1-predict/load-visualize.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Prerequisite\n",
    "\n",
    "Make sure you ran `snakemake` in this directory and have obtained all the files (stored under `output/`)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Config"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import kipoi\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "import snakemake\n",
    "\n",
    "# Get all models and interval_sets for which we computed the predictions\n",
    "models, interval_sets = list(zip(*list(zip(*snakemake.utils.listfiles(\"output/{model}/{interval_set}.tsv\")))[1]))\n",
    "models = kipoi.utils.unique_list(models)\n",
    "interval_sets = kipoi.utils.unique_list(interval_sets)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Loading predictions from the tsv output"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "merge_cols = ['metadata/ranges/chr', 'metadata/ranges/center', 'metadata/ranges/id', 'interval_set']\n",
    "\n",
    "def read_preds_tsv(model, interval_set, output_dir):\n",
    "    df = pd.read_table(\"{}/{}/{}.tsv\".format(output_dir, model, interval_set))\n",
    "    df['interval_set'] = interval_set\n",
    "    df['metadata/ranges/center'] = (df['metadata/ranges/start'] + df['metadata/ranges/end']) //2\n",
    "    del df['metadata/ranges/start']\n",
    "    del df['metadata/ranges/end']\n",
    "    del df['metadata/ranges/strand']\n",
    "    df.set_index(merge_cols, inplace=True)\n",
    "    assert df.columns.str.startswith(\"preds\").all()\n",
    "    df.columns = df.columns.str.replace(\"preds\", model)\n",
    "    \n",
    "    \n",
    "    if len(df.columns) > 1:\n",
    "        # multi-task model\n",
    "        try:\n",
    "            descr = kipoi.get_model_descr(model)\n",
    "            df.columns = model + \"/\" + pd.Series(descr.schema.targets.column_labels)\n",
    "        except:\n",
    "            pass\n",
    "    return df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "def logit(df):\n",
    "    if np.any(df < 0) or np.any(df > 1):\n",
    "        # values not from [0,1]\n",
    "        return df\n",
    "    df_logit = np.log(df + 1e-10/ (1-df))\n",
    "    return df_logit"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "df = pd.concat([logit(pd.concat([read_preds_tsv(m, interval_set, output_dir='output') \n",
    "                      for interval_set in interval_sets], axis=0)) \n",
    "                for m in models], axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Basset/8988T                                        -23.0259\n",
       "Basset/AoSMC                                        -23.0259\n",
       "Basset/Chorion                                      -23.0259\n",
       "                                                      ...   \n",
       "DeepBind/Homo_sapiens/TF/D00328.018_ChIP-seq_CTCF    -5.2260\n",
       "DeepBind/Homo_sapiens/TF/D00351.009_ChIP-seq_EGR1    -5.3175\n",
       "DeepBind/Homo_sapiens/TF/D00356.010_ChIP-seq_ELF1    -4.1814\n",
       "Length: 174, dtype: float64"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.min()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
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       "      <th>DeepBind/Homo_sapiens/TF/D00328.018_ChIP-seq_CTCF</th>\n",
       "      <th>DeepBind/Homo_sapiens/TF/D00351.009_ChIP-seq_EGR1</th>\n",
       "      <th>DeepBind/Homo_sapiens/TF/D00356.010_ChIP-seq_ELF1</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>metadata/ranges/chr</th>\n",
       "      <th>metadata/ranges/center</th>\n",
       "      <th>metadata/ranges/id</th>\n",
       "      <th>interval_set</th>\n",
       "      <th></th>\n",
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       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
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       "    </tr>\n",
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       "  <tbody>\n",
       "    <tr>\n",
       "      <th rowspan=\"5\" valign=\"top\">chr22</th>\n",
       "      <th>29765964</th>\n",
       "      <th>0</th>\n",
       "      <th>random</th>\n",
       "      <td>-3.5245</td>\n",
       "      <td>-4.5970</td>\n",
       "      <td>-4.4649</td>\n",
       "      <td>-5.0453</td>\n",
       "      <td>-7.0977</td>\n",
       "      <td>-4.9139</td>\n",
       "      <td>-6.5417</td>\n",
       "      <td>-4.8876</td>\n",
       "      <td>-4.4558</td>\n",
       "      <td>-6.7406</td>\n",
       "      <td>-5.4109</td>\n",
       "      <td>-5.2078</td>\n",
       "      <td>-5.2403</td>\n",
       "      <td>-4.7740</td>\n",
       "      <td>-4.1085</td>\n",
       "      <td>-4.4730</td>\n",
       "      <td>-3.9448</td>\n",
       "      <td>-4.2348</td>\n",
       "      <td>-4.3549</td>\n",
       "      <td>-5.0560</td>\n",
       "      <td>-2.8912</td>\n",
       "      <td>-3.4926</td>\n",
       "      <td>-3.3809</td>\n",
       "      <td>-4.5677</td>\n",
       "      <td>-3.6711</td>\n",
       "      <td>-3.9241</td>\n",
       "      <td>-3.4145</td>\n",
       "      <td>-4.6216</td>\n",
       "      <td>-4.8934</td>\n",
       "      <td>-2.2247</td>\n",
       "      <td>-5.3675</td>\n",
       "      <td>-4.6195</td>\n",
       "      <td>-5.1028</td>\n",
       "      <td>-4.9472</td>\n",
       "      <td>-5.1915</td>\n",
       "      <td>-5.1223</td>\n",
       "      <td>-5.4707</td>\n",
       "      <td>-4.7625</td>\n",
       "      <td>-5.7326</td>\n",
       "      <td>-5.2553</td>\n",
       "      <td>-5.0277</td>\n",
       "      <td>-5.3984</td>\n",
       "      <td>-4.6515</td>\n",
       "      <td>-5.5951</td>\n",
       "      <td>-5.2498</td>\n",
       "      <td>-4.9000</td>\n",
       "      <td>-4.7090</td>\n",
       "      <td>-5.2126</td>\n",
       "      <td>-4.6630</td>\n",
       "      <td>-4.9599</td>\n",
       "      <td>-4.7385</td>\n",
       "      <td>-6.2097</td>\n",
       "      <td>-5.9331</td>\n",
       "      <td>-5.1967</td>\n",
       "      <td>-4.5734</td>\n",
       "      <td>-4.3002</td>\n",
       "      <td>-4.2637</td>\n",
       "      <td>-2.4865</td>\n",
       "      <td>-3.8464</td>\n",
       "      <td>-3.6526</td>\n",
       "      <td>-4.5925</td>\n",
       "      <td>-5.1080</td>\n",
       "      <td>-5.7119</td>\n",
       "      <td>-5.6562</td>\n",
       "      <td>-5.4437</td>\n",
       "      <td>-5.3049</td>\n",
       "      <td>-4.9615</td>\n",
       "      <td>-4.0387</td>\n",
       "      <td>-6.1839</td>\n",
       "      <td>-3.2505</td>\n",
       "      <td>-4.2896</td>\n",
       "      <td>-4.5396</td>\n",
       "      <td>-4.9212</td>\n",
       "      <td>-5.3981</td>\n",
       "      <td>-5.4411</td>\n",
       "      <td>-3.9008</td>\n",
       "      <td>-3.2162</td>\n",
       "      <td>-5.0908</td>\n",
       "      <td>-4.4152</td>\n",
       "      <td>-4.8983</td>\n",
       "      <td>-4.9953</td>\n",
       "      <td>-4.8596</td>\n",
       "      <td>-4.0661</td>\n",
       "      <td>-2.4758</td>\n",
       "      <td>-2.3654</td>\n",
       "      <td>-3.6157</td>\n",
       "      <td>-1.6737</td>\n",
       "      <td>-4.8977</td>\n",
       "      <td>-3.7616</td>\n",
       "      <td>-3.3113</td>\n",
       "      <td>-3.1494</td>\n",
       "      <td>-3.7566</td>\n",
       "      <td>-5.8482</td>\n",
       "      <td>-4.5653</td>\n",
       "      <td>-4.1581</td>\n",
       "      <td>-3.1154</td>\n",
       "      <td>-4.8104</td>\n",
       "      <td>-3.3702</td>\n",
       "      <td>-1.6355</td>\n",
       "      <td>-5.4443</td>\n",
       "      <td>-5.6533</td>\n",
       "      <td>-4.5690</td>\n",
       "      <td>-5.1519</td>\n",
       "      <td>-4.8191</td>\n",
       "      <td>-4.6546</td>\n",
       "      <td>-5.2714</td>\n",
       "      <td>-5.1293</td>\n",
       "      <td>-6.0529</td>\n",
       "      <td>-5.1690</td>\n",
       "      <td>-2.5358</td>\n",
       "      <td>-4.9617</td>\n",
       "      <td>-4.9436</td>\n",
       "      <td>-5.1384</td>\n",
       "      <td>-5.0430</td>\n",
       "      <td>-4.9057</td>\n",
       "      <td>-5.0475</td>\n",
       "      <td>-4.3764</td>\n",
       "      <td>-4.7530</td>\n",
       "      <td>-4.4611</td>\n",
       "      <td>-3.5597</td>\n",
       "      <td>-4.1492</td>\n",
       "      <td>-4.8648</td>\n",
       "      <td>-4.9088</td>\n",
       "      <td>-4.5405</td>\n",
       "      <td>-4.5395</td>\n",
       "      <td>-5.1551</td>\n",
       "      <td>-4.6811</td>\n",
       "      <td>-5.8527</td>\n",
       "      <td>-6.3664</td>\n",
       "      <td>-5.2364</td>\n",
       "      <td>-5.2527</td>\n",
       "      <td>-4.8990</td>\n",
       "      <td>-4.8727</td>\n",
       "      <td>-4.6970</td>\n",
       "      <td>-3.6056</td>\n",
       "      <td>-5.0970</td>\n",
       "      <td>-5.7859</td>\n",
       "      <td>-5.4422</td>\n",
       "      <td>-5.2042</td>\n",
       "      <td>-5.2537</td>\n",
       "      <td>-5.6742</td>\n",
       "      <td>-5.7689</td>\n",
       "      <td>-4.4913</td>\n",
       "      <td>-5.3033</td>\n",
       "      <td>-4.9418</td>\n",
       "      <td>-5.3665</td>\n",
       "      <td>-5.8020</td>\n",
       "      <td>-5.0573</td>\n",
       "      <td>-4.3119</td>\n",
       "      <td>-5.3336</td>\n",
       "      <td>-5.1594</td>\n",
       "      <td>-5.4373</td>\n",
       "      <td>-5.1234</td>\n",
       "      <td>-5.1421</td>\n",
       "      <td>-4.5865</td>\n",
       "      <td>-4.6526</td>\n",
       "      <td>-4.7419</td>\n",
       "      <td>-4.6857</td>\n",
       "      <td>-4.8250</td>\n",
       "      <td>-5.0896</td>\n",
       "      <td>-4.3602</td>\n",
       "      <td>-4.6218</td>\n",
       "      <td>-4.9356</td>\n",
       "      <td>-4.9974</td>\n",
       "      <td>-2.9650</td>\n",
       "      <td>-0.4960</td>\n",
       "      <td>-0.8623</td>\n",
       "      <td>1.5243</td>\n",
       "      <td>-0.3773</td>\n",
       "      <td>-0.8151</td>\n",
       "      <td>-1.5904</td>\n",
       "      <td>-5.2260</td>\n",
       "      <td>-0.5084</td>\n",
       "      <td>1.2308</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31247572</th>\n",
       "      <th>1</th>\n",
       "      <th>random</th>\n",
       "      <td>-6.5152</td>\n",
       "      <td>-2.9809</td>\n",
       "      <td>-3.0507</td>\n",
       "      <td>-5.0699</td>\n",
       "      <td>-6.8025</td>\n",
       "      <td>-5.0648</td>\n",
       "      <td>-6.4449</td>\n",
       "      <td>-4.3589</td>\n",
       "      <td>-2.3734</td>\n",
       "      <td>-6.1073</td>\n",
       "      <td>-2.1095</td>\n",
       "      <td>-5.9141</td>\n",
       "      <td>-4.0998</td>\n",
       "      <td>-2.9716</td>\n",
       "      <td>-3.9952</td>\n",
       "      <td>-5.4214</td>\n",
       "      <td>-1.9297</td>\n",
       "      <td>-8.1207</td>\n",
       "      <td>-4.6405</td>\n",
       "      <td>-6.8028</td>\n",
       "      <td>-4.2490</td>\n",
       "      <td>-3.3654</td>\n",
       "      <td>-4.2633</td>\n",
       "      <td>-3.6214</td>\n",
       "      <td>-2.7098</td>\n",
       "      <td>-2.7750</td>\n",
       "      <td>-3.7066</td>\n",
       "      <td>-5.2203</td>\n",
       "      <td>-5.9402</td>\n",
       "      <td>-2.8265</td>\n",
       "      <td>-4.2296</td>\n",
       "      <td>-6.7768</td>\n",
       "      <td>-7.8014</td>\n",
       "      <td>-7.6630</td>\n",
       "      <td>-8.4201</td>\n",
       "      <td>-8.1525</td>\n",
       "      <td>-7.3589</td>\n",
       "      <td>-5.0067</td>\n",
       "      <td>-6.5629</td>\n",
       "      <td>-3.9367</td>\n",
       "      <td>-3.2038</td>\n",
       "      <td>-2.1657</td>\n",
       "      <td>-2.6302</td>\n",
       "      <td>-2.1332</td>\n",
       "      <td>-1.3795</td>\n",
       "      <td>-2.1197</td>\n",
       "      <td>-5.5105</td>\n",
       "      <td>-2.4803</td>\n",
       "      <td>-4.7292</td>\n",
       "      <td>-5.1027</td>\n",
       "      <td>-3.4556</td>\n",
       "      <td>-5.8369</td>\n",
       "      <td>-5.6962</td>\n",
       "      <td>-3.3153</td>\n",
       "      <td>-3.8663</td>\n",
       "      <td>-3.4350</td>\n",
       "      <td>-4.9424</td>\n",
       "      <td>-4.5706</td>\n",
       "      <td>-3.1536</td>\n",
       "      <td>-2.8680</td>\n",
       "      <td>-3.7890</td>\n",
       "      <td>-3.9646</td>\n",
       "      <td>-4.0047</td>\n",
       "      <td>-3.9651</td>\n",
       "      <td>-3.4211</td>\n",
       "      <td>-3.7618</td>\n",
       "      <td>-4.9861</td>\n",
       "      <td>-2.6066</td>\n",
       "      <td>-7.4383</td>\n",
       "      <td>-2.9614</td>\n",
       "      <td>-3.7098</td>\n",
       "      <td>-4.2251</td>\n",
       "      <td>-4.3638</td>\n",
       "      <td>-7.1085</td>\n",
       "      <td>-5.9680</td>\n",
       "      <td>-6.0597</td>\n",
       "      <td>-5.5421</td>\n",
       "      <td>-6.8037</td>\n",
       "      <td>-9.3483</td>\n",
       "      <td>-7.0508</td>\n",
       "      <td>-7.1025</td>\n",
       "      <td>-5.9523</td>\n",
       "      <td>-6.2596</td>\n",
       "      <td>-4.4590</td>\n",
       "      <td>-3.0739</td>\n",
       "      <td>-4.4622</td>\n",
       "      <td>-3.2533</td>\n",
       "      <td>-3.5417</td>\n",
       "      <td>-4.0137</td>\n",
       "      <td>-5.1685</td>\n",
       "      <td>-5.2926</td>\n",
       "      <td>-5.0686</td>\n",
       "      <td>-7.2290</td>\n",
       "      <td>-4.6857</td>\n",
       "      <td>-5.0976</td>\n",
       "      <td>-3.5144</td>\n",
       "      <td>-6.1134</td>\n",
       "      <td>-6.2047</td>\n",
       "      <td>-3.0670</td>\n",
       "      <td>-4.1134</td>\n",
       "      <td>-4.7109</td>\n",
       "      <td>-3.3051</td>\n",
       "      <td>-4.4366</td>\n",
       "      <td>-4.7132</td>\n",
       "      <td>-3.2433</td>\n",
       "      <td>-5.1099</td>\n",
       "      <td>-3.7526</td>\n",
       "      <td>-7.3849</td>\n",
       "      <td>-2.2011</td>\n",
       "      <td>-3.6081</td>\n",
       "      <td>-1.6058</td>\n",
       "      <td>-3.1062</td>\n",
       "      <td>-1.4324</td>\n",
       "      <td>-1.7939</td>\n",
       "      <td>-1.4121</td>\n",
       "      <td>-6.5626</td>\n",
       "      <td>-4.1064</td>\n",
       "      <td>-2.9123</td>\n",
       "      <td>-4.0492</td>\n",
       "      <td>-2.0871</td>\n",
       "      <td>-5.9965</td>\n",
       "      <td>-3.4062</td>\n",
       "      <td>-3.5005</td>\n",
       "      <td>-3.3338</td>\n",
       "      <td>-3.1414</td>\n",
       "      <td>-5.4226</td>\n",
       "      <td>-2.9962</td>\n",
       "      <td>-7.0341</td>\n",
       "      <td>-6.6086</td>\n",
       "      <td>-4.8515</td>\n",
       "      <td>-5.4053</td>\n",
       "      <td>-3.4644</td>\n",
       "      <td>-4.9348</td>\n",
       "      <td>-2.8242</td>\n",
       "      <td>-2.6084</td>\n",
       "      <td>-5.4978</td>\n",
       "      <td>-5.7863</td>\n",
       "      <td>-4.6217</td>\n",
       "      <td>-4.5450</td>\n",
       "      <td>-4.9809</td>\n",
       "      <td>-5.0674</td>\n",
       "      <td>-5.6003</td>\n",
       "      <td>-4.0407</td>\n",
       "      <td>-4.0480</td>\n",
       "      <td>-4.6031</td>\n",
       "      <td>-3.6258</td>\n",
       "      <td>-4.9056</td>\n",
       "      <td>-3.8441</td>\n",
       "      <td>-3.2856</td>\n",
       "      <td>-4.2756</td>\n",
       "      <td>-5.3599</td>\n",
       "      <td>-5.3370</td>\n",
       "      <td>-3.6828</td>\n",
       "      <td>-2.2222</td>\n",
       "      <td>-3.1551</td>\n",
       "      <td>-2.6993</td>\n",
       "      <td>-2.8989</td>\n",
       "      <td>-2.1385</td>\n",
       "      <td>-2.7974</td>\n",
       "      <td>-3.7312</td>\n",
       "      <td>-4.3750</td>\n",
       "      <td>-3.6935</td>\n",
       "      <td>-3.5969</td>\n",
       "      <td>-7.7483</td>\n",
       "      <td>-2.4337</td>\n",
       "      <td>0.2235</td>\n",
       "      <td>-0.5721</td>\n",
       "      <td>0.1647</td>\n",
       "      <td>-1.0279</td>\n",
       "      <td>-1.2806</td>\n",
       "      <td>0.2294</td>\n",
       "      <td>-5.2260</td>\n",
       "      <td>-2.0041</td>\n",
       "      <td>-0.3013</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15916363</th>\n",
       "      <th>2</th>\n",
       "      <th>random</th>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-5.4370</td>\n",
       "      <td>-3.9923</td>\n",
       "      <td>-2.0866</td>\n",
       "      <td>-1.9466</td>\n",
       "      <td>-6.0113</td>\n",
       "      <td>-5.0589</td>\n",
       "      <td>-3.7375</td>\n",
       "      <td>-5.2260</td>\n",
       "      <td>-2.5917</td>\n",
       "      <td>-4.1814</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30059280</th>\n",
       "      <th>3</th>\n",
       "      <th>random</th>\n",
       "      <td>-3.9343</td>\n",
       "      <td>-4.3501</td>\n",
       "      <td>-4.2738</td>\n",
       "      <td>-4.1000</td>\n",
       "      <td>-3.9159</td>\n",
       "      <td>-4.6041</td>\n",
       "      <td>-3.6317</td>\n",
       "      <td>-4.0402</td>\n",
       "      <td>-3.1564</td>\n",
       "      <td>-4.3717</td>\n",
       "      <td>-4.1194</td>\n",
       "      <td>-2.9778</td>\n",
       "      <td>-4.1740</td>\n",
       "      <td>-4.5800</td>\n",
       "      <td>-3.1675</td>\n",
       "      <td>-3.9582</td>\n",
       "      <td>-3.4298</td>\n",
       "      <td>-4.2435</td>\n",
       "      <td>-4.4066</td>\n",
       "      <td>-4.6529</td>\n",
       "      <td>-2.8920</td>\n",
       "      <td>-3.5342</td>\n",
       "      <td>-3.2413</td>\n",
       "      <td>-4.2093</td>\n",
       "      <td>-3.5294</td>\n",
       "      <td>-2.7963</td>\n",
       "      <td>-2.7565</td>\n",
       "      <td>-3.1292</td>\n",
       "      <td>-3.5197</td>\n",
       "      <td>-2.6144</td>\n",
       "      <td>-4.1569</td>\n",
       "      <td>-3.8999</td>\n",
       "      <td>-4.4053</td>\n",
       "      <td>-4.2747</td>\n",
       "      <td>-4.5145</td>\n",
       "      <td>-4.8593</td>\n",
       "      <td>-4.4951</td>\n",
       "      <td>-3.3686</td>\n",
       "      <td>-3.6322</td>\n",
       "      <td>-3.9056</td>\n",
       "      <td>-3.5901</td>\n",
       "      <td>-3.7581</td>\n",
       "      <td>-4.6471</td>\n",
       "      <td>-4.0226</td>\n",
       "      <td>-3.5481</td>\n",
       "      <td>-3.9705</td>\n",
       "      <td>-4.7816</td>\n",
       "      <td>-4.0973</td>\n",
       "      <td>-3.7207</td>\n",
       "      <td>-3.9076</td>\n",
       "      <td>-3.0544</td>\n",
       "      <td>-3.2374</td>\n",
       "      <td>-3.8717</td>\n",
       "      <td>-3.4505</td>\n",
       "      <td>-1.5322</td>\n",
       "      <td>-1.2031</td>\n",
       "      <td>-4.1491</td>\n",
       "      <td>-3.1656</td>\n",
       "      <td>-3.2066</td>\n",
       "      <td>-3.0628</td>\n",
       "      <td>-2.4345</td>\n",
       "      <td>-3.3132</td>\n",
       "      <td>-3.7850</td>\n",
       "      <td>-3.6497</td>\n",
       "      <td>-3.7079</td>\n",
       "      <td>-4.1498</td>\n",
       "      <td>-3.6984</td>\n",
       "      <td>-2.6021</td>\n",
       "      <td>-4.8107</td>\n",
       "      <td>-3.9430</td>\n",
       "      <td>-3.0214</td>\n",
       "      <td>-3.0529</td>\n",
       "      <td>-4.5502</td>\n",
       "      <td>-5.4903</td>\n",
       "      <td>-5.0212</td>\n",
       "      <td>-3.8037</td>\n",
       "      <td>-3.6008</td>\n",
       "      <td>-4.6086</td>\n",
       "      <td>-5.0222</td>\n",
       "      <td>-4.6435</td>\n",
       "      <td>-4.7096</td>\n",
       "      <td>-3.6762</td>\n",
       "      <td>-3.5979</td>\n",
       "      <td>-2.7602</td>\n",
       "      <td>-2.3369</td>\n",
       "      <td>-4.0774</td>\n",
       "      <td>-2.2737</td>\n",
       "      <td>-4.4388</td>\n",
       "      <td>-3.9440</td>\n",
       "      <td>-3.4240</td>\n",
       "      <td>-3.0128</td>\n",
       "      <td>-3.9496</td>\n",
       "      <td>-4.8529</td>\n",
       "      <td>-4.5139</td>\n",
       "      <td>-3.4229</td>\n",
       "      <td>-3.2033</td>\n",
       "      <td>-4.9729</td>\n",
       "      <td>-4.0745</td>\n",
       "      <td>-2.2105</td>\n",
       "      <td>-4.3591</td>\n",
       "      <td>-4.4705</td>\n",
       "      <td>-4.1615</td>\n",
       "      <td>-4.7409</td>\n",
       "      <td>-4.4433</td>\n",
       "      <td>-4.3805</td>\n",
       "      <td>-2.7730</td>\n",
       "      <td>-4.4020</td>\n",
       "      <td>-5.9656</td>\n",
       "      <td>-4.1455</td>\n",
       "      <td>-2.9649</td>\n",
       "      <td>-3.6836</td>\n",
       "      <td>-3.4472</td>\n",
       "      <td>-4.5503</td>\n",
       "      <td>-3.5141</td>\n",
       "      <td>-3.5989</td>\n",
       "      <td>-3.7638</td>\n",
       "      <td>-4.4573</td>\n",
       "      <td>-3.8671</td>\n",
       "      <td>-4.0276</td>\n",
       "      <td>-3.5272</td>\n",
       "      <td>-4.6029</td>\n",
       "      <td>-4.2042</td>\n",
       "      <td>-4.3345</td>\n",
       "      <td>-4.2618</td>\n",
       "      <td>-4.1681</td>\n",
       "      <td>-4.5868</td>\n",
       "      <td>-3.9356</td>\n",
       "      <td>-5.0720</td>\n",
       "      <td>-3.5885</td>\n",
       "      <td>-4.0017</td>\n",
       "      <td>-3.1717</td>\n",
       "      <td>-4.7296</td>\n",
       "      <td>-4.7394</td>\n",
       "      <td>-3.9228</td>\n",
       "      <td>-3.6160</td>\n",
       "      <td>-4.5999</td>\n",
       "      <td>-5.0091</td>\n",
       "      <td>-4.5997</td>\n",
       "      <td>-4.2752</td>\n",
       "      <td>-4.6365</td>\n",
       "      <td>-4.6434</td>\n",
       "      <td>-4.7792</td>\n",
       "      <td>-4.5630</td>\n",
       "      <td>-4.3051</td>\n",
       "      <td>-4.2107</td>\n",
       "      <td>-4.2408</td>\n",
       "      <td>-4.7696</td>\n",
       "      <td>-4.5278</td>\n",
       "      <td>-4.1517</td>\n",
       "      <td>-4.4771</td>\n",
       "      <td>-4.8013</td>\n",
       "      <td>-4.6594</td>\n",
       "      <td>-4.3833</td>\n",
       "      <td>-4.6422</td>\n",
       "      <td>-3.8467</td>\n",
       "      <td>-3.8195</td>\n",
       "      <td>-2.8342</td>\n",
       "      <td>-4.3553</td>\n",
       "      <td>-4.3992</td>\n",
       "      <td>-4.3612</td>\n",
       "      <td>-3.4473</td>\n",
       "      <td>-3.5837</td>\n",
       "      <td>-4.2339</td>\n",
       "      <td>-4.5997</td>\n",
       "      <td>-2.9409</td>\n",
       "      <td>-1.6887</td>\n",
       "      <td>-1.2967</td>\n",
       "      <td>-0.0343</td>\n",
       "      <td>-2.3658</td>\n",
       "      <td>-2.2324</td>\n",
       "      <td>-1.9721</td>\n",
       "      <td>-4.5785</td>\n",
       "      <td>-2.9836</td>\n",
       "      <td>-2.4030</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25383393</th>\n",
       "      <th>4</th>\n",
       "      <th>random</th>\n",
       "      <td>-5.3061</td>\n",
       "      <td>-9.8829</td>\n",
       "      <td>-5.5929</td>\n",
       "      <td>-4.9490</td>\n",
       "      <td>-5.6309</td>\n",
       "      <td>-4.3446</td>\n",
       "      <td>-5.3146</td>\n",
       "      <td>-8.7057</td>\n",
       "      <td>-7.4049</td>\n",
       "      <td>-7.4556</td>\n",
       "      <td>-4.7268</td>\n",
       "      <td>-3.1893</td>\n",
       "      <td>-7.9581</td>\n",
       "      <td>-5.8365</td>\n",
       "      <td>-5.3695</td>\n",
       "      <td>-5.1630</td>\n",
       "      <td>-2.9375</td>\n",
       "      <td>-4.8213</td>\n",
       "      <td>-4.9960</td>\n",
       "      <td>-5.6974</td>\n",
       "      <td>-3.9683</td>\n",
       "      <td>-6.4912</td>\n",
       "      <td>-5.4759</td>\n",
       "      <td>-6.2677</td>\n",
       "      <td>-5.2830</td>\n",
       "      <td>-3.6381</td>\n",
       "      <td>-5.1816</td>\n",
       "      <td>-5.2936</td>\n",
       "      <td>-4.5778</td>\n",
       "      <td>-3.2259</td>\n",
       "      <td>-7.6925</td>\n",
       "      <td>-5.0667</td>\n",
       "      <td>-4.9516</td>\n",
       "      <td>-4.7130</td>\n",
       "      <td>-4.6974</td>\n",
       "      <td>-7.1837</td>\n",
       "      <td>-7.0202</td>\n",
       "      <td>-4.5878</td>\n",
       "      <td>-6.2665</td>\n",
       "      <td>-7.2077</td>\n",
       "      <td>-4.1165</td>\n",
       "      <td>-3.6410</td>\n",
       "      <td>-4.2118</td>\n",
       "      <td>-5.4990</td>\n",
       "      <td>-5.0639</td>\n",
       "      <td>-3.8103</td>\n",
       "      <td>-6.5922</td>\n",
       "      <td>-4.4362</td>\n",
       "      <td>-7.0004</td>\n",
       "      <td>-6.8689</td>\n",
       "      <td>-7.1552</td>\n",
       "      <td>-5.3831</td>\n",
       "      <td>-5.8720</td>\n",
       "      <td>-4.9648</td>\n",
       "      <td>-8.0266</td>\n",
       "      <td>-7.8603</td>\n",
       "      <td>-4.4313</td>\n",
       "      <td>-5.1845</td>\n",
       "      <td>-7.7913</td>\n",
       "      <td>-8.1123</td>\n",
       "      <td>-6.1465</td>\n",
       "      <td>-6.3328</td>\n",
       "      <td>-6.0057</td>\n",
       "      <td>-5.4825</td>\n",
       "      <td>-3.5971</td>\n",
       "      <td>-5.7387</td>\n",
       "      <td>-5.5831</td>\n",
       "      <td>-6.6521</td>\n",
       "      <td>-7.1264</td>\n",
       "      <td>-6.1270</td>\n",
       "      <td>-4.4873</td>\n",
       "      <td>-3.1629</td>\n",
       "      <td>-6.3572</td>\n",
       "      <td>-8.4039</td>\n",
       "      <td>-8.1532</td>\n",
       "      <td>-5.4531</td>\n",
       "      <td>-5.0903</td>\n",
       "      <td>-6.4310</td>\n",
       "      <td>-6.2685</td>\n",
       "      <td>-6.0785</td>\n",
       "      <td>-6.2790</td>\n",
       "      <td>-7.1117</td>\n",
       "      <td>-5.5881</td>\n",
       "      <td>-3.6487</td>\n",
       "      <td>-5.1322</td>\n",
       "      <td>-6.8418</td>\n",
       "      <td>-3.4534</td>\n",
       "      <td>-5.4448</td>\n",
       "      <td>-6.8924</td>\n",
       "      <td>-5.5104</td>\n",
       "      <td>-4.5171</td>\n",
       "      <td>-6.8983</td>\n",
       "      <td>-6.9972</td>\n",
       "      <td>-8.3509</td>\n",
       "      <td>-6.7900</td>\n",
       "      <td>-4.3299</td>\n",
       "      <td>-6.1413</td>\n",
       "      <td>-5.4115</td>\n",
       "      <td>-3.4841</td>\n",
       "      <td>-9.3761</td>\n",
       "      <td>-8.8954</td>\n",
       "      <td>-8.4846</td>\n",
       "      <td>-9.0340</td>\n",
       "      <td>-8.6245</td>\n",
       "      <td>-8.5602</td>\n",
       "      <td>-6.2256</td>\n",
       "      <td>-8.9235</td>\n",
       "      <td>-5.0074</td>\n",
       "      <td>-3.9517</td>\n",
       "      <td>-5.2407</td>\n",
       "      <td>-4.8043</td>\n",
       "      <td>-4.2565</td>\n",
       "      <td>-2.8568</td>\n",
       "      <td>-2.6848</td>\n",
       "      <td>-3.0384</td>\n",
       "      <td>-4.2036</td>\n",
       "      <td>-8.5583</td>\n",
       "      <td>-6.3983</td>\n",
       "      <td>-8.4360</td>\n",
       "      <td>-7.3650</td>\n",
       "      <td>-6.0227</td>\n",
       "      <td>-7.4050</td>\n",
       "      <td>-8.6042</td>\n",
       "      <td>-7.1033</td>\n",
       "      <td>-7.9818</td>\n",
       "      <td>-7.8452</td>\n",
       "      <td>-7.2306</td>\n",
       "      <td>-3.8894</td>\n",
       "      <td>-5.0085</td>\n",
       "      <td>-7.9968</td>\n",
       "      <td>-6.3301</td>\n",
       "      <td>-5.8474</td>\n",
       "      <td>-8.4661</td>\n",
       "      <td>-6.5425</td>\n",
       "      <td>-2.4210</td>\n",
       "      <td>-7.2734</td>\n",
       "      <td>-6.5889</td>\n",
       "      <td>-5.9366</td>\n",
       "      <td>-5.8592</td>\n",
       "      <td>-6.5869</td>\n",
       "      <td>-6.2503</td>\n",
       "      <td>-6.6406</td>\n",
       "      <td>-5.8283</td>\n",
       "      <td>-6.0231</td>\n",
       "      <td>-6.4117</td>\n",
       "      <td>-7.5802</td>\n",
       "      <td>-6.2862</td>\n",
       "      <td>-7.7526</td>\n",
       "      <td>-9.0352</td>\n",
       "      <td>-8.6050</td>\n",
       "      <td>-5.0976</td>\n",
       "      <td>-5.3941</td>\n",
       "      <td>-6.3780</td>\n",
       "      <td>-5.2101</td>\n",
       "      <td>-5.2120</td>\n",
       "      <td>-7.2404</td>\n",
       "      <td>-3.6124</td>\n",
       "      <td>-3.7953</td>\n",
       "      <td>-4.7154</td>\n",
       "      <td>-8.3491</td>\n",
       "      <td>-7.2468</td>\n",
       "      <td>-8.7776</td>\n",
       "      <td>-8.0922</td>\n",
       "      <td>-5.3022</td>\n",
       "      <td>0.5416</td>\n",
       "      <td>-1.4941</td>\n",
       "      <td>-0.5571</td>\n",
       "      <td>-0.6616</td>\n",
       "      <td>-0.8191</td>\n",
       "      <td>0.1469</td>\n",
       "      <td>-0.0918</td>\n",
       "      <td>-5.2260</td>\n",
       "      <td>1.3791</td>\n",
       "      <td>-0.7971</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                                            Basset/8988T  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                 \n",
       "chr22               29765964               0                  random             -3.5245   \n",
       "                    31247572               1                  random             -6.5152   \n",
       "                    15916363               2                  random            -23.0259   \n",
       "                    30059280               3                  random             -3.9343   \n",
       "                    25383393               4                  random             -5.3061   \n",
       "\n",
       "                                                                            Basset/AoSMC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                 \n",
       "chr22               29765964               0                  random             -4.5970   \n",
       "                    31247572               1                  random             -2.9809   \n",
       "                    15916363               2                  random            -23.0259   \n",
       "                    30059280               3                  random             -4.3501   \n",
       "                    25383393               4                  random             -9.8829   \n",
       "\n",
       "                                                                            Basset/Chorion  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -4.4649   \n",
       "                    31247572               1                  random               -3.0507   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -4.2738   \n",
       "                    25383393               4                  random               -5.5929   \n",
       "\n",
       "                                                                            Basset/CLL  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set               \n",
       "chr22               29765964               0                  random           -5.0453   \n",
       "                    31247572               1                  random           -5.0699   \n",
       "                    15916363               2                  random          -23.0259   \n",
       "                    30059280               3                  random           -4.1000   \n",
       "                    25383393               4                  random           -4.9490   \n",
       "\n",
       "                                                                            Basset/Fibrobl  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -7.0977   \n",
       "                    31247572               1                  random               -6.8025   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -3.9159   \n",
       "                    25383393               4                  random               -5.6309   \n",
       "\n",
       "                                                                            Basset/FibroP  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                  \n",
       "chr22               29765964               0                  random              -4.9139   \n",
       "                    31247572               1                  random              -5.0648   \n",
       "                    15916363               2                  random             -23.0259   \n",
       "                    30059280               3                  random              -4.6041   \n",
       "                    25383393               4                  random              -4.3446   \n",
       "\n",
       "                                                                            Basset/Gliobla  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -6.5417   \n",
       "                    31247572               1                  random               -6.4449   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -3.6317   \n",
       "                    25383393               4                  random               -5.3146   \n",
       "\n",
       "                                                                            Basset/GM12891  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -4.8876   \n",
       "                    31247572               1                  random               -4.3589   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -4.0402   \n",
       "                    25383393               4                  random               -8.7057   \n",
       "\n",
       "                                                                            Basset/GM12892  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -4.4558   \n",
       "                    31247572               1                  random               -2.3734   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -3.1564   \n",
       "                    25383393               4                  random               -7.4049   \n",
       "\n",
       "                                                                            Basset/GM18507  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -6.7406   \n",
       "                    31247572               1                  random               -6.1073   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -4.3717   \n",
       "                    25383393               4                  random               -7.4556   \n",
       "\n",
       "                                                                            Basset/GM19238  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -5.4109   \n",
       "                    31247572               1                  random               -2.1095   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -4.1194   \n",
       "                    25383393               4                  random               -4.7268   \n",
       "\n",
       "                                                                            Basset/GM19239  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -5.2078   \n",
       "                    31247572               1                  random               -5.9141   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -2.9778   \n",
       "                    25383393               4                  random               -3.1893   \n",
       "\n",
       "                                                                            Basset/GM19240  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -5.2403   \n",
       "                    31247572               1                  random               -4.0998   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -4.1740   \n",
       "                    25383393               4                  random               -7.9581   \n",
       "\n",
       "                                                                            Basset/H9ES  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                \n",
       "chr22               29765964               0                  random            -4.7740   \n",
       "                    31247572               1                  random            -2.9716   \n",
       "                    15916363               2                  random           -23.0259   \n",
       "                    30059280               3                  random            -4.5800   \n",
       "                    25383393               4                  random            -5.8365   \n",
       "\n",
       "                                                                            Basset/HeLa-S3_IFNa4h  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                          \n",
       "chr22               29765964               0                  random                      -4.1085   \n",
       "                    31247572               1                  random                      -3.9952   \n",
       "                    15916363               2                  random                     -23.0259   \n",
       "                    30059280               3                  random                      -3.1675   \n",
       "                    25383393               4                  random                      -5.3695   \n",
       "\n",
       "                                                                            Basset/Hepatocytes  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                       \n",
       "chr22               29765964               0                  random                   -4.4730   \n",
       "                    31247572               1                  random                   -5.4214   \n",
       "                    15916363               2                  random                  -23.0259   \n",
       "                    30059280               3                  random                   -3.9582   \n",
       "                    25383393               4                  random                   -5.1630   \n",
       "\n",
       "                                                                            Basset/HPDE6-E6E7  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                      \n",
       "chr22               29765964               0                  random                  -3.9448   \n",
       "                    31247572               1                  random                  -1.9297   \n",
       "                    15916363               2                  random                 -23.0259   \n",
       "                    30059280               3                  random                  -3.4298   \n",
       "                    25383393               4                  random                  -2.9375   \n",
       "\n",
       "                                                                            Basset/HSMM_emb  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                    \n",
       "chr22               29765964               0                  random                -4.2348   \n",
       "                    31247572               1                  random                -8.1207   \n",
       "                    15916363               2                  random               -23.0259   \n",
       "                    30059280               3                  random                -4.2435   \n",
       "                    25383393               4                  random                -4.8213   \n",
       "\n",
       "                                                                            Basset/HTR8svn  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -4.3549   \n",
       "                    31247572               1                  random               -4.6405   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -4.4066   \n",
       "                    25383393               4                  random               -4.9960   \n",
       "\n",
       "                                                                            Basset/Huh-7_5  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -5.0560   \n",
       "                    31247572               1                  random               -6.8028   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -4.6529   \n",
       "                    25383393               4                  random               -5.6974   \n",
       "\n",
       "                                                                            Basset/Huh-7  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                 \n",
       "chr22               29765964               0                  random             -2.8912   \n",
       "                    31247572               1                  random             -4.2490   \n",
       "                    15916363               2                  random            -23.0259   \n",
       "                    30059280               3                  random             -2.8920   \n",
       "                    25383393               4                  random             -3.9683   \n",
       "\n",
       "                                                                            Basset/iPS  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set               \n",
       "chr22               29765964               0                  random           -3.4926   \n",
       "                    31247572               1                  random           -3.3654   \n",
       "                    15916363               2                  random          -23.0259   \n",
       "                    30059280               3                  random           -3.5342   \n",
       "                    25383393               4                  random           -6.4912   \n",
       "\n",
       "                                                                            Basset/Ishikawa_Estradiol  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                              \n",
       "chr22               29765964               0                  random                         -3.3809    \n",
       "                    31247572               1                  random                         -4.2633    \n",
       "                    15916363               2                  random                        -23.0259    \n",
       "                    30059280               3                  random                         -3.2413    \n",
       "                    25383393               4                  random                         -5.4759    \n",
       "\n",
       "                                                                            Basset/Ishikawa_4OHTAM  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                           \n",
       "chr22               29765964               0                  random                       -4.5677   \n",
       "                    31247572               1                  random                       -3.6214   \n",
       "                    15916363               2                  random                      -23.0259   \n",
       "                    30059280               3                  random                       -4.2093   \n",
       "                    25383393               4                  random                       -6.2677   \n",
       "\n",
       "                                                                            Basset/LNCaP_androgen  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                          \n",
       "chr22               29765964               0                  random                      -3.6711   \n",
       "                    31247572               1                  random                      -2.7098   \n",
       "                    15916363               2                  random                     -23.0259   \n",
       "                    30059280               3                  random                      -3.5294   \n",
       "                    25383393               4                  random                      -5.2830   \n",
       "\n",
       "                                                                            Basset/MCF-7_Hypoxia  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                         \n",
       "chr22               29765964               0                  random                     -3.9241   \n",
       "                    31247572               1                  random                     -2.7750   \n",
       "                    15916363               2                  random                    -23.0259   \n",
       "                    30059280               3                  random                     -2.7963   \n",
       "                    25383393               4                  random                     -3.6381   \n",
       "\n",
       "                                                                            Basset/Medullo  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -3.4145   \n",
       "                    31247572               1                  random               -3.7066   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -2.7565   \n",
       "                    25383393               4                  random               -5.1816   \n",
       "\n",
       "                                                                            Basset/Melano  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                  \n",
       "chr22               29765964               0                  random              -4.6216   \n",
       "                    31247572               1                  random              -5.2203   \n",
       "                    15916363               2                  random             -23.0259   \n",
       "                    30059280               3                  random              -3.1292   \n",
       "                    25383393               4                  random              -5.2936   \n",
       "\n",
       "                                                                            Basset/Myometr  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -4.8934   \n",
       "                    31247572               1                  random               -5.9402   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -3.5197   \n",
       "                    25383393               4                  random               -4.5778   \n",
       "\n",
       "                                                                            Basset/Osteobl  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -2.2247   \n",
       "                    31247572               1                  random               -2.8265   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -2.6144   \n",
       "                    25383393               4                  random               -3.2259   \n",
       "\n",
       "                                                                            Basset/PanIsletD  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                     \n",
       "chr22               29765964               0                  random                 -5.3675   \n",
       "                    31247572               1                  random                 -4.2296   \n",
       "                    15916363               2                  random                -23.0259   \n",
       "                    30059280               3                  random                 -4.1569   \n",
       "                    25383393               4                  random                 -7.6925   \n",
       "\n",
       "                                                                            Basset/PanIslets  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                     \n",
       "chr22               29765964               0                  random                 -4.6195   \n",
       "                    31247572               1                  random                 -6.7768   \n",
       "                    15916363               2                  random                -23.0259   \n",
       "                    30059280               3                  random                 -3.8999   \n",
       "                    25383393               4                  random                 -5.0667   \n",
       "\n",
       "                                                                            Basset/pHTE  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                \n",
       "chr22               29765964               0                  random            -5.1028   \n",
       "                    31247572               1                  random            -7.8014   \n",
       "                    15916363               2                  random           -23.0259   \n",
       "                    30059280               3                  random            -4.4053   \n",
       "                    25383393               4                  random            -4.9516   \n",
       "\n",
       "                                                                            Basset/ProgFib  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -4.9472   \n",
       "                    31247572               1                  random               -7.6630   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -4.2747   \n",
       "                    25383393               4                  random               -4.7130   \n",
       "\n",
       "                                                                            Basset/RWPE1  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                 \n",
       "chr22               29765964               0                  random             -5.1915   \n",
       "                    31247572               1                  random             -8.4201   \n",
       "                    15916363               2                  random            -23.0259   \n",
       "                    30059280               3                  random             -4.5145   \n",
       "                    25383393               4                  random             -4.6974   \n",
       "\n",
       "                                                                            Basset/Stellate  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                    \n",
       "chr22               29765964               0                  random                -5.1223   \n",
       "                    31247572               1                  random                -8.1525   \n",
       "                    15916363               2                  random               -23.0259   \n",
       "                    30059280               3                  random                -4.8593   \n",
       "                    25383393               4                  random                -7.1837   \n",
       "\n",
       "                                                                            Basset/T-47D  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                 \n",
       "chr22               29765964               0                  random             -5.4707   \n",
       "                    31247572               1                  random             -7.3589   \n",
       "                    15916363               2                  random            -23.0259   \n",
       "                    30059280               3                  random             -4.4951   \n",
       "                    25383393               4                  random             -7.0202   \n",
       "\n",
       "                                                                            Basset/CD4_Th0  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -4.7625   \n",
       "                    31247572               1                  random               -5.0067   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -3.3686   \n",
       "                    25383393               4                  random               -4.5878   \n",
       "\n",
       "                                                                            Basset/Urothelia  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                     \n",
       "chr22               29765964               0                  random                 -5.7326   \n",
       "                    31247572               1                  random                 -6.5629   \n",
       "                    15916363               2                  random                -23.0259   \n",
       "                    30059280               3                  random                 -3.6322   \n",
       "                    25383393               4                  random                 -6.2665   \n",
       "\n",
       "                                                                            Basset/Urothelia_UT189  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                           \n",
       "chr22               29765964               0                  random                       -5.2553   \n",
       "                    31247572               1                  random                       -3.9367   \n",
       "                    15916363               2                  random                      -23.0259   \n",
       "                    30059280               3                  random                       -3.9056   \n",
       "                    25383393               4                  random                       -7.2077   \n",
       "\n",
       "                                                                            Basset/AG04449  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -5.0277   \n",
       "                    31247572               1                  random               -3.2038   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -3.5901   \n",
       "                    25383393               4                  random               -4.1165   \n",
       "\n",
       "                                                                            Basset/AG04450  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -5.3984   \n",
       "                    31247572               1                  random               -2.1657   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -3.7581   \n",
       "                    25383393               4                  random               -3.6410   \n",
       "\n",
       "                                                                            Basset/AG09309  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -4.6515   \n",
       "                    31247572               1                  random               -2.6302   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -4.6471   \n",
       "                    25383393               4                  random               -4.2118   \n",
       "\n",
       "                                                                            Basset/AG09319  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -5.5951   \n",
       "                    31247572               1                  random               -2.1332   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -4.0226   \n",
       "                    25383393               4                  random               -5.4990   \n",
       "\n",
       "                                                                            Basset/AG10803  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -5.2498   \n",
       "                    31247572               1                  random               -1.3795   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -3.5481   \n",
       "                    25383393               4                  random               -5.0639   \n",
       "\n",
       "                                                                            Basset/AoAF  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                \n",
       "chr22               29765964               0                  random            -4.9000   \n",
       "                    31247572               1                  random            -2.1197   \n",
       "                    15916363               2                  random           -23.0259   \n",
       "                    30059280               3                  random            -3.9705   \n",
       "                    25383393               4                  random            -3.8103   \n",
       "\n",
       "                                                                            Basset/BE2_C  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                 \n",
       "chr22               29765964               0                  random             -4.7090   \n",
       "                    31247572               1                  random             -5.5105   \n",
       "                    15916363               2                  random            -23.0259   \n",
       "                    30059280               3                  random             -4.7816   \n",
       "                    25383393               4                  random             -6.5922   \n",
       "\n",
       "                                                                            Basset/BJ  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set              \n",
       "chr22               29765964               0                  random          -5.2126   \n",
       "                    31247572               1                  random          -2.4803   \n",
       "                    15916363               2                  random         -23.0259   \n",
       "                    30059280               3                  random          -4.0973   \n",
       "                    25383393               4                  random          -4.4362   \n",
       "\n",
       "                                                                            Basset/Caco-2  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                  \n",
       "chr22               29765964               0                  random              -4.6630   \n",
       "                    31247572               1                  random              -4.7292   \n",
       "                    15916363               2                  random             -23.0259   \n",
       "                    30059280               3                  random              -3.7207   \n",
       "                    25383393               4                  random              -7.0004   \n",
       "\n",
       "                                                                            Basset/CD20+  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                 \n",
       "chr22               29765964               0                  random             -4.9599   \n",
       "                    31247572               1                  random             -5.1027   \n",
       "                    15916363               2                  random            -23.0259   \n",
       "                    30059280               3                  random             -3.9076   \n",
       "                    25383393               4                  random             -6.8689   \n",
       "\n",
       "                                                                            Basset/CD34+  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                 \n",
       "chr22               29765964               0                  random             -4.7385   \n",
       "                    31247572               1                  random             -3.4556   \n",
       "                    15916363               2                  random            -23.0259   \n",
       "                    30059280               3                  random             -3.0544   \n",
       "                    25383393               4                  random             -7.1552   \n",
       "\n",
       "                                                                            Basset/CMK  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set               \n",
       "chr22               29765964               0                  random           -6.2097   \n",
       "                    31247572               1                  random           -5.8369   \n",
       "                    15916363               2                  random          -23.0259   \n",
       "                    30059280               3                  random           -3.2374   \n",
       "                    25383393               4                  random           -5.3831   \n",
       "\n",
       "                                                                            Basset/GM06990  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -5.9331   \n",
       "                    31247572               1                  random               -5.6962   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -3.8717   \n",
       "                    25383393               4                  random               -5.8720   \n",
       "\n",
       "                                                                            Basset/GM12864  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -5.1967   \n",
       "                    31247572               1                  random               -3.3153   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -3.4505   \n",
       "                    25383393               4                  random               -4.9648   \n",
       "\n",
       "                                                                            Basset/GM12865  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -4.5734   \n",
       "                    31247572               1                  random               -3.8663   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -1.5322   \n",
       "                    25383393               4                  random               -8.0266   \n",
       "\n",
       "                                                                            Basset/H7-hESC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -4.3002   \n",
       "                    31247572               1                  random               -3.4350   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -1.2031   \n",
       "                    25383393               4                  random               -7.8603   \n",
       "\n",
       "                                                                            Basset/HAc  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set               \n",
       "chr22               29765964               0                  random           -4.2637   \n",
       "                    31247572               1                  random           -4.9424   \n",
       "                    15916363               2                  random          -23.0259   \n",
       "                    30059280               3                  random           -4.1491   \n",
       "                    25383393               4                  random           -4.4313   \n",
       "\n",
       "                                                                            Basset/HAEpiC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                  \n",
       "chr22               29765964               0                  random              -2.4865   \n",
       "                    31247572               1                  random              -4.5706   \n",
       "                    15916363               2                  random             -23.0259   \n",
       "                    30059280               3                  random              -3.1656   \n",
       "                    25383393               4                  random              -5.1845   \n",
       "\n",
       "                                                                            Basset/HA-h  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                \n",
       "chr22               29765964               0                  random            -3.8464   \n",
       "                    31247572               1                  random            -3.1536   \n",
       "                    15916363               2                  random           -23.0259   \n",
       "                    30059280               3                  random            -3.2066   \n",
       "                    25383393               4                  random            -7.7913   \n",
       "\n",
       "                                                                            Basset/HA-sp  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                 \n",
       "chr22               29765964               0                  random             -3.6526   \n",
       "                    31247572               1                  random             -2.8680   \n",
       "                    15916363               2                  random            -23.0259   \n",
       "                    30059280               3                  random             -3.0628   \n",
       "                    25383393               4                  random             -8.1123   \n",
       "\n",
       "                                                                            Basset/HBMEC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                 \n",
       "chr22               29765964               0                  random             -4.5925   \n",
       "                    31247572               1                  random             -3.7890   \n",
       "                    15916363               2                  random            -23.0259   \n",
       "                    30059280               3                  random             -2.4345   \n",
       "                    25383393               4                  random             -6.1465   \n",
       "\n",
       "                                                                            Basset/HCF  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set               \n",
       "chr22               29765964               0                  random           -5.1080   \n",
       "                    31247572               1                  random           -3.9646   \n",
       "                    15916363               2                  random          -23.0259   \n",
       "                    30059280               3                  random           -3.3132   \n",
       "                    25383393               4                  random           -6.3328   \n",
       "\n",
       "                                                                            Basset/HCFaa  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                 \n",
       "chr22               29765964               0                  random             -5.7119   \n",
       "                    31247572               1                  random             -4.0047   \n",
       "                    15916363               2                  random            -23.0259   \n",
       "                    30059280               3                  random             -3.7850   \n",
       "                    25383393               4                  random             -6.0057   \n",
       "\n",
       "                                                                            Basset/HCM  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set               \n",
       "chr22               29765964               0                  random           -5.6562   \n",
       "                    31247572               1                  random           -3.9651   \n",
       "                    15916363               2                  random          -23.0259   \n",
       "                    30059280               3                  random           -3.6497   \n",
       "                    25383393               4                  random           -5.4825   \n",
       "\n",
       "                                                                            Basset/HConF  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                 \n",
       "chr22               29765964               0                  random             -5.4437   \n",
       "                    31247572               1                  random             -3.4211   \n",
       "                    15916363               2                  random            -23.0259   \n",
       "                    30059280               3                  random             -3.7079   \n",
       "                    25383393               4                  random             -3.5971   \n",
       "\n",
       "                                                                            Basset/HCPEpiC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -5.3049   \n",
       "                    31247572               1                  random               -3.7618   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -4.1498   \n",
       "                    25383393               4                  random               -5.7387   \n",
       "\n",
       "                                                                            Basset/HCT-116  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -4.9615   \n",
       "                    31247572               1                  random               -4.9861   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -3.6984   \n",
       "                    25383393               4                  random               -5.5831   \n",
       "\n",
       "                                                                            Basset/HEEpiC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                  \n",
       "chr22               29765964               0                  random              -4.0387   \n",
       "                    31247572               1                  random              -2.6066   \n",
       "                    15916363               2                  random             -23.0259   \n",
       "                    30059280               3                  random              -2.6021   \n",
       "                    25383393               4                  random              -6.6521   \n",
       "\n",
       "                                                                            Basset/HFF  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set               \n",
       "chr22               29765964               0                  random           -6.1839   \n",
       "                    31247572               1                  random           -7.4383   \n",
       "                    15916363               2                  random          -23.0259   \n",
       "                    30059280               3                  random           -4.8107   \n",
       "                    25383393               4                  random           -7.1264   \n",
       "\n",
       "                                                                            Basset/HFF-Myc  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -3.2505   \n",
       "                    31247572               1                  random               -2.9614   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -3.9430   \n",
       "                    25383393               4                  random               -6.1270   \n",
       "\n",
       "                                                                            Basset/HGF  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set               \n",
       "chr22               29765964               0                  random           -4.2896   \n",
       "                    31247572               1                  random           -3.7098   \n",
       "                    15916363               2                  random          -23.0259   \n",
       "                    30059280               3                  random           -3.0214   \n",
       "                    25383393               4                  random           -4.4873   \n",
       "\n",
       "                                                                            Basset/HIPEpiC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -4.5396   \n",
       "                    31247572               1                  random               -4.2251   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -3.0529   \n",
       "                    25383393               4                  random               -3.1629   \n",
       "\n",
       "                                                                            Basset/HL-60  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                 \n",
       "chr22               29765964               0                  random             -4.9212   \n",
       "                    31247572               1                  random             -4.3638   \n",
       "                    15916363               2                  random            -23.0259   \n",
       "                    30059280               3                  random             -4.5502   \n",
       "                    25383393               4                  random             -6.3572   \n",
       "\n",
       "                                                                            Basset/HMF  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set               \n",
       "chr22               29765964               0                  random           -5.3981   \n",
       "                    31247572               1                  random           -7.1085   \n",
       "                    15916363               2                  random          -23.0259   \n",
       "                    30059280               3                  random           -5.4903   \n",
       "                    25383393               4                  random           -8.4039   \n",
       "\n",
       "                                                                            Basset/HMVEC-dAd  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                     \n",
       "chr22               29765964               0                  random                 -5.4411   \n",
       "                    31247572               1                  random                 -5.9680   \n",
       "                    15916363               2                  random                -23.0259   \n",
       "                    30059280               3                  random                 -5.0212   \n",
       "                    25383393               4                  random                 -8.1532   \n",
       "\n",
       "                                                                            Basset/HMVEC-dBl-Ad  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                        \n",
       "chr22               29765964               0                  random                    -3.9008   \n",
       "                    31247572               1                  random                    -6.0597   \n",
       "                    15916363               2                  random                   -23.0259   \n",
       "                    30059280               3                  random                    -3.8037   \n",
       "                    25383393               4                  random                    -5.4531   \n",
       "\n",
       "                                                                            Basset/HMVEC-dBl-Neo  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                         \n",
       "chr22               29765964               0                  random                     -3.2162   \n",
       "                    31247572               1                  random                     -5.5421   \n",
       "                    15916363               2                  random                    -23.0259   \n",
       "                    30059280               3                  random                     -3.6008   \n",
       "                    25383393               4                  random                     -5.0903   \n",
       "\n",
       "                                                                            Basset/HMVEC-dLy-Ad  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                        \n",
       "chr22               29765964               0                  random                    -5.0908   \n",
       "                    31247572               1                  random                    -6.8037   \n",
       "                    15916363               2                  random                   -23.0259   \n",
       "                    30059280               3                  random                    -4.6086   \n",
       "                    25383393               4                  random                    -6.4310   \n",
       "\n",
       "                                                                            Basset/HMVEC-dLy-Neo  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                         \n",
       "chr22               29765964               0                  random                     -4.4152   \n",
       "                    31247572               1                  random                     -9.3483   \n",
       "                    15916363               2                  random                    -23.0259   \n",
       "                    30059280               3                  random                     -5.0222   \n",
       "                    25383393               4                  random                     -6.2685   \n",
       "\n",
       "                                                                            Basset/HMVEC-dNeo  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                      \n",
       "chr22               29765964               0                  random                  -4.8983   \n",
       "                    31247572               1                  random                  -7.0508   \n",
       "                    15916363               2                  random                 -23.0259   \n",
       "                    30059280               3                  random                  -4.6435   \n",
       "                    25383393               4                  random                  -6.0785   \n",
       "\n",
       "                                                                            Basset/HMVEC-LBl  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                     \n",
       "chr22               29765964               0                  random                 -4.9953   \n",
       "                    31247572               1                  random                 -7.1025   \n",
       "                    15916363               2                  random                -23.0259   \n",
       "                    30059280               3                  random                 -4.7096   \n",
       "                    25383393               4                  random                 -6.2790   \n",
       "\n",
       "                                                                            Basset/HMVEC-LLy  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                     \n",
       "chr22               29765964               0                  random                 -4.8596   \n",
       "                    31247572               1                  random                 -5.9523   \n",
       "                    15916363               2                  random                -23.0259   \n",
       "                    30059280               3                  random                 -3.6762   \n",
       "                    25383393               4                  random                 -7.1117   \n",
       "\n",
       "                                                                            Basset/HNPCEpiC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                    \n",
       "chr22               29765964               0                  random                -4.0661   \n",
       "                    31247572               1                  random                -6.2596   \n",
       "                    15916363               2                  random               -23.0259   \n",
       "                    30059280               3                  random                -3.5979   \n",
       "                    25383393               4                  random                -5.5881   \n",
       "\n",
       "                                                                            Basset/HPAEC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                 \n",
       "chr22               29765964               0                  random             -2.4758   \n",
       "                    31247572               1                  random             -4.4590   \n",
       "                    15916363               2                  random            -23.0259   \n",
       "                    30059280               3                  random             -2.7602   \n",
       "                    25383393               4                  random             -3.6487   \n",
       "\n",
       "                                                                            Basset/HPAF  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                \n",
       "chr22               29765964               0                  random            -2.3654   \n",
       "                    31247572               1                  random            -3.0739   \n",
       "                    15916363               2                  random           -23.0259   \n",
       "                    30059280               3                  random            -2.3369   \n",
       "                    25383393               4                  random            -5.1322   \n",
       "\n",
       "                                                                            Basset/HPdLF  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                 \n",
       "chr22               29765964               0                  random             -3.6157   \n",
       "                    31247572               1                  random             -4.4622   \n",
       "                    15916363               2                  random            -23.0259   \n",
       "                    30059280               3                  random             -4.0774   \n",
       "                    25383393               4                  random             -6.8418   \n",
       "\n",
       "                                                                            Basset/HPF  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set               \n",
       "chr22               29765964               0                  random           -1.6737   \n",
       "                    31247572               1                  random           -3.2533   \n",
       "                    15916363               2                  random          -23.0259   \n",
       "                    30059280               3                  random           -2.2737   \n",
       "                    25383393               4                  random           -3.4534   \n",
       "\n",
       "                                                                            Basset/HRCEpiC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -4.8977   \n",
       "                    31247572               1                  random               -3.5417   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -4.4388   \n",
       "                    25383393               4                  random               -5.4448   \n",
       "\n",
       "                                                                            Basset/HRE  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set               \n",
       "chr22               29765964               0                  random           -3.7616   \n",
       "                    31247572               1                  random           -4.0137   \n",
       "                    15916363               2                  random          -23.0259   \n",
       "                    30059280               3                  random           -3.9440   \n",
       "                    25383393               4                  random           -6.8924   \n",
       "\n",
       "                                                                            Basset/HRGEC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                 \n",
       "chr22               29765964               0                  random             -3.3113   \n",
       "                    31247572               1                  random             -5.1685   \n",
       "                    15916363               2                  random            -23.0259   \n",
       "                    30059280               3                  random             -3.4240   \n",
       "                    25383393               4                  random             -5.5104   \n",
       "\n",
       "                                                                            Basset/HRPEpiC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -3.1494   \n",
       "                    31247572               1                  random               -5.2926   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -3.0128   \n",
       "                    25383393               4                  random               -4.5171   \n",
       "\n",
       "                                                                            Basset/HVMF  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                \n",
       "chr22               29765964               0                  random            -3.7566   \n",
       "                    31247572               1                  random            -5.0686   \n",
       "                    15916363               2                  random           -23.0259   \n",
       "                    30059280               3                  random            -3.9496   \n",
       "                    25383393               4                  random            -6.8983   \n",
       "\n",
       "                                                                            Basset/Jurkat  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                  \n",
       "chr22               29765964               0                  random              -5.8482   \n",
       "                    31247572               1                  random              -7.2290   \n",
       "                    15916363               2                  random             -23.0259   \n",
       "                    30059280               3                  random              -4.8529   \n",
       "                    25383393               4                  random              -6.9972   \n",
       "\n",
       "                                                                            Basset/Monocytes-CD14+  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                           \n",
       "chr22               29765964               0                  random                       -4.5653   \n",
       "                    31247572               1                  random                       -4.6857   \n",
       "                    15916363               2                  random                      -23.0259   \n",
       "                    30059280               3                  random                       -4.5139   \n",
       "                    25383393               4                  random                       -8.3509   \n",
       "\n",
       "                                                                            Basset/NB4  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set               \n",
       "chr22               29765964               0                  random           -4.1581   \n",
       "                    31247572               1                  random           -5.0976   \n",
       "                    15916363               2                  random          -23.0259   \n",
       "                    30059280               3                  random           -3.4229   \n",
       "                    25383393               4                  random           -6.7900   \n",
       "\n",
       "                                                                            Basset/NH-A  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                \n",
       "chr22               29765964               0                  random            -3.1154   \n",
       "                    31247572               1                  random            -3.5144   \n",
       "                    15916363               2                  random           -23.0259   \n",
       "                    30059280               3                  random            -3.2033   \n",
       "                    25383393               4                  random            -4.3299   \n",
       "\n",
       "                                                                            Basset/NHDF-Ad  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -4.8104   \n",
       "                    31247572               1                  random               -6.1134   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -4.9729   \n",
       "                    25383393               4                  random               -6.1413   \n",
       "\n",
       "                                                                            Basset/NHDF-neo  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                    \n",
       "chr22               29765964               0                  random                -3.3702   \n",
       "                    31247572               1                  random                -6.2047   \n",
       "                    15916363               2                  random               -23.0259   \n",
       "                    30059280               3                  random                -4.0745   \n",
       "                    25383393               4                  random                -5.4115   \n",
       "\n",
       "                                                                            Basset/NHLF  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                \n",
       "chr22               29765964               0                  random            -1.6355   \n",
       "                    31247572               1                  random            -3.0670   \n",
       "                    15916363               2                  random           -23.0259   \n",
       "                    30059280               3                  random            -2.2105   \n",
       "                    25383393               4                  random            -3.4841   \n",
       "\n",
       "                                                                            Basset/NT2-D1  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                  \n",
       "chr22               29765964               0                  random              -5.4443   \n",
       "                    31247572               1                  random              -4.1134   \n",
       "                    15916363               2                  random             -23.0259   \n",
       "                    30059280               3                  random              -4.3591   \n",
       "                    25383393               4                  random              -9.3761   \n",
       "\n",
       "                                                                            Basset/PANC-1  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                  \n",
       "chr22               29765964               0                  random              -5.6533   \n",
       "                    31247572               1                  random              -4.7109   \n",
       "                    15916363               2                  random             -23.0259   \n",
       "                    30059280               3                  random              -4.4705   \n",
       "                    25383393               4                  random              -8.8954   \n",
       "\n",
       "                                                                            Basset/PrEC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                \n",
       "chr22               29765964               0                  random            -4.5690   \n",
       "                    31247572               1                  random            -3.3051   \n",
       "                    15916363               2                  random           -23.0259   \n",
       "                    30059280               3                  random            -4.1615   \n",
       "                    25383393               4                  random            -8.4846   \n",
       "\n",
       "                                                                            Basset/RPTEC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                 \n",
       "chr22               29765964               0                  random             -5.1519   \n",
       "                    31247572               1                  random             -4.4366   \n",
       "                    15916363               2                  random            -23.0259   \n",
       "                    30059280               3                  random             -4.7409   \n",
       "                    25383393               4                  random             -9.0340   \n",
       "\n",
       "                                                                            Basset/SAEC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                \n",
       "chr22               29765964               0                  random            -4.8191   \n",
       "                    31247572               1                  random            -4.7132   \n",
       "                    15916363               2                  random           -23.0259   \n",
       "                    30059280               3                  random            -4.4433   \n",
       "                    25383393               4                  random            -8.6245   \n",
       "\n",
       "                                                                            Basset/SKMC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                \n",
       "chr22               29765964               0                  random            -4.6546   \n",
       "                    31247572               1                  random            -3.2433   \n",
       "                    15916363               2                  random           -23.0259   \n",
       "                    30059280               3                  random            -4.3805   \n",
       "                    25383393               4                  random            -8.5602   \n",
       "\n",
       "                                                                            Basset/SK-N-MC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -5.2714   \n",
       "                    31247572               1                  random               -5.1099   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -2.7730   \n",
       "                    25383393               4                  random               -6.2256   \n",
       "\n",
       "                                                                            Basset/SK-N-SH_RA  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                      \n",
       "chr22               29765964               0                  random                  -5.1293   \n",
       "                    31247572               1                  random                  -3.7526   \n",
       "                    15916363               2                  random                 -23.0259   \n",
       "                    30059280               3                  random                  -4.4020   \n",
       "                    25383393               4                  random                  -8.9235   \n",
       "\n",
       "                                                                            Basset/Th2  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set               \n",
       "chr22               29765964               0                  random           -6.0529   \n",
       "                    31247572               1                  random           -7.3849   \n",
       "                    15916363               2                  random          -23.0259   \n",
       "                    30059280               3                  random           -5.9656   \n",
       "                    25383393               4                  random           -5.0074   \n",
       "\n",
       "                                                                            Basset/WERI-Rb-1  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                     \n",
       "chr22               29765964               0                  random                 -5.1690   \n",
       "                    31247572               1                  random                 -2.2011   \n",
       "                    15916363               2                  random                -23.0259   \n",
       "                    30059280               3                  random                 -4.1455   \n",
       "                    25383393               4                  random                 -3.9517   \n",
       "\n",
       "                                                                            Basset/WI-38  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                 \n",
       "chr22               29765964               0                  random             -2.5358   \n",
       "                    31247572               1                  random             -3.6081   \n",
       "                    15916363               2                  random            -23.0259   \n",
       "                    30059280               3                  random             -2.9649   \n",
       "                    25383393               4                  random             -5.2407   \n",
       "\n",
       "                                                                            Basset/WI-38_4OHTAM  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                        \n",
       "chr22               29765964               0                  random                    -4.9617   \n",
       "                    31247572               1                  random                    -1.6058   \n",
       "                    15916363               2                  random                   -23.0259   \n",
       "                    30059280               3                  random                    -3.6836   \n",
       "                    25383393               4                  random                    -4.8043   \n",
       "\n",
       "                                                                            Basset/A549  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                \n",
       "chr22               29765964               0                  random            -4.9436   \n",
       "                    31247572               1                  random            -3.1062   \n",
       "                    15916363               2                  random           -23.0259   \n",
       "                    30059280               3                  random            -3.4472   \n",
       "                    25383393               4                  random            -4.2565   \n",
       "\n",
       "                                                                            Basset/GM12878  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -5.1384   \n",
       "                    31247572               1                  random               -1.4324   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -4.5503   \n",
       "                    25383393               4                  random               -2.8568   \n",
       "\n",
       "                                                                            Basset/H1-hESC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -5.0430   \n",
       "                    31247572               1                  random               -1.7939   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -3.5141   \n",
       "                    25383393               4                  random               -2.6848   \n",
       "\n",
       "                                                                            Basset/HeLa-S3  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -4.9057   \n",
       "                    31247572               1                  random               -1.4121   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -3.5989   \n",
       "                    25383393               4                  random               -3.0384   \n",
       "\n",
       "                                                                            Basset/HepG2  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                 \n",
       "chr22               29765964               0                  random             -5.0475   \n",
       "                    31247572               1                  random             -6.5626   \n",
       "                    15916363               2                  random            -23.0259   \n",
       "                    30059280               3                  random             -3.7638   \n",
       "                    25383393               4                  random             -4.2036   \n",
       "\n",
       "                                                                            Basset/HMEC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                \n",
       "chr22               29765964               0                  random            -4.3764   \n",
       "                    31247572               1                  random            -4.1064   \n",
       "                    15916363               2                  random           -23.0259   \n",
       "                    30059280               3                  random            -4.4573   \n",
       "                    25383393               4                  random            -8.5583   \n",
       "\n",
       "                                                                            Basset/HSMM  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                \n",
       "chr22               29765964               0                  random            -4.7530   \n",
       "                    31247572               1                  random            -2.9123   \n",
       "                    15916363               2                  random           -23.0259   \n",
       "                    30059280               3                  random            -3.8671   \n",
       "                    25383393               4                  random            -6.3983   \n",
       "\n",
       "                                                                            Basset/HSMMtube  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                    \n",
       "chr22               29765964               0                  random                -4.4611   \n",
       "                    31247572               1                  random                -4.0492   \n",
       "                    15916363               2                  random               -23.0259   \n",
       "                    30059280               3                  random                -4.0276   \n",
       "                    25383393               4                  random                -8.4360   \n",
       "\n",
       "                                                                            Basset/HUVEC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                 \n",
       "chr22               29765964               0                  random             -3.5597   \n",
       "                    31247572               1                  random             -2.0871   \n",
       "                    15916363               2                  random            -23.0259   \n",
       "                    30059280               3                  random             -3.5272   \n",
       "                    25383393               4                  random             -7.3650   \n",
       "\n",
       "                                                                            Basset/K562  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                \n",
       "chr22               29765964               0                  random            -4.1492   \n",
       "                    31247572               1                  random            -5.9965   \n",
       "                    15916363               2                  random           -23.0259   \n",
       "                    30059280               3                  random            -4.6029   \n",
       "                    25383393               4                  random            -6.0227   \n",
       "\n",
       "                                                                            Basset/LNCaP  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                 \n",
       "chr22               29765964               0                  random             -4.8648   \n",
       "                    31247572               1                  random             -3.4062   \n",
       "                    15916363               2                  random            -23.0259   \n",
       "                    30059280               3                  random             -4.2042   \n",
       "                    25383393               4                  random             -7.4050   \n",
       "\n",
       "                                                                            Basset/MCF-7  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                 \n",
       "chr22               29765964               0                  random             -4.9088   \n",
       "                    31247572               1                  random             -3.5005   \n",
       "                    15916363               2                  random            -23.0259   \n",
       "                    30059280               3                  random             -4.3345   \n",
       "                    25383393               4                  random             -8.6042   \n",
       "\n",
       "                                                                            Basset/NHEK  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                \n",
       "chr22               29765964               0                  random            -4.5405   \n",
       "                    31247572               1                  random            -3.3338   \n",
       "                    15916363               2                  random           -23.0259   \n",
       "                    30059280               3                  random            -4.2618   \n",
       "                    25383393               4                  random            -7.1033   \n",
       "\n",
       "                                                                            Basset/Th1  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set               \n",
       "chr22               29765964               0                  random           -4.5395   \n",
       "                    31247572               1                  random           -3.1414   \n",
       "                    15916363               2                  random          -23.0259   \n",
       "                    30059280               3                  random           -4.1681   \n",
       "                    25383393               4                  random           -7.9818   \n",
       "\n",
       "                                                                            Basset/LNG_IMR90  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                     \n",
       "chr22               29765964               0                  random                 -5.1551   \n",
       "                    31247572               1                  random                 -5.4226   \n",
       "                    15916363               2                  random                -23.0259   \n",
       "                    30059280               3                  random                 -4.5868   \n",
       "                    25383393               4                  random                 -7.8452   \n",
       "\n",
       "                                                                            Basset/ESC_H9  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                  \n",
       "chr22               29765964               0                  random              -4.6811   \n",
       "                    31247572               1                  random              -2.9962   \n",
       "                    15916363               2                  random             -23.0259   \n",
       "                    30059280               3                  random              -3.9356   \n",
       "                    25383393               4                  random              -7.2306   \n",
       "\n",
       "                                                                            Basset/ESC_H1  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                  \n",
       "chr22               29765964               0                  random              -5.8527   \n",
       "                    31247572               1                  random              -7.0341   \n",
       "                    15916363               2                  random             -23.0259   \n",
       "                    30059280               3                  random              -5.0720   \n",
       "                    25383393               4                  random              -3.8894   \n",
       "\n",
       "                                                                            Basset/IPSC_DF_6_9  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                       \n",
       "chr22               29765964               0                  random                   -6.3664   \n",
       "                    31247572               1                  random                   -6.6086   \n",
       "                    15916363               2                  random                  -23.0259   \n",
       "                    30059280               3                  random                   -3.5885   \n",
       "                    25383393               4                  random                   -5.0085   \n",
       "\n",
       "                                                                            Basset/IPSC_DF_19_11  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                         \n",
       "chr22               29765964               0                  random                     -5.2364   \n",
       "                    31247572               1                  random                     -4.8515   \n",
       "                    15916363               2                  random                    -23.0259   \n",
       "                    30059280               3                  random                     -4.0017   \n",
       "                    25383393               4                  random                     -7.9968   \n",
       "\n",
       "                                                                            Basset/ESDR_H1_NEUR_PROG  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                             \n",
       "chr22               29765964               0                  random                         -5.2527   \n",
       "                    31247572               1                  random                         -5.4053   \n",
       "                    15916363               2                  random                        -23.0259   \n",
       "                    30059280               3                  random                         -3.1717   \n",
       "                    25383393               4                  random                         -6.3301   \n",
       "\n",
       "                                                                            Basset/ESDR_H1_BMP4_MESO  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                             \n",
       "chr22               29765964               0                  random                         -4.8990   \n",
       "                    31247572               1                  random                         -3.4644   \n",
       "                    15916363               2                  random                        -23.0259   \n",
       "                    30059280               3                  random                         -4.7296   \n",
       "                    25383393               4                  random                         -5.8474   \n",
       "\n",
       "                                                                            Basset/ESDR_H1_BMP4_TROP  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                             \n",
       "chr22               29765964               0                  random                         -4.8727   \n",
       "                    31247572               1                  random                         -4.9348   \n",
       "                    15916363               2                  random                        -23.0259   \n",
       "                    30059280               3                  random                         -4.7394   \n",
       "                    25383393               4                  random                         -8.4661   \n",
       "\n",
       "                                                                            Basset/ESDR_H1_MSC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                       \n",
       "chr22               29765964               0                  random                   -4.6970   \n",
       "                    31247572               1                  random                   -2.8242   \n",
       "                    15916363               2                  random                  -23.0259   \n",
       "                    30059280               3                  random                   -3.9228   \n",
       "                    25383393               4                  random                   -6.5425   \n",
       "\n",
       "                                                                            Basset/BLD_CD3_PPC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                       \n",
       "chr22               29765964               0                  random                   -3.6056   \n",
       "                    31247572               1                  random                   -2.6084   \n",
       "                    15916363               2                  random                  -23.0259   \n",
       "                    30059280               3                  random                   -3.6160   \n",
       "                    25383393               4                  random                   -2.4210   \n",
       "\n",
       "                                                                            Basset/BLD_CD3_CPC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                       \n",
       "chr22               29765964               0                  random                   -5.0970   \n",
       "                    31247572               1                  random                   -5.4978   \n",
       "                    15916363               2                  random                  -23.0259   \n",
       "                    30059280               3                  random                   -4.5999   \n",
       "                    25383393               4                  random                   -7.2734   \n",
       "\n",
       "                                                                            Basset/BLD_CD14_PC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                       \n",
       "chr22               29765964               0                  random                   -5.7859   \n",
       "                    31247572               1                  random                   -5.7863   \n",
       "                    15916363               2                  random                  -23.0259   \n",
       "                    30059280               3                  random                   -5.0091   \n",
       "                    25383393               4                  random                   -6.5889   \n",
       "\n",
       "                                                                            Basset/BLD_MOB_CD34_PC_M  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                             \n",
       "chr22               29765964               0                  random                         -5.4422   \n",
       "                    31247572               1                  random                         -4.6217   \n",
       "                    15916363               2                  random                        -23.0259   \n",
       "                    30059280               3                  random                         -4.5997   \n",
       "                    25383393               4                  random                         -5.9366   \n",
       "\n",
       "                                                                            Basset/BLD_MOB_CD34_PC_F  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                             \n",
       "chr22               29765964               0                  random                         -5.2042   \n",
       "                    31247572               1                  random                         -4.5450   \n",
       "                    15916363               2                  random                        -23.0259   \n",
       "                    30059280               3                  random                         -4.2752   \n",
       "                    25383393               4                  random                         -5.8592   \n",
       "\n",
       "                                                                            Basset/BLD_CD19_PPC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                        \n",
       "chr22               29765964               0                  random                    -5.2537   \n",
       "                    31247572               1                  random                    -4.9809   \n",
       "                    15916363               2                  random                   -23.0259   \n",
       "                    30059280               3                  random                    -4.6365   \n",
       "                    25383393               4                  random                    -6.5869   \n",
       "\n",
       "                                                                            Basset/BLD_CD56_PC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                       \n",
       "chr22               29765964               0                  random                   -5.6742   \n",
       "                    31247572               1                  random                   -5.0674   \n",
       "                    15916363               2                  random                  -23.0259   \n",
       "                    30059280               3                  random                   -4.6434   \n",
       "                    25383393               4                  random                   -6.2503   \n",
       "\n",
       "                                                                            Basset/SKIN_PEN_FRSK_FIB_01  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                                \n",
       "chr22               29765964               0                  random                         -5.7689      \n",
       "                    31247572               1                  random                         -5.6003      \n",
       "                    15916363               2                  random                        -23.0259      \n",
       "                    30059280               3                  random                         -4.7792      \n",
       "                    25383393               4                  random                         -6.6406      \n",
       "\n",
       "                                                                            Basset/SKIN_PEN_FRSK_FIB_02  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                                \n",
       "chr22               29765964               0                  random                         -4.4913      \n",
       "                    31247572               1                  random                         -4.0407      \n",
       "                    15916363               2                  random                        -23.0259      \n",
       "                    30059280               3                  random                         -4.5630      \n",
       "                    25383393               4                  random                         -5.8283      \n",
       "\n",
       "                                                                            Basset/SKIN_PEN_FRSK_MEL_01  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                                \n",
       "chr22               29765964               0                  random                         -5.3033      \n",
       "                    31247572               1                  random                         -4.0480      \n",
       "                    15916363               2                  random                        -23.0259      \n",
       "                    30059280               3                  random                         -4.3051      \n",
       "                    25383393               4                  random                         -6.0231      \n",
       "\n",
       "                                                                            Basset/SKIN_PEN_FRSK_KER_02  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                                \n",
       "chr22               29765964               0                  random                         -4.9418      \n",
       "                    31247572               1                  random                         -4.6031      \n",
       "                    15916363               2                  random                        -23.0259      \n",
       "                    30059280               3                  random                         -4.2107      \n",
       "                    25383393               4                  random                         -6.4117      \n",
       "\n",
       "                                                                            Basset/BRST_HMEC_35  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                        \n",
       "chr22               29765964               0                  random                    -5.3665   \n",
       "                    31247572               1                  random                    -3.6258   \n",
       "                    15916363               2                  random                   -23.0259   \n",
       "                    30059280               3                  random                    -4.2408   \n",
       "                    25383393               4                  random                    -7.5802   \n",
       "\n",
       "                                                                            Basset/THYM_FET  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                    \n",
       "chr22               29765964               0                  random                -5.8020   \n",
       "                    31247572               1                  random                -4.9056   \n",
       "                    15916363               2                  random               -23.0259   \n",
       "                    30059280               3                  random                -4.7696   \n",
       "                    25383393               4                  random                -6.2862   \n",
       "\n",
       "                                                                            Basset/BRN_FET_F  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                     \n",
       "chr22               29765964               0                  random                 -5.0573   \n",
       "                    31247572               1                  random                 -3.8441   \n",
       "                    15916363               2                  random                -23.0259   \n",
       "                    30059280               3                  random                 -4.5278   \n",
       "                    25383393               4                  random                 -7.7526   \n",
       "\n",
       "                                                                            Basset/BRN_FET_M  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                     \n",
       "chr22               29765964               0                  random                 -4.3119   \n",
       "                    31247572               1                  random                 -3.2856   \n",
       "                    15916363               2                  random                -23.0259   \n",
       "                    30059280               3                  random                 -4.1517   \n",
       "                    25383393               4                  random                 -9.0352   \n",
       "\n",
       "                                                                            Basset/MUS_PSOAS  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                     \n",
       "chr22               29765964               0                  random                 -5.3336   \n",
       "                    31247572               1                  random                 -4.2756   \n",
       "                    15916363               2                  random                -23.0259   \n",
       "                    30059280               3                  random                 -4.4771   \n",
       "                    25383393               4                  random                 -8.6050   \n",
       "\n",
       "                                                                            Basset/MUS_TRNK_FET  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                        \n",
       "chr22               29765964               0                  random                    -5.1594   \n",
       "                    31247572               1                  random                    -5.3599   \n",
       "                    15916363               2                  random                   -23.0259   \n",
       "                    30059280               3                  random                    -4.8013   \n",
       "                    25383393               4                  random                    -5.0976   \n",
       "\n",
       "                                                                            Basset/MUS_LEG_FET  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                       \n",
       "chr22               29765964               0                  random                   -5.4373   \n",
       "                    31247572               1                  random                   -5.3370   \n",
       "                    15916363               2                  random                  -23.0259   \n",
       "                    30059280               3                  random                   -4.6594   \n",
       "                    25383393               4                  random                   -5.3941   \n",
       "\n",
       "                                                                            Basset/HRT_FET  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -5.1234   \n",
       "                    31247572               1                  random               -3.6828   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -4.3833   \n",
       "                    25383393               4                  random               -6.3780   \n",
       "\n",
       "                                                                            Basset/GI_STMC_FET  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                       \n",
       "chr22               29765964               0                  random                   -5.1421   \n",
       "                    31247572               1                  random                   -2.2222   \n",
       "                    15916363               2                  random                  -23.0259   \n",
       "                    30059280               3                  random                   -4.6422   \n",
       "                    25383393               4                  random                   -5.2101   \n",
       "\n",
       "                                                                            Basset/GI_S_INT_FET  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                        \n",
       "chr22               29765964               0                  random                    -4.5865   \n",
       "                    31247572               1                  random                    -3.1551   \n",
       "                    15916363               2                  random                   -23.0259   \n",
       "                    30059280               3                  random                    -3.8467   \n",
       "                    25383393               4                  random                    -5.2120   \n",
       "\n",
       "                                                                            Basset/GI_L_INT_FET  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                        \n",
       "chr22               29765964               0                  random                    -4.6526   \n",
       "                    31247572               1                  random                    -2.6993   \n",
       "                    15916363               2                  random                   -23.0259   \n",
       "                    30059280               3                  random                    -3.8195   \n",
       "                    25383393               4                  random                    -7.2404   \n",
       "\n",
       "                                                                            Basset/GI_S_INT  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                    \n",
       "chr22               29765964               0                  random                -4.7419   \n",
       "                    31247572               1                  random                -2.8989   \n",
       "                    15916363               2                  random               -23.0259   \n",
       "                    30059280               3                  random                -2.8342   \n",
       "                    25383393               4                  random                -3.6124   \n",
       "\n",
       "                                                                            Basset/GI_STMC_GAST  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                        \n",
       "chr22               29765964               0                  random                    -4.6857   \n",
       "                    31247572               1                  random                    -2.1385   \n",
       "                    15916363               2                  random                   -23.0259   \n",
       "                    30059280               3                  random                    -4.3553   \n",
       "                    25383393               4                  random                    -3.7953   \n",
       "\n",
       "                                                                            Basset/KID_FET  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -4.8250   \n",
       "                    31247572               1                  random               -2.7974   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -4.3992   \n",
       "                    25383393               4                  random               -4.7154   \n",
       "\n",
       "                                                                            Basset/LNG_FET  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -5.0896   \n",
       "                    31247572               1                  random               -3.7312   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -4.3612   \n",
       "                    25383393               4                  random               -8.3491   \n",
       "\n",
       "                                                                            Basset/OVRY  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                \n",
       "chr22               29765964               0                  random            -4.3602   \n",
       "                    31247572               1                  random            -4.3750   \n",
       "                    15916363               2                  random           -23.0259   \n",
       "                    30059280               3                  random            -3.4473   \n",
       "                    25383393               4                  random            -7.2468   \n",
       "\n",
       "                                                                            Basset/ADRL_GLND_FET  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                         \n",
       "chr22               29765964               0                  random                     -4.6218   \n",
       "                    31247572               1                  random                     -3.6935   \n",
       "                    15916363               2                  random                    -23.0259   \n",
       "                    30059280               3                  random                     -3.5837   \n",
       "                    25383393               4                  random                     -8.7776   \n",
       "\n",
       "                                                                            Basset/PLCNT_FET  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                     \n",
       "chr22               29765964               0                  random                 -4.9356   \n",
       "                    31247572               1                  random                 -3.5969   \n",
       "                    15916363               2                  random                -23.0259   \n",
       "                    30059280               3                  random                 -4.2339   \n",
       "                    25383393               4                  random                 -8.0922   \n",
       "\n",
       "                                                                            Basset/PANC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                \n",
       "chr22               29765964               0                  random            -4.9974   \n",
       "                    31247572               1                  random            -7.7483   \n",
       "                    15916363               2                  random           -23.0259   \n",
       "                    30059280               3                  random            -4.5997   \n",
       "                    25383393               4                  random            -5.3022   \n",
       "\n",
       "                                                                            DeepBind/Homo_sapiens/TF/D00317.009_ChIP-seq_CEBPB  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                                                       \n",
       "chr22               29765964               0                  random                         -2.9650                             \n",
       "                    31247572               1                  random                         -2.4337                             \n",
       "                    15916363               2                  random                         -5.4370                             \n",
       "                    30059280               3                  random                         -2.9409                             \n",
       "                    25383393               4                  random                          0.5416                             \n",
       "\n",
       "                                                                            DeepBind/Homo_sapiens/TF/D00350.005_ChIP-seq_EBF1  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                                                      \n",
       "chr22               29765964               0                  random                         -0.4960                            \n",
       "                    31247572               1                  random                          0.2235                            \n",
       "                    15916363               2                  random                         -3.9923                            \n",
       "                    30059280               3                  random                         -1.6887                            \n",
       "                    25383393               4                  random                         -1.4941                            \n",
       "\n",
       "                                                                            DeepBind/Homo_sapiens/TF/D00360.007_ChIP-seq_ELK1  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                                                      \n",
       "chr22               29765964               0                  random                         -0.8623                            \n",
       "                    31247572               1                  random                         -0.5721                            \n",
       "                    15916363               2                  random                         -2.0866                            \n",
       "                    30059280               3                  random                         -1.2967                            \n",
       "                    25383393               4                  random                         -0.5571                            \n",
       "\n",
       "                                                                            DeepBind/Homo_sapiens/TF/D00363.004_ChIP-seq_ELK4  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                                                      \n",
       "chr22               29765964               0                  random                          1.5243                            \n",
       "                    31247572               1                  random                          0.1647                            \n",
       "                    15916363               2                  random                         -1.9466                            \n",
       "                    30059280               3                  random                         -0.0343                            \n",
       "                    25383393               4                  random                         -0.6616                            \n",
       "\n",
       "                                                                            DeepBind/Homo_sapiens/TF/D00344.005_ChIP-seq_E2F1  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                                                      \n",
       "chr22               29765964               0                  random                         -0.3773                            \n",
       "                    31247572               1                  random                         -1.0279                            \n",
       "                    15916363               2                  random                         -6.0113                            \n",
       "                    30059280               3                  random                         -2.3658                            \n",
       "                    25383393               4                  random                         -0.8191                            \n",
       "\n",
       "                                                                            DeepBind/Homo_sapiens/TF/D00318.004_ChIP-seq_CEBPD  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                                                       \n",
       "chr22               29765964               0                  random                         -0.8151                             \n",
       "                    31247572               1                  random                         -1.2806                             \n",
       "                    15916363               2                  random                         -5.0589                             \n",
       "                    30059280               3                  random                         -2.2324                             \n",
       "                    25383393               4                  random                          0.1469                             \n",
       "\n",
       "                                                                            DeepBind/Homo_sapiens/TF/D00347.005_ChIP-seq_E2F4  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                                                      \n",
       "chr22               29765964               0                  random                         -1.5904                            \n",
       "                    31247572               1                  random                          0.2294                            \n",
       "                    15916363               2                  random                         -3.7375                            \n",
       "                    30059280               3                  random                         -1.9721                            \n",
       "                    25383393               4                  random                         -0.0918                            \n",
       "\n",
       "                                                                            DeepBind/Homo_sapiens/TF/D00328.018_ChIP-seq_CTCF  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                                                      \n",
       "chr22               29765964               0                  random                         -5.2260                            \n",
       "                    31247572               1                  random                         -5.2260                            \n",
       "                    15916363               2                  random                         -5.2260                            \n",
       "                    30059280               3                  random                         -4.5785                            \n",
       "                    25383393               4                  random                         -5.2260                            \n",
       "\n",
       "                                                                            DeepBind/Homo_sapiens/TF/D00351.009_ChIP-seq_EGR1  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                                                      \n",
       "chr22               29765964               0                  random                         -0.5084                            \n",
       "                    31247572               1                  random                         -2.0041                            \n",
       "                    15916363               2                  random                         -2.5917                            \n",
       "                    30059280               3                  random                         -2.9836                            \n",
       "                    25383393               4                  random                          1.3791                            \n",
       "\n",
       "                                                                            DeepBind/Homo_sapiens/TF/D00356.010_ChIP-seq_ELF1  \n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                                                     \n",
       "chr22               29765964               0                  random                          1.2308                           \n",
       "                    31247572               1                  random                         -0.3013                           \n",
       "                    15916363               2                  random                         -4.1814                           \n",
       "                    30059280               3                  random                         -2.4030                           \n",
       "                    25383393               4                  random                         -0.7971                           "
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Average prediction per interval_set per model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_agg = df.groupby(df.index.get_level_values(\"interval_set\")).agg('mean').T"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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mkhgoMpf6x2KxUvXxOuIj/LlsxrROvy9pLKc2u4Hp0RNJmX5Zvx5juD6V/SWH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\nySttJD2nmjaThasm++Otc+t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1+t6TXkZ8pB+tRjObU4u4ffGofpeFCNc4kV9LbaOR78yI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\namj5RXby7voAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 1440x288 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "df_agg.plot(figsize=(20,4))\n",
    "plt.xlabel(\"Model\")\n",
    "plt.ylabel(\"Average prediction\");"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "# See the sorted list\n",
    "# print((df_agg['enhancer-regions'] - df_agg['random']).sort_values(ascending=False)[:200].to_string())"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Loading predictions from the hdf5 output"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "from kipoi.readers import HDF5Reader"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Quick intro to HDF5Reader"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "f = \"output/Basset/random.h5\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "r = HDF5Reader(f)\n",
    "r.open()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('/metadata/ranges/chr', <HDF5 dataset \"chr\": shape (6365,), type \"|O\">),\n",
       " ('/metadata/ranges/end', <HDF5 dataset \"end\": shape (6365,), type \"<i8\">),\n",
       " ('/metadata/ranges/id', <HDF5 dataset \"id\": shape (6365,), type \"|O\">),\n",
       " ('/metadata/ranges/start', <HDF5 dataset \"start\": shape (6365,), type \"<i8\">),\n",
       " ('/metadata/ranges/strand',\n",
       "  <HDF5 dataset \"strand\": shape (6365,), type \"|O\">),\n",
       " ('/preds', <HDF5 dataset \"preds\": shape (6365, 164), type \"<f4\">)]"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.ls()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "# load the values\n",
    "d = HDF5Reader.load(f, unflatten=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "dict_keys(['/metadata/ranges/chr', '/metadata/ranges/end', '/metadata/ranges/id', '/metadata/ranges/start', '/metadata/ranges/strand', '/preds'])"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d.keys()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "def df2index(df):\n",
    "    return pd.MultiIndex.from_arrays([df.values[:,i] for i in range(df.shape[1])], names=list(df.columns))\n",
    "\n",
    "\n",
    "def read_preds_h5(model, interval_set, output_dir):\n",
    "    d = HDF5Reader.load(\"{}/{}/{}.h5\".format(output_dir, model, interval_set), unflatten=False)\n",
    "    preds = d.pop(\"/preds\")\n",
    "    \n",
    "    if preds.ndim == 1:\n",
    "        preds = preds[:, np.newaxis]\n",
    "    assert preds.ndim == 2  # this example works only with 2 dim output arrays\n",
    "    \n",
    "    metadata_table = pd.DataFrame(d)\n",
    "    metadata_table.columns = metadata_table.columns.str.replace(\"^/\", \"\")\n",
    "    metadata_table['interval_set'] = interval_set\n",
    "    metadata_table['metadata/ranges/center'] = (metadata_table['metadata/ranges/start'] + metadata_table['metadata/ranges/end']) //2\n",
    "    del metadata_table['metadata/ranges/start']\n",
    "    del metadata_table['metadata/ranges/end']\n",
    "    del metadata_table['metadata/ranges/strand']\n",
    "    metadata_table = metadata_table[merge_cols]  # re-order\n",
    "    \n",
    "    if preds.shape[1] > 1:\n",
    "        descr = kipoi.get_model_descr(model)\n",
    "        return pd.DataFrame(preds, \n",
    "                            columns=model + \"/\" + pd.Series(descr.schema.targets.column_labels),\n",
    "                            index=df2index(metadata_table))\n",
    "    else:\n",
    "        return pd.DataFrame(preds, columns = model + \"/\" + pd.Series(np.arange(preds.shape[1]), dtype=str),\n",
    "                            index=df2index(metadata_table))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "df = pd.concat([logit(pd.concat([read_preds_h5(m, interval_set, output_dir='output') \n",
    "                      for interval_set in interval_sets], axis=0)) \n",
    "                for m in models], axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th>Basset/8988T</th>\n",
       "      <th>Basset/AoSMC</th>\n",
       "      <th>Basset/Chorion</th>\n",
       "      <th>Basset/CLL</th>\n",
       "      <th>Basset/Fibrobl</th>\n",
       "      <th>Basset/FibroP</th>\n",
       "      <th>Basset/Gliobla</th>\n",
       "      <th>Basset/GM12891</th>\n",
       "      <th>Basset/GM12892</th>\n",
       "      <th>Basset/GM18507</th>\n",
       "      <th>Basset/GM19238</th>\n",
       "      <th>Basset/GM19239</th>\n",
       "      <th>Basset/GM19240</th>\n",
       "      <th>Basset/H9ES</th>\n",
       "      <th>Basset/HeLa-S3_IFNa4h</th>\n",
       "      <th>Basset/Hepatocytes</th>\n",
       "      <th>Basset/HPDE6-E6E7</th>\n",
       "      <th>Basset/HSMM_emb</th>\n",
       "      <th>Basset/HTR8svn</th>\n",
       "      <th>Basset/Huh-7_5</th>\n",
       "      <th>Basset/Huh-7</th>\n",
       "      <th>Basset/iPS</th>\n",
       "      <th>Basset/Ishikawa_Estradiol</th>\n",
       "      <th>Basset/Ishikawa_4OHTAM</th>\n",
       "      <th>Basset/LNCaP_androgen</th>\n",
       "      <th>Basset/MCF-7_Hypoxia</th>\n",
       "      <th>Basset/Medullo</th>\n",
       "      <th>Basset/Melano</th>\n",
       "      <th>Basset/Myometr</th>\n",
       "      <th>Basset/Osteobl</th>\n",
       "      <th>Basset/PanIsletD</th>\n",
       "      <th>Basset/PanIslets</th>\n",
       "      <th>Basset/pHTE</th>\n",
       "      <th>Basset/ProgFib</th>\n",
       "      <th>Basset/RWPE1</th>\n",
       "      <th>Basset/Stellate</th>\n",
       "      <th>Basset/T-47D</th>\n",
       "      <th>Basset/CD4_Th0</th>\n",
       "      <th>Basset/Urothelia</th>\n",
       "      <th>Basset/Urothelia_UT189</th>\n",
       "      <th>Basset/AG04449</th>\n",
       "      <th>Basset/AG04450</th>\n",
       "      <th>Basset/AG09309</th>\n",
       "      <th>Basset/AG09319</th>\n",
       "      <th>Basset/AG10803</th>\n",
       "      <th>Basset/AoAF</th>\n",
       "      <th>Basset/BE2_C</th>\n",
       "      <th>Basset/BJ</th>\n",
       "      <th>Basset/Caco-2</th>\n",
       "      <th>Basset/CD20+</th>\n",
       "      <th>Basset/CD34+</th>\n",
       "      <th>Basset/CMK</th>\n",
       "      <th>Basset/GM06990</th>\n",
       "      <th>Basset/GM12864</th>\n",
       "      <th>Basset/GM12865</th>\n",
       "      <th>Basset/H7-hESC</th>\n",
       "      <th>Basset/HAc</th>\n",
       "      <th>Basset/HAEpiC</th>\n",
       "      <th>Basset/HA-h</th>\n",
       "      <th>Basset/HA-sp</th>\n",
       "      <th>Basset/HBMEC</th>\n",
       "      <th>Basset/HCF</th>\n",
       "      <th>Basset/HCFaa</th>\n",
       "      <th>Basset/HCM</th>\n",
       "      <th>Basset/HConF</th>\n",
       "      <th>Basset/HCPEpiC</th>\n",
       "      <th>Basset/HCT-116</th>\n",
       "      <th>Basset/HEEpiC</th>\n",
       "      <th>Basset/HFF</th>\n",
       "      <th>Basset/HFF-Myc</th>\n",
       "      <th>Basset/HGF</th>\n",
       "      <th>Basset/HIPEpiC</th>\n",
       "      <th>Basset/HL-60</th>\n",
       "      <th>Basset/HMF</th>\n",
       "      <th>Basset/HMVEC-dAd</th>\n",
       "      <th>Basset/HMVEC-dBl-Ad</th>\n",
       "      <th>Basset/HMVEC-dBl-Neo</th>\n",
       "      <th>Basset/HMVEC-dLy-Ad</th>\n",
       "      <th>Basset/HMVEC-dLy-Neo</th>\n",
       "      <th>Basset/HMVEC-dNeo</th>\n",
       "      <th>Basset/HMVEC-LBl</th>\n",
       "      <th>Basset/HMVEC-LLy</th>\n",
       "      <th>Basset/HNPCEpiC</th>\n",
       "      <th>Basset/HPAEC</th>\n",
       "      <th>Basset/HPAF</th>\n",
       "      <th>Basset/HPdLF</th>\n",
       "      <th>Basset/HPF</th>\n",
       "      <th>Basset/HRCEpiC</th>\n",
       "      <th>Basset/HRE</th>\n",
       "      <th>Basset/HRGEC</th>\n",
       "      <th>Basset/HRPEpiC</th>\n",
       "      <th>Basset/HVMF</th>\n",
       "      <th>Basset/Jurkat</th>\n",
       "      <th>Basset/Monocytes-CD14+</th>\n",
       "      <th>Basset/NB4</th>\n",
       "      <th>Basset/NH-A</th>\n",
       "      <th>Basset/NHDF-Ad</th>\n",
       "      <th>Basset/NHDF-neo</th>\n",
       "      <th>Basset/NHLF</th>\n",
       "      <th>Basset/NT2-D1</th>\n",
       "      <th>Basset/PANC-1</th>\n",
       "      <th>Basset/PrEC</th>\n",
       "      <th>Basset/RPTEC</th>\n",
       "      <th>Basset/SAEC</th>\n",
       "      <th>Basset/SKMC</th>\n",
       "      <th>Basset/SK-N-MC</th>\n",
       "      <th>Basset/SK-N-SH_RA</th>\n",
       "      <th>Basset/Th2</th>\n",
       "      <th>Basset/WERI-Rb-1</th>\n",
       "      <th>Basset/WI-38</th>\n",
       "      <th>Basset/WI-38_4OHTAM</th>\n",
       "      <th>Basset/A549</th>\n",
       "      <th>Basset/GM12878</th>\n",
       "      <th>Basset/H1-hESC</th>\n",
       "      <th>Basset/HeLa-S3</th>\n",
       "      <th>Basset/HepG2</th>\n",
       "      <th>Basset/HMEC</th>\n",
       "      <th>Basset/HSMM</th>\n",
       "      <th>Basset/HSMMtube</th>\n",
       "      <th>Basset/HUVEC</th>\n",
       "      <th>Basset/K562</th>\n",
       "      <th>Basset/LNCaP</th>\n",
       "      <th>Basset/MCF-7</th>\n",
       "      <th>Basset/NHEK</th>\n",
       "      <th>Basset/Th1</th>\n",
       "      <th>Basset/LNG_IMR90</th>\n",
       "      <th>Basset/ESC_H9</th>\n",
       "      <th>Basset/ESC_H1</th>\n",
       "      <th>Basset/IPSC_DF_6_9</th>\n",
       "      <th>Basset/IPSC_DF_19_11</th>\n",
       "      <th>Basset/ESDR_H1_NEUR_PROG</th>\n",
       "      <th>Basset/ESDR_H1_BMP4_MESO</th>\n",
       "      <th>Basset/ESDR_H1_BMP4_TROP</th>\n",
       "      <th>Basset/ESDR_H1_MSC</th>\n",
       "      <th>Basset/BLD_CD3_PPC</th>\n",
       "      <th>Basset/BLD_CD3_CPC</th>\n",
       "      <th>Basset/BLD_CD14_PC</th>\n",
       "      <th>Basset/BLD_MOB_CD34_PC_M</th>\n",
       "      <th>Basset/BLD_MOB_CD34_PC_F</th>\n",
       "      <th>Basset/BLD_CD19_PPC</th>\n",
       "      <th>Basset/BLD_CD56_PC</th>\n",
       "      <th>Basset/SKIN_PEN_FRSK_FIB_01</th>\n",
       "      <th>Basset/SKIN_PEN_FRSK_FIB_02</th>\n",
       "      <th>Basset/SKIN_PEN_FRSK_MEL_01</th>\n",
       "      <th>Basset/SKIN_PEN_FRSK_KER_02</th>\n",
       "      <th>Basset/BRST_HMEC_35</th>\n",
       "      <th>Basset/THYM_FET</th>\n",
       "      <th>Basset/BRN_FET_F</th>\n",
       "      <th>Basset/BRN_FET_M</th>\n",
       "      <th>Basset/MUS_PSOAS</th>\n",
       "      <th>Basset/MUS_TRNK_FET</th>\n",
       "      <th>Basset/MUS_LEG_FET</th>\n",
       "      <th>Basset/HRT_FET</th>\n",
       "      <th>Basset/GI_STMC_FET</th>\n",
       "      <th>Basset/GI_S_INT_FET</th>\n",
       "      <th>Basset/GI_L_INT_FET</th>\n",
       "      <th>Basset/GI_S_INT</th>\n",
       "      <th>Basset/GI_STMC_GAST</th>\n",
       "      <th>Basset/KID_FET</th>\n",
       "      <th>Basset/LNG_FET</th>\n",
       "      <th>Basset/OVRY</th>\n",
       "      <th>Basset/ADRL_GLND_FET</th>\n",
       "      <th>Basset/PLCNT_FET</th>\n",
       "      <th>Basset/PANC</th>\n",
       "      <th>DeepBind/Homo_sapiens/TF/D00317.009_ChIP-seq_CEBPB/0</th>\n",
       "      <th>DeepBind/Homo_sapiens/TF/D00350.005_ChIP-seq_EBF1/0</th>\n",
       "      <th>DeepBind/Homo_sapiens/TF/D00360.007_ChIP-seq_ELK1/0</th>\n",
       "      <th>DeepBind/Homo_sapiens/TF/D00363.004_ChIP-seq_ELK4/0</th>\n",
       "      <th>DeepBind/Homo_sapiens/TF/D00344.005_ChIP-seq_E2F1/0</th>\n",
       "      <th>DeepBind/Homo_sapiens/TF/D00318.004_ChIP-seq_CEBPD/0</th>\n",
       "      <th>DeepBind/Homo_sapiens/TF/D00347.005_ChIP-seq_E2F4/0</th>\n",
       "      <th>DeepBind/Homo_sapiens/TF/D00328.018_ChIP-seq_CTCF/0</th>\n",
       "      <th>DeepBind/Homo_sapiens/TF/D00351.009_ChIP-seq_EGR1/0</th>\n",
       "      <th>DeepBind/Homo_sapiens/TF/D00356.010_ChIP-seq_ELF1/0</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>metadata/ranges/chr</th>\n",
       "      <th>metadata/ranges/center</th>\n",
       "      <th>metadata/ranges/id</th>\n",
       "      <th>interval_set</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th rowspan=\"5\" valign=\"top\">chr22</th>\n",
       "      <th>29765964</th>\n",
       "      <th>0</th>\n",
       "      <th>random</th>\n",
       "      <td>-3.5245</td>\n",
       "      <td>-4.5970</td>\n",
       "      <td>-3.2162</td>\n",
       "      <td>-4.8977</td>\n",
       "      <td>-1.6355</td>\n",
       "      <td>-2.5358</td>\n",
       "      <td>-4.1492</td>\n",
       "      <td>-4.8990</td>\n",
       "      <td>-4.4913</td>\n",
       "      <td>-5.1421</td>\n",
       "      <td>-4.4649</td>\n",
       "      <td>-4.7740</td>\n",
       "      <td>-3.6711</td>\n",
       "      <td>-5.1223</td>\n",
       "      <td>-4.7090</td>\n",
       "      <td>-2.4865</td>\n",
       "      <td>-6.1839</td>\n",
       "      <td>-5.3981</td>\n",
       "      <td>-5.4411</td>\n",
       "      <td>-3.9008</td>\n",
       "      <td>-5.0908</td>\n",
       "      <td>-4.4152</td>\n",
       "      <td>-4.8983</td>\n",
       "      <td>-4.9953</td>\n",
       "      <td>-4.8596</td>\n",
       "      <td>-4.0661</td>\n",
       "      <td>-2.4758</td>\n",
       "      <td>-2.3654</td>\n",
       "      <td>-3.6157</td>\n",
       "      <td>-1.6737</td>\n",
       "      <td>-3.7616</td>\n",
       "      <td>-3.3113</td>\n",
       "      <td>-3.1494</td>\n",
       "      <td>-3.7566</td>\n",
       "      <td>-5.8482</td>\n",
       "      <td>-4.5653</td>\n",
       "      <td>-4.1581</td>\n",
       "      <td>-3.1154</td>\n",
       "      <td>-4.8104</td>\n",
       "      <td>-3.3702</td>\n",
       "      <td>-5.4443</td>\n",
       "      <td>-5.6533</td>\n",
       "      <td>-4.5690</td>\n",
       "      <td>-5.1519</td>\n",
       "      <td>-4.8191</td>\n",
       "      <td>-4.6546</td>\n",
       "      <td>-5.2714</td>\n",
       "      <td>-5.1293</td>\n",
       "      <td>-6.0529</td>\n",
       "      <td>-5.1690</td>\n",
       "      <td>-4.9617</td>\n",
       "      <td>-4.9436</td>\n",
       "      <td>-5.1384</td>\n",
       "      <td>-5.0430</td>\n",
       "      <td>-4.9057</td>\n",
       "      <td>-5.0475</td>\n",
       "      <td>-4.3764</td>\n",
       "      <td>-4.7530</td>\n",
       "      <td>-4.4611</td>\n",
       "      <td>-3.5597</td>\n",
       "      <td>-4.8648</td>\n",
       "      <td>-4.9088</td>\n",
       "      <td>-4.5405</td>\n",
       "      <td>-4.5395</td>\n",
       "      <td>-5.1551</td>\n",
       "      <td>-4.6811</td>\n",
       "      <td>-5.8527</td>\n",
       "      <td>-6.3664</td>\n",
       "      <td>-5.2364</td>\n",
       "      <td>-5.2527</td>\n",
       "      <td>-4.8727</td>\n",
       "      <td>-4.6970</td>\n",
       "      <td>-3.6056</td>\n",
       "      <td>-5.0970</td>\n",
       "      <td>-5.7859</td>\n",
       "      <td>-5.4422</td>\n",
       "      <td>-5.2042</td>\n",
       "      <td>-5.2537</td>\n",
       "      <td>-5.6742</td>\n",
       "      <td>-5.7689</td>\n",
       "      <td>-5.3033</td>\n",
       "      <td>-4.9418</td>\n",
       "      <td>-5.3665</td>\n",
       "      <td>-5.8020</td>\n",
       "      <td>-5.0573</td>\n",
       "      <td>-4.3119</td>\n",
       "      <td>-5.3336</td>\n",
       "      <td>-5.1594</td>\n",
       "      <td>-5.4373</td>\n",
       "      <td>-5.1234</td>\n",
       "      <td>-4.5865</td>\n",
       "      <td>-4.6526</td>\n",
       "      <td>-4.7419</td>\n",
       "      <td>-4.6857</td>\n",
       "      <td>-4.8250</td>\n",
       "      <td>-5.0896</td>\n",
       "      <td>-4.3602</td>\n",
       "      <td>-4.6218</td>\n",
       "      <td>-4.9356</td>\n",
       "      <td>-4.9974</td>\n",
       "      <td>-5.0453</td>\n",
       "      <td>-7.0977</td>\n",
       "      <td>-4.9139</td>\n",
       "      <td>-6.5417</td>\n",
       "      <td>-4.8876</td>\n",
       "      <td>-4.4558</td>\n",
       "      <td>-6.7406</td>\n",
       "      <td>-5.4109</td>\n",
       "      <td>-5.2078</td>\n",
       "      <td>-5.2403</td>\n",
       "      <td>-4.1085</td>\n",
       "      <td>-4.4730</td>\n",
       "      <td>-3.9448</td>\n",
       "      <td>-4.2348</td>\n",
       "      <td>-4.3549</td>\n",
       "      <td>-5.0560</td>\n",
       "      <td>-2.8912</td>\n",
       "      <td>-3.4926</td>\n",
       "      <td>-3.3809</td>\n",
       "      <td>-4.5677</td>\n",
       "      <td>-3.9241</td>\n",
       "      <td>-3.4145</td>\n",
       "      <td>-4.6216</td>\n",
       "      <td>-4.8934</td>\n",
       "      <td>-2.2247</td>\n",
       "      <td>-5.3675</td>\n",
       "      <td>-4.6195</td>\n",
       "      <td>-5.1028</td>\n",
       "      <td>-4.9472</td>\n",
       "      <td>-5.1915</td>\n",
       "      <td>-5.4707</td>\n",
       "      <td>-4.7625</td>\n",
       "      <td>-5.7326</td>\n",
       "      <td>-5.2553</td>\n",
       "      <td>-5.0277</td>\n",
       "      <td>-5.3984</td>\n",
       "      <td>-4.6515</td>\n",
       "      <td>-5.5951</td>\n",
       "      <td>-5.2498</td>\n",
       "      <td>-4.9000</td>\n",
       "      <td>-5.2126</td>\n",
       "      <td>-4.6630</td>\n",
       "      <td>-4.9599</td>\n",
       "      <td>-4.7385</td>\n",
       "      <td>-6.2097</td>\n",
       "      <td>-5.9331</td>\n",
       "      <td>-5.1967</td>\n",
       "      <td>-4.5734</td>\n",
       "      <td>-4.3002</td>\n",
       "      <td>-4.2637</td>\n",
       "      <td>-3.8464</td>\n",
       "      <td>-3.6526</td>\n",
       "      <td>-4.5925</td>\n",
       "      <td>-5.1080</td>\n",
       "      <td>-5.7119</td>\n",
       "      <td>-5.6562</td>\n",
       "      <td>-5.4437</td>\n",
       "      <td>-5.3049</td>\n",
       "      <td>-4.9615</td>\n",
       "      <td>-4.0387</td>\n",
       "      <td>-3.2505</td>\n",
       "      <td>-4.2896</td>\n",
       "      <td>-4.5396</td>\n",
       "      <td>-4.9212</td>\n",
       "      <td>-2.9650</td>\n",
       "      <td>-0.4960</td>\n",
       "      <td>-0.8623</td>\n",
       "      <td>1.5243</td>\n",
       "      <td>-0.3773</td>\n",
       "      <td>-0.8151</td>\n",
       "      <td>-1.5904</td>\n",
       "      <td>-5.2260</td>\n",
       "      <td>-0.5084</td>\n",
       "      <td>1.2308</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31247572</th>\n",
       "      <th>1</th>\n",
       "      <th>random</th>\n",
       "      <td>-6.5152</td>\n",
       "      <td>-2.9809</td>\n",
       "      <td>-5.5421</td>\n",
       "      <td>-3.5417</td>\n",
       "      <td>-3.0670</td>\n",
       "      <td>-3.6081</td>\n",
       "      <td>-5.9965</td>\n",
       "      <td>-3.4644</td>\n",
       "      <td>-4.0407</td>\n",
       "      <td>-2.2222</td>\n",
       "      <td>-3.0507</td>\n",
       "      <td>-2.9716</td>\n",
       "      <td>-2.7098</td>\n",
       "      <td>-8.1525</td>\n",
       "      <td>-5.5105</td>\n",
       "      <td>-4.5706</td>\n",
       "      <td>-7.4383</td>\n",
       "      <td>-7.1085</td>\n",
       "      <td>-5.9680</td>\n",
       "      <td>-6.0597</td>\n",
       "      <td>-6.8037</td>\n",
       "      <td>-9.3483</td>\n",
       "      <td>-7.0508</td>\n",
       "      <td>-7.1025</td>\n",
       "      <td>-5.9523</td>\n",
       "      <td>-6.2596</td>\n",
       "      <td>-4.4590</td>\n",
       "      <td>-3.0739</td>\n",
       "      <td>-4.4622</td>\n",
       "      <td>-3.2533</td>\n",
       "      <td>-4.0137</td>\n",
       "      <td>-5.1685</td>\n",
       "      <td>-5.2926</td>\n",
       "      <td>-5.0686</td>\n",
       "      <td>-7.2290</td>\n",
       "      <td>-4.6857</td>\n",
       "      <td>-5.0976</td>\n",
       "      <td>-3.5144</td>\n",
       "      <td>-6.1134</td>\n",
       "      <td>-6.2047</td>\n",
       "      <td>-4.1134</td>\n",
       "      <td>-4.7109</td>\n",
       "      <td>-3.3051</td>\n",
       "      <td>-4.4366</td>\n",
       "      <td>-4.7132</td>\n",
       "      <td>-3.2433</td>\n",
       "      <td>-5.1099</td>\n",
       "      <td>-3.7526</td>\n",
       "      <td>-7.3849</td>\n",
       "      <td>-2.2011</td>\n",
       "      <td>-1.6058</td>\n",
       "      <td>-3.1062</td>\n",
       "      <td>-1.4324</td>\n",
       "      <td>-1.7939</td>\n",
       "      <td>-1.4121</td>\n",
       "      <td>-6.5626</td>\n",
       "      <td>-4.1064</td>\n",
       "      <td>-2.9123</td>\n",
       "      <td>-4.0492</td>\n",
       "      <td>-2.0871</td>\n",
       "      <td>-3.4062</td>\n",
       "      <td>-3.5005</td>\n",
       "      <td>-3.3338</td>\n",
       "      <td>-3.1414</td>\n",
       "      <td>-5.4226</td>\n",
       "      <td>-2.9962</td>\n",
       "      <td>-7.0341</td>\n",
       "      <td>-6.6086</td>\n",
       "      <td>-4.8515</td>\n",
       "      <td>-5.4053</td>\n",
       "      <td>-4.9348</td>\n",
       "      <td>-2.8242</td>\n",
       "      <td>-2.6084</td>\n",
       "      <td>-5.4978</td>\n",
       "      <td>-5.7863</td>\n",
       "      <td>-4.6217</td>\n",
       "      <td>-4.5450</td>\n",
       "      <td>-4.9809</td>\n",
       "      <td>-5.0674</td>\n",
       "      <td>-5.6003</td>\n",
       "      <td>-4.0480</td>\n",
       "      <td>-4.6031</td>\n",
       "      <td>-3.6258</td>\n",
       "      <td>-4.9056</td>\n",
       "      <td>-3.8441</td>\n",
       "      <td>-3.2856</td>\n",
       "      <td>-4.2756</td>\n",
       "      <td>-5.3599</td>\n",
       "      <td>-5.3370</td>\n",
       "      <td>-3.6828</td>\n",
       "      <td>-3.1551</td>\n",
       "      <td>-2.6993</td>\n",
       "      <td>-2.8989</td>\n",
       "      <td>-2.1385</td>\n",
       "      <td>-2.7974</td>\n",
       "      <td>-3.7312</td>\n",
       "      <td>-4.3750</td>\n",
       "      <td>-3.6935</td>\n",
       "      <td>-3.5969</td>\n",
       "      <td>-7.7483</td>\n",
       "      <td>-5.0699</td>\n",
       "      <td>-6.8025</td>\n",
       "      <td>-5.0648</td>\n",
       "      <td>-6.4449</td>\n",
       "      <td>-4.3589</td>\n",
       "      <td>-2.3734</td>\n",
       "      <td>-6.1073</td>\n",
       "      <td>-2.1095</td>\n",
       "      <td>-5.9141</td>\n",
       "      <td>-4.0998</td>\n",
       "      <td>-3.9952</td>\n",
       "      <td>-5.4214</td>\n",
       "      <td>-1.9297</td>\n",
       "      <td>-8.1207</td>\n",
       "      <td>-4.6405</td>\n",
       "      <td>-6.8028</td>\n",
       "      <td>-4.2490</td>\n",
       "      <td>-3.3654</td>\n",
       "      <td>-4.2633</td>\n",
       "      <td>-3.6214</td>\n",
       "      <td>-2.7750</td>\n",
       "      <td>-3.7066</td>\n",
       "      <td>-5.2203</td>\n",
       "      <td>-5.9402</td>\n",
       "      <td>-2.8265</td>\n",
       "      <td>-4.2296</td>\n",
       "      <td>-6.7768</td>\n",
       "      <td>-7.8014</td>\n",
       "      <td>-7.6630</td>\n",
       "      <td>-8.4201</td>\n",
       "      <td>-7.3589</td>\n",
       "      <td>-5.0067</td>\n",
       "      <td>-6.5629</td>\n",
       "      <td>-3.9367</td>\n",
       "      <td>-3.2038</td>\n",
       "      <td>-2.1657</td>\n",
       "      <td>-2.6302</td>\n",
       "      <td>-2.1332</td>\n",
       "      <td>-1.3795</td>\n",
       "      <td>-2.1197</td>\n",
       "      <td>-2.4803</td>\n",
       "      <td>-4.7292</td>\n",
       "      <td>-5.1027</td>\n",
       "      <td>-3.4556</td>\n",
       "      <td>-5.8369</td>\n",
       "      <td>-5.6962</td>\n",
       "      <td>-3.3153</td>\n",
       "      <td>-3.8663</td>\n",
       "      <td>-3.4350</td>\n",
       "      <td>-4.9424</td>\n",
       "      <td>-3.1536</td>\n",
       "      <td>-2.8680</td>\n",
       "      <td>-3.7890</td>\n",
       "      <td>-3.9646</td>\n",
       "      <td>-4.0047</td>\n",
       "      <td>-3.9651</td>\n",
       "      <td>-3.4211</td>\n",
       "      <td>-3.7618</td>\n",
       "      <td>-4.9861</td>\n",
       "      <td>-2.6066</td>\n",
       "      <td>-2.9614</td>\n",
       "      <td>-3.7098</td>\n",
       "      <td>-4.2251</td>\n",
       "      <td>-4.3638</td>\n",
       "      <td>-2.4337</td>\n",
       "      <td>0.2235</td>\n",
       "      <td>-0.5721</td>\n",
       "      <td>0.1647</td>\n",
       "      <td>-1.0279</td>\n",
       "      <td>-1.2806</td>\n",
       "      <td>0.2294</td>\n",
       "      <td>-5.2260</td>\n",
       "      <td>-2.0041</td>\n",
       "      <td>-0.3013</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15916363</th>\n",
       "      <th>2</th>\n",
       "      <th>random</th>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-23.0259</td>\n",
       "      <td>-5.4370</td>\n",
       "      <td>-3.9923</td>\n",
       "      <td>-2.0866</td>\n",
       "      <td>-1.9466</td>\n",
       "      <td>-6.0113</td>\n",
       "      <td>-5.0589</td>\n",
       "      <td>-3.7375</td>\n",
       "      <td>-5.2260</td>\n",
       "      <td>-2.5917</td>\n",
       "      <td>-4.1814</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30059280</th>\n",
       "      <th>3</th>\n",
       "      <th>random</th>\n",
       "      <td>-3.9343</td>\n",
       "      <td>-4.3501</td>\n",
       "      <td>-3.6008</td>\n",
       "      <td>-4.4388</td>\n",
       "      <td>-2.2105</td>\n",
       "      <td>-2.9649</td>\n",
       "      <td>-4.6029</td>\n",
       "      <td>-4.7296</td>\n",
       "      <td>-4.5630</td>\n",
       "      <td>-4.6422</td>\n",
       "      <td>-4.2738</td>\n",
       "      <td>-4.5800</td>\n",
       "      <td>-3.5294</td>\n",
       "      <td>-4.8593</td>\n",
       "      <td>-4.7816</td>\n",
       "      <td>-3.1656</td>\n",
       "      <td>-4.8107</td>\n",
       "      <td>-5.4903</td>\n",
       "      <td>-5.0212</td>\n",
       "      <td>-3.8037</td>\n",
       "      <td>-4.6086</td>\n",
       "      <td>-5.0222</td>\n",
       "      <td>-4.6435</td>\n",
       "      <td>-4.7096</td>\n",
       "      <td>-3.6762</td>\n",
       "      <td>-3.5979</td>\n",
       "      <td>-2.7602</td>\n",
       "      <td>-2.3369</td>\n",
       "      <td>-4.0774</td>\n",
       "      <td>-2.2737</td>\n",
       "      <td>-3.9440</td>\n",
       "      <td>-3.4240</td>\n",
       "      <td>-3.0128</td>\n",
       "      <td>-3.9496</td>\n",
       "      <td>-4.8529</td>\n",
       "      <td>-4.5139</td>\n",
       "      <td>-3.4229</td>\n",
       "      <td>-3.2033</td>\n",
       "      <td>-4.9729</td>\n",
       "      <td>-4.0745</td>\n",
       "      <td>-4.3591</td>\n",
       "      <td>-4.4705</td>\n",
       "      <td>-4.1615</td>\n",
       "      <td>-4.7409</td>\n",
       "      <td>-4.4433</td>\n",
       "      <td>-4.3805</td>\n",
       "      <td>-2.7730</td>\n",
       "      <td>-4.4020</td>\n",
       "      <td>-5.9656</td>\n",
       "      <td>-4.1455</td>\n",
       "      <td>-3.6836</td>\n",
       "      <td>-3.4472</td>\n",
       "      <td>-4.5503</td>\n",
       "      <td>-3.5141</td>\n",
       "      <td>-3.5989</td>\n",
       "      <td>-3.7638</td>\n",
       "      <td>-4.4573</td>\n",
       "      <td>-3.8671</td>\n",
       "      <td>-4.0276</td>\n",
       "      <td>-3.5272</td>\n",
       "      <td>-4.2042</td>\n",
       "      <td>-4.3345</td>\n",
       "      <td>-4.2618</td>\n",
       "      <td>-4.1681</td>\n",
       "      <td>-4.5868</td>\n",
       "      <td>-3.9356</td>\n",
       "      <td>-5.0720</td>\n",
       "      <td>-3.5885</td>\n",
       "      <td>-4.0017</td>\n",
       "      <td>-3.1717</td>\n",
       "      <td>-4.7394</td>\n",
       "      <td>-3.9228</td>\n",
       "      <td>-3.6160</td>\n",
       "      <td>-4.5999</td>\n",
       "      <td>-5.0091</td>\n",
       "      <td>-4.5997</td>\n",
       "      <td>-4.2752</td>\n",
       "      <td>-4.6365</td>\n",
       "      <td>-4.6434</td>\n",
       "      <td>-4.7792</td>\n",
       "      <td>-4.3051</td>\n",
       "      <td>-4.2107</td>\n",
       "      <td>-4.2408</td>\n",
       "      <td>-4.7696</td>\n",
       "      <td>-4.5278</td>\n",
       "      <td>-4.1517</td>\n",
       "      <td>-4.4771</td>\n",
       "      <td>-4.8013</td>\n",
       "      <td>-4.6594</td>\n",
       "      <td>-4.3833</td>\n",
       "      <td>-3.8467</td>\n",
       "      <td>-3.8195</td>\n",
       "      <td>-2.8342</td>\n",
       "      <td>-4.3553</td>\n",
       "      <td>-4.3992</td>\n",
       "      <td>-4.3612</td>\n",
       "      <td>-3.4473</td>\n",
       "      <td>-3.5837</td>\n",
       "      <td>-4.2339</td>\n",
       "      <td>-4.5997</td>\n",
       "      <td>-4.1000</td>\n",
       "      <td>-3.9159</td>\n",
       "      <td>-4.6041</td>\n",
       "      <td>-3.6317</td>\n",
       "      <td>-4.0402</td>\n",
       "      <td>-3.1564</td>\n",
       "      <td>-4.3717</td>\n",
       "      <td>-4.1194</td>\n",
       "      <td>-2.9778</td>\n",
       "      <td>-4.1740</td>\n",
       "      <td>-3.1675</td>\n",
       "      <td>-3.9582</td>\n",
       "      <td>-3.4298</td>\n",
       "      <td>-4.2435</td>\n",
       "      <td>-4.4066</td>\n",
       "      <td>-4.6529</td>\n",
       "      <td>-2.8920</td>\n",
       "      <td>-3.5342</td>\n",
       "      <td>-3.2413</td>\n",
       "      <td>-4.2093</td>\n",
       "      <td>-2.7963</td>\n",
       "      <td>-2.7565</td>\n",
       "      <td>-3.1292</td>\n",
       "      <td>-3.5197</td>\n",
       "      <td>-2.6144</td>\n",
       "      <td>-4.1569</td>\n",
       "      <td>-3.8999</td>\n",
       "      <td>-4.4053</td>\n",
       "      <td>-4.2747</td>\n",
       "      <td>-4.5145</td>\n",
       "      <td>-4.4951</td>\n",
       "      <td>-3.3686</td>\n",
       "      <td>-3.6322</td>\n",
       "      <td>-3.9056</td>\n",
       "      <td>-3.5901</td>\n",
       "      <td>-3.7581</td>\n",
       "      <td>-4.6471</td>\n",
       "      <td>-4.0226</td>\n",
       "      <td>-3.5481</td>\n",
       "      <td>-3.9705</td>\n",
       "      <td>-4.0973</td>\n",
       "      <td>-3.7207</td>\n",
       "      <td>-3.9076</td>\n",
       "      <td>-3.0544</td>\n",
       "      <td>-3.2374</td>\n",
       "      <td>-3.8717</td>\n",
       "      <td>-3.4505</td>\n",
       "      <td>-1.5322</td>\n",
       "      <td>-1.2031</td>\n",
       "      <td>-4.1491</td>\n",
       "      <td>-3.2066</td>\n",
       "      <td>-3.0628</td>\n",
       "      <td>-2.4345</td>\n",
       "      <td>-3.3132</td>\n",
       "      <td>-3.7850</td>\n",
       "      <td>-3.6497</td>\n",
       "      <td>-3.7079</td>\n",
       "      <td>-4.1498</td>\n",
       "      <td>-3.6984</td>\n",
       "      <td>-2.6021</td>\n",
       "      <td>-3.9430</td>\n",
       "      <td>-3.0214</td>\n",
       "      <td>-3.0529</td>\n",
       "      <td>-4.5502</td>\n",
       "      <td>-2.9409</td>\n",
       "      <td>-1.6887</td>\n",
       "      <td>-1.2967</td>\n",
       "      <td>-0.0343</td>\n",
       "      <td>-2.3658</td>\n",
       "      <td>-2.2324</td>\n",
       "      <td>-1.9721</td>\n",
       "      <td>-4.5785</td>\n",
       "      <td>-2.9836</td>\n",
       "      <td>-2.4030</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25383393</th>\n",
       "      <th>4</th>\n",
       "      <th>random</th>\n",
       "      <td>-5.3061</td>\n",
       "      <td>-9.8829</td>\n",
       "      <td>-5.0903</td>\n",
       "      <td>-5.4448</td>\n",
       "      <td>-3.4841</td>\n",
       "      <td>-5.2407</td>\n",
       "      <td>-6.0227</td>\n",
       "      <td>-5.8474</td>\n",
       "      <td>-5.8283</td>\n",
       "      <td>-5.2101</td>\n",
       "      <td>-5.5929</td>\n",
       "      <td>-5.8365</td>\n",
       "      <td>-5.2830</td>\n",
       "      <td>-7.1837</td>\n",
       "      <td>-6.5922</td>\n",
       "      <td>-5.1845</td>\n",
       "      <td>-7.1264</td>\n",
       "      <td>-8.4039</td>\n",
       "      <td>-8.1532</td>\n",
       "      <td>-5.4531</td>\n",
       "      <td>-6.4310</td>\n",
       "      <td>-6.2685</td>\n",
       "      <td>-6.0785</td>\n",
       "      <td>-6.2790</td>\n",
       "      <td>-7.1117</td>\n",
       "      <td>-5.5881</td>\n",
       "      <td>-3.6487</td>\n",
       "      <td>-5.1322</td>\n",
       "      <td>-6.8418</td>\n",
       "      <td>-3.4534</td>\n",
       "      <td>-6.8924</td>\n",
       "      <td>-5.5104</td>\n",
       "      <td>-4.5171</td>\n",
       "      <td>-6.8983</td>\n",
       "      <td>-6.9972</td>\n",
       "      <td>-8.3509</td>\n",
       "      <td>-6.7900</td>\n",
       "      <td>-4.3299</td>\n",
       "      <td>-6.1413</td>\n",
       "      <td>-5.4115</td>\n",
       "      <td>-9.3761</td>\n",
       "      <td>-8.8954</td>\n",
       "      <td>-8.4846</td>\n",
       "      <td>-9.0340</td>\n",
       "      <td>-8.6245</td>\n",
       "      <td>-8.5602</td>\n",
       "      <td>-6.2256</td>\n",
       "      <td>-8.9235</td>\n",
       "      <td>-5.0074</td>\n",
       "      <td>-3.9517</td>\n",
       "      <td>-4.8043</td>\n",
       "      <td>-4.2565</td>\n",
       "      <td>-2.8568</td>\n",
       "      <td>-2.6848</td>\n",
       "      <td>-3.0384</td>\n",
       "      <td>-4.2036</td>\n",
       "      <td>-8.5583</td>\n",
       "      <td>-6.3983</td>\n",
       "      <td>-8.4360</td>\n",
       "      <td>-7.3650</td>\n",
       "      <td>-7.4050</td>\n",
       "      <td>-8.6042</td>\n",
       "      <td>-7.1033</td>\n",
       "      <td>-7.9818</td>\n",
       "      <td>-7.8452</td>\n",
       "      <td>-7.2306</td>\n",
       "      <td>-3.8894</td>\n",
       "      <td>-5.0085</td>\n",
       "      <td>-7.9968</td>\n",
       "      <td>-6.3301</td>\n",
       "      <td>-8.4661</td>\n",
       "      <td>-6.5425</td>\n",
       "      <td>-2.4210</td>\n",
       "      <td>-7.2734</td>\n",
       "      <td>-6.5889</td>\n",
       "      <td>-5.9366</td>\n",
       "      <td>-5.8592</td>\n",
       "      <td>-6.5869</td>\n",
       "      <td>-6.2503</td>\n",
       "      <td>-6.6406</td>\n",
       "      <td>-6.0231</td>\n",
       "      <td>-6.4117</td>\n",
       "      <td>-7.5802</td>\n",
       "      <td>-6.2862</td>\n",
       "      <td>-7.7526</td>\n",
       "      <td>-9.0352</td>\n",
       "      <td>-8.6050</td>\n",
       "      <td>-5.0976</td>\n",
       "      <td>-5.3941</td>\n",
       "      <td>-6.3780</td>\n",
       "      <td>-5.2120</td>\n",
       "      <td>-7.2404</td>\n",
       "      <td>-3.6124</td>\n",
       "      <td>-3.7953</td>\n",
       "      <td>-4.7154</td>\n",
       "      <td>-8.3491</td>\n",
       "      <td>-7.2468</td>\n",
       "      <td>-8.7776</td>\n",
       "      <td>-8.0922</td>\n",
       "      <td>-5.3022</td>\n",
       "      <td>-4.9490</td>\n",
       "      <td>-5.6309</td>\n",
       "      <td>-4.3446</td>\n",
       "      <td>-5.3146</td>\n",
       "      <td>-8.7057</td>\n",
       "      <td>-7.4049</td>\n",
       "      <td>-7.4556</td>\n",
       "      <td>-4.7268</td>\n",
       "      <td>-3.1893</td>\n",
       "      <td>-7.9581</td>\n",
       "      <td>-5.3695</td>\n",
       "      <td>-5.1630</td>\n",
       "      <td>-2.9375</td>\n",
       "      <td>-4.8213</td>\n",
       "      <td>-4.9960</td>\n",
       "      <td>-5.6974</td>\n",
       "      <td>-3.9683</td>\n",
       "      <td>-6.4912</td>\n",
       "      <td>-5.4759</td>\n",
       "      <td>-6.2677</td>\n",
       "      <td>-3.6381</td>\n",
       "      <td>-5.1816</td>\n",
       "      <td>-5.2936</td>\n",
       "      <td>-4.5778</td>\n",
       "      <td>-3.2259</td>\n",
       "      <td>-7.6925</td>\n",
       "      <td>-5.0667</td>\n",
       "      <td>-4.9516</td>\n",
       "      <td>-4.7130</td>\n",
       "      <td>-4.6974</td>\n",
       "      <td>-7.0202</td>\n",
       "      <td>-4.5878</td>\n",
       "      <td>-6.2665</td>\n",
       "      <td>-7.2077</td>\n",
       "      <td>-4.1165</td>\n",
       "      <td>-3.6410</td>\n",
       "      <td>-4.2118</td>\n",
       "      <td>-5.4990</td>\n",
       "      <td>-5.0639</td>\n",
       "      <td>-3.8103</td>\n",
       "      <td>-4.4362</td>\n",
       "      <td>-7.0004</td>\n",
       "      <td>-6.8689</td>\n",
       "      <td>-7.1552</td>\n",
       "      <td>-5.3831</td>\n",
       "      <td>-5.8720</td>\n",
       "      <td>-4.9648</td>\n",
       "      <td>-8.0266</td>\n",
       "      <td>-7.8603</td>\n",
       "      <td>-4.4313</td>\n",
       "      <td>-7.7913</td>\n",
       "      <td>-8.1123</td>\n",
       "      <td>-6.1465</td>\n",
       "      <td>-6.3328</td>\n",
       "      <td>-6.0057</td>\n",
       "      <td>-5.4825</td>\n",
       "      <td>-3.5971</td>\n",
       "      <td>-5.7387</td>\n",
       "      <td>-5.5831</td>\n",
       "      <td>-6.6521</td>\n",
       "      <td>-6.1270</td>\n",
       "      <td>-4.4873</td>\n",
       "      <td>-3.1629</td>\n",
       "      <td>-6.3572</td>\n",
       "      <td>0.5416</td>\n",
       "      <td>-1.4941</td>\n",
       "      <td>-0.5571</td>\n",
       "      <td>-0.6616</td>\n",
       "      <td>-0.8191</td>\n",
       "      <td>0.1469</td>\n",
       "      <td>-0.0918</td>\n",
       "      <td>-5.2260</td>\n",
       "      <td>1.3791</td>\n",
       "      <td>-0.7971</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                                            Basset/8988T  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                 \n",
       "chr22               29765964               0                  random             -3.5245   \n",
       "                    31247572               1                  random             -6.5152   \n",
       "                    15916363               2                  random            -23.0259   \n",
       "                    30059280               3                  random             -3.9343   \n",
       "                    25383393               4                  random             -5.3061   \n",
       "\n",
       "                                                                            Basset/AoSMC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                 \n",
       "chr22               29765964               0                  random             -4.5970   \n",
       "                    31247572               1                  random             -2.9809   \n",
       "                    15916363               2                  random            -23.0259   \n",
       "                    30059280               3                  random             -4.3501   \n",
       "                    25383393               4                  random             -9.8829   \n",
       "\n",
       "                                                                            Basset/Chorion  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -3.2162   \n",
       "                    31247572               1                  random               -5.5421   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -3.6008   \n",
       "                    25383393               4                  random               -5.0903   \n",
       "\n",
       "                                                                            Basset/CLL  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set               \n",
       "chr22               29765964               0                  random           -4.8977   \n",
       "                    31247572               1                  random           -3.5417   \n",
       "                    15916363               2                  random          -23.0259   \n",
       "                    30059280               3                  random           -4.4388   \n",
       "                    25383393               4                  random           -5.4448   \n",
       "\n",
       "                                                                            Basset/Fibrobl  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -1.6355   \n",
       "                    31247572               1                  random               -3.0670   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -2.2105   \n",
       "                    25383393               4                  random               -3.4841   \n",
       "\n",
       "                                                                            Basset/FibroP  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                  \n",
       "chr22               29765964               0                  random              -2.5358   \n",
       "                    31247572               1                  random              -3.6081   \n",
       "                    15916363               2                  random             -23.0259   \n",
       "                    30059280               3                  random              -2.9649   \n",
       "                    25383393               4                  random              -5.2407   \n",
       "\n",
       "                                                                            Basset/Gliobla  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -4.1492   \n",
       "                    31247572               1                  random               -5.9965   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -4.6029   \n",
       "                    25383393               4                  random               -6.0227   \n",
       "\n",
       "                                                                            Basset/GM12891  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -4.8990   \n",
       "                    31247572               1                  random               -3.4644   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -4.7296   \n",
       "                    25383393               4                  random               -5.8474   \n",
       "\n",
       "                                                                            Basset/GM12892  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -4.4913   \n",
       "                    31247572               1                  random               -4.0407   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -4.5630   \n",
       "                    25383393               4                  random               -5.8283   \n",
       "\n",
       "                                                                            Basset/GM18507  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -5.1421   \n",
       "                    31247572               1                  random               -2.2222   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -4.6422   \n",
       "                    25383393               4                  random               -5.2101   \n",
       "\n",
       "                                                                            Basset/GM19238  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -4.4649   \n",
       "                    31247572               1                  random               -3.0507   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -4.2738   \n",
       "                    25383393               4                  random               -5.5929   \n",
       "\n",
       "                                                                            Basset/GM19239  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -4.7740   \n",
       "                    31247572               1                  random               -2.9716   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -4.5800   \n",
       "                    25383393               4                  random               -5.8365   \n",
       "\n",
       "                                                                            Basset/GM19240  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -3.6711   \n",
       "                    31247572               1                  random               -2.7098   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -3.5294   \n",
       "                    25383393               4                  random               -5.2830   \n",
       "\n",
       "                                                                            Basset/H9ES  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                \n",
       "chr22               29765964               0                  random            -5.1223   \n",
       "                    31247572               1                  random            -8.1525   \n",
       "                    15916363               2                  random           -23.0259   \n",
       "                    30059280               3                  random            -4.8593   \n",
       "                    25383393               4                  random            -7.1837   \n",
       "\n",
       "                                                                            Basset/HeLa-S3_IFNa4h  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                          \n",
       "chr22               29765964               0                  random                      -4.7090   \n",
       "                    31247572               1                  random                      -5.5105   \n",
       "                    15916363               2                  random                     -23.0259   \n",
       "                    30059280               3                  random                      -4.7816   \n",
       "                    25383393               4                  random                      -6.5922   \n",
       "\n",
       "                                                                            Basset/Hepatocytes  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                       \n",
       "chr22               29765964               0                  random                   -2.4865   \n",
       "                    31247572               1                  random                   -4.5706   \n",
       "                    15916363               2                  random                  -23.0259   \n",
       "                    30059280               3                  random                   -3.1656   \n",
       "                    25383393               4                  random                   -5.1845   \n",
       "\n",
       "                                                                            Basset/HPDE6-E6E7  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                      \n",
       "chr22               29765964               0                  random                  -6.1839   \n",
       "                    31247572               1                  random                  -7.4383   \n",
       "                    15916363               2                  random                 -23.0259   \n",
       "                    30059280               3                  random                  -4.8107   \n",
       "                    25383393               4                  random                  -7.1264   \n",
       "\n",
       "                                                                            Basset/HSMM_emb  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                    \n",
       "chr22               29765964               0                  random                -5.3981   \n",
       "                    31247572               1                  random                -7.1085   \n",
       "                    15916363               2                  random               -23.0259   \n",
       "                    30059280               3                  random                -5.4903   \n",
       "                    25383393               4                  random                -8.4039   \n",
       "\n",
       "                                                                            Basset/HTR8svn  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -5.4411   \n",
       "                    31247572               1                  random               -5.9680   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -5.0212   \n",
       "                    25383393               4                  random               -8.1532   \n",
       "\n",
       "                                                                            Basset/Huh-7_5  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -3.9008   \n",
       "                    31247572               1                  random               -6.0597   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -3.8037   \n",
       "                    25383393               4                  random               -5.4531   \n",
       "\n",
       "                                                                            Basset/Huh-7  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                 \n",
       "chr22               29765964               0                  random             -5.0908   \n",
       "                    31247572               1                  random             -6.8037   \n",
       "                    15916363               2                  random            -23.0259   \n",
       "                    30059280               3                  random             -4.6086   \n",
       "                    25383393               4                  random             -6.4310   \n",
       "\n",
       "                                                                            Basset/iPS  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set               \n",
       "chr22               29765964               0                  random           -4.4152   \n",
       "                    31247572               1                  random           -9.3483   \n",
       "                    15916363               2                  random          -23.0259   \n",
       "                    30059280               3                  random           -5.0222   \n",
       "                    25383393               4                  random           -6.2685   \n",
       "\n",
       "                                                                            Basset/Ishikawa_Estradiol  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                              \n",
       "chr22               29765964               0                  random                         -4.8983    \n",
       "                    31247572               1                  random                         -7.0508    \n",
       "                    15916363               2                  random                        -23.0259    \n",
       "                    30059280               3                  random                         -4.6435    \n",
       "                    25383393               4                  random                         -6.0785    \n",
       "\n",
       "                                                                            Basset/Ishikawa_4OHTAM  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                           \n",
       "chr22               29765964               0                  random                       -4.9953   \n",
       "                    31247572               1                  random                       -7.1025   \n",
       "                    15916363               2                  random                      -23.0259   \n",
       "                    30059280               3                  random                       -4.7096   \n",
       "                    25383393               4                  random                       -6.2790   \n",
       "\n",
       "                                                                            Basset/LNCaP_androgen  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                          \n",
       "chr22               29765964               0                  random                      -4.8596   \n",
       "                    31247572               1                  random                      -5.9523   \n",
       "                    15916363               2                  random                     -23.0259   \n",
       "                    30059280               3                  random                      -3.6762   \n",
       "                    25383393               4                  random                      -7.1117   \n",
       "\n",
       "                                                                            Basset/MCF-7_Hypoxia  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                         \n",
       "chr22               29765964               0                  random                     -4.0661   \n",
       "                    31247572               1                  random                     -6.2596   \n",
       "                    15916363               2                  random                    -23.0259   \n",
       "                    30059280               3                  random                     -3.5979   \n",
       "                    25383393               4                  random                     -5.5881   \n",
       "\n",
       "                                                                            Basset/Medullo  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -2.4758   \n",
       "                    31247572               1                  random               -4.4590   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -2.7602   \n",
       "                    25383393               4                  random               -3.6487   \n",
       "\n",
       "                                                                            Basset/Melano  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                  \n",
       "chr22               29765964               0                  random              -2.3654   \n",
       "                    31247572               1                  random              -3.0739   \n",
       "                    15916363               2                  random             -23.0259   \n",
       "                    30059280               3                  random              -2.3369   \n",
       "                    25383393               4                  random              -5.1322   \n",
       "\n",
       "                                                                            Basset/Myometr  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -3.6157   \n",
       "                    31247572               1                  random               -4.4622   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -4.0774   \n",
       "                    25383393               4                  random               -6.8418   \n",
       "\n",
       "                                                                            Basset/Osteobl  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -1.6737   \n",
       "                    31247572               1                  random               -3.2533   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -2.2737   \n",
       "                    25383393               4                  random               -3.4534   \n",
       "\n",
       "                                                                            Basset/PanIsletD  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                     \n",
       "chr22               29765964               0                  random                 -3.7616   \n",
       "                    31247572               1                  random                 -4.0137   \n",
       "                    15916363               2                  random                -23.0259   \n",
       "                    30059280               3                  random                 -3.9440   \n",
       "                    25383393               4                  random                 -6.8924   \n",
       "\n",
       "                                                                            Basset/PanIslets  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                     \n",
       "chr22               29765964               0                  random                 -3.3113   \n",
       "                    31247572               1                  random                 -5.1685   \n",
       "                    15916363               2                  random                -23.0259   \n",
       "                    30059280               3                  random                 -3.4240   \n",
       "                    25383393               4                  random                 -5.5104   \n",
       "\n",
       "                                                                            Basset/pHTE  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                \n",
       "chr22               29765964               0                  random            -3.1494   \n",
       "                    31247572               1                  random            -5.2926   \n",
       "                    15916363               2                  random           -23.0259   \n",
       "                    30059280               3                  random            -3.0128   \n",
       "                    25383393               4                  random            -4.5171   \n",
       "\n",
       "                                                                            Basset/ProgFib  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -3.7566   \n",
       "                    31247572               1                  random               -5.0686   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -3.9496   \n",
       "                    25383393               4                  random               -6.8983   \n",
       "\n",
       "                                                                            Basset/RWPE1  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                 \n",
       "chr22               29765964               0                  random             -5.8482   \n",
       "                    31247572               1                  random             -7.2290   \n",
       "                    15916363               2                  random            -23.0259   \n",
       "                    30059280               3                  random             -4.8529   \n",
       "                    25383393               4                  random             -6.9972   \n",
       "\n",
       "                                                                            Basset/Stellate  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                    \n",
       "chr22               29765964               0                  random                -4.5653   \n",
       "                    31247572               1                  random                -4.6857   \n",
       "                    15916363               2                  random               -23.0259   \n",
       "                    30059280               3                  random                -4.5139   \n",
       "                    25383393               4                  random                -8.3509   \n",
       "\n",
       "                                                                            Basset/T-47D  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                 \n",
       "chr22               29765964               0                  random             -4.1581   \n",
       "                    31247572               1                  random             -5.0976   \n",
       "                    15916363               2                  random            -23.0259   \n",
       "                    30059280               3                  random             -3.4229   \n",
       "                    25383393               4                  random             -6.7900   \n",
       "\n",
       "                                                                            Basset/CD4_Th0  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -3.1154   \n",
       "                    31247572               1                  random               -3.5144   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -3.2033   \n",
       "                    25383393               4                  random               -4.3299   \n",
       "\n",
       "                                                                            Basset/Urothelia  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                     \n",
       "chr22               29765964               0                  random                 -4.8104   \n",
       "                    31247572               1                  random                 -6.1134   \n",
       "                    15916363               2                  random                -23.0259   \n",
       "                    30059280               3                  random                 -4.9729   \n",
       "                    25383393               4                  random                 -6.1413   \n",
       "\n",
       "                                                                            Basset/Urothelia_UT189  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                           \n",
       "chr22               29765964               0                  random                       -3.3702   \n",
       "                    31247572               1                  random                       -6.2047   \n",
       "                    15916363               2                  random                      -23.0259   \n",
       "                    30059280               3                  random                       -4.0745   \n",
       "                    25383393               4                  random                       -5.4115   \n",
       "\n",
       "                                                                            Basset/AG04449  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -5.4443   \n",
       "                    31247572               1                  random               -4.1134   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -4.3591   \n",
       "                    25383393               4                  random               -9.3761   \n",
       "\n",
       "                                                                            Basset/AG04450  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -5.6533   \n",
       "                    31247572               1                  random               -4.7109   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -4.4705   \n",
       "                    25383393               4                  random               -8.8954   \n",
       "\n",
       "                                                                            Basset/AG09309  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -4.5690   \n",
       "                    31247572               1                  random               -3.3051   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -4.1615   \n",
       "                    25383393               4                  random               -8.4846   \n",
       "\n",
       "                                                                            Basset/AG09319  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -5.1519   \n",
       "                    31247572               1                  random               -4.4366   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -4.7409   \n",
       "                    25383393               4                  random               -9.0340   \n",
       "\n",
       "                                                                            Basset/AG10803  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -4.8191   \n",
       "                    31247572               1                  random               -4.7132   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -4.4433   \n",
       "                    25383393               4                  random               -8.6245   \n",
       "\n",
       "                                                                            Basset/AoAF  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                \n",
       "chr22               29765964               0                  random            -4.6546   \n",
       "                    31247572               1                  random            -3.2433   \n",
       "                    15916363               2                  random           -23.0259   \n",
       "                    30059280               3                  random            -4.3805   \n",
       "                    25383393               4                  random            -8.5602   \n",
       "\n",
       "                                                                            Basset/BE2_C  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                 \n",
       "chr22               29765964               0                  random             -5.2714   \n",
       "                    31247572               1                  random             -5.1099   \n",
       "                    15916363               2                  random            -23.0259   \n",
       "                    30059280               3                  random             -2.7730   \n",
       "                    25383393               4                  random             -6.2256   \n",
       "\n",
       "                                                                            Basset/BJ  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set              \n",
       "chr22               29765964               0                  random          -5.1293   \n",
       "                    31247572               1                  random          -3.7526   \n",
       "                    15916363               2                  random         -23.0259   \n",
       "                    30059280               3                  random          -4.4020   \n",
       "                    25383393               4                  random          -8.9235   \n",
       "\n",
       "                                                                            Basset/Caco-2  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                  \n",
       "chr22               29765964               0                  random              -6.0529   \n",
       "                    31247572               1                  random              -7.3849   \n",
       "                    15916363               2                  random             -23.0259   \n",
       "                    30059280               3                  random              -5.9656   \n",
       "                    25383393               4                  random              -5.0074   \n",
       "\n",
       "                                                                            Basset/CD20+  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                 \n",
       "chr22               29765964               0                  random             -5.1690   \n",
       "                    31247572               1                  random             -2.2011   \n",
       "                    15916363               2                  random            -23.0259   \n",
       "                    30059280               3                  random             -4.1455   \n",
       "                    25383393               4                  random             -3.9517   \n",
       "\n",
       "                                                                            Basset/CD34+  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                 \n",
       "chr22               29765964               0                  random             -4.9617   \n",
       "                    31247572               1                  random             -1.6058   \n",
       "                    15916363               2                  random            -23.0259   \n",
       "                    30059280               3                  random             -3.6836   \n",
       "                    25383393               4                  random             -4.8043   \n",
       "\n",
       "                                                                            Basset/CMK  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set               \n",
       "chr22               29765964               0                  random           -4.9436   \n",
       "                    31247572               1                  random           -3.1062   \n",
       "                    15916363               2                  random          -23.0259   \n",
       "                    30059280               3                  random           -3.4472   \n",
       "                    25383393               4                  random           -4.2565   \n",
       "\n",
       "                                                                            Basset/GM06990  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -5.1384   \n",
       "                    31247572               1                  random               -1.4324   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -4.5503   \n",
       "                    25383393               4                  random               -2.8568   \n",
       "\n",
       "                                                                            Basset/GM12864  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -5.0430   \n",
       "                    31247572               1                  random               -1.7939   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -3.5141   \n",
       "                    25383393               4                  random               -2.6848   \n",
       "\n",
       "                                                                            Basset/GM12865  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -4.9057   \n",
       "                    31247572               1                  random               -1.4121   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -3.5989   \n",
       "                    25383393               4                  random               -3.0384   \n",
       "\n",
       "                                                                            Basset/H7-hESC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -5.0475   \n",
       "                    31247572               1                  random               -6.5626   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -3.7638   \n",
       "                    25383393               4                  random               -4.2036   \n",
       "\n",
       "                                                                            Basset/HAc  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set               \n",
       "chr22               29765964               0                  random           -4.3764   \n",
       "                    31247572               1                  random           -4.1064   \n",
       "                    15916363               2                  random          -23.0259   \n",
       "                    30059280               3                  random           -4.4573   \n",
       "                    25383393               4                  random           -8.5583   \n",
       "\n",
       "                                                                            Basset/HAEpiC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                  \n",
       "chr22               29765964               0                  random              -4.7530   \n",
       "                    31247572               1                  random              -2.9123   \n",
       "                    15916363               2                  random             -23.0259   \n",
       "                    30059280               3                  random              -3.8671   \n",
       "                    25383393               4                  random              -6.3983   \n",
       "\n",
       "                                                                            Basset/HA-h  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                \n",
       "chr22               29765964               0                  random            -4.4611   \n",
       "                    31247572               1                  random            -4.0492   \n",
       "                    15916363               2                  random           -23.0259   \n",
       "                    30059280               3                  random            -4.0276   \n",
       "                    25383393               4                  random            -8.4360   \n",
       "\n",
       "                                                                            Basset/HA-sp  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                 \n",
       "chr22               29765964               0                  random             -3.5597   \n",
       "                    31247572               1                  random             -2.0871   \n",
       "                    15916363               2                  random            -23.0259   \n",
       "                    30059280               3                  random             -3.5272   \n",
       "                    25383393               4                  random             -7.3650   \n",
       "\n",
       "                                                                            Basset/HBMEC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                 \n",
       "chr22               29765964               0                  random             -4.8648   \n",
       "                    31247572               1                  random             -3.4062   \n",
       "                    15916363               2                  random            -23.0259   \n",
       "                    30059280               3                  random             -4.2042   \n",
       "                    25383393               4                  random             -7.4050   \n",
       "\n",
       "                                                                            Basset/HCF  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set               \n",
       "chr22               29765964               0                  random           -4.9088   \n",
       "                    31247572               1                  random           -3.5005   \n",
       "                    15916363               2                  random          -23.0259   \n",
       "                    30059280               3                  random           -4.3345   \n",
       "                    25383393               4                  random           -8.6042   \n",
       "\n",
       "                                                                            Basset/HCFaa  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                 \n",
       "chr22               29765964               0                  random             -4.5405   \n",
       "                    31247572               1                  random             -3.3338   \n",
       "                    15916363               2                  random            -23.0259   \n",
       "                    30059280               3                  random             -4.2618   \n",
       "                    25383393               4                  random             -7.1033   \n",
       "\n",
       "                                                                            Basset/HCM  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set               \n",
       "chr22               29765964               0                  random           -4.5395   \n",
       "                    31247572               1                  random           -3.1414   \n",
       "                    15916363               2                  random          -23.0259   \n",
       "                    30059280               3                  random           -4.1681   \n",
       "                    25383393               4                  random           -7.9818   \n",
       "\n",
       "                                                                            Basset/HConF  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                 \n",
       "chr22               29765964               0                  random             -5.1551   \n",
       "                    31247572               1                  random             -5.4226   \n",
       "                    15916363               2                  random            -23.0259   \n",
       "                    30059280               3                  random             -4.5868   \n",
       "                    25383393               4                  random             -7.8452   \n",
       "\n",
       "                                                                            Basset/HCPEpiC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -4.6811   \n",
       "                    31247572               1                  random               -2.9962   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -3.9356   \n",
       "                    25383393               4                  random               -7.2306   \n",
       "\n",
       "                                                                            Basset/HCT-116  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -5.8527   \n",
       "                    31247572               1                  random               -7.0341   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -5.0720   \n",
       "                    25383393               4                  random               -3.8894   \n",
       "\n",
       "                                                                            Basset/HEEpiC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                  \n",
       "chr22               29765964               0                  random              -6.3664   \n",
       "                    31247572               1                  random              -6.6086   \n",
       "                    15916363               2                  random             -23.0259   \n",
       "                    30059280               3                  random              -3.5885   \n",
       "                    25383393               4                  random              -5.0085   \n",
       "\n",
       "                                                                            Basset/HFF  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set               \n",
       "chr22               29765964               0                  random           -5.2364   \n",
       "                    31247572               1                  random           -4.8515   \n",
       "                    15916363               2                  random          -23.0259   \n",
       "                    30059280               3                  random           -4.0017   \n",
       "                    25383393               4                  random           -7.9968   \n",
       "\n",
       "                                                                            Basset/HFF-Myc  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -5.2527   \n",
       "                    31247572               1                  random               -5.4053   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -3.1717   \n",
       "                    25383393               4                  random               -6.3301   \n",
       "\n",
       "                                                                            Basset/HGF  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set               \n",
       "chr22               29765964               0                  random           -4.8727   \n",
       "                    31247572               1                  random           -4.9348   \n",
       "                    15916363               2                  random          -23.0259   \n",
       "                    30059280               3                  random           -4.7394   \n",
       "                    25383393               4                  random           -8.4661   \n",
       "\n",
       "                                                                            Basset/HIPEpiC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -4.6970   \n",
       "                    31247572               1                  random               -2.8242   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -3.9228   \n",
       "                    25383393               4                  random               -6.5425   \n",
       "\n",
       "                                                                            Basset/HL-60  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                 \n",
       "chr22               29765964               0                  random             -3.6056   \n",
       "                    31247572               1                  random             -2.6084   \n",
       "                    15916363               2                  random            -23.0259   \n",
       "                    30059280               3                  random             -3.6160   \n",
       "                    25383393               4                  random             -2.4210   \n",
       "\n",
       "                                                                            Basset/HMF  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set               \n",
       "chr22               29765964               0                  random           -5.0970   \n",
       "                    31247572               1                  random           -5.4978   \n",
       "                    15916363               2                  random          -23.0259   \n",
       "                    30059280               3                  random           -4.5999   \n",
       "                    25383393               4                  random           -7.2734   \n",
       "\n",
       "                                                                            Basset/HMVEC-dAd  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                     \n",
       "chr22               29765964               0                  random                 -5.7859   \n",
       "                    31247572               1                  random                 -5.7863   \n",
       "                    15916363               2                  random                -23.0259   \n",
       "                    30059280               3                  random                 -5.0091   \n",
       "                    25383393               4                  random                 -6.5889   \n",
       "\n",
       "                                                                            Basset/HMVEC-dBl-Ad  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                        \n",
       "chr22               29765964               0                  random                    -5.4422   \n",
       "                    31247572               1                  random                    -4.6217   \n",
       "                    15916363               2                  random                   -23.0259   \n",
       "                    30059280               3                  random                    -4.5997   \n",
       "                    25383393               4                  random                    -5.9366   \n",
       "\n",
       "                                                                            Basset/HMVEC-dBl-Neo  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                         \n",
       "chr22               29765964               0                  random                     -5.2042   \n",
       "                    31247572               1                  random                     -4.5450   \n",
       "                    15916363               2                  random                    -23.0259   \n",
       "                    30059280               3                  random                     -4.2752   \n",
       "                    25383393               4                  random                     -5.8592   \n",
       "\n",
       "                                                                            Basset/HMVEC-dLy-Ad  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                        \n",
       "chr22               29765964               0                  random                    -5.2537   \n",
       "                    31247572               1                  random                    -4.9809   \n",
       "                    15916363               2                  random                   -23.0259   \n",
       "                    30059280               3                  random                    -4.6365   \n",
       "                    25383393               4                  random                    -6.5869   \n",
       "\n",
       "                                                                            Basset/HMVEC-dLy-Neo  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                         \n",
       "chr22               29765964               0                  random                     -5.6742   \n",
       "                    31247572               1                  random                     -5.0674   \n",
       "                    15916363               2                  random                    -23.0259   \n",
       "                    30059280               3                  random                     -4.6434   \n",
       "                    25383393               4                  random                     -6.2503   \n",
       "\n",
       "                                                                            Basset/HMVEC-dNeo  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                      \n",
       "chr22               29765964               0                  random                  -5.7689   \n",
       "                    31247572               1                  random                  -5.6003   \n",
       "                    15916363               2                  random                 -23.0259   \n",
       "                    30059280               3                  random                  -4.7792   \n",
       "                    25383393               4                  random                  -6.6406   \n",
       "\n",
       "                                                                            Basset/HMVEC-LBl  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                     \n",
       "chr22               29765964               0                  random                 -5.3033   \n",
       "                    31247572               1                  random                 -4.0480   \n",
       "                    15916363               2                  random                -23.0259   \n",
       "                    30059280               3                  random                 -4.3051   \n",
       "                    25383393               4                  random                 -6.0231   \n",
       "\n",
       "                                                                            Basset/HMVEC-LLy  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                     \n",
       "chr22               29765964               0                  random                 -4.9418   \n",
       "                    31247572               1                  random                 -4.6031   \n",
       "                    15916363               2                  random                -23.0259   \n",
       "                    30059280               3                  random                 -4.2107   \n",
       "                    25383393               4                  random                 -6.4117   \n",
       "\n",
       "                                                                            Basset/HNPCEpiC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                    \n",
       "chr22               29765964               0                  random                -5.3665   \n",
       "                    31247572               1                  random                -3.6258   \n",
       "                    15916363               2                  random               -23.0259   \n",
       "                    30059280               3                  random                -4.2408   \n",
       "                    25383393               4                  random                -7.5802   \n",
       "\n",
       "                                                                            Basset/HPAEC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                 \n",
       "chr22               29765964               0                  random             -5.8020   \n",
       "                    31247572               1                  random             -4.9056   \n",
       "                    15916363               2                  random            -23.0259   \n",
       "                    30059280               3                  random             -4.7696   \n",
       "                    25383393               4                  random             -6.2862   \n",
       "\n",
       "                                                                            Basset/HPAF  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                \n",
       "chr22               29765964               0                  random            -5.0573   \n",
       "                    31247572               1                  random            -3.8441   \n",
       "                    15916363               2                  random           -23.0259   \n",
       "                    30059280               3                  random            -4.5278   \n",
       "                    25383393               4                  random            -7.7526   \n",
       "\n",
       "                                                                            Basset/HPdLF  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                 \n",
       "chr22               29765964               0                  random             -4.3119   \n",
       "                    31247572               1                  random             -3.2856   \n",
       "                    15916363               2                  random            -23.0259   \n",
       "                    30059280               3                  random             -4.1517   \n",
       "                    25383393               4                  random             -9.0352   \n",
       "\n",
       "                                                                            Basset/HPF  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set               \n",
       "chr22               29765964               0                  random           -5.3336   \n",
       "                    31247572               1                  random           -4.2756   \n",
       "                    15916363               2                  random          -23.0259   \n",
       "                    30059280               3                  random           -4.4771   \n",
       "                    25383393               4                  random           -8.6050   \n",
       "\n",
       "                                                                            Basset/HRCEpiC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -5.1594   \n",
       "                    31247572               1                  random               -5.3599   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -4.8013   \n",
       "                    25383393               4                  random               -5.0976   \n",
       "\n",
       "                                                                            Basset/HRE  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set               \n",
       "chr22               29765964               0                  random           -5.4373   \n",
       "                    31247572               1                  random           -5.3370   \n",
       "                    15916363               2                  random          -23.0259   \n",
       "                    30059280               3                  random           -4.6594   \n",
       "                    25383393               4                  random           -5.3941   \n",
       "\n",
       "                                                                            Basset/HRGEC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                 \n",
       "chr22               29765964               0                  random             -5.1234   \n",
       "                    31247572               1                  random             -3.6828   \n",
       "                    15916363               2                  random            -23.0259   \n",
       "                    30059280               3                  random             -4.3833   \n",
       "                    25383393               4                  random             -6.3780   \n",
       "\n",
       "                                                                            Basset/HRPEpiC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -4.5865   \n",
       "                    31247572               1                  random               -3.1551   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -3.8467   \n",
       "                    25383393               4                  random               -5.2120   \n",
       "\n",
       "                                                                            Basset/HVMF  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                \n",
       "chr22               29765964               0                  random            -4.6526   \n",
       "                    31247572               1                  random            -2.6993   \n",
       "                    15916363               2                  random           -23.0259   \n",
       "                    30059280               3                  random            -3.8195   \n",
       "                    25383393               4                  random            -7.2404   \n",
       "\n",
       "                                                                            Basset/Jurkat  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                  \n",
       "chr22               29765964               0                  random              -4.7419   \n",
       "                    31247572               1                  random              -2.8989   \n",
       "                    15916363               2                  random             -23.0259   \n",
       "                    30059280               3                  random              -2.8342   \n",
       "                    25383393               4                  random              -3.6124   \n",
       "\n",
       "                                                                            Basset/Monocytes-CD14+  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                           \n",
       "chr22               29765964               0                  random                       -4.6857   \n",
       "                    31247572               1                  random                       -2.1385   \n",
       "                    15916363               2                  random                      -23.0259   \n",
       "                    30059280               3                  random                       -4.3553   \n",
       "                    25383393               4                  random                       -3.7953   \n",
       "\n",
       "                                                                            Basset/NB4  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set               \n",
       "chr22               29765964               0                  random           -4.8250   \n",
       "                    31247572               1                  random           -2.7974   \n",
       "                    15916363               2                  random          -23.0259   \n",
       "                    30059280               3                  random           -4.3992   \n",
       "                    25383393               4                  random           -4.7154   \n",
       "\n",
       "                                                                            Basset/NH-A  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                \n",
       "chr22               29765964               0                  random            -5.0896   \n",
       "                    31247572               1                  random            -3.7312   \n",
       "                    15916363               2                  random           -23.0259   \n",
       "                    30059280               3                  random            -4.3612   \n",
       "                    25383393               4                  random            -8.3491   \n",
       "\n",
       "                                                                            Basset/NHDF-Ad  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -4.3602   \n",
       "                    31247572               1                  random               -4.3750   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -3.4473   \n",
       "                    25383393               4                  random               -7.2468   \n",
       "\n",
       "                                                                            Basset/NHDF-neo  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                    \n",
       "chr22               29765964               0                  random                -4.6218   \n",
       "                    31247572               1                  random                -3.6935   \n",
       "                    15916363               2                  random               -23.0259   \n",
       "                    30059280               3                  random                -3.5837   \n",
       "                    25383393               4                  random                -8.7776   \n",
       "\n",
       "                                                                            Basset/NHLF  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                \n",
       "chr22               29765964               0                  random            -4.9356   \n",
       "                    31247572               1                  random            -3.5969   \n",
       "                    15916363               2                  random           -23.0259   \n",
       "                    30059280               3                  random            -4.2339   \n",
       "                    25383393               4                  random            -8.0922   \n",
       "\n",
       "                                                                            Basset/NT2-D1  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                  \n",
       "chr22               29765964               0                  random              -4.9974   \n",
       "                    31247572               1                  random              -7.7483   \n",
       "                    15916363               2                  random             -23.0259   \n",
       "                    30059280               3                  random              -4.5997   \n",
       "                    25383393               4                  random              -5.3022   \n",
       "\n",
       "                                                                            Basset/PANC-1  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                  \n",
       "chr22               29765964               0                  random              -5.0453   \n",
       "                    31247572               1                  random              -5.0699   \n",
       "                    15916363               2                  random             -23.0259   \n",
       "                    30059280               3                  random              -4.1000   \n",
       "                    25383393               4                  random              -4.9490   \n",
       "\n",
       "                                                                            Basset/PrEC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                \n",
       "chr22               29765964               0                  random            -7.0977   \n",
       "                    31247572               1                  random            -6.8025   \n",
       "                    15916363               2                  random           -23.0259   \n",
       "                    30059280               3                  random            -3.9159   \n",
       "                    25383393               4                  random            -5.6309   \n",
       "\n",
       "                                                                            Basset/RPTEC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                 \n",
       "chr22               29765964               0                  random             -4.9139   \n",
       "                    31247572               1                  random             -5.0648   \n",
       "                    15916363               2                  random            -23.0259   \n",
       "                    30059280               3                  random             -4.6041   \n",
       "                    25383393               4                  random             -4.3446   \n",
       "\n",
       "                                                                            Basset/SAEC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                \n",
       "chr22               29765964               0                  random            -6.5417   \n",
       "                    31247572               1                  random            -6.4449   \n",
       "                    15916363               2                  random           -23.0259   \n",
       "                    30059280               3                  random            -3.6317   \n",
       "                    25383393               4                  random            -5.3146   \n",
       "\n",
       "                                                                            Basset/SKMC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                \n",
       "chr22               29765964               0                  random            -4.8876   \n",
       "                    31247572               1                  random            -4.3589   \n",
       "                    15916363               2                  random           -23.0259   \n",
       "                    30059280               3                  random            -4.0402   \n",
       "                    25383393               4                  random            -8.7057   \n",
       "\n",
       "                                                                            Basset/SK-N-MC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -4.4558   \n",
       "                    31247572               1                  random               -2.3734   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -3.1564   \n",
       "                    25383393               4                  random               -7.4049   \n",
       "\n",
       "                                                                            Basset/SK-N-SH_RA  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                      \n",
       "chr22               29765964               0                  random                  -6.7406   \n",
       "                    31247572               1                  random                  -6.1073   \n",
       "                    15916363               2                  random                 -23.0259   \n",
       "                    30059280               3                  random                  -4.3717   \n",
       "                    25383393               4                  random                  -7.4556   \n",
       "\n",
       "                                                                            Basset/Th2  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set               \n",
       "chr22               29765964               0                  random           -5.4109   \n",
       "                    31247572               1                  random           -2.1095   \n",
       "                    15916363               2                  random          -23.0259   \n",
       "                    30059280               3                  random           -4.1194   \n",
       "                    25383393               4                  random           -4.7268   \n",
       "\n",
       "                                                                            Basset/WERI-Rb-1  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                     \n",
       "chr22               29765964               0                  random                 -5.2078   \n",
       "                    31247572               1                  random                 -5.9141   \n",
       "                    15916363               2                  random                -23.0259   \n",
       "                    30059280               3                  random                 -2.9778   \n",
       "                    25383393               4                  random                 -3.1893   \n",
       "\n",
       "                                                                            Basset/WI-38  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                 \n",
       "chr22               29765964               0                  random             -5.2403   \n",
       "                    31247572               1                  random             -4.0998   \n",
       "                    15916363               2                  random            -23.0259   \n",
       "                    30059280               3                  random             -4.1740   \n",
       "                    25383393               4                  random             -7.9581   \n",
       "\n",
       "                                                                            Basset/WI-38_4OHTAM  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                        \n",
       "chr22               29765964               0                  random                    -4.1085   \n",
       "                    31247572               1                  random                    -3.9952   \n",
       "                    15916363               2                  random                   -23.0259   \n",
       "                    30059280               3                  random                    -3.1675   \n",
       "                    25383393               4                  random                    -5.3695   \n",
       "\n",
       "                                                                            Basset/A549  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                \n",
       "chr22               29765964               0                  random            -4.4730   \n",
       "                    31247572               1                  random            -5.4214   \n",
       "                    15916363               2                  random           -23.0259   \n",
       "                    30059280               3                  random            -3.9582   \n",
       "                    25383393               4                  random            -5.1630   \n",
       "\n",
       "                                                                            Basset/GM12878  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -3.9448   \n",
       "                    31247572               1                  random               -1.9297   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -3.4298   \n",
       "                    25383393               4                  random               -2.9375   \n",
       "\n",
       "                                                                            Basset/H1-hESC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -4.2348   \n",
       "                    31247572               1                  random               -8.1207   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -4.2435   \n",
       "                    25383393               4                  random               -4.8213   \n",
       "\n",
       "                                                                            Basset/HeLa-S3  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -4.3549   \n",
       "                    31247572               1                  random               -4.6405   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -4.4066   \n",
       "                    25383393               4                  random               -4.9960   \n",
       "\n",
       "                                                                            Basset/HepG2  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                 \n",
       "chr22               29765964               0                  random             -5.0560   \n",
       "                    31247572               1                  random             -6.8028   \n",
       "                    15916363               2                  random            -23.0259   \n",
       "                    30059280               3                  random             -4.6529   \n",
       "                    25383393               4                  random             -5.6974   \n",
       "\n",
       "                                                                            Basset/HMEC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                \n",
       "chr22               29765964               0                  random            -2.8912   \n",
       "                    31247572               1                  random            -4.2490   \n",
       "                    15916363               2                  random           -23.0259   \n",
       "                    30059280               3                  random            -2.8920   \n",
       "                    25383393               4                  random            -3.9683   \n",
       "\n",
       "                                                                            Basset/HSMM  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                \n",
       "chr22               29765964               0                  random            -3.4926   \n",
       "                    31247572               1                  random            -3.3654   \n",
       "                    15916363               2                  random           -23.0259   \n",
       "                    30059280               3                  random            -3.5342   \n",
       "                    25383393               4                  random            -6.4912   \n",
       "\n",
       "                                                                            Basset/HSMMtube  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                    \n",
       "chr22               29765964               0                  random                -3.3809   \n",
       "                    31247572               1                  random                -4.2633   \n",
       "                    15916363               2                  random               -23.0259   \n",
       "                    30059280               3                  random                -3.2413   \n",
       "                    25383393               4                  random                -5.4759   \n",
       "\n",
       "                                                                            Basset/HUVEC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                 \n",
       "chr22               29765964               0                  random             -4.5677   \n",
       "                    31247572               1                  random             -3.6214   \n",
       "                    15916363               2                  random            -23.0259   \n",
       "                    30059280               3                  random             -4.2093   \n",
       "                    25383393               4                  random             -6.2677   \n",
       "\n",
       "                                                                            Basset/K562  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                \n",
       "chr22               29765964               0                  random            -3.9241   \n",
       "                    31247572               1                  random            -2.7750   \n",
       "                    15916363               2                  random           -23.0259   \n",
       "                    30059280               3                  random            -2.7963   \n",
       "                    25383393               4                  random            -3.6381   \n",
       "\n",
       "                                                                            Basset/LNCaP  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                 \n",
       "chr22               29765964               0                  random             -3.4145   \n",
       "                    31247572               1                  random             -3.7066   \n",
       "                    15916363               2                  random            -23.0259   \n",
       "                    30059280               3                  random             -2.7565   \n",
       "                    25383393               4                  random             -5.1816   \n",
       "\n",
       "                                                                            Basset/MCF-7  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                 \n",
       "chr22               29765964               0                  random             -4.6216   \n",
       "                    31247572               1                  random             -5.2203   \n",
       "                    15916363               2                  random            -23.0259   \n",
       "                    30059280               3                  random             -3.1292   \n",
       "                    25383393               4                  random             -5.2936   \n",
       "\n",
       "                                                                            Basset/NHEK  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                \n",
       "chr22               29765964               0                  random            -4.8934   \n",
       "                    31247572               1                  random            -5.9402   \n",
       "                    15916363               2                  random           -23.0259   \n",
       "                    30059280               3                  random            -3.5197   \n",
       "                    25383393               4                  random            -4.5778   \n",
       "\n",
       "                                                                            Basset/Th1  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set               \n",
       "chr22               29765964               0                  random           -2.2247   \n",
       "                    31247572               1                  random           -2.8265   \n",
       "                    15916363               2                  random          -23.0259   \n",
       "                    30059280               3                  random           -2.6144   \n",
       "                    25383393               4                  random           -3.2259   \n",
       "\n",
       "                                                                            Basset/LNG_IMR90  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                     \n",
       "chr22               29765964               0                  random                 -5.3675   \n",
       "                    31247572               1                  random                 -4.2296   \n",
       "                    15916363               2                  random                -23.0259   \n",
       "                    30059280               3                  random                 -4.1569   \n",
       "                    25383393               4                  random                 -7.6925   \n",
       "\n",
       "                                                                            Basset/ESC_H9  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                  \n",
       "chr22               29765964               0                  random              -4.6195   \n",
       "                    31247572               1                  random              -6.7768   \n",
       "                    15916363               2                  random             -23.0259   \n",
       "                    30059280               3                  random              -3.8999   \n",
       "                    25383393               4                  random              -5.0667   \n",
       "\n",
       "                                                                            Basset/ESC_H1  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                  \n",
       "chr22               29765964               0                  random              -5.1028   \n",
       "                    31247572               1                  random              -7.8014   \n",
       "                    15916363               2                  random             -23.0259   \n",
       "                    30059280               3                  random              -4.4053   \n",
       "                    25383393               4                  random              -4.9516   \n",
       "\n",
       "                                                                            Basset/IPSC_DF_6_9  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                       \n",
       "chr22               29765964               0                  random                   -4.9472   \n",
       "                    31247572               1                  random                   -7.6630   \n",
       "                    15916363               2                  random                  -23.0259   \n",
       "                    30059280               3                  random                   -4.2747   \n",
       "                    25383393               4                  random                   -4.7130   \n",
       "\n",
       "                                                                            Basset/IPSC_DF_19_11  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                         \n",
       "chr22               29765964               0                  random                     -5.1915   \n",
       "                    31247572               1                  random                     -8.4201   \n",
       "                    15916363               2                  random                    -23.0259   \n",
       "                    30059280               3                  random                     -4.5145   \n",
       "                    25383393               4                  random                     -4.6974   \n",
       "\n",
       "                                                                            Basset/ESDR_H1_NEUR_PROG  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                             \n",
       "chr22               29765964               0                  random                         -5.4707   \n",
       "                    31247572               1                  random                         -7.3589   \n",
       "                    15916363               2                  random                        -23.0259   \n",
       "                    30059280               3                  random                         -4.4951   \n",
       "                    25383393               4                  random                         -7.0202   \n",
       "\n",
       "                                                                            Basset/ESDR_H1_BMP4_MESO  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                             \n",
       "chr22               29765964               0                  random                         -4.7625   \n",
       "                    31247572               1                  random                         -5.0067   \n",
       "                    15916363               2                  random                        -23.0259   \n",
       "                    30059280               3                  random                         -3.3686   \n",
       "                    25383393               4                  random                         -4.5878   \n",
       "\n",
       "                                                                            Basset/ESDR_H1_BMP4_TROP  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                             \n",
       "chr22               29765964               0                  random                         -5.7326   \n",
       "                    31247572               1                  random                         -6.5629   \n",
       "                    15916363               2                  random                        -23.0259   \n",
       "                    30059280               3                  random                         -3.6322   \n",
       "                    25383393               4                  random                         -6.2665   \n",
       "\n",
       "                                                                            Basset/ESDR_H1_MSC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                       \n",
       "chr22               29765964               0                  random                   -5.2553   \n",
       "                    31247572               1                  random                   -3.9367   \n",
       "                    15916363               2                  random                  -23.0259   \n",
       "                    30059280               3                  random                   -3.9056   \n",
       "                    25383393               4                  random                   -7.2077   \n",
       "\n",
       "                                                                            Basset/BLD_CD3_PPC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                       \n",
       "chr22               29765964               0                  random                   -5.0277   \n",
       "                    31247572               1                  random                   -3.2038   \n",
       "                    15916363               2                  random                  -23.0259   \n",
       "                    30059280               3                  random                   -3.5901   \n",
       "                    25383393               4                  random                   -4.1165   \n",
       "\n",
       "                                                                            Basset/BLD_CD3_CPC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                       \n",
       "chr22               29765964               0                  random                   -5.3984   \n",
       "                    31247572               1                  random                   -2.1657   \n",
       "                    15916363               2                  random                  -23.0259   \n",
       "                    30059280               3                  random                   -3.7581   \n",
       "                    25383393               4                  random                   -3.6410   \n",
       "\n",
       "                                                                            Basset/BLD_CD14_PC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                       \n",
       "chr22               29765964               0                  random                   -4.6515   \n",
       "                    31247572               1                  random                   -2.6302   \n",
       "                    15916363               2                  random                  -23.0259   \n",
       "                    30059280               3                  random                   -4.6471   \n",
       "                    25383393               4                  random                   -4.2118   \n",
       "\n",
       "                                                                            Basset/BLD_MOB_CD34_PC_M  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                             \n",
       "chr22               29765964               0                  random                         -5.5951   \n",
       "                    31247572               1                  random                         -2.1332   \n",
       "                    15916363               2                  random                        -23.0259   \n",
       "                    30059280               3                  random                         -4.0226   \n",
       "                    25383393               4                  random                         -5.4990   \n",
       "\n",
       "                                                                            Basset/BLD_MOB_CD34_PC_F  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                             \n",
       "chr22               29765964               0                  random                         -5.2498   \n",
       "                    31247572               1                  random                         -1.3795   \n",
       "                    15916363               2                  random                        -23.0259   \n",
       "                    30059280               3                  random                         -3.5481   \n",
       "                    25383393               4                  random                         -5.0639   \n",
       "\n",
       "                                                                            Basset/BLD_CD19_PPC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                        \n",
       "chr22               29765964               0                  random                    -4.9000   \n",
       "                    31247572               1                  random                    -2.1197   \n",
       "                    15916363               2                  random                   -23.0259   \n",
       "                    30059280               3                  random                    -3.9705   \n",
       "                    25383393               4                  random                    -3.8103   \n",
       "\n",
       "                                                                            Basset/BLD_CD56_PC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                       \n",
       "chr22               29765964               0                  random                   -5.2126   \n",
       "                    31247572               1                  random                   -2.4803   \n",
       "                    15916363               2                  random                  -23.0259   \n",
       "                    30059280               3                  random                   -4.0973   \n",
       "                    25383393               4                  random                   -4.4362   \n",
       "\n",
       "                                                                            Basset/SKIN_PEN_FRSK_FIB_01  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                                \n",
       "chr22               29765964               0                  random                         -4.6630      \n",
       "                    31247572               1                  random                         -4.7292      \n",
       "                    15916363               2                  random                        -23.0259      \n",
       "                    30059280               3                  random                         -3.7207      \n",
       "                    25383393               4                  random                         -7.0004      \n",
       "\n",
       "                                                                            Basset/SKIN_PEN_FRSK_FIB_02  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                                \n",
       "chr22               29765964               0                  random                         -4.9599      \n",
       "                    31247572               1                  random                         -5.1027      \n",
       "                    15916363               2                  random                        -23.0259      \n",
       "                    30059280               3                  random                         -3.9076      \n",
       "                    25383393               4                  random                         -6.8689      \n",
       "\n",
       "                                                                            Basset/SKIN_PEN_FRSK_MEL_01  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                                \n",
       "chr22               29765964               0                  random                         -4.7385      \n",
       "                    31247572               1                  random                         -3.4556      \n",
       "                    15916363               2                  random                        -23.0259      \n",
       "                    30059280               3                  random                         -3.0544      \n",
       "                    25383393               4                  random                         -7.1552      \n",
       "\n",
       "                                                                            Basset/SKIN_PEN_FRSK_KER_02  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                                \n",
       "chr22               29765964               0                  random                         -6.2097      \n",
       "                    31247572               1                  random                         -5.8369      \n",
       "                    15916363               2                  random                        -23.0259      \n",
       "                    30059280               3                  random                         -3.2374      \n",
       "                    25383393               4                  random                         -5.3831      \n",
       "\n",
       "                                                                            Basset/BRST_HMEC_35  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                        \n",
       "chr22               29765964               0                  random                    -5.9331   \n",
       "                    31247572               1                  random                    -5.6962   \n",
       "                    15916363               2                  random                   -23.0259   \n",
       "                    30059280               3                  random                    -3.8717   \n",
       "                    25383393               4                  random                    -5.8720   \n",
       "\n",
       "                                                                            Basset/THYM_FET  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                    \n",
       "chr22               29765964               0                  random                -5.1967   \n",
       "                    31247572               1                  random                -3.3153   \n",
       "                    15916363               2                  random               -23.0259   \n",
       "                    30059280               3                  random                -3.4505   \n",
       "                    25383393               4                  random                -4.9648   \n",
       "\n",
       "                                                                            Basset/BRN_FET_F  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                     \n",
       "chr22               29765964               0                  random                 -4.5734   \n",
       "                    31247572               1                  random                 -3.8663   \n",
       "                    15916363               2                  random                -23.0259   \n",
       "                    30059280               3                  random                 -1.5322   \n",
       "                    25383393               4                  random                 -8.0266   \n",
       "\n",
       "                                                                            Basset/BRN_FET_M  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                     \n",
       "chr22               29765964               0                  random                 -4.3002   \n",
       "                    31247572               1                  random                 -3.4350   \n",
       "                    15916363               2                  random                -23.0259   \n",
       "                    30059280               3                  random                 -1.2031   \n",
       "                    25383393               4                  random                 -7.8603   \n",
       "\n",
       "                                                                            Basset/MUS_PSOAS  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                     \n",
       "chr22               29765964               0                  random                 -4.2637   \n",
       "                    31247572               1                  random                 -4.9424   \n",
       "                    15916363               2                  random                -23.0259   \n",
       "                    30059280               3                  random                 -4.1491   \n",
       "                    25383393               4                  random                 -4.4313   \n",
       "\n",
       "                                                                            Basset/MUS_TRNK_FET  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                        \n",
       "chr22               29765964               0                  random                    -3.8464   \n",
       "                    31247572               1                  random                    -3.1536   \n",
       "                    15916363               2                  random                   -23.0259   \n",
       "                    30059280               3                  random                    -3.2066   \n",
       "                    25383393               4                  random                    -7.7913   \n",
       "\n",
       "                                                                            Basset/MUS_LEG_FET  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                       \n",
       "chr22               29765964               0                  random                   -3.6526   \n",
       "                    31247572               1                  random                   -2.8680   \n",
       "                    15916363               2                  random                  -23.0259   \n",
       "                    30059280               3                  random                   -3.0628   \n",
       "                    25383393               4                  random                   -8.1123   \n",
       "\n",
       "                                                                            Basset/HRT_FET  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -4.5925   \n",
       "                    31247572               1                  random               -3.7890   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -2.4345   \n",
       "                    25383393               4                  random               -6.1465   \n",
       "\n",
       "                                                                            Basset/GI_STMC_FET  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                       \n",
       "chr22               29765964               0                  random                   -5.1080   \n",
       "                    31247572               1                  random                   -3.9646   \n",
       "                    15916363               2                  random                  -23.0259   \n",
       "                    30059280               3                  random                   -3.3132   \n",
       "                    25383393               4                  random                   -6.3328   \n",
       "\n",
       "                                                                            Basset/GI_S_INT_FET  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                        \n",
       "chr22               29765964               0                  random                    -5.7119   \n",
       "                    31247572               1                  random                    -4.0047   \n",
       "                    15916363               2                  random                   -23.0259   \n",
       "                    30059280               3                  random                    -3.7850   \n",
       "                    25383393               4                  random                    -6.0057   \n",
       "\n",
       "                                                                            Basset/GI_L_INT_FET  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                        \n",
       "chr22               29765964               0                  random                    -5.6562   \n",
       "                    31247572               1                  random                    -3.9651   \n",
       "                    15916363               2                  random                   -23.0259   \n",
       "                    30059280               3                  random                    -3.6497   \n",
       "                    25383393               4                  random                    -5.4825   \n",
       "\n",
       "                                                                            Basset/GI_S_INT  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                    \n",
       "chr22               29765964               0                  random                -5.4437   \n",
       "                    31247572               1                  random                -3.4211   \n",
       "                    15916363               2                  random               -23.0259   \n",
       "                    30059280               3                  random                -3.7079   \n",
       "                    25383393               4                  random                -3.5971   \n",
       "\n",
       "                                                                            Basset/GI_STMC_GAST  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                        \n",
       "chr22               29765964               0                  random                    -5.3049   \n",
       "                    31247572               1                  random                    -3.7618   \n",
       "                    15916363               2                  random                   -23.0259   \n",
       "                    30059280               3                  random                    -4.1498   \n",
       "                    25383393               4                  random                    -5.7387   \n",
       "\n",
       "                                                                            Basset/KID_FET  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -4.9615   \n",
       "                    31247572               1                  random               -4.9861   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -3.6984   \n",
       "                    25383393               4                  random               -5.5831   \n",
       "\n",
       "                                                                            Basset/LNG_FET  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                   \n",
       "chr22               29765964               0                  random               -4.0387   \n",
       "                    31247572               1                  random               -2.6066   \n",
       "                    15916363               2                  random              -23.0259   \n",
       "                    30059280               3                  random               -2.6021   \n",
       "                    25383393               4                  random               -6.6521   \n",
       "\n",
       "                                                                            Basset/OVRY  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                \n",
       "chr22               29765964               0                  random            -3.2505   \n",
       "                    31247572               1                  random            -2.9614   \n",
       "                    15916363               2                  random           -23.0259   \n",
       "                    30059280               3                  random            -3.9430   \n",
       "                    25383393               4                  random            -6.1270   \n",
       "\n",
       "                                                                            Basset/ADRL_GLND_FET  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                         \n",
       "chr22               29765964               0                  random                     -4.2896   \n",
       "                    31247572               1                  random                     -3.7098   \n",
       "                    15916363               2                  random                    -23.0259   \n",
       "                    30059280               3                  random                     -3.0214   \n",
       "                    25383393               4                  random                     -4.4873   \n",
       "\n",
       "                                                                            Basset/PLCNT_FET  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                     \n",
       "chr22               29765964               0                  random                 -4.5396   \n",
       "                    31247572               1                  random                 -4.2251   \n",
       "                    15916363               2                  random                -23.0259   \n",
       "                    30059280               3                  random                 -3.0529   \n",
       "                    25383393               4                  random                 -3.1629   \n",
       "\n",
       "                                                                            Basset/PANC  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                \n",
       "chr22               29765964               0                  random            -4.9212   \n",
       "                    31247572               1                  random            -4.3638   \n",
       "                    15916363               2                  random           -23.0259   \n",
       "                    30059280               3                  random            -4.5502   \n",
       "                    25383393               4                  random            -6.3572   \n",
       "\n",
       "                                                                            DeepBind/Homo_sapiens/TF/D00317.009_ChIP-seq_CEBPB/0  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                                                         \n",
       "chr22               29765964               0                  random                         -2.9650                               \n",
       "                    31247572               1                  random                         -2.4337                               \n",
       "                    15916363               2                  random                         -5.4370                               \n",
       "                    30059280               3                  random                         -2.9409                               \n",
       "                    25383393               4                  random                          0.5416                               \n",
       "\n",
       "                                                                            DeepBind/Homo_sapiens/TF/D00350.005_ChIP-seq_EBF1/0  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                                                        \n",
       "chr22               29765964               0                  random                         -0.4960                              \n",
       "                    31247572               1                  random                          0.2235                              \n",
       "                    15916363               2                  random                         -3.9923                              \n",
       "                    30059280               3                  random                         -1.6887                              \n",
       "                    25383393               4                  random                         -1.4941                              \n",
       "\n",
       "                                                                            DeepBind/Homo_sapiens/TF/D00360.007_ChIP-seq_ELK1/0  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                                                        \n",
       "chr22               29765964               0                  random                         -0.8623                              \n",
       "                    31247572               1                  random                         -0.5721                              \n",
       "                    15916363               2                  random                         -2.0866                              \n",
       "                    30059280               3                  random                         -1.2967                              \n",
       "                    25383393               4                  random                         -0.5571                              \n",
       "\n",
       "                                                                            DeepBind/Homo_sapiens/TF/D00363.004_ChIP-seq_ELK4/0  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                                                        \n",
       "chr22               29765964               0                  random                          1.5243                              \n",
       "                    31247572               1                  random                          0.1647                              \n",
       "                    15916363               2                  random                         -1.9466                              \n",
       "                    30059280               3                  random                         -0.0343                              \n",
       "                    25383393               4                  random                         -0.6616                              \n",
       "\n",
       "                                                                            DeepBind/Homo_sapiens/TF/D00344.005_ChIP-seq_E2F1/0  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                                                        \n",
       "chr22               29765964               0                  random                         -0.3773                              \n",
       "                    31247572               1                  random                         -1.0279                              \n",
       "                    15916363               2                  random                         -6.0113                              \n",
       "                    30059280               3                  random                         -2.3658                              \n",
       "                    25383393               4                  random                         -0.8191                              \n",
       "\n",
       "                                                                            DeepBind/Homo_sapiens/TF/D00318.004_ChIP-seq_CEBPD/0  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                                                         \n",
       "chr22               29765964               0                  random                         -0.8151                               \n",
       "                    31247572               1                  random                         -1.2806                               \n",
       "                    15916363               2                  random                         -5.0589                               \n",
       "                    30059280               3                  random                         -2.2324                               \n",
       "                    25383393               4                  random                          0.1469                               \n",
       "\n",
       "                                                                            DeepBind/Homo_sapiens/TF/D00347.005_ChIP-seq_E2F4/0  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                                                        \n",
       "chr22               29765964               0                  random                         -1.5904                              \n",
       "                    31247572               1                  random                          0.2294                              \n",
       "                    15916363               2                  random                         -3.7375                              \n",
       "                    30059280               3                  random                         -1.9721                              \n",
       "                    25383393               4                  random                         -0.0918                              \n",
       "\n",
       "                                                                            DeepBind/Homo_sapiens/TF/D00328.018_ChIP-seq_CTCF/0  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                                                        \n",
       "chr22               29765964               0                  random                         -5.2260                              \n",
       "                    31247572               1                  random                         -5.2260                              \n",
       "                    15916363               2                  random                         -5.2260                              \n",
       "                    30059280               3                  random                         -4.5785                              \n",
       "                    25383393               4                  random                         -5.2260                              \n",
       "\n",
       "                                                                            DeepBind/Homo_sapiens/TF/D00351.009_ChIP-seq_EGR1/0  \\\n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                                                        \n",
       "chr22               29765964               0                  random                         -0.5084                              \n",
       "                    31247572               1                  random                         -2.0041                              \n",
       "                    15916363               2                  random                         -2.5917                              \n",
       "                    30059280               3                  random                         -2.9836                              \n",
       "                    25383393               4                  random                          1.3791                              \n",
       "\n",
       "                                                                            DeepBind/Homo_sapiens/TF/D00356.010_ChIP-seq_ELF1/0  \n",
       "metadata/ranges/chr metadata/ranges/center metadata/ranges/id interval_set                                                       \n",
       "chr22               29765964               0                  random                          1.2308                             \n",
       "                    31247572               1                  random                         -0.3013                             \n",
       "                    15916363               2                  random                         -4.1814                             \n",
       "                    30059280               3                  random                         -2.4030                             \n",
       "                    25383393               4                  random                         -0.7971                             "
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df.head()"
   ]
  }
 ],
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