94-775 Lecture 1 Jupyter notebook

94-775 Recitation 1 (S19) - Text and Files.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# 94-775 Lecture 1 Jupyter notebook\n",
    "Author: George Chen (georgechen [at symbol] cmu.edu)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Basics of working with numbers"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Used in its most basic form, Python is like a (not-so-intelligent) basic calculator. It can do basic arithmetic, and obeys order of operations in math that you are familiar with. We go over these simple numerical and then text manipulations first as they form the basis of data analysis (which involves lots of dealing with numbers, text, and other things like dates)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "23"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "3 + 4 * 5"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "35"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "(3 + 4) * 5"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "But be careful! Python treats parentheses (), square brackets [], and braces {} to mean very different things!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[7, 7, 7, 7, 7]"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "[3 + 4] * 5"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Some operations don't use the notation you may be used to. 3^4 does not mean 3 to the power of 4 since in Python \"^\" means exclusive or (XOR). For example, see the discussion here: https://stackoverflow.com/questions/2451386/what-does-the-caret-operator-in-python-do\n",
    "\n",
    "Instead, 3 to the power of 4 can be written as:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "81"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "3 ** 4"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "However, Python may seem like a dumb calculator at times. It doesn't even know how to do square root:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "ename": "NameError",
     "evalue": "name 'sqrt' is not defined",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-5-718d7f173e1d>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0msqrt\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;36m4\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[0;31mNameError\u001b[0m: name 'sqrt' is not defined"
     ]
    }
   ],
   "source": [
    "sqrt(4)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The reason why this happens is that Python has lots of packages/libraries that you can import. Importing them all would be far too expensive. Later in the course, we will regularly be using libraries for data analysis (such as `spaCy` for text analysis, `sklearn` for various machine learning tasks, and `keras` for neural nets and deep learning).\n",
    "\n",
    "To do a square root in Python, you can import the `sqrt` function from the `math` package. Alternatively, you can be clever and realize that square root can be expressed as taking a fractional power."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "2.0"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from math import sqrt\n",
    "sqrt(4)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "2.0"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "4**0.5"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Basics of working with text"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now let's look at some basic ways to work with text, or \"strings\" as they are called in Python. A string can be defined either using single quotes or double quotes. For example, the text \"cat\" can be defined as:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'cat'"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "'cat'"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can add together different strings to get a longer string."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'catdogshark'"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "'cat' + 'dog' + 'shark'"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "By adding together strings, we get another string (this is like how adding together a bunch of numbers yields another number). The resulting string we could, for example, convert to upper case:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'CATDOGSHARK'"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "('cat' + 'dog' + 'shark').upper()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Without the parentheses, this is what Python outputs:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'catdogSHARK'"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "'cat' + 'dog' + 'shark'.upper()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Variables in Python"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "x = 3 / 4"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Note that the above line does not display anything. If you want to display what is stored in the variable `x`, you print it out:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.75\n"
     ]
    }
   ],
   "source": [
    "print(x)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can store the value of `x` into a different variable `y`:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "y = x"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.75\n"
     ]
    }
   ],
   "source": [
    "print(y)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now let's look at what happens when we change `x`. Should changing `x` also change `y` when we have defined `y = x` above?"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "x = 2"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can print out both `x` and `y` separated by a comma using the `print` function with multiple inputs:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "2 0.75\n"
     ]
    }
   ],
   "source": [
    "print(x, y)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Note that `y` still has the old value of `x` and not the new value! This is because we only ever store the value of `x` into `y` back when `x` was equal to 0.75."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Lists\n",
    "\n",
    "In Python, one of the key objects we work with is called a list. A list contains...a list of items. A list is defined using square brackets []. For example, below, we create a list with 4 objects (3 of which are strings, and 1 is a number):"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "x = ['cat', 'dog', 'shark', 3]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can access elements of `x` using the code below. Note that Python uses 0-indexing, which means that the first item is the 0th item. (This is perhaps similar to how in some countries, the first floor in a building is floor 0 whereas in other countries, the first floor in a building is floor 1.)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'cat'"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "x[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'shark'"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "x[2]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Python supports indexing in reverse so that `-1` refers to the last item, `-2` refers to the second-to-last item, etc:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "3"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "x[-1]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'shark'"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "x[-2]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Lists can be multipled. What this does is repeat a list a number of times:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['cat', 'dog', 'shark', 3, 'cat', 'dog', 'shark', 3, 'cat', 'dog', 'shark', 3]"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "x * 3"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The above example should help explain why our earlier code snippet `[3 + 4] * 5` produces the output `[7 7 7 7 7]`."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Loading in a CSV file\n",
    "\n",
    "Often data are represented in the form of spreadsheets. I've scraped some tomato pricing data off of agmarknet (http://agmarknet.gov.in/) and saved it in a CSV file `odisha-tomato-cuttack-banki.csv`. You can open up this file in a spreadsheet program of your choice (e.g., Google Docs, Excel, OpenOffice). To load this CSV file in Python, we can run the following code (which prints out each line; note that each line is represented as a list consisting of strings!):"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['\\ufeff\"Min', 'Max', 'Modal Price from Orissa', 'Cuttack[Tomato]', 'Banki from 01-Jan-2011 To 31-Dec-2016 (Total-536) (Total-536)\"', '', '', '', '', '', '', '', '']\n",
      "['State Name', 'Market Name', 'Group', 'Variety', 'Grade', 'Min Price (Rs/Quintal)', 'Max Price (Rs/Quintal)', 'Modal Price (Rs/Quintal)', 'Price Date']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1500', '1800', '1700', '3-Apr-12']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1500', '1800', '1600', '5-Apr-12']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1300', '1500', '1400', '7-Apr-12']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1200', '1500', '1300', '10-Apr-12']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1400', '1600', '1500', '14-Apr-12']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1500', '1800', '1600', '17-Apr-12']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1400', '1600', '1500', '21-Apr-12']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1500', '1800', '1600', '24-Apr-12']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1300', '1500', '1400', '28-Apr-12']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1300', '1500', '1400', '5-May-12']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1300', '1500', '1400', '8-May-12']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1500', '1800', '1700', '12-May-12']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1500', '1700', '1600', '19-May-12']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1500', '1800', '1600', '2-Jun-12']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '5-Jun-12']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '9-Jun-12']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '12-Jun-12']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1500', '1600', '1550', '16-Jun-12']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2500', '3000', '2800', '19-Jun-12']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1500', '1700', '1600', '3-Jul-12']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1700', '1800', '1750', '7-Jul-12']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '10-Jul-12']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1500', '1800', '1600', '13-Jul-12']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1500', '1700', '1600', '14-Jul-12']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1300', '1500', '1400', '17-Jul-12']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1500', '1700', '1600', '21-Jul-12']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2500', '2800', '2600', '24-Jul-12']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2400', '2800', '2500', '28-Jul-12']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2600', '3000', '2800', '31-Jul-12']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1500', '1800', '1700', '4-Aug-12']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2500', '2700', '2600', '7-Aug-12']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '11-Aug-12']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '14-Aug-12']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2500', '2800', '2600', '18-Aug-12']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2400', '2800', '2600', '21-Aug-12']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '1-Sep-12']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2500', '2800', '2600', '4-Sep-12']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2200', '2100', '8-Sep-12']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '11-Sep-12']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1500', '1600', '1550', '15-Sep-12']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '18-Sep-12']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1500', '1800', '1600', '3-Nov-12']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2200', '2100', '6-Nov-12']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '800', '1000', '900', '8-Nov-12']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '800', '1000', '900', '1-Jan-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '800', '1000', '900', '2-Jan-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '800', '1000', '900', '3-Jan-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '800', '1000', '900', '5-Jan-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '800', '1000', '900', '7-Jan-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '800', '1000', '900', '8-Jan-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '10-Jan-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '11-Jan-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '13-Jan-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '14-Jan-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '15-Jan-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '16-Jan-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '18-Jan-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '19-Jan-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '20-Jan-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '800', '1000', '900', '1-Feb-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '800', '1000', '900', '2-Feb-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '800', '1000', '900', '3-Feb-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '800', '1000', '900', '5-Feb-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '800', '1000', '900', '7-Feb-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '800', '1000', '900', '8-Feb-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '10-Feb-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '11-Feb-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '13-Feb-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '14-Feb-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '15-Feb-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '16-Feb-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '18-Feb-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '19-Feb-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '20-Feb-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '800', '1000', '900', '2-Mar-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '800', '1000', '900', '3-Mar-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '800', '1000', '900', '4-Mar-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '800', '1000', '900', '5-Mar-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '800', '900', '850', '7-Mar-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '800', '1000', '900', '9-Mar-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '700', '800', '750', '10-Mar-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '800', '1000', '900', '12-Mar-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '700', '800', '750', '13-Mar-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '700', '800', '750', '14-Mar-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '700', '800', '750', '15-Mar-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '16-Mar-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '700', '800', '750', '17-Mar-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '900', '1000', '950', '18-Mar-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '700', '800', '750', '19-Mar-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '20-Mar-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '22-Mar-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '23-Mar-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '700', '800', '750', '24-Mar-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '25-Mar-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '800', '1000', '900', '26-Mar-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '27-Mar-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '800', '1000', '900', '28-Mar-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '800', '1000', '900', '29-Mar-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '30-Mar-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '31-Mar-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '1-Apr-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '2-Apr-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '4-Apr-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '5-Apr-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '6-Apr-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '7-Apr-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '8-Apr-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '9-Apr-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '14-Apr-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1200', '1400', '1300', '16-Apr-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '17-Apr-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '18-Apr-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '19-Apr-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '20-Apr-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '21-Apr-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '23-Apr-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '26-Apr-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '27-Apr-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '29-Apr-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '30-Apr-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '4-May-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '7-May-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '11-May-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1600', '1800', '1700', '14-May-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2400', '2200', '17-May-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '18-May-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '21-May-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '25-May-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2400', '2200', '28-May-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2200', '2500', '2300', '1-Jun-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2200', '2400', '2300', '4-Jun-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3000', '3500', '3200', '7-Jun-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3200', '3000', '8-Jun-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3000', '3500', '3200', '9-Jun-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3500', '4000', '3800', '11-Jun-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '4000', '4500', '4200', '15-Jun-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '4000', '4500', '4200', '18-Jun-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3000', '3500', '3200', '22-Jun-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '4000', '4500', '4200', '25-Jun-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '4000', '4500', '4200', '28-Jun-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3500', '4000', '3800', '29-Jun-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '4000', '4500', '4200', '2-Jul-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3500', '4000', '3800', '6-Jul-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3500', '4000', '3800', '9-Jul-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3500', '4000', '3800', '13-Jul-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '4000', '4500', '4200', '16-Jul-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '4000', '4500', '4200', '20-Jul-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '4000', '4500', '4200', '23-Jul-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3000', '3200', '3000', '27-Jul-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3200', '3500', '3300', '30-Jul-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3000', '3500', '3200', '3-Aug-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3000', '3500', '3200', '6-Aug-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '10-Aug-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '13-Aug-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '17-Aug-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '20-Aug-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2200', '2500', '2300', '24-Aug-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '27-Aug-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '31-Aug-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '3-Sep-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '7-Sep-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '10-Sep-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '14-Sep-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '17-Sep-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '21-Sep-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '24-Sep-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '28-Sep-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '1-Oct-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '3-Oct-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '7-Oct-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3500', '4000', '3800', '23-Nov-13']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2500', '2200', '1-Feb-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2200', '2100', '4-Feb-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1500', '1700', '1600', '7-Feb-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1500', '1700', '1600', '8-Feb-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1700', '1800', '1750', '11-Feb-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2200', '2100', '15-Feb-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1300', '1500', '1400', '18-Feb-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '22-Feb-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '25-Feb-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '1-Mar-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '800', '1000', '900', '2-Mar-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '800', '1000', '900', '3-Mar-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1200', '1400', '1300', '4-Mar-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '800', '1000', '900', '8-Mar-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '800', '1000', '900', '11-Mar-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '15-Mar-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '18-Mar-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '22-Mar-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '23-Mar-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '24-Mar-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '26-Mar-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '29-Mar-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '1-Apr-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '5-Apr-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1200', '1300', '1250', '6-Apr-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '7-Apr-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '8-Apr-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1500', '1700', '1600', '12-Apr-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '15-Apr-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '19-Apr-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '22-Apr-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '26-Apr-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '29-Apr-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '3-May-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '6-May-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '10-May-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '13-May-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '17-May-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '20-May-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '24-May-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '27-May-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '31-May-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '3-Jun-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '7-Jun-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '10-Jun-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '14-Jun-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '17-Jun-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '21-Jun-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '24-Jun-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '28-Jun-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3500', '4000', '3800', '1-Jul-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3500', '4000', '3800', '5-Jul-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3500', '4000', '3800', '8-Jul-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3500', '4000', '3800', '12-Jul-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3800', '4000', '3900', '15-Jul-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3500', '4000', '3800', '30-Aug-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3800', '4000', '3900', '6-Sep-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3800', '4000', '3900', '9-Sep-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '5000', '5500', '5200', '13-Sep-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '5000', '5400', '5200', '16-Sep-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '4000', '4400', '4200', '20-Sep-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3500', '4000', '3800', '30-Sep-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '4-Oct-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3500', '4000', '3800', '7-Oct-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '4500', '4800', '4600', '11-Oct-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '2-Nov-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2500', '3000', '2800', '8-Nov-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2200', '2100', '11-Nov-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '13-Nov-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '15-Nov-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '12-Dec-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '13-Dec-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '23-Dec-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2400', '2200', '24-Dec-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '25-Dec-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '30-Dec-14']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1600', '1800', '1700', '3-Jan-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '900', '1100', '1000', '6-Jan-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '900', '1100', '1000', '7-Jan-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1200', '1400', '1300', '9-Jan-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1400', '1200', '10-Jan-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1400', '1200', '12-Jan-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1300', '1500', '1400', '14-Jan-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1400', '1200', '15-Jan-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '800', '1000', '900', '17-Jan-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1400', '1600', '1500', '18-Jan-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1400', '1600', '1500', '19-Jan-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1400', '1600', '1500', '22-Jan-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1500', '1800', '1700', '23-Jan-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1500', '1800', '1600', '24-Jan-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1500', '1800', '1600', '26-Jan-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1600', '1800', '1700', '28-Jan-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1600', '1800', '1700', '29-Jan-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1400', '1600', '1500', '31-Jan-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1400', '1200', '1-Feb-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1300', '1200', '2-Feb-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1400', '1200', '3-Feb-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '4-Feb-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1100', '1300', '1200', '5-Feb-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1300', '1200', '6-Feb-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '7-Feb-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '900', '1200', '1000', '8-Feb-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '800', '1000', '900', '10-Feb-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '11-Feb-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '12-Feb-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '800', '1000', '900', '13-Feb-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '800', '1000', '900', '14-Feb-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '15-Feb-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '900', '1100', '1000', '16-Feb-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '900', '1100', '1000', '17-Feb-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '800', '1000', '900', '18-Feb-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '800', '1000', '900', '20-Feb-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '900', '1200', '1000', '21-Feb-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '800', '1000', '900', '22-Feb-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '800', '1000', '900', '23-Feb-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '900', '1200', '1000', '24-Feb-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '900', '1200', '1000', '25-Feb-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '900', '1200', '1000', '26-Feb-15']\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1200', '1500', '1300', '27-Feb-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1200', '1500', '1400', '28-Feb-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1200', '1500', '1400', '1-Mar-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1200', '1400', '1300', '2-Mar-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1300', '1500', '1400', '3-Mar-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1500', '1800', '1600', '5-Mar-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1700', '2000', '1800', '6-Mar-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1600', '1800', '1700', '7-Mar-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1600', '1800', '1700', '8-Mar-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '9-Mar-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '10-Mar-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '12-Mar-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '13-Mar-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '14-Mar-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '16-Mar-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2200', '2100', '18-Mar-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2200', '2100', '19-Mar-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2400', '2200', '20-Mar-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2200', '2100', '21-Mar-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '24-Mar-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '26-Mar-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '27-Mar-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '28-Mar-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '29-Mar-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '30-Mar-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '31-Mar-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '1-Apr-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '2-Apr-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '3-Apr-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '4-Apr-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '5-Apr-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '6-Apr-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '7-Apr-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '8-Apr-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '9-Apr-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '11-Apr-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '12-Apr-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '14-Apr-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '15-Apr-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '16-Apr-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '17-Apr-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '18-Apr-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '19-Apr-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '20-Apr-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '21-Apr-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '22-Apr-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '23-Apr-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '24-Apr-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '25-Apr-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '28-Apr-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '29-Apr-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '30-Apr-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '2-May-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '3-May-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '4-May-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2200', '2500', '2400', '5-May-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2200', '2500', '2400', '6-May-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2200', '2500', '2400', '7-May-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2200', '2500', '2400', '8-May-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2200', '2600', '2400', '9-May-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2400', '2200', '11-May-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2200', '2100', '12-May-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2200', '2100', '13-May-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2400', '2200', '14-May-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3000', '3500', '3200', '15-May-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3000', '3500', '3200', '16-May-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3000', '3500', '3200', '17-May-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2500', '3000', '2800', '18-May-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2500', '3000', '2800', '19-May-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2400', '2200', '22-May-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '23-May-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3500', '4000', '3800', '25-May-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3000', '3500', '3200', '27-May-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '28-May-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3000', '3500', '3200', '30-May-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '31-May-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '1-Jun-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3000', '3500', '3200', '2-Jun-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '6-Jun-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3000', '3500', '3200', '8-Jun-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3000', '3500', '3200', '9-Jun-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '11-Jun-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '15-Jun-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '16-Jun-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3000', '3500', '3200', '17-Jun-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '20-Jun-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3500', '4000', '3800', '22-Jun-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3000', '3500', '3200', '23-Jun-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3500', '4000', '3800', '25-Jun-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3500', '4000', '3800', '26-Jun-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3500', '4000', '3800', '28-Jun-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3500', '4000', '3800', '30-Jun-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '7-Jul-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '11-Jul-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '18-Jul-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3500', '4000', '3800', '21-Jul-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '28-Jul-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3500', '4000', '3800', '1-Aug-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3500', '4000', '3800', '4-Aug-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2500', '2200', '8-Aug-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2200', '2500', '2400', '10-Aug-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2200', '2100', '11-Aug-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2400', '2200', '22-Aug-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2200', '2100', '25-Aug-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2400', '2200', '29-Aug-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2200', '2100', '30-Aug-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2200', '2100', '31-Aug-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2400', '2200', '1-Sep-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2200', '2100', '4-Sep-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2400', '2200', '5-Sep-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2400', '2200', '10-Sep-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2400', '2200', '11-Sep-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2400', '2200', '12-Sep-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2400', '2200', '15-Sep-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2400', '2200', '19-Sep-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '22-Sep-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2200', '2600', '2400', '26-Sep-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2200', '2400', '2300', '29-Sep-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '1-Oct-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '4-Oct-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '6-Oct-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '7-Oct-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '12-Oct-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '13-Oct-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '14-Oct-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '16-Oct-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '17-Oct-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '19-Oct-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2400', '2600', '2500', '20-Oct-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '22-Oct-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '24-Oct-15']\n",
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      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '31-Oct-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '1-Nov-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '3-Nov-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '4200', '4500', '4400', '10-Nov-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '4800', '5200', '5000', '21-Nov-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '4500', '4800', '4600', '24-Nov-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '4500', '5000', '4800', '28-Nov-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2200', '2500', '2400', '1-Dec-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2400', '2600', '2500', '4-Dec-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2200', '2500', '2400', '7-Dec-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '12-Dec-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1400', '1600', '1500', '27-Dec-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '29-Dec-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '30-Dec-15']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1200', '1400', '1300', '2-Jan-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '5-Jan-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2400', '2200', '7-Jan-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2400', '2200', '8-Jan-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '9-Jan-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '11-Jan-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '12-Jan-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2400', '2200', '14-Jan-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2400', '2200', '15-Jan-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2200', '2100', '16-Jan-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '18-Jan-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2200', '2000', '22-Jan-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1600', '1800', '1700', '23-Jan-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '28-Jan-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '30-Jan-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1400', '1600', '1500', '4-Feb-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1400', '1600', '1500', '5-Feb-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1500', '1800', '1600', '6-Feb-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1300', '1500', '1400', '11-Feb-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '14-Feb-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '19-Feb-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1300', '1500', '1400', '21-Feb-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1200', '1400', '1300', '22-Feb-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1300', '1500', '1400', '23-Feb-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1300', '1500', '1400', '24-Feb-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1400', '1600', '1500', '25-Feb-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1400', '1600', '1500', '26-Feb-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1400', '1600', '1500', '27-Feb-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1400', '1600', '1500', '28-Feb-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '1-Mar-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1600', '1800', '1700', '4-Mar-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '5-Mar-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1500', '1800', '1600', '7-Mar-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2400', '2200', '8-Mar-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2400', '2200', '10-Mar-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2400', '2200', '11-Mar-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2400', '2200', '12-Mar-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '13-Mar-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '14-Mar-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '15-Mar-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2400', '2200', '16-Mar-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '17-Mar-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '21-Mar-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '22-Mar-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '25-Mar-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '27-Mar-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '30-Mar-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '2-Apr-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '4-Apr-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '5-Apr-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '6-Apr-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '9-Apr-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '11-Apr-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2400', '2200', '13-Apr-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '17-Apr-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '19-Apr-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '21-Apr-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '23-Apr-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '25-Apr-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '26-Apr-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1800', '2000', '1900', '27-Apr-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2400', '2200', '28-Apr-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2200', '2100', '29-Apr-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2400', '2200', '1-May-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2400', '2600', '2500', '4-May-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2400', '2200', '6-May-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '7-May-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2400', '2200', '8-May-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2500', '2200', '9-May-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2500', '2800', '2600', '10-May-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2500', '2800', '2600', '11-May-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '12-May-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2500', '2800', '2600', '15-May-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3000', '3500', '3200', '16-May-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '18-May-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '20-May-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3000', '3400', '3200', '21-May-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3000', '3500', '3200', '22-May-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2400', '2200', '23-May-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '24-May-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3400', '3600', '3500', '28-May-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3200', '3500', '3400', '30-May-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '31-May-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3000', '3400', '3200', '1-Jun-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3400', '3600', '3500', '2-Jun-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3000', '3500', '3200', '4-Jun-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '4000', '4500', '4200', '10-Jun-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '4000', '4500', '4200', '13-Jun-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '4000', '4500', '4200', '27-Jun-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '4000', '4500', '4200', '29-Jun-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '4000', '4500', '4200', '2-Jul-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '3000', '3500', '3200', '20-Jul-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '5-Aug-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2400', '2200', '16-Aug-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2400', '2200', '22-Aug-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2800', '3000', '2900', '26-Aug-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2400', '2600', '2500', '9-Oct-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2400', '2200', '12-Oct-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2200', '2100', '14-Nov-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '2000', '2200', '2100', '18-Nov-16']\n",
      "['Orissa', 'Banki', 'Vegetables', 'Other', 'FAQ', '1000', '1200', '1100', '19-Dec-16']\n"
     ]
    }
   ],
   "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",
    "for line in reader:  # go through each line of the csv file\n",
    "    print(line)  # print out the line"
   ]
  }
 ],
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odisha-tomato-cuttack-banki.csv