value-frequencies-Kconfig.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "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>option</th>\n",
       "      <th>url</th>\n",
       "      <th>Ranking</th>\n",
       "      <th>Unnamed: 3</th>\n",
       "      <th>freq</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>8139TOO_8129</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/8139TOO_812...</td>\n",
       "      <td>2165</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.980502</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>ACENIC_OMIT_TIGON_I</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/ACENIC_OMIT...</td>\n",
       "      <td>7810</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.980805</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>ACPI</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/ACPI.html</td>\n",
       "      <td>3038</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.579966</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>ACPI_DEBUG</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/ACPI_DEBUG....</td>\n",
       "      <td>1418</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.685869</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>ACPI_REDUCED_HARDWARE_ONLY</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/ACPI_REDUCE...</td>\n",
       "      <td>2326</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.840199</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>ADVISE_SYSCALLS</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/ADVISE_SYSC...</td>\n",
       "      <td>2271</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.377718</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>AIO</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/AIO.html</td>\n",
       "      <td>2246</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.377708</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>ATA_VERBOSE_ERROR</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/ATA_VERBOSE...</td>\n",
       "      <td>2485</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.801376</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>ATH9K_DFS_CERTIFIED</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/ATH9K_DFS_C...</td>\n",
       "      <td>8864</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.996583</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>BASE_FULL</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/BASE_FULL.html</td>\n",
       "      <td>1470</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.378757</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>BATMAN_ADV_BLA</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/BATMAN_ADV_...</td>\n",
       "      <td>5447</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.918634</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>BATMAN_ADV_DAT</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/BATMAN_ADV_...</td>\n",
       "      <td>5979</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.919467</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>BATMAN_ADV_NC</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/BATMAN_ADV_...</td>\n",
       "      <td>625</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.836900</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>BINFMT_ELF</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/BINFMT_ELF....</td>\n",
       "      <td>5910</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.247418</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>BLK_DEV_INITRD</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/BLK_DEV_INI...</td>\n",
       "      <td>1149</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.500719</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>BLK_DEV_RAM_DAX</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/BLK_DEV_RAM...</td>\n",
       "      <td>6968</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.951098</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>BRIDGE_IGMP_SNOOPING</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/BRIDGE_IGMP...</td>\n",
       "      <td>5526</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.919964</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>BRIDGE_VLAN_FILTERING</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/BRIDGE_VLAN...</td>\n",
       "      <td>5594</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.892658</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>BUG</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/BUG.html</td>\n",
       "      <td>5764</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.210250</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>CAN_CALC_BITTIMING</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/CAN_CALC_BI...</td>\n",
       "      <td>4766</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.893707</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>CAPI_TRACE</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/CAPI_TRACE....</td>\n",
       "      <td>6428</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.955900</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>CC_OPTIMIZE_FOR_SIZE</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/CC_OPTIMIZE...</td>\n",
       "      <td>419</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.887565</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>CEPH_LIB_PRETTYDEBUG</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/CEPH_LIB_PR...</td>\n",
       "      <td>4339</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.901429</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>CIFS_DEBUG</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/CIFS_DEBUG....</td>\n",
       "      <td>5740</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.961134</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>CIFS_DEBUG2</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/CIFS_DEBUG2...</td>\n",
       "      <td>8735</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.980524</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>CPU_SUP_AMD</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/CPU_SUP_AMD...</td>\n",
       "      <td>4187</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.188016</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>CPU_SUP_CENTAUR</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/CPU_SUP_CEN...</td>\n",
       "      <td>4023</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.188967</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>CPU_SUP_INTEL</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/CPU_SUP_INT...</td>\n",
       "      <td>4102</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.188254</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>DEBUG_INFO</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/DEBUG_INFO....</td>\n",
       "      <td>1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.903862</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>DEBUG_INFO_DWARF4</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/DEBUG_INFO_...</td>\n",
       "      <td>4149</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.952169</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>86</th>\n",
       "      <td>REISERFS_PROC_INFO</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/REISERFS_PR...</td>\n",
       "      <td>5159</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.860389</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>87</th>\n",
       "      <td>RELOCATABLE</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/RELOCATABLE...</td>\n",
       "      <td>4305</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.525743</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>SCSI_CONSTANTS</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/SCSI_CONSTA...</td>\n",
       "      <td>1588</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.733343</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>89</th>\n",
       "      <td>SCSI_LOGGING</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/SCSI_LOGGIN...</td>\n",
       "      <td>1853</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.730748</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>SCSI_SAS_HOST_SMP</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/SCSI_SAS_HO...</td>\n",
       "      <td>189</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.794314</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>91</th>\n",
       "      <td>SERIAL_8250_PCI</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/SERIAL_8250...</td>\n",
       "      <td>3475</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.781607</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>92</th>\n",
       "      <td>SKGE_GENESIS</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/SKGE_GENESI...</td>\n",
       "      <td>7969</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.980091</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>93</th>\n",
       "      <td>SLIP</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/SLIP.html</td>\n",
       "      <td>171</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.888603</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>94</th>\n",
       "      <td>SLOB</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/SLOB.html</td>\n",
       "      <td>4022</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.915087</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>95</th>\n",
       "      <td>SLUB_DEBUG</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/SLUB_DEBUG....</td>\n",
       "      <td>2279</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.423949</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>96</th>\n",
       "      <td>SND_PROC_FS</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/SND_PROC_FS...</td>\n",
       "      <td>4142</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.811498</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>97</th>\n",
       "      <td>SSB_SILENT</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/SSB_SILENT....</td>\n",
       "      <td>1671</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.736869</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>SUNRPC_DEBUG</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/SUNRPC_DEBU...</td>\n",
       "      <td>8154</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.984590</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>99</th>\n",
       "      <td>SYSCTL_SYSCALL</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/SYSCTL_SYSC...</td>\n",
       "      <td>7074</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.905992</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100</th>\n",
       "      <td>SYSFS</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/SYSFS.html</td>\n",
       "      <td>8629</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.004942</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>101</th>\n",
       "      <td>SYSTEM_EXTRA_CERTIFICATE</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/SYSTEM_EXTR...</td>\n",
       "      <td>4443</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.783175</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>102</th>\n",
       "      <td>SYSV_FS</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/SYSV_FS.html</td>\n",
       "      <td>2304</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.756972</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>103</th>\n",
       "      <td>THINKPAD_ACPI_DEBUG</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/THINKPAD_AC...</td>\n",
       "      <td>5248</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.904446</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>104</th>\n",
       "      <td>TRIM_UNUSED_KSYMS</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/TRIM_UNUSED...</td>\n",
       "      <td>4764</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.879422</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>105</th>\n",
       "      <td>UBSAN_SANITIZE_ALL</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/UBSAN_SANIT...</td>\n",
       "      <td>7</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.940230</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>106</th>\n",
       "      <td>UNUSED_SYMBOLS</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/UNUSED_SYMB...</td>\n",
       "      <td>553</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.495626</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>107</th>\n",
       "      <td>VFAT_FS</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/VFAT_FS.html</td>\n",
       "      <td>248</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.597106</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108</th>\n",
       "      <td>VIRTIO_PCI_LEGACY</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/VIRTIO_PCI_...</td>\n",
       "      <td>1065</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.801300</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>109</th>\n",
       "      <td>X86_16BIT</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/X86_16BIT.html</td>\n",
       "      <td>2343</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.569919</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>110</th>\n",
       "      <td>X86_FAST_FEATURE_TESTS</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/X86_FAST_FE...</td>\n",
       "      <td>3095</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.253031</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>111</th>\n",
       "      <td>X86_FEATURE_NAMES</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/X86_FEATURE...</td>\n",
       "      <td>5075</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.125942</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>112</th>\n",
       "      <td>X86_INTEL_MPX</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/X86_INTEL_M...</td>\n",
       "      <td>1043</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.595300</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>113</th>\n",
       "      <td>X86_SMAP</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/X86_SMAP.html</td>\n",
       "      <td>1537</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.380422</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>114</th>\n",
       "      <td>X86_VSYSCALL_EMULATION</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/X86_VSYSCAL...</td>\n",
       "      <td>2491</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.378075</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>115</th>\n",
       "      <td>XFS_DEBUG</td>\n",
       "      <td>https://cateee.net/lkddb/web-lkddb/XFS_DEBUG.html</td>\n",
       "      <td>14</td>\n",
       "      <td>NaN</td>\n",
       "      <td>0.899363</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>116 rows × 5 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                         option  \\\n",
       "0                  8139TOO_8129   \n",
       "1           ACENIC_OMIT_TIGON_I   \n",
       "2                          ACPI   \n",
       "3                    ACPI_DEBUG   \n",
       "4    ACPI_REDUCED_HARDWARE_ONLY   \n",
       "5               ADVISE_SYSCALLS   \n",
       "6                           AIO   \n",
       "7             ATA_VERBOSE_ERROR   \n",
       "8           ATH9K_DFS_CERTIFIED   \n",
       "9                     BASE_FULL   \n",
       "10               BATMAN_ADV_BLA   \n",
       "11               BATMAN_ADV_DAT   \n",
       "12                BATMAN_ADV_NC   \n",
       "13                   BINFMT_ELF   \n",
       "14               BLK_DEV_INITRD   \n",
       "15              BLK_DEV_RAM_DAX   \n",
       "16         BRIDGE_IGMP_SNOOPING   \n",
       "17        BRIDGE_VLAN_FILTERING   \n",
       "18                          BUG   \n",
       "19           CAN_CALC_BITTIMING   \n",
       "20                   CAPI_TRACE   \n",
       "21         CC_OPTIMIZE_FOR_SIZE   \n",
       "22         CEPH_LIB_PRETTYDEBUG   \n",
       "23                   CIFS_DEBUG   \n",
       "24                  CIFS_DEBUG2   \n",
       "25                  CPU_SUP_AMD   \n",
       "26              CPU_SUP_CENTAUR   \n",
       "27                CPU_SUP_INTEL   \n",
       "28                   DEBUG_INFO   \n",
       "29            DEBUG_INFO_DWARF4   \n",
       "..                          ...   \n",
       "86           REISERFS_PROC_INFO   \n",
       "87                  RELOCATABLE   \n",
       "88               SCSI_CONSTANTS   \n",
       "89                 SCSI_LOGGING   \n",
       "90            SCSI_SAS_HOST_SMP   \n",
       "91              SERIAL_8250_PCI   \n",
       "92                 SKGE_GENESIS   \n",
       "93                         SLIP   \n",
       "94                         SLOB   \n",
       "95                   SLUB_DEBUG   \n",
       "96                  SND_PROC_FS   \n",
       "97                   SSB_SILENT   \n",
       "98                 SUNRPC_DEBUG   \n",
       "99               SYSCTL_SYSCALL   \n",
       "100                       SYSFS   \n",
       "101    SYSTEM_EXTRA_CERTIFICATE   \n",
       "102                     SYSV_FS   \n",
       "103         THINKPAD_ACPI_DEBUG   \n",
       "104           TRIM_UNUSED_KSYMS   \n",
       "105          UBSAN_SANITIZE_ALL   \n",
       "106              UNUSED_SYMBOLS   \n",
       "107                     VFAT_FS   \n",
       "108           VIRTIO_PCI_LEGACY   \n",
       "109                   X86_16BIT   \n",
       "110      X86_FAST_FEATURE_TESTS   \n",
       "111           X86_FEATURE_NAMES   \n",
       "112               X86_INTEL_MPX   \n",
       "113                    X86_SMAP   \n",
       "114      X86_VSYSCALL_EMULATION   \n",
       "115                   XFS_DEBUG   \n",
       "\n",
       "                                                   url  Ranking  Unnamed: 3  \\\n",
       "0    https://cateee.net/lkddb/web-lkddb/8139TOO_812...     2165         NaN   \n",
       "1    https://cateee.net/lkddb/web-lkddb/ACENIC_OMIT...     7810         NaN   \n",
       "2         https://cateee.net/lkddb/web-lkddb/ACPI.html     3038         NaN   \n",
       "3    https://cateee.net/lkddb/web-lkddb/ACPI_DEBUG....     1418         NaN   \n",
       "4    https://cateee.net/lkddb/web-lkddb/ACPI_REDUCE...     2326         NaN   \n",
       "5    https://cateee.net/lkddb/web-lkddb/ADVISE_SYSC...     2271         NaN   \n",
       "6          https://cateee.net/lkddb/web-lkddb/AIO.html     2246         NaN   \n",
       "7    https://cateee.net/lkddb/web-lkddb/ATA_VERBOSE...     2485         NaN   \n",
       "8    https://cateee.net/lkddb/web-lkddb/ATH9K_DFS_C...     8864         NaN   \n",
       "9    https://cateee.net/lkddb/web-lkddb/BASE_FULL.html     1470         NaN   \n",
       "10   https://cateee.net/lkddb/web-lkddb/BATMAN_ADV_...     5447         NaN   \n",
       "11   https://cateee.net/lkddb/web-lkddb/BATMAN_ADV_...     5979         NaN   \n",
       "12   https://cateee.net/lkddb/web-lkddb/BATMAN_ADV_...      625         NaN   \n",
       "13   https://cateee.net/lkddb/web-lkddb/BINFMT_ELF....     5910         NaN   \n",
       "14   https://cateee.net/lkddb/web-lkddb/BLK_DEV_INI...     1149         NaN   \n",
       "15   https://cateee.net/lkddb/web-lkddb/BLK_DEV_RAM...     6968         NaN   \n",
       "16   https://cateee.net/lkddb/web-lkddb/BRIDGE_IGMP...     5526         NaN   \n",
       "17   https://cateee.net/lkddb/web-lkddb/BRIDGE_VLAN...     5594         NaN   \n",
       "18         https://cateee.net/lkddb/web-lkddb/BUG.html     5764         NaN   \n",
       "19   https://cateee.net/lkddb/web-lkddb/CAN_CALC_BI...     4766         NaN   \n",
       "20   https://cateee.net/lkddb/web-lkddb/CAPI_TRACE....     6428         NaN   \n",
       "21   https://cateee.net/lkddb/web-lkddb/CC_OPTIMIZE...      419         NaN   \n",
       "22   https://cateee.net/lkddb/web-lkddb/CEPH_LIB_PR...     4339         NaN   \n",
       "23   https://cateee.net/lkddb/web-lkddb/CIFS_DEBUG....     5740         NaN   \n",
       "24   https://cateee.net/lkddb/web-lkddb/CIFS_DEBUG2...     8735         NaN   \n",
       "25   https://cateee.net/lkddb/web-lkddb/CPU_SUP_AMD...     4187         NaN   \n",
       "26   https://cateee.net/lkddb/web-lkddb/CPU_SUP_CEN...     4023         NaN   \n",
       "27   https://cateee.net/lkddb/web-lkddb/CPU_SUP_INT...     4102         NaN   \n",
       "28   https://cateee.net/lkddb/web-lkddb/DEBUG_INFO....        1         NaN   \n",
       "29   https://cateee.net/lkddb/web-lkddb/DEBUG_INFO_...     4149         NaN   \n",
       "..                                                 ...      ...         ...   \n",
       "86   https://cateee.net/lkddb/web-lkddb/REISERFS_PR...     5159         NaN   \n",
       "87   https://cateee.net/lkddb/web-lkddb/RELOCATABLE...     4305         NaN   \n",
       "88   https://cateee.net/lkddb/web-lkddb/SCSI_CONSTA...     1588         NaN   \n",
       "89   https://cateee.net/lkddb/web-lkddb/SCSI_LOGGIN...     1853         NaN   \n",
       "90   https://cateee.net/lkddb/web-lkddb/SCSI_SAS_HO...      189         NaN   \n",
       "91   https://cateee.net/lkddb/web-lkddb/SERIAL_8250...     3475         NaN   \n",
       "92   https://cateee.net/lkddb/web-lkddb/SKGE_GENESI...     7969         NaN   \n",
       "93        https://cateee.net/lkddb/web-lkddb/SLIP.html      171         NaN   \n",
       "94        https://cateee.net/lkddb/web-lkddb/SLOB.html     4022         NaN   \n",
       "95   https://cateee.net/lkddb/web-lkddb/SLUB_DEBUG....     2279         NaN   \n",
       "96   https://cateee.net/lkddb/web-lkddb/SND_PROC_FS...     4142         NaN   \n",
       "97   https://cateee.net/lkddb/web-lkddb/SSB_SILENT....     1671         NaN   \n",
       "98   https://cateee.net/lkddb/web-lkddb/SUNRPC_DEBU...     8154         NaN   \n",
       "99   https://cateee.net/lkddb/web-lkddb/SYSCTL_SYSC...     7074         NaN   \n",
       "100      https://cateee.net/lkddb/web-lkddb/SYSFS.html     8629         NaN   \n",
       "101  https://cateee.net/lkddb/web-lkddb/SYSTEM_EXTR...     4443         NaN   \n",
       "102    https://cateee.net/lkddb/web-lkddb/SYSV_FS.html     2304         NaN   \n",
       "103  https://cateee.net/lkddb/web-lkddb/THINKPAD_AC...     5248         NaN   \n",
       "104  https://cateee.net/lkddb/web-lkddb/TRIM_UNUSED...     4764         NaN   \n",
       "105  https://cateee.net/lkddb/web-lkddb/UBSAN_SANIT...        7         NaN   \n",
       "106  https://cateee.net/lkddb/web-lkddb/UNUSED_SYMB...      553         NaN   \n",
       "107    https://cateee.net/lkddb/web-lkddb/VFAT_FS.html      248         NaN   \n",
       "108  https://cateee.net/lkddb/web-lkddb/VIRTIO_PCI_...     1065         NaN   \n",
       "109  https://cateee.net/lkddb/web-lkddb/X86_16BIT.html     2343         NaN   \n",
       "110  https://cateee.net/lkddb/web-lkddb/X86_FAST_FE...     3095         NaN   \n",
       "111  https://cateee.net/lkddb/web-lkddb/X86_FEATURE...     5075         NaN   \n",
       "112  https://cateee.net/lkddb/web-lkddb/X86_INTEL_M...     1043         NaN   \n",
       "113   https://cateee.net/lkddb/web-lkddb/X86_SMAP.html     1537         NaN   \n",
       "114  https://cateee.net/lkddb/web-lkddb/X86_VSYSCAL...     2491         NaN   \n",
       "115  https://cateee.net/lkddb/web-lkddb/XFS_DEBUG.html       14         NaN   \n",
       "\n",
       "         freq  \n",
       "0    0.980502  \n",
       "1    0.980805  \n",
       "2    0.579966  \n",
       "3    0.685869  \n",
       "4    0.840199  \n",
       "5    0.377718  \n",
       "6    0.377708  \n",
       "7    0.801376  \n",
       "8    0.996583  \n",
       "9    0.378757  \n",
       "10   0.918634  \n",
       "11   0.919467  \n",
       "12   0.836900  \n",
       "13   0.247418  \n",
       "14   0.500719  \n",
       "15   0.951098  \n",
       "16   0.919964  \n",
       "17   0.892658  \n",
       "18   0.210250  \n",
       "19   0.893707  \n",
       "20   0.955900  \n",
       "21   0.887565  \n",
       "22   0.901429  \n",
       "23   0.961134  \n",
       "24   0.980524  \n",
       "25   0.188016  \n",
       "26   0.188967  \n",
       "27   0.188254  \n",
       "28   0.903862  \n",
       "29   0.952169  \n",
       "..        ...  \n",
       "86   0.860389  \n",
       "87   0.525743  \n",
       "88   0.733343  \n",
       "89   0.730748  \n",
       "90   0.794314  \n",
       "91   0.781607  \n",
       "92   0.980091  \n",
       "93   0.888603  \n",
       "94   0.915087  \n",
       "95   0.423949  \n",
       "96   0.811498  \n",
       "97   0.736869  \n",
       "98   0.984590  \n",
       "99   0.905992  \n",
       "100  0.004942  \n",
       "101  0.783175  \n",
       "102  0.756972  \n",
       "103  0.904446  \n",
       "104  0.879422  \n",
       "105  0.940230  \n",
       "106  0.495626  \n",
       "107  0.597106  \n",
       "108  0.801300  \n",
       "109  0.569919  \n",
       "110  0.253031  \n",
       "111  0.125942  \n",
       "112  0.595300  \n",
       "113  0.380422  \n",
       "114  0.378075  \n",
       "115  0.899363  \n",
       "\n",
       "[116 rows x 5 columns]"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import tuxml\n",
    "import pandas as pd\n",
    "\n",
    "df = tuxml.load_dataset()\n",
    "df_options = pd.read_csv(\"dataOptionsText/comparison/feature_importanceRF/optionsInBoth.csv\")\n",
    "df_options.sort_values(by=\"Ranking\")\n",
    "\n",
    "freq = []\n",
    "for o in df_options['option']:\n",
    "    freq.append(df[o].value_counts(normalize=True)[0])\n",
    "df_options[\"freq\"] = freq\n",
    "df_options"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# \"GZIP\" in df_options.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "# \"DEBUG_KERNEL\" in df_options.columns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "#result_table = pd.read_csv(\"/Users/macher1/Downloads/ResultsTeX.csv\")\n",
    "#print(result_table.to_latex())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "There are  116 common options\n",
      "11 are in the top 200\n",
      "7 are in the top 200-500\n",
      "5 are in the top 500-1000\n"
     ]
    },
    {
     "data": {
      "image/png": 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BFzXT396MH2jmXzHv+R9v6vQc8IFh70+PtbgK2N0cJ39D6yqVkT1GgN8DvgHsA/6K1pUqI3uMeKeoJBWxFLpcJEkdMNAlqQgDXZKKMNAlqQgDXZKKMNAlqQgDXZKKMNAlqYj/AzYd4xjJazWMAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "print(\"There are \", str(len(df_options)), \"common options\")\n",
    "plt.figure()\n",
    "df_options['Ranking'].hist()\n",
    "# ['Ranking']\n",
    "print(df_options.query(\"Ranking < 200\").shape[0], \"are in the top 200\")\n",
    "print(df_options.query(\"Ranking >= 200 and Ranking < 500\").shape[0], \"are in the top 200-500\")\n",
    "print(df_options.query(\"Ranking < 1000 and Ranking >= 500\").shape[0], \"are in the top 500-1000\")\n",
    "plt.savefig(\"ranking-overlapoptions.pdf\")\n",
    "plt.show()\n",
    "# df_options.sort_values(by='Ranking')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "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>Unnamed: 0</th>\n",
       "      <th>0</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>nbyes</td>\n",
       "      <td>4.157186e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>UBSAN_SANITIZE_ALL</td>\n",
       "      <td>1.970388e-01</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>GCOV_PROFILE_ALL</td>\n",
       "      <td>7.196020e-02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>KASAN</td>\n",
       "      <td>5.132146e-02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>KASAN_OUTLINE</td>\n",
       "      <td>4.865905e-02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>UBSAN_ALIGNMENT</td>\n",
       "      <td>2.962274e-02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>BLK_MQ_PCI</td>\n",
       "      <td>2.021476e-02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>KCOV_INSTRUMENT_ALL</td>\n",
       "      <td>1.370015e-02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>nbno</td>\n",
       "      <td>1.097138e-02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>MDIO</td>\n",
       "      <td>1.048133e-02</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>SCSI_ISCSI_ATTRS</td>\n",
       "      <td>3.676618e-03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>UBSAN_NULL</td>\n",
       "      <td>3.291949e-03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>SBITMAP</td>\n",
       "      <td>3.082470e-03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>BLOCK</td>\n",
       "      <td>3.056312e-03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>MAY_USE_DEVLINK</td>\n",
       "      <td>2.818806e-03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>IOSCHED_NOOP</td>\n",
       "      <td>2.779687e-03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>DRM_RADEON</td>\n",
       "      <td>1.791499e-03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>DRM_AMDGPU</td>\n",
       "      <td>1.790944e-03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>BNX2X</td>\n",
       "      <td>1.750480e-03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>DRM_I915</td>\n",
       "      <td>1.749044e-03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>BNX2</td>\n",
       "      <td>1.676663e-03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>DRM_TTM</td>\n",
       "      <td>1.449575e-03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>SG_POOL</td>\n",
       "      <td>1.385745e-03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>DRM_NOUVEAU</td>\n",
       "      <td>1.274568e-03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>NET</td>\n",
       "      <td>9.306030e-04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>BLK_SCSI_REQUEST</td>\n",
       "      <td>8.848410e-04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>DRM_KMS_HELPER</td>\n",
       "      <td>8.813719e-04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>DRM</td>\n",
       "      <td>8.704862e-04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>PRINTK</td>\n",
       "      <td>8.676437e-04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>NET_RX_BUSY_POLL</td>\n",
       "      <td>8.540905e-04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9151</th>\n",
       "      <td>MLXSW_SPECTRUM_DCB</td>\n",
       "      <td>9.824526e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9152</th>\n",
       "      <td>CRYPTO_WORKQUEUE</td>\n",
       "      <td>8.504931e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9153</th>\n",
       "      <td>ENABLE_DEFAULT_TRACERS</td>\n",
       "      <td>8.293014e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9154</th>\n",
       "      <td>KERNFS</td>\n",
       "      <td>7.083186e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9155</th>\n",
       "      <td>CRYPTO_HASH</td>\n",
       "      <td>6.338296e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9156</th>\n",
       "      <td>EVM_LOAD_X509</td>\n",
       "      <td>5.909577e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9157</th>\n",
       "      <td>CRYPTO_BLKCIPHER</td>\n",
       "      <td>5.495555e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9158</th>\n",
       "      <td>RT2800USB_RT33XX</td>\n",
       "      <td>5.411369e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9159</th>\n",
       "      <td>CRYPTO_BLKCIPHER2</td>\n",
       "      <td>5.377173e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9160</th>\n",
       "      <td>NFT_MASQ_IPV6</td>\n",
       "      <td>5.124571e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9161</th>\n",
       "      <td>USB_MTU3_GADGET</td>\n",
       "      <td>5.033244e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9162</th>\n",
       "      <td>VIDEO_EXYNOS4_ISP_DMA_CAPTURE</td>\n",
       "      <td>5.010849e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9163</th>\n",
       "      <td>RT2800USB</td>\n",
       "      <td>4.257503e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9164</th>\n",
       "      <td>CARL9170_HWRNG</td>\n",
       "      <td>3.910021e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9165</th>\n",
       "      <td>CRYPTO_MANAGER2</td>\n",
       "      <td>3.726897e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9166</th>\n",
       "      <td>XEN_SCSI_BACKEND</td>\n",
       "      <td>3.672367e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9167</th>\n",
       "      <td>SGI_GRU_DEBUG</td>\n",
       "      <td>3.433338e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9168</th>\n",
       "      <td>VIDEO_GC2235</td>\n",
       "      <td>3.258606e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9169</th>\n",
       "      <td>CRYPTO_ALGAPI</td>\n",
       "      <td>2.209005e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9170</th>\n",
       "      <td>IWLWIFI_PCIE_RTPM</td>\n",
       "      <td>2.015232e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9171</th>\n",
       "      <td>IMA_LOAD_X509</td>\n",
       "      <td>1.992394e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9172</th>\n",
       "      <td>DEFAULT_CDG</td>\n",
       "      <td>1.604916e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9173</th>\n",
       "      <td>RT2800PCI_RT33XX</td>\n",
       "      <td>1.106787e-09</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9174</th>\n",
       "      <td>XEN_NETDEV_BACKEND</td>\n",
       "      <td>9.580132e-10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9175</th>\n",
       "      <td>VIDEO_EXYNOS4_FIMC_IS</td>\n",
       "      <td>9.176905e-10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9176</th>\n",
       "      <td>DEFAULT_WESTWOOD</td>\n",
       "      <td>8.166476e-10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9177</th>\n",
       "      <td>IMA_APPRAISE_SIGNED_INIT</td>\n",
       "      <td>5.264937e-10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9178</th>\n",
       "      <td>DEFAULT_RENO</td>\n",
       "      <td>4.126950e-10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9179</th>\n",
       "      <td>VIDEO_S5P_MIPI_CSIS</td>\n",
       "      <td>6.317698e-11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9180</th>\n",
       "      <td>DEV_DAX_PMEM</td>\n",
       "      <td>3.129407e-12</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>9181 rows × 2 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                         Unnamed: 0             0\n",
       "0                             nbyes  4.157186e-01\n",
       "1                UBSAN_SANITIZE_ALL  1.970388e-01\n",
       "2                  GCOV_PROFILE_ALL  7.196020e-02\n",
       "3                             KASAN  5.132146e-02\n",
       "4                     KASAN_OUTLINE  4.865905e-02\n",
       "5                   UBSAN_ALIGNMENT  2.962274e-02\n",
       "6                        BLK_MQ_PCI  2.021476e-02\n",
       "7               KCOV_INSTRUMENT_ALL  1.370015e-02\n",
       "8                              nbno  1.097138e-02\n",
       "9                              MDIO  1.048133e-02\n",
       "10                 SCSI_ISCSI_ATTRS  3.676618e-03\n",
       "11                       UBSAN_NULL  3.291949e-03\n",
       "12                          SBITMAP  3.082470e-03\n",
       "13                            BLOCK  3.056312e-03\n",
       "14                  MAY_USE_DEVLINK  2.818806e-03\n",
       "15                     IOSCHED_NOOP  2.779687e-03\n",
       "16                       DRM_RADEON  1.791499e-03\n",
       "17                       DRM_AMDGPU  1.790944e-03\n",
       "18                            BNX2X  1.750480e-03\n",
       "19                         DRM_I915  1.749044e-03\n",
       "20                             BNX2  1.676663e-03\n",
       "21                          DRM_TTM  1.449575e-03\n",
       "22                          SG_POOL  1.385745e-03\n",
       "23                      DRM_NOUVEAU  1.274568e-03\n",
       "24                              NET  9.306030e-04\n",
       "25                 BLK_SCSI_REQUEST  8.848410e-04\n",
       "26                   DRM_KMS_HELPER  8.813719e-04\n",
       "27                              DRM  8.704862e-04\n",
       "28                           PRINTK  8.676437e-04\n",
       "29                 NET_RX_BUSY_POLL  8.540905e-04\n",
       "...                             ...           ...\n",
       "9151             MLXSW_SPECTRUM_DCB  9.824526e-09\n",
       "9152               CRYPTO_WORKQUEUE  8.504931e-09\n",
       "9153         ENABLE_DEFAULT_TRACERS  8.293014e-09\n",
       "9154                         KERNFS  7.083186e-09\n",
       "9155                    CRYPTO_HASH  6.338296e-09\n",
       "9156                  EVM_LOAD_X509  5.909577e-09\n",
       "9157               CRYPTO_BLKCIPHER  5.495555e-09\n",
       "9158               RT2800USB_RT33XX  5.411369e-09\n",
       "9159              CRYPTO_BLKCIPHER2  5.377173e-09\n",
       "9160                  NFT_MASQ_IPV6  5.124571e-09\n",
       "9161                USB_MTU3_GADGET  5.033244e-09\n",
       "9162  VIDEO_EXYNOS4_ISP_DMA_CAPTURE  5.010849e-09\n",
       "9163                      RT2800USB  4.257503e-09\n",
       "9164                 CARL9170_HWRNG  3.910021e-09\n",
       "9165                CRYPTO_MANAGER2  3.726897e-09\n",
       "9166               XEN_SCSI_BACKEND  3.672367e-09\n",
       "9167                  SGI_GRU_DEBUG  3.433338e-09\n",
       "9168                   VIDEO_GC2235  3.258606e-09\n",
       "9169                  CRYPTO_ALGAPI  2.209005e-09\n",
       "9170              IWLWIFI_PCIE_RTPM  2.015232e-09\n",
       "9171                  IMA_LOAD_X509  1.992394e-09\n",
       "9172                    DEFAULT_CDG  1.604916e-09\n",
       "9173               RT2800PCI_RT33XX  1.106787e-09\n",
       "9174             XEN_NETDEV_BACKEND  9.580132e-10\n",
       "9175          VIDEO_EXYNOS4_FIMC_IS  9.176905e-10\n",
       "9176               DEFAULT_WESTWOOD  8.166476e-10\n",
       "9177       IMA_APPRAISE_SIGNED_INIT  5.264937e-10\n",
       "9178                   DEFAULT_RENO  4.126950e-10\n",
       "9179            VIDEO_S5P_MIPI_CSIS  6.317698e-11\n",
       "9180                   DEV_DAX_PMEM  3.129407e-12\n",
       "\n",
       "[9181 rows x 2 columns]"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_gzip = pd.read_csv('feature_importanceRF-GZIP.csv')\n",
    "df_gzip\n",
    "# df_vmlinux = pd.read_csv('feature_importanceRF.csv', header=None)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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