vc3schar.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "from dlogprocess.char.char_dlog import CharDlog\n",
    "from collections import Counter\n",
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "vc3schar = CharDlog(r'./dlogprocess/Data/Char/Room_30X.txt', '25C')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "data = vc3schar.gen_df()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "tests = list(Counter(data.Test).keys())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "pins = list(Counter(data.Pin).keys())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Anaconda3\\lib\\site-packages\\ipykernel\\__main__.py:1: FutureWarning: convert_objects is deprecated.  Use the data-type specific converters pd.to_datetime, pd.to_timedelta and pd.to_numeric.\n",
      "  if __name__ == '__main__':\n"
     ]
    }
   ],
   "source": [
    "data = data.convert_objects(convert_numeric=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "VDD        float64\n",
       "Test        object\n",
       "Pin         object\n",
       "Data       float64\n",
       "unit        object\n",
       "Force      float64\n",
       "Lot         object\n",
       "Temp        object\n",
       "UnitNum      int64\n",
       "dtype: object"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data.dtypes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "def get_summary(vddmin, vddmax, data):\n",
    "    _df = []\n",
    "    for x in tests:\n",
    "        for y in pins:\n",
    "            if not(data[(data.Test == x) & (data.Pin == y) & (data.VDD > vddmin) & (data.VDD < vddmax)].Data.empty):\n",
    "    #             print(data[(data.Test == x) & (data.Pin == y)].Data.describe())\n",
    "                _dfbuffer = list(data[(data.Test == x) & (data.Pin == y) & (data.VDD > vddmin) & (data.VDD < vddmax)].Data.describe())[1:]\n",
    "                _dfbuffer.insert(0, y)\n",
    "                _dfbuffer.insert(0, x)\n",
    "                _df.append(_dfbuffer)\n",
    "    df = pd.DataFrame(_df, columns = ['Test', 'Pin', 'mean', 'std', 'min', '_25p', '_50p', '_75p', 'max'])\n",
    "    return df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "sum33 = get_summary(3.3*0.85, 3.3*1.15, data)\n",
    "sum33.to_csv('sum33.csv')\n",
    "sum25 = get_summary(2.5*0.85, 2.5*1.15, data)\n",
    "sum25.to_csv('sum25.csv')\n",
    "sum18 = get_summary(1.8*0.85, 1.8*1.15, data)\n",
    "sum18.to_csv('sum18.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "collapsed": false,
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Test</th>\n",
       "      <th>Pin</th>\n",
       "      <th>mean</th>\n",
       "      <th>std</th>\n",
       "      <th>min</th>\n",
       "      <th>_25p</th>\n",
       "      <th>_50p</th>\n",
       "      <th>_75p</th>\n",
       "      <th>max</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>IDD_Default</td>\n",
       "      <td>VDDSE2_3</td>\n",
       "      <td>18.080917</td>\n",
       "      <td>1.290775e+00</td>\n",
       "      <td>16.1200</td>\n",
       "      <td>17.092500</td>\n",
       "      <td>18.07500</td>\n",
       "      <td>19.067500</td>\n",
       "      <td>20.0600</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>IDD_Default</td>\n",
       "      <td>VDDA</td>\n",
       "      <td>40.768000</td>\n",
       "      <td>5.970634e-01</td>\n",
       "      <td>39.7600</td>\n",
       "      <td>40.287500</td>\n",
       "      <td>40.79000</td>\n",
       "      <td>41.245000</td>\n",
       "      <td>41.7600</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>IDD_Default</td>\n",
       "      <td>VDDSE1</td>\n",
       "      <td>0.036796</td>\n",
       "      <td>1.238757e-02</td>\n",
       "      <td>0.0230</td>\n",
       "      <td>0.027000</td>\n",
       "      <td>0.03100</td>\n",
       "      <td>0.044750</td>\n",
       "      <td>0.0660</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>IDD_Default</td>\n",
       "      <td>VBAT</td>\n",
       "      <td>0.012062</td>\n",
       "      <td>3.897249e-03</td>\n",
       "      <td>-0.0080</td>\n",
       "      <td>0.011000</td>\n",
       "      <td>0.01200</td>\n",
       "      <td>0.013000</td>\n",
       "      <td>0.0280</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>IDD_Default</td>\n",
       "      <td>VDD33</td>\n",
       "      <td>8.580558</td>\n",
       "      <td>3.757817e-01</td>\n",
       "      <td>7.9300</td>\n",
       "      <td>8.249750</td>\n",
       "      <td>8.58050</td>\n",
       "      <td>8.888750</td>\n",
       "      <td>9.1570</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>OutputLeakage</td>\n",
       "      <td>DIFF1</td>\n",
       "      <td>12.872003</td>\n",
       "      <td>2.296743e+01</td>\n",
       "      <td>-11.2865</td>\n",
       "      <td>-9.618500</td>\n",
       "      <td>7.89575</td>\n",
       "      <td>36.252100</td>\n",
       "      <td>40.4221</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>OutputLeakage</td>\n",
       "      <td>DIFF2B</td>\n",
       "      <td>5.977512</td>\n",
       "      <td>1.004374e+01</td>\n",
       "      <td>-5.4484</td>\n",
       "      <td>-3.988900</td>\n",
       "      <td>5.39370</td>\n",
       "      <td>16.235800</td>\n",
       "      <td>18.7379</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>OutputLeakage</td>\n",
       "      <td>SE1</td>\n",
       "      <td>3.128000</td>\n",
       "      <td>7.630084e+00</td>\n",
       "      <td>-6.2824</td>\n",
       "      <td>-4.614400</td>\n",
       "      <td>3.30870</td>\n",
       "      <td>10.397800</td>\n",
       "      <td>12.8998</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>OutputLeakage</td>\n",
       "      <td>REF</td>\n",
       "      <td>-1.681452</td>\n",
       "      <td>6.125773e+00</td>\n",
       "      <td>-9.6185</td>\n",
       "      <td>-7.950400</td>\n",
       "      <td>-1.27835</td>\n",
       "      <td>3.934200</td>\n",
       "      <td>6.2277</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>OutputLeakage</td>\n",
       "      <td>SE3</td>\n",
       "      <td>-86.508238</td>\n",
       "      <td>2.244290e+02</td>\n",
       "      <td>-444.3495</td>\n",
       "      <td>-112.671675</td>\n",
       "      <td>9.98080</td>\n",
       "      <td>11.231800</td>\n",
       "      <td>389.6603</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>OutputLeakage</td>\n",
       "      <td>SE2</td>\n",
       "      <td>27.963823</td>\n",
       "      <td>1.101230e+02</td>\n",
       "      <td>-12.1205</td>\n",
       "      <td>-10.452500</td>\n",
       "      <td>-3.78035</td>\n",
       "      <td>1.223700</td>\n",
       "      <td>389.6603</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>OutputLeakage</td>\n",
       "      <td>DIFF1B</td>\n",
       "      <td>30.181030</td>\n",
       "      <td>8.359077e+01</td>\n",
       "      <td>1.2237</td>\n",
       "      <td>2.057700</td>\n",
       "      <td>17.90390</td>\n",
       "      <td>19.571900</td>\n",
       "      <td>389.6603</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>OutputLeakage</td>\n",
       "      <td>DIFF2</td>\n",
       "      <td>3.308693</td>\n",
       "      <td>2.583058e+01</td>\n",
       "      <td>-24.6306</td>\n",
       "      <td>-22.128600</td>\n",
       "      <td>-1.69540</td>\n",
       "      <td>29.580000</td>\n",
       "      <td>34.5841</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>IDDLVPECL_500M</td>\n",
       "      <td>VDDA</td>\n",
       "      <td>49.359875</td>\n",
       "      <td>1.603595e+00</td>\n",
       "      <td>46.9300</td>\n",
       "      <td>48.125000</td>\n",
       "      <td>49.33500</td>\n",
       "      <td>50.572500</td>\n",
       "      <td>51.8400</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>thd:DATA</td>\n",
       "      <td>SMB</td>\n",
       "      <td>-0.148917</td>\n",
       "      <td>1.830910e-02</td>\n",
       "      <td>-0.2300</td>\n",
       "      <td>-0.150000</td>\n",
       "      <td>-0.15000</td>\n",
       "      <td>-0.130000</td>\n",
       "      <td>-0.1100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>IDD_SD</td>\n",
       "      <td>VDDSE2_3</td>\n",
       "      <td>0.010175</td>\n",
       "      <td>1.966934e-03</td>\n",
       "      <td>0.0050</td>\n",
       "      <td>0.009000</td>\n",
       "      <td>0.01000</td>\n",
       "      <td>0.011000</td>\n",
       "      <td>0.0170</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>IDD_SD</td>\n",
       "      <td>VDDA</td>\n",
       "      <td>2.478563</td>\n",
       "      <td>3.263998e-02</td>\n",
       "      <td>2.4300</td>\n",
       "      <td>2.451750</td>\n",
       "      <td>2.47650</td>\n",
       "      <td>2.503500</td>\n",
       "      <td>2.5340</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>IDD_SD</td>\n",
       "      <td>VDDSE1</td>\n",
       "      <td>0.027854</td>\n",
       "      <td>2.321354e-03</td>\n",
       "      <td>0.0220</td>\n",
       "      <td>0.026000</td>\n",
       "      <td>0.02800</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.0340</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>IDD_SD</td>\n",
       "      <td>VBAT</td>\n",
       "      <td>0.143804</td>\n",
       "      <td>3.016106e-01</td>\n",
       "      <td>0.0090</td>\n",
       "      <td>0.013000</td>\n",
       "      <td>0.02900</td>\n",
       "      <td>0.056500</td>\n",
       "      <td>0.9690</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>IDD_SD</td>\n",
       "      <td>VDD33</td>\n",
       "      <td>1.018096</td>\n",
       "      <td>2.619406e-02</td>\n",
       "      <td>0.9780</td>\n",
       "      <td>0.997000</td>\n",
       "      <td>1.01550</td>\n",
       "      <td>1.037250</td>\n",
       "      <td>1.0660</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>IDDLVDS_500M</td>\n",
       "      <td>VDDA</td>\n",
       "      <td>54.172208</td>\n",
       "      <td>1.548976e+00</td>\n",
       "      <td>51.8200</td>\n",
       "      <td>52.980000</td>\n",
       "      <td>54.15000</td>\n",
       "      <td>55.345000</td>\n",
       "      <td>56.5700</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>VCO_max</td>\n",
       "      <td>PLL2</td>\n",
       "      <td>1.600000</td>\n",
       "      <td>6.775215e-16</td>\n",
       "      <td>1.6000</td>\n",
       "      <td>1.600000</td>\n",
       "      <td>1.60000</td>\n",
       "      <td>1.600000</td>\n",
       "      <td>1.6000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>VCO_max</td>\n",
       "      <td>PLL3</td>\n",
       "      <td>1.330000</td>\n",
       "      <td>1.129203e-15</td>\n",
       "      <td>1.3300</td>\n",
       "      <td>1.330000</td>\n",
       "      <td>1.33000</td>\n",
       "      <td>1.330000</td>\n",
       "      <td>1.3300</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>VCO_max</td>\n",
       "      <td>PLL1</td>\n",
       "      <td>0.920000</td>\n",
       "      <td>6.775215e-16</td>\n",
       "      <td>0.9200</td>\n",
       "      <td>0.920000</td>\n",
       "      <td>0.92000</td>\n",
       "      <td>0.920000</td>\n",
       "      <td>0.9200</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>VOL</td>\n",
       "      <td>DF2</td>\n",
       "      <td>0.246475</td>\n",
       "      <td>7.356394e-03</td>\n",
       "      <td>0.2360</td>\n",
       "      <td>0.240500</td>\n",
       "      <td>0.24500</td>\n",
       "      <td>0.251750</td>\n",
       "      <td>0.2600</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>VOL</td>\n",
       "      <td>DF1B</td>\n",
       "      <td>0.590658</td>\n",
       "      <td>3.176166e-02</td>\n",
       "      <td>0.5490</td>\n",
       "      <td>0.564250</td>\n",
       "      <td>0.58500</td>\n",
       "      <td>0.611250</td>\n",
       "      <td>0.6480</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>VOL</td>\n",
       "      <td>DF2B</td>\n",
       "      <td>0.609058</td>\n",
       "      <td>3.184344e-02</td>\n",
       "      <td>0.5670</td>\n",
       "      <td>0.583000</td>\n",
       "      <td>0.60300</td>\n",
       "      <td>0.630000</td>\n",
       "      <td>0.6660</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>VOL</td>\n",
       "      <td>SDA4mA</td>\n",
       "      <td>0.229583</td>\n",
       "      <td>2.462763e-02</td>\n",
       "      <td>0.2000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.25000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.2500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>VOL</td>\n",
       "      <td>SE1</td>\n",
       "      <td>0.286088</td>\n",
       "      <td>8.960434e-03</td>\n",
       "      <td>0.2740</td>\n",
       "      <td>0.278500</td>\n",
       "      <td>0.28450</td>\n",
       "      <td>0.292250</td>\n",
       "      <td>0.3020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>VOL</td>\n",
       "      <td>REF</td>\n",
       "      <td>0.276233</td>\n",
       "      <td>9.199084e-03</td>\n",
       "      <td>0.2630</td>\n",
       "      <td>0.268500</td>\n",
       "      <td>0.27500</td>\n",
       "      <td>0.283000</td>\n",
       "      <td>0.2930</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",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>VIH</td>\n",
       "      <td>OE2</td>\n",
       "      <td>1.671250</td>\n",
       "      <td>1.199132e-01</td>\n",
       "      <td>1.4500</td>\n",
       "      <td>1.550000</td>\n",
       "      <td>1.67500</td>\n",
       "      <td>1.762500</td>\n",
       "      <td>1.8500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>VIH</td>\n",
       "      <td>SCL_DFC1</td>\n",
       "      <td>1.256042</td>\n",
       "      <td>9.536847e-02</td>\n",
       "      <td>1.1000</td>\n",
       "      <td>1.187500</td>\n",
       "      <td>1.25000</td>\n",
       "      <td>1.350000</td>\n",
       "      <td>1.4000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>IDDLVDS_250M</td>\n",
       "      <td>VDDA</td>\n",
       "      <td>45.641917</td>\n",
       "      <td>8.562283e-01</td>\n",
       "      <td>44.3200</td>\n",
       "      <td>44.975000</td>\n",
       "      <td>45.63000</td>\n",
       "      <td>46.295000</td>\n",
       "      <td>46.9700</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>IDDCore_PLL3</td>\n",
       "      <td>VDD33</td>\n",
       "      <td>5.450250</td>\n",
       "      <td>2.850014e+00</td>\n",
       "      <td>2.3810</td>\n",
       "      <td>2.588750</td>\n",
       "      <td>5.35100</td>\n",
       "      <td>8.270000</td>\n",
       "      <td>9.0980</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>tsu:DATA</td>\n",
       "      <td>SMB</td>\n",
       "      <td>0.019167</td>\n",
       "      <td>4.004878e-03</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.02000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.0200</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>InputLeakage</td>\n",
       "      <td>SDA_DFC0</td>\n",
       "      <td>23.335310</td>\n",
       "      <td>5.389379e+01</td>\n",
       "      <td>-10.4525</td>\n",
       "      <td>-7.950400</td>\n",
       "      <td>34.16705</td>\n",
       "      <td>38.754100</td>\n",
       "      <td>389.6603</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>InputLeakage</td>\n",
       "      <td>OE1</td>\n",
       "      <td>17.544517</td>\n",
       "      <td>1.471031e-02</td>\n",
       "      <td>17.5181</td>\n",
       "      <td>17.534800</td>\n",
       "      <td>17.54310</td>\n",
       "      <td>17.551500</td>\n",
       "      <td>17.5932</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>InputLeakage</td>\n",
       "      <td>OE3</td>\n",
       "      <td>-6.917463</td>\n",
       "      <td>2.479758e+01</td>\n",
       "      <td>-33.8047</td>\n",
       "      <td>-31.302700</td>\n",
       "      <td>-5.57875</td>\n",
       "      <td>17.661975</td>\n",
       "      <td>17.7016</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>InputLeakage</td>\n",
       "      <td>X1</td>\n",
       "      <td>0.039060</td>\n",
       "      <td>1.975495e+01</td>\n",
       "      <td>-19.5787</td>\n",
       "      <td>-19.553600</td>\n",
       "      <td>0.03725</td>\n",
       "      <td>19.628100</td>\n",
       "      <td>19.6698</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>InputLeakage</td>\n",
       "      <td>OE2</td>\n",
       "      <td>-15.726970</td>\n",
       "      <td>3.380043e+01</td>\n",
       "      <td>-51.3190</td>\n",
       "      <td>-49.025400</td>\n",
       "      <td>-13.86465</td>\n",
       "      <td>17.776600</td>\n",
       "      <td>17.8100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>InputLeakage</td>\n",
       "      <td>SCL_DFC1</td>\n",
       "      <td>-8.179927</td>\n",
       "      <td>8.218414e+01</td>\n",
       "      <td>-444.3495</td>\n",
       "      <td>-2.946400</td>\n",
       "      <td>6.22770</td>\n",
       "      <td>15.401800</td>\n",
       "      <td>17.9039</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>ROL</td>\n",
       "      <td>DF2</td>\n",
       "      <td>0.596654</td>\n",
       "      <td>3.155989e-02</td>\n",
       "      <td>0.5550</td>\n",
       "      <td>0.571000</td>\n",
       "      <td>0.59100</td>\n",
       "      <td>0.617000</td>\n",
       "      <td>0.6540</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>ROL</td>\n",
       "      <td>DF1B</td>\n",
       "      <td>0.245654</td>\n",
       "      <td>7.480042e-03</td>\n",
       "      <td>0.2350</td>\n",
       "      <td>0.239500</td>\n",
       "      <td>0.24450</td>\n",
       "      <td>0.250750</td>\n",
       "      <td>0.2590</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>ROL</td>\n",
       "      <td>DF2B</td>\n",
       "      <td>0.253883</td>\n",
       "      <td>7.542552e-03</td>\n",
       "      <td>0.2430</td>\n",
       "      <td>0.247000</td>\n",
       "      <td>0.25300</td>\n",
       "      <td>0.258750</td>\n",
       "      <td>0.2670</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>ROL</td>\n",
       "      <td>SE1</td>\n",
       "      <td>0.712929</td>\n",
       "      <td>4.638513e-02</td>\n",
       "      <td>0.6540</td>\n",
       "      <td>0.675250</td>\n",
       "      <td>0.70350</td>\n",
       "      <td>0.742250</td>\n",
       "      <td>0.7980</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>ROL</td>\n",
       "      <td>REF</td>\n",
       "      <td>0.692704</td>\n",
       "      <td>4.686435e-02</td>\n",
       "      <td>0.6330</td>\n",
       "      <td>0.655000</td>\n",
       "      <td>0.68300</td>\n",
       "      <td>0.722500</td>\n",
       "      <td>0.7790</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>ROL</td>\n",
       "      <td>SE3</td>\n",
       "      <td>0.691688</td>\n",
       "      <td>4.512204e-02</td>\n",
       "      <td>0.6340</td>\n",
       "      <td>0.655250</td>\n",
       "      <td>0.68250</td>\n",
       "      <td>0.720250</td>\n",
       "      <td>0.7740</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>ROL</td>\n",
       "      <td>SE2</td>\n",
       "      <td>0.690446</td>\n",
       "      <td>4.592131e-02</td>\n",
       "      <td>0.6320</td>\n",
       "      <td>0.653250</td>\n",
       "      <td>0.68100</td>\n",
       "      <td>0.719250</td>\n",
       "      <td>0.7750</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>ROL</td>\n",
       "      <td>DF1</td>\n",
       "      <td>0.571633</td>\n",
       "      <td>3.118428e-02</td>\n",
       "      <td>0.5300</td>\n",
       "      <td>0.546000</td>\n",
       "      <td>0.56550</td>\n",
       "      <td>0.592750</td>\n",
       "      <td>0.6280</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>IDDLPHCSL_100M</td>\n",
       "      <td>VDDA</td>\n",
       "      <td>40.692208</td>\n",
       "      <td>5.623342e-01</td>\n",
       "      <td>39.7400</td>\n",
       "      <td>40.255000</td>\n",
       "      <td>40.74500</td>\n",
       "      <td>41.200000</td>\n",
       "      <td>41.7200</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>VIL</td>\n",
       "      <td>SDA_DFC0</td>\n",
       "      <td>1.557083</td>\n",
       "      <td>1.081986e-01</td>\n",
       "      <td>1.3500</td>\n",
       "      <td>1.450000</td>\n",
       "      <td>1.55000</td>\n",
       "      <td>1.650000</td>\n",
       "      <td>1.7500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>VIL</td>\n",
       "      <td>SDA</td>\n",
       "      <td>1.206667</td>\n",
       "      <td>9.636344e-02</td>\n",
       "      <td>1.0500</td>\n",
       "      <td>1.150000</td>\n",
       "      <td>1.20000</td>\n",
       "      <td>1.300000</td>\n",
       "      <td>1.3500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>VIL</td>\n",
       "      <td>OE1</td>\n",
       "      <td>1.325417</td>\n",
       "      <td>1.147119e-01</td>\n",
       "      <td>1.1500</td>\n",
       "      <td>1.237500</td>\n",
       "      <td>1.35000</td>\n",
       "      <td>1.412500</td>\n",
       "      <td>1.5000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>VIL</td>\n",
       "      <td>OE3</td>\n",
       "      <td>1.321875</td>\n",
       "      <td>1.030428e-01</td>\n",
       "      <td>1.1500</td>\n",
       "      <td>1.250000</td>\n",
       "      <td>1.32500</td>\n",
       "      <td>1.400000</td>\n",
       "      <td>1.5000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>VIL</td>\n",
       "      <td>SCL</td>\n",
       "      <td>1.192708</td>\n",
       "      <td>9.560947e-02</td>\n",
       "      <td>1.0500</td>\n",
       "      <td>1.100000</td>\n",
       "      <td>1.20000</td>\n",
       "      <td>1.262500</td>\n",
       "      <td>1.3500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>VIL</td>\n",
       "      <td>X1</td>\n",
       "      <td>1.300000</td>\n",
       "      <td>7.515674e-02</td>\n",
       "      <td>1.2000</td>\n",
       "      <td>1.237500</td>\n",
       "      <td>1.30000</td>\n",
       "      <td>1.362500</td>\n",
       "      <td>1.4000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>VIL</td>\n",
       "      <td>OE2</td>\n",
       "      <td>1.336667</td>\n",
       "      <td>1.015020e-01</td>\n",
       "      <td>1.1500</td>\n",
       "      <td>1.250000</td>\n",
       "      <td>1.32500</td>\n",
       "      <td>1.412500</td>\n",
       "      <td>1.5000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102</th>\n",
       "      <td>VIL</td>\n",
       "      <td>SCL_DFC1</td>\n",
       "      <td>1.552917</td>\n",
       "      <td>1.063459e-01</td>\n",
       "      <td>1.3500</td>\n",
       "      <td>1.450000</td>\n",
       "      <td>1.55000</td>\n",
       "      <td>1.650000</td>\n",
       "      <td>1.7500</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>103</th>\n",
       "      <td>IDDLVDS_125M</td>\n",
       "      <td>VDDA</td>\n",
       "      <td>40.400792</td>\n",
       "      <td>4.028982e-01</td>\n",
       "      <td>39.6400</td>\n",
       "      <td>39.990000</td>\n",
       "      <td>40.33500</td>\n",
       "      <td>40.690000</td>\n",
       "      <td>41.0300</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>104</th>\n",
       "      <td>IDDCMOS_160M</td>\n",
       "      <td>VDDSE1</td>\n",
       "      <td>3.712529</td>\n",
       "      <td>4.359742e-01</td>\n",
       "      <td>3.0100</td>\n",
       "      <td>3.303750</td>\n",
       "      <td>3.63250</td>\n",
       "      <td>4.016000</td>\n",
       "      <td>4.5300</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>105 rows × 9 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "               Test       Pin       mean           std       min        _25p  \\\n",
       "0       IDD_Default  VDDSE2_3  18.080917  1.290775e+00   16.1200   17.092500   \n",
       "1       IDD_Default      VDDA  40.768000  5.970634e-01   39.7600   40.287500   \n",
       "2       IDD_Default    VDDSE1   0.036796  1.238757e-02    0.0230    0.027000   \n",
       "3       IDD_Default      VBAT   0.012062  3.897249e-03   -0.0080    0.011000   \n",
       "4       IDD_Default     VDD33   8.580558  3.757817e-01    7.9300    8.249750   \n",
       "5     OutputLeakage     DIFF1  12.872003  2.296743e+01  -11.2865   -9.618500   \n",
       "6     OutputLeakage    DIFF2B   5.977512  1.004374e+01   -5.4484   -3.988900   \n",
       "7     OutputLeakage       SE1   3.128000  7.630084e+00   -6.2824   -4.614400   \n",
       "8     OutputLeakage       REF  -1.681452  6.125773e+00   -9.6185   -7.950400   \n",
       "9     OutputLeakage       SE3 -86.508238  2.244290e+02 -444.3495 -112.671675   \n",
       "10    OutputLeakage       SE2  27.963823  1.101230e+02  -12.1205  -10.452500   \n",
       "11    OutputLeakage    DIFF1B  30.181030  8.359077e+01    1.2237    2.057700   \n",
       "12    OutputLeakage     DIFF2   3.308693  2.583058e+01  -24.6306  -22.128600   \n",
       "13   IDDLVPECL_500M      VDDA  49.359875  1.603595e+00   46.9300   48.125000   \n",
       "14         thd:DATA       SMB  -0.148917  1.830910e-02   -0.2300   -0.150000   \n",
       "15           IDD_SD  VDDSE2_3   0.010175  1.966934e-03    0.0050    0.009000   \n",
       "16           IDD_SD      VDDA   2.478563  3.263998e-02    2.4300    2.451750   \n",
       "17           IDD_SD    VDDSE1   0.027854  2.321354e-03    0.0220    0.026000   \n",
       "18           IDD_SD      VBAT   0.143804  3.016106e-01    0.0090    0.013000   \n",
       "19           IDD_SD     VDD33   1.018096  2.619406e-02    0.9780    0.997000   \n",
       "20     IDDLVDS_500M      VDDA  54.172208  1.548976e+00   51.8200   52.980000   \n",
       "21          VCO_max      PLL2   1.600000  6.775215e-16    1.6000    1.600000   \n",
       "22          VCO_max      PLL3   1.330000  1.129203e-15    1.3300    1.330000   \n",
       "23          VCO_max      PLL1   0.920000  6.775215e-16    0.9200    0.920000   \n",
       "24              VOL       DF2   0.246475  7.356394e-03    0.2360    0.240500   \n",
       "25              VOL      DF1B   0.590658  3.176166e-02    0.5490    0.564250   \n",
       "26              VOL      DF2B   0.609058  3.184344e-02    0.5670    0.583000   \n",
       "27              VOL    SDA4mA   0.229583  2.462763e-02    0.2000    0.200000   \n",
       "28              VOL       SE1   0.286088  8.960434e-03    0.2740    0.278500   \n",
       "29              VOL       REF   0.276233  9.199084e-03    0.2630    0.268500   \n",
       "..              ...       ...        ...           ...       ...         ...   \n",
       "75              VIH       OE2   1.671250  1.199132e-01    1.4500    1.550000   \n",
       "76              VIH  SCL_DFC1   1.256042  9.536847e-02    1.1000    1.187500   \n",
       "77     IDDLVDS_250M      VDDA  45.641917  8.562283e-01   44.3200   44.975000   \n",
       "78     IDDCore_PLL3     VDD33   5.450250  2.850014e+00    2.3810    2.588750   \n",
       "79         tsu:DATA       SMB   0.019167  4.004878e-03    0.0000    0.020000   \n",
       "80     InputLeakage  SDA_DFC0  23.335310  5.389379e+01  -10.4525   -7.950400   \n",
       "81     InputLeakage       OE1  17.544517  1.471031e-02   17.5181   17.534800   \n",
       "82     InputLeakage       OE3  -6.917463  2.479758e+01  -33.8047  -31.302700   \n",
       "83     InputLeakage        X1   0.039060  1.975495e+01  -19.5787  -19.553600   \n",
       "84     InputLeakage       OE2 -15.726970  3.380043e+01  -51.3190  -49.025400   \n",
       "85     InputLeakage  SCL_DFC1  -8.179927  8.218414e+01 -444.3495   -2.946400   \n",
       "86              ROL       DF2   0.596654  3.155989e-02    0.5550    0.571000   \n",
       "87              ROL      DF1B   0.245654  7.480042e-03    0.2350    0.239500   \n",
       "88              ROL      DF2B   0.253883  7.542552e-03    0.2430    0.247000   \n",
       "89              ROL       SE1   0.712929  4.638513e-02    0.6540    0.675250   \n",
       "90              ROL       REF   0.692704  4.686435e-02    0.6330    0.655000   \n",
       "91              ROL       SE3   0.691688  4.512204e-02    0.6340    0.655250   \n",
       "92              ROL       SE2   0.690446  4.592131e-02    0.6320    0.653250   \n",
       "93              ROL       DF1   0.571633  3.118428e-02    0.5300    0.546000   \n",
       "94   IDDLPHCSL_100M      VDDA  40.692208  5.623342e-01   39.7400   40.255000   \n",
       "95              VIL  SDA_DFC0   1.557083  1.081986e-01    1.3500    1.450000   \n",
       "96              VIL       SDA   1.206667  9.636344e-02    1.0500    1.150000   \n",
       "97              VIL       OE1   1.325417  1.147119e-01    1.1500    1.237500   \n",
       "98              VIL       OE3   1.321875  1.030428e-01    1.1500    1.250000   \n",
       "99              VIL       SCL   1.192708  9.560947e-02    1.0500    1.100000   \n",
       "100             VIL        X1   1.300000  7.515674e-02    1.2000    1.237500   \n",
       "101             VIL       OE2   1.336667  1.015020e-01    1.1500    1.250000   \n",
       "102             VIL  SCL_DFC1   1.552917  1.063459e-01    1.3500    1.450000   \n",
       "103    IDDLVDS_125M      VDDA  40.400792  4.028982e-01   39.6400   39.990000   \n",
       "104    IDDCMOS_160M    VDDSE1   3.712529  4.359742e-01    3.0100    3.303750   \n",
       "\n",
       "         _50p       _75p       max  \n",
       "0    18.07500  19.067500   20.0600  \n",
       "1    40.79000  41.245000   41.7600  \n",
       "2     0.03100   0.044750    0.0660  \n",
       "3     0.01200   0.013000    0.0280  \n",
       "4     8.58050   8.888750    9.1570  \n",
       "5     7.89575  36.252100   40.4221  \n",
       "6     5.39370  16.235800   18.7379  \n",
       "7     3.30870  10.397800   12.8998  \n",
       "8    -1.27835   3.934200    6.2277  \n",
       "9     9.98080  11.231800  389.6603  \n",
       "10   -3.78035   1.223700  389.6603  \n",
       "11   17.90390  19.571900  389.6603  \n",
       "12   -1.69540  29.580000   34.5841  \n",
       "13   49.33500  50.572500   51.8400  \n",
       "14   -0.15000  -0.130000   -0.1100  \n",
       "15    0.01000   0.011000    0.0170  \n",
       "16    2.47650   2.503500    2.5340  \n",
       "17    0.02800   0.030000    0.0340  \n",
       "18    0.02900   0.056500    0.9690  \n",
       "19    1.01550   1.037250    1.0660  \n",
       "20   54.15000  55.345000   56.5700  \n",
       "21    1.60000   1.600000    1.6000  \n",
       "22    1.33000   1.330000    1.3300  \n",
       "23    0.92000   0.920000    0.9200  \n",
       "24    0.24500   0.251750    0.2600  \n",
       "25    0.58500   0.611250    0.6480  \n",
       "26    0.60300   0.630000    0.6660  \n",
       "27    0.25000   0.250000    0.2500  \n",
       "28    0.28450   0.292250    0.3020  \n",
       "29    0.27500   0.283000    0.2930  \n",
       "..        ...        ...       ...  \n",
       "75    1.67500   1.762500    1.8500  \n",
       "76    1.25000   1.350000    1.4000  \n",
       "77   45.63000  46.295000   46.9700  \n",
       "78    5.35100   8.270000    9.0980  \n",
       "79    0.02000   0.020000    0.0200  \n",
       "80   34.16705  38.754100  389.6603  \n",
       "81   17.54310  17.551500   17.5932  \n",
       "82   -5.57875  17.661975   17.7016  \n",
       "83    0.03725  19.628100   19.6698  \n",
       "84  -13.86465  17.776600   17.8100  \n",
       "85    6.22770  15.401800   17.9039  \n",
       "86    0.59100   0.617000    0.6540  \n",
       "87    0.24450   0.250750    0.2590  \n",
       "88    0.25300   0.258750    0.2670  \n",
       "89    0.70350   0.742250    0.7980  \n",
       "90    0.68300   0.722500    0.7790  \n",
       "91    0.68250   0.720250    0.7740  \n",
       "92    0.68100   0.719250    0.7750  \n",
       "93    0.56550   0.592750    0.6280  \n",
       "94   40.74500  41.200000   41.7200  \n",
       "95    1.55000   1.650000    1.7500  \n",
       "96    1.20000   1.300000    1.3500  \n",
       "97    1.35000   1.412500    1.5000  \n",
       "98    1.32500   1.400000    1.5000  \n",
       "99    1.20000   1.262500    1.3500  \n",
       "100   1.30000   1.362500    1.4000  \n",
       "101   1.32500   1.412500    1.5000  \n",
       "102   1.55000   1.650000    1.7500  \n",
       "103  40.33500  40.690000   41.0300  \n",
       "104   3.63250   4.016000    4.5300  \n",
       "\n",
       "[105 rows x 9 columns]"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sum33"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "sum33['Temp'] = '25C'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "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>Test</th>\n",
       "      <th>Pin</th>\n",
       "      <th>mean</th>\n",
       "      <th>std</th>\n",
       "      <th>min</th>\n",
       "      <th>_25p</th>\n",
       "      <th>_50p</th>\n",
       "      <th>_75p</th>\n",
       "      <th>max</th>\n",
       "      <th>Temp</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>IDD_Default</td>\n",
       "      <td>VDDSE2_3</td>\n",
       "      <td>18.080917</td>\n",
       "      <td>1.290775e+00</td>\n",
       "      <td>16.1200</td>\n",
       "      <td>17.092500</td>\n",
       "      <td>18.07500</td>\n",
       "      <td>19.067500</td>\n",
       "      <td>20.0600</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>IDD_Default</td>\n",
       "      <td>VDDA</td>\n",
       "      <td>40.768000</td>\n",
       "      <td>5.970634e-01</td>\n",
       "      <td>39.7600</td>\n",
       "      <td>40.287500</td>\n",
       "      <td>40.79000</td>\n",
       "      <td>41.245000</td>\n",
       "      <td>41.7600</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>IDD_Default</td>\n",
       "      <td>VDDSE1</td>\n",
       "      <td>0.036796</td>\n",
       "      <td>1.238757e-02</td>\n",
       "      <td>0.0230</td>\n",
       "      <td>0.027000</td>\n",
       "      <td>0.03100</td>\n",
       "      <td>0.044750</td>\n",
       "      <td>0.0660</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>IDD_Default</td>\n",
       "      <td>VBAT</td>\n",
       "      <td>0.012062</td>\n",
       "      <td>3.897249e-03</td>\n",
       "      <td>-0.0080</td>\n",
       "      <td>0.011000</td>\n",
       "      <td>0.01200</td>\n",
       "      <td>0.013000</td>\n",
       "      <td>0.0280</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>IDD_Default</td>\n",
       "      <td>VDD33</td>\n",
       "      <td>8.580558</td>\n",
       "      <td>3.757817e-01</td>\n",
       "      <td>7.9300</td>\n",
       "      <td>8.249750</td>\n",
       "      <td>8.58050</td>\n",
       "      <td>8.888750</td>\n",
       "      <td>9.1570</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>OutputLeakage</td>\n",
       "      <td>DIFF1</td>\n",
       "      <td>12.872003</td>\n",
       "      <td>2.296743e+01</td>\n",
       "      <td>-11.2865</td>\n",
       "      <td>-9.618500</td>\n",
       "      <td>7.89575</td>\n",
       "      <td>36.252100</td>\n",
       "      <td>40.4221</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>OutputLeakage</td>\n",
       "      <td>DIFF2B</td>\n",
       "      <td>5.977512</td>\n",
       "      <td>1.004374e+01</td>\n",
       "      <td>-5.4484</td>\n",
       "      <td>-3.988900</td>\n",
       "      <td>5.39370</td>\n",
       "      <td>16.235800</td>\n",
       "      <td>18.7379</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>OutputLeakage</td>\n",
       "      <td>SE1</td>\n",
       "      <td>3.128000</td>\n",
       "      <td>7.630084e+00</td>\n",
       "      <td>-6.2824</td>\n",
       "      <td>-4.614400</td>\n",
       "      <td>3.30870</td>\n",
       "      <td>10.397800</td>\n",
       "      <td>12.8998</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>OutputLeakage</td>\n",
       "      <td>REF</td>\n",
       "      <td>-1.681452</td>\n",
       "      <td>6.125773e+00</td>\n",
       "      <td>-9.6185</td>\n",
       "      <td>-7.950400</td>\n",
       "      <td>-1.27835</td>\n",
       "      <td>3.934200</td>\n",
       "      <td>6.2277</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>OutputLeakage</td>\n",
       "      <td>SE3</td>\n",
       "      <td>-86.508238</td>\n",
       "      <td>2.244290e+02</td>\n",
       "      <td>-444.3495</td>\n",
       "      <td>-112.671675</td>\n",
       "      <td>9.98080</td>\n",
       "      <td>11.231800</td>\n",
       "      <td>389.6603</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>OutputLeakage</td>\n",
       "      <td>SE2</td>\n",
       "      <td>27.963823</td>\n",
       "      <td>1.101230e+02</td>\n",
       "      <td>-12.1205</td>\n",
       "      <td>-10.452500</td>\n",
       "      <td>-3.78035</td>\n",
       "      <td>1.223700</td>\n",
       "      <td>389.6603</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>OutputLeakage</td>\n",
       "      <td>DIFF1B</td>\n",
       "      <td>30.181030</td>\n",
       "      <td>8.359077e+01</td>\n",
       "      <td>1.2237</td>\n",
       "      <td>2.057700</td>\n",
       "      <td>17.90390</td>\n",
       "      <td>19.571900</td>\n",
       "      <td>389.6603</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>OutputLeakage</td>\n",
       "      <td>DIFF2</td>\n",
       "      <td>3.308693</td>\n",
       "      <td>2.583058e+01</td>\n",
       "      <td>-24.6306</td>\n",
       "      <td>-22.128600</td>\n",
       "      <td>-1.69540</td>\n",
       "      <td>29.580000</td>\n",
       "      <td>34.5841</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>IDDLVPECL_500M</td>\n",
       "      <td>VDDA</td>\n",
       "      <td>49.359875</td>\n",
       "      <td>1.603595e+00</td>\n",
       "      <td>46.9300</td>\n",
       "      <td>48.125000</td>\n",
       "      <td>49.33500</td>\n",
       "      <td>50.572500</td>\n",
       "      <td>51.8400</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>thd:DATA</td>\n",
       "      <td>SMB</td>\n",
       "      <td>-0.148917</td>\n",
       "      <td>1.830910e-02</td>\n",
       "      <td>-0.2300</td>\n",
       "      <td>-0.150000</td>\n",
       "      <td>-0.15000</td>\n",
       "      <td>-0.130000</td>\n",
       "      <td>-0.1100</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>IDD_SD</td>\n",
       "      <td>VDDSE2_3</td>\n",
       "      <td>0.010175</td>\n",
       "      <td>1.966934e-03</td>\n",
       "      <td>0.0050</td>\n",
       "      <td>0.009000</td>\n",
       "      <td>0.01000</td>\n",
       "      <td>0.011000</td>\n",
       "      <td>0.0170</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>IDD_SD</td>\n",
       "      <td>VDDA</td>\n",
       "      <td>2.478563</td>\n",
       "      <td>3.263998e-02</td>\n",
       "      <td>2.4300</td>\n",
       "      <td>2.451750</td>\n",
       "      <td>2.47650</td>\n",
       "      <td>2.503500</td>\n",
       "      <td>2.5340</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>IDD_SD</td>\n",
       "      <td>VDDSE1</td>\n",
       "      <td>0.027854</td>\n",
       "      <td>2.321354e-03</td>\n",
       "      <td>0.0220</td>\n",
       "      <td>0.026000</td>\n",
       "      <td>0.02800</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.0340</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>IDD_SD</td>\n",
       "      <td>VBAT</td>\n",
       "      <td>0.143804</td>\n",
       "      <td>3.016106e-01</td>\n",
       "      <td>0.0090</td>\n",
       "      <td>0.013000</td>\n",
       "      <td>0.02900</td>\n",
       "      <td>0.056500</td>\n",
       "      <td>0.9690</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>IDD_SD</td>\n",
       "      <td>VDD33</td>\n",
       "      <td>1.018096</td>\n",
       "      <td>2.619406e-02</td>\n",
       "      <td>0.9780</td>\n",
       "      <td>0.997000</td>\n",
       "      <td>1.01550</td>\n",
       "      <td>1.037250</td>\n",
       "      <td>1.0660</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>IDDLVDS_500M</td>\n",
       "      <td>VDDA</td>\n",
       "      <td>54.172208</td>\n",
       "      <td>1.548976e+00</td>\n",
       "      <td>51.8200</td>\n",
       "      <td>52.980000</td>\n",
       "      <td>54.15000</td>\n",
       "      <td>55.345000</td>\n",
       "      <td>56.5700</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>VCO_max</td>\n",
       "      <td>PLL2</td>\n",
       "      <td>1.600000</td>\n",
       "      <td>6.775215e-16</td>\n",
       "      <td>1.6000</td>\n",
       "      <td>1.600000</td>\n",
       "      <td>1.60000</td>\n",
       "      <td>1.600000</td>\n",
       "      <td>1.6000</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>VCO_max</td>\n",
       "      <td>PLL3</td>\n",
       "      <td>1.330000</td>\n",
       "      <td>1.129203e-15</td>\n",
       "      <td>1.3300</td>\n",
       "      <td>1.330000</td>\n",
       "      <td>1.33000</td>\n",
       "      <td>1.330000</td>\n",
       "      <td>1.3300</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>VCO_max</td>\n",
       "      <td>PLL1</td>\n",
       "      <td>0.920000</td>\n",
       "      <td>6.775215e-16</td>\n",
       "      <td>0.9200</td>\n",
       "      <td>0.920000</td>\n",
       "      <td>0.92000</td>\n",
       "      <td>0.920000</td>\n",
       "      <td>0.9200</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>VOL</td>\n",
       "      <td>DF2</td>\n",
       "      <td>0.246475</td>\n",
       "      <td>7.356394e-03</td>\n",
       "      <td>0.2360</td>\n",
       "      <td>0.240500</td>\n",
       "      <td>0.24500</td>\n",
       "      <td>0.251750</td>\n",
       "      <td>0.2600</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>VOL</td>\n",
       "      <td>DF1B</td>\n",
       "      <td>0.590658</td>\n",
       "      <td>3.176166e-02</td>\n",
       "      <td>0.5490</td>\n",
       "      <td>0.564250</td>\n",
       "      <td>0.58500</td>\n",
       "      <td>0.611250</td>\n",
       "      <td>0.6480</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>VOL</td>\n",
       "      <td>DF2B</td>\n",
       "      <td>0.609058</td>\n",
       "      <td>3.184344e-02</td>\n",
       "      <td>0.5670</td>\n",
       "      <td>0.583000</td>\n",
       "      <td>0.60300</td>\n",
       "      <td>0.630000</td>\n",
       "      <td>0.6660</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>VOL</td>\n",
       "      <td>SDA4mA</td>\n",
       "      <td>0.229583</td>\n",
       "      <td>2.462763e-02</td>\n",
       "      <td>0.2000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.25000</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.2500</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>VOL</td>\n",
       "      <td>SE1</td>\n",
       "      <td>0.286088</td>\n",
       "      <td>8.960434e-03</td>\n",
       "      <td>0.2740</td>\n",
       "      <td>0.278500</td>\n",
       "      <td>0.28450</td>\n",
       "      <td>0.292250</td>\n",
       "      <td>0.3020</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>VOL</td>\n",
       "      <td>REF</td>\n",
       "      <td>0.276233</td>\n",
       "      <td>9.199084e-03</td>\n",
       "      <td>0.2630</td>\n",
       "      <td>0.268500</td>\n",
       "      <td>0.27500</td>\n",
       "      <td>0.283000</td>\n",
       "      <td>0.2930</td>\n",
       "      <td>25C</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",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75</th>\n",
       "      <td>VIH</td>\n",
       "      <td>OE2</td>\n",
       "      <td>1.671250</td>\n",
       "      <td>1.199132e-01</td>\n",
       "      <td>1.4500</td>\n",
       "      <td>1.550000</td>\n",
       "      <td>1.67500</td>\n",
       "      <td>1.762500</td>\n",
       "      <td>1.8500</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>76</th>\n",
       "      <td>VIH</td>\n",
       "      <td>SCL_DFC1</td>\n",
       "      <td>1.256042</td>\n",
       "      <td>9.536847e-02</td>\n",
       "      <td>1.1000</td>\n",
       "      <td>1.187500</td>\n",
       "      <td>1.25000</td>\n",
       "      <td>1.350000</td>\n",
       "      <td>1.4000</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>77</th>\n",
       "      <td>IDDLVDS_250M</td>\n",
       "      <td>VDDA</td>\n",
       "      <td>45.641917</td>\n",
       "      <td>8.562283e-01</td>\n",
       "      <td>44.3200</td>\n",
       "      <td>44.975000</td>\n",
       "      <td>45.63000</td>\n",
       "      <td>46.295000</td>\n",
       "      <td>46.9700</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>78</th>\n",
       "      <td>IDDCore_PLL3</td>\n",
       "      <td>VDD33</td>\n",
       "      <td>5.450250</td>\n",
       "      <td>2.850014e+00</td>\n",
       "      <td>2.3810</td>\n",
       "      <td>2.588750</td>\n",
       "      <td>5.35100</td>\n",
       "      <td>8.270000</td>\n",
       "      <td>9.0980</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>79</th>\n",
       "      <td>tsu:DATA</td>\n",
       "      <td>SMB</td>\n",
       "      <td>0.019167</td>\n",
       "      <td>4.004878e-03</td>\n",
       "      <td>0.0000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.02000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.0200</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>80</th>\n",
       "      <td>InputLeakage</td>\n",
       "      <td>SDA_DFC0</td>\n",
       "      <td>23.335310</td>\n",
       "      <td>5.389379e+01</td>\n",
       "      <td>-10.4525</td>\n",
       "      <td>-7.950400</td>\n",
       "      <td>34.16705</td>\n",
       "      <td>38.754100</td>\n",
       "      <td>389.6603</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>81</th>\n",
       "      <td>InputLeakage</td>\n",
       "      <td>OE1</td>\n",
       "      <td>17.544517</td>\n",
       "      <td>1.471031e-02</td>\n",
       "      <td>17.5181</td>\n",
       "      <td>17.534800</td>\n",
       "      <td>17.54310</td>\n",
       "      <td>17.551500</td>\n",
       "      <td>17.5932</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>82</th>\n",
       "      <td>InputLeakage</td>\n",
       "      <td>OE3</td>\n",
       "      <td>-6.917463</td>\n",
       "      <td>2.479758e+01</td>\n",
       "      <td>-33.8047</td>\n",
       "      <td>-31.302700</td>\n",
       "      <td>-5.57875</td>\n",
       "      <td>17.661975</td>\n",
       "      <td>17.7016</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>83</th>\n",
       "      <td>InputLeakage</td>\n",
       "      <td>X1</td>\n",
       "      <td>0.039060</td>\n",
       "      <td>1.975495e+01</td>\n",
       "      <td>-19.5787</td>\n",
       "      <td>-19.553600</td>\n",
       "      <td>0.03725</td>\n",
       "      <td>19.628100</td>\n",
       "      <td>19.6698</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>84</th>\n",
       "      <td>InputLeakage</td>\n",
       "      <td>OE2</td>\n",
       "      <td>-15.726970</td>\n",
       "      <td>3.380043e+01</td>\n",
       "      <td>-51.3190</td>\n",
       "      <td>-49.025400</td>\n",
       "      <td>-13.86465</td>\n",
       "      <td>17.776600</td>\n",
       "      <td>17.8100</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>85</th>\n",
       "      <td>InputLeakage</td>\n",
       "      <td>SCL_DFC1</td>\n",
       "      <td>-8.179927</td>\n",
       "      <td>8.218414e+01</td>\n",
       "      <td>-444.3495</td>\n",
       "      <td>-2.946400</td>\n",
       "      <td>6.22770</td>\n",
       "      <td>15.401800</td>\n",
       "      <td>17.9039</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>ROL</td>\n",
       "      <td>DF2</td>\n",
       "      <td>0.596654</td>\n",
       "      <td>3.155989e-02</td>\n",
       "      <td>0.5550</td>\n",
       "      <td>0.571000</td>\n",
       "      <td>0.59100</td>\n",
       "      <td>0.617000</td>\n",
       "      <td>0.6540</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>ROL</td>\n",
       "      <td>DF1B</td>\n",
       "      <td>0.245654</td>\n",
       "      <td>7.480042e-03</td>\n",
       "      <td>0.2350</td>\n",
       "      <td>0.239500</td>\n",
       "      <td>0.24450</td>\n",
       "      <td>0.250750</td>\n",
       "      <td>0.2590</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>ROL</td>\n",
       "      <td>DF2B</td>\n",
       "      <td>0.253883</td>\n",
       "      <td>7.542552e-03</td>\n",
       "      <td>0.2430</td>\n",
       "      <td>0.247000</td>\n",
       "      <td>0.25300</td>\n",
       "      <td>0.258750</td>\n",
       "      <td>0.2670</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>ROL</td>\n",
       "      <td>SE1</td>\n",
       "      <td>0.712929</td>\n",
       "      <td>4.638513e-02</td>\n",
       "      <td>0.6540</td>\n",
       "      <td>0.675250</td>\n",
       "      <td>0.70350</td>\n",
       "      <td>0.742250</td>\n",
       "      <td>0.7980</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>ROL</td>\n",
       "      <td>REF</td>\n",
       "      <td>0.692704</td>\n",
       "      <td>4.686435e-02</td>\n",
       "      <td>0.6330</td>\n",
       "      <td>0.655000</td>\n",
       "      <td>0.68300</td>\n",
       "      <td>0.722500</td>\n",
       "      <td>0.7790</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>ROL</td>\n",
       "      <td>SE3</td>\n",
       "      <td>0.691688</td>\n",
       "      <td>4.512204e-02</td>\n",
       "      <td>0.6340</td>\n",
       "      <td>0.655250</td>\n",
       "      <td>0.68250</td>\n",
       "      <td>0.720250</td>\n",
       "      <td>0.7740</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>ROL</td>\n",
       "      <td>SE2</td>\n",
       "      <td>0.690446</td>\n",
       "      <td>4.592131e-02</td>\n",
       "      <td>0.6320</td>\n",
       "      <td>0.653250</td>\n",
       "      <td>0.68100</td>\n",
       "      <td>0.719250</td>\n",
       "      <td>0.7750</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>ROL</td>\n",
       "      <td>DF1</td>\n",
       "      <td>0.571633</td>\n",
       "      <td>3.118428e-02</td>\n",
       "      <td>0.5300</td>\n",
       "      <td>0.546000</td>\n",
       "      <td>0.56550</td>\n",
       "      <td>0.592750</td>\n",
       "      <td>0.6280</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>IDDLPHCSL_100M</td>\n",
       "      <td>VDDA</td>\n",
       "      <td>40.692208</td>\n",
       "      <td>5.623342e-01</td>\n",
       "      <td>39.7400</td>\n",
       "      <td>40.255000</td>\n",
       "      <td>40.74500</td>\n",
       "      <td>41.200000</td>\n",
       "      <td>41.7200</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>VIL</td>\n",
       "      <td>SDA_DFC0</td>\n",
       "      <td>1.557083</td>\n",
       "      <td>1.081986e-01</td>\n",
       "      <td>1.3500</td>\n",
       "      <td>1.450000</td>\n",
       "      <td>1.55000</td>\n",
       "      <td>1.650000</td>\n",
       "      <td>1.7500</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>VIL</td>\n",
       "      <td>SDA</td>\n",
       "      <td>1.206667</td>\n",
       "      <td>9.636344e-02</td>\n",
       "      <td>1.0500</td>\n",
       "      <td>1.150000</td>\n",
       "      <td>1.20000</td>\n",
       "      <td>1.300000</td>\n",
       "      <td>1.3500</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>VIL</td>\n",
       "      <td>OE1</td>\n",
       "      <td>1.325417</td>\n",
       "      <td>1.147119e-01</td>\n",
       "      <td>1.1500</td>\n",
       "      <td>1.237500</td>\n",
       "      <td>1.35000</td>\n",
       "      <td>1.412500</td>\n",
       "      <td>1.5000</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>VIL</td>\n",
       "      <td>OE3</td>\n",
       "      <td>1.321875</td>\n",
       "      <td>1.030428e-01</td>\n",
       "      <td>1.1500</td>\n",
       "      <td>1.250000</td>\n",
       "      <td>1.32500</td>\n",
       "      <td>1.400000</td>\n",
       "      <td>1.5000</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>VIL</td>\n",
       "      <td>SCL</td>\n",
       "      <td>1.192708</td>\n",
       "      <td>9.560947e-02</td>\n",
       "      <td>1.0500</td>\n",
       "      <td>1.100000</td>\n",
       "      <td>1.20000</td>\n",
       "      <td>1.262500</td>\n",
       "      <td>1.3500</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>VIL</td>\n",
       "      <td>X1</td>\n",
       "      <td>1.300000</td>\n",
       "      <td>7.515674e-02</td>\n",
       "      <td>1.2000</td>\n",
       "      <td>1.237500</td>\n",
       "      <td>1.30000</td>\n",
       "      <td>1.362500</td>\n",
       "      <td>1.4000</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>VIL</td>\n",
       "      <td>OE2</td>\n",
       "      <td>1.336667</td>\n",
       "      <td>1.015020e-01</td>\n",
       "      <td>1.1500</td>\n",
       "      <td>1.250000</td>\n",
       "      <td>1.32500</td>\n",
       "      <td>1.412500</td>\n",
       "      <td>1.5000</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102</th>\n",
       "      <td>VIL</td>\n",
       "      <td>SCL_DFC1</td>\n",
       "      <td>1.552917</td>\n",
       "      <td>1.063459e-01</td>\n",
       "      <td>1.3500</td>\n",
       "      <td>1.450000</td>\n",
       "      <td>1.55000</td>\n",
       "      <td>1.650000</td>\n",
       "      <td>1.7500</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>103</th>\n",
       "      <td>IDDLVDS_125M</td>\n",
       "      <td>VDDA</td>\n",
       "      <td>40.400792</td>\n",
       "      <td>4.028982e-01</td>\n",
       "      <td>39.6400</td>\n",
       "      <td>39.990000</td>\n",
       "      <td>40.33500</td>\n",
       "      <td>40.690000</td>\n",
       "      <td>41.0300</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>104</th>\n",
       "      <td>IDDCMOS_160M</td>\n",
       "      <td>VDDSE1</td>\n",
       "      <td>3.712529</td>\n",
       "      <td>4.359742e-01</td>\n",
       "      <td>3.0100</td>\n",
       "      <td>3.303750</td>\n",
       "      <td>3.63250</td>\n",
       "      <td>4.016000</td>\n",
       "      <td>4.5300</td>\n",
       "      <td>25C</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>105 rows × 10 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "               Test       Pin       mean           std       min        _25p  \\\n",
       "0       IDD_Default  VDDSE2_3  18.080917  1.290775e+00   16.1200   17.092500   \n",
       "1       IDD_Default      VDDA  40.768000  5.970634e-01   39.7600   40.287500   \n",
       "2       IDD_Default    VDDSE1   0.036796  1.238757e-02    0.0230    0.027000   \n",
       "3       IDD_Default      VBAT   0.012062  3.897249e-03   -0.0080    0.011000   \n",
       "4       IDD_Default     VDD33   8.580558  3.757817e-01    7.9300    8.249750   \n",
       "5     OutputLeakage     DIFF1  12.872003  2.296743e+01  -11.2865   -9.618500   \n",
       "6     OutputLeakage    DIFF2B   5.977512  1.004374e+01   -5.4484   -3.988900   \n",
       "7     OutputLeakage       SE1   3.128000  7.630084e+00   -6.2824   -4.614400   \n",
       "8     OutputLeakage       REF  -1.681452  6.125773e+00   -9.6185   -7.950400   \n",
       "9     OutputLeakage       SE3 -86.508238  2.244290e+02 -444.3495 -112.671675   \n",
       "10    OutputLeakage       SE2  27.963823  1.101230e+02  -12.1205  -10.452500   \n",
       "11    OutputLeakage    DIFF1B  30.181030  8.359077e+01    1.2237    2.057700   \n",
       "12    OutputLeakage     DIFF2   3.308693  2.583058e+01  -24.6306  -22.128600   \n",
       "13   IDDLVPECL_500M      VDDA  49.359875  1.603595e+00   46.9300   48.125000   \n",
       "14         thd:DATA       SMB  -0.148917  1.830910e-02   -0.2300   -0.150000   \n",
       "15           IDD_SD  VDDSE2_3   0.010175  1.966934e-03    0.0050    0.009000   \n",
       "16           IDD_SD      VDDA   2.478563  3.263998e-02    2.4300    2.451750   \n",
       "17           IDD_SD    VDDSE1   0.027854  2.321354e-03    0.0220    0.026000   \n",
       "18           IDD_SD      VBAT   0.143804  3.016106e-01    0.0090    0.013000   \n",
       "19           IDD_SD     VDD33   1.018096  2.619406e-02    0.9780    0.997000   \n",
       "20     IDDLVDS_500M      VDDA  54.172208  1.548976e+00   51.8200   52.980000   \n",
       "21          VCO_max      PLL2   1.600000  6.775215e-16    1.6000    1.600000   \n",
       "22          VCO_max      PLL3   1.330000  1.129203e-15    1.3300    1.330000   \n",
       "23          VCO_max      PLL1   0.920000  6.775215e-16    0.9200    0.920000   \n",
       "24              VOL       DF2   0.246475  7.356394e-03    0.2360    0.240500   \n",
       "25              VOL      DF1B   0.590658  3.176166e-02    0.5490    0.564250   \n",
       "26              VOL      DF2B   0.609058  3.184344e-02    0.5670    0.583000   \n",
       "27              VOL    SDA4mA   0.229583  2.462763e-02    0.2000    0.200000   \n",
       "28              VOL       SE1   0.286088  8.960434e-03    0.2740    0.278500   \n",
       "29              VOL       REF   0.276233  9.199084e-03    0.2630    0.268500   \n",
       "..              ...       ...        ...           ...       ...         ...   \n",
       "75              VIH       OE2   1.671250  1.199132e-01    1.4500    1.550000   \n",
       "76              VIH  SCL_DFC1   1.256042  9.536847e-02    1.1000    1.187500   \n",
       "77     IDDLVDS_250M      VDDA  45.641917  8.562283e-01   44.3200   44.975000   \n",
       "78     IDDCore_PLL3     VDD33   5.450250  2.850014e+00    2.3810    2.588750   \n",
       "79         tsu:DATA       SMB   0.019167  4.004878e-03    0.0000    0.020000   \n",
       "80     InputLeakage  SDA_DFC0  23.335310  5.389379e+01  -10.4525   -7.950400   \n",
       "81     InputLeakage       OE1  17.544517  1.471031e-02   17.5181   17.534800   \n",
       "82     InputLeakage       OE3  -6.917463  2.479758e+01  -33.8047  -31.302700   \n",
       "83     InputLeakage        X1   0.039060  1.975495e+01  -19.5787  -19.553600   \n",
       "84     InputLeakage       OE2 -15.726970  3.380043e+01  -51.3190  -49.025400   \n",
       "85     InputLeakage  SCL_DFC1  -8.179927  8.218414e+01 -444.3495   -2.946400   \n",
       "86              ROL       DF2   0.596654  3.155989e-02    0.5550    0.571000   \n",
       "87              ROL      DF1B   0.245654  7.480042e-03    0.2350    0.239500   \n",
       "88              ROL      DF2B   0.253883  7.542552e-03    0.2430    0.247000   \n",
       "89              ROL       SE1   0.712929  4.638513e-02    0.6540    0.675250   \n",
       "90              ROL       REF   0.692704  4.686435e-02    0.6330    0.655000   \n",
       "91              ROL       SE3   0.691688  4.512204e-02    0.6340    0.655250   \n",
       "92              ROL       SE2   0.690446  4.592131e-02    0.6320    0.653250   \n",
       "93              ROL       DF1   0.571633  3.118428e-02    0.5300    0.546000   \n",
       "94   IDDLPHCSL_100M      VDDA  40.692208  5.623342e-01   39.7400   40.255000   \n",
       "95              VIL  SDA_DFC0   1.557083  1.081986e-01    1.3500    1.450000   \n",
       "96              VIL       SDA   1.206667  9.636344e-02    1.0500    1.150000   \n",
       "97              VIL       OE1   1.325417  1.147119e-01    1.1500    1.237500   \n",
       "98              VIL       OE3   1.321875  1.030428e-01    1.1500    1.250000   \n",
       "99              VIL       SCL   1.192708  9.560947e-02    1.0500    1.100000   \n",
       "100             VIL        X1   1.300000  7.515674e-02    1.2000    1.237500   \n",
       "101             VIL       OE2   1.336667  1.015020e-01    1.1500    1.250000   \n",
       "102             VIL  SCL_DFC1   1.552917  1.063459e-01    1.3500    1.450000   \n",
       "103    IDDLVDS_125M      VDDA  40.400792  4.028982e-01   39.6400   39.990000   \n",
       "104    IDDCMOS_160M    VDDSE1   3.712529  4.359742e-01    3.0100    3.303750   \n",
       "\n",
       "         _50p       _75p       max Temp  \n",
       "0    18.07500  19.067500   20.0600  25C  \n",
       "1    40.79000  41.245000   41.7600  25C  \n",
       "2     0.03100   0.044750    0.0660  25C  \n",
       "3     0.01200   0.013000    0.0280  25C  \n",
       "4     8.58050   8.888750    9.1570  25C  \n",
       "5     7.89575  36.252100   40.4221  25C  \n",
       "6     5.39370  16.235800   18.7379  25C  \n",
       "7     3.30870  10.397800   12.8998  25C  \n",
       "8    -1.27835   3.934200    6.2277  25C  \n",
       "9     9.98080  11.231800  389.6603  25C  \n",
       "10   -3.78035   1.223700  389.6603  25C  \n",
       "11   17.90390  19.571900  389.6603  25C  \n",
       "12   -1.69540  29.580000   34.5841  25C  \n",
       "13   49.33500  50.572500   51.8400  25C  \n",
       "14   -0.15000  -0.130000   -0.1100  25C  \n",
       "15    0.01000   0.011000    0.0170  25C  \n",
       "16    2.47650   2.503500    2.5340  25C  \n",
       "17    0.02800   0.030000    0.0340  25C  \n",
       "18    0.02900   0.056500    0.9690  25C  \n",
       "19    1.01550   1.037250    1.0660  25C  \n",
       "20   54.15000  55.345000   56.5700  25C  \n",
       "21    1.60000   1.600000    1.6000  25C  \n",
       "22    1.33000   1.330000    1.3300  25C  \n",
       "23    0.92000   0.920000    0.9200  25C  \n",
       "24    0.24500   0.251750    0.2600  25C  \n",
       "25    0.58500   0.611250    0.6480  25C  \n",
       "26    0.60300   0.630000    0.6660  25C  \n",
       "27    0.25000   0.250000    0.2500  25C  \n",
       "28    0.28450   0.292250    0.3020  25C  \n",
       "29    0.27500   0.283000    0.2930  25C  \n",
       "..        ...        ...       ...  ...  \n",
       "75    1.67500   1.762500    1.8500  25C  \n",
       "76    1.25000   1.350000    1.4000  25C  \n",
       "77   45.63000  46.295000   46.9700  25C  \n",
       "78    5.35100   8.270000    9.0980  25C  \n",
       "79    0.02000   0.020000    0.0200  25C  \n",
       "80   34.16705  38.754100  389.6603  25C  \n",
       "81   17.54310  17.551500   17.5932  25C  \n",
       "82   -5.57875  17.661975   17.7016  25C  \n",
       "83    0.03725  19.628100   19.6698  25C  \n",
       "84  -13.86465  17.776600   17.8100  25C  \n",
       "85    6.22770  15.401800   17.9039  25C  \n",
       "86    0.59100   0.617000    0.6540  25C  \n",
       "87    0.24450   0.250750    0.2590  25C  \n",
       "88    0.25300   0.258750    0.2670  25C  \n",
       "89    0.70350   0.742250    0.7980  25C  \n",
       "90    0.68300   0.722500    0.7790  25C  \n",
       "91    0.68250   0.720250    0.7740  25C  \n",
       "92    0.68100   0.719250    0.7750  25C  \n",
       "93    0.56550   0.592750    0.6280  25C  \n",
       "94   40.74500  41.200000   41.7200  25C  \n",
       "95    1.55000   1.650000    1.7500  25C  \n",
       "96    1.20000   1.300000    1.3500  25C  \n",
       "97    1.35000   1.412500    1.5000  25C  \n",
       "98    1.32500   1.400000    1.5000  25C  \n",
       "99    1.20000   1.262500    1.3500  25C  \n",
       "100   1.30000   1.362500    1.4000  25C  \n",
       "101   1.32500   1.412500    1.5000  25C  \n",
       "102   1.55000   1.650000    1.7500  25C  \n",
       "103  40.33500  40.690000   41.0300  25C  \n",
       "104   3.63250   4.016000    4.5300  25C  \n",
       "\n",
       "[105 rows x 10 columns]"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sum33"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    ""
   ]
  }
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