making_rrlyrae_lightcurves.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "//anaconda/envs/astroconda/lib/python2.7/site-packages/IPython/html.py:14: ShimWarning: The `IPython.html` package has been deprecated. You should import from `notebook` instead. `IPython.html.widgets` has moved to `ipywidgets`.\n",
      "  \"`IPython.html.widgets` has moved to `ipywidgets`.\", ShimWarning)\n"
     ]
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "#import notebook\n",
    "#from notebook.nbextensions import enable_nbextension\n",
    "#enable_nbextension('notebook', 'usability/codefolding/main')\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as mp\n",
    "import seaborn as sns\n",
    "import pandas as pd\n",
    "import sys\n",
    "#sys.path.append('/Users/vs/Dropbox/Python')\n",
    "from astropy.time import Time\n",
    "import glob\n",
    "import itertools\n",
    "import gloess_fits as gf\n",
    "import os\n",
    "import re\n",
    "from astropy.time import Time\n",
    "import make_lightcurves_from_idl as idl_lc\n",
    "\n",
    "\n",
    "\n",
    "bigfontsize=20\n",
    "labelfontsize=16\n",
    "tickfontsize=16\n",
    "sns.set_context('talk')\n",
    "mp.rcParams.update({'font.size': bigfontsize,\n",
    "                     'axes.labelsize':labelfontsize,\n",
    "                     'xtick.labelsize':tickfontsize,\n",
    "                     'ytick.labelsize':tickfontsize,\n",
    "                     'legend.fontsize':tickfontsize,\n",
    "                     })"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Galactic Calibrator Light Curves\n",
    "---\n",
    "\n",
    "* Photometry has been done in IDL using the S19.2 location and pixel phase corrections\n",
    "* Used a 3 pixel aperture, 3-7 pixel sky annulus.\n",
    "* Location corrections were done using the irac_aphot_corr.pro script, at the same time as the pixel phase corrections\n",
    "* Aperture corrections will be done here -- using the values provided by the SSC in June 2016.\n",
    "* Adapted the photo_for_star2.pro script that we used for the Galactic Cepheids to use the new corrections. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Name</th>\n",
       "      <th>Period</th>\n",
       "      <th>Type</th>\n",
       "      <th>Name_Lower</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>ABUma</td>\n",
       "      <td>0.599577</td>\n",
       "      <td>ab</td>\n",
       "      <td>abuma</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>AMTuc</td>\n",
       "      <td>0.405789</td>\n",
       "      <td>c</td>\n",
       "      <td>amtuc</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>ANSer</td>\n",
       "      <td>0.522069</td>\n",
       "      <td>ab</td>\n",
       "      <td>anser</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>APSer</td>\n",
       "      <td>0.340789</td>\n",
       "      <td>c</td>\n",
       "      <td>apser</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>AVPeg</td>\n",
       "      <td>0.390380</td>\n",
       "      <td>ab</td>\n",
       "      <td>avpeg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>BHPeg</td>\n",
       "      <td>0.640983</td>\n",
       "      <td>ab</td>\n",
       "      <td>bhpeg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>BXLeo</td>\n",
       "      <td>0.362772</td>\n",
       "      <td>c</td>\n",
       "      <td>bxleo</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>CSEri</td>\n",
       "      <td>0.311333</td>\n",
       "      <td>c</td>\n",
       "      <td>cseri</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>CUCom</td>\n",
       "      <td>0.405761</td>\n",
       "      <td>d</td>\n",
       "      <td>cucom</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>DHPeg</td>\n",
       "      <td>0.255510</td>\n",
       "      <td>c</td>\n",
       "      <td>dhpeg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>DXDel</td>\n",
       "      <td>0.472617</td>\n",
       "      <td>ab</td>\n",
       "      <td>dxdel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>HKPup</td>\n",
       "      <td>0.734254</td>\n",
       "      <td>ab</td>\n",
       "      <td>hkpup</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>MTTel</td>\n",
       "      <td>0.316899</td>\n",
       "      <td>c</td>\n",
       "      <td>mttel</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>RRCet</td>\n",
       "      <td>0.553025</td>\n",
       "      <td>ab</td>\n",
       "      <td>rrcet</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>RRGem</td>\n",
       "      <td>0.397292</td>\n",
       "      <td>ab</td>\n",
       "      <td>rrgem</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>RRLeo</td>\n",
       "      <td>0.452392</td>\n",
       "      <td>??</td>\n",
       "      <td>rrleo</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>RRLyr</td>\n",
       "      <td>0.566805</td>\n",
       "      <td>ab</td>\n",
       "      <td>rrlyr</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>RUPsc</td>\n",
       "      <td>0.390317</td>\n",
       "      <td>c</td>\n",
       "      <td>rupsc</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>RuScl</td>\n",
       "      <td>0.493333</td>\n",
       "      <td>ab</td>\n",
       "      <td>ruscl</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>RvCrB</td>\n",
       "      <td>0.331593</td>\n",
       "      <td>c</td>\n",
       "      <td>rvcrb</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>RVUma</td>\n",
       "      <td>0.468062</td>\n",
       "      <td>ab</td>\n",
       "      <td>rvuma</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>RXEri</td>\n",
       "      <td>0.587246</td>\n",
       "      <td>ab</td>\n",
       "      <td>rxeri</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>RZCep</td>\n",
       "      <td>0.308645</td>\n",
       "      <td>c</td>\n",
       "      <td>rzcep</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>STBoo</td>\n",
       "      <td>0.622286</td>\n",
       "      <td>ab</td>\n",
       "      <td>stboo</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>STCVn</td>\n",
       "      <td>0.329063</td>\n",
       "      <td>c</td>\n",
       "      <td>stcvn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>SUDra</td>\n",
       "      <td>0.660419</td>\n",
       "      <td>ab</td>\n",
       "      <td>sudra</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>SVEri</td>\n",
       "      <td>0.713863</td>\n",
       "      <td>ab</td>\n",
       "      <td>sveri</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>SVHya</td>\n",
       "      <td>0.478544</td>\n",
       "      <td>ab</td>\n",
       "      <td>svhya</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>SVScl</td>\n",
       "      <td>0.377366</td>\n",
       "      <td>c</td>\n",
       "      <td>svscl</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>SWAnd</td>\n",
       "      <td>0.442279</td>\n",
       "      <td>ab</td>\n",
       "      <td>swand</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>SWDra</td>\n",
       "      <td>0.569670</td>\n",
       "      <td>ab</td>\n",
       "      <td>swdra</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>SXUma</td>\n",
       "      <td>0.307153</td>\n",
       "      <td>c</td>\n",
       "      <td>sxuma</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>TTLyn</td>\n",
       "      <td>0.597429</td>\n",
       "      <td>ab</td>\n",
       "      <td>ttlyn</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>TUUma</td>\n",
       "      <td>0.557659</td>\n",
       "      <td>ab</td>\n",
       "      <td>tuuma</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>TVBoo</td>\n",
       "      <td>0.312559</td>\n",
       "      <td>c</td>\n",
       "      <td>tvboo</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>TWHer</td>\n",
       "      <td>0.399599</td>\n",
       "      <td>ab</td>\n",
       "      <td>twher</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>TSex</td>\n",
       "      <td>0.324698</td>\n",
       "      <td>c</td>\n",
       "      <td>tsex</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>UUVir</td>\n",
       "      <td>0.475597</td>\n",
       "      <td>ab</td>\n",
       "      <td>uuvir</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>UVOct</td>\n",
       "      <td>0.542600</td>\n",
       "      <td>ab</td>\n",
       "      <td>uvoct</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>UYBoo</td>\n",
       "      <td>0.650845</td>\n",
       "      <td>ab</td>\n",
       "      <td>uyboo</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>UYCam</td>\n",
       "      <td>0.267042</td>\n",
       "      <td>c</td>\n",
       "      <td>uycam</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>UYCyg</td>\n",
       "      <td>0.466579</td>\n",
       "      <td>ab</td>\n",
       "      <td>uycyg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>V440Sgr</td>\n",
       "      <td>0.477479</td>\n",
       "      <td>ab</td>\n",
       "      <td>v440sgr</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>V675Sgr</td>\n",
       "      <td>0.642289</td>\n",
       "      <td>ab</td>\n",
       "      <td>v675sgr</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>VXHer</td>\n",
       "      <td>0.455362</td>\n",
       "      <td>ab</td>\n",
       "      <td>vxher</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>VInd</td>\n",
       "      <td>0.479591</td>\n",
       "      <td>ab</td>\n",
       "      <td>vind</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>WYAnt</td>\n",
       "      <td>0.574312</td>\n",
       "      <td>ab</td>\n",
       "      <td>wyant</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>XXAnd</td>\n",
       "      <td>0.722742</td>\n",
       "      <td>ab</td>\n",
       "      <td>xxand</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>XZCyg</td>\n",
       "      <td>0.466579</td>\n",
       "      <td>ab</td>\n",
       "      <td>xzcyg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>XAri</td>\n",
       "      <td>0.651139</td>\n",
       "      <td>ab</td>\n",
       "      <td>xari</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>YZCap</td>\n",
       "      <td>0.273458</td>\n",
       "      <td>c</td>\n",
       "      <td>yzcap</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       Name    Period Type Name_Lower\n",
       "0     ABUma  0.599577   ab      abuma\n",
       "1     AMTuc  0.405789    c      amtuc\n",
       "2     ANSer  0.522069   ab      anser\n",
       "3     APSer  0.340789    c      apser\n",
       "4     AVPeg  0.390380   ab      avpeg\n",
       "5     BHPeg  0.640983   ab      bhpeg\n",
       "6     BXLeo  0.362772    c      bxleo\n",
       "7     CSEri  0.311333    c      cseri\n",
       "8     CUCom  0.405761    d      cucom\n",
       "9     DHPeg  0.255510    c      dhpeg\n",
       "10    DXDel  0.472617   ab      dxdel\n",
       "11    HKPup  0.734254   ab      hkpup\n",
       "12    MTTel  0.316899    c      mttel\n",
       "13    RRCet  0.553025   ab      rrcet\n",
       "14    RRGem  0.397292   ab      rrgem\n",
       "15    RRLeo  0.452392   ??      rrleo\n",
       "16    RRLyr  0.566805   ab      rrlyr\n",
       "17    RUPsc  0.390317    c      rupsc\n",
       "18    RuScl  0.493333   ab      ruscl\n",
       "19    RvCrB  0.331593    c      rvcrb\n",
       "20    RVUma  0.468062   ab      rvuma\n",
       "21    RXEri  0.587246   ab      rxeri\n",
       "22    RZCep  0.308645    c      rzcep\n",
       "23    STBoo  0.622286   ab      stboo\n",
       "24    STCVn  0.329063    c      stcvn\n",
       "25    SUDra  0.660419   ab      sudra\n",
       "26    SVEri  0.713863   ab      sveri\n",
       "27    SVHya  0.478544   ab      svhya\n",
       "28    SVScl  0.377366    c      svscl\n",
       "29    SWAnd  0.442279   ab      swand\n",
       "30    SWDra  0.569670   ab      swdra\n",
       "31    SXUma  0.307153    c      sxuma\n",
       "32    TTLyn  0.597429   ab      ttlyn\n",
       "33    TUUma  0.557659   ab      tuuma\n",
       "34    TVBoo  0.312559    c      tvboo\n",
       "35    TWHer  0.399599   ab      twher\n",
       "36     TSex  0.324698    c       tsex\n",
       "37    UUVir  0.475597   ab      uuvir\n",
       "38    UVOct  0.542600   ab      uvoct\n",
       "39    UYBoo  0.650845   ab      uyboo\n",
       "40    UYCam  0.267042    c      uycam\n",
       "41    UYCyg  0.466579   ab      uycyg\n",
       "42  V440Sgr  0.477479   ab    v440sgr\n",
       "43  V675Sgr  0.642289   ab    v675sgr\n",
       "44    VXHer  0.455362   ab      vxher\n",
       "45     VInd  0.479591   ab       vind\n",
       "46    WYAnt  0.574312   ab      wyant\n",
       "47    XXAnd  0.722742   ab      xxand\n",
       "48    XZCyg  0.466579   ab      xzcyg\n",
       "49     XAri  0.651139   ab       xari\n",
       "50    YZCap  0.273458    c      yzcap"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "### Read in the RRL info file\n",
    "\n",
    "directory = \"/Users/vs/Dropbox/CRRP/RR_Lyrae_lightcurves/S19p2_reduction\"\n",
    "os.chdir(directory)\n",
    "\n",
    "info_df = pd.read_csv('rrl_periods', delim_whitespace=True, header=None, names=['Name', 'Period', 'Type'])\n",
    "info_df['Name_Lower'] = map(str.lower, info_df.Name)\n",
    "info_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "51"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "unique_names = info_df.Name.unique()\n",
    "len(unique_names)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "51 unique IDs in the info_df dataframe"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "### Get an array containing the file names\n",
    "\n",
    "filenames = glob.glob('*_phot')\n",
    "mashed_names = []\n",
    "for name in np.arange(len(filenames)):\n",
    "    mashed_names.append(re.sub('_phot', '', filenames[name]))\n",
    "    mashed_names[name] = re.sub('_', '', mashed_names[name])\n",
    "filenames_df = pd.DataFrame(filenames)\n",
    "mashednames_df = pd.DataFrame(map(str.lower, mashed_names))\n",
    "names_df = pd.concat([filenames_df, mashednames_df], 1)\n",
    "names_df.columns = ['Filename', 'Name_Lower']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "rrl_df = info_df.merge(names_df, on='Name_Lower')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Name</th>\n",
       "      <th>Period</th>\n",
       "      <th>Type</th>\n",
       "      <th>Name_Lower</th>\n",
       "      <th>Filename</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>ABUma</td>\n",
       "      <td>0.599577</td>\n",
       "      <td>ab</td>\n",
       "      <td>abuma</td>\n",
       "      <td>AB_Uma_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>AMTuc</td>\n",
       "      <td>0.405789</td>\n",
       "      <td>c</td>\n",
       "      <td>amtuc</td>\n",
       "      <td>AM_Tuc_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>ANSer</td>\n",
       "      <td>0.522069</td>\n",
       "      <td>ab</td>\n",
       "      <td>anser</td>\n",
       "      <td>AN_Ser_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>APSer</td>\n",
       "      <td>0.340789</td>\n",
       "      <td>c</td>\n",
       "      <td>apser</td>\n",
       "      <td>AP_Ser_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>AVPeg</td>\n",
       "      <td>0.390380</td>\n",
       "      <td>ab</td>\n",
       "      <td>avpeg</td>\n",
       "      <td>AV_Peg_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>BHPeg</td>\n",
       "      <td>0.640983</td>\n",
       "      <td>ab</td>\n",
       "      <td>bhpeg</td>\n",
       "      <td>BH_Peg_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>BXLeo</td>\n",
       "      <td>0.362772</td>\n",
       "      <td>c</td>\n",
       "      <td>bxleo</td>\n",
       "      <td>BX_Leo_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>CSEri</td>\n",
       "      <td>0.311333</td>\n",
       "      <td>c</td>\n",
       "      <td>cseri</td>\n",
       "      <td>CS_Eri_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>CUCom</td>\n",
       "      <td>0.405761</td>\n",
       "      <td>d</td>\n",
       "      <td>cucom</td>\n",
       "      <td>CU_Com_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>DHPeg</td>\n",
       "      <td>0.255510</td>\n",
       "      <td>c</td>\n",
       "      <td>dhpeg</td>\n",
       "      <td>DH_Peg_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>DXDel</td>\n",
       "      <td>0.472617</td>\n",
       "      <td>ab</td>\n",
       "      <td>dxdel</td>\n",
       "      <td>DX_Del_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>HKPup</td>\n",
       "      <td>0.734254</td>\n",
       "      <td>ab</td>\n",
       "      <td>hkpup</td>\n",
       "      <td>HK_Pup_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>MTTel</td>\n",
       "      <td>0.316899</td>\n",
       "      <td>c</td>\n",
       "      <td>mttel</td>\n",
       "      <td>MT_Tel_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>RRCet</td>\n",
       "      <td>0.553025</td>\n",
       "      <td>ab</td>\n",
       "      <td>rrcet</td>\n",
       "      <td>RR_Cet_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>RRGem</td>\n",
       "      <td>0.397292</td>\n",
       "      <td>ab</td>\n",
       "      <td>rrgem</td>\n",
       "      <td>RR_Gem_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>RRLeo</td>\n",
       "      <td>0.452392</td>\n",
       "      <td>??</td>\n",
       "      <td>rrleo</td>\n",
       "      <td>RR_Leo_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>RRLyr</td>\n",
       "      <td>0.566805</td>\n",
       "      <td>ab</td>\n",
       "      <td>rrlyr</td>\n",
       "      <td>RR_Lyr_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>RUPsc</td>\n",
       "      <td>0.390317</td>\n",
       "      <td>c</td>\n",
       "      <td>rupsc</td>\n",
       "      <td>RU_Psc_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>RuScl</td>\n",
       "      <td>0.493333</td>\n",
       "      <td>ab</td>\n",
       "      <td>ruscl</td>\n",
       "      <td>RU_Scl_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>RvCrB</td>\n",
       "      <td>0.331593</td>\n",
       "      <td>c</td>\n",
       "      <td>rvcrb</td>\n",
       "      <td>RV_CrB_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>RVUma</td>\n",
       "      <td>0.468062</td>\n",
       "      <td>ab</td>\n",
       "      <td>rvuma</td>\n",
       "      <td>RV_Uma_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>RXEri</td>\n",
       "      <td>0.587246</td>\n",
       "      <td>ab</td>\n",
       "      <td>rxeri</td>\n",
       "      <td>RX_Eri_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>RZCep</td>\n",
       "      <td>0.308645</td>\n",
       "      <td>c</td>\n",
       "      <td>rzcep</td>\n",
       "      <td>RZ_Cep_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>STBoo</td>\n",
       "      <td>0.622286</td>\n",
       "      <td>ab</td>\n",
       "      <td>stboo</td>\n",
       "      <td>ST_Boo_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>STCVn</td>\n",
       "      <td>0.329063</td>\n",
       "      <td>c</td>\n",
       "      <td>stcvn</td>\n",
       "      <td>ST_CVn_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>SUDra</td>\n",
       "      <td>0.660419</td>\n",
       "      <td>ab</td>\n",
       "      <td>sudra</td>\n",
       "      <td>SU_Dra_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>SVEri</td>\n",
       "      <td>0.713863</td>\n",
       "      <td>ab</td>\n",
       "      <td>sveri</td>\n",
       "      <td>SV_Eri_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>SVHya</td>\n",
       "      <td>0.478544</td>\n",
       "      <td>ab</td>\n",
       "      <td>svhya</td>\n",
       "      <td>SV_Hya_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>SVScl</td>\n",
       "      <td>0.377366</td>\n",
       "      <td>c</td>\n",
       "      <td>svscl</td>\n",
       "      <td>SV_Scl_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>SWAnd</td>\n",
       "      <td>0.442279</td>\n",
       "      <td>ab</td>\n",
       "      <td>swand</td>\n",
       "      <td>SW_And_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>SWDra</td>\n",
       "      <td>0.569670</td>\n",
       "      <td>ab</td>\n",
       "      <td>swdra</td>\n",
       "      <td>SW_Dra_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>SXUma</td>\n",
       "      <td>0.307153</td>\n",
       "      <td>c</td>\n",
       "      <td>sxuma</td>\n",
       "      <td>SX_Uma_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>TTLyn</td>\n",
       "      <td>0.597429</td>\n",
       "      <td>ab</td>\n",
       "      <td>ttlyn</td>\n",
       "      <td>TT_Lyn_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>TUUma</td>\n",
       "      <td>0.557659</td>\n",
       "      <td>ab</td>\n",
       "      <td>tuuma</td>\n",
       "      <td>TU_Uma_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>TVBoo</td>\n",
       "      <td>0.312559</td>\n",
       "      <td>c</td>\n",
       "      <td>tvboo</td>\n",
       "      <td>TV_Boo_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>TWHer</td>\n",
       "      <td>0.399599</td>\n",
       "      <td>ab</td>\n",
       "      <td>twher</td>\n",
       "      <td>TW_Her_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>TSex</td>\n",
       "      <td>0.324698</td>\n",
       "      <td>c</td>\n",
       "      <td>tsex</td>\n",
       "      <td>T_Sex_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>UUVir</td>\n",
       "      <td>0.475597</td>\n",
       "      <td>ab</td>\n",
       "      <td>uuvir</td>\n",
       "      <td>UU_Vir_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>UVOct</td>\n",
       "      <td>0.542600</td>\n",
       "      <td>ab</td>\n",
       "      <td>uvoct</td>\n",
       "      <td>UV_Oct_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>UYBoo</td>\n",
       "      <td>0.650845</td>\n",
       "      <td>ab</td>\n",
       "      <td>uyboo</td>\n",
       "      <td>UY_Boo_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>40</th>\n",
       "      <td>UYCam</td>\n",
       "      <td>0.267042</td>\n",
       "      <td>c</td>\n",
       "      <td>uycam</td>\n",
       "      <td>UY_Cam_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>41</th>\n",
       "      <td>UYCyg</td>\n",
       "      <td>0.466579</td>\n",
       "      <td>ab</td>\n",
       "      <td>uycyg</td>\n",
       "      <td>UY_Cyg_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>V440Sgr</td>\n",
       "      <td>0.477479</td>\n",
       "      <td>ab</td>\n",
       "      <td>v440sgr</td>\n",
       "      <td>V440_Sgr_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>V675Sgr</td>\n",
       "      <td>0.642289</td>\n",
       "      <td>ab</td>\n",
       "      <td>v675sgr</td>\n",
       "      <td>V675_Sgr_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>44</th>\n",
       "      <td>VXHer</td>\n",
       "      <td>0.455362</td>\n",
       "      <td>ab</td>\n",
       "      <td>vxher</td>\n",
       "      <td>VX_Her_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>VInd</td>\n",
       "      <td>0.479591</td>\n",
       "      <td>ab</td>\n",
       "      <td>vind</td>\n",
       "      <td>V_Ind_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>WYAnt</td>\n",
       "      <td>0.574312</td>\n",
       "      <td>ab</td>\n",
       "      <td>wyant</td>\n",
       "      <td>WY_Ant_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>XXAnd</td>\n",
       "      <td>0.722742</td>\n",
       "      <td>ab</td>\n",
       "      <td>xxand</td>\n",
       "      <td>XX_And_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>XZCyg</td>\n",
       "      <td>0.466579</td>\n",
       "      <td>ab</td>\n",
       "      <td>xzcyg</td>\n",
       "      <td>XZ_Cyg_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>49</th>\n",
       "      <td>XAri</td>\n",
       "      <td>0.651139</td>\n",
       "      <td>ab</td>\n",
       "      <td>xari</td>\n",
       "      <td>X_Ari_phot</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50</th>\n",
       "      <td>YZCap</td>\n",
       "      <td>0.273458</td>\n",
       "      <td>c</td>\n",
       "      <td>yzcap</td>\n",
       "      <td>YZ_Cap_phot</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "       Name    Period Type Name_Lower       Filename\n",
       "0     ABUma  0.599577   ab      abuma    AB_Uma_phot\n",
       "1     AMTuc  0.405789    c      amtuc    AM_Tuc_phot\n",
       "2     ANSer  0.522069   ab      anser    AN_Ser_phot\n",
       "3     APSer  0.340789    c      apser    AP_Ser_phot\n",
       "4     AVPeg  0.390380   ab      avpeg    AV_Peg_phot\n",
       "5     BHPeg  0.640983   ab      bhpeg    BH_Peg_phot\n",
       "6     BXLeo  0.362772    c      bxleo    BX_Leo_phot\n",
       "7     CSEri  0.311333    c      cseri    CS_Eri_phot\n",
       "8     CUCom  0.405761    d      cucom    CU_Com_phot\n",
       "9     DHPeg  0.255510    c      dhpeg    DH_Peg_phot\n",
       "10    DXDel  0.472617   ab      dxdel    DX_Del_phot\n",
       "11    HKPup  0.734254   ab      hkpup    HK_Pup_phot\n",
       "12    MTTel  0.316899    c      mttel    MT_Tel_phot\n",
       "13    RRCet  0.553025   ab      rrcet    RR_Cet_phot\n",
       "14    RRGem  0.397292   ab      rrgem    RR_Gem_phot\n",
       "15    RRLeo  0.452392   ??      rrleo    RR_Leo_phot\n",
       "16    RRLyr  0.566805   ab      rrlyr    RR_Lyr_phot\n",
       "17    RUPsc  0.390317    c      rupsc    RU_Psc_phot\n",
       "18    RuScl  0.493333   ab      ruscl    RU_Scl_phot\n",
       "19    RvCrB  0.331593    c      rvcrb    RV_CrB_phot\n",
       "20    RVUma  0.468062   ab      rvuma    RV_Uma_phot\n",
       "21    RXEri  0.587246   ab      rxeri    RX_Eri_phot\n",
       "22    RZCep  0.308645    c      rzcep    RZ_Cep_phot\n",
       "23    STBoo  0.622286   ab      stboo    ST_Boo_phot\n",
       "24    STCVn  0.329063    c      stcvn    ST_CVn_phot\n",
       "25    SUDra  0.660419   ab      sudra    SU_Dra_phot\n",
       "26    SVEri  0.713863   ab      sveri    SV_Eri_phot\n",
       "27    SVHya  0.478544   ab      svhya    SV_Hya_phot\n",
       "28    SVScl  0.377366    c      svscl    SV_Scl_phot\n",
       "29    SWAnd  0.442279   ab      swand    SW_And_phot\n",
       "30    SWDra  0.569670   ab      swdra    SW_Dra_phot\n",
       "31    SXUma  0.307153    c      sxuma    SX_Uma_phot\n",
       "32    TTLyn  0.597429   ab      ttlyn    TT_Lyn_phot\n",
       "33    TUUma  0.557659   ab      tuuma    TU_Uma_phot\n",
       "34    TVBoo  0.312559    c      tvboo    TV_Boo_phot\n",
       "35    TWHer  0.399599   ab      twher    TW_Her_phot\n",
       "36     TSex  0.324698    c       tsex     T_Sex_phot\n",
       "37    UUVir  0.475597   ab      uuvir    UU_Vir_phot\n",
       "38    UVOct  0.542600   ab      uvoct    UV_Oct_phot\n",
       "39    UYBoo  0.650845   ab      uyboo    UY_Boo_phot\n",
       "40    UYCam  0.267042    c      uycam    UY_Cam_phot\n",
       "41    UYCyg  0.466579   ab      uycyg    UY_Cyg_phot\n",
       "42  V440Sgr  0.477479   ab    v440sgr  V440_Sgr_phot\n",
       "43  V675Sgr  0.642289   ab    v675sgr  V675_Sgr_phot\n",
       "44    VXHer  0.455362   ab      vxher    VX_Her_phot\n",
       "45     VInd  0.479591   ab       vind     V_Ind_phot\n",
       "46    WYAnt  0.574312   ab      wyant    WY_Ant_phot\n",
       "47    XXAnd  0.722742   ab      xxand    XX_And_phot\n",
       "48    XZCyg  0.466579   ab      xzcyg    XZ_Cyg_phot\n",
       "49     XAri  0.651139   ab       xari     X_Ari_phot\n",
       "50    YZCap  0.273458    c      yzcap    YZ_Cap_phot"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rrl_df"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "OK - Now we can make some light curves and do some gloess fitting. Test on one to start with\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Aperture corrections and zero-points\n",
    "---\n",
    "Aperture corrections and zero-points are as given by the SSC at the end of June 2016. These are the final values. Location correction and pixel phase correction were done in IDL (in the irac_apcor_phot script) and do not need to be applied here.\n",
    "* [3.6]: zp = 280.9, apcor = 1.125\n",
    "* [4.5]: zp = 179.7, apcor = 1.123"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "zp36 = 280.9\n",
    "zp45 = 179.7\n",
    "apcor36 = 1.125\n",
    "apcor45 = 1.123"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0\n",
      "0\n",
      "0\n",
      "0\n",
      "0\n",
      "0\n",
      "ch2 21 [ 8.2377348   8.23746711] [ 0.00011  0.00012] 0.000927370666997\n",
      "ch2 21 [ 8.2377348   8.23746711] [ 0.00011  0.00012] 0.000927370666997\n",
      "0\n"
     ]
    },
    {
     "data": {
      "image/png": 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g4GDt3r1bsbGxGjhwoPr3759nOVFRUercubOio6NVuXJl1axZU1FR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\naZrhniQzM1OHDh3SWWedJUkqLCzU66+/rk2bNik1NVVDhw5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QaiyM5TgoWRMLrYiDUmCx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DAAAf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\nTgAAAACAJWg4AQAAAACW+D8nQKH8i6o1XQAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x1034d97d0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "for rrl in np.arange(len(rrl_df)):\n",
    "    idl_lc.make_lightcurve(rrl_df.Filename[rrl], rrl_df.Period[rrl], apcor1=apcor36, apcor2=apcor45, zp1=zp36, zp2=zp45)\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "filename = rrl_df.Filename[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "data_df = pd.read_csv(filename, delim_whitespace=True, header=None, names=('Channel', 'MJD', 'flux', 'eflux', 'bigflux'))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Channel</th>\n",
       "      <th>MJD</th>\n",
       "      <th>flux</th>\n",
       "      <th>eflux</th>\n",
       "      <th>bigflux</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.44746</td>\n",
       "      <td>0.03711</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04219</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.44759</td>\n",
       "      <td>0.03720</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04146</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.44773</td>\n",
       "      <td>0.03724</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04198</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.44786</td>\n",
       "      <td>0.03707</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04376</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.44800</td>\n",
       "      <td>0.03699</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04204</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.41985</td>\n",
       "      <td>0.03723</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04281</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.41997</td>\n",
       "      <td>0.03755</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04190</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.42011</td>\n",
       "      <td>0.03814</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04269</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.42025</td>\n",
       "      <td>0.03771</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04374</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.42039</td>\n",
       "      <td>0.03739</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04193</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.39973</td>\n",
       "      <td>0.03816</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.39987</td>\n",
       "      <td>0.03801</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.40000</td>\n",
       "      <td>0.03864</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04397</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.37649</td>\n",
       "      <td>0.03776</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04281</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.37662</td>\n",
       "      <td>0.03786</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04258</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.37676</td>\n",
       "      <td>0.03892</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04309</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.37690</td>\n",
       "      <td>0.03828</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.04426</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.37703</td>\n",
       "      <td>0.03836</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04248</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.35712</td>\n",
       "      <td>0.03846</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.32855</td>\n",
       "      <td>0.03757</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04369</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.32867</td>\n",
       "      <td>0.03891</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04332</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.32882</td>\n",
       "      <td>0.03825</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04379</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.32896</td>\n",
       "      <td>0.03905</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.04488</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.32909</td>\n",
       "      <td>0.03898</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04281</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.31301</td>\n",
       "      <td>0.03817</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.31313</td>\n",
       "      <td>0.03829</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04235</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.31328</td>\n",
       "      <td>0.03806</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04327</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.31341</td>\n",
       "      <td>0.03828</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04421</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.31355</td>\n",
       "      <td>0.03879</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04246</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.28608</td>\n",
       "      <td>0.03781</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04378</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>252</th>\n",
       "      <td>2</td>\n",
       "      <td>56515.49993</td>\n",
       "      <td>0.02334</td>\n",
       "      <td>0.00008</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>253</th>\n",
       "      <td>2</td>\n",
       "      <td>56515.50007</td>\n",
       "      <td>0.02306</td>\n",
       "      <td>0.00008</td>\n",
       "      <td>0.02673</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>254</th>\n",
       "      <td>2</td>\n",
       "      <td>56515.52490</td>\n",
       "      <td>0.02270</td>\n",
       "      <td>0.00008</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>255</th>\n",
       "      <td>2</td>\n",
       "      <td>56515.52504</td>\n",
       "      <td>0.02279</td>\n",
       "      <td>0.00008</td>\n",
       "      <td>0.02495</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>256</th>\n",
       "      <td>2</td>\n",
       "      <td>56515.54933</td>\n",
       "      <td>0.02207</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>257</th>\n",
       "      <td>2</td>\n",
       "      <td>56515.54949</td>\n",
       "      <td>0.02228</td>\n",
       "      <td>0.00008</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>258</th>\n",
       "      <td>2</td>\n",
       "      <td>56515.70123</td>\n",
       "      <td>0.02192</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>259</th>\n",
       "      <td>2</td>\n",
       "      <td>56515.70138</td>\n",
       "      <td>0.02280</td>\n",
       "      <td>0.00008</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>260</th>\n",
       "      <td>2</td>\n",
       "      <td>56515.70152</td>\n",
       "      <td>0.02216</td>\n",
       "      <td>0.00008</td>\n",
       "      <td>0.02600</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>261</th>\n",
       "      <td>2</td>\n",
       "      <td>56515.70166</td>\n",
       "      <td>0.02260</td>\n",
       "      <td>0.00008</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>262</th>\n",
       "      <td>2</td>\n",
       "      <td>56515.70180</td>\n",
       "      <td>0.02221</td>\n",
       "      <td>0.00008</td>\n",
       "      <td>0.02546</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>263</th>\n",
       "      <td>2</td>\n",
       "      <td>56515.70309</td>\n",
       "      <td>0.02224</td>\n",
       "      <td>0.00008</td>\n",
       "      <td>0.02481</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>264</th>\n",
       "      <td>2</td>\n",
       "      <td>56515.70324</td>\n",
       "      <td>0.02280</td>\n",
       "      <td>0.00008</td>\n",
       "      <td>0.02592</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>265</th>\n",
       "      <td>2</td>\n",
       "      <td>56515.70352</td>\n",
       "      <td>0.02249</td>\n",
       "      <td>0.00008</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>266</th>\n",
       "      <td>2</td>\n",
       "      <td>56515.70365</td>\n",
       "      <td>0.02234</td>\n",
       "      <td>0.00008</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>267</th>\n",
       "      <td>2</td>\n",
       "      <td>56515.79279</td>\n",
       "      <td>0.02391</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>268</th>\n",
       "      <td>2</td>\n",
       "      <td>56515.79293</td>\n",
       "      <td>0.02430</td>\n",
       "      <td>0.00008</td>\n",
       "      <td>0.02752</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>269</th>\n",
       "      <td>2</td>\n",
       "      <td>56515.79307</td>\n",
       "      <td>0.02431</td>\n",
       "      <td>0.00008</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>270</th>\n",
       "      <td>2</td>\n",
       "      <td>56515.79444</td>\n",
       "      <td>0.02395</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>271</th>\n",
       "      <td>2</td>\n",
       "      <td>56515.79473</td>\n",
       "      <td>0.02414</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>272</th>\n",
       "      <td>2</td>\n",
       "      <td>56515.79487</td>\n",
       "      <td>0.02418</td>\n",
       "      <td>0.00008</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>273</th>\n",
       "      <td>2</td>\n",
       "      <td>56515.79500</td>\n",
       "      <td>0.02424</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>274</th>\n",
       "      <td>2</td>\n",
       "      <td>56515.37390</td>\n",
       "      <td>0.02476</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>275</th>\n",
       "      <td>2</td>\n",
       "      <td>56515.37405</td>\n",
       "      <td>0.02448</td>\n",
       "      <td>0.00008</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>276</th>\n",
       "      <td>2</td>\n",
       "      <td>56515.37419</td>\n",
       "      <td>0.02489</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>277</th>\n",
       "      <td>2</td>\n",
       "      <td>56515.37433</td>\n",
       "      <td>0.02506</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>278</th>\n",
       "      <td>2</td>\n",
       "      <td>56515.37446</td>\n",
       "      <td>0.02444</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>279</th>\n",
       "      <td>2</td>\n",
       "      <td>56515.58939</td>\n",
       "      <td>0.02148</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>280</th>\n",
       "      <td>2</td>\n",
       "      <td>56515.58955</td>\n",
       "      <td>0.02147</td>\n",
       "      <td>0.00008</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>281</th>\n",
       "      <td>2</td>\n",
       "      <td>56515.58996</td>\n",
       "      <td>0.02109</td>\n",
       "      <td>0.00008</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>282 rows × 5 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     Channel          MJD     flux    eflux  bigflux\n",
       "0          1  56515.44746  0.03711  0.00009  0.04219\n",
       "1          1  56515.44759  0.03720  0.00009  0.04146\n",
       "2          1  56515.44773  0.03724  0.00009  0.04198\n",
       "3          1  56515.44786  0.03707  0.00009  0.04376\n",
       "4          1  56515.44800  0.03699  0.00009  0.04204\n",
       "5          1  56515.41985  0.03723  0.00009  0.04281\n",
       "6          1  56515.41997  0.03755  0.00009  0.04190\n",
       "7          1  56515.42011  0.03814  0.00009  0.04269\n",
       "8          1  56515.42025  0.03771  0.00009  0.04374\n",
       "9          1  56515.42039  0.03739  0.00009  0.04193\n",
       "10         1  56515.39973  0.03816  0.00000      NaN\n",
       "11         1  56515.39987  0.03801  0.00009      NaN\n",
       "12         1  56515.40000  0.03864  0.00009  0.04397\n",
       "13         1  56515.37649  0.03776  0.00009  0.04281\n",
       "14         1  56515.37662  0.03786  0.00009  0.04258\n",
       "15         1  56515.37676  0.03892  0.00009  0.04309\n",
       "16         1  56515.37690  0.03828  0.00010  0.04426\n",
       "17         1  56515.37703  0.03836  0.00009  0.04248\n",
       "18         1  56515.35712  0.03846  0.00000      NaN\n",
       "19         1  56515.32855  0.03757  0.00009  0.04369\n",
       "20         1  56515.32867  0.03891  0.00009  0.04332\n",
       "21         1  56515.32882  0.03825  0.00009  0.04379\n",
       "22         1  56515.32896  0.03905  0.00010  0.04488\n",
       "23         1  56515.32909  0.03898  0.00009  0.04281\n",
       "24         1  56515.31301  0.03817  0.00009      NaN\n",
       "25         1  56515.31313  0.03829  0.00009  0.04235\n",
       "26         1  56515.31328  0.03806  0.00009  0.04327\n",
       "27         1  56515.31341  0.03828  0.00009  0.04421\n",
       "28         1  56515.31355  0.03879  0.00009  0.04246\n",
       "29         1  56515.28608  0.03781  0.00009  0.04378\n",
       "..       ...          ...      ...      ...      ...\n",
       "252        2  56515.49993  0.02334  0.00008      NaN\n",
       "253        2  56515.50007  0.02306  0.00008  0.02673\n",
       "254        2  56515.52490  0.02270  0.00008      NaN\n",
       "255        2  56515.52504  0.02279  0.00008  0.02495\n",
       "256        2  56515.54933  0.02207  0.00000      NaN\n",
       "257        2  56515.54949  0.02228  0.00008      NaN\n",
       "258        2  56515.70123  0.02192  0.00000      NaN\n",
       "259        2  56515.70138  0.02280  0.00008      NaN\n",
       "260        2  56515.70152  0.02216  0.00008  0.02600\n",
       "261        2  56515.70166  0.02260  0.00008      NaN\n",
       "262        2  56515.70180  0.02221  0.00008  0.02546\n",
       "263        2  56515.70309  0.02224  0.00008  0.02481\n",
       "264        2  56515.70324  0.02280  0.00008  0.02592\n",
       "265        2  56515.70352  0.02249  0.00008      NaN\n",
       "266        2  56515.70365  0.02234  0.00008      NaN\n",
       "267        2  56515.79279  0.02391  0.00000      NaN\n",
       "268        2  56515.79293  0.02430  0.00008  0.02752\n",
       "269        2  56515.79307  0.02431  0.00008      NaN\n",
       "270        2  56515.79444  0.02395  0.00000      NaN\n",
       "271        2  56515.79473  0.02414  0.00009      NaN\n",
       "272        2  56515.79487  0.02418  0.00008      NaN\n",
       "273        2  56515.79500  0.02424  0.00000      NaN\n",
       "274        2  56515.37390  0.02476  0.00000      NaN\n",
       "275        2  56515.37405  0.02448  0.00008      NaN\n",
       "276        2  56515.37419  0.02489  0.00000      NaN\n",
       "277        2  56515.37433  0.02506  0.00009      NaN\n",
       "278        2  56515.37446  0.02444  0.00000      NaN\n",
       "279        2  56515.58939  0.02148  0.00000      NaN\n",
       "280        2  56515.58955  0.02147  0.00008      NaN\n",
       "281        2  56515.58996  0.02109  0.00008      NaN\n",
       "\n",
       "[282 rows x 5 columns]"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "channel1_df = data_df[data_df.Channel==1]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "sorted_ch1_df = channel1_df.sort_values(by='MJD')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
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       "<div>\n",
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Channel</th>\n",
       "      <th>MJD</th>\n",
       "      <th>flux</th>\n",
       "      <th>eflux</th>\n",
       "      <th>bigflux</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
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       "      <td>1</td>\n",
       "      <td>56515.26145</td>\n",
       "      <td>0.03806</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.26159</td>\n",
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       "      <td>0.00009</td>\n",
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       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.26173</td>\n",
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       "      <td>0.00009</td>\n",
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       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.26187</td>\n",
       "      <td>0.03834</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04327</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.28608</td>\n",
       "      <td>0.03781</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04378</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.28621</td>\n",
       "      <td>0.03816</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04341</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.28635</td>\n",
       "      <td>0.03874</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04334</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.28649</td>\n",
       "      <td>0.03852</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04389</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.28662</td>\n",
       "      <td>0.03846</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04362</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.31301</td>\n",
       "      <td>0.03817</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.31313</td>\n",
       "      <td>0.03829</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04235</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.31328</td>\n",
       "      <td>0.03806</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04327</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.31341</td>\n",
       "      <td>0.03828</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04421</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.31355</td>\n",
       "      <td>0.03879</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04246</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.32855</td>\n",
       "      <td>0.03757</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04369</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.32867</td>\n",
       "      <td>0.03891</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04332</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.32882</td>\n",
       "      <td>0.03825</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04379</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.32896</td>\n",
       "      <td>0.03905</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.04488</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.32909</td>\n",
       "      <td>0.03898</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04281</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.35712</td>\n",
       "      <td>0.03846</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.37290</td>\n",
       "      <td>0.03803</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.37302</td>\n",
       "      <td>0.03809</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04314</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.37317</td>\n",
       "      <td>0.03904</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04407</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.37330</td>\n",
       "      <td>0.03865</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.04419</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.37344</td>\n",
       "      <td>0.03787</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04197</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.37469</td>\n",
       "      <td>0.03752</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.37482</td>\n",
       "      <td>0.03832</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04240</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.37497</td>\n",
       "      <td>0.03836</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04302</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.37510</td>\n",
       "      <td>0.03876</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>135</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.72982</td>\n",
       "      <td>0.03521</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.72995</td>\n",
       "      <td>0.03561</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04125</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.73009</td>\n",
       "      <td>0.03585</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>138</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.73022</td>\n",
       "      <td>0.03544</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04015</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>139</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.73036</td>\n",
       "      <td>0.03558</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.03963</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>140</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.74783</td>\n",
       "      <td>0.03641</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.04048</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>141</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.74796</td>\n",
       "      <td>0.03577</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.03960</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>142</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.74811</td>\n",
       "      <td>0.03633</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>143</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.74824</td>\n",
       "      <td>0.03612</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04036</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>144</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.74837</td>\n",
       "      <td>0.03629</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>145</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.77532</td>\n",
       "      <td>0.03646</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04170</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>146</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.77545</td>\n",
       "      <td>0.03742</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.04208</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>147</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.77559</td>\n",
       "      <td>0.03704</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04229</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>148</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.77573</td>\n",
       "      <td>0.03694</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04166</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.77587</td>\n",
       "      <td>0.03682</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>150</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.79343</td>\n",
       "      <td>0.03719</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>151</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.79356</td>\n",
       "      <td>0.03728</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.04243</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>152</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.79370</td>\n",
       "      <td>0.03712</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>153</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.79384</td>\n",
       "      <td>0.03767</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04301</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>154</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.79398</td>\n",
       "      <td>0.03747</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>155</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.79523</td>\n",
       "      <td>0.03765</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>156</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.79536</td>\n",
       "      <td>0.03720</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.04271</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>157</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.79550</td>\n",
       "      <td>0.03783</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>158</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.79564</td>\n",
       "      <td>0.03722</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04144</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>159</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.79578</td>\n",
       "      <td>0.03766</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>160</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.79703</td>\n",
       "      <td>0.03689</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>161</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.79717</td>\n",
       "      <td>0.03734</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.04205</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>162</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.79731</td>\n",
       "      <td>0.03750</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>163</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.79745</td>\n",
       "      <td>0.03684</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04158</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>164</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.79758</td>\n",
       "      <td>0.03738</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>165 rows × 5 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     Channel          MJD     flux    eflux  bigflux\n",
       "0          1  56515.26132  0.03843  0.00009  0.04369\n",
       "1          1  56515.26145  0.03806  0.00009      NaN\n",
       "2          1  56515.26159  0.03825  0.00009  0.04330\n",
       "3          1  56515.26173  0.03864  0.00009  0.04395\n",
       "4          1  56515.26187  0.03834  0.00009  0.04327\n",
       "5          1  56515.28608  0.03781  0.00009  0.04378\n",
       "6          1  56515.28621  0.03816  0.00009  0.04341\n",
       "7          1  56515.28635  0.03874  0.00009  0.04334\n",
       "8          1  56515.28649  0.03852  0.00009  0.04389\n",
       "9          1  56515.28662  0.03846  0.00009  0.04362\n",
       "10         1  56515.31301  0.03817  0.00009      NaN\n",
       "11         1  56515.31313  0.03829  0.00009  0.04235\n",
       "12         1  56515.31328  0.03806  0.00009  0.04327\n",
       "13         1  56515.31341  0.03828  0.00009  0.04421\n",
       "14         1  56515.31355  0.03879  0.00009  0.04246\n",
       "15         1  56515.32855  0.03757  0.00009  0.04369\n",
       "16         1  56515.32867  0.03891  0.00009  0.04332\n",
       "17         1  56515.32882  0.03825  0.00009  0.04379\n",
       "18         1  56515.32896  0.03905  0.00010  0.04488\n",
       "19         1  56515.32909  0.03898  0.00009  0.04281\n",
       "20         1  56515.35712  0.03846  0.00000      NaN\n",
       "21         1  56515.37290  0.03803  0.00009      NaN\n",
       "22         1  56515.37302  0.03809  0.00009  0.04314\n",
       "23         1  56515.37317  0.03904  0.00009  0.04407\n",
       "24         1  56515.37330  0.03865  0.00010  0.04419\n",
       "25         1  56515.37344  0.03787  0.00009  0.04197\n",
       "26         1  56515.37469  0.03752  0.00009      NaN\n",
       "27         1  56515.37482  0.03832  0.00009  0.04240\n",
       "28         1  56515.37497  0.03836  0.00009  0.04302\n",
       "29         1  56515.37510  0.03876  0.00009      NaN\n",
       "..       ...          ...      ...      ...      ...\n",
       "135        1  56515.72982  0.03521  0.00009      NaN\n",
       "136        1  56515.72995  0.03561  0.00009  0.04125\n",
       "137        1  56515.73009  0.03585  0.00010      NaN\n",
       "138        1  56515.73022  0.03544  0.00009  0.04015\n",
       "139        1  56515.73036  0.03558  0.00009  0.03963\n",
       "140        1  56515.74783  0.03641  0.00010  0.04048\n",
       "141        1  56515.74796  0.03577  0.00009  0.03960\n",
       "142        1  56515.74811  0.03633  0.00009      NaN\n",
       "143        1  56515.74824  0.03612  0.00009  0.04036\n",
       "144        1  56515.74837  0.03629  0.00009      NaN\n",
       "145        1  56515.77532  0.03646  0.00009  0.04170\n",
       "146        1  56515.77545  0.03742  0.00010  0.04208\n",
       "147        1  56515.77559  0.03704  0.00009  0.04229\n",
       "148        1  56515.77573  0.03694  0.00009  0.04166\n",
       "149        1  56515.77587  0.03682  0.00009      NaN\n",
       "150        1  56515.79343  0.03719  0.00009      NaN\n",
       "151        1  56515.79356  0.03728  0.00010  0.04243\n",
       "152        1  56515.79370  0.03712  0.00009      NaN\n",
       "153        1  56515.79384  0.03767  0.00009  0.04301\n",
       "154        1  56515.79398  0.03747  0.00010      NaN\n",
       "155        1  56515.79523  0.03765  0.00009      NaN\n",
       "156        1  56515.79536  0.03720  0.00010  0.04271\n",
       "157        1  56515.79550  0.03783  0.00009      NaN\n",
       "158        1  56515.79564  0.03722  0.00009  0.04144\n",
       "159        1  56515.79578  0.03766  0.00009      NaN\n",
       "160        1  56515.79703  0.03689  0.00009      NaN\n",
       "161        1  56515.79717  0.03734  0.00010  0.04205\n",
       "162        1  56515.79731  0.03750  0.00009      NaN\n",
       "163        1  56515.79745  0.03684  0.00009  0.04158\n",
       "164        1  56515.79758  0.03738  0.00009      NaN\n",
       "\n",
       "[165 rows x 5 columns]"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sorted_ch1_df = sorted_ch1_df.reset_index(drop=True)\n",
    "sorted_ch1_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "diffs = sorted_ch1_df.MJD[10:15]-sorted_ch1_df.MJD[10]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "10    0.00000\n",
       "11    0.00012\n",
       "12    0.00027\n",
       "13    0.00040\n",
       "14    0.00054\n",
       "Name: MJD, dtype: float64"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "diffs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "ename": "KeyError",
     "evalue": "1",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mKeyError\u001b[0m                                  Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-18-f3aabd7bc8da>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mratio1\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdiffs\u001b[0m\u001b[0;34m/\u001b[0m\u001b[0mdiffs\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      2\u001b[0m \u001b[0mratio2\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdiffs\u001b[0m\u001b[0;34m/\u001b[0m\u001b[0mdiffs\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m2\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      3\u001b[0m \u001b[0mratio3\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdiffs\u001b[0m\u001b[0;34m/\u001b[0m\u001b[0mdiffs\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m3\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      4\u001b[0m \u001b[0mratio4\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdiffs\u001b[0m\u001b[0;34m/\u001b[0m\u001b[0mdiffs\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[1;32m      5\u001b[0m \u001b[0mratio5\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mdiffs\u001b[0m\u001b[0;34m/\u001b[0m\u001b[0mdiffs\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m5\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m//anaconda/envs/astroconda/lib/python2.7/site-packages/pandas/core/series.pyc\u001b[0m in \u001b[0;36m__getitem__\u001b[0;34m(self, key)\u001b[0m\n\u001b[1;32m    581\u001b[0m         \u001b[0mkey\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcom\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_apply_if_callable\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    582\u001b[0m         \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 583\u001b[0;31m             \u001b[0mresult\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mindex\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_value\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    584\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    585\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mlib\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0misscalar\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mresult\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m//anaconda/envs/astroconda/lib/python2.7/site-packages/pandas/indexes/base.pyc\u001b[0m in \u001b[0;36mget_value\u001b[0;34m(self, series, key)\u001b[0m\n\u001b[1;32m   1978\u001b[0m         \u001b[0;32mtry\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1979\u001b[0m             return self._engine.get_value(s, k,\n\u001b[0;32m-> 1980\u001b[0;31m                                           tz=getattr(series.dtype, 'tz', None))\n\u001b[0m\u001b[1;32m   1981\u001b[0m         \u001b[0;32mexcept\u001b[0m \u001b[0mKeyError\u001b[0m \u001b[0;32mas\u001b[0m \u001b[0me1\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   1982\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0mlen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m>\u001b[0m \u001b[0;36m0\u001b[0m \u001b[0;32mand\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0minferred_type\u001b[0m \u001b[0;32min\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m'integer'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'boolean'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32mpandas/index.pyx\u001b[0m in \u001b[0;36mpandas.index.IndexEngine.get_value (pandas/index.c:3332)\u001b[0;34m()\u001b[0m\n",
      "\u001b[0;32mpandas/index.pyx\u001b[0m in \u001b[0;36mpandas.index.IndexEngine.get_value (pandas/index.c:3035)\u001b[0;34m()\u001b[0m\n",
      "\u001b[0;32mpandas/index.pyx\u001b[0m in \u001b[0;36mpandas.index.IndexEngine.get_loc (pandas/index.c:4018)\u001b[0;34m()\u001b[0m\n",
      "\u001b[0;32mpandas/hashtable.pyx\u001b[0m in \u001b[0;36mpandas.hashtable.Int64HashTable.get_item (pandas/hashtable.c:6610)\u001b[0;34m()\u001b[0m\n",
      "\u001b[0;32mpandas/hashtable.pyx\u001b[0m in \u001b[0;36mpandas.hashtable.Int64HashTable.get_item (pandas/hashtable.c:6554)\u001b[0;34m()\u001b[0m\n",
      "\u001b[0;31mKeyError\u001b[0m: 1"
     ]
    }
   ],
   "source": [
    "ratio1 = diffs/diffs[1]\n",
    "ratio2 = diffs/diffs[2]\n",
    "ratio3 = diffs/diffs[3]\n",
    "ratio4 = diffs/diffs[4]\n",
    "ratio5 = diffs/diffs[5]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "ename": "NameError",
     "evalue": "name 'ratio1' 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-19-5190c3e16170>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfloor\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mratio1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfloor\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mratio2\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfloor\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mratio3\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfloor\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mratio4\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfloor\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mratio5\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[0;31mNameError\u001b[0m: name 'ratio1' is not defined"
     ]
    }
   ],
   "source": [
    "np.floor(ratio1), np.floor(ratio2), np.floor(ratio3), np.floor(ratio4), np.floor(ratio5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "sorted_ch1_df['timebin'] = 0"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Channel</th>\n",
       "      <th>MJD</th>\n",
       "      <th>flux</th>\n",
       "      <th>eflux</th>\n",
       "      <th>bigflux</th>\n",
       "      <th>timebin</th>\n",
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       "  </thead>\n",
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       "      <td>56515.26159</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.28608</td>\n",
       "      <td>0.03781</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04378</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.28621</td>\n",
       "      <td>0.03816</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04341</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.28635</td>\n",
       "      <td>0.03874</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04334</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.28649</td>\n",
       "      <td>0.03852</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04389</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.28662</td>\n",
       "      <td>0.03846</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04362</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.31301</td>\n",
       "      <td>0.03817</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.31313</td>\n",
       "      <td>0.03829</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04235</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.31328</td>\n",
       "      <td>0.03806</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04327</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.31341</td>\n",
       "      <td>0.03828</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04421</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.31355</td>\n",
       "      <td>0.03879</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04246</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.32855</td>\n",
       "      <td>0.03757</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04369</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.32867</td>\n",
       "      <td>0.03891</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04332</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.32882</td>\n",
       "      <td>0.03825</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04379</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.32896</td>\n",
       "      <td>0.03905</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.04488</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.32909</td>\n",
       "      <td>0.03898</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04281</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.35712</td>\n",
       "      <td>0.03846</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.37290</td>\n",
       "      <td>0.03803</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.37302</td>\n",
       "      <td>0.03809</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04314</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.37317</td>\n",
       "      <td>0.03904</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04407</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.37330</td>\n",
       "      <td>0.03865</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.04419</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.37344</td>\n",
       "      <td>0.03787</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04197</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.37469</td>\n",
       "      <td>0.03752</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.37482</td>\n",
       "      <td>0.03832</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04240</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.37497</td>\n",
       "      <td>0.03836</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04302</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.37510</td>\n",
       "      <td>0.03876</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>135</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.72982</td>\n",
       "      <td>0.03521</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.72995</td>\n",
       "      <td>0.03561</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04125</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.73009</td>\n",
       "      <td>0.03585</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>138</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.73022</td>\n",
       "      <td>0.03544</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04015</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>139</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.73036</td>\n",
       "      <td>0.03558</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.03963</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>140</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.74783</td>\n",
       "      <td>0.03641</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.04048</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>141</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.74796</td>\n",
       "      <td>0.03577</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.03960</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>142</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.74811</td>\n",
       "      <td>0.03633</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>143</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.74824</td>\n",
       "      <td>0.03612</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04036</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>144</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.74837</td>\n",
       "      <td>0.03629</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>145</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.77532</td>\n",
       "      <td>0.03646</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04170</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>146</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.77545</td>\n",
       "      <td>0.03742</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.04208</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>147</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.77559</td>\n",
       "      <td>0.03704</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04229</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>148</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.77573</td>\n",
       "      <td>0.03694</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04166</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.77587</td>\n",
       "      <td>0.03682</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>150</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.79343</td>\n",
       "      <td>0.03719</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>151</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.79356</td>\n",
       "      <td>0.03728</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.04243</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>152</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.79370</td>\n",
       "      <td>0.03712</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>153</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.79384</td>\n",
       "      <td>0.03767</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04301</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>154</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.79398</td>\n",
       "      <td>0.03747</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>155</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.79523</td>\n",
       "      <td>0.03765</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>156</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.79536</td>\n",
       "      <td>0.03720</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.04271</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>157</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.79550</td>\n",
       "      <td>0.03783</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>158</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.79564</td>\n",
       "      <td>0.03722</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04144</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>159</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.79578</td>\n",
       "      <td>0.03766</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>160</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.79703</td>\n",
       "      <td>0.03689</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>161</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.79717</td>\n",
       "      <td>0.03734</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.04205</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>162</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.79731</td>\n",
       "      <td>0.03750</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>163</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.79745</td>\n",
       "      <td>0.03684</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04158</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>164</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.79758</td>\n",
       "      <td>0.03738</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>165 rows × 6 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     Channel          MJD     flux    eflux  bigflux  timebin\n",
       "0          1  56515.26132  0.03843  0.00009  0.04369        0\n",
       "1          1  56515.26145  0.03806  0.00009      NaN        0\n",
       "2          1  56515.26159  0.03825  0.00009  0.04330        0\n",
       "3          1  56515.26173  0.03864  0.00009  0.04395        0\n",
       "4          1  56515.26187  0.03834  0.00009  0.04327        0\n",
       "5          1  56515.28608  0.03781  0.00009  0.04378        0\n",
       "6          1  56515.28621  0.03816  0.00009  0.04341        0\n",
       "7          1  56515.28635  0.03874  0.00009  0.04334        0\n",
       "8          1  56515.28649  0.03852  0.00009  0.04389        0\n",
       "9          1  56515.28662  0.03846  0.00009  0.04362        0\n",
       "10         1  56515.31301  0.03817  0.00009      NaN        0\n",
       "11         1  56515.31313  0.03829  0.00009  0.04235        0\n",
       "12         1  56515.31328  0.03806  0.00009  0.04327        0\n",
       "13         1  56515.31341  0.03828  0.00009  0.04421        0\n",
       "14         1  56515.31355  0.03879  0.00009  0.04246        0\n",
       "15         1  56515.32855  0.03757  0.00009  0.04369        0\n",
       "16         1  56515.32867  0.03891  0.00009  0.04332        0\n",
       "17         1  56515.32882  0.03825  0.00009  0.04379        0\n",
       "18         1  56515.32896  0.03905  0.00010  0.04488        0\n",
       "19         1  56515.32909  0.03898  0.00009  0.04281        0\n",
       "20         1  56515.35712  0.03846  0.00000      NaN        0\n",
       "21         1  56515.37290  0.03803  0.00009      NaN        0\n",
       "22         1  56515.37302  0.03809  0.00009  0.04314        0\n",
       "23         1  56515.37317  0.03904  0.00009  0.04407        0\n",
       "24         1  56515.37330  0.03865  0.00010  0.04419        0\n",
       "25         1  56515.37344  0.03787  0.00009  0.04197        0\n",
       "26         1  56515.37469  0.03752  0.00009      NaN        0\n",
       "27         1  56515.37482  0.03832  0.00009  0.04240        0\n",
       "28         1  56515.37497  0.03836  0.00009  0.04302        0\n",
       "29         1  56515.37510  0.03876  0.00009      NaN        0\n",
       "..       ...          ...      ...      ...      ...      ...\n",
       "135        1  56515.72982  0.03521  0.00009      NaN        0\n",
       "136        1  56515.72995  0.03561  0.00009  0.04125        0\n",
       "137        1  56515.73009  0.03585  0.00010      NaN        0\n",
       "138        1  56515.73022  0.03544  0.00009  0.04015        0\n",
       "139        1  56515.73036  0.03558  0.00009  0.03963        0\n",
       "140        1  56515.74783  0.03641  0.00010  0.04048        0\n",
       "141        1  56515.74796  0.03577  0.00009  0.03960        0\n",
       "142        1  56515.74811  0.03633  0.00009      NaN        0\n",
       "143        1  56515.74824  0.03612  0.00009  0.04036        0\n",
       "144        1  56515.74837  0.03629  0.00009      NaN        0\n",
       "145        1  56515.77532  0.03646  0.00009  0.04170        0\n",
       "146        1  56515.77545  0.03742  0.00010  0.04208        0\n",
       "147        1  56515.77559  0.03704  0.00009  0.04229        0\n",
       "148        1  56515.77573  0.03694  0.00009  0.04166        0\n",
       "149        1  56515.77587  0.03682  0.00009      NaN        0\n",
       "150        1  56515.79343  0.03719  0.00009      NaN        0\n",
       "151        1  56515.79356  0.03728  0.00010  0.04243        0\n",
       "152        1  56515.79370  0.03712  0.00009      NaN        0\n",
       "153        1  56515.79384  0.03767  0.00009  0.04301        0\n",
       "154        1  56515.79398  0.03747  0.00010      NaN        0\n",
       "155        1  56515.79523  0.03765  0.00009      NaN        0\n",
       "156        1  56515.79536  0.03720  0.00010  0.04271        0\n",
       "157        1  56515.79550  0.03783  0.00009      NaN        0\n",
       "158        1  56515.79564  0.03722  0.00009  0.04144        0\n",
       "159        1  56515.79578  0.03766  0.00009      NaN        0\n",
       "160        1  56515.79703  0.03689  0.00009      NaN        0\n",
       "161        1  56515.79717  0.03734  0.00010  0.04205        0\n",
       "162        1  56515.79731  0.03750  0.00009      NaN        0\n",
       "163        1  56515.79745  0.03684  0.00009  0.04158        0\n",
       "164        1  56515.79758  0.03738  0.00009      NaN        0\n",
       "\n",
       "[165 rows x 6 columns]"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sorted_ch1_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([  0,   5,  10,  15,  20,  25,  30,  35,  40,  45,  50,  55,  60,\n",
       "        65,  70,  75,  80,  85,  90,  95, 100, 105, 110, 115, 120, 125,\n",
       "       130, 135, 140, 145, 150, 155, 160])"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "np.arange(0, len(sorted_ch1_df), 5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "start of loop0\n",
      "0 0 0.0\n",
      "1 0 1.0\n",
      "2 0 2.07692310706\n",
      "3 0 3.15384627009\n",
      "4 0 4.23076943312\n",
      "0 0.000269999989541\n",
      "start of loop5\n",
      "5 1 0.0\n",
      "6 1 1.0\n",
      "7 1 2.07692298651\n",
      "8 1 3.15384597302\n",
      "9 1 4.15384597302\n",
      "0.000269999989541 0.000270000004093\n",
      "start of loop10\n",
      "10 2 0.0\n",
      "11 2 1.0\n",
      "12 2 2.25000010611\n",
      "13 2 3.33333359608\n",
      "14 2 4.50000033348\n",
      "0.000270000004093 0.000269999989541\n",
      "start of loop15\n",
      "15 3 0.0\n",
      "16 3 1.0\n",
      "17 3 2.24999995453\n",
      "18 3 3.41666655045\n",
      "19 3 4.49999984842\n",
      "0.000269999989541 0.000270000004093\n",
      "start of loop20\n",
      "20 4 0.0\n",
      "21 4 1.0\n",
      "22 4 1.00760456301\n",
      "23 4 1.01711026643\n",
      "24 4 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 5 0.0\n",
      "21 5 1.0\n",
      "22 5 1.00760456301\n",
      "23 5 1.01711026643\n",
      "24 5 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 6 0.0\n",
      "21 6 1.0\n",
      "22 6 1.00760456301\n",
      "23 6 1.01711026643\n",
      "24 6 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 7 0.0\n",
      "21 7 1.0\n",
      "22 7 1.00760456301\n",
      "23 7 1.01711026643\n",
      "24 7 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 8 0.0\n",
      "21 8 1.0\n",
      "22 8 1.00760456301\n",
      "23 8 1.01711026643\n",
      "24 8 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 9 0.0\n",
      "21 9 1.0\n",
      "22 9 1.00760456301\n",
      "23 9 1.01711026643\n",
      "24 9 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 10 0.0\n",
      "21 10 1.0\n",
      "22 10 1.00760456301\n",
      "23 10 1.01711026643\n",
      "24 10 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 11 0.0\n",
      "21 11 1.0\n",
      "22 11 1.00760456301\n",
      "23 11 1.01711026643\n",
      "24 11 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 12 0.0\n",
      "21 12 1.0\n",
      "22 12 1.00760456301\n",
      "23 12 1.01711026643\n",
      "24 12 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 13 0.0\n",
      "21 13 1.0\n",
      "22 13 1.00760456301\n",
      "23 13 1.01711026643\n",
      "24 13 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 14 0.0\n",
      "21 14 1.0\n",
      "22 14 1.00760456301\n",
      "23 14 1.01711026643\n",
      "24 14 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 15 0.0\n",
      "21 15 1.0\n",
      "22 15 1.00760456301\n",
      "23 15 1.01711026643\n",
      "24 15 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 16 0.0\n",
      "21 16 1.0\n",
      "22 16 1.00760456301\n",
      "23 16 1.01711026643\n",
      "24 16 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 17 0.0\n",
      "21 17 1.0\n",
      "22 17 1.00760456301\n",
      "23 17 1.01711026643\n",
      "24 17 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 18 0.0\n",
      "21 18 1.0\n",
      "22 18 1.00760456301\n",
      "23 18 1.01711026643\n",
      "24 18 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 19 0.0\n",
      "21 19 1.0\n",
      "22 19 1.00760456301\n",
      "23 19 1.01711026643\n",
      "24 19 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 20 0.0\n",
      "21 20 1.0\n",
      "22 20 1.00760456301\n",
      "23 20 1.01711026643\n",
      "24 20 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 21 0.0\n",
      "21 21 1.0\n",
      "22 21 1.00760456301\n",
      "23 21 1.01711026643\n",
      "24 21 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 22 0.0\n",
      "21 22 1.0\n",
      "22 22 1.00760456301\n",
      "23 22 1.01711026643\n",
      "24 22 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 23 0.0\n",
      "21 23 1.0\n",
      "22 23 1.00760456301\n",
      "23 23 1.01711026643\n",
      "24 23 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 24 0.0\n",
      "21 24 1.0\n",
      "22 24 1.00760456301\n",
      "23 24 1.01711026643\n",
      "24 24 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 25 0.0\n",
      "21 25 1.0\n",
      "22 25 1.00760456301\n",
      "23 25 1.01711026643\n",
      "24 25 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 26 0.0\n",
      "21 26 1.0\n",
      "22 26 1.00760456301\n",
      "23 26 1.01711026643\n",
      "24 26 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 27 0.0\n",
      "21 27 1.0\n",
      "22 27 1.00760456301\n",
      "23 27 1.01711026643\n",
      "24 27 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 28 0.0\n",
      "21 28 1.0\n",
      "22 28 1.00760456301\n",
      "23 28 1.01711026643\n",
      "24 28 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 29 0.0\n",
      "21 29 1.0\n",
      "22 29 1.00760456301\n",
      "23 29 1.01711026643\n",
      "24 29 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 30 0.0\n",
      "21 30 1.0\n",
      "22 30 1.00760456301\n",
      "23 30 1.01711026643\n",
      "24 30 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 31 0.0\n",
      "21 31 1.0\n",
      "22 31 1.00760456301\n",
      "23 31 1.01711026643\n",
      "24 31 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 32 0.0\n",
      "21 32 1.0\n",
      "22 32 1.00760456301\n",
      "23 32 1.01711026643\n",
      "24 32 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 33 0.0\n",
      "21 33 1.0\n",
      "22 33 1.00760456301\n",
      "23 33 1.01711026643\n",
      "24 33 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 34 0.0\n",
      "21 34 1.0\n",
      "22 34 1.00760456301\n",
      "23 34 1.01711026643\n",
      "24 34 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 35 0.0\n",
      "21 35 1.0\n",
      "22 35 1.00760456301\n",
      "23 35 1.01711026643\n",
      "24 35 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 36 0.0\n",
      "21 36 1.0\n",
      "22 36 1.00760456301\n",
      "23 36 1.01711026643\n",
      "24 36 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 37 0.0\n",
      "21 37 1.0\n",
      "22 37 1.00760456301\n",
      "23 37 1.01711026643\n",
      "24 37 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 38 0.0\n",
      "21 38 1.0\n",
      "22 38 1.00760456301\n",
      "23 38 1.01711026643\n",
      "24 38 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 39 0.0\n",
      "21 39 1.0\n",
      "22 39 1.00760456301\n",
      "23 39 1.01711026643\n",
      "24 39 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 40 0.0\n",
      "21 40 1.0\n",
      "22 40 1.00760456301\n",
      "23 40 1.01711026643\n",
      "24 40 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 41 0.0\n",
      "21 41 1.0\n",
      "22 41 1.00760456301\n",
      "23 41 1.01711026643\n",
      "24 41 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 42 0.0\n",
      "21 42 1.0\n",
      "22 42 1.00760456301\n",
      "23 42 1.01711026643\n",
      "24 42 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 43 0.0\n",
      "21 43 1.0\n",
      "22 43 1.00760456301\n",
      "23 43 1.01711026643\n",
      "24 43 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 44 0.0\n",
      "21 44 1.0\n",
      "22 44 1.00760456301\n",
      "23 44 1.01711026643\n",
      "24 44 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 45 0.0\n",
      "21 45 1.0\n",
      "22 45 1.00760456301\n",
      "23 45 1.01711026643\n",
      "24 45 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 46 0.0\n",
      "21 46 1.0\n",
      "22 46 1.00760456301\n",
      "23 46 1.01711026643\n",
      "24 46 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 47 0.0\n",
      "21 47 1.0\n",
      "22 47 1.00760456301\n",
      "23 47 1.01711026643\n",
      "24 47 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 48 0.0\n",
      "21 48 1.0\n",
      "22 48 1.00760456301\n",
      "23 48 1.01711026643\n",
      "24 48 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 49 0.0\n",
      "21 49 1.0\n",
      "22 49 1.00760456301\n",
      "23 49 1.01711026643\n",
      "24 49 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 50 0.0\n",
      "21 50 1.0\n",
      "22 50 1.00760456301\n",
      "23 50 1.01711026643\n",
      "24 50 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 51 0.0\n",
      "21 51 1.0\n",
      "22 51 1.00760456301\n",
      "23 51 1.01711026643\n",
      "24 51 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 52 0.0\n",
      "21 52 1.0\n",
      "22 52 1.00760456301\n",
      "23 52 1.01711026643\n",
      "24 52 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 53 0.0\n",
      "21 53 1.0\n",
      "22 53 1.00760456301\n",
      "23 53 1.01711026643\n",
      "24 53 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 54 0.0\n",
      "21 54 1.0\n",
      "22 54 1.00760456301\n",
      "23 54 1.01711026643\n",
      "24 54 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 55 0.0\n",
      "21 55 1.0\n",
      "22 55 1.00760456301\n",
      "23 55 1.01711026643\n",
      "24 55 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 56 0.0\n",
      "21 56 1.0\n",
      "22 56 1.00760456301\n",
      "23 56 1.01711026643\n",
      "24 56 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 57 0.0\n",
      "21 57 1.0\n",
      "22 57 1.00760456301\n",
      "23 57 1.01711026643\n",
      "24 57 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 58 0.0\n",
      "21 58 1.0\n",
      "22 58 1.00760456301\n",
      "23 58 1.01711026643\n",
      "24 58 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 59 0.0\n",
      "21 59 1.0\n",
      "22 59 1.00760456301\n",
      "23 59 1.01711026643\n",
      "24 59 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 60 0.0\n",
      "21 60 1.0\n",
      "22 60 1.00760456301\n",
      "23 60 1.01711026643\n",
      "24 60 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 61 0.0\n",
      "21 61 1.0\n",
      "22 61 1.00760456301\n",
      "23 61 1.01711026643\n",
      "24 61 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 62 0.0\n",
      "21 62 1.0\n",
      "22 62 1.00760456301\n",
      "23 62 1.01711026643\n",
      "24 62 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 63 0.0\n",
      "21 63 1.0\n",
      "22 63 1.00760456301\n",
      "23 63 1.01711026643\n",
      "24 63 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 64 0.0\n",
      "21 64 1.0\n",
      "22 64 1.00760456301\n",
      "23 64 1.01711026643\n",
      "24 64 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 65 0.0\n",
      "21 65 1.0\n",
      "22 65 1.00760456301\n",
      "23 65 1.01711026643\n",
      "24 65 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 66 0.0\n",
      "21 66 1.0\n",
      "22 66 1.00760456301\n",
      "23 66 1.01711026643\n",
      "24 66 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 67 0.0\n",
      "21 67 1.0\n",
      "22 67 1.00760456301\n",
      "23 67 1.01711026643\n",
      "24 67 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 68 0.0\n",
      "21 68 1.0\n",
      "22 68 1.00760456301\n",
      "23 68 1.01711026643\n",
      "24 68 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 69 0.0\n",
      "21 69 1.0\n",
      "22 69 1.00760456301\n",
      "23 69 1.01711026643\n",
      "24 69 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 70 0.0\n",
      "21 70 1.0\n",
      "22 70 1.00760456301\n",
      "23 70 1.01711026643\n",
      "24 70 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 71 0.0\n",
      "21 71 1.0\n",
      "22 71 1.00760456301\n",
      "23 71 1.01711026643\n",
      "24 71 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 72 0.0\n",
      "21 72 1.0\n",
      "22 72 1.00760456301\n",
      "23 72 1.01711026643\n",
      "24 72 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 73 0.0\n",
      "21 73 1.0\n",
      "22 73 1.00760456301\n",
      "23 73 1.01711026643\n",
      "24 73 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 74 0.0\n",
      "21 74 1.0\n",
      "22 74 1.00760456301\n",
      "23 74 1.01711026643\n",
      "24 74 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 75 0.0\n",
      "21 75 1.0\n",
      "22 75 1.00760456301\n",
      "23 75 1.01711026643\n",
      "24 75 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 76 0.0\n",
      "21 76 1.0\n",
      "22 76 1.00760456301\n",
      "23 76 1.01711026643\n",
      "24 76 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 77 0.0\n",
      "21 77 1.0\n",
      "22 77 1.00760456301\n",
      "23 77 1.01711026643\n",
      "24 77 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 78 0.0\n",
      "21 78 1.0\n",
      "22 78 1.00760456301\n",
      "23 78 1.01711026643\n",
      "24 78 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 79 0.0\n",
      "21 79 1.0\n",
      "22 79 1.00760456301\n",
      "23 79 1.01711026643\n",
      "24 79 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 80 0.0\n",
      "21 80 1.0\n",
      "22 80 1.00760456301\n",
      "23 80 1.01711026643\n",
      "24 80 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 81 0.0\n",
      "21 81 1.0\n",
      "22 81 1.00760456301\n",
      "23 81 1.01711026643\n",
      "24 81 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 82 0.0\n",
      "21 82 1.0\n",
      "22 82 1.00760456301\n",
      "23 82 1.01711026643\n",
      "24 82 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 83 0.0\n",
      "21 83 1.0\n",
      "22 83 1.00760456301\n",
      "23 83 1.01711026643\n",
      "24 83 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 84 0.0\n",
      "21 84 1.0\n",
      "22 84 1.00760456301\n",
      "23 84 1.01711026643\n",
      "24 84 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 85 0.0\n",
      "21 85 1.0\n",
      "22 85 1.00760456301\n",
      "23 85 1.01711026643\n",
      "24 85 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 86 0.0\n",
      "21 86 1.0\n",
      "22 86 1.00760456301\n",
      "23 86 1.01711026643\n",
      "24 86 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 87 0.0\n",
      "21 87 1.0\n",
      "22 87 1.00760456301\n",
      "23 87 1.01711026643\n",
      "24 87 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 88 0.0\n",
      "21 88 1.0\n",
      "22 88 1.00760456301\n",
      "23 88 1.01711026643\n",
      "24 88 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 89 0.0\n",
      "21 89 1.0\n",
      "22 89 1.00760456301\n",
      "23 89 1.01711026643\n",
      "24 89 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 90 0.0\n",
      "21 90 1.0\n",
      "22 90 1.00760456301\n",
      "23 90 1.01711026643\n",
      "24 90 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 91 0.0\n",
      "21 91 1.0\n",
      "22 91 1.00760456301\n",
      "23 91 1.01711026643\n",
      "24 91 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 92 0.0\n",
      "21 92 1.0\n",
      "22 92 1.00760456301\n",
      "23 92 1.01711026643\n",
      "24 92 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 93 0.0\n",
      "21 93 1.0\n",
      "22 93 1.00760456301\n",
      "23 93 1.01711026643\n",
      "24 93 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 94 0.0\n",
      "21 94 1.0\n",
      "22 94 1.00760456301\n",
      "23 94 1.01711026643\n",
      "24 94 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 95 0.0\n",
      "21 95 1.0\n",
      "22 95 1.00760456301\n",
      "23 95 1.01711026643\n",
      "24 95 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 96 0.0\n",
      "21 96 1.0\n",
      "22 96 1.00760456301\n",
      "23 96 1.01711026643\n",
      "24 96 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 97 0.0\n",
      "21 97 1.0\n",
      "22 97 1.00760456301\n",
      "23 97 1.01711026643\n",
      "24 97 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 98 0.0\n",
      "21 98 1.0\n",
      "22 98 1.00760456301\n",
      "23 98 1.01711026643\n",
      "24 98 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 99 0.0\n",
      "21 99 1.0\n",
      "22 99 1.00760456301\n",
      "23 99 1.01711026643\n",
      "24 99 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 100 0.0\n",
      "21 100 1.0\n",
      "22 100 1.00760456301\n",
      "23 100 1.01711026643\n",
      "24 100 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 101 0.0\n",
      "21 101 1.0\n",
      "22 101 1.00760456301\n",
      "23 101 1.01711026643\n",
      "24 101 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 102 0.0\n",
      "21 102 1.0\n",
      "22 102 1.00760456301\n",
      "23 102 1.01711026643\n",
      "24 102 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 103 0.0\n",
      "21 103 1.0\n",
      "22 103 1.00760456301\n",
      "23 103 1.01711026643\n",
      "24 103 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 104 0.0\n",
      "21 104 1.0\n",
      "22 104 1.00760456301\n",
      "23 104 1.01711026643\n",
      "24 104 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 105 0.0\n",
      "21 105 1.0\n",
      "22 105 1.00760456301\n",
      "23 105 1.01711026643\n",
      "24 105 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 106 0.0\n",
      "21 106 1.0\n",
      "22 106 1.00760456301\n",
      "23 106 1.01711026643\n",
      "24 106 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 107 0.0\n",
      "21 107 1.0\n",
      "22 107 1.00760456301\n",
      "23 107 1.01711026643\n",
      "24 107 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 108 0.0\n",
      "21 108 1.0\n",
      "22 108 1.00760456301\n",
      "23 108 1.01711026643\n",
      "24 108 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 109 0.0\n",
      "21 109 1.0\n",
      "22 109 1.00760456301\n",
      "23 109 1.01711026643\n",
      "24 109 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 110 0.0\n",
      "21 110 1.0\n",
      "22 110 1.00760456301\n",
      "23 110 1.01711026643\n",
      "24 110 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 111 0.0\n",
      "21 111 1.0\n",
      "22 111 1.00760456301\n",
      "23 111 1.01711026643\n",
      "24 111 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 112 0.0\n",
      "21 112 1.0\n",
      "22 112 1.00760456301\n",
      "23 112 1.01711026643\n",
      "24 112 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 113 0.0\n",
      "21 113 1.0\n",
      "22 113 1.00760456301\n",
      "23 113 1.01711026643\n",
      "24 113 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 114 0.0\n",
      "21 114 1.0\n",
      "22 114 1.00760456301\n",
      "23 114 1.01711026643\n",
      "24 114 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 115 0.0\n",
      "21 115 1.0\n",
      "22 115 1.00760456301\n",
      "23 115 1.01711026643\n",
      "24 115 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 116 0.0\n",
      "21 116 1.0\n",
      "22 116 1.00760456301\n",
      "23 116 1.01711026643\n",
      "24 116 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 117 0.0\n",
      "21 117 1.0\n",
      "22 117 1.00760456301\n",
      "23 117 1.01711026643\n",
      "24 117 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 118 0.0\n",
      "21 118 1.0\n",
      "22 118 1.00760456301\n",
      "23 118 1.01711026643\n",
      "24 118 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 119 0.0\n",
      "21 119 1.0\n",
      "22 119 1.00760456301\n",
      "23 119 1.01711026643\n",
      "24 119 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 120 0.0\n",
      "21 120 1.0\n",
      "22 120 1.00760456301\n",
      "23 120 1.01711026643\n",
      "24 120 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 121 0.0\n",
      "21 121 1.0\n",
      "22 121 1.00760456301\n",
      "23 121 1.01711026643\n",
      "24 121 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 122 0.0\n",
      "21 122 1.0\n",
      "22 122 1.00760456301\n",
      "23 122 1.01711026643\n",
      "24 122 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 123 0.0\n",
      "21 123 1.0\n",
      "22 123 1.00760456301\n",
      "23 123 1.01711026643\n",
      "24 123 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 124 0.0\n",
      "21 124 1.0\n",
      "22 124 1.00760456301\n",
      "23 124 1.01711026643\n",
      "24 124 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 125 0.0\n",
      "21 125 1.0\n",
      "22 125 1.00760456301\n",
      "23 125 1.01711026643\n",
      "24 125 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 126 0.0\n",
      "21 126 1.0\n",
      "22 126 1.00760456301\n",
      "23 126 1.01711026643\n",
      "24 126 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 127 0.0\n",
      "21 127 1.0\n",
      "22 127 1.00760456301\n",
      "23 127 1.01711026643\n",
      "24 127 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 128 0.0\n",
      "21 128 1.0\n",
      "22 128 1.00760456301\n",
      "23 128 1.01711026643\n",
      "24 128 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 129 0.0\n",
      "21 129 1.0\n",
      "22 129 1.00760456301\n",
      "23 129 1.01711026643\n",
      "24 129 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 130 0.0\n",
      "21 130 1.0\n",
      "22 130 1.00760456301\n",
      "23 130 1.01711026643\n",
      "24 130 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 131 0.0\n",
      "21 131 1.0\n",
      "22 131 1.00760456301\n",
      "23 131 1.01711026643\n",
      "24 131 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 132 0.0\n",
      "21 132 1.0\n",
      "22 132 1.00760456301\n",
      "23 132 1.01711026643\n",
      "24 132 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 133 0.0\n",
      "21 133 1.0\n",
      "22 133 1.00760456301\n",
      "23 133 1.01711026643\n",
      "24 133 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 134 0.0\n",
      "21 134 1.0\n",
      "22 134 1.00760456301\n",
      "23 134 1.01711026643\n",
      "24 134 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 135 0.0\n",
      "21 135 1.0\n",
      "22 135 1.00760456301\n",
      "23 135 1.01711026643\n",
      "24 135 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 136 0.0\n",
      "21 136 1.0\n",
      "22 136 1.00760456301\n",
      "23 136 1.01711026643\n",
      "24 136 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 137 0.0\n",
      "21 137 1.0\n",
      "22 137 1.00760456301\n",
      "23 137 1.01711026643\n",
      "24 137 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 138 0.0\n",
      "21 138 1.0\n",
      "22 138 1.00760456301\n",
      "23 138 1.01711026643\n",
      "24 138 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 139 0.0\n",
      "21 139 1.0\n",
      "22 139 1.00760456301\n",
      "23 139 1.01711026643\n",
      "24 139 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 140 0.0\n",
      "21 140 1.0\n",
      "22 140 1.00760456301\n",
      "23 140 1.01711026643\n",
      "24 140 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 141 0.0\n",
      "21 141 1.0\n",
      "22 141 1.00760456301\n",
      "23 141 1.01711026643\n",
      "24 141 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 142 0.0\n",
      "21 142 1.0\n",
      "22 142 1.00760456301\n",
      "23 142 1.01711026643\n",
      "24 142 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 143 0.0\n",
      "21 143 1.0\n",
      "22 143 1.00760456301\n",
      "23 143 1.01711026643\n",
      "24 143 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 144 0.0\n",
      "21 144 1.0\n",
      "22 144 1.00760456301\n",
      "23 144 1.01711026643\n",
      "24 144 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 145 0.0\n",
      "21 145 1.0\n",
      "22 145 1.00760456301\n",
      "23 145 1.01711026643\n",
      "24 145 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 146 0.0\n",
      "21 146 1.0\n",
      "22 146 1.00760456301\n",
      "23 146 1.01711026643\n",
      "24 146 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 147 0.0\n",
      "21 147 1.0\n",
      "22 147 1.00760456301\n",
      "23 147 1.01711026643\n",
      "24 147 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 148 0.0\n",
      "21 148 1.0\n",
      "22 148 1.00760456301\n",
      "23 148 1.01711026643\n",
      "24 148 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 149 0.0\n",
      "21 149 1.0\n",
      "22 149 1.00760456301\n",
      "23 149 1.01711026643\n",
      "24 149 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 150 0.0\n",
      "21 150 1.0\n",
      "22 150 1.00760456301\n",
      "23 150 1.01711026643\n",
      "24 150 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 151 0.0\n",
      "21 151 1.0\n",
      "22 151 1.00760456301\n",
      "23 151 1.01711026643\n",
      "24 151 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 152 0.0\n",
      "21 152 1.0\n",
      "22 152 1.00760456301\n",
      "23 152 1.01711026643\n",
      "24 152 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 153 0.0\n",
      "21 153 1.0\n",
      "22 153 1.00760456301\n",
      "23 153 1.01711026643\n",
      "24 153 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 154 0.0\n",
      "21 154 1.0\n",
      "22 154 1.00760456301\n",
      "23 154 1.01711026643\n",
      "24 154 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 155 0.0\n",
      "21 155 1.0\n",
      "22 155 1.00760456301\n",
      "23 155 1.01711026643\n",
      "24 155 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 156 0.0\n",
      "21 156 1.0\n",
      "22 156 1.00760456301\n",
      "23 156 1.01711026643\n",
      "24 156 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 157 0.0\n",
      "21 157 1.0\n",
      "22 157 1.00760456301\n",
      "23 157 1.01711026643\n",
      "24 157 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 158 0.0\n",
      "21 158 1.0\n",
      "22 158 1.00760456301\n",
      "23 158 1.01711026643\n",
      "24 158 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 159 0.0\n",
      "21 159 1.0\n",
      "22 159 1.00760456301\n",
      "23 159 1.01711026643\n",
      "24 159 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 160 0.0\n",
      "21 160 1.0\n",
      "22 160 1.00760456301\n",
      "23 160 1.01711026643\n",
      "24 160 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 161 0.0\n",
      "21 161 1.0\n",
      "22 161 1.00760456301\n",
      "23 161 1.01711026643\n",
      "24 161 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 162 0.0\n",
      "21 162 1.0\n",
      "22 162 1.00760456301\n",
      "23 162 1.01711026643\n",
      "24 162 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 163 0.0\n",
      "21 163 1.0\n",
      "22 163 1.00760456301\n",
      "23 163 1.01711026643\n",
      "24 163 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 164 0.0\n",
      "21 164 1.0\n",
      "22 164 1.00760456301\n",
      "23 164 1.01711026643\n",
      "24 164 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 165 0.0\n",
      "21 165 1.0\n",
      "22 165 1.00760456301\n",
      "23 165 1.01711026643\n",
      "24 165 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 166 0.0\n",
      "21 166 1.0\n",
      "22 166 1.00760456301\n",
      "23 166 1.01711026643\n",
      "24 166 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 167 0.0\n",
      "21 167 1.0\n",
      "22 167 1.00760456301\n",
      "23 167 1.01711026643\n",
      "24 167 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 168 0.0\n",
      "21 168 1.0\n",
      "22 168 1.00760456301\n",
      "23 168 1.01711026643\n",
      "24 168 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 169 0.0\n",
      "21 169 1.0\n",
      "22 169 1.00760456301\n",
      "23 169 1.01711026643\n",
      "24 169 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 170 0.0\n",
      "21 170 1.0\n",
      "22 170 1.00760456301\n",
      "23 170 1.01711026643\n",
      "24 170 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 171 0.0\n",
      "21 171 1.0\n",
      "22 171 1.00760456301\n",
      "23 171 1.01711026643\n",
      "24 171 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 172 0.0\n",
      "21 172 1.0\n",
      "22 172 1.00760456301\n",
      "23 172 1.01711026643\n",
      "24 172 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 173 0.0\n",
      "21 173 1.0\n",
      "22 173 1.00760456301\n",
      "23 173 1.01711026643\n",
      "24 173 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 174 0.0\n",
      "21 174 1.0\n",
      "22 174 1.00760456301\n",
      "23 174 1.01711026643\n",
      "24 174 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 175 0.0\n",
      "21 175 1.0\n",
      "22 175 1.00760456301\n",
      "23 175 1.01711026643\n",
      "24 175 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 176 0.0\n",
      "21 176 1.0\n",
      "22 176 1.00760456301\n",
      "23 176 1.01711026643\n",
      "24 176 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 177 0.0\n",
      "21 177 1.0\n",
      "22 177 1.00760456301\n",
      "23 177 1.01711026643\n",
      "24 177 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 178 0.0\n",
      "21 178 1.0\n",
      "22 178 1.00760456301\n",
      "23 178 1.01711026643\n",
      "24 178 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 179 0.0\n",
      "21 179 1.0\n",
      "22 179 1.00760456301\n",
      "23 179 1.01711026643\n",
      "24 179 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 180 0.0\n",
      "21 180 1.0\n",
      "22 180 1.00760456301\n",
      "23 180 1.01711026643\n",
      "24 180 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 181 0.0\n",
      "21 181 1.0\n",
      "22 181 1.00760456301\n",
      "23 181 1.01711026643\n",
      "24 181 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 182 0.0\n",
      "21 182 1.0\n",
      "22 182 1.00760456301\n",
      "23 182 1.01711026643\n",
      "24 182 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 183 0.0\n",
      "21 183 1.0\n",
      "22 183 1.00760456301\n",
      "23 183 1.01711026643\n",
      "24 183 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 184 0.0\n",
      "21 184 1.0\n",
      "22 184 1.00760456301\n",
      "23 184 1.01711026643\n",
      "24 184 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 185 0.0\n",
      "21 185 1.0\n",
      "22 185 1.00760456301\n",
      "23 185 1.01711026643\n",
      "24 185 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 186 0.0\n",
      "21 186 1.0\n",
      "22 186 1.00760456301\n",
      "23 186 1.01711026643\n",
      "24 186 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 187 0.0\n",
      "21 187 1.0\n",
      "22 187 1.00760456301\n",
      "23 187 1.01711026643\n",
      "24 187 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 188 0.0\n",
      "21 188 1.0\n",
      "22 188 1.00760456301\n",
      "23 188 1.01711026643\n",
      "24 188 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 189 0.0\n",
      "21 189 1.0\n",
      "22 189 1.00760456301\n",
      "23 189 1.01711026643\n",
      "24 189 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 190 0.0\n",
      "21 190 1.0\n",
      "22 190 1.00760456301\n",
      "23 190 1.01711026643\n",
      "24 190 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 191 0.0\n",
      "21 191 1.0\n",
      "22 191 1.00760456301\n",
      "23 191 1.01711026643\n",
      "24 191 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 192 0.0\n",
      "21 192 1.0\n",
      "22 192 1.00760456301\n",
      "23 192 1.01711026643\n",
      "24 192 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 193 0.0\n",
      "21 193 1.0\n",
      "22 193 1.00760456301\n",
      "23 193 1.01711026643\n",
      "24 193 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 194 0.0\n",
      "21 194 1.0\n",
      "22 194 1.00760456301\n",
      "23 194 1.01711026643\n",
      "24 194 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 195 0.0\n",
      "21 195 1.0\n",
      "22 195 1.00760456301\n",
      "23 195 1.01711026643\n",
      "24 195 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 196 0.0\n",
      "21 196 1.0\n",
      "22 196 1.00760456301\n",
      "23 196 1.01711026643\n",
      "24 196 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 197 0.0\n",
      "21 197 1.0\n",
      "22 197 1.00760456301\n",
      "23 197 1.01711026643\n",
      "24 197 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 198 0.0\n",
      "21 198 1.0\n",
      "22 198 1.00760456301\n",
      "23 198 1.01711026643\n",
      "24 198 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 199 0.0\n",
      "21 199 1.0\n",
      "22 199 1.00760456301\n",
      "23 199 1.01711026643\n",
      "24 199 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 200 0.0\n",
      "21 200 1.0\n",
      "22 200 1.00760456301\n",
      "23 200 1.01711026643\n",
      "24 200 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 201 0.0\n",
      "21 201 1.0\n",
      "22 201 1.00760456301\n",
      "23 201 1.01711026643\n",
      "24 201 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 202 0.0\n",
      "21 202 1.0\n",
      "22 202 1.00760456301\n",
      "23 202 1.01711026643\n",
      "24 202 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 203 0.0\n",
      "21 203 1.0\n",
      "22 203 1.00760456301\n",
      "23 203 1.01711026643\n",
      "24 203 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 204 0.0\n",
      "21 204 1.0\n",
      "22 204 1.00760456301\n",
      "23 204 1.01711026643\n",
      "24 204 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 205 0.0\n",
      "21 205 1.0\n",
      "22 205 1.00760456301\n",
      "23 205 1.01711026643\n",
      "24 205 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 206 0.0\n",
      "21 206 1.0\n",
      "22 206 1.00760456301\n",
      "23 206 1.01711026643\n",
      "24 206 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 207 0.0\n",
      "21 207 1.0\n",
      "22 207 1.00760456301\n",
      "23 207 1.01711026643\n",
      "24 207 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 208 0.0\n",
      "21 208 1.0\n",
      "22 208 1.00760456301\n",
      "23 208 1.01711026643\n",
      "24 208 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 209 0.0\n",
      "21 209 1.0\n",
      "22 209 1.00760456301\n",
      "23 209 1.01711026643\n",
      "24 209 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 210 0.0\n",
      "21 210 1.0\n",
      "22 210 1.00760456301\n",
      "23 210 1.01711026643\n",
      "24 210 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 211 0.0\n",
      "21 211 1.0\n",
      "22 211 1.00760456301\n",
      "23 211 1.01711026643\n",
      "24 211 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 212 0.0\n",
      "21 212 1.0\n",
      "22 212 1.00760456301\n",
      "23 212 1.01711026643\n",
      "24 212 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 213 0.0\n",
      "21 213 1.0\n",
      "22 213 1.00760456301\n",
      "23 213 1.01711026643\n",
      "24 213 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 214 0.0\n",
      "21 214 1.0\n",
      "22 214 1.00760456301\n",
      "23 214 1.01711026643\n",
      "24 214 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 215 0.0\n",
      "21 215 1.0\n",
      "22 215 1.00760456301\n",
      "23 215 1.01711026643\n",
      "24 215 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 216 0.0\n",
      "21 216 1.0\n",
      "22 216 1.00760456301\n",
      "23 216 1.01711026643\n",
      "24 216 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 217 0.0\n",
      "21 217 1.0\n",
      "22 217 1.00760456301\n",
      "23 217 1.01711026643\n",
      "24 217 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 218 0.0\n",
      "21 218 1.0\n",
      "22 218 1.00760456301\n",
      "23 218 1.01711026643\n",
      "24 218 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 219 0.0\n",
      "21 219 1.0\n",
      "22 219 1.00760456301\n",
      "23 219 1.01711026643\n",
      "24 219 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 220 0.0\n",
      "21 220 1.0\n",
      "22 220 1.00760456301\n",
      "23 220 1.01711026643\n",
      "24 220 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 221 0.0\n",
      "21 221 1.0\n",
      "22 221 1.00760456301\n",
      "23 221 1.01711026643\n",
      "24 221 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 222 0.0\n",
      "21 222 1.0\n",
      "22 222 1.00760456301\n",
      "23 222 1.01711026643\n",
      "24 222 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 223 0.0\n",
      "21 223 1.0\n",
      "22 223 1.00760456301\n",
      "23 223 1.01711026643\n",
      "24 223 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 224 0.0\n",
      "21 224 1.0\n",
      "22 224 1.00760456301\n",
      "23 224 1.01711026643\n",
      "24 224 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 225 0.0\n",
      "21 225 1.0\n",
      "22 225 1.00760456301\n",
      "23 225 1.01711026643\n",
      "24 225 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 226 0.0\n",
      "21 226 1.0\n",
      "22 226 1.00760456301\n",
      "23 226 1.01711026643\n",
      "24 226 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 227 0.0\n",
      "21 227 1.0\n",
      "22 227 1.00760456301\n",
      "23 227 1.01711026643\n",
      "24 227 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 228 0.0\n",
      "21 228 1.0\n",
      "22 228 1.00760456301\n",
      "23 228 1.01711026643\n",
      "24 228 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 229 0.0\n",
      "21 229 1.0\n",
      "22 229 1.00760456301\n",
      "23 229 1.01711026643\n",
      "24 229 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 230 0.0\n",
      "21 230 1.0\n",
      "22 230 1.00760456301\n",
      "23 230 1.01711026643\n",
      "24 230 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 231 0.0\n",
      "21 231 1.0\n",
      "22 231 1.00760456301\n",
      "23 231 1.01711026643\n",
      "24 231 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 232 0.0\n",
      "21 232 1.0\n",
      "22 232 1.00760456301\n",
      "23 232 1.01711026643\n",
      "24 232 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 233 0.0\n",
      "21 233 1.0\n",
      "22 233 1.00760456301\n",
      "23 233 1.01711026643\n",
      "24 233 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 234 0.0\n",
      "21 234 1.0\n",
      "22 234 1.00760456301\n",
      "23 234 1.01711026643\n",
      "24 234 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 235 0.0\n",
      "21 235 1.0\n",
      "22 235 1.00760456301\n",
      "23 235 1.01711026643\n",
      "24 235 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 236 0.0\n",
      "21 236 1.0\n",
      "22 236 1.00760456301\n",
      "23 236 1.01711026643\n",
      "24 236 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 237 0.0\n",
      "21 237 1.0\n",
      "22 237 1.00760456301\n",
      "23 237 1.01711026643\n",
      "24 237 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 238 0.0\n",
      "21 238 1.0\n",
      "22 238 1.00760456301\n",
      "23 238 1.01711026643\n",
      "24 238 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 239 0.0\n",
      "21 239 1.0\n",
      "22 239 1.00760456301\n",
      "23 239 1.01711026643\n",
      "24 239 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 240 0.0\n",
      "21 240 1.0\n",
      "22 240 1.00760456301\n",
      "23 240 1.01711026643\n",
      "24 240 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 241 0.0\n",
      "21 241 1.0\n",
      "22 241 1.00760456301\n",
      "23 241 1.01711026643\n",
      "24 241 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 242 0.0\n",
      "21 242 1.0\n",
      "22 242 1.00760456301\n",
      "23 242 1.01711026643\n",
      "24 242 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 243 0.0\n",
      "21 243 1.0\n",
      "22 243 1.00760456301\n",
      "23 243 1.01711026643\n",
      "24 243 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 244 0.0\n",
      "21 244 1.0\n",
      "22 244 1.00760456301\n",
      "23 244 1.01711026643\n",
      "24 244 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 245 0.0\n",
      "21 245 1.0\n",
      "22 245 1.00760456301\n",
      "23 245 1.01711026643\n",
      "24 245 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 246 0.0\n",
      "21 246 1.0\n",
      "22 246 1.00760456301\n",
      "23 246 1.01711026643\n",
      "24 246 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 247 0.0\n",
      "21 247 1.0\n",
      "22 247 1.00760456301\n",
      "23 247 1.01711026643\n",
      "24 247 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 248 0.0\n",
      "21 248 1.0\n",
      "22 248 1.00760456301\n",
      "23 248 1.01711026643\n",
      "24 248 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 249 0.0\n",
      "21 249 1.0\n",
      "22 249 1.00760456301\n",
      "23 249 1.01711026643\n",
      "24 249 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 250 0.0\n",
      "21 250 1.0\n",
      "22 250 1.00760456301\n",
      "23 250 1.01711026643\n",
      "24 250 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 251 0.0\n",
      "21 251 1.0\n",
      "22 251 1.00760456301\n",
      "23 251 1.01711026643\n",
      "24 251 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 252 0.0\n",
      "21 252 1.0\n",
      "22 252 1.00760456301\n",
      "23 252 1.01711026643\n",
      "24 252 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 253 0.0\n",
      "21 253 1.0\n",
      "22 253 1.00760456301\n",
      "23 253 1.01711026643\n",
      "24 253 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 254 0.0\n",
      "21 254 1.0\n",
      "22 254 1.00760456301\n",
      "23 254 1.01711026643\n",
      "24 254 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 255 0.0\n",
      "21 255 1.0\n",
      "22 255 1.00760456301\n",
      "23 255 1.01711026643\n",
      "24 255 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 256 0.0\n",
      "21 256 1.0\n",
      "22 256 1.00760456301\n",
      "23 256 1.01711026643\n",
      "24 256 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 257 0.0\n",
      "21 257 1.0\n",
      "22 257 1.00760456301\n",
      "23 257 1.01711026643\n",
      "24 257 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 258 0.0\n",
      "21 258 1.0\n",
      "22 258 1.00760456301\n",
      "23 258 1.01711026643\n",
      "24 258 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 259 0.0\n",
      "21 259 1.0\n",
      "22 259 1.00760456301\n",
      "23 259 1.01711026643\n",
      "24 259 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 260 0.0\n",
      "21 260 1.0\n",
      "22 260 1.00760456301\n",
      "23 260 1.01711026643\n",
      "24 260 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 261 0.0\n",
      "21 261 1.0\n",
      "22 261 1.00760456301\n",
      "23 261 1.01711026643\n",
      "24 261 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 262 0.0\n",
      "21 262 1.0\n",
      "22 262 1.00760456301\n",
      "23 262 1.01711026643\n",
      "24 262 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 263 0.0\n",
      "21 263 1.0\n",
      "22 263 1.00760456301\n",
      "23 263 1.01711026643\n",
      "24 263 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 264 0.0\n",
      "21 264 1.0\n",
      "22 264 1.00760456301\n",
      "23 264 1.01711026643\n",
      "24 264 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 265 0.0\n",
      "21 265 1.0\n",
      "22 265 1.00760456301\n",
      "23 265 1.01711026643\n",
      "24 265 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 266 0.0\n",
      "21 266 1.0\n",
      "22 266 1.00760456301\n",
      "23 266 1.01711026643\n",
      "24 266 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 267 0.0\n",
      "21 267 1.0\n",
      "22 267 1.00760456301\n",
      "23 267 1.01711026643\n",
      "24 267 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 268 0.0\n",
      "21 268 1.0\n",
      "22 268 1.00760456301\n",
      "23 268 1.01711026643\n",
      "24 268 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 269 0.0\n",
      "21 269 1.0\n",
      "22 269 1.00760456301\n",
      "23 269 1.01711026643\n",
      "24 269 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 270 0.0\n",
      "21 270 1.0\n",
      "22 270 1.00760456301\n",
      "23 270 1.01711026643\n",
      "24 270 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 271 0.0\n",
      "21 271 1.0\n",
      "22 271 1.00760456301\n",
      "23 271 1.01711026643\n",
      "24 271 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 272 0.0\n",
      "21 272 1.0\n",
      "22 272 1.00760456301\n",
      "23 272 1.01711026643\n",
      "24 272 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 273 0.0\n",
      "21 273 1.0\n",
      "22 273 1.00760456301\n",
      "23 273 1.01711026643\n",
      "24 273 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 274 0.0\n",
      "21 274 1.0\n",
      "22 274 1.00760456301\n",
      "23 274 1.01711026643\n",
      "24 274 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 275 0.0\n",
      "21 275 1.0\n",
      "22 275 1.00760456301\n",
      "23 275 1.01711026643\n",
      "24 275 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 276 0.0\n",
      "21 276 1.0\n",
      "22 276 1.00760456301\n",
      "23 276 1.01711026643\n",
      "24 276 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 277 0.0\n",
      "21 277 1.0\n",
      "22 277 1.00760456301\n",
      "23 277 1.01711026643\n",
      "24 277 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 278 0.0\n",
      "21 278 1.0\n",
      "22 278 1.00760456301\n",
      "23 278 1.01711026643\n",
      "24 278 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 279 0.0\n",
      "21 279 1.0\n",
      "22 279 1.00760456301\n",
      "23 279 1.01711026643\n",
      "24 279 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 280 0.0\n",
      "21 280 1.0\n",
      "22 280 1.00760456301\n",
      "23 280 1.01711026643\n",
      "24 280 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 281 0.0\n",
      "21 281 1.0\n",
      "22 281 1.00760456301\n",
      "23 281 1.01711026643\n",
      "24 281 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 282 0.0\n",
      "21 282 1.0\n",
      "22 282 1.00760456301\n",
      "23 282 1.01711026643\n",
      "24 282 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 283 0.0\n",
      "21 283 1.0\n",
      "22 283 1.00760456301\n",
      "23 283 1.01711026643\n",
      "24 283 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 284 0.0\n",
      "21 284 1.0\n",
      "22 284 1.00760456301\n",
      "23 284 1.01711026643\n",
      "24 284 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 285 0.0\n",
      "21 285 1.0\n",
      "22 285 1.00760456301\n",
      "23 285 1.01711026643\n",
      "24 285 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 286 0.0\n",
      "21 286 1.0\n",
      "22 286 1.00760456301\n",
      "23 286 1.01711026643\n",
      "24 286 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 287 0.0\n",
      "21 287 1.0\n",
      "22 287 1.00760456301\n",
      "23 287 1.01711026643\n",
      "24 287 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 288 0.0\n",
      "21 288 1.0\n",
      "22 288 1.00760456301\n",
      "23 288 1.01711026643\n",
      "24 288 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 289 0.0\n",
      "21 289 1.0\n",
      "22 289 1.00760456301\n",
      "23 289 1.01711026643\n",
      "24 289 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 290 0.0\n",
      "21 290 1.0\n",
      "22 290 1.00760456301\n",
      "23 290 1.01711026643\n",
      "24 290 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 291 0.0\n",
      "21 291 1.0\n",
      "22 291 1.00760456301\n",
      "23 291 1.01711026643\n",
      "24 291 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 292 0.0\n",
      "21 292 1.0\n",
      "22 292 1.00760456301\n",
      "23 292 1.01711026643\n",
      "24 292 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 293 0.0\n",
      "21 293 1.0\n",
      "22 293 1.00760456301\n",
      "23 293 1.01711026643\n",
      "24 293 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 294 0.0\n",
      "21 294 1.0\n",
      "22 294 1.00760456301\n",
      "23 294 1.01711026643\n",
      "24 294 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 295 0.0\n",
      "21 295 1.0\n",
      "22 295 1.00760456301\n",
      "23 295 1.01711026643\n",
      "24 295 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 296 0.0\n",
      "21 296 1.0\n",
      "22 296 1.00760456301\n",
      "23 296 1.01711026643\n",
      "24 296 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 297 0.0\n",
      "21 297 1.0\n",
      "22 297 1.00760456301\n",
      "23 297 1.01711026643\n",
      "24 297 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 298 0.0\n",
      "21 298 1.0\n",
      "22 298 1.00760456301\n",
      "23 298 1.01711026643\n",
      "24 298 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 299 0.0\n",
      "21 299 1.0\n",
      "22 299 1.00760456301\n",
      "23 299 1.01711026643\n",
      "24 299 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 300 0.0\n",
      "21 300 1.0\n",
      "22 300 1.00760456301\n",
      "23 300 1.01711026643\n",
      "24 300 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 301 0.0\n",
      "21 301 1.0\n",
      "22 301 1.00760456301\n",
      "23 301 1.01711026643\n",
      "24 301 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 302 0.0\n",
      "21 302 1.0\n",
      "22 302 1.00760456301\n",
      "23 302 1.01711026643\n",
      "24 302 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 303 0.0\n",
      "21 303 1.0\n",
      "22 303 1.00760456301\n",
      "23 303 1.01711026643\n",
      "24 303 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 304 0.0\n",
      "21 304 1.0\n",
      "22 304 1.00760456301\n",
      "23 304 1.01711026643\n",
      "24 304 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 305 0.0\n",
      "21 305 1.0\n",
      "22 305 1.00760456301\n",
      "23 305 1.01711026643\n",
      "24 305 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 306 0.0\n",
      "21 306 1.0\n",
      "22 306 1.00760456301\n",
      "23 306 1.01711026643\n",
      "24 306 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 307 0.0\n",
      "21 307 1.0\n",
      "22 307 1.00760456301\n",
      "23 307 1.01711026643\n",
      "24 307 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 308 0.0\n",
      "21 308 1.0\n",
      "22 308 1.00760456301\n",
      "23 308 1.01711026643\n",
      "24 308 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 309 0.0\n",
      "21 309 1.0\n",
      "22 309 1.00760456301\n",
      "23 309 1.01711026643\n",
      "24 309 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 310 0.0\n",
      "21 310 1.0\n",
      "22 310 1.00760456301\n",
      "23 310 1.01711026643\n",
      "24 310 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 311 0.0\n",
      "21 311 1.0\n",
      "22 311 1.00760456301\n",
      "23 311 1.01711026643\n",
      "24 311 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 312 0.0\n",
      "21 312 1.0\n",
      "22 312 1.00760456301\n",
      "23 312 1.01711026643\n",
      "24 312 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 313 0.0\n",
      "21 313 1.0\n",
      "22 313 1.00760456301\n",
      "23 313 1.01711026643\n",
      "24 313 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 314 0.0\n",
      "21 314 1.0\n",
      "22 314 1.00760456301\n",
      "23 314 1.01711026643\n",
      "24 314 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 315 0.0\n",
      "21 315 1.0\n",
      "22 315 1.00760456301\n",
      "23 315 1.01711026643\n",
      "24 315 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 316 0.0\n",
      "21 316 1.0\n",
      "22 316 1.00760456301\n",
      "23 316 1.01711026643\n",
      "24 316 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 317 0.0\n",
      "21 317 1.0\n",
      "22 317 1.00760456301\n",
      "23 317 1.01711026643\n",
      "24 317 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 318 0.0\n",
      "21 318 1.0\n",
      "22 318 1.00760456301\n",
      "23 318 1.01711026643\n",
      "24 318 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 319 0.0\n",
      "21 319 1.0\n",
      "22 319 1.00760456301\n",
      "23 319 1.01711026643\n",
      "24 319 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 320 0.0\n",
      "21 320 1.0\n",
      "22 320 1.00760456301\n",
      "23 320 1.01711026643\n",
      "24 320 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 321 0.0\n",
      "21 321 1.0\n",
      "22 321 1.00760456301\n",
      "23 321 1.01711026643\n",
      "24 321 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 322 0.0\n",
      "21 322 1.0\n",
      "22 322 1.00760456301\n",
      "23 322 1.01711026643\n",
      "24 322 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 323 0.0\n",
      "21 323 1.0\n",
      "22 323 1.00760456301\n",
      "23 323 1.01711026643\n",
      "24 323 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 324 0.0\n",
      "21 324 1.0\n",
      "22 324 1.00760456301\n",
      "23 324 1.01711026643\n",
      "24 324 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 325 0.0\n",
      "21 325 1.0\n",
      "22 325 1.00760456301\n",
      "23 325 1.01711026643\n",
      "24 325 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 326 0.0\n",
      "21 326 1.0\n",
      "22 326 1.00760456301\n",
      "23 326 1.01711026643\n",
      "24 326 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 327 0.0\n",
      "21 327 1.0\n",
      "22 327 1.00760456301\n",
      "23 327 1.01711026643\n",
      "24 327 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 328 0.0\n",
      "21 328 1.0\n",
      "22 328 1.00760456301\n",
      "23 328 1.01711026643\n",
      "24 328 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 329 0.0\n",
      "21 329 1.0\n",
      "22 329 1.00760456301\n",
      "23 329 1.01711026643\n",
      "24 329 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 330 0.0\n",
      "21 330 1.0\n",
      "22 330 1.00760456301\n",
      "23 330 1.01711026643\n",
      "24 330 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 331 0.0\n",
      "21 331 1.0\n",
      "22 331 1.00760456301\n",
      "23 331 1.01711026643\n",
      "24 331 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 332 0.0\n",
      "21 332 1.0\n",
      "22 332 1.00760456301\n",
      "23 332 1.01711026643\n",
      "24 332 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 333 0.0\n",
      "21 333 1.0\n",
      "22 333 1.00760456301\n",
      "23 333 1.01711026643\n",
      "24 333 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 334 0.0\n",
      "21 334 1.0\n",
      "22 334 1.00760456301\n",
      "23 334 1.01711026643\n",
      "24 334 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 335 0.0\n",
      "21 335 1.0\n",
      "22 335 1.00760456301\n",
      "23 335 1.01711026643\n",
      "24 335 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 336 0.0\n",
      "21 336 1.0\n",
      "22 336 1.00760456301\n",
      "23 336 1.01711026643\n",
      "24 336 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 337 0.0\n",
      "21 337 1.0\n",
      "22 337 1.00760456301\n",
      "23 337 1.01711026643\n",
      "24 337 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 338 0.0\n",
      "21 338 1.0\n",
      "22 338 1.00760456301\n",
      "23 338 1.01711026643\n",
      "24 338 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 339 0.0\n",
      "21 339 1.0\n",
      "22 339 1.00760456301\n",
      "23 339 1.01711026643\n",
      "24 339 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 340 0.0\n",
      "21 340 1.0\n",
      "22 340 1.00760456301\n",
      "23 340 1.01711026643\n",
      "24 340 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 341 0.0\n",
      "21 341 1.0\n",
      "22 341 1.00760456301\n",
      "23 341 1.01711026643\n",
      "24 341 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 342 0.0\n",
      "21 342 1.0\n",
      "22 342 1.00760456301\n",
      "23 342 1.01711026643\n",
      "24 342 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 343 0.0\n",
      "21 343 1.0\n",
      "22 343 1.00760456301\n",
      "23 343 1.01711026643\n",
      "24 343 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 344 0.0\n",
      "21 344 1.0\n",
      "22 344 1.00760456301\n",
      "23 344 1.01711026643\n",
      "24 344 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 345 0.0\n",
      "21 345 1.0\n",
      "22 345 1.00760456301\n",
      "23 345 1.01711026643\n",
      "24 345 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 346 0.0\n",
      "21 346 1.0\n",
      "22 346 1.00760456301\n",
      "23 346 1.01711026643\n",
      "24 346 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 347 0.0\n",
      "21 347 1.0\n",
      "22 347 1.00760456301\n",
      "23 347 1.01711026643\n",
      "24 347 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 348 0.0\n",
      "21 348 1.0\n",
      "22 348 1.00760456301\n",
      "23 348 1.01711026643\n",
      "24 348 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 349 0.0\n",
      "21 349 1.0\n",
      "22 349 1.00760456301\n",
      "23 349 1.01711026643\n",
      "24 349 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 350 0.0\n",
      "21 350 1.0\n",
      "22 350 1.00760456301\n",
      "23 350 1.01711026643\n",
      "24 350 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 351 0.0\n",
      "21 351 1.0\n",
      "22 351 1.00760456301\n",
      "23 351 1.01711026643\n",
      "24 351 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 352 0.0\n",
      "21 352 1.0\n",
      "22 352 1.00760456301\n",
      "23 352 1.01711026643\n",
      "24 352 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 353 0.0\n",
      "21 353 1.0\n",
      "22 353 1.00760456301\n",
      "23 353 1.01711026643\n",
      "24 353 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 354 0.0\n",
      "21 354 1.0\n",
      "22 354 1.00760456301\n",
      "23 354 1.01711026643\n",
      "24 354 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 355 0.0\n",
      "21 355 1.0\n",
      "22 355 1.00760456301\n",
      "23 355 1.01711026643\n",
      "24 355 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 356 0.0\n",
      "21 356 1.0\n",
      "22 356 1.00760456301\n",
      "23 356 1.01711026643\n",
      "24 356 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 357 0.0\n",
      "21 357 1.0\n",
      "22 357 1.00760456301\n",
      "23 357 1.01711026643\n",
      "24 357 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 358 0.0\n",
      "21 358 1.0\n",
      "22 358 1.00760456301\n",
      "23 358 1.01711026643\n",
      "24 358 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 359 0.0\n",
      "21 359 1.0\n",
      "22 359 1.00760456301\n",
      "23 359 1.01711026643\n",
      "24 359 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 360 0.0\n",
      "21 360 1.0\n",
      "22 360 1.00760456301\n",
      "23 360 1.01711026643\n",
      "24 360 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 361 0.0\n",
      "21 361 1.0\n",
      "22 361 1.00760456301\n",
      "23 361 1.01711026643\n",
      "24 361 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 362 0.0\n",
      "21 362 1.0\n",
      "22 362 1.00760456301\n",
      "23 362 1.01711026643\n",
      "24 362 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 363 0.0\n",
      "21 363 1.0\n",
      "22 363 1.00760456301\n",
      "23 363 1.01711026643\n",
      "24 363 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 364 0.0\n",
      "21 364 1.0\n",
      "22 364 1.00760456301\n",
      "23 364 1.01711026643\n",
      "24 364 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 365 0.0\n",
      "21 365 1.0\n",
      "22 365 1.00760456301\n",
      "23 365 1.01711026643\n",
      "24 365 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 366 0.0\n",
      "21 366 1.0\n",
      "22 366 1.00760456301\n",
      "23 366 1.01711026643\n",
      "24 366 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 367 0.0\n",
      "21 367 1.0\n",
      "22 367 1.00760456301\n",
      "23 367 1.01711026643\n",
      "24 367 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 368 0.0\n",
      "21 368 1.0\n",
      "22 368 1.00760456301\n",
      "23 368 1.01711026643\n",
      "24 368 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 369 0.0\n",
      "21 369 1.0\n",
      "22 369 1.00760456301\n",
      "23 369 1.01711026643\n",
      "24 369 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 370 0.0\n",
      "21 370 1.0\n",
      "22 370 1.00760456301\n",
      "23 370 1.01711026643\n",
      "24 370 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 371 0.0\n",
      "21 371 1.0\n",
      "22 371 1.00760456301\n",
      "23 371 1.01711026643\n",
      "24 371 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 372 0.0\n",
      "21 372 1.0\n",
      "22 372 1.00760456301\n",
      "23 372 1.01711026643\n",
      "24 372 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 373 0.0\n",
      "21 373 1.0\n",
      "22 373 1.00760456301\n",
      "23 373 1.01711026643\n",
      "24 373 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 374 0.0\n",
      "21 374 1.0\n",
      "22 374 1.00760456301\n",
      "23 374 1.01711026643\n",
      "24 374 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 375 0.0\n",
      "21 375 1.0\n",
      "22 375 1.00760456301\n",
      "23 375 1.01711026643\n",
      "24 375 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 376 0.0\n",
      "21 376 1.0\n",
      "22 376 1.00760456301\n",
      "23 376 1.01711026643\n",
      "24 376 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 377 0.0\n",
      "21 377 1.0\n",
      "22 377 1.00760456301\n",
      "23 377 1.01711026643\n",
      "24 377 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 378 0.0\n",
      "21 378 1.0\n",
      "22 378 1.00760456301\n",
      "23 378 1.01711026643\n",
      "24 378 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 379 0.0\n",
      "21 379 1.0\n",
      "22 379 1.00760456301\n",
      "23 379 1.01711026643\n",
      "24 379 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 380 0.0\n",
      "21 380 1.0\n",
      "22 380 1.00760456301\n",
      "23 380 1.01711026643\n",
      "24 380 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 381 0.0\n",
      "21 381 1.0\n",
      "22 381 1.00760456301\n",
      "23 381 1.01711026643\n",
      "24 381 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 382 0.0\n",
      "21 382 1.0\n",
      "22 382 1.00760456301\n",
      "23 382 1.01711026643\n",
      "24 382 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 383 0.0\n",
      "21 383 1.0\n",
      "22 383 1.00760456301\n",
      "23 383 1.01711026643\n",
      "24 383 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 384 0.0\n",
      "21 384 1.0\n",
      "22 384 1.00760456301\n",
      "23 384 1.01711026643\n",
      "24 384 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 385 0.0\n",
      "21 385 1.0\n",
      "22 385 1.00760456301\n",
      "23 385 1.01711026643\n",
      "24 385 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 386 0.0\n",
      "21 386 1.0\n",
      "22 386 1.00760456301\n",
      "23 386 1.01711026643\n",
      "24 386 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 387 0.0\n",
      "21 387 1.0\n",
      "22 387 1.00760456301\n",
      "23 387 1.01711026643\n",
      "24 387 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 388 0.0\n",
      "21 388 1.0\n",
      "22 388 1.00760456301\n",
      "23 388 1.01711026643\n",
      "24 388 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 389 0.0\n",
      "21 389 1.0\n",
      "22 389 1.00760456301\n",
      "23 389 1.01711026643\n",
      "24 389 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 390 0.0\n",
      "21 390 1.0\n",
      "22 390 1.00760456301\n",
      "23 390 1.01711026643\n",
      "24 390 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 391 0.0\n",
      "21 391 1.0\n",
      "22 391 1.00760456301\n",
      "23 391 1.01711026643\n",
      "24 391 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 392 0.0\n",
      "21 392 1.0\n",
      "22 392 1.00760456301\n",
      "23 392 1.01711026643\n",
      "24 392 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 393 0.0\n",
      "21 393 1.0\n",
      "22 393 1.00760456301\n",
      "23 393 1.01711026643\n",
      "24 393 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 394 0.0\n",
      "21 394 1.0\n",
      "22 394 1.00760456301\n",
      "23 394 1.01711026643\n",
      "24 394 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 395 0.0\n",
      "21 395 1.0\n",
      "22 395 1.00760456301\n",
      "23 395 1.01711026643\n",
      "24 395 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 396 0.0\n",
      "21 396 1.0\n",
      "22 396 1.00760456301\n",
      "23 396 1.01711026643\n",
      "24 396 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 397 0.0\n",
      "21 397 1.0\n",
      "22 397 1.00760456301\n",
      "23 397 1.01711026643\n",
      "24 397 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 398 0.0\n",
      "21 398 1.0\n",
      "22 398 1.00760456301\n",
      "23 398 1.01711026643\n",
      "24 398 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 399 0.0\n",
      "21 399 1.0\n",
      "22 399 1.00760456301\n",
      "23 399 1.01711026643\n",
      "24 399 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 400 0.0\n",
      "21 400 1.0\n",
      "22 400 1.00760456301\n",
      "23 400 1.01711026643\n",
      "24 400 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 401 0.0\n",
      "21 401 1.0\n",
      "22 401 1.00760456301\n",
      "23 401 1.01711026643\n",
      "24 401 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 402 0.0\n",
      "21 402 1.0\n",
      "22 402 1.00760456301\n",
      "23 402 1.01711026643\n",
      "24 402 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 403 0.0\n",
      "21 403 1.0\n",
      "22 403 1.00760456301\n",
      "23 403 1.01711026643\n",
      "24 403 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 404 0.0\n",
      "21 404 1.0\n",
      "22 404 1.00760456301\n",
      "23 404 1.01711026643\n",
      "24 404 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 405 0.0\n",
      "21 405 1.0\n",
      "22 405 1.00760456301\n",
      "23 405 1.01711026643\n",
      "24 405 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 406 0.0\n",
      "21 406 1.0\n",
      "22 406 1.00760456301\n",
      "23 406 1.01711026643\n",
      "24 406 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 407 0.0\n",
      "21 407 1.0\n",
      "22 407 1.00760456301\n",
      "23 407 1.01711026643\n",
      "24 407 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 408 0.0\n",
      "21 408 1.0\n",
      "22 408 1.00760456301\n",
      "23 408 1.01711026643\n",
      "24 408 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 409 0.0\n",
      "21 409 1.0\n",
      "22 409 1.00760456301\n",
      "23 409 1.01711026643\n",
      "24 409 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 410 0.0\n",
      "21 410 1.0\n",
      "22 410 1.00760456301\n",
      "23 410 1.01711026643\n",
      "24 410 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 411 0.0\n",
      "21 411 1.0\n",
      "22 411 1.00760456301\n",
      "23 411 1.01711026643\n",
      "24 411 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 412 0.0\n",
      "21 412 1.0\n",
      "22 412 1.00760456301\n",
      "23 412 1.01711026643\n",
      "24 412 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 413 0.0\n",
      "21 413 1.0\n",
      "22 413 1.00760456301\n",
      "23 413 1.01711026643\n",
      "24 413 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 414 0.0\n",
      "21 414 1.0\n",
      "22 414 1.00760456301\n",
      "23 414 1.01711026643\n",
      "24 414 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 415 0.0\n",
      "21 415 1.0\n",
      "22 415 1.00760456301\n",
      "23 415 1.01711026643\n",
      "24 415 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 416 0.0\n",
      "21 416 1.0\n",
      "22 416 1.00760456301\n",
      "23 416 1.01711026643\n",
      "24 416 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 417 0.0\n",
      "21 417 1.0\n",
      "22 417 1.00760456301\n",
      "23 417 1.01711026643\n",
      "24 417 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 418 0.0\n",
      "21 418 1.0\n",
      "22 418 1.00760456301\n",
      "23 418 1.01711026643\n",
      "24 418 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 419 0.0\n",
      "21 419 1.0\n",
      "22 419 1.00760456301\n",
      "23 419 1.01711026643\n",
      "24 419 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 420 0.0\n",
      "21 420 1.0\n",
      "22 420 1.00760456301\n",
      "23 420 1.01711026643\n",
      "24 420 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 421 0.0\n",
      "21 421 1.0\n",
      "22 421 1.00760456301\n",
      "23 421 1.01711026643\n",
      "24 421 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 422 0.0\n",
      "21 422 1.0\n",
      "22 422 1.00760456301\n",
      "23 422 1.01711026643\n",
      "24 422 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 423 0.0\n",
      "21 423 1.0\n",
      "22 423 1.00760456301\n",
      "23 423 1.01711026643\n",
      "24 423 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 424 0.0\n",
      "21 424 1.0\n",
      "22 424 1.00760456301\n",
      "23 424 1.01711026643\n",
      "24 424 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 425 0.0\n",
      "21 425 1.0\n",
      "22 425 1.00760456301\n",
      "23 425 1.01711026643\n",
      "24 425 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 426 0.0\n",
      "21 426 1.0\n",
      "22 426 1.00760456301\n",
      "23 426 1.01711026643\n",
      "24 426 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 427 0.0\n",
      "21 427 1.0\n",
      "22 427 1.00760456301\n",
      "23 427 1.01711026643\n",
      "24 427 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 428 0.0\n",
      "21 428 1.0\n",
      "22 428 1.00760456301\n",
      "23 428 1.01711026643\n",
      "24 428 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 429 0.0\n",
      "21 429 1.0\n",
      "22 429 1.00760456301\n",
      "23 429 1.01711026643\n",
      "24 429 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 430 0.0\n",
      "21 430 1.0\n",
      "22 430 1.00760456301\n",
      "23 430 1.01711026643\n",
      "24 430 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 431 0.0\n",
      "21 431 1.0\n",
      "22 431 1.00760456301\n",
      "23 431 1.01711026643\n",
      "24 431 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 432 0.0\n",
      "21 432 1.0\n",
      "22 432 1.00760456301\n",
      "23 432 1.01711026643\n",
      "24 432 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 433 0.0\n",
      "21 433 1.0\n",
      "22 433 1.00760456301\n",
      "23 433 1.01711026643\n",
      "24 433 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 434 0.0\n",
      "21 434 1.0\n",
      "22 434 1.00760456301\n",
      "23 434 1.01711026643\n",
      "24 434 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 435 0.0\n",
      "21 435 1.0\n",
      "22 435 1.00760456301\n",
      "23 435 1.01711026643\n",
      "24 435 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 436 0.0\n",
      "21 436 1.0\n",
      "22 436 1.00760456301\n",
      "23 436 1.01711026643\n",
      "24 436 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 437 0.0\n",
      "21 437 1.0\n",
      "22 437 1.00760456301\n",
      "23 437 1.01711026643\n",
      "24 437 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 438 0.0\n",
      "21 438 1.0\n",
      "22 438 1.00760456301\n",
      "23 438 1.01711026643\n",
      "24 438 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 439 0.0\n",
      "21 439 1.0\n",
      "22 439 1.00760456301\n",
      "23 439 1.01711026643\n",
      "24 439 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 440 0.0\n",
      "21 440 1.0\n",
      "22 440 1.00760456301\n",
      "23 440 1.01711026643\n",
      "24 440 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 441 0.0\n",
      "21 441 1.0\n",
      "22 441 1.00760456301\n",
      "23 441 1.01711026643\n",
      "24 441 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 442 0.0\n",
      "21 442 1.0\n",
      "22 442 1.00760456301\n",
      "23 442 1.01711026643\n",
      "24 442 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 443 0.0\n",
      "21 443 1.0\n",
      "22 443 1.00760456301\n",
      "23 443 1.01711026643\n",
      "24 443 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 444 0.0\n",
      "21 444 1.0\n",
      "22 444 1.00760456301\n",
      "23 444 1.01711026643\n",
      "24 444 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 445 0.0\n",
      "21 445 1.0\n",
      "22 445 1.00760456301\n",
      "23 445 1.01711026643\n",
      "24 445 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 446 0.0\n",
      "21 446 1.0\n",
      "22 446 1.00760456301\n",
      "23 446 1.01711026643\n",
      "24 446 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 447 0.0\n",
      "21 447 1.0\n",
      "22 447 1.00760456301\n",
      "23 447 1.01711026643\n",
      "24 447 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 448 0.0\n",
      "21 448 1.0\n",
      "22 448 1.00760456301\n",
      "23 448 1.01711026643\n",
      "24 448 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 449 0.0\n",
      "21 449 1.0\n",
      "22 449 1.00760456301\n",
      "23 449 1.01711026643\n",
      "24 449 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 450 0.0\n",
      "21 450 1.0\n",
      "22 450 1.00760456301\n",
      "23 450 1.01711026643\n",
      "24 450 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 451 0.0\n",
      "21 451 1.0\n",
      "22 451 1.00760456301\n",
      "23 451 1.01711026643\n",
      "24 451 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 452 0.0\n",
      "21 452 1.0\n",
      "22 452 1.00760456301\n",
      "23 452 1.01711026643\n",
      "24 452 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 453 0.0\n",
      "21 453 1.0\n",
      "22 453 1.00760456301\n",
      "23 453 1.01711026643\n",
      "24 453 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 454 0.0\n",
      "21 454 1.0\n",
      "22 454 1.00760456301\n",
      "23 454 1.01711026643\n",
      "24 454 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 455 0.0\n",
      "21 455 1.0\n",
      "22 455 1.00760456301\n",
      "23 455 1.01711026643\n",
      "24 455 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 456 0.0\n",
      "21 456 1.0\n",
      "22 456 1.00760456301\n",
      "23 456 1.01711026643\n",
      "24 456 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 457 0.0\n",
      "21 457 1.0\n",
      "22 457 1.00760456301\n",
      "23 457 1.01711026643\n",
      "24 457 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 458 0.0\n",
      "21 458 1.0\n",
      "22 458 1.00760456301\n",
      "23 458 1.01711026643\n",
      "24 458 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 459 0.0\n",
      "21 459 1.0\n",
      "22 459 1.00760456301\n",
      "23 459 1.01711026643\n",
      "24 459 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 460 0.0\n",
      "21 460 1.0\n",
      "22 460 1.00760456301\n",
      "23 460 1.01711026643\n",
      "24 460 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 461 0.0\n",
      "21 461 1.0\n",
      "22 461 1.00760456301\n",
      "23 461 1.01711026643\n",
      "24 461 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 462 0.0\n",
      "21 462 1.0\n",
      "22 462 1.00760456301\n",
      "23 462 1.01711026643\n",
      "24 462 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 463 0.0\n",
      "21 463 1.0\n",
      "22 463 1.00760456301\n",
      "23 463 1.01711026643\n",
      "24 463 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 464 0.0\n",
      "21 464 1.0\n",
      "22 464 1.00760456301\n",
      "23 464 1.01711026643\n",
      "24 464 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 465 0.0\n",
      "21 465 1.0\n",
      "22 465 1.00760456301\n",
      "23 465 1.01711026643\n",
      "24 465 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 466 0.0\n",
      "21 466 1.0\n",
      "22 466 1.00760456301\n",
      "23 466 1.01711026643\n",
      "24 466 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 467 0.0\n",
      "21 467 1.0\n",
      "22 467 1.00760456301\n",
      "23 467 1.01711026643\n",
      "24 467 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 468 0.0\n",
      "21 468 1.0\n",
      "22 468 1.00760456301\n",
      "23 468 1.01711026643\n",
      "24 468 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 469 0.0\n",
      "21 469 1.0\n",
      "22 469 1.00760456301\n",
      "23 469 1.01711026643\n",
      "24 469 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 470 0.0\n",
      "21 470 1.0\n",
      "22 470 1.00760456301\n",
      "23 470 1.01711026643\n",
      "24 470 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 471 0.0\n",
      "21 471 1.0\n",
      "22 471 1.00760456301\n",
      "23 471 1.01711026643\n",
      "24 471 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 472 0.0\n",
      "21 472 1.0\n",
      "22 472 1.00760456301\n",
      "23 472 1.01711026643\n",
      "24 472 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 473 0.0\n",
      "21 473 1.0\n",
      "22 473 1.00760456301\n",
      "23 473 1.01711026643\n",
      "24 473 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 474 0.0\n",
      "21 474 1.0\n",
      "22 474 1.00760456301\n",
      "23 474 1.01711026643\n",
      "24 474 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 475 0.0\n",
      "21 475 1.0\n",
      "22 475 1.00760456301\n",
      "23 475 1.01711026643\n",
      "24 475 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 476 0.0\n",
      "21 476 1.0\n",
      "22 476 1.00760456301\n",
      "23 476 1.01711026643\n",
      "24 476 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 477 0.0\n",
      "21 477 1.0\n",
      "22 477 1.00760456301\n",
      "23 477 1.01711026643\n",
      "24 477 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 478 0.0\n",
      "21 478 1.0\n",
      "22 478 1.00760456301\n",
      "23 478 1.01711026643\n",
      "24 478 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 479 0.0\n",
      "21 479 1.0\n",
      "22 479 1.00760456301\n",
      "23 479 1.01711026643\n",
      "24 479 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 480 0.0\n",
      "21 480 1.0\n",
      "22 480 1.00760456301\n",
      "23 480 1.01711026643\n",
      "24 480 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 481 0.0\n",
      "21 481 1.0\n",
      "22 481 1.00760456301\n",
      "23 481 1.01711026643\n",
      "24 481 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 482 0.0\n",
      "21 482 1.0\n",
      "22 482 1.00760456301\n",
      "23 482 1.01711026643\n",
      "24 482 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 483 0.0\n",
      "21 483 1.0\n",
      "22 483 1.00760456301\n",
      "23 483 1.01711026643\n",
      "24 483 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 484 0.0\n",
      "21 484 1.0\n",
      "22 484 1.00760456301\n",
      "23 484 1.01711026643\n",
      "24 484 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 485 0.0\n",
      "21 485 1.0\n",
      "22 485 1.00760456301\n",
      "23 485 1.01711026643\n",
      "24 485 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 486 0.0\n",
      "21 486 1.0\n",
      "22 486 1.00760456301\n",
      "23 486 1.01711026643\n",
      "24 486 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 487 0.0\n",
      "21 487 1.0\n",
      "22 487 1.00760456301\n",
      "23 487 1.01711026643\n",
      "24 487 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 488 0.0\n",
      "21 488 1.0\n",
      "22 488 1.00760456301\n",
      "23 488 1.01711026643\n",
      "24 488 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 489 0.0\n",
      "21 489 1.0\n",
      "22 489 1.00760456301\n",
      "23 489 1.01711026643\n",
      "24 489 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 490 0.0\n",
      "21 490 1.0\n",
      "22 490 1.00760456301\n",
      "23 490 1.01711026643\n",
      "24 490 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 491 0.0\n",
      "21 491 1.0\n",
      "22 491 1.00760456301\n",
      "23 491 1.01711026643\n",
      "24 491 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 492 0.0\n",
      "21 492 1.0\n",
      "22 492 1.00760456301\n",
      "23 492 1.01711026643\n",
      "24 492 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 493 0.0\n",
      "21 493 1.0\n",
      "22 493 1.00760456301\n",
      "23 493 1.01711026643\n",
      "24 493 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 494 0.0\n",
      "21 494 1.0\n",
      "22 494 1.00760456301\n",
      "23 494 1.01711026643\n",
      "24 494 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 495 0.0\n",
      "21 495 1.0\n",
      "22 495 1.00760456301\n",
      "23 495 1.01711026643\n",
      "24 495 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 496 0.0\n",
      "21 496 1.0\n",
      "22 496 1.00760456301\n",
      "23 496 1.01711026643\n",
      "24 496 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 497 0.0\n",
      "21 497 1.0\n",
      "22 497 1.00760456301\n",
      "23 497 1.01711026643\n",
      "24 497 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 498 0.0\n",
      "21 498 1.0\n",
      "22 498 1.00760456301\n",
      "23 498 1.01711026643\n",
      "24 498 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 499 0.0\n",
      "21 499 1.0\n",
      "22 499 1.00760456301\n",
      "23 499 1.01711026643\n",
      "24 499 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 500 0.0\n",
      "21 500 1.0\n",
      "22 500 1.00760456301\n",
      "23 500 1.01711026643\n",
      "24 500 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 501 0.0\n",
      "21 501 1.0\n",
      "22 501 1.00760456301\n",
      "23 501 1.01711026643\n",
      "24 501 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 502 0.0\n",
      "21 502 1.0\n",
      "22 502 1.00760456301\n",
      "23 502 1.01711026643\n",
      "24 502 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 503 0.0\n",
      "21 503 1.0\n",
      "22 503 1.00760456301\n",
      "23 503 1.01711026643\n",
      "24 503 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 504 0.0\n",
      "21 504 1.0\n",
      "22 504 1.00760456301\n",
      "23 504 1.01711026643\n",
      "24 504 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 505 0.0\n",
      "21 505 1.0\n",
      "22 505 1.00760456301\n",
      "23 505 1.01711026643\n",
      "24 505 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 506 0.0\n",
      "21 506 1.0\n",
      "22 506 1.00760456301\n",
      "23 506 1.01711026643\n",
      "24 506 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 507 0.0\n",
      "21 507 1.0\n",
      "22 507 1.00760456301\n",
      "23 507 1.01711026643\n",
      "24 507 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 508 0.0\n",
      "21 508 1.0\n",
      "22 508 1.00760456301\n",
      "23 508 1.01711026643\n",
      "24 508 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 509 0.0\n",
      "21 509 1.0\n",
      "22 509 1.00760456301\n",
      "23 509 1.01711026643\n",
      "24 509 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 510 0.0\n",
      "21 510 1.0\n",
      "22 510 1.00760456301\n",
      "23 510 1.01711026643\n",
      "24 510 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 511 0.0\n",
      "21 511 1.0\n",
      "22 511 1.00760456301\n",
      "23 511 1.01711026643\n",
      "24 511 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 512 0.0\n",
      "21 512 1.0\n",
      "22 512 1.00760456301\n",
      "23 512 1.01711026643\n",
      "24 512 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 513 0.0\n",
      "21 513 1.0\n",
      "22 513 1.00760456301\n",
      "23 513 1.01711026643\n",
      "24 513 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 514 0.0\n",
      "21 514 1.0\n",
      "22 514 1.00760456301\n",
      "23 514 1.01711026643\n",
      "24 514 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 515 0.0\n",
      "21 515 1.0\n",
      "22 515 1.00760456301\n",
      "23 515 1.01711026643\n",
      "24 515 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 516 0.0\n",
      "21 516 1.0\n",
      "22 516 1.00760456301\n",
      "23 516 1.01711026643\n",
      "24 516 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 517 0.0\n",
      "21 517 1.0\n",
      "22 517 1.00760456301\n",
      "23 517 1.01711026643\n",
      "24 517 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 518 0.0\n",
      "21 518 1.0\n",
      "22 518 1.00760456301\n",
      "23 518 1.01711026643\n",
      "24 518 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 519 0.0\n",
      "21 519 1.0\n",
      "22 519 1.00760456301\n",
      "23 519 1.01711026643\n",
      "24 519 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 520 0.0\n",
      "21 520 1.0\n",
      "22 520 1.00760456301\n",
      "23 520 1.01711026643\n",
      "24 520 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 521 0.0\n",
      "21 521 1.0\n",
      "22 521 1.00760456301\n",
      "23 521 1.01711026643\n",
      "24 521 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 522 0.0\n",
      "21 522 1.0\n",
      "22 522 1.00760456301\n",
      "23 522 1.01711026643\n",
      "24 522 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 523 0.0\n",
      "21 523 1.0\n",
      "22 523 1.00760456301\n",
      "23 523 1.01711026643\n",
      "24 523 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 524 0.0\n",
      "21 524 1.0\n",
      "22 524 1.00760456301\n",
      "23 524 1.01711026643\n",
      "24 524 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 525 0.0\n",
      "21 525 1.0\n",
      "22 525 1.00760456301\n",
      "23 525 1.01711026643\n",
      "24 525 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 526 0.0\n",
      "21 526 1.0\n",
      "22 526 1.00760456301\n",
      "23 526 1.01711026643\n",
      "24 526 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 527 0.0\n",
      "21 527 1.0\n",
      "22 527 1.00760456301\n",
      "23 527 1.01711026643\n",
      "24 527 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 528 0.0\n",
      "21 528 1.0\n",
      "22 528 1.00760456301\n",
      "23 528 1.01711026643\n",
      "24 528 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 529 0.0\n",
      "21 529 1.0\n",
      "22 529 1.00760456301\n",
      "23 529 1.01711026643\n",
      "24 529 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 530 0.0\n",
      "21 530 1.0\n",
      "22 530 1.00760456301\n",
      "23 530 1.01711026643\n",
      "24 530 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 531 0.0\n",
      "21 531 1.0\n",
      "22 531 1.00760456301\n",
      "23 531 1.01711026643\n",
      "24 531 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 532 0.0\n",
      "21 532 1.0\n",
      "22 532 1.00760456301\n",
      "23 532 1.01711026643\n",
      "24 532 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 533 0.0\n",
      "21 533 1.0\n",
      "22 533 1.00760456301\n",
      "23 533 1.01711026643\n",
      "24 533 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 534 0.0\n",
      "21 534 1.0\n",
      "22 534 1.00760456301\n",
      "23 534 1.01711026643\n",
      "24 534 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 535 0.0\n",
      "21 535 1.0\n",
      "22 535 1.00760456301\n",
      "23 535 1.01711026643\n",
      "24 535 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 536 0.0\n",
      "21 536 1.0\n",
      "22 536 1.00760456301\n",
      "23 536 1.01711026643\n",
      "24 536 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 537 0.0\n",
      "21 537 1.0\n",
      "22 537 1.00760456301\n",
      "23 537 1.01711026643\n",
      "24 537 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 538 0.0\n",
      "21 538 1.0\n",
      "22 538 1.00760456301\n",
      "23 538 1.01711026643\n",
      "24 538 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 539 0.0\n",
      "21 539 1.0\n",
      "22 539 1.00760456301\n",
      "23 539 1.01711026643\n",
      "24 539 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 540 0.0\n",
      "21 540 1.0\n",
      "22 540 1.00760456301\n",
      "23 540 1.01711026643\n",
      "24 540 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 541 0.0\n",
      "21 541 1.0\n",
      "22 541 1.00760456301\n",
      "23 541 1.01711026643\n",
      "24 541 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 542 0.0\n",
      "21 542 1.0\n",
      "22 542 1.00760456301\n",
      "23 542 1.01711026643\n",
      "24 542 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 543 0.0\n",
      "21 543 1.0\n",
      "22 543 1.00760456301\n",
      "23 543 1.01711026643\n",
      "24 543 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 544 0.0\n",
      "21 544 1.0\n",
      "22 544 1.00760456301\n",
      "23 544 1.01711026643\n",
      "24 544 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 545 0.0\n",
      "21 545 1.0\n",
      "22 545 1.00760456301\n",
      "23 545 1.01711026643\n",
      "24 545 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 546 0.0\n",
      "21 546 1.0\n",
      "22 546 1.00760456301\n",
      "23 546 1.01711026643\n",
      "24 546 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 547 0.0\n",
      "21 547 1.0\n",
      "22 547 1.00760456301\n",
      "23 547 1.01711026643\n",
      "24 547 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 548 0.0\n",
      "21 548 1.0\n",
      "22 548 1.00760456301\n",
      "23 548 1.01711026643\n",
      "24 548 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 549 0.0\n",
      "21 549 1.0\n",
      "22 549 1.00760456301\n",
      "23 549 1.01711026643\n",
      "24 549 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 550 0.0\n",
      "21 550 1.0\n",
      "22 550 1.00760456301\n",
      "23 550 1.01711026643\n",
      "24 550 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 551 0.0\n",
      "21 551 1.0\n",
      "22 551 1.00760456301\n",
      "23 551 1.01711026643\n",
      "24 551 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 552 0.0\n",
      "21 552 1.0\n",
      "22 552 1.00760456301\n",
      "23 552 1.01711026643\n",
      "24 552 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 553 0.0\n",
      "21 553 1.0\n",
      "22 553 1.00760456301\n",
      "23 553 1.01711026643\n",
      "24 553 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 554 0.0\n",
      "21 554 1.0\n",
      "22 554 1.00760456301\n",
      "23 554 1.01711026643\n",
      "24 554 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 555 0.0\n",
      "21 555 1.0\n",
      "22 555 1.00760456301\n",
      "23 555 1.01711026643\n",
      "24 555 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 556 0.0\n",
      "21 556 1.0\n",
      "22 556 1.00760456301\n",
      "23 556 1.01711026643\n",
      "24 556 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 557 0.0\n",
      "21 557 1.0\n",
      "22 557 1.00760456301\n",
      "23 557 1.01711026643\n",
      "24 557 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 558 0.0\n",
      "21 558 1.0\n",
      "22 558 1.00760456301\n",
      "23 558 1.01711026643\n",
      "24 558 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 559 0.0\n",
      "21 559 1.0\n",
      "22 559 1.00760456301\n",
      "23 559 1.01711026643\n",
      "24 559 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 560 0.0\n",
      "21 560 1.0\n",
      "22 560 1.00760456301\n",
      "23 560 1.01711026643\n",
      "24 560 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 561 0.0\n",
      "21 561 1.0\n",
      "22 561 1.00760456301\n",
      "23 561 1.01711026643\n",
      "24 561 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 562 0.0\n",
      "21 562 1.0\n",
      "22 562 1.00760456301\n",
      "23 562 1.01711026643\n",
      "24 562 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 563 0.0\n",
      "21 563 1.0\n",
      "22 563 1.00760456301\n",
      "23 563 1.01711026643\n",
      "24 563 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 564 0.0\n",
      "21 564 1.0\n",
      "22 564 1.00760456301\n",
      "23 564 1.01711026643\n",
      "24 564 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 565 0.0\n",
      "21 565 1.0\n",
      "22 565 1.00760456301\n",
      "23 565 1.01711026643\n",
      "24 565 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 566 0.0\n",
      "21 566 1.0\n",
      "22 566 1.00760456301\n",
      "23 566 1.01711026643\n",
      "24 566 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 567 0.0\n",
      "21 567 1.0\n",
      "22 567 1.00760456301\n",
      "23 567 1.01711026643\n",
      "24 567 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 568 0.0\n",
      "21 568 1.0\n",
      "22 568 1.00760456301\n",
      "23 568 1.01711026643\n",
      "24 568 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 569 0.0\n",
      "21 569 1.0\n",
      "22 569 1.00760456301\n",
      "23 569 1.01711026643\n",
      "24 569 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 570 0.0\n",
      "21 570 1.0\n",
      "22 570 1.00760456301\n",
      "23 570 1.01711026643\n",
      "24 570 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 571 0.0\n",
      "21 571 1.0\n",
      "22 571 1.00760456301\n",
      "23 571 1.01711026643\n",
      "24 571 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 572 0.0\n",
      "21 572 1.0\n",
      "22 572 1.00760456301\n",
      "23 572 1.01711026643\n",
      "24 572 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 573 0.0\n",
      "21 573 1.0\n",
      "22 573 1.00760456301\n",
      "23 573 1.01711026643\n",
      "24 573 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 574 0.0\n",
      "21 574 1.0\n",
      "22 574 1.00760456301\n",
      "23 574 1.01711026643\n",
      "24 574 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 575 0.0\n",
      "21 575 1.0\n",
      "22 575 1.00760456301\n",
      "23 575 1.01711026643\n",
      "24 575 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 576 0.0\n",
      "21 576 1.0\n",
      "22 576 1.00760456301\n",
      "23 576 1.01711026643\n",
      "24 576 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 577 0.0\n",
      "21 577 1.0\n",
      "22 577 1.00760456301\n",
      "23 577 1.01711026643\n",
      "24 577 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 578 0.0\n",
      "21 578 1.0\n",
      "22 578 1.00760456301\n",
      "23 578 1.01711026643\n",
      "24 578 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 579 0.0\n",
      "21 579 1.0\n",
      "22 579 1.00760456301\n",
      "23 579 1.01711026643\n",
      "24 579 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 580 0.0\n",
      "21 580 1.0\n",
      "22 580 1.00760456301\n",
      "23 580 1.01711026643\n",
      "24 580 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 581 0.0\n",
      "21 581 1.0\n",
      "22 581 1.00760456301\n",
      "23 581 1.01711026643\n",
      "24 581 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 582 0.0\n",
      "21 582 1.0\n",
      "22 582 1.00760456301\n",
      "23 582 1.01711026643\n",
      "24 582 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 583 0.0\n",
      "21 583 1.0\n",
      "22 583 1.00760456301\n",
      "23 583 1.01711026643\n",
      "24 583 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 584 0.0\n",
      "21 584 1.0\n",
      "22 584 1.00760456301\n",
      "23 584 1.01711026643\n",
      "24 584 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 585 0.0\n",
      "21 585 1.0\n",
      "22 585 1.00760456301\n",
      "23 585 1.01711026643\n",
      "24 585 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 586 0.0\n",
      "21 586 1.0\n",
      "22 586 1.00760456301\n",
      "23 586 1.01711026643\n",
      "24 586 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 587 0.0\n",
      "21 587 1.0\n",
      "22 587 1.00760456301\n",
      "23 587 1.01711026643\n",
      "24 587 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 588 0.0\n",
      "21 588 1.0\n",
      "22 588 1.00760456301\n",
      "23 588 1.01711026643\n",
      "24 588 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 589 0.0\n",
      "21 589 1.0\n",
      "22 589 1.00760456301\n",
      "23 589 1.01711026643\n",
      "24 589 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 590 0.0\n",
      "21 590 1.0\n",
      "22 590 1.00760456301\n",
      "23 590 1.01711026643\n",
      "24 590 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 591 0.0\n",
      "21 591 1.0\n",
      "22 591 1.00760456301\n",
      "23 591 1.01711026643\n",
      "24 591 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 592 0.0\n",
      "21 592 1.0\n",
      "22 592 1.00760456301\n",
      "23 592 1.01711026643\n",
      "24 592 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 593 0.0\n",
      "21 593 1.0\n",
      "22 593 1.00760456301\n",
      "23 593 1.01711026643\n",
      "24 593 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 594 0.0\n",
      "21 594 1.0\n",
      "22 594 1.00760456301\n",
      "23 594 1.01711026643\n",
      "24 594 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 595 0.0\n",
      "21 595 1.0\n",
      "22 595 1.00760456301\n",
      "23 595 1.01711026643\n",
      "24 595 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 596 0.0\n",
      "21 596 1.0\n",
      "22 596 1.00760456301\n",
      "23 596 1.01711026643\n",
      "24 596 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 597 0.0\n",
      "21 597 1.0\n",
      "22 597 1.00760456301\n",
      "23 597 1.01711026643\n",
      "24 597 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 598 0.0\n",
      "21 598 1.0\n",
      "22 598 1.00760456301\n",
      "23 598 1.01711026643\n",
      "24 598 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 599 0.0\n",
      "21 599 1.0\n",
      "22 599 1.00760456301\n",
      "23 599 1.01711026643\n",
      "24 599 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 600 0.0\n",
      "21 600 1.0\n",
      "22 600 1.00760456301\n",
      "23 600 1.01711026643\n",
      "24 600 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 601 0.0\n",
      "21 601 1.0\n",
      "22 601 1.00760456301\n",
      "23 601 1.01711026643\n",
      "24 601 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 602 0.0\n",
      "21 602 1.0\n",
      "22 602 1.00760456301\n",
      "23 602 1.01711026643\n",
      "24 602 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 603 0.0\n",
      "21 603 1.0\n",
      "22 603 1.00760456301\n",
      "23 603 1.01711026643\n",
      "24 603 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 604 0.0\n",
      "21 604 1.0\n",
      "22 604 1.00760456301\n",
      "23 604 1.01711026643\n",
      "24 604 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 605 0.0\n",
      "21 605 1.0\n",
      "22 605 1.00760456301\n",
      "23 605 1.01711026643\n",
      "24 605 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 606 0.0\n",
      "21 606 1.0\n",
      "22 606 1.00760456301\n",
      "23 606 1.01711026643\n",
      "24 606 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 607 0.0\n",
      "21 607 1.0\n",
      "22 607 1.00760456301\n",
      "23 607 1.01711026643\n",
      "24 607 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 608 0.0\n",
      "21 608 1.0\n",
      "22 608 1.00760456301\n",
      "23 608 1.01711026643\n",
      "24 608 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 609 0.0\n",
      "21 609 1.0\n",
      "22 609 1.00760456301\n",
      "23 609 1.01711026643\n",
      "24 609 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 610 0.0\n",
      "21 610 1.0\n",
      "22 610 1.00760456301\n",
      "23 610 1.01711026643\n",
      "24 610 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 611 0.0\n",
      "21 611 1.0\n",
      "22 611 1.00760456301\n",
      "23 611 1.01711026643\n",
      "24 611 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 612 0.0\n",
      "21 612 1.0\n",
      "22 612 1.00760456301\n",
      "23 612 1.01711026643\n",
      "24 612 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 613 0.0\n",
      "21 613 1.0\n",
      "22 613 1.00760456301\n",
      "23 613 1.01711026643\n",
      "24 613 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 614 0.0\n",
      "21 614 1.0\n",
      "22 614 1.00760456301\n",
      "23 614 1.01711026643\n",
      "24 614 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 615 0.0\n",
      "21 615 1.0\n",
      "22 615 1.00760456301\n",
      "23 615 1.01711026643\n",
      "24 615 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 616 0.0\n",
      "21 616 1.0\n",
      "22 616 1.00760456301\n",
      "23 616 1.01711026643\n",
      "24 616 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 617 0.0\n",
      "21 617 1.0\n",
      "22 617 1.00760456301\n",
      "23 617 1.01711026643\n",
      "24 617 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 618 0.0\n",
      "21 618 1.0\n",
      "22 618 1.00760456301\n",
      "23 618 1.01711026643\n",
      "24 618 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 619 0.0\n",
      "21 619 1.0\n",
      "22 619 1.00760456301\n",
      "23 619 1.01711026643\n",
      "24 619 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 620 0.0\n",
      "21 620 1.0\n",
      "22 620 1.00760456301\n",
      "23 620 1.01711026643\n",
      "24 620 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 621 0.0\n",
      "21 621 1.0\n",
      "22 621 1.00760456301\n",
      "23 621 1.01711026643\n",
      "24 621 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 622 0.0\n",
      "21 622 1.0\n",
      "22 622 1.00760456301\n",
      "23 622 1.01711026643\n",
      "24 622 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 623 0.0\n",
      "21 623 1.0\n",
      "22 623 1.00760456301\n",
      "23 623 1.01711026643\n",
      "24 623 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 624 0.0\n",
      "21 624 1.0\n",
      "22 624 1.00760456301\n",
      "23 624 1.01711026643\n",
      "24 624 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 625 0.0\n",
      "21 625 1.0\n",
      "22 625 1.00760456301\n",
      "23 625 1.01711026643\n",
      "24 625 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 626 0.0\n",
      "21 626 1.0\n",
      "22 626 1.00760456301\n",
      "23 626 1.01711026643\n",
      "24 626 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 627 0.0\n",
      "21 627 1.0\n",
      "22 627 1.00760456301\n",
      "23 627 1.01711026643\n",
      "24 627 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 628 0.0\n",
      "21 628 1.0\n",
      "22 628 1.00760456301\n",
      "23 628 1.01711026643\n",
      "24 628 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 629 0.0\n",
      "21 629 1.0\n",
      "22 629 1.00760456301\n",
      "23 629 1.01711026643\n",
      "24 629 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 630 0.0\n",
      "21 630 1.0\n",
      "22 630 1.00760456301\n",
      "23 630 1.01711026643\n",
      "24 630 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 631 0.0\n",
      "21 631 1.0\n",
      "22 631 1.00760456301\n",
      "23 631 1.01711026643\n",
      "24 631 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 632 0.0\n",
      "21 632 1.0\n",
      "22 632 1.00760456301\n",
      "23 632 1.01711026643\n",
      "24 632 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 633 0.0\n",
      "21 633 1.0\n",
      "22 633 1.00760456301\n",
      "23 633 1.01711026643\n",
      "24 633 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 634 0.0\n",
      "21 634 1.0\n",
      "22 634 1.00760456301\n",
      "23 634 1.01711026643\n",
      "24 634 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 635 0.0\n",
      "21 635 1.0\n",
      "22 635 1.00760456301\n",
      "23 635 1.01711026643\n",
      "24 635 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 636 0.0\n",
      "21 636 1.0\n",
      "22 636 1.00760456301\n",
      "23 636 1.01711026643\n",
      "24 636 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 637 0.0\n",
      "21 637 1.0\n",
      "22 637 1.00760456301\n",
      "23 637 1.01711026643\n",
      "24 637 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 638 0.0\n",
      "21 638 1.0\n",
      "22 638 1.00760456301\n",
      "23 638 1.01711026643\n",
      "24 638 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 639 0.0\n",
      "21 639 1.0\n",
      "22 639 1.00760456301\n",
      "23 639 1.01711026643\n",
      "24 639 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 640 0.0\n",
      "21 640 1.0\n",
      "22 640 1.00760456301\n",
      "23 640 1.01711026643\n",
      "24 640 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 641 0.0\n",
      "21 641 1.0\n",
      "22 641 1.00760456301\n",
      "23 641 1.01711026643\n",
      "24 641 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 642 0.0\n",
      "21 642 1.0\n",
      "22 642 1.00760456301\n",
      "23 642 1.01711026643\n",
      "24 642 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 643 0.0\n",
      "21 643 1.0\n",
      "22 643 1.00760456301\n",
      "23 643 1.01711026643\n",
      "24 643 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 644 0.0\n",
      "21 644 1.0\n",
      "22 644 1.00760456301\n",
      "23 644 1.01711026643\n",
      "24 644 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 645 0.0\n",
      "21 645 1.0\n",
      "22 645 1.00760456301\n",
      "23 645 1.01711026643\n",
      "24 645 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 646 0.0\n",
      "21 646 1.0\n",
      "22 646 1.00760456301\n",
      "23 646 1.01711026643\n",
      "24 646 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 647 0.0\n",
      "21 647 1.0\n",
      "22 647 1.00760456301\n",
      "23 647 1.01711026643\n",
      "24 647 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 648 0.0\n",
      "21 648 1.0\n",
      "22 648 1.00760456301\n",
      "23 648 1.01711026643\n",
      "24 648 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 649 0.0\n",
      "21 649 1.0\n",
      "22 649 1.00760456301\n",
      "23 649 1.01711026643\n",
      "24 649 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 650 0.0\n",
      "21 650 1.0\n",
      "22 650 1.00760456301\n",
      "23 650 1.01711026643\n",
      "24 650 1.02534854229\n",
      "0.000270000004093 0.0158999999985\n",
      "start of loop20\n",
      "20 651 0.0\n",
      "21 651 1.0\n"
     ]
    },
    {
     "ename": "KeyboardInterrupt",
     "evalue": "",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mKeyboardInterrupt\u001b[0m                         Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-23-5e9f3d4ecaaf>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[1;32m     23\u001b[0m             \u001b[0;32mif\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfloor\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mratio\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mdither\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0marange\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mbinwidth\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     24\u001b[0m                 \u001b[0;32mprint\u001b[0m \u001b[0mobs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mthistimebin\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mratio\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mdither\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 25\u001b[0;31m                 \u001b[0msorted_ch1_df\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mix\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mobs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'timebin'\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m  \u001b[0mthistimebin\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m     26\u001b[0m                 \u001b[0mobs\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mobs\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m     27\u001b[0m             \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m//anaconda/envs/astroconda/lib/python2.7/site-packages/pandas/core/indexing.pyc\u001b[0m in \u001b[0;36m__setitem__\u001b[0;34m(self, key, value)\u001b[0m\n\u001b[1;32m    130\u001b[0m             \u001b[0mkey\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mcom\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_apply_if_callable\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mobj\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    131\u001b[0m         \u001b[0mindexer\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_get_setitem_indexer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mkey\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 132\u001b[0;31m         \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_setitem_with_indexer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mindexer\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    133\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    134\u001b[0m     \u001b[0;32mdef\u001b[0m \u001b[0m_has_valid_type\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mk\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0maxis\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m//anaconda/envs/astroconda/lib/python2.7/site-packages/pandas/core/indexing.pyc\u001b[0m in \u001b[0;36m_setitem_with_indexer\u001b[0;34m(self, indexer, value)\u001b[0m\n\u001b[1;32m    534\u001b[0m                 \u001b[0;31m# scalar\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    535\u001b[0m                 \u001b[0;32mfor\u001b[0m \u001b[0mitem\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mlabels\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 536\u001b[0;31m                     \u001b[0msetter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mitem\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    537\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    538\u001b[0m         \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m//anaconda/envs/astroconda/lib/python2.7/site-packages/pandas/core/indexing.pyc\u001b[0m in \u001b[0;36msetter\u001b[0;34m(item, v)\u001b[0m\n\u001b[1;32m    442\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    443\u001b[0m             \u001b[0;32mdef\u001b[0m \u001b[0msetter\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mitem\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mv\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 444\u001b[0;31m                 \u001b[0ms\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mobj\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mitem\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    445\u001b[0m                 \u001b[0mpi\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mplane_indexer\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mlplane_indexer\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;36m1\u001b[0m \u001b[0;32melse\u001b[0m \u001b[0mplane_indexer\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    446\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mKeyboardInterrupt\u001b[0m: "
     ]
    }
   ],
   "source": [
    "thistimebin = 0\n",
    "obs=0\n",
    "binwidth = 5\n",
    "### imitating a do-while loop here\n",
    "### run while datapoints remaining\n",
    "\n",
    "datarem=True\n",
    "med_diff = 0\n",
    "#while (obs < (len(sorted_ch1_df))-1):\n",
    "#for obs in np.arange(len(sorted_ch1_df)):\n",
    "while datarem == True:\n",
    "    old_diff = med_diff\n",
    "    print 'start of loop' + str(obs)\n",
    "    if (obs + binwidth > len(sorted_ch1_df)):\n",
    "        diffs = sorted_ch1_df.MJD[obs:]-sorted_ch1_df.MJD[obs]\n",
    "        diffs = diffs.reset_index(drop=True)\n",
    "    else:\n",
    "        diffs = sorted_ch1_df.MJD[obs:obs+binwidth]-sorted_ch1_df.MJD[obs]\n",
    "        diffs = diffs.reset_index(drop=True)\n",
    "    if len(diffs) > 1:\n",
    "        ratio = diffs / diffs[1]\n",
    "        for dither in np.arange(len(ratio)):\n",
    "            if (np.floor(ratio[dither]) in np.arange(binwidth)):\n",
    "                print obs, thistimebin, ratio[dither]\n",
    "                sorted_ch1_df.ix[obs, 'timebin'] =  thistimebin\n",
    "                obs = obs + 1\n",
    "            else:\n",
    "                break\n",
    "    if(obs < len(sorted_ch1_df)): \n",
    "        datarem = True\n",
    "    elif(obs == len(sorted_ch1_df)): \n",
    "        diffs = sorted_ch1_df.MJD[obs-1:]-sorted_ch1_df.MJD[obs-1]\n",
    "        diffs = diffs.reset_index(drop=True)\n",
    "        ratio = diffs / diffs[1]\n",
    "        if (np.floor(ratio[1]) == 1.0):\n",
    "            print obs, thistimebin, ratio[1]\n",
    "            sorted_ch1_df.ix[obs, 'timebin'] =  thistimebin\n",
    "        else:\n",
    "            print obs, thistimebin, ratio[1]\n",
    "            sorted_ch1_df.ix[obs, 'timebin'] =  thistimebin+1\n",
    "            datarem = False\n",
    "    else:\n",
    "        datarem = False\n",
    "    thistimebin = thistimebin + 1\n",
    "    med_diff = np.median(diffs)\n",
    "    print old_diff, med_diff\n",
    "    if ((med_diff > 10*old_diff) and obs > 5):\n",
    "        obs = obs - binwidth\n",
    "        binwidth = binwidth - 1\n",
    "        med_diff = old_diff\n",
    "    if ((med_diff < 10*old_diff) and binwidth < 5):\n",
    "        binwidth = 5\n",
    "    if(binwidth == 0):\n",
    "        break"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Channel</th>\n",
       "      <th>MJD</th>\n",
       "      <th>flux</th>\n",
       "      <th>eflux</th>\n",
       "      <th>bigflux</th>\n",
       "      <th>timebin</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.26132</td>\n",
       "      <td>0.03843</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04369</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.26145</td>\n",
       "      <td>0.03806</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.26159</td>\n",
       "      <td>0.03825</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04330</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.26173</td>\n",
       "      <td>0.03864</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04395</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.26187</td>\n",
       "      <td>0.03834</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04327</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.28608</td>\n",
       "      <td>0.03781</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04378</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.28621</td>\n",
       "      <td>0.03816</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04341</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.28635</td>\n",
       "      <td>0.03874</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04334</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.28649</td>\n",
       "      <td>0.03852</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04389</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.28662</td>\n",
       "      <td>0.03846</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04362</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.31301</td>\n",
       "      <td>0.03817</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.31313</td>\n",
       "      <td>0.03829</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04235</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.31328</td>\n",
       "      <td>0.03806</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04327</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.31341</td>\n",
       "      <td>0.03828</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04421</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.31355</td>\n",
       "      <td>0.03879</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04246</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.32855</td>\n",
       "      <td>0.03757</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04369</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.32867</td>\n",
       "      <td>0.03891</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04332</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.32882</td>\n",
       "      <td>0.03825</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04379</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.32896</td>\n",
       "      <td>0.03905</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.04488</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.32909</td>\n",
       "      <td>0.03898</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04281</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.35712</td>\n",
       "      <td>0.03846</td>\n",
       "      <td>0.00000</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.37290</td>\n",
       "      <td>0.03803</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.37302</td>\n",
       "      <td>0.03809</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04314</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.37317</td>\n",
       "      <td>0.03904</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04407</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.37330</td>\n",
       "      <td>0.03865</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.04419</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.37344</td>\n",
       "      <td>0.03787</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04197</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.37469</td>\n",
       "      <td>0.03752</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.37482</td>\n",
       "      <td>0.03832</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04240</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.37497</td>\n",
       "      <td>0.03836</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04302</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.37510</td>\n",
       "      <td>0.03876</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>135</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.72982</td>\n",
       "      <td>0.03521</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "      <td>30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>136</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.72995</td>\n",
       "      <td>0.03561</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04125</td>\n",
       "      <td>30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>137</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.73009</td>\n",
       "      <td>0.03585</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>NaN</td>\n",
       "      <td>30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>138</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.73022</td>\n",
       "      <td>0.03544</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04015</td>\n",
       "      <td>30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>139</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.73036</td>\n",
       "      <td>0.03558</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.03963</td>\n",
       "      <td>30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>140</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.74783</td>\n",
       "      <td>0.03641</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.04048</td>\n",
       "      <td>31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>141</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.74796</td>\n",
       "      <td>0.03577</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.03960</td>\n",
       "      <td>31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>142</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.74811</td>\n",
       "      <td>0.03633</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "      <td>31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>143</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.74824</td>\n",
       "      <td>0.03612</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04036</td>\n",
       "      <td>31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>144</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.74837</td>\n",
       "      <td>0.03629</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "      <td>31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>145</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.77532</td>\n",
       "      <td>0.03646</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04170</td>\n",
       "      <td>32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>146</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.77545</td>\n",
       "      <td>0.03742</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.04208</td>\n",
       "      <td>32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>147</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.77559</td>\n",
       "      <td>0.03704</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04229</td>\n",
       "      <td>32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>148</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.77573</td>\n",
       "      <td>0.03694</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04166</td>\n",
       "      <td>32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.77587</td>\n",
       "      <td>0.03682</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "      <td>32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>150</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.79343</td>\n",
       "      <td>0.03719</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "      <td>33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>151</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.79356</td>\n",
       "      <td>0.03728</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.04243</td>\n",
       "      <td>33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>152</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.79370</td>\n",
       "      <td>0.03712</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "      <td>33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>153</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.79384</td>\n",
       "      <td>0.03767</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04301</td>\n",
       "      <td>33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>154</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.79398</td>\n",
       "      <td>0.03747</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>NaN</td>\n",
       "      <td>33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>155</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.79523</td>\n",
       "      <td>0.03765</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "      <td>34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>156</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.79536</td>\n",
       "      <td>0.03720</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.04271</td>\n",
       "      <td>34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>157</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.79550</td>\n",
       "      <td>0.03783</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "      <td>34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>158</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.79564</td>\n",
       "      <td>0.03722</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04144</td>\n",
       "      <td>34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>159</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.79578</td>\n",
       "      <td>0.03766</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "      <td>34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>160</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.79703</td>\n",
       "      <td>0.03689</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "      <td>35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>161</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.79717</td>\n",
       "      <td>0.03734</td>\n",
       "      <td>0.00010</td>\n",
       "      <td>0.04205</td>\n",
       "      <td>35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>162</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.79731</td>\n",
       "      <td>0.03750</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "      <td>35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>163</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.79745</td>\n",
       "      <td>0.03684</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>0.04158</td>\n",
       "      <td>35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>164</th>\n",
       "      <td>1</td>\n",
       "      <td>56515.79758</td>\n",
       "      <td>0.03738</td>\n",
       "      <td>0.00009</td>\n",
       "      <td>NaN</td>\n",
       "      <td>35</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>165 rows × 6 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     Channel          MJD     flux    eflux  bigflux  timebin\n",
       "0          1  56515.26132  0.03843  0.00009  0.04369        0\n",
       "1          1  56515.26145  0.03806  0.00009      NaN        0\n",
       "2          1  56515.26159  0.03825  0.00009  0.04330        0\n",
       "3          1  56515.26173  0.03864  0.00009  0.04395        0\n",
       "4          1  56515.26187  0.03834  0.00009  0.04327        0\n",
       "5          1  56515.28608  0.03781  0.00009  0.04378        1\n",
       "6          1  56515.28621  0.03816  0.00009  0.04341        1\n",
       "7          1  56515.28635  0.03874  0.00009  0.04334        1\n",
       "8          1  56515.28649  0.03852  0.00009  0.04389        1\n",
       "9          1  56515.28662  0.03846  0.00009  0.04362        1\n",
       "10         1  56515.31301  0.03817  0.00009      NaN        2\n",
       "11         1  56515.31313  0.03829  0.00009  0.04235        2\n",
       "12         1  56515.31328  0.03806  0.00009  0.04327        2\n",
       "13         1  56515.31341  0.03828  0.00009  0.04421        2\n",
       "14         1  56515.31355  0.03879  0.00009  0.04246        2\n",
       "15         1  56515.32855  0.03757  0.00009  0.04369        3\n",
       "16         1  56515.32867  0.03891  0.00009  0.04332        3\n",
       "17         1  56515.32882  0.03825  0.00009  0.04379        3\n",
       "18         1  56515.32896  0.03905  0.00010  0.04488        3\n",
       "19         1  56515.32909  0.03898  0.00009  0.04281        3\n",
       "20         1  56515.35712  0.03846  0.00000      NaN        4\n",
       "21         1  56515.37290  0.03803  0.00009      NaN        4\n",
       "22         1  56515.37302  0.03809  0.00009  0.04314        4\n",
       "23         1  56515.37317  0.03904  0.00009  0.04407        4\n",
       "24         1  56515.37330  0.03865  0.00010  0.04419        4\n",
       "25         1  56515.37344  0.03787  0.00009  0.04197        5\n",
       "26         1  56515.37469  0.03752  0.00009      NaN        5\n",
       "27         1  56515.37482  0.03832  0.00009  0.04240        5\n",
       "28         1  56515.37497  0.03836  0.00009  0.04302        5\n",
       "29         1  56515.37510  0.03876  0.00009      NaN        5\n",
       "..       ...          ...      ...      ...      ...      ...\n",
       "135        1  56515.72982  0.03521  0.00009      NaN       30\n",
       "136        1  56515.72995  0.03561  0.00009  0.04125       30\n",
       "137        1  56515.73009  0.03585  0.00010      NaN       30\n",
       "138        1  56515.73022  0.03544  0.00009  0.04015       30\n",
       "139        1  56515.73036  0.03558  0.00009  0.03963       30\n",
       "140        1  56515.74783  0.03641  0.00010  0.04048       31\n",
       "141        1  56515.74796  0.03577  0.00009  0.03960       31\n",
       "142        1  56515.74811  0.03633  0.00009      NaN       31\n",
       "143        1  56515.74824  0.03612  0.00009  0.04036       31\n",
       "144        1  56515.74837  0.03629  0.00009      NaN       31\n",
       "145        1  56515.77532  0.03646  0.00009  0.04170       32\n",
       "146        1  56515.77545  0.03742  0.00010  0.04208       32\n",
       "147        1  56515.77559  0.03704  0.00009  0.04229       32\n",
       "148        1  56515.77573  0.03694  0.00009  0.04166       32\n",
       "149        1  56515.77587  0.03682  0.00009      NaN       32\n",
       "150        1  56515.79343  0.03719  0.00009      NaN       33\n",
       "151        1  56515.79356  0.03728  0.00010  0.04243       33\n",
       "152        1  56515.79370  0.03712  0.00009      NaN       33\n",
       "153        1  56515.79384  0.03767  0.00009  0.04301       33\n",
       "154        1  56515.79398  0.03747  0.00010      NaN       33\n",
       "155        1  56515.79523  0.03765  0.00009      NaN       34\n",
       "156        1  56515.79536  0.03720  0.00010  0.04271       34\n",
       "157        1  56515.79550  0.03783  0.00009      NaN       34\n",
       "158        1  56515.79564  0.03722  0.00009  0.04144       34\n",
       "159        1  56515.79578  0.03766  0.00009      NaN       34\n",
       "160        1  56515.79703  0.03689  0.00009      NaN       35\n",
       "161        1  56515.79717  0.03734  0.00010  0.04205       35\n",
       "162        1  56515.79731  0.03750  0.00009      NaN       35\n",
       "163        1  56515.79745  0.03684  0.00009  0.04158       35\n",
       "164        1  56515.79758  0.03738  0.00009      NaN       35\n",
       "\n",
       "[165 rows x 6 columns]"
      ]
     },
     "execution_count": 46,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sorted_ch1_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0      0\n",
       "1      0\n",
       "2      0\n",
       "3      0\n",
       "4      0\n",
       "5      0\n",
       "6      0\n",
       "7      0\n",
       "8      0\n",
       "9      0\n",
       "10     0\n",
       "11     0\n",
       "12     0\n",
       "13     0\n",
       "14     0\n",
       "15     0\n",
       "16     0\n",
       "17     0\n",
       "18     0\n",
       "19     0\n",
       "20     0\n",
       "21     0\n",
       "22     0\n",
       "23     0\n",
       "24     0\n",
       "25     0\n",
       "26     0\n",
       "27     0\n",
       "28     0\n",
       "29     0\n",
       "      ..\n",
       "135    0\n",
       "136    0\n",
       "137    0\n",
       "138    0\n",
       "139    0\n",
       "140    0\n",
       "141    0\n",
       "142    0\n",
       "143    0\n",
       "144    0\n",
       "145    0\n",
       "146    0\n",
       "147    0\n",
       "148    0\n",
       "149    0\n",
       "150    0\n",
       "151    0\n",
       "152    0\n",
       "153    0\n",
       "154    0\n",
       "155    0\n",
       "156    0\n",
       "157    0\n",
       "158    0\n",
       "159    0\n",
       "160    0\n",
       "161    0\n",
       "162    0\n",
       "163    0\n",
       "164    0\n",
       "Name: timebin, dtype: int64"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sorted_ch1_df.timebin"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0, 1, 2, 3, 4])"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "binwidth=5\n",
    "np.arange(binwidth)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "ename": "NameError",
     "evalue": "name 'ratio1' 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-25-d48fa38d8743>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0;32mif\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfloor\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mratio1\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;36m0\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0;31m### First dither in set\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m      2\u001b[0m     \u001b[0msorted_ch1_df\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mix\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0msorted_ch1_df\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtimebin\u001b[0m\u001b[0;34m==\u001b[0m\u001b[0mobs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'timebin'\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mthistimebin\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      3\u001b[0m     \u001b[0mobs\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mobs\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      4\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mfloor\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mratio1\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0;36m1\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0;31m### Second dither\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m      5\u001b[0m         \u001b[0msorted_ch1_df\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mix\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0msorted_ch1_df\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtimebin\u001b[0m\u001b[0;34m==\u001b[0m\u001b[0mobs\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m'timebin'\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mthistimebin\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mNameError\u001b[0m: name 'ratio1' is not defined"
     ]
    }
   ],
   "source": [
    "    if (np.floor(ratio1[0]) == 0): ### First dither in set\n",
    "        sorted_ch1_df.ix[sorted_ch1_df.timebin==obs, 'timebin'] = thistimebin\n",
    "        obs = obs + 1\n",
    "        if (np.floor(ratio1[1]) == 1): ### Second dither\n",
    "            sorted_ch1_df.ix[sorted_ch1_df.timebin==obs, 'timebin'] = thistimebin\n",
    "            obs = obs + 1\n",
    "            if (np.floor(ratio1[2]) == 2): ### third dither\n",
    "                sorted_ch1_df.ix[sorted_ch1_df.timebin==obs, 'timebin'] = thistimebin\n",
    "                obs = obs + 1\n",
    "                if (np.floor(ratio1[3]) == 3): ### fourth dither\n",
    "                    sorted_ch1_df.ix[sorted_ch1_df.timebin==obs, 'timebin'] = thistimebin\n",
    "                    obs = obs + 1\n",
    "                    if (np.floor(ratio1[4]) == 4): ### final possible dither\n",
    "                        sorted_ch1_df.ix[sorted_ch1_df.timebin==obs, 'timebin'] = thistimebin\n",
    "                        obs = obs + 1\n",
    "    print 'end of loop' + str(obs)\n",
    "    thistimebin = thistimebin + 1\n",
    "    \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
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