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@cpcloud
Created May 19, 2014 15:38
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{
"metadata": {
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"signature": "sha256:1428f1fc4d07eeb621c648b728c7feb5f0210656024476c109e86964cb744ea9"
},
"nbformat": 3,
"nbformat_minor": 0,
"worksheets": [
{
"cells": [
{
"cell_type": "code",
"collapsed": false,
"input": [
"A = ['a'] * 13\n",
"a = list(range(len(A)))\n",
"B = ['b'] * 8\n",
"b = list(range(len(B)))\n",
"mi = MultiIndex.from_arrays([A + B, a + b], names=['first', 'second'])\n",
"df = DataFrame(np.random.randn(10, len(mi)), columns=mi)\n",
"print(pd.options.display.max_columns)\n",
"df"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": [
"20\n"
]
},
{
"html": [
"<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr>\n",
" <th>first</th>\n",
" <th colspan=\"12\" halign=\"left\">a</th>\n",
" <th colspan=\"8\" halign=\"left\">b</th>\n",
" <th>...</th>\n",
" </tr>\n",
" <tr>\n",
" <th>second</th>\n",
" <th>0 </th>\n",
" <th>1 </th>\n",
" <th>2 </th>\n",
" <th>3 </th>\n",
" <th>4 </th>\n",
" <th>5 </th>\n",
" <th>6 </th>\n",
" <th>7 </th>\n",
" <th>8 </th>\n",
" <th>9 </th>\n",
" <th>...</th>\n",
" <th>11</th>\n",
" <th>12</th>\n",
" <th>0 </th>\n",
" <th>1 </th>\n",
" <th>2 </th>\n",
" <th>3 </th>\n",
" <th>4 </th>\n",
" <th>5 </th>\n",
" <th>6 </th>\n",
" <th>7 </th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>-0.2082</td>\n",
" <td>-1.6064</td>\n",
" <td>-0.8020</td>\n",
" <td> 0.5989</td>\n",
" <td>-0.4439</td>\n",
" <td> 0.2398</td>\n",
" <td>-1.0652</td>\n",
" <td> 0.5423</td>\n",
" <td> 0.9104</td>\n",
" <td> 1.5092</td>\n",
" <td>...</td>\n",
" <td>-0.7787</td>\n",
" <td> 0.4850</td>\n",
" <td>-0.7780</td>\n",
" <td>-0.8186</td>\n",
" <td> 0.9989</td>\n",
" <td> 0.0826</td>\n",
" <td>-1.2617</td>\n",
" <td>-1.2938</td>\n",
" <td> 1.9850</td>\n",
" <td>-0.4359</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>-0.9585</td>\n",
" <td>-1.2829</td>\n",
" <td>-0.4139</td>\n",
" <td> 0.5045</td>\n",
" <td> 1.1962</td>\n",
" <td> 1.6818</td>\n",
" <td>-0.0324</td>\n",
" <td>-1.2294</td>\n",
" <td>-1.0454</td>\n",
" <td>-0.4582</td>\n",
" <td>...</td>\n",
" <td> 0.0993</td>\n",
" <td> 1.0182</td>\n",
" <td>-1.4645</td>\n",
" <td> 1.2616</td>\n",
" <td> 0.1910</td>\n",
" <td>-0.1321</td>\n",
" <td> 0.2178</td>\n",
" <td> 0.7815</td>\n",
" <td> 0.4706</td>\n",
" <td> 1.1139</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>-1.1586</td>\n",
" <td>-0.2687</td>\n",
" <td>-1.0553</td>\n",
" <td>-0.8650</td>\n",
" <td>-1.3108</td>\n",
" <td>-0.4340</td>\n",
" <td> 1.1284</td>\n",
" <td>-0.1160</td>\n",
" <td> 1.5585</td>\n",
" <td> 1.1666</td>\n",
" <td>...</td>\n",
" <td> 0.2395</td>\n",
" <td>-1.4000</td>\n",
" <td> 0.0396</td>\n",
" <td> 0.0160</td>\n",
" <td> 0.5567</td>\n",
" <td>-0.3156</td>\n",
" <td>-0.2024</td>\n",
" <td>-0.7064</td>\n",
" <td>-0.2694</td>\n",
" <td>-0.8417</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>-0.4819</td>\n",
" <td>-1.7926</td>\n",
" <td> 0.9354</td>\n",
" <td> 1.0646</td>\n",
" <td>-0.6835</td>\n",
" <td>-2.5922</td>\n",
" <td> 0.5893</td>\n",
" <td> 0.6239</td>\n",
" <td> 0.5980</td>\n",
" <td>-0.2576</td>\n",
" <td>...</td>\n",
" <td>-1.0987</td>\n",
" <td>-1.9409</td>\n",
" <td>-0.0574</td>\n",
" <td>-0.7236</td>\n",
" <td>-0.7114</td>\n",
" <td> 0.9021</td>\n",
" <td>-1.6388</td>\n",
" <td>-1.2121</td>\n",
" <td> 2.0045</td>\n",
" <td> 0.1355</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>-2.0026</td>\n",
" <td> 0.0178</td>\n",
" <td> 0.6007</td>\n",
" <td> 2.0983</td>\n",
" <td> 0.5759</td>\n",
" <td>-0.3261</td>\n",
" <td>-0.1180</td>\n",
" <td>-0.6700</td>\n",
" <td>-1.8532</td>\n",
" <td>-2.0006</td>\n",
" <td>...</td>\n",
" <td> 0.0337</td>\n",
" <td>-1.0988</td>\n",
" <td> 1.4202</td>\n",
" <td>-0.6330</td>\n",
" <td> 0.2466</td>\n",
" <td>-1.3448</td>\n",
" <td> 0.5530</td>\n",
" <td> 0.2716</td>\n",
" <td>-0.0460</td>\n",
" <td> 0.6658</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>-0.0822</td>\n",
" <td> 0.7396</td>\n",
" <td>-0.6162</td>\n",
" <td> 1.4799</td>\n",
" <td> 0.0184</td>\n",
" <td>-0.2817</td>\n",
" <td> 0.3988</td>\n",
" <td> 0.2033</td>\n",
" <td> 0.4552</td>\n",
" <td>-0.9081</td>\n",
" <td>...</td>\n",
" <td> 1.3827</td>\n",
" <td>-0.4067</td>\n",
" <td> 1.6811</td>\n",
" <td> 0.7011</td>\n",
" <td> 0.9827</td>\n",
" <td>-0.9730</td>\n",
" <td> 1.1596</td>\n",
" <td>-0.2288</td>\n",
" <td>-0.6839</td>\n",
" <td>-1.4159</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>-1.9040</td>\n",
" <td>-1.6757</td>\n",
" <td>-1.1221</td>\n",
" <td>-0.4387</td>\n",
" <td> 1.0656</td>\n",
" <td>-2.9653</td>\n",
" <td>-0.3094</td>\n",
" <td> 1.1859</td>\n",
" <td>-0.2654</td>\n",
" <td>-1.1988</td>\n",
" <td>...</td>\n",
" <td> 0.0618</td>\n",
" <td>-0.9180</td>\n",
" <td> 0.0919</td>\n",
" <td> 1.3213</td>\n",
" <td>-0.0146</td>\n",
" <td>-0.1242</td>\n",
" <td> 0.4601</td>\n",
" <td>-1.1991</td>\n",
" <td> 0.1498</td>\n",
" <td> 0.2944</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>-1.1345</td>\n",
" <td> 1.0690</td>\n",
" <td>-0.2591</td>\n",
" <td> 2.3508</td>\n",
" <td> 1.0950</td>\n",
" <td> 0.4060</td>\n",
" <td>-0.3765</td>\n",
" <td>-0.3390</td>\n",
" <td>-0.2196</td>\n",
" <td>-0.0929</td>\n",
" <td>...</td>\n",
" <td>-0.6447</td>\n",
" <td>-0.0153</td>\n",
" <td>-1.0517</td>\n",
" <td> 1.1670</td>\n",
" <td> 1.7642</td>\n",
" <td>-1.1202</td>\n",
" <td>-0.4912</td>\n",
" <td>-1.9148</td>\n",
" <td> 1.5076</td>\n",
" <td>-1.6495</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td> 0.0962</td>\n",
" <td>-1.2245</td>\n",
" <td> 1.3299</td>\n",
" <td>-0.5746</td>\n",
" <td> 0.3888</td>\n",
" <td> 1.4317</td>\n",
" <td>-0.6982</td>\n",
" <td>-0.2977</td>\n",
" <td>-1.2215</td>\n",
" <td>-1.4297</td>\n",
" <td>...</td>\n",
" <td> 0.9389</td>\n",
" <td>-0.1002</td>\n",
" <td>-0.0301</td>\n",
" <td>-1.4702</td>\n",
" <td> 0.4021</td>\n",
" <td>-0.2883</td>\n",
" <td>-1.6161</td>\n",
" <td>-0.9212</td>\n",
" <td> 0.0140</td>\n",
" <td>-0.0990</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>-0.2558</td>\n",
" <td>-1.1953</td>\n",
" <td>-2.1854</td>\n",
" <td> 0.2964</td>\n",
" <td>-0.0755</td>\n",
" <td>-0.2599</td>\n",
" <td> 0.3753</td>\n",
" <td>-1.9744</td>\n",
" <td> 0.5698</td>\n",
" <td>-0.3905</td>\n",
" <td>...</td>\n",
" <td>-1.7427</td>\n",
" <td> 0.4862</td>\n",
" <td>-0.1997</td>\n",
" <td>-0.5775</td>\n",
" <td>-0.8408</td>\n",
" <td> 1.2085</td>\n",
" <td> 0.6857</td>\n",
" <td>-0.4669</td>\n",
" <td>-0.5618</td>\n",
" <td>-1.2684</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>10 rows \u00d7 21 columns</p>\n",
"</div>"
],
"metadata": {},
"output_type": "pyout",
"prompt_number": 35,
"text": [
"first a \\\n",
"second 0 1 2 3 4 5 6 7 \n",
"0 -0.2082 -1.6064 -0.8020 0.5989 -0.4439 0.2398 -1.0652 0.5423 \n",
"1 -0.9585 -1.2829 -0.4139 0.5045 1.1962 1.6818 -0.0324 -1.2294 \n",
"2 -1.1586 -0.2687 -1.0553 -0.8650 -1.3108 -0.4340 1.1284 -0.1160 \n",
"3 -0.4819 -1.7926 0.9354 1.0646 -0.6835 -2.5922 0.5893 0.6239 \n",
"4 -2.0026 0.0178 0.6007 2.0983 0.5759 -0.3261 -0.1180 -0.6700 \n",
"5 -0.0822 0.7396 -0.6162 1.4799 0.0184 -0.2817 0.3988 0.2033 \n",
"6 -1.9040 -1.6757 -1.1221 -0.4387 1.0656 -2.9653 -0.3094 1.1859 \n",
"7 -1.1345 1.0690 -0.2591 2.3508 1.0950 0.4060 -0.3765 -0.3390 \n",
"8 0.0962 -1.2245 1.3299 -0.5746 0.3888 1.4317 -0.6982 -0.2977 \n",
"9 -0.2558 -1.1953 -2.1854 0.2964 -0.0755 -0.2599 0.3753 -1.9744 \n",
"\n",
"first ... b \\\n",
"second 8 9 ... 11 12 0 1 2 \n",
"0 0.9104 1.5092 ... -0.7787 0.4850 -0.7780 -0.8186 0.9989 \n",
"1 -1.0454 -0.4582 ... 0.0993 1.0182 -1.4645 1.2616 0.1910 \n",
"2 1.5585 1.1666 ... 0.2395 -1.4000 0.0396 0.0160 0.5567 \n",
"3 0.5980 -0.2576 ... -1.0987 -1.9409 -0.0574 -0.7236 -0.7114 \n",
"4 -1.8532 -2.0006 ... 0.0337 -1.0988 1.4202 -0.6330 0.2466 \n",
"5 0.4552 -0.9081 ... 1.3827 -0.4067 1.6811 0.7011 0.9827 \n",
"6 -0.2654 -1.1988 ... 0.0618 -0.9180 0.0919 1.3213 -0.0146 \n",
"7 -0.2196 -0.0929 ... -0.6447 -0.0153 -1.0517 1.1670 1.7642 \n",
"8 -1.2215 -1.4297 ... 0.9389 -0.1002 -0.0301 -1.4702 0.4021 \n",
"9 0.5698 -0.3905 ... -1.7427 0.4862 -0.1997 -0.5775 -0.8408 \n",
"\n",
"first \n",
"second 3 4 5 6 7 \n",
"0 0.0826 -1.2617 -1.2938 1.9850 -0.4359 \n",
"1 -0.1321 0.2178 0.7815 0.4706 1.1139 \n",
"2 -0.3156 -0.2024 -0.7064 -0.2694 -0.8417 \n",
"3 0.9021 -1.6388 -1.2121 2.0045 0.1355 \n",
"4 -1.3448 0.5530 0.2716 -0.0460 0.6658 \n",
"5 -0.9730 1.1596 -0.2288 -0.6839 -1.4159 \n",
"6 -0.1242 0.4601 -1.1991 0.1498 0.2944 \n",
"7 -1.1202 -0.4912 -1.9148 1.5076 -1.6495 \n",
"8 -0.2883 -1.6161 -0.9212 0.0140 -0.0990 \n",
"9 1.2085 0.6857 -0.4669 -0.5618 -1.2684 \n",
"\n",
"[10 rows x 21 columns]"
]
}
],
"prompt_number": 35
},
{
"cell_type": "code",
"collapsed": false,
"input": [
"A = ['a'] * 11\n",
"a = list(range(len(A)))\n",
"B = ['b'] * 11\n",
"b = list(range(len(B)))\n",
"mi = MultiIndex.from_arrays([A + B, a + b], names=['first', 'second'])\n",
"df = DataFrame(np.random.randn(10, len(mi)), columns=mi)\n",
"print(pd.options.display.max_columns)\n",
"df"
],
"language": "python",
"metadata": {},
"outputs": [
{
"output_type": "stream",
"stream": "stdout",
"text": [
"20\n"
]
},
{
"html": [
"<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr>\n",
" <th>first</th>\n",
" <th colspan=\"10\" halign=\"left\">a</th>\n",
" <th colspan=\"10\" halign=\"left\">b</th>\n",
" <th>...</th>\n",
" </tr>\n",
" <tr>\n",
" <th>second</th>\n",
" <th>0 </th>\n",
" <th>1 </th>\n",
" <th>2 </th>\n",
" <th>3 </th>\n",
" <th>4 </th>\n",
" <th>5 </th>\n",
" <th>6 </th>\n",
" <th>7 </th>\n",
" <th>8 </th>\n",
" <th>9 </th>\n",
" <th>...</th>\n",
" <th>1 </th>\n",
" <th>2 </th>\n",
" <th>3 </th>\n",
" <th>4 </th>\n",
" <th>5 </th>\n",
" <th>6 </th>\n",
" <th>7 </th>\n",
" <th>8 </th>\n",
" <th>9 </th>\n",
" <th>10</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td> 1.0470</td>\n",
" <td>-0.0827</td>\n",
" <td> 1.1035</td>\n",
" <td> 0.2892</td>\n",
" <td>-0.8808</td>\n",
" <td>-2.0596</td>\n",
" <td> 1.1150</td>\n",
" <td>-0.0629</td>\n",
" <td> 0.4115</td>\n",
" <td>-0.1600</td>\n",
" <td>...</td>\n",
" <td> 0.7691</td>\n",
" <td> 0.8865</td>\n",
" <td> 0.7551</td>\n",
" <td>-0.1131</td>\n",
" <td> 1.2081</td>\n",
" <td> 0.1720</td>\n",
" <td> 0.3316</td>\n",
" <td>-0.2314</td>\n",
" <td> 0.4127</td>\n",
" <td> 0.0159</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>-0.9995</td>\n",
" <td>-0.4393</td>\n",
" <td>-0.2216</td>\n",
" <td> 1.1143</td>\n",
" <td>-0.2158</td>\n",
" <td>-0.4747</td>\n",
" <td> 0.1691</td>\n",
" <td>-0.1294</td>\n",
" <td> 1.9869</td>\n",
" <td>-1.8688</td>\n",
" <td>...</td>\n",
" <td> 0.4596</td>\n",
" <td> 0.4063</td>\n",
" <td>-2.4257</td>\n",
" <td> 1.2606</td>\n",
" <td>-0.1550</td>\n",
" <td>-0.3841</td>\n",
" <td> 1.5723</td>\n",
" <td>-0.9492</td>\n",
" <td> 1.1758</td>\n",
" <td>-1.0433</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td> 0.3910</td>\n",
" <td>-1.3509</td>\n",
" <td> 1.2629</td>\n",
" <td> 0.1678</td>\n",
" <td>-0.1317</td>\n",
" <td>-0.2122</td>\n",
" <td> 0.1029</td>\n",
" <td>-1.0689</td>\n",
" <td>-1.8187</td>\n",
" <td>-0.1385</td>\n",
" <td>...</td>\n",
" <td> 1.7396</td>\n",
" <td>-0.5665</td>\n",
" <td> 1.2858</td>\n",
" <td>-0.9669</td>\n",
" <td>-0.8565</td>\n",
" <td>-0.1786</td>\n",
" <td>-0.0585</td>\n",
" <td> 0.0714</td>\n",
" <td> 0.7550</td>\n",
" <td> 0.6666</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>-1.6022</td>\n",
" <td>-0.3111</td>\n",
" <td>-1.5997</td>\n",
" <td>-0.5915</td>\n",
" <td> 0.9401</td>\n",
" <td>-0.4816</td>\n",
" <td>-0.9543</td>\n",
" <td> 0.2756</td>\n",
" <td> 0.5768</td>\n",
" <td> 0.5216</td>\n",
" <td>...</td>\n",
" <td>-0.3542</td>\n",
" <td> 0.1890</td>\n",
" <td>-1.1020</td>\n",
" <td>-0.1277</td>\n",
" <td> 0.9316</td>\n",
" <td> 0.7967</td>\n",
" <td> 0.1694</td>\n",
" <td>-1.0623</td>\n",
" <td>-2.5214</td>\n",
" <td>-0.1534</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td> 0.4518</td>\n",
" <td> 2.0260</td>\n",
" <td>-0.2700</td>\n",
" <td> 1.3087</td>\n",
" <td>-0.9413</td>\n",
" <td> 0.4819</td>\n",
" <td> 0.2194</td>\n",
" <td> 0.8708</td>\n",
" <td>-0.8372</td>\n",
" <td>-0.8211</td>\n",
" <td>...</td>\n",
" <td> 1.2584</td>\n",
" <td> 1.8162</td>\n",
" <td>-0.9562</td>\n",
" <td> 0.8876</td>\n",
" <td> 0.6559</td>\n",
" <td> 0.2908</td>\n",
" <td> 1.2482</td>\n",
" <td>-0.2693</td>\n",
" <td> 0.9975</td>\n",
" <td>-1.4378</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>-2.4645</td>\n",
" <td> 0.5514</td>\n",
" <td> 1.0886</td>\n",
" <td>-0.3382</td>\n",
" <td> 0.0025</td>\n",
" <td> 0.7866</td>\n",
" <td>-1.6445</td>\n",
" <td>-0.0232</td>\n",
" <td> 1.5231</td>\n",
" <td>-0.8653</td>\n",
" <td>...</td>\n",
" <td>-0.2785</td>\n",
" <td>-1.1422</td>\n",
" <td> 1.4668</td>\n",
" <td> 0.3985</td>\n",
" <td> 0.6086</td>\n",
" <td>-0.0933</td>\n",
" <td> 2.1737</td>\n",
" <td>-0.2130</td>\n",
" <td>-0.9114</td>\n",
" <td>-1.0527</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td> 0.0745</td>\n",
" <td> 0.4150</td>\n",
" <td>-1.0278</td>\n",
" <td> 0.8852</td>\n",
" <td> 0.4516</td>\n",
" <td>-0.6046</td>\n",
" <td> 0.0542</td>\n",
" <td>-1.1795</td>\n",
" <td>-0.5540</td>\n",
" <td> 0.3778</td>\n",
" <td>...</td>\n",
" <td>-0.5606</td>\n",
" <td> 1.3916</td>\n",
" <td>-0.4197</td>\n",
" <td> 0.1315</td>\n",
" <td> 0.3162</td>\n",
" <td>-2.6280</td>\n",
" <td>-0.8077</td>\n",
" <td>-0.2117</td>\n",
" <td>-1.3820</td>\n",
" <td>-2.5496</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td> 0.1247</td>\n",
" <td> 0.4454</td>\n",
" <td> 0.3643</td>\n",
" <td> 0.0683</td>\n",
" <td>-0.3292</td>\n",
" <td>-0.0772</td>\n",
" <td>-0.4670</td>\n",
" <td> 0.7374</td>\n",
" <td> 1.8176</td>\n",
" <td>-0.0368</td>\n",
" <td>...</td>\n",
" <td>-0.2002</td>\n",
" <td>-1.1092</td>\n",
" <td>-1.2974</td>\n",
" <td> 0.2712</td>\n",
" <td>-0.0542</td>\n",
" <td> 1.4566</td>\n",
" <td> 0.6248</td>\n",
" <td>-0.8107</td>\n",
" <td> 0.8365</td>\n",
" <td> 0.2073</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td> 1.3174</td>\n",
" <td> 1.0490</td>\n",
" <td>-2.2852</td>\n",
" <td> 2.2145</td>\n",
" <td> 1.9886</td>\n",
" <td> 1.0738</td>\n",
" <td>-1.1568</td>\n",
" <td>-1.5078</td>\n",
" <td> 0.1457</td>\n",
" <td>-0.1245</td>\n",
" <td>...</td>\n",
" <td>-0.3521</td>\n",
" <td> 0.9241</td>\n",
" <td>-0.0732</td>\n",
" <td>-0.9563</td>\n",
" <td> 0.6072</td>\n",
" <td>-0.9255</td>\n",
" <td> 0.2738</td>\n",
" <td> 0.8559</td>\n",
" <td>-2.2143</td>\n",
" <td>-0.6555</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9</th>\n",
" <td> 2.0030</td>\n",
" <td> 2.3155</td>\n",
" <td> 0.3202</td>\n",
" <td> 0.9309</td>\n",
" <td>-0.3519</td>\n",
" <td>-0.0450</td>\n",
" <td> 1.3393</td>\n",
" <td>-1.4719</td>\n",
" <td> 0.9824</td>\n",
" <td> 1.0480</td>\n",
" <td>...</td>\n",
" <td> 0.2818</td>\n",
" <td> 0.7063</td>\n",
" <td> 0.0860</td>\n",
" <td>-0.9274</td>\n",
" <td> 0.2166</td>\n",
" <td> 0.8028</td>\n",
" <td> 0.7745</td>\n",
" <td> 1.6635</td>\n",
" <td> 3.0850</td>\n",
" <td> 1.0769</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>10 rows \u00d7 22 columns</p>\n",
"</div>"
],
"metadata": {},
"output_type": "pyout",
"prompt_number": 36,
"text": [
"first a \\\n",
"second 0 1 2 3 4 5 6 7 \n",
"0 1.0470 -0.0827 1.1035 0.2892 -0.8808 -2.0596 1.1150 -0.0629 \n",
"1 -0.9995 -0.4393 -0.2216 1.1143 -0.2158 -0.4747 0.1691 -0.1294 \n",
"2 0.3910 -1.3509 1.2629 0.1678 -0.1317 -0.2122 0.1029 -1.0689 \n",
"3 -1.6022 -0.3111 -1.5997 -0.5915 0.9401 -0.4816 -0.9543 0.2756 \n",
"4 0.4518 2.0260 -0.2700 1.3087 -0.9413 0.4819 0.2194 0.8708 \n",
"5 -2.4645 0.5514 1.0886 -0.3382 0.0025 0.7866 -1.6445 -0.0232 \n",
"6 0.0745 0.4150 -1.0278 0.8852 0.4516 -0.6046 0.0542 -1.1795 \n",
"7 0.1247 0.4454 0.3643 0.0683 -0.3292 -0.0772 -0.4670 0.7374 \n",
"8 1.3174 1.0490 -2.2852 2.2145 1.9886 1.0738 -1.1568 -1.5078 \n",
"9 2.0030 2.3155 0.3202 0.9309 -0.3519 -0.0450 1.3393 -1.4719 \n",
"\n",
"first ... b \\\n",
"second 8 9 ... 1 2 3 4 5 \n",
"0 0.4115 -0.1600 ... 0.7691 0.8865 0.7551 -0.1131 1.2081 \n",
"1 1.9869 -1.8688 ... 0.4596 0.4063 -2.4257 1.2606 -0.1550 \n",
"2 -1.8187 -0.1385 ... 1.7396 -0.5665 1.2858 -0.9669 -0.8565 \n",
"3 0.5768 0.5216 ... -0.3542 0.1890 -1.1020 -0.1277 0.9316 \n",
"4 -0.8372 -0.8211 ... 1.2584 1.8162 -0.9562 0.8876 0.6559 \n",
"5 1.5231 -0.8653 ... -0.2785 -1.1422 1.4668 0.3985 0.6086 \n",
"6 -0.5540 0.3778 ... -0.5606 1.3916 -0.4197 0.1315 0.3162 \n",
"7 1.8176 -0.0368 ... -0.2002 -1.1092 -1.2974 0.2712 -0.0542 \n",
"8 0.1457 -0.1245 ... -0.3521 0.9241 -0.0732 -0.9563 0.6072 \n",
"9 0.9824 1.0480 ... 0.2818 0.7063 0.0860 -0.9274 0.2166 \n",
"\n",
"first \n",
"second 6 7 8 9 10 \n",
"0 0.1720 0.3316 -0.2314 0.4127 0.0159 \n",
"1 -0.3841 1.5723 -0.9492 1.1758 -1.0433 \n",
"2 -0.1786 -0.0585 0.0714 0.7550 0.6666 \n",
"3 0.7967 0.1694 -1.0623 -2.5214 -0.1534 \n",
"4 0.2908 1.2482 -0.2693 0.9975 -1.4378 \n",
"5 -0.0933 2.1737 -0.2130 -0.9114 -1.0527 \n",
"6 -2.6280 -0.8077 -0.2117 -1.3820 -2.5496 \n",
"7 1.4566 0.6248 -0.8107 0.8365 0.2073 \n",
"8 -0.9255 0.2738 0.8559 -2.2143 -0.6555 \n",
"9 0.8028 0.7745 1.6635 3.0850 1.0769 \n",
"\n",
"[10 rows x 22 columns]"
]
}
],
"prompt_number": 36
}
],
"metadata": {}
}
]
}
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