testing.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>cluster_id</th>\n",
       "      <th>fitted</th>\n",
       "      <th>index</th>\n",
       "      <th>orig</th>\n",
       "      <th>param_num</th>\n",
       "      <th>params</th>\n",
       "      <th>rmse</th>\n",
       "      <th>vert</th>\n",
       "      <th>year</th>\n",
       "      <th>.geo</th>\n",
       "      <th>...</th>\n",
       "      <th>n_segs</th>\n",
       "      <th>vertscore</th>\n",
       "      <th>rankVscore</th>\n",
       "      <th>rankAICc</th>\n",
       "      <th>combined</th>\n",
       "      <th>selected</th>\n",
       "      <th>spikeThreshold</th>\n",
       "      <th>maxSegments</th>\n",
       "      <th>recoveryThreshold</th>\n",
       "      <th>pvalThreshold</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>27216</th>\n",
       "      <td>37</td>\n",
       "      <td>[-1387.5969128188474, -1386.098998827755, -138...</td>\n",
       "      <td>TCW</td>\n",
       "      <td>[-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...</td>\n",
       "      <td>72</td>\n",
       "      <td>{spikeThreshold=0.75, timeseries=&lt;ImageCollect...</td>\n",
       "      <td>242.010365</td>\n",
       "      <td>[1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
       "      <td>[1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....</td>\n",
       "      <td>{\"type\":\"Point\",\"coordinates\":[0.0101060469463...</td>\n",
       "      <td>...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>158.958333</td>\n",
       "      <td>720.0</td>\n",
       "      <td>336.0</td>\n",
       "      <td>737.376</td>\n",
       "      <td>101</td>\n",
       "      <td>0.75</td>\n",
       "      <td>10.0</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27217</th>\n",
       "      <td>37</td>\n",
       "      <td>[-1387.5969128188474, -1386.098998827755, -138...</td>\n",
       "      <td>TCW</td>\n",
       "      <td>[-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...</td>\n",
       "      <td>73</td>\n",
       "      <td>{spikeThreshold=0.75, timeseries=&lt;ImageCollect...</td>\n",
       "      <td>242.010365</td>\n",
       "      <td>[1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
       "      <td>[1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....</td>\n",
       "      <td>{\"type\":\"Point\",\"coordinates\":[0.0101060469463...</td>\n",
       "      <td>...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>158.958333</td>\n",
       "      <td>720.0</td>\n",
       "      <td>336.0</td>\n",
       "      <td>737.376</td>\n",
       "      <td>101</td>\n",
       "      <td>0.75</td>\n",
       "      <td>10.0</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27218</th>\n",
       "      <td>37</td>\n",
       "      <td>[-1387.5969128188474, -1386.098998827755, -138...</td>\n",
       "      <td>TCW</td>\n",
       "      <td>[-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...</td>\n",
       "      <td>74</td>\n",
       "      <td>{spikeThreshold=0.75, timeseries=&lt;ImageCollect...</td>\n",
       "      <td>242.010365</td>\n",
       "      <td>[1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
       "      <td>[1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....</td>\n",
       "      <td>{\"type\":\"Point\",\"coordinates\":[0.0101060469463...</td>\n",
       "      <td>...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>158.958333</td>\n",
       "      <td>720.0</td>\n",
       "      <td>336.0</td>\n",
       "      <td>737.376</td>\n",
       "      <td>101</td>\n",
       "      <td>0.75</td>\n",
       "      <td>10.0</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27219</th>\n",
       "      <td>37</td>\n",
       "      <td>[-1387.5969128188474, -1386.098998827755, -138...</td>\n",
       "      <td>TCW</td>\n",
       "      <td>[-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...</td>\n",
       "      <td>75</td>\n",
       "      <td>{spikeThreshold=0.75, timeseries=&lt;ImageCollect...</td>\n",
       "      <td>242.010365</td>\n",
       "      <td>[1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
       "      <td>[1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....</td>\n",
       "      <td>{\"type\":\"Point\",\"coordinates\":[0.0101060469463...</td>\n",
       "      <td>...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>158.958333</td>\n",
       "      <td>720.0</td>\n",
       "      <td>336.0</td>\n",
       "      <td>737.376</td>\n",
       "      <td>101</td>\n",
       "      <td>0.75</td>\n",
       "      <td>10.0</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27220</th>\n",
       "      <td>37</td>\n",
       "      <td>[-1387.5969128188474, -1386.098998827755, -138...</td>\n",
       "      <td>TCW</td>\n",
       "      <td>[-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...</td>\n",
       "      <td>76</td>\n",
       "      <td>{spikeThreshold=0.75, timeseries=&lt;ImageCollect...</td>\n",
       "      <td>242.010365</td>\n",
       "      <td>[1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
       "      <td>[1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....</td>\n",
       "      <td>{\"type\":\"Point\",\"coordinates\":[0.0101060469463...</td>\n",
       "      <td>...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>158.958333</td>\n",
       "      <td>720.0</td>\n",
       "      <td>336.0</td>\n",
       "      <td>737.376</td>\n",
       "      <td>101</td>\n",
       "      <td>0.75</td>\n",
       "      <td>10.0</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27221</th>\n",
       "      <td>37</td>\n",
       "      <td>[-1387.5969128188474, -1386.098998827755, -138...</td>\n",
       "      <td>TCW</td>\n",
       "      <td>[-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...</td>\n",
       "      <td>77</td>\n",
       "      <td>{spikeThreshold=0.75, timeseries=&lt;ImageCollect...</td>\n",
       "      <td>242.010365</td>\n",
       "      <td>[1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
       "      <td>[1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....</td>\n",
       "      <td>{\"type\":\"Point\",\"coordinates\":[0.0101060469463...</td>\n",
       "      <td>...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>158.958333</td>\n",
       "      <td>720.0</td>\n",
       "      <td>336.0</td>\n",
       "      <td>737.376</td>\n",
       "      <td>101</td>\n",
       "      <td>0.75</td>\n",
       "      <td>10.0</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27222</th>\n",
       "      <td>37</td>\n",
       "      <td>[-1387.5969128188474, -1386.098998827755, -138...</td>\n",
       "      <td>TCW</td>\n",
       "      <td>[-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...</td>\n",
       "      <td>78</td>\n",
       "      <td>{spikeThreshold=0.75, timeseries=&lt;ImageCollect...</td>\n",
       "      <td>242.010365</td>\n",
       "      <td>[1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
       "      <td>[1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....</td>\n",
       "      <td>{\"type\":\"Point\",\"coordinates\":[0.0101060469463...</td>\n",
       "      <td>...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>158.958333</td>\n",
       "      <td>720.0</td>\n",
       "      <td>336.0</td>\n",
       "      <td>737.376</td>\n",
       "      <td>101</td>\n",
       "      <td>0.75</td>\n",
       "      <td>10.0</td>\n",
       "      <td>0.90</td>\n",
       "      <td>0.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27223</th>\n",
       "      <td>37</td>\n",
       "      <td>[-1387.5969128188474, -1386.098998827755, -138...</td>\n",
       "      <td>TCW</td>\n",
       "      <td>[-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...</td>\n",
       "      <td>79</td>\n",
       "      <td>{spikeThreshold=0.75, timeseries=&lt;ImageCollect...</td>\n",
       "      <td>242.010365</td>\n",
       "      <td>[1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
       "      <td>[1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....</td>\n",
       "      <td>{\"type\":\"Point\",\"coordinates\":[0.0101060469463...</td>\n",
       "      <td>...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>158.958333</td>\n",
       "      <td>720.0</td>\n",
       "      <td>336.0</td>\n",
       "      <td>737.376</td>\n",
       "      <td>101</td>\n",
       "      <td>0.75</td>\n",
       "      <td>10.0</td>\n",
       "      <td>0.90</td>\n",
       "      <td>0.10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27224</th>\n",
       "      <td>37</td>\n",
       "      <td>[-1387.5969128188474, -1386.098998827755, -138...</td>\n",
       "      <td>TCW</td>\n",
       "      <td>[-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...</td>\n",
       "      <td>80</td>\n",
       "      <td>{spikeThreshold=0.75, timeseries=&lt;ImageCollect...</td>\n",
       "      <td>242.010365</td>\n",
       "      <td>[1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
       "      <td>[1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....</td>\n",
       "      <td>{\"type\":\"Point\",\"coordinates\":[0.0101060469463...</td>\n",
       "      <td>...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>158.958333</td>\n",
       "      <td>720.0</td>\n",
       "      <td>336.0</td>\n",
       "      <td>737.376</td>\n",
       "      <td>101</td>\n",
       "      <td>0.75</td>\n",
       "      <td>10.0</td>\n",
       "      <td>0.90</td>\n",
       "      <td>0.15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27225</th>\n",
       "      <td>37</td>\n",
       "      <td>[-1387.5969128188474, -1386.098998827755, -138...</td>\n",
       "      <td>TCW</td>\n",
       "      <td>[-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...</td>\n",
       "      <td>81</td>\n",
       "      <td>{spikeThreshold=0.75, timeseries=&lt;ImageCollect...</td>\n",
       "      <td>242.010365</td>\n",
       "      <td>[1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
       "      <td>[1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....</td>\n",
       "      <td>{\"type\":\"Point\",\"coordinates\":[0.0101060469463...</td>\n",
       "      <td>...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>158.958333</td>\n",
       "      <td>720.0</td>\n",
       "      <td>336.0</td>\n",
       "      <td>737.376</td>\n",
       "      <td>101</td>\n",
       "      <td>0.75</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27226</th>\n",
       "      <td>37</td>\n",
       "      <td>[-1387.5969128188474, -1386.098998827755, -138...</td>\n",
       "      <td>TCW</td>\n",
       "      <td>[-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...</td>\n",
       "      <td>82</td>\n",
       "      <td>{spikeThreshold=0.75, timeseries=&lt;ImageCollect...</td>\n",
       "      <td>242.010365</td>\n",
       "      <td>[1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
       "      <td>[1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....</td>\n",
       "      <td>{\"type\":\"Point\",\"coordinates\":[0.0101060469463...</td>\n",
       "      <td>...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>158.958333</td>\n",
       "      <td>720.0</td>\n",
       "      <td>336.0</td>\n",
       "      <td>737.376</td>\n",
       "      <td>101</td>\n",
       "      <td>0.75</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27227</th>\n",
       "      <td>37</td>\n",
       "      <td>[-1387.5969128188474, -1386.098998827755, -138...</td>\n",
       "      <td>TCW</td>\n",
       "      <td>[-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...</td>\n",
       "      <td>83</td>\n",
       "      <td>{spikeThreshold=0.75, timeseries=&lt;ImageCollect...</td>\n",
       "      <td>242.010365</td>\n",
       "      <td>[1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
       "      <td>[1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....</td>\n",
       "      <td>{\"type\":\"Point\",\"coordinates\":[0.0101060469463...</td>\n",
       "      <td>...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>158.958333</td>\n",
       "      <td>720.0</td>\n",
       "      <td>336.0</td>\n",
       "      <td>737.376</td>\n",
       "      <td>101</td>\n",
       "      <td>0.75</td>\n",
       "      <td>10.0</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27231</th>\n",
       "      <td>37</td>\n",
       "      <td>[-1387.5969128188474, -1386.098998827755, -138...</td>\n",
       "      <td>TCW</td>\n",
       "      <td>[-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...</td>\n",
       "      <td>111</td>\n",
       "      <td>{spikeThreshold=0.75, timeseries=&lt;ImageCollect...</td>\n",
       "      <td>242.010365</td>\n",
       "      <td>[1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
       "      <td>[1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....</td>\n",
       "      <td>{\"type\":\"Point\",\"coordinates\":[0.0101060469463...</td>\n",
       "      <td>...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>158.958333</td>\n",
       "      <td>720.0</td>\n",
       "      <td>336.0</td>\n",
       "      <td>737.376</td>\n",
       "      <td>101</td>\n",
       "      <td>0.75</td>\n",
       "      <td>11.0</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27232</th>\n",
       "      <td>37</td>\n",
       "      <td>[-1387.5969128188474, -1386.098998827755, -138...</td>\n",
       "      <td>TCW</td>\n",
       "      <td>[-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...</td>\n",
       "      <td>112</td>\n",
       "      <td>{spikeThreshold=0.75, timeseries=&lt;ImageCollect...</td>\n",
       "      <td>242.010365</td>\n",
       "      <td>[1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
       "      <td>[1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....</td>\n",
       "      <td>{\"type\":\"Point\",\"coordinates\":[0.0101060469463...</td>\n",
       "      <td>...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>158.958333</td>\n",
       "      <td>720.0</td>\n",
       "      <td>336.0</td>\n",
       "      <td>737.376</td>\n",
       "      <td>101</td>\n",
       "      <td>0.75</td>\n",
       "      <td>11.0</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27233</th>\n",
       "      <td>37</td>\n",
       "      <td>[-1387.5969128188474, -1386.098998827755, -138...</td>\n",
       "      <td>TCW</td>\n",
       "      <td>[-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...</td>\n",
       "      <td>113</td>\n",
       "      <td>{spikeThreshold=0.75, timeseries=&lt;ImageCollect...</td>\n",
       "      <td>242.010365</td>\n",
       "      <td>[1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
       "      <td>[1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....</td>\n",
       "      <td>{\"type\":\"Point\",\"coordinates\":[0.0101060469463...</td>\n",
       "      <td>...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>158.958333</td>\n",
       "      <td>720.0</td>\n",
       "      <td>336.0</td>\n",
       "      <td>737.376</td>\n",
       "      <td>101</td>\n",
       "      <td>0.75</td>\n",
       "      <td>11.0</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27234</th>\n",
       "      <td>37</td>\n",
       "      <td>[-1387.5969128188474, -1386.098998827755, -138...</td>\n",
       "      <td>TCW</td>\n",
       "      <td>[-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...</td>\n",
       "      <td>114</td>\n",
       "      <td>{spikeThreshold=0.75, timeseries=&lt;ImageCollect...</td>\n",
       "      <td>242.010365</td>\n",
       "      <td>[1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
       "      <td>[1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....</td>\n",
       "      <td>{\"type\":\"Point\",\"coordinates\":[0.0101060469463...</td>\n",
       "      <td>...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>158.958333</td>\n",
       "      <td>720.0</td>\n",
       "      <td>336.0</td>\n",
       "      <td>737.376</td>\n",
       "      <td>101</td>\n",
       "      <td>0.75</td>\n",
       "      <td>11.0</td>\n",
       "      <td>0.90</td>\n",
       "      <td>0.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27235</th>\n",
       "      <td>37</td>\n",
       "      <td>[-1387.5969128188474, -1386.098998827755, -138...</td>\n",
       "      <td>TCW</td>\n",
       "      <td>[-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...</td>\n",
       "      <td>115</td>\n",
       "      <td>{spikeThreshold=0.75, timeseries=&lt;ImageCollect...</td>\n",
       "      <td>242.010365</td>\n",
       "      <td>[1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
       "      <td>[1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....</td>\n",
       "      <td>{\"type\":\"Point\",\"coordinates\":[0.0101060469463...</td>\n",
       "      <td>...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>158.958333</td>\n",
       "      <td>720.0</td>\n",
       "      <td>336.0</td>\n",
       "      <td>737.376</td>\n",
       "      <td>101</td>\n",
       "      <td>0.75</td>\n",
       "      <td>11.0</td>\n",
       "      <td>0.90</td>\n",
       "      <td>0.10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27236</th>\n",
       "      <td>37</td>\n",
       "      <td>[-1387.5969128188474, -1386.098998827755, -138...</td>\n",
       "      <td>TCW</td>\n",
       "      <td>[-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...</td>\n",
       "      <td>116</td>\n",
       "      <td>{spikeThreshold=0.75, timeseries=&lt;ImageCollect...</td>\n",
       "      <td>242.010365</td>\n",
       "      <td>[1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
       "      <td>[1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....</td>\n",
       "      <td>{\"type\":\"Point\",\"coordinates\":[0.0101060469463...</td>\n",
       "      <td>...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>158.958333</td>\n",
       "      <td>720.0</td>\n",
       "      <td>336.0</td>\n",
       "      <td>737.376</td>\n",
       "      <td>101</td>\n",
       "      <td>0.75</td>\n",
       "      <td>11.0</td>\n",
       "      <td>0.90</td>\n",
       "      <td>0.15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27237</th>\n",
       "      <td>37</td>\n",
       "      <td>[-1387.5969128188474, -1386.098998827755, -138...</td>\n",
       "      <td>TCW</td>\n",
       "      <td>[-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...</td>\n",
       "      <td>117</td>\n",
       "      <td>{spikeThreshold=0.75, timeseries=&lt;ImageCollect...</td>\n",
       "      <td>242.010365</td>\n",
       "      <td>[1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
       "      <td>[1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....</td>\n",
       "      <td>{\"type\":\"Point\",\"coordinates\":[0.0101060469463...</td>\n",
       "      <td>...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>158.958333</td>\n",
       "      <td>720.0</td>\n",
       "      <td>336.0</td>\n",
       "      <td>737.376</td>\n",
       "      <td>101</td>\n",
       "      <td>0.75</td>\n",
       "      <td>11.0</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27238</th>\n",
       "      <td>37</td>\n",
       "      <td>[-1387.5969128188474, -1386.098998827755, -138...</td>\n",
       "      <td>TCW</td>\n",
       "      <td>[-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...</td>\n",
       "      <td>118</td>\n",
       "      <td>{spikeThreshold=0.75, timeseries=&lt;ImageCollect...</td>\n",
       "      <td>242.010365</td>\n",
       "      <td>[1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
       "      <td>[1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....</td>\n",
       "      <td>{\"type\":\"Point\",\"coordinates\":[0.0101060469463...</td>\n",
       "      <td>...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>158.958333</td>\n",
       "      <td>720.0</td>\n",
       "      <td>336.0</td>\n",
       "      <td>737.376</td>\n",
       "      <td>101</td>\n",
       "      <td>0.75</td>\n",
       "      <td>11.0</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27239</th>\n",
       "      <td>37</td>\n",
       "      <td>[-1387.5969128188474, -1386.098998827755, -138...</td>\n",
       "      <td>TCW</td>\n",
       "      <td>[-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...</td>\n",
       "      <td>119</td>\n",
       "      <td>{spikeThreshold=0.75, timeseries=&lt;ImageCollect...</td>\n",
       "      <td>242.010365</td>\n",
       "      <td>[1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
       "      <td>[1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....</td>\n",
       "      <td>{\"type\":\"Point\",\"coordinates\":[0.0101060469463...</td>\n",
       "      <td>...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>158.958333</td>\n",
       "      <td>720.0</td>\n",
       "      <td>336.0</td>\n",
       "      <td>737.376</td>\n",
       "      <td>101</td>\n",
       "      <td>0.75</td>\n",
       "      <td>11.0</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27240</th>\n",
       "      <td>37</td>\n",
       "      <td>[-1387.5969128188474, -1386.098998827755, -138...</td>\n",
       "      <td>TCW</td>\n",
       "      <td>[-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...</td>\n",
       "      <td>0</td>\n",
       "      <td>{spikeThreshold=0.75, timeseries=&lt;ImageCollect...</td>\n",
       "      <td>242.010365</td>\n",
       "      <td>[1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
       "      <td>[1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....</td>\n",
       "      <td>{\"type\":\"Point\",\"coordinates\":[0.0101060469463...</td>\n",
       "      <td>...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>158.958333</td>\n",
       "      <td>720.0</td>\n",
       "      <td>336.0</td>\n",
       "      <td>737.376</td>\n",
       "      <td>101</td>\n",
       "      <td>0.75</td>\n",
       "      <td>6.0</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27241</th>\n",
       "      <td>37</td>\n",
       "      <td>[-1387.5969128188474, -1386.098998827755, -138...</td>\n",
       "      <td>TCW</td>\n",
       "      <td>[-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...</td>\n",
       "      <td>1</td>\n",
       "      <td>{spikeThreshold=0.75, timeseries=&lt;ImageCollect...</td>\n",
       "      <td>242.010365</td>\n",
       "      <td>[1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
       "      <td>[1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....</td>\n",
       "      <td>{\"type\":\"Point\",\"coordinates\":[0.0101060469463...</td>\n",
       "      <td>...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>158.958333</td>\n",
       "      <td>720.0</td>\n",
       "      <td>336.0</td>\n",
       "      <td>737.376</td>\n",
       "      <td>101</td>\n",
       "      <td>0.75</td>\n",
       "      <td>6.0</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27242</th>\n",
       "      <td>37</td>\n",
       "      <td>[-1387.5969128188474, -1386.098998827755, -138...</td>\n",
       "      <td>TCW</td>\n",
       "      <td>[-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...</td>\n",
       "      <td>2</td>\n",
       "      <td>{spikeThreshold=0.75, timeseries=&lt;ImageCollect...</td>\n",
       "      <td>242.010365</td>\n",
       "      <td>[1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
       "      <td>[1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....</td>\n",
       "      <td>{\"type\":\"Point\",\"coordinates\":[0.0101060469463...</td>\n",
       "      <td>...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>158.958333</td>\n",
       "      <td>720.0</td>\n",
       "      <td>336.0</td>\n",
       "      <td>737.376</td>\n",
       "      <td>101</td>\n",
       "      <td>0.75</td>\n",
       "      <td>6.0</td>\n",
       "      <td>0.25</td>\n",
       "      <td>0.15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27243</th>\n",
       "      <td>37</td>\n",
       "      <td>[-1387.5969128188474, -1386.098998827755, -138...</td>\n",
       "      <td>TCW</td>\n",
       "      <td>[-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...</td>\n",
       "      <td>3</td>\n",
       "      <td>{spikeThreshold=0.75, timeseries=&lt;ImageCollect...</td>\n",
       "      <td>242.010365</td>\n",
       "      <td>[1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
       "      <td>[1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....</td>\n",
       "      <td>{\"type\":\"Point\",\"coordinates\":[0.0101060469463...</td>\n",
       "      <td>...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>158.958333</td>\n",
       "      <td>720.0</td>\n",
       "      <td>336.0</td>\n",
       "      <td>737.376</td>\n",
       "      <td>101</td>\n",
       "      <td>0.75</td>\n",
       "      <td>6.0</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27244</th>\n",
       "      <td>37</td>\n",
       "      <td>[-1387.5969128188474, -1386.098998827755, -138...</td>\n",
       "      <td>TCW</td>\n",
       "      <td>[-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...</td>\n",
       "      <td>4</td>\n",
       "      <td>{spikeThreshold=0.75, timeseries=&lt;ImageCollect...</td>\n",
       "      <td>242.010365</td>\n",
       "      <td>[1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
       "      <td>[1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....</td>\n",
       "      <td>{\"type\":\"Point\",\"coordinates\":[0.0101060469463...</td>\n",
       "      <td>...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>158.958333</td>\n",
       "      <td>720.0</td>\n",
       "      <td>336.0</td>\n",
       "      <td>737.376</td>\n",
       "      <td>101</td>\n",
       "      <td>0.75</td>\n",
       "      <td>6.0</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27245</th>\n",
       "      <td>37</td>\n",
       "      <td>[-1387.5969128188474, -1386.098998827755, -138...</td>\n",
       "      <td>TCW</td>\n",
       "      <td>[-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...</td>\n",
       "      <td>5</td>\n",
       "      <td>{spikeThreshold=0.75, timeseries=&lt;ImageCollect...</td>\n",
       "      <td>242.010365</td>\n",
       "      <td>[1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
       "      <td>[1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....</td>\n",
       "      <td>{\"type\":\"Point\",\"coordinates\":[0.0101060469463...</td>\n",
       "      <td>...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>158.958333</td>\n",
       "      <td>720.0</td>\n",
       "      <td>336.0</td>\n",
       "      <td>737.376</td>\n",
       "      <td>101</td>\n",
       "      <td>0.75</td>\n",
       "      <td>6.0</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27246</th>\n",
       "      <td>37</td>\n",
       "      <td>[-1387.5969128188474, -1386.098998827755, -138...</td>\n",
       "      <td>TCW</td>\n",
       "      <td>[-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...</td>\n",
       "      <td>6</td>\n",
       "      <td>{spikeThreshold=0.75, timeseries=&lt;ImageCollect...</td>\n",
       "      <td>242.010365</td>\n",
       "      <td>[1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
       "      <td>[1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....</td>\n",
       "      <td>{\"type\":\"Point\",\"coordinates\":[0.0101060469463...</td>\n",
       "      <td>...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>158.958333</td>\n",
       "      <td>720.0</td>\n",
       "      <td>336.0</td>\n",
       "      <td>737.376</td>\n",
       "      <td>101</td>\n",
       "      <td>0.75</td>\n",
       "      <td>6.0</td>\n",
       "      <td>0.90</td>\n",
       "      <td>0.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27247</th>\n",
       "      <td>37</td>\n",
       "      <td>[-1387.5969128188474, -1386.098998827755, -138...</td>\n",
       "      <td>TCW</td>\n",
       "      <td>[-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...</td>\n",
       "      <td>7</td>\n",
       "      <td>{spikeThreshold=0.75, timeseries=&lt;ImageCollect...</td>\n",
       "      <td>242.010365</td>\n",
       "      <td>[1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
       "      <td>[1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....</td>\n",
       "      <td>{\"type\":\"Point\",\"coordinates\":[0.0101060469463...</td>\n",
       "      <td>...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>158.958333</td>\n",
       "      <td>720.0</td>\n",
       "      <td>336.0</td>\n",
       "      <td>737.376</td>\n",
       "      <td>101</td>\n",
       "      <td>0.75</td>\n",
       "      <td>6.0</td>\n",
       "      <td>0.90</td>\n",
       "      <td>0.10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27248</th>\n",
       "      <td>37</td>\n",
       "      <td>[-1387.5969128188474, -1386.098998827755, -138...</td>\n",
       "      <td>TCW</td>\n",
       "      <td>[-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...</td>\n",
       "      <td>8</td>\n",
       "      <td>{spikeThreshold=0.75, timeseries=&lt;ImageCollect...</td>\n",
       "      <td>242.010365</td>\n",
       "      <td>[1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
       "      <td>[1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....</td>\n",
       "      <td>{\"type\":\"Point\",\"coordinates\":[0.0101060469463...</td>\n",
       "      <td>...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>158.958333</td>\n",
       "      <td>720.0</td>\n",
       "      <td>336.0</td>\n",
       "      <td>737.376</td>\n",
       "      <td>101</td>\n",
       "      <td>0.75</td>\n",
       "      <td>6.0</td>\n",
       "      <td>0.90</td>\n",
       "      <td>0.15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27249</th>\n",
       "      <td>37</td>\n",
       "      <td>[-1387.5969128188474, -1386.098998827755, -138...</td>\n",
       "      <td>TCW</td>\n",
       "      <td>[-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...</td>\n",
       "      <td>9</td>\n",
       "      <td>{spikeThreshold=0.75, timeseries=&lt;ImageCollect...</td>\n",
       "      <td>242.010365</td>\n",
       "      <td>[1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
       "      <td>[1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....</td>\n",
       "      <td>{\"type\":\"Point\",\"coordinates\":[0.0101060469463...</td>\n",
       "      <td>...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>158.958333</td>\n",
       "      <td>720.0</td>\n",
       "      <td>336.0</td>\n",
       "      <td>737.376</td>\n",
       "      <td>101</td>\n",
       "      <td>0.75</td>\n",
       "      <td>6.0</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27250</th>\n",
       "      <td>37</td>\n",
       "      <td>[-1387.5969128188474, -1386.098998827755, -138...</td>\n",
       "      <td>TCW</td>\n",
       "      <td>[-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...</td>\n",
       "      <td>10</td>\n",
       "      <td>{spikeThreshold=0.75, timeseries=&lt;ImageCollect...</td>\n",
       "      <td>242.010365</td>\n",
       "      <td>[1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
       "      <td>[1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....</td>\n",
       "      <td>{\"type\":\"Point\",\"coordinates\":[0.0101060469463...</td>\n",
       "      <td>...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>158.958333</td>\n",
       "      <td>720.0</td>\n",
       "      <td>336.0</td>\n",
       "      <td>737.376</td>\n",
       "      <td>101</td>\n",
       "      <td>0.75</td>\n",
       "      <td>6.0</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27251</th>\n",
       "      <td>37</td>\n",
       "      <td>[-1387.5969128188474, -1386.098998827755, -138...</td>\n",
       "      <td>TCW</td>\n",
       "      <td>[-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...</td>\n",
       "      <td>11</td>\n",
       "      <td>{spikeThreshold=0.75, timeseries=&lt;ImageCollect...</td>\n",
       "      <td>242.010365</td>\n",
       "      <td>[1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
       "      <td>[1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....</td>\n",
       "      <td>{\"type\":\"Point\",\"coordinates\":[0.0101060469463...</td>\n",
       "      <td>...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>158.958333</td>\n",
       "      <td>720.0</td>\n",
       "      <td>336.0</td>\n",
       "      <td>737.376</td>\n",
       "      <td>101</td>\n",
       "      <td>0.75</td>\n",
       "      <td>6.0</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27255</th>\n",
       "      <td>37</td>\n",
       "      <td>[-1387.5969128188474, -1386.098998827755, -138...</td>\n",
       "      <td>TCW</td>\n",
       "      <td>[-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...</td>\n",
       "      <td>39</td>\n",
       "      <td>{spikeThreshold=0.75, timeseries=&lt;ImageCollect...</td>\n",
       "      <td>242.010365</td>\n",
       "      <td>[1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
       "      <td>[1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....</td>\n",
       "      <td>{\"type\":\"Point\",\"coordinates\":[0.0101060469463...</td>\n",
       "      <td>...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>158.958333</td>\n",
       "      <td>720.0</td>\n",
       "      <td>336.0</td>\n",
       "      <td>737.376</td>\n",
       "      <td>101</td>\n",
       "      <td>0.75</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27256</th>\n",
       "      <td>37</td>\n",
       "      <td>[-1387.5969128188474, -1386.098998827755, -138...</td>\n",
       "      <td>TCW</td>\n",
       "      <td>[-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...</td>\n",
       "      <td>40</td>\n",
       "      <td>{spikeThreshold=0.75, timeseries=&lt;ImageCollect...</td>\n",
       "      <td>242.010365</td>\n",
       "      <td>[1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
       "      <td>[1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....</td>\n",
       "      <td>{\"type\":\"Point\",\"coordinates\":[0.0101060469463...</td>\n",
       "      <td>...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>158.958333</td>\n",
       "      <td>720.0</td>\n",
       "      <td>336.0</td>\n",
       "      <td>737.376</td>\n",
       "      <td>101</td>\n",
       "      <td>0.75</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27257</th>\n",
       "      <td>37</td>\n",
       "      <td>[-1387.5969128188474, -1386.098998827755, -138...</td>\n",
       "      <td>TCW</td>\n",
       "      <td>[-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...</td>\n",
       "      <td>41</td>\n",
       "      <td>{spikeThreshold=0.75, timeseries=&lt;ImageCollect...</td>\n",
       "      <td>242.010365</td>\n",
       "      <td>[1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
       "      <td>[1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....</td>\n",
       "      <td>{\"type\":\"Point\",\"coordinates\":[0.0101060469463...</td>\n",
       "      <td>...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>158.958333</td>\n",
       "      <td>720.0</td>\n",
       "      <td>336.0</td>\n",
       "      <td>737.376</td>\n",
       "      <td>101</td>\n",
       "      <td>0.75</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.50</td>\n",
       "      <td>0.15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27258</th>\n",
       "      <td>37</td>\n",
       "      <td>[-1387.5969128188474, -1386.098998827755, -138...</td>\n",
       "      <td>TCW</td>\n",
       "      <td>[-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...</td>\n",
       "      <td>42</td>\n",
       "      <td>{spikeThreshold=0.75, timeseries=&lt;ImageCollect...</td>\n",
       "      <td>242.010365</td>\n",
       "      <td>[1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
       "      <td>[1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....</td>\n",
       "      <td>{\"type\":\"Point\",\"coordinates\":[0.0101060469463...</td>\n",
       "      <td>...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>158.958333</td>\n",
       "      <td>720.0</td>\n",
       "      <td>336.0</td>\n",
       "      <td>737.376</td>\n",
       "      <td>101</td>\n",
       "      <td>0.75</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.90</td>\n",
       "      <td>0.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27259</th>\n",
       "      <td>37</td>\n",
       "      <td>[-1387.5969128188474, -1386.098998827755, -138...</td>\n",
       "      <td>TCW</td>\n",
       "      <td>[-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...</td>\n",
       "      <td>43</td>\n",
       "      <td>{spikeThreshold=0.75, timeseries=&lt;ImageCollect...</td>\n",
       "      <td>242.010365</td>\n",
       "      <td>[1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
       "      <td>[1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....</td>\n",
       "      <td>{\"type\":\"Point\",\"coordinates\":[0.0101060469463...</td>\n",
       "      <td>...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>158.958333</td>\n",
       "      <td>720.0</td>\n",
       "      <td>336.0</td>\n",
       "      <td>737.376</td>\n",
       "      <td>101</td>\n",
       "      <td>0.75</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.90</td>\n",
       "      <td>0.10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27260</th>\n",
       "      <td>37</td>\n",
       "      <td>[-1387.5969128188474, -1386.098998827755, -138...</td>\n",
       "      <td>TCW</td>\n",
       "      <td>[-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...</td>\n",
       "      <td>44</td>\n",
       "      <td>{spikeThreshold=0.75, timeseries=&lt;ImageCollect...</td>\n",
       "      <td>242.010365</td>\n",
       "      <td>[1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
       "      <td>[1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....</td>\n",
       "      <td>{\"type\":\"Point\",\"coordinates\":[0.0101060469463...</td>\n",
       "      <td>...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>158.958333</td>\n",
       "      <td>720.0</td>\n",
       "      <td>336.0</td>\n",
       "      <td>737.376</td>\n",
       "      <td>101</td>\n",
       "      <td>0.75</td>\n",
       "      <td>8.0</td>\n",
       "      <td>0.90</td>\n",
       "      <td>0.15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27261</th>\n",
       "      <td>37</td>\n",
       "      <td>[-1387.5969128188474, -1386.098998827755, -138...</td>\n",
       "      <td>TCW</td>\n",
       "      <td>[-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...</td>\n",
       "      <td>45</td>\n",
       "      <td>{spikeThreshold=0.75, timeseries=&lt;ImageCollect...</td>\n",
       "      <td>242.010365</td>\n",
       "      <td>[1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
       "      <td>[1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....</td>\n",
       "      <td>{\"type\":\"Point\",\"coordinates\":[0.0101060469463...</td>\n",
       "      <td>...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>158.958333</td>\n",
       "      <td>720.0</td>\n",
       "      <td>336.0</td>\n",
       "      <td>737.376</td>\n",
       "      <td>101</td>\n",
       "      <td>0.75</td>\n",
       "      <td>8.0</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27262</th>\n",
       "      <td>37</td>\n",
       "      <td>[-1387.5969128188474, -1386.098998827755, -138...</td>\n",
       "      <td>TCW</td>\n",
       "      <td>[-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...</td>\n",
       "      <td>46</td>\n",
       "      <td>{spikeThreshold=0.75, timeseries=&lt;ImageCollect...</td>\n",
       "      <td>242.010365</td>\n",
       "      <td>[1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
       "      <td>[1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....</td>\n",
       "      <td>{\"type\":\"Point\",\"coordinates\":[0.0101060469463...</td>\n",
       "      <td>...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>158.958333</td>\n",
       "      <td>720.0</td>\n",
       "      <td>336.0</td>\n",
       "      <td>737.376</td>\n",
       "      <td>101</td>\n",
       "      <td>0.75</td>\n",
       "      <td>8.0</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27263</th>\n",
       "      <td>37</td>\n",
       "      <td>[-1387.5969128188474, -1386.098998827755, -138...</td>\n",
       "      <td>TCW</td>\n",
       "      <td>[-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...</td>\n",
       "      <td>47</td>\n",
       "      <td>{spikeThreshold=0.75, timeseries=&lt;ImageCollect...</td>\n",
       "      <td>242.010365</td>\n",
       "      <td>[1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...</td>\n",
       "      <td>[1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....</td>\n",
       "      <td>{\"type\":\"Point\",\"coordinates\":[0.0101060469463...</td>\n",
       "      <td>...</td>\n",
       "      <td>3.0</td>\n",
       "      <td>158.958333</td>\n",
       "      <td>720.0</td>\n",
       "      <td>336.0</td>\n",
       "      <td>737.376</td>\n",
       "      <td>101</td>\n",
       "      <td>0.75</td>\n",
       "      <td>8.0</td>\n",
       "      <td>1.00</td>\n",
       "      <td>0.15</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>42 rows × 63 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "       cluster_id                                             fitted index  \\\n",
       "27216          37  [-1387.5969128188474, -1386.098998827755, -138...   TCW   \n",
       "27217          37  [-1387.5969128188474, -1386.098998827755, -138...   TCW   \n",
       "27218          37  [-1387.5969128188474, -1386.098998827755, -138...   TCW   \n",
       "27219          37  [-1387.5969128188474, -1386.098998827755, -138...   TCW   \n",
       "27220          37  [-1387.5969128188474, -1386.098998827755, -138...   TCW   \n",
       "27221          37  [-1387.5969128188474, -1386.098998827755, -138...   TCW   \n",
       "27222          37  [-1387.5969128188474, -1386.098998827755, -138...   TCW   \n",
       "27223          37  [-1387.5969128188474, -1386.098998827755, -138...   TCW   \n",
       "27224          37  [-1387.5969128188474, -1386.098998827755, -138...   TCW   \n",
       "27225          37  [-1387.5969128188474, -1386.098998827755, -138...   TCW   \n",
       "27226          37  [-1387.5969128188474, -1386.098998827755, -138...   TCW   \n",
       "27227          37  [-1387.5969128188474, -1386.098998827755, -138...   TCW   \n",
       "27231          37  [-1387.5969128188474, -1386.098998827755, -138...   TCW   \n",
       "27232          37  [-1387.5969128188474, -1386.098998827755, -138...   TCW   \n",
       "27233          37  [-1387.5969128188474, -1386.098998827755, -138...   TCW   \n",
       "27234          37  [-1387.5969128188474, -1386.098998827755, -138...   TCW   \n",
       "27235          37  [-1387.5969128188474, -1386.098998827755, -138...   TCW   \n",
       "27236          37  [-1387.5969128188474, -1386.098998827755, -138...   TCW   \n",
       "27237          37  [-1387.5969128188474, -1386.098998827755, -138...   TCW   \n",
       "27238          37  [-1387.5969128188474, -1386.098998827755, -138...   TCW   \n",
       "27239          37  [-1387.5969128188474, -1386.098998827755, -138...   TCW   \n",
       "27240          37  [-1387.5969128188474, -1386.098998827755, -138...   TCW   \n",
       "27241          37  [-1387.5969128188474, -1386.098998827755, -138...   TCW   \n",
       "27242          37  [-1387.5969128188474, -1386.098998827755, -138...   TCW   \n",
       "27243          37  [-1387.5969128188474, -1386.098998827755, -138...   TCW   \n",
       "27244          37  [-1387.5969128188474, -1386.098998827755, -138...   TCW   \n",
       "27245          37  [-1387.5969128188474, -1386.098998827755, -138...   TCW   \n",
       "27246          37  [-1387.5969128188474, -1386.098998827755, -138...   TCW   \n",
       "27247          37  [-1387.5969128188474, -1386.098998827755, -138...   TCW   \n",
       "27248          37  [-1387.5969128188474, -1386.098998827755, -138...   TCW   \n",
       "27249          37  [-1387.5969128188474, -1386.098998827755, -138...   TCW   \n",
       "27250          37  [-1387.5969128188474, -1386.098998827755, -138...   TCW   \n",
       "27251          37  [-1387.5969128188474, -1386.098998827755, -138...   TCW   \n",
       "27255          37  [-1387.5969128188474, -1386.098998827755, -138...   TCW   \n",
       "27256          37  [-1387.5969128188474, -1386.098998827755, -138...   TCW   \n",
       "27257          37  [-1387.5969128188474, -1386.098998827755, -138...   TCW   \n",
       "27258          37  [-1387.5969128188474, -1386.098998827755, -138...   TCW   \n",
       "27259          37  [-1387.5969128188474, -1386.098998827755, -138...   TCW   \n",
       "27260          37  [-1387.5969128188474, -1386.098998827755, -138...   TCW   \n",
       "27261          37  [-1387.5969128188474, -1386.098998827755, -138...   TCW   \n",
       "27262          37  [-1387.5969128188474, -1386.098998827755, -138...   TCW   \n",
       "27263          37  [-1387.5969128188474, -1386.098998827755, -138...   TCW   \n",
       "\n",
       "                                                    orig  param_num  \\\n",
       "27216  [-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...         72   \n",
       "27217  [-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...         73   \n",
       "27218  [-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...         74   \n",
       "27219  [-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...         75   \n",
       "27220  [-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...         76   \n",
       "27221  [-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...         77   \n",
       "27222  [-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...         78   \n",
       "27223  [-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...         79   \n",
       "27224  [-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...         80   \n",
       "27225  [-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...         81   \n",
       "27226  [-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...         82   \n",
       "27227  [-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...         83   \n",
       "27231  [-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...        111   \n",
       "27232  [-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...        112   \n",
       "27233  [-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...        113   \n",
       "27234  [-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...        114   \n",
       "27235  [-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...        115   \n",
       "27236  [-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...        116   \n",
       "27237  [-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...        117   \n",
       "27238  [-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...        118   \n",
       "27239  [-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...        119   \n",
       "27240  [-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...          0   \n",
       "27241  [-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...          1   \n",
       "27242  [-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...          2   \n",
       "27243  [-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...          3   \n",
       "27244  [-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...          4   \n",
       "27245  [-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...          5   \n",
       "27246  [-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...          6   \n",
       "27247  [-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...          7   \n",
       "27248  [-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...          8   \n",
       "27249  [-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...          9   \n",
       "27250  [-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...         10   \n",
       "27251  [-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...         11   \n",
       "27255  [-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...         39   \n",
       "27256  [-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...         40   \n",
       "27257  [-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...         41   \n",
       "27258  [-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...         42   \n",
       "27259  [-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...         43   \n",
       "27260  [-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...         44   \n",
       "27261  [-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...         45   \n",
       "27262  [-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...         46   \n",
       "27263  [-1307.0, -1946.0, -1434.0, -1131.0, -1217.0, ...         47   \n",
       "\n",
       "                                                  params        rmse  \\\n",
       "27216  {spikeThreshold=0.75, timeseries=<ImageCollect...  242.010365   \n",
       "27217  {spikeThreshold=0.75, timeseries=<ImageCollect...  242.010365   \n",
       "27218  {spikeThreshold=0.75, timeseries=<ImageCollect...  242.010365   \n",
       "27219  {spikeThreshold=0.75, timeseries=<ImageCollect...  242.010365   \n",
       "27220  {spikeThreshold=0.75, timeseries=<ImageCollect...  242.010365   \n",
       "27221  {spikeThreshold=0.75, timeseries=<ImageCollect...  242.010365   \n",
       "27222  {spikeThreshold=0.75, timeseries=<ImageCollect...  242.010365   \n",
       "27223  {spikeThreshold=0.75, timeseries=<ImageCollect...  242.010365   \n",
       "27224  {spikeThreshold=0.75, timeseries=<ImageCollect...  242.010365   \n",
       "27225  {spikeThreshold=0.75, timeseries=<ImageCollect...  242.010365   \n",
       "27226  {spikeThreshold=0.75, timeseries=<ImageCollect...  242.010365   \n",
       "27227  {spikeThreshold=0.75, timeseries=<ImageCollect...  242.010365   \n",
       "27231  {spikeThreshold=0.75, timeseries=<ImageCollect...  242.010365   \n",
       "27232  {spikeThreshold=0.75, timeseries=<ImageCollect...  242.010365   \n",
       "27233  {spikeThreshold=0.75, timeseries=<ImageCollect...  242.010365   \n",
       "27234  {spikeThreshold=0.75, timeseries=<ImageCollect...  242.010365   \n",
       "27235  {spikeThreshold=0.75, timeseries=<ImageCollect...  242.010365   \n",
       "27236  {spikeThreshold=0.75, timeseries=<ImageCollect...  242.010365   \n",
       "27237  {spikeThreshold=0.75, timeseries=<ImageCollect...  242.010365   \n",
       "27238  {spikeThreshold=0.75, timeseries=<ImageCollect...  242.010365   \n",
       "27239  {spikeThreshold=0.75, timeseries=<ImageCollect...  242.010365   \n",
       "27240  {spikeThreshold=0.75, timeseries=<ImageCollect...  242.010365   \n",
       "27241  {spikeThreshold=0.75, timeseries=<ImageCollect...  242.010365   \n",
       "27242  {spikeThreshold=0.75, timeseries=<ImageCollect...  242.010365   \n",
       "27243  {spikeThreshold=0.75, timeseries=<ImageCollect...  242.010365   \n",
       "27244  {spikeThreshold=0.75, timeseries=<ImageCollect...  242.010365   \n",
       "27245  {spikeThreshold=0.75, timeseries=<ImageCollect...  242.010365   \n",
       "27246  {spikeThreshold=0.75, timeseries=<ImageCollect...  242.010365   \n",
       "27247  {spikeThreshold=0.75, timeseries=<ImageCollect...  242.010365   \n",
       "27248  {spikeThreshold=0.75, timeseries=<ImageCollect...  242.010365   \n",
       "27249  {spikeThreshold=0.75, timeseries=<ImageCollect...  242.010365   \n",
       "27250  {spikeThreshold=0.75, timeseries=<ImageCollect...  242.010365   \n",
       "27251  {spikeThreshold=0.75, timeseries=<ImageCollect...  242.010365   \n",
       "27255  {spikeThreshold=0.75, timeseries=<ImageCollect...  242.010365   \n",
       "27256  {spikeThreshold=0.75, timeseries=<ImageCollect...  242.010365   \n",
       "27257  {spikeThreshold=0.75, timeseries=<ImageCollect...  242.010365   \n",
       "27258  {spikeThreshold=0.75, timeseries=<ImageCollect...  242.010365   \n",
       "27259  {spikeThreshold=0.75, timeseries=<ImageCollect...  242.010365   \n",
       "27260  {spikeThreshold=0.75, timeseries=<ImageCollect...  242.010365   \n",
       "27261  {spikeThreshold=0.75, timeseries=<ImageCollect...  242.010365   \n",
       "27262  {spikeThreshold=0.75, timeseries=<ImageCollect...  242.010365   \n",
       "27263  {spikeThreshold=0.75, timeseries=<ImageCollect...  242.010365   \n",
       "\n",
       "                                                    vert  \\\n",
       "27216  [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n",
       "27217  [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n",
       "27218  [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n",
       "27219  [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n",
       "27220  [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n",
       "27221  [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n",
       "27222  [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n",
       "27223  [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n",
       "27224  [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n",
       "27225  [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n",
       "27226  [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n",
       "27227  [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n",
       "27231  [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n",
       "27232  [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n",
       "27233  [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n",
       "27234  [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n",
       "27235  [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n",
       "27236  [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n",
       "27237  [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n",
       "27238  [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n",
       "27239  [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n",
       "27240  [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n",
       "27241  [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n",
       "27242  [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n",
       "27243  [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n",
       "27244  [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n",
       "27245  [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n",
       "27246  [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n",
       "27247  [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n",
       "27248  [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n",
       "27249  [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n",
       "27250  [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n",
       "27251  [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n",
       "27255  [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n",
       "27256  [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n",
       "27257  [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n",
       "27258  [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n",
       "27259  [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n",
       "27260  [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n",
       "27261  [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n",
       "27262  [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n",
       "27263  [1.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, ...   \n",
       "\n",
       "                                                    year  \\\n",
       "27216  [1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....   \n",
       "27217  [1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....   \n",
       "27218  [1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....   \n",
       "27219  [1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....   \n",
       "27220  [1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....   \n",
       "27221  [1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....   \n",
       "27222  [1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....   \n",
       "27223  [1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....   \n",
       "27224  [1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....   \n",
       "27225  [1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....   \n",
       "27226  [1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....   \n",
       "27227  [1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....   \n",
       "27231  [1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....   \n",
       "27232  [1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....   \n",
       "27233  [1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....   \n",
       "27234  [1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....   \n",
       "27235  [1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....   \n",
       "27236  [1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....   \n",
       "27237  [1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....   \n",
       "27238  [1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....   \n",
       "27239  [1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....   \n",
       "27240  [1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....   \n",
       "27241  [1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....   \n",
       "27242  [1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....   \n",
       "27243  [1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....   \n",
       "27244  [1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....   \n",
       "27245  [1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....   \n",
       "27246  [1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....   \n",
       "27247  [1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....   \n",
       "27248  [1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....   \n",
       "27249  [1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....   \n",
       "27250  [1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....   \n",
       "27251  [1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....   \n",
       "27255  [1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....   \n",
       "27256  [1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....   \n",
       "27257  [1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....   \n",
       "27258  [1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....   \n",
       "27259  [1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....   \n",
       "27260  [1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....   \n",
       "27261  [1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....   \n",
       "27262  [1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....   \n",
       "27263  [1990.0, 1991.0, 1992.0, 1993.0, 1994.0, 1995....   \n",
       "\n",
       "                                                    .geo  ...  n_segs  \\\n",
       "27216  {\"type\":\"Point\",\"coordinates\":[0.0101060469463...  ...     3.0   \n",
       "27217  {\"type\":\"Point\",\"coordinates\":[0.0101060469463...  ...     3.0   \n",
       "27218  {\"type\":\"Point\",\"coordinates\":[0.0101060469463...  ...     3.0   \n",
       "27219  {\"type\":\"Point\",\"coordinates\":[0.0101060469463...  ...     3.0   \n",
       "27220  {\"type\":\"Point\",\"coordinates\":[0.0101060469463...  ...     3.0   \n",
       "27221  {\"type\":\"Point\",\"coordinates\":[0.0101060469463...  ...     3.0   \n",
       "27222  {\"type\":\"Point\",\"coordinates\":[0.0101060469463...  ...     3.0   \n",
       "27223  {\"type\":\"Point\",\"coordinates\":[0.0101060469463...  ...     3.0   \n",
       "27224  {\"type\":\"Point\",\"coordinates\":[0.0101060469463...  ...     3.0   \n",
       "27225  {\"type\":\"Point\",\"coordinates\":[0.0101060469463...  ...     3.0   \n",
       "27226  {\"type\":\"Point\",\"coordinates\":[0.0101060469463...  ...     3.0   \n",
       "27227  {\"type\":\"Point\",\"coordinates\":[0.0101060469463...  ...     3.0   \n",
       "27231  {\"type\":\"Point\",\"coordinates\":[0.0101060469463...  ...     3.0   \n",
       "27232  {\"type\":\"Point\",\"coordinates\":[0.0101060469463...  ...     3.0   \n",
       "27233  {\"type\":\"Point\",\"coordinates\":[0.0101060469463...  ...     3.0   \n",
       "27234  {\"type\":\"Point\",\"coordinates\":[0.0101060469463...  ...     3.0   \n",
       "27235  {\"type\":\"Point\",\"coordinates\":[0.0101060469463...  ...     3.0   \n",
       "27236  {\"type\":\"Point\",\"coordinates\":[0.0101060469463...  ...     3.0   \n",
       "27237  {\"type\":\"Point\",\"coordinates\":[0.0101060469463...  ...     3.0   \n",
       "27238  {\"type\":\"Point\",\"coordinates\":[0.0101060469463...  ...     3.0   \n",
       "27239  {\"type\":\"Point\",\"coordinates\":[0.0101060469463...  ...     3.0   \n",
       "27240  {\"type\":\"Point\",\"coordinates\":[0.0101060469463...  ...     3.0   \n",
       "27241  {\"type\":\"Point\",\"coordinates\":[0.0101060469463...  ...     3.0   \n",
       "27242  {\"type\":\"Point\",\"coordinates\":[0.0101060469463...  ...     3.0   \n",
       "27243  {\"type\":\"Point\",\"coordinates\":[0.0101060469463...  ...     3.0   \n",
       "27244  {\"type\":\"Point\",\"coordinates\":[0.0101060469463...  ...     3.0   \n",
       "27245  {\"type\":\"Point\",\"coordinates\":[0.0101060469463...  ...     3.0   \n",
       "27246  {\"type\":\"Point\",\"coordinates\":[0.0101060469463...  ...     3.0   \n",
       "27247  {\"type\":\"Point\",\"coordinates\":[0.0101060469463...  ...     3.0   \n",
       "27248  {\"type\":\"Point\",\"coordinates\":[0.0101060469463...  ...     3.0   \n",
       "27249  {\"type\":\"Point\",\"coordinates\":[0.0101060469463...  ...     3.0   \n",
       "27250  {\"type\":\"Point\",\"coordinates\":[0.0101060469463...  ...     3.0   \n",
       "27251  {\"type\":\"Point\",\"coordinates\":[0.0101060469463...  ...     3.0   \n",
       "27255  {\"type\":\"Point\",\"coordinates\":[0.0101060469463...  ...     3.0   \n",
       "27256  {\"type\":\"Point\",\"coordinates\":[0.0101060469463...  ...     3.0   \n",
       "27257  {\"type\":\"Point\",\"coordinates\":[0.0101060469463...  ...     3.0   \n",
       "27258  {\"type\":\"Point\",\"coordinates\":[0.0101060469463...  ...     3.0   \n",
       "27259  {\"type\":\"Point\",\"coordinates\":[0.0101060469463...  ...     3.0   \n",
       "27260  {\"type\":\"Point\",\"coordinates\":[0.0101060469463...  ...     3.0   \n",
       "27261  {\"type\":\"Point\",\"coordinates\":[0.0101060469463...  ...     3.0   \n",
       "27262  {\"type\":\"Point\",\"coordinates\":[0.0101060469463...  ...     3.0   \n",
       "27263  {\"type\":\"Point\",\"coordinates\":[0.0101060469463...  ...     3.0   \n",
       "\n",
       "        vertscore  rankVscore  rankAICc  combined  selected  spikeThreshold  \\\n",
       "27216  158.958333       720.0     336.0   737.376       101            0.75   \n",
       "27217  158.958333       720.0     336.0   737.376       101            0.75   \n",
       "27218  158.958333       720.0     336.0   737.376       101            0.75   \n",
       "27219  158.958333       720.0     336.0   737.376       101            0.75   \n",
       "27220  158.958333       720.0     336.0   737.376       101            0.75   \n",
       "27221  158.958333       720.0     336.0   737.376       101            0.75   \n",
       "27222  158.958333       720.0     336.0   737.376       101            0.75   \n",
       "27223  158.958333       720.0     336.0   737.376       101            0.75   \n",
       "27224  158.958333       720.0     336.0   737.376       101            0.75   \n",
       "27225  158.958333       720.0     336.0   737.376       101            0.75   \n",
       "27226  158.958333       720.0     336.0   737.376       101            0.75   \n",
       "27227  158.958333       720.0     336.0   737.376       101            0.75   \n",
       "27231  158.958333       720.0     336.0   737.376       101            0.75   \n",
       "27232  158.958333       720.0     336.0   737.376       101            0.75   \n",
       "27233  158.958333       720.0     336.0   737.376       101            0.75   \n",
       "27234  158.958333       720.0     336.0   737.376       101            0.75   \n",
       "27235  158.958333       720.0     336.0   737.376       101            0.75   \n",
       "27236  158.958333       720.0     336.0   737.376       101            0.75   \n",
       "27237  158.958333       720.0     336.0   737.376       101            0.75   \n",
       "27238  158.958333       720.0     336.0   737.376       101            0.75   \n",
       "27239  158.958333       720.0     336.0   737.376       101            0.75   \n",
       "27240  158.958333       720.0     336.0   737.376       101            0.75   \n",
       "27241  158.958333       720.0     336.0   737.376       101            0.75   \n",
       "27242  158.958333       720.0     336.0   737.376       101            0.75   \n",
       "27243  158.958333       720.0     336.0   737.376       101            0.75   \n",
       "27244  158.958333       720.0     336.0   737.376       101            0.75   \n",
       "27245  158.958333       720.0     336.0   737.376       101            0.75   \n",
       "27246  158.958333       720.0     336.0   737.376       101            0.75   \n",
       "27247  158.958333       720.0     336.0   737.376       101            0.75   \n",
       "27248  158.958333       720.0     336.0   737.376       101            0.75   \n",
       "27249  158.958333       720.0     336.0   737.376       101            0.75   \n",
       "27250  158.958333       720.0     336.0   737.376       101            0.75   \n",
       "27251  158.958333       720.0     336.0   737.376       101            0.75   \n",
       "27255  158.958333       720.0     336.0   737.376       101            0.75   \n",
       "27256  158.958333       720.0     336.0   737.376       101            0.75   \n",
       "27257  158.958333       720.0     336.0   737.376       101            0.75   \n",
       "27258  158.958333       720.0     336.0   737.376       101            0.75   \n",
       "27259  158.958333       720.0     336.0   737.376       101            0.75   \n",
       "27260  158.958333       720.0     336.0   737.376       101            0.75   \n",
       "27261  158.958333       720.0     336.0   737.376       101            0.75   \n",
       "27262  158.958333       720.0     336.0   737.376       101            0.75   \n",
       "27263  158.958333       720.0     336.0   737.376       101            0.75   \n",
       "\n",
       "       maxSegments  recoveryThreshold  pvalThreshold  \n",
       "27216         10.0               0.25           0.05  \n",
       "27217         10.0               0.25           0.10  \n",
       "27218         10.0               0.25           0.15  \n",
       "27219         10.0               0.50           0.05  \n",
       "27220         10.0               0.50           0.10  \n",
       "27221         10.0               0.50           0.15  \n",
       "27222         10.0               0.90           0.05  \n",
       "27223         10.0               0.90           0.10  \n",
       "27224         10.0               0.90           0.15  \n",
       "27225         10.0               1.00           0.05  \n",
       "27226         10.0               1.00           0.10  \n",
       "27227         10.0               1.00           0.15  \n",
       "27231         11.0               0.50           0.05  \n",
       "27232         11.0               0.50           0.10  \n",
       "27233         11.0               0.50           0.15  \n",
       "27234         11.0               0.90           0.05  \n",
       "27235         11.0               0.90           0.10  \n",
       "27236         11.0               0.90           0.15  \n",
       "27237         11.0               1.00           0.05  \n",
       "27238         11.0               1.00           0.10  \n",
       "27239         11.0               1.00           0.15  \n",
       "27240          6.0               0.25           0.05  \n",
       "27241          6.0               0.25           0.10  \n",
       "27242          6.0               0.25           0.15  \n",
       "27243          6.0               0.50           0.05  \n",
       "27244          6.0               0.50           0.10  \n",
       "27245          6.0               0.50           0.15  \n",
       "27246          6.0               0.90           0.05  \n",
       "27247          6.0               0.90           0.10  \n",
       "27248          6.0               0.90           0.15  \n",
       "27249          6.0               1.00           0.05  \n",
       "27250          6.0               1.00           0.10  \n",
       "27251          6.0               1.00           0.15  \n",
       "27255          8.0               0.50           0.05  \n",
       "27256          8.0               0.50           0.10  \n",
       "27257          8.0               0.50           0.15  \n",
       "27258          8.0               0.90           0.05  \n",
       "27259          8.0               0.90           0.10  \n",
       "27260          8.0               0.90           0.15  \n",
       "27261          8.0               1.00           0.05  \n",
       "27262          8.0               1.00           0.10  \n",
       "27263          8.0               1.00           0.15  \n",
       "\n",
       "[42 rows x 63 columns]"
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.read_csv('/vol/v1/proj/LTOP_FTV_Py/selected_lt_params/testing_intermediate_200_cluster_output_revised_columns_exclusion.csv')\n",
    "df.head()\n",
    "subset = df.loc[df.cluster_id == 37]\n",
    "subset['index'].unique()\n",
    "\n",
    "subset = subset.loc[df['index'] == 'TCW']\n",
    "# subset.columns\n",
    "subset.shape\n",
    "# subset.selected\n",
    "selected_rows = subset.loc[df.selected == 101]\n",
    "selected_rows\n",
    "\n",
    "# tcw_vals = pd.read_csv('/vol/v1/proj/LTOP_FTV_Py/output_04_Cambodia_200/LTOP_Cambodia_200_abstractImageSample_lt_144params_TCW_c2_selected.csv')\n",
    "# tcw_vals = tcw_vals.loc[tcw_vals.cluster_id == 37]\n",
    "# tcw_vals.shape\n",
    "# tcw_vals.columns\n",
    "# tcw_vals.loc[tcw_vals.param_num == 72]['params']\n",
    "# # selected_rows.recoveryThreshold\n",
    "# param_numbers = selected_rows.params\n",
    "# # param_numbers.iloc[0]\n",
    "# param_numbers\n",
    "\n"
   ]
  }
 ],
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