Apr-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              30-Apr-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              4-May-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              7-May-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              11-May-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1600
              1800
              1700
              14-May-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2400
              2200
              17-May-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              18-May-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              21-May-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              25-May-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2400
              2200
              28-May-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2200
              2500
              2300
              1-Jun-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2200
              2400
              2300
              4-Jun-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3000
              3500
              3200
              7-Jun-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3200
              3000
              8-Jun-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3000
              3500
              3200
              9-Jun-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3500
              4000
              3800
              11-Jun-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              4000
              4500
              4200
              15-Jun-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              4000
              4500
              4200
              18-Jun-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3000
              3500
              3200
              22-Jun-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              4000
              4500
              4200
              25-Jun-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              4000
              4500
              4200
              28-Jun-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3500
              4000
              3800
              29-Jun-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              4000
              4500
              4200
              2-Jul-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3500
              4000
              3800
              6-Jul-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3500
              4000
              3800
              9-Jul-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3500
              4000
              3800
              13-Jul-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              4000
              4500
              4200
              16-Jul-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              4000
              4500
              4200
              20-Jul-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              4000
              4500
              4200
              23-Jul-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3000
              3200
              3000
              27-Jul-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3200
              3500
              3300
              30-Jul-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3000
              3500
              3200
              3-Aug-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3000
              3500
              3200
              6-Aug-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              10-Aug-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              13-Aug-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              17-Aug-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              20-Aug-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2200
              2500
              2300
              24-Aug-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              27-Aug-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              31-Aug-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              3-Sep-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              7-Sep-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              10-Sep-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              14-Sep-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              17-Sep-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              21-Sep-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              24-Sep-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              28-Sep-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              1-Oct-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              3-Oct-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              7-Oct-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3500
              4000
              3800
              23-Nov-13

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2500
              2200
              1-Feb-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2200
              2100
              4-Feb-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1500
              1700
              1600
              7-Feb-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1500
              1700
              1600
              8-Feb-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1700
              1800
              1750
              11-Feb-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2200
              2100
              15-Feb-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1300
              1500
              1400
              18-Feb-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              22-Feb-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              25-Feb-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              1-Mar-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              800
              1000
              900
              2-Mar-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              800
              1000
              900
              3-Mar-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1200
              1400
              1300
              4-Mar-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              800
              1000
              900
              8-Mar-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              800
              1000
              900
              11-Mar-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              15-Mar-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              18-Mar-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              22-Mar-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              23-Mar-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              24-Mar-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              26-Mar-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              29-Mar-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              1-Apr-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              5-Apr-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1200
              1300
              1250
              6-Apr-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              7-Apr-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              8-Apr-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1500
              1700
              1600
              12-Apr-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              15-Apr-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              19-Apr-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              22-Apr-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              26-Apr-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              29-Apr-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              3-May-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              6-May-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              10-May-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              13-May-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              17-May-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              20-May-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              24-May-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              27-May-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              31-May-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              3-Jun-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              7-Jun-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              10-Jun-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              14-Jun-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              17-Jun-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              21-Jun-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              24-Jun-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              28-Jun-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3500
              4000
              3800
              1-Jul-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3500
              4000
              3800
              5-Jul-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3500
              4000
              3800
              8-Jul-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3500
              4000
              3800
              12-Jul-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3800
              4000
              3900
              15-Jul-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3500
              4000
              3800
              30-Aug-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3800
              4000
              3900
              6-Sep-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3800
              4000
              3900
              9-Sep-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              5000
              5500
              5200
              13-Sep-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              5000
              5400
              5200
              16-Sep-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              4000
              4400
              4200
              20-Sep-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3500
              4000
              3800
              30-Sep-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              4-Oct-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3500
              4000
              3800
              7-Oct-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              4500
              4800
              4600
              11-Oct-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              2-Nov-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2500
              3000
              2800
              8-Nov-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2200
              2100
              11-Nov-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              13-Nov-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              15-Nov-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              12-Dec-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              13-Dec-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              23-Dec-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2400
              2200
              24-Dec-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              25-Dec-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              30-Dec-14

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1600
              1800
              1700
              3-Jan-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              900
              1100
              1000
              6-Jan-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              900
              1100
              1000
              7-Jan-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1200
              1400
              1300
              9-Jan-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1400
              1200
              10-Jan-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1400
              1200
              12-Jan-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1300
              1500
              1400
              14-Jan-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1400
              1200
              15-Jan-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              800
              1000
              900
              17-Jan-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1400
              1600
              1500
              18-Jan-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1400
              1600
              1500
              19-Jan-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1400
              1600
              1500
              22-Jan-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1500
              1800
              1700
              23-Jan-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1500
              1800
              1600
              24-Jan-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1500
              1800
              1600
              26-Jan-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1600
              1800
              1700
              28-Jan-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1600
              1800
              1700
              29-Jan-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1400
              1600
              1500
              31-Jan-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1400
              1200
              1-Feb-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1300
              1200
              2-Feb-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1400
              1200
              3-Feb-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              4-Feb-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1100
              1300
              1200
              5-Feb-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1300
              1200
              6-Feb-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              7-Feb-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              900
              1200
              1000
              8-Feb-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              800
              1000
              900
              10-Feb-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              11-Feb-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              12-Feb-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              800
              1000
              900
              13-Feb-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              800
              1000
              900
              14-Feb-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              15-Feb-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              900
              1100
              1000
              16-Feb-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              900
              1100
              1000
              17-Feb-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              800
              1000
              900
              18-Feb-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              800
              1000
              900
              20-Feb-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              900
              1200
              1000
              21-Feb-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              800
              1000
              900
              22-Feb-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              800
              1000
              900
              23-Feb-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              900
              1200
              1000
              24-Feb-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              900
              1200
              1000
              25-Feb-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              900
              1200
              1000
              26-Feb-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1200
              1500
              1300
              27-Feb-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1200
              1500
              1400
              28-Feb-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1200
              1500
              1400
              1-Mar-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1200
              1400
              1300
              2-Mar-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1300
              1500
              1400
              3-Mar-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1500
              1800
              1600
              5-Mar-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1700
              2000
              1800
              6-Mar-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1600
              1800
              1700
              7-Mar-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1600
              1800
              1700
              8-Mar-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              9-Mar-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              10-Mar-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              12-Mar-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              13-Mar-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              14-Mar-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              16-Mar-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2200
              2100
              18-Mar-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2200
              2100
              19-Mar-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2400
              2200
              20-Mar-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2200
              2100
              21-Mar-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              24-Mar-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              26-Mar-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              27-Mar-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              28-Mar-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              29-Mar-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              30-Mar-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              31-Mar-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              1-Apr-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              2-Apr-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              3-Apr-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              4-Apr-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              5-Apr-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              6-Apr-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              7-Apr-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              8-Apr-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              9-Apr-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              11-Apr-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              12-Apr-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              14-Apr-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              15-Apr-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              16-Apr-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              17-Apr-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              18-Apr-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              19-Apr-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              20-Apr-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              21-Apr-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              22-Apr-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              23-Apr-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              24-Apr-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              25-Apr-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              28-Apr-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              29-Apr-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              30-Apr-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              2-May-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              3-May-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              4-May-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2200
              2500
              2400
              5-May-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2200
              2500
              2400
              6-May-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2200
              2500
              2400
              7-May-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2200
              2500
              2400
              8-May-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2200
              2600
              2400
              9-May-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2400
              2200
              11-May-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2200
              2100
              12-May-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2200
              2100
              13-May-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2400
              2200
              14-May-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3000
              3500
              3200
              15-May-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3000
              3500
              3200
              16-May-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3000
              3500
              3200
              17-May-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2500
              3000
              2800
              18-May-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2500
              3000
              2800
              19-May-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2400
              2200
              22-May-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              23-May-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3500
              4000
              3800
              25-May-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3000
              3500
              3200
              27-May-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              28-May-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3000
              3500
              3200
              30-May-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              31-May-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              1-Jun-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3000
              3500
              3200
              2-Jun-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              6-Jun-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3000
              3500
              3200
              8-Jun-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3000
              3500
              3200
              9-Jun-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              11-Jun-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              15-Jun-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              16-Jun-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3000
              3500
              3200
              17-Jun-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              20-Jun-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3500
              4000
              3800
              22-Jun-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3000
              3500
              3200
              23-Jun-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3500
              4000
              3800
              25-Jun-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3500
              4000
              3800
              26-Jun-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3500
              4000
              3800
              28-Jun-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3500
              4000
              3800
              30-Jun-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              7-Jul-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              11-Jul-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              18-Jul-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3500
              4000
              3800
              21-Jul-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              28-Jul-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3500
              4000
              3800
              1-Aug-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3500
              4000
              3800
              4-Aug-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2500
              2200
              8-Aug-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2200
              2500
              2400
              10-Aug-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2200
              2100
              11-Aug-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2400
              2200
              22-Aug-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2200
              2100
              25-Aug-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2400
              2200
              29-Aug-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2200
              2100
              30-Aug-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2200
              2100
              31-Aug-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2400
              2200
              1-Sep-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2200
              2100
              4-Sep-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2400
              2200
              5-Sep-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2400
              2200
              10-Sep-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2400
              2200
              11-Sep-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2400
              2200
              12-Sep-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2400
              2200
              15-Sep-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2400
              2200
              19-Sep-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              22-Sep-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2200
              2600
              2400
              26-Sep-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2200
              2400
              2300
              29-Sep-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              1-Oct-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              4-Oct-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              6-Oct-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              7-Oct-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              12-Oct-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              13-Oct-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              14-Oct-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              16-Oct-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              17-Oct-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              19-Oct-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2400
              2600
              2500
              20-Oct-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              22-Oct-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              24-Oct-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              27-Oct-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              31-Oct-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              1-Nov-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              3-Nov-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              4200
              4500
              4400
              10-Nov-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              4800
              5200
              5000
              21-Nov-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              4500
              4800
              4600
              24-Nov-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              4500
              5000
              4800
              28-Nov-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2200
              2500
              2400
              1-Dec-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2400
              2600
              2500
              4-Dec-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2200
              2500
              2400
              7-Dec-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              12-Dec-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1400
              1600
              1500
              27-Dec-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              29-Dec-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              30-Dec-15

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1200
              1400
              1300
              2-Jan-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              5-Jan-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2400
              2200
              7-Jan-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2400
              2200
              8-Jan-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              9-Jan-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              11-Jan-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              12-Jan-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2400
              2200
              14-Jan-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2400
              2200
              15-Jan-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2200
              2100
              16-Jan-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              18-Jan-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2200
              2000
              22-Jan-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1600
              1800
              1700
              23-Jan-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              28-Jan-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              30-Jan-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1400
              1600
              1500
              4-Feb-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1400
              1600
              1500
              5-Feb-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1500
              1800
              1600
              6-Feb-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1300
              1500
              1400
              11-Feb-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              14-Feb-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              19-Feb-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1300
              1500
              1400
              21-Feb-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1200
              1400
              1300
              22-Feb-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1300
              1500
              1400
              23-Feb-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1300
              1500
              1400
              24-Feb-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1400
              1600
              1500
              25-Feb-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1400
              1600
              1500
              26-Feb-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1400
              1600
              1500
              27-Feb-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1400
              1600
              1500
              28-Feb-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              1-Mar-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1600
              1800
              1700
              4-Mar-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              5-Mar-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1500
              1800
              1600
              7-Mar-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2400
              2200
              8-Mar-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2400
              2200
              10-Mar-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2400
              2200
              11-Mar-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2400
              2200
              12-Mar-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              13-Mar-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              14-Mar-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              15-Mar-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2400
              2200
              16-Mar-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              17-Mar-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              21-Mar-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              22-Mar-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              25-Mar-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              27-Mar-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              30-Mar-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              2-Apr-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              4-Apr-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              5-Apr-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              6-Apr-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              9-Apr-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              11-Apr-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2400
              2200
              13-Apr-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              17-Apr-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              19-Apr-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              21-Apr-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              23-Apr-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              25-Apr-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              26-Apr-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1800
              2000
              1900
              27-Apr-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2400
              2200
              28-Apr-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2200
              2100
              29-Apr-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2400
              2200
              1-May-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2400
              2600
              2500
              4-May-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2400
              2200
              6-May-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              7-May-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2400
              2200
              8-May-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2500
              2200
              9-May-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2500
              2800
              2600
              10-May-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2500
              2800
              2600
              11-May-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              12-May-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2500
              2800
              2600
              15-May-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3000
              3500
              3200
              16-May-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              18-May-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              20-May-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3000
              3400
              3200
              21-May-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3000
              3500
              3200
              22-May-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2400
              2200
              23-May-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              24-May-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3400
              3600
              3500
              28-May-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3200
              3500
              3400
              30-May-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              31-May-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3000
              3400
              3200
              1-Jun-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3400
              3600
              3500
              2-Jun-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3000
              3500
              3200
              4-Jun-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              4000
              4500
              4200
              10-Jun-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              4000
              4500
              4200
              13-Jun-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              4000
              4500
              4200
              27-Jun-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              4000
              4500
              4200
              29-Jun-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              4000
              4500
              4200
              2-Jul-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              3000
              3500
              3200
              20-Jul-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              5-Aug-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2400
              2200
              16-Aug-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2400
              2200
              22-Aug-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2800
              3000
              2900
              26-Aug-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2400
              2600
              2500
              9-Oct-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2400
              2200
              12-Oct-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2200
              2100
              14-Nov-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              2000
              2200
              2100
              18-Nov-16

            
              Orissa
              Banki
              Vegetables
              Other
              FAQ
              1000
              1200
              1100
              19-Dec-16