Final_Exam_solutions.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##Exception Handling\n",
    "\n",
    "Write a function to add two numbers, if either of the arguements is not an int or float, throw a new ArguementsMustBeNumbers exception."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "class ArguementsMustBeNumbers(Exception):\n",
    "    None"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "def add_two(x,y):\n",
    "    raise(\"todo\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "ok_types = set([int,float])\n",
    "def add_two(x,y):\n",
    "    if type(x) not in ok_types or type(y) not in ok_types:\n",
    "        raise ArguementsMustBeNumbers()\n",
    "    return x + y\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "After this code is correctly implmented, the following code should print True 4 times."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "True\n",
      "True\n",
      "True\n",
      "True\n"
     ]
    }
   ],
   "source": [
    "print add_two(1,1)==2\n",
    "try:\n",
    "    add_two(\"t\",1)\n",
    "    print False\n",
    "except ArguementsMustBeNumbers:\n",
    "    print True\n",
    "try:\n",
    "    add_two(2,\"f\")\n",
    "    print False\n",
    "except ArguementsMustBeNumbers:\n",
    "    print True\n",
    "try:\n",
    "    add_two(\"t\",\"f\")\n",
    "    print False\n",
    "except ArguementsMustBeNumbers:\n",
    "    print True"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##Unix Piping \n",
    "\n",
    "Below we generate a file called ps_out which contains a details about all processes on our machine.  In particular it is a csv file containing the PID, Username which owns the process, and the percent of the CPU time occupied by it.\n",
    "\n",
    "We'll ask you to process this file using unix tools."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": false,
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "PID,USER,%CPU\r\n",
      "1,root,0.0\r\n",
      "2,root,0.0\r\n",
      "3,root,0.0\r\n",
      "5,root,0.0\r\n",
      "7,root,0.0\r\n",
      "8,root,0.0\r\n",
      "9,root,0.0\r\n",
      "10,root,0.0\r\n",
      "11,root,0.0\r\n"
     ]
    }
   ],
   "source": [
    "!ps -Ao \"pid,user,%cpu\" | sed \"s/^ *//\" | sed \"s/  */,/g\" > ps_out\n",
    "!head ps_out"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "First using **only unix tools** count the number of processes by each user is running"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "   1 USER\r\n",
      "   1 _appleevents\r\n",
      "   3 _assetcache\r\n",
      "   2 _coreaudiod\r\n",
      "   1 _distnote\r\n",
      "   1 _iconservices\r\n",
      "   1 _locationd\r\n",
      "   1 _mdnsresponder\r\n",
      "   1 _netbios\r\n",
      "   1 _networkd\r\n",
      "   1 _nsurlsessiond\r\n",
      "   1 _nsurlstoraged\r\n",
      "   2 _softwareupdate\r\n",
      "   4 _spotlight\r\n",
      "   1 _usbmuxd\r\n",
      "   1 _windowserver\r\n",
      "   2 admin\r\n",
      "  97 root\r\n",
      "   4 yfreund\r\n",
      " 205 yoavfreund\r\n"
     ]
    }
   ],
   "source": [
    "!cat ps_out | cut -d, -f 2 | sort | uniq -c"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now again using **only unix tools** find the pid which is using the largest cpu %.\n",
    "\n",
    "Your output should only be a single number (the process id consuming the largest cpu amount), i.e. `30048`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "#raise(\"Todo\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "144\r\n"
     ]
    }
   ],
   "source": [
    "!cat ps_out | sort -t, -k 3,3nr | cut -d, -f 1 | head -1"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##Directory Walking\n",
    "\n",
    "Below we have written a program which uses os.walk, unix tools, and python to find the 3 longest files by line count within each directory under the /etc/ directory.\n",
    "\n",
    "However, it is currently has several problems which you are tasked with fixing.\n",
    "\n",
    "Here are the current problems which must be fixed:\n",
    "\n",
    "1. the output is not sorted by line count\n",
    "2. the \"total\" line listing the total lines across the directory is not a file and should be removed\n",
    "3. more than three files are being printed\n",
    "4. directories that contain no files are being printed\n",
    "\n",
    "These issues should be resolved by using a combintation of python and or unix commands.  Please ensure the output format is not changed."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Longest files in /etc:\n",
      "\t/etc/6to4.conf.applesaved\t20\n",
      "\t/etc/afpovertcp.cfg\t20\n",
      "\t/etc/aliases\t257\n",
      "\t/etc/appletalk.cfg\t1\n",
      "\t/etc/appletalk.nvram.en0\t1\n",
      "\t/etc/appletalk.nvram.en1\t0\n",
      "\t/etc/asl.conf\t31\n",
      "\t/etc/authorization.deprecated\t9757\n",
      "\t/etc/authorization.user_modified\t641\n",
      "\t/etc/auto_home\t8\n",
      "\t/etc/auto_master\t8\n",
      "\t/etc/autofs.conf\t50\n",
      "\t/etc/bashrc\t22\n",
      "\t/etc/com.apple.screensharing.agent.launchd\t0\n",
      "\t/etc/crontab\t4\n",
      "\t/etc/crontab.applesaved\t4\n",
      "\t/etc/csh.cshrc\t10\n",
      "\t/etc/csh.login\t5\n",
      "\t/etc/csh.logout\t1\n",
      "\t/etc/dnsextd.conf\t60\n",
      "\t/etc/dumpdates\t0\n",
      "\t/etc/efax.rc\t42\n",
      "\t/etc/find.codes\t0\n",
      "\t/etc/fstab.hd\t3\n",
      "\t/etc/ftpd.conf\t2\n",
      "\t/etc/ftpd.conf.default\t2\n",
      "\t/etc/ftpusers\t9\n",
      "\t/etc/gettytab\t205\n",
      "\t/etc/group\t115\n",
      "\t/etc/group~previous\t109\n",
      "\t/etc/hostconfig.system_default\t12\n",
      "\t/etc/hosts\t9\n",
      "\t/etc/hosts.equiv\t0\n",
      "\t/etc/hosts.lpd\t0\n",
      "\t/etc/inetd.conf.applesaved\t66\n",
      "\t/etc/irbrc\t38\n",
      "\t/etc/kern_loader.conf\t0\n",
      "\t/etc/kern_loader.conf.applesaved\t0\n",
      "\t/etc/localtime\t3\n",
      "\t/etc/locate.rc\t26\n",
      "\t/etc/mail.rc\t2\n",
      "\t/etc/man.conf\t140\n",
      "\t/etc/manpaths\t2\n",
      "\t/etc/moduli\t262\n",
      "\t/etc/moduli~previous\t262\n",
      "\t/etc/named.conf.applesaved\t61\n",
      "\t/etc/nanorc\t1\n",
      "\t/etc/networks\t4\n",
      "\t/etc/newsyslog.conf\t25\n",
      "\t/etc/nfs.conf\t3\n",
      "\t/etc/notify.conf\t10\n",
      "\t/etc/ntp-restrict.conf\t13\n",
      "\t/etc/ntp.conf\t1\n",
      "\t/etc/ntp.conf.applesaved\t1\n",
      "\t/etc/ntp_opendirectory.conf\t2\n",
      "\t/etc/passwd\t86\n",
      "\t/etc/passwd~orig\t91\n",
      "\t/etc/paths\t5\n",
      "\t/etc/pear.conf-previous\t1\n",
      "\t/etc/pf.conf\t27\n",
      "\t/etc/pf.os\t687\n",
      "\t/etc/php-fpm.conf.default\t527\n",
      "\t/etc/php.ini.default\t1939\n",
      "\t/etc/php.ini.default-5.2-previous\t1831\n",
      "\t/etc/php.ini.default-5.2-previous~orig\t1924\n",
      "\t/etc/printcap\t16\n",
      "\t/etc/profile\t9\n",
      "\t/etc/protocols\t146\n",
      "\t/etc/rc.common\t91\n",
      "\t/etc/rc.imaging\t21\n",
      "\t/etc/rc.netboot\t238\n",
      "\t/etc/resolv.conf\t12\n",
      "\t/etc/rmtab\t0\n",
      "\t/etc/rpc\t43\n",
      "\t/etc/rtadvd.conf\t20\n",
      "\t/etc/rtadvd.conf.applesaved\t21\n",
      "\t/etc/services\t13921\n",
      "\t/etc/shells\t10\n",
      "\t/etc/slpsa.conf\t1\n",
      "\t/etc/slpsa.conf.applesaved\t1\n",
      "\t/etc/smb.conf\t100\n",
      "\t/etc/smb.conf.applesaved\t58\n",
      "\t/etc/smb.conf.old\t99\n",
      "\t/etc/ssh_config\t54\n",
      "\t/etc/ssh_config.applesaved\t39\n",
      "\t/etc/ssh_config.system_default\t46\n",
      "\t/etc/ssh_config~orig\t99\n",
      "\t/etc/ssh_host_dsa_key.pub\t1\n",
      "\t/etc/ssh_host_key.pub\t1\n",
      "\t/etc/ssh_host_rsa_key.pub\t1\n",
      "\t/etc/sshd_config\t137\n",
      "\t/etc/sshd_config.applesaved\t107\n",
      "\t/etc/sshd_config.system_default\t121\n",
      "\t/etc/sshd_config~previous\t140\n",
      "\t/etc/syslog.conf\t3\n",
      "\t/etc/syslog.conf.applesaved\t21\n",
      "\t/etc/ttys\t38\n",
      "\t/etc/ttys.applesaved\t69\n",
      "\t/etc/xinetd.conf.applesaved\t12\n",
      "\t/etc/xtab\t0\n",
      "\t/etc/zshenv\t4\n",
      "\ttotal\t35148\n",
      "\n",
      "Longest files in /etc/apache2:\n",
      "\t/etc/apache2/httpd.conf\t540\n",
      "\t/etc/apache2/httpd.conf.pre-update\t500\n",
      "\t/etc/apache2/httpd.conf~previous\t501\n",
      "\t/etc/apache2/magic\t385\n",
      "\t/etc/apache2/mime.types\t1596\n",
      "\ttotal\t3522\n",
      "\n",
      "Longest files in /etc/apache2/extra:\n",
      "\t/etc/apache2/extra/httpd-autoindex.conf\t93\n",
      "\t/etc/apache2/extra/httpd-dav.conf\t50\n",
      "\t/etc/apache2/extra/httpd-default.conf\t90\n",
      "\t/etc/apache2/extra/httpd-info.conf\t36\n",
      "\t/etc/apache2/extra/httpd-languages.conf\t141\n",
      "\t/etc/apache2/extra/httpd-manual.conf\t33\n",
      "\t/etc/apache2/extra/httpd-mpm.conf\t119\n",
      "\t/etc/apache2/extra/httpd-multilang-errordoc.conf\t52\n",
      "\t/etc/apache2/extra/httpd-ssl.conf\t249\n",
      "\t/etc/apache2/extra/httpd-userdir.conf\t19\n",
      "\t/etc/apache2/extra/httpd-vhosts.conf\t41\n",
      "\t/etc/apache2/extra/proxy-html.conf\t90\n",
      "\ttotal\t1013\n",
      "\n",
      "Longest files in /etc/apache2/original:\n",
      "\t/etc/apache2/original/httpd.conf\t540\n",
      "\ttotal\t540\n",
      "\n",
      "Longest files in /etc/apache2/original/extra:\n",
      "\t/etc/apache2/original/extra/httpd-autoindex.conf\t93\n",
      "\t/etc/apache2/original/extra/httpd-dav.conf\t50\n",
      "\t/etc/apache2/original/extra/httpd-default.conf\t90\n",
      "\t/etc/apache2/original/extra/httpd-info.conf\t36\n",
      "\t/etc/apache2/original/extra/httpd-languages.conf\t141\n",
      "\t/etc/apache2/original/extra/httpd-manual.conf\t33\n",
      "\t/etc/apache2/original/extra/httpd-mpm.conf\t119\n",
      "\t/etc/apache2/original/extra/httpd-multilang-errordoc.conf\t52\n",
      "\t/etc/apache2/original/extra/httpd-ssl.conf\t249\n",
      "\t/etc/apache2/original/extra/httpd-userdir.conf\t19\n",
      "\t/etc/apache2/original/extra/httpd-vhosts.conf\t41\n",
      "\t/etc/apache2/original/extra/proxy-html.conf\t90\n",
      "\ttotal\t1013\n",
      "\n",
      "Longest files in /etc/apache2/other:\n",
      "\t/etc/apache2/other/iipsrv.conf\t15\n",
      "\t/etc/apache2/other/php5.conf\t8\n",
      "\ttotal\t23\n",
      "\n",
      "Longest files in /etc/apache2/users:\n",
      "\t/etc/apache2/users/Guest.conf\t6\n",
      "\t/etc/apache2/users/yoavfreund.conf\t6\n",
      "\ttotal\t12\n",
      "\n",
      "Longest files in /etc/asl:\n",
      "\t/etc/asl/com.apple.AccountPolicyHelper\t4\n",
      "\t/etc/asl/com.apple.CoreDuetAdmissionControl\t11\n",
      "\t/etc/asl/com.apple.MessageTracer\t3\n",
      "\t/etc/asl/com.apple.airplay.mac\t1\n",
      "\t/etc/asl/com.apple.authd\t4\n",
      "\t/etc/asl/com.apple.awdd\t4\n",
      "\t/etc/asl/com.apple.callhistory.asl.conf\t4\n",
      "\t/etc/asl/com.apple.cloudd\t5\n",
      "\t/etc/asl/com.apple.clouddocs\t8\n",
      "\t/etc/asl/com.apple.commerce.asl\t3\n",
      "\t/etc/asl/com.apple.coreduetd\t4\n",
      "\t/etc/asl/com.apple.eventmonitor\t3\n",
      "\t/etc/asl/com.apple.family.asl\t7\n",
      "\t/etc/asl/com.apple.ical\t1\n",
      "\t/etc/asl/com.apple.icloud.FindMyDevice\t19\n",
      "\t/etc/asl/com.apple.install\t3\n",
      "\t/etc/asl/com.apple.iokit.power\t2\n",
      "\t/etc/asl/com.apple.login.guest\t7\n",
      "\t/etc/asl/com.apple.mail\t4\n",
      "\t/etc/asl/com.apple.networking.IPConfiguration\t2\n",
      "\t/etc/asl/com.apple.networking.IPMonitor\t1\n",
      "\t/etc/asl/com.apple.networking.NetworkStatistics\t2\n",
      "\t/etc/asl/com.apple.networking.captive\t1\n",
      "\t/etc/asl/com.apple.networking.discoveryd\t1\n",
      "\t/etc/asl/com.apple.networking.eapol\t1\n",
      "\t/etc/asl/com.apple.networking.internetsharing.preference\t1\n",
      "\t/etc/asl/com.apple.networking.libsystem_network\t3\n",
      "\t/etc/asl/com.apple.networking.mDNSResponder\t1\n",
      "\t/etc/asl/com.apple.networking.networkd\t3\n",
      "\t/etc/asl/com.apple.networking.networkextension\t3\n",
      "\t/etc/asl/com.apple.networking.networksharing\t1\n",
      "\t/etc/asl/com.apple.networking.symptoms\t23\n",
      "\t/etc/asl/com.apple.performance\t3\n",
      "\t/etc/asl/com.apple.secinitd\t7\n",
      "\t/etc/asl/com.apple.securityd\t28\n",
      "\t/etc/asl/com.openssh.sshd\t5\n",
      "\ttotal\t183\n",
      "\n",
      "Longest files in /etc/cups:\n",
      "\t/etc/cups/cups-files.conf\t95\n",
      "\t/etc/cups/cupsd.conf\t178\n",
      "\t/etc/cups/cupsd.conf.default\t175\n",
      "\t/etc/cups/cupsd.conf.pre-update\t188\n",
      "\t/etc/cups/snmp.conf\t14\n",
      "\t/etc/cups/snmp.conf.pre-update\t13\n",
      "\ttotal\t663\n",
      "\n",
      "Longest files in /etc/cups/interfaces:\n",
      "\n",
      "Longest files in /etc/cups/ppd:\n",
      "\t/etc/cups/ppd/Officejet_Pro_8500_A909g__9A9749_.ppd\t10223\n",
      "\t/etc/cups/ppd/Officejet_Pro_8500_A909g__9A9749_.ppd.O\t10223\n",
      "\t/etc/cups/ppd/Officejet_Pro_8500_A909g__9A9749__1.ppd\t10224\n",
      "\t/etc/cups/ppd/p3107_c1.ppd\t6813\n",
      "\t/etc/cups/ppd/p4107_b1_ucsd_edu.ppd\t5899\n",
      "\t/etc/cups/ppd/p4107_c1.ppd\t5926\n",
      "\t/etc/cups/ppd/p4107_c1.ppd.O\t5926\n",
      "\t/etc/cups/ppd/p4107_c1_ucsd_edu___Joseph_Perlab_9s_MacBook_Air.ppd\t1087\n",
      "\ttotal\t56321\n",
      "\n",
      "Longest files in /etc/defaults:\n",
      "\t/etc/defaults/periodic.conf\t139\n",
      "\n",
      "Longest files in /etc/emond.d:\n",
      "\t/etc/emond.d/emond.plist\t39\n",
      "\ttotal\t39\n",
      "\n",
      "Longest files in /etc/emond.d/rules:\n",
      "\t/etc/emond.d/rules/SampleRules.plist\t38\n",
      "\n",
      "Longest files in /etc/mach_init.d:\n",
      "\n",
      "Longest files in /etc/mach_init_per_login_session.d:\n",
      "\n",
      "Longest files in /etc/mach_init_per_user.d:\n",
      "\n",
      "Longest files in /etc/manpaths.d:\n",
      "\n",
      "Longest files in /etc/newsyslog.d:\n",
      "\t/etc/newsyslog.d/com.apple.slapconfig.conf\t2\n",
      "\t/etc/newsyslog.d/com.apple.xscertd.conf\t2\n",
      "\t/etc/newsyslog.d/files.conf\t2\n",
      "\t/etc/newsyslog.d/wifi.conf\t2\n",
      "\ttotal\t8\n",
      "\n",
      "Longest files in /etc/openldap:\n",
      "\t/etc/openldap/AppleOpenLDAP.plist\t4761\n",
      "\t/etc/openldap/ldap.conf\t15\n",
      "\t/etc/openldap/ldap.conf.default\t15\n",
      "\ttotal\t4791\n",
      "\n",
      "Longest files in /etc/openldap/schema:\n",
      "\t/etc/openldap/schema/README\t80\n",
      "\t/etc/openldap/schema/apple.schema\t1814\n",
      "\t/etc/openldap/schema/apple_auxillary.schema\t20\n",
      "\t/etc/openldap/schema/collective.ldif\t48\n",
      "\t/etc/openldap/schema/collective.schema\t190\n",
      "\t/etc/openldap/schema/corba.ldif\t42\n",
      "\t/etc/openldap/schema/corba.schema\t239\n",
      "\t/etc/openldap/schema/core.ldif\t591\n",
      "\t/etc/openldap/schema/core.schema\t610\n",
      "\t/etc/openldap/schema/cosine.ldif\t200\n",
      "\t/etc/openldap/schema/cosine.schema\t2571\n",
      "\t/etc/openldap/schema/duaconf.ldif\t83\n",
      "\t/etc/openldap/schema/duaconf.schema\t261\n",
      "\t/etc/openldap/schema/dyngroup.ldif\t71\n",
      "\t/etc/openldap/schema/dyngroup.schema\t91\n",
      "\t/etc/openldap/schema/fmserver.schema\t60\n",
      "\t/etc/openldap/schema/inetorgperson.ldif\t69\n",
      "\t/etc/openldap/schema/inetorgperson.schema\t155\n",
      "\t/etc/openldap/schema/java.ldif\t59\n",
      "\t/etc/openldap/schema/java.schema\t403\n",
      "\t/etc/openldap/schema/krb5-kdc.schema\t134\n",
      "\t/etc/openldap/schema/microsoft.ext.schema\t5383\n",
      "\t/etc/openldap/schema/microsoft.schema\t4835\n",
      "\t/etc/openldap/schema/microsoft.std.schema\t480\n",
      "\t/etc/openldap/schema/misc.ldif\t45\n",
      "\t/etc/openldap/schema/misc.schema\t75\n",
      "\t/etc/openldap/schema/netinfo.schema\t240\n",
      "\t/etc/openldap/schema/nis.ldif\t120\n",
      "\t/etc/openldap/schema/nis.schema\t241\n",
      "\t/etc/openldap/schema/openldap.ldif\t88\n",
      "\t/etc/openldap/schema/openldap.schema\t54\n",
      "\t/etc/openldap/schema/pmi.ldif\t123\n",
      "\t/etc/openldap/schema/pmi.schema\t464\n",
      "\t/etc/openldap/schema/ppolicy.ldif\t75\n",
      "\t/etc/openldap/schema/ppolicy.schema\t531\n",
      "\t/etc/openldap/schema/samba.schema\t179\n",
      "\ttotal\t20724\n",
      "\n",
      "Longest files in /etc/opt:\n",
      "\n",
      "Longest files in /etc/opt/cisco-vpnclient:\n",
      "\t/etc/opt/cisco-vpnclient/internal.ini\t18\n",
      "\t/etc/opt/cisco-vpnclient/pophelp.html\t53\n",
      "\t/etc/opt/cisco-vpnclient/vpnclient.ini\t29\n",
      "\ttotal\t100\n",
      "\n",
      "Longest files in /etc/opt/cisco-vpnclient/Certificates:\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/caaaaaaa.cdx\t1\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/caaaaaaa.dbf\t1\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/caaaaaaa.fpt\t0\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/cbaaaaaa.cdx\t1\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/cbaaaaaa.dbf\t1\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/cbaaaaaa.fpt\t0\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/ccaaaaaa.cdx\t1\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/ccaaaaaa.dbf\t1\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/ccaaaaaa.fpt\t0\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/cdaaaaaa.cdx\t1\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/cdaaaaaa.dbf\t1\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/cdaaaaaa.fpt\t0\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/ceaaaaaa.cdx\t1\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/ceaaaaaa.dbf\t1\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/ceaaaaaa.fpt\t0\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/paaaaaaa.cdx\t2\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/paaaaaaa.dbf\t1\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/paaaaaaa.fpt\t0\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/pbaaaaaa.cdx\t2\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/pbaaaaaa.dbf\t1\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/pbaaaaaa.fpt\t0\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/pcaaaaaa.cdx\t2\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/pcaaaaaa.dbf\t1\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/pcaaaaaa.fpt\t0\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/pdaaaaaa.cdx\t2\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/pdaaaaaa.dbf\t1\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/pdaaaaaa.fpt\t0\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/peaaaaaa.cdx\t2\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/peaaaaaa.dbf\t1\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/peaaaaaa.fpt\t0\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/raaaaaaa.cdx\t2\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/raaaaaaa.dbf\t1\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/raaaaaaa.fpt\t0\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/rbaaaaaa.cdx\t2\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/rbaaaaaa.dbf\t1\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/rbaaaaaa.fpt\t0\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/rcaaaaaa.cdx\t2\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/rcaaaaaa.dbf\t1\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/rcaaaaaa.fpt\t0\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/rdaaaaaa.cdx\t2\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/rdaaaaaa.dbf\t1\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/rdaaaaaa.fpt\t0\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/reaaaaaa.cdx\t2\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/reaaaaaa.dbf\t1\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/reaaaaaa.fpt\t0\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/rsadb.cdx\t2\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/rsadb.dbf\t0\n",
      "\ttotal\t42\n",
      "\n",
      "Longest files in /etc/opt/cisco-vpnclient/Help:\n",
      "\t/etc/opt/cisco-vpnclient/Help/CiscoLogo.gif\t5\n",
      "\t/etc/opt/cisco-vpnclient/Help/Help.pdf\t15135\n",
      "\t/etc/opt/cisco-vpnclient/Help/HelpIX.hhk\t1819\n",
      "\t/etc/opt/cisco-vpnclient/Help/HelpTOC.hhc\t462\n",
      "\t/etc/opt/cisco-vpnclient/Help/MapGUIHelp.hlp\t50\n",
      "\t/etc/opt/cisco-vpnclient/Help/MapGUIHelp_hlp.js\t53\n",
      "\t/etc/opt/cisco-vpnclient/Help/SearchHelp_sch.js\t93\n",
      "\t/etc/opt/cisco-vpnclient/Help/banner.html\t120\n",
      "\t/etc/opt/cisco-vpnclient/Help/certs.html\t80\n",
      "\t/etc/opt/cisco-vpnclient/Help/certs10.html\t155\n",
      "\t/etc/opt/cisco-vpnclient/Help/certs11.html\t99\n",
      "\t/etc/opt/cisco-vpnclient/Help/certs12.html\t124\n",
      "\t/etc/opt/cisco-vpnclient/Help/certs13.html\t76\n",
      "\t/etc/opt/cisco-vpnclient/Help/certs14.html\t91\n",
      "\t/etc/opt/cisco-vpnclient/Help/certs2.html\t88\n",
      "\t/etc/opt/cisco-vpnclient/Help/certs3.html\t309\n",
      "\t/etc/opt/cisco-vpnclient/Help/certs4.html\t65\n",
      "\t/etc/opt/cisco-vpnclient/Help/certs5.html\t78\n",
      "\t/etc/opt/cisco-vpnclient/Help/certs6.html\t82\n",
      "\t/etc/opt/cisco-vpnclient/Help/certs7.html\t91\n",
      "\t/etc/opt/cisco-vpnclient/Help/certs8.html\t77\n",
      "\t/etc/opt/cisco-vpnclient/Help/certs9.html\t99\n",
      "\t/etc/opt/cisco-vpnclient/Help/config.html\t74\n",
      "\t/etc/opt/cisco-vpnclient/Help/config10.html\t75\n",
      "\t/etc/opt/cisco-vpnclient/Help/config11.html\t122\n",
      "\t/etc/opt/cisco-vpnclient/Help/config2.html\t133\n",
      "\t/etc/opt/cisco-vpnclient/Help/config3.html\t64\n",
      "\t/etc/opt/cisco-vpnclient/Help/config4.html\t82\n",
      "\t/etc/opt/cisco-vpnclient/Help/config5.html\t140\n",
      "\t/etc/opt/cisco-vpnclient/Help/config6.html\t101\n",
      "\t/etc/opt/cisco-vpnclient/Help/config7.html\t87\n",
      "\t/etc/opt/cisco-vpnclient/Help/config8.html\t77\n",
      "\t/etc/opt/cisco-vpnclient/Help/config9.html\t96\n",
      "\t/etc/opt/cisco-vpnclient/Help/connect.html\t64\n",
      "\t/etc/opt/cisco-vpnclient/Help/connect2.html\t89\n",
      "\t/etc/opt/cisco-vpnclient/Help/connect3.html\t91\n",
      "\t/etc/opt/cisco-vpnclient/Help/connect4.html\t90\n",
      "\t/etc/opt/cisco-vpnclient/Help/connect5.html\t68\n",
      "\t/etc/opt/cisco-vpnclient/Help/connect6.html\t68\n",
      "\t/etc/opt/cisco-vpnclient/Help/connect7.html\t85\n",
      "\t/etc/opt/cisco-vpnclient/Help/connect8.html\t89\n",
      "\t/etc/opt/cisco-vpnclient/Help/connect9.html\t90\n",
      "\t/etc/opt/cisco-vpnclient/Help/gui.html\t64\n",
      "\t/etc/opt/cisco-vpnclient/Help/gui10.html\t63\n",
      "\t/etc/opt/cisco-vpnclient/Help/gui11.html\t68\n",
      "\t/etc/opt/cisco-vpnclient/Help/gui12.html\t83\n",
      "\t/etc/opt/cisco-vpnclient/Help/gui13.html\t63\n",
      "\t/etc/opt/cisco-vpnclient/Help/gui14.html\t99\n",
      "\t/etc/opt/cisco-vpnclient/Help/gui15.html\t73\n",
      "\t/etc/opt/cisco-vpnclient/Help/gui16.html\t98\n",
      "\t/etc/opt/cisco-vpnclient/Help/gui17.html\t99\n",
      "\t/etc/opt/cisco-vpnclient/Help/gui18.html\t64\n",
      "\t/etc/opt/cisco-vpnclient/Help/gui19.html\t87\n",
      "\t/etc/opt/cisco-vpnclient/Help/gui2.html\t100\n",
      "\t/etc/opt/cisco-vpnclient/Help/gui20.html\t84\n",
      "\t/etc/opt/cisco-vpnclient/Help/gui3.html\t75\n",
      "\t/etc/opt/cisco-vpnclient/Help/gui4.html\t69\n",
      "\t/etc/opt/cisco-vpnclient/Help/gui5.html\t68\n",
      "\t/etc/opt/cisco-vpnclient/Help/gui6.html\t63\n",
      "\t/etc/opt/cisco-vpnclient/Help/gui7.html\t77\n",
      "\t/etc/opt/cisco-vpnclient/Help/gui8.html\t69\n",
      "\t/etc/opt/cisco-vpnclient/Help/gui9.html\t63\n",
      "\t/etc/opt/cisco-vpnclient/Help/ind.html\t566\n",
      "\t/etc/opt/cisco-vpnclient/Help/index.html\t49\n",
      "\t/etc/opt/cisco-vpnclient/Help/install.html\t63\n",
      "\t/etc/opt/cisco-vpnclient/Help/install10.html\t84\n",
      "\t/etc/opt/cisco-vpnclient/Help/install11.html\t68\n",
      "\t/etc/opt/cisco-vpnclient/Help/install12.html\t87\n",
      "\t/etc/opt/cisco-vpnclient/Help/install13.html\t67\n",
      "\t/etc/opt/cisco-vpnclient/Help/install14.html\t123\n",
      "\t/etc/opt/cisco-vpnclient/Help/install15.html\t87\n",
      "\t/etc/opt/cisco-vpnclient/Help/install16.html\t110\n",
      "\t/etc/opt/cisco-vpnclient/Help/install2.html\t63\n",
      "\t/etc/opt/cisco-vpnclient/Help/install3.html\t99\n",
      "\t/etc/opt/cisco-vpnclient/Help/install4.html\t78\n",
      "\t/etc/opt/cisco-vpnclient/Help/install5.html\t93\n",
      "\t/etc/opt/cisco-vpnclient/Help/install6.html\t74\n",
      "\t/etc/opt/cisco-vpnclient/Help/install7.html\t84\n",
      "\t/etc/opt/cisco-vpnclient/Help/install8.html\t71\n",
      "\t/etc/opt/cisco-vpnclient/Help/install9.html\t85\n",
      "\t/etc/opt/cisco-vpnclient/Help/intro.html\t92\n",
      "\t/etc/opt/cisco-vpnclient/Help/intro2.html\t78\n",
      "\t/etc/opt/cisco-vpnclient/Help/intro3.html\t124\n",
      "\t/etc/opt/cisco-vpnclient/Help/intro4.html\t171\n",
      "\t/etc/opt/cisco-vpnclient/Help/intro5.html\t312\n",
      "\t/etc/opt/cisco-vpnclient/Help/intro6.html\t146\n",
      "\t/etc/opt/cisco-vpnclient/Help/intro7.html\t177\n",
      "\t/etc/opt/cisco-vpnclient/Help/intro8.html\t229\n",
      "\t/etc/opt/cisco-vpnclient/Help/manage.html\t63\n",
      "\t/etc/opt/cisco-vpnclient/Help/manage10.html\t90\n",
      "\t/etc/opt/cisco-vpnclient/Help/manage11.html\t90\n",
      "\t/etc/opt/cisco-vpnclient/Help/manage12.html\t307\n",
      "\t/etc/opt/cisco-vpnclient/Help/manage13.html\t87\n",
      "\t/etc/opt/cisco-vpnclient/Help/manage14.html\t95\n",
      "\t/etc/opt/cisco-vpnclient/Help/manage2.html\t63\n",
      "\t/etc/opt/cisco-vpnclient/Help/manage3.html\t85\n",
      "\t/etc/opt/cisco-vpnclient/Help/manage4.html\t87\n",
      "\t/etc/opt/cisco-vpnclient/Help/manage5.html\t98\n",
      "\t/etc/opt/cisco-vpnclient/Help/manage6.html\t90\n",
      "\t/etc/opt/cisco-vpnclient/Help/manage7.html\t77\n",
      "\t/etc/opt/cisco-vpnclient/Help/manage8.html\t68\n",
      "\t/etc/opt/cisco-vpnclient/Help/manage9.html\t280\n",
      "\t/etc/opt/cisco-vpnclient/Help/tindex.html\t40\n",
      "\t/etc/opt/cisco-vpnclient/Help/toc.html\t132\n",
      "\ttotal\t27597\n",
      "\n",
      "Longest files in /etc/opt/cisco-vpnclient/Logs:\n",
      "\n",
      "Longest files in /etc/opt/cisco-vpnclient/Profiles:\n",
      "\t/etc/opt/cisco-vpnclient/Profiles/allthruucsd.pcf\t35\n",
      "\t/etc/opt/cisco-vpnclient/Profiles/split.pcf\t35\n",
      "\ttotal\t70\n",
      "\n",
      "Longest files in /etc/opt/cisco-vpnclient/Resources:\n",
      "\t/etc/opt/cisco-vpnclient/Resources/arrow_down.png\t3\n",
      "\t/etc/opt/cisco-vpnclient/Resources/arrow_up.png\t5\n",
      "\t/etc/opt/cisco-vpnclient/Resources/cancel.png\t8\n",
      "\t/etc/opt/cisco-vpnclient/Resources/cancel_pressed.png\t4\n",
      "\t/etc/opt/cisco-vpnclient/Resources/clear_log.png\t5\n",
      "\t/etc/opt/cisco-vpnclient/Resources/clear_log_pressed.png\t7\n",
      "\t/etc/opt/cisco-vpnclient/Resources/connect.png\t4\n",
      "\t/etc/opt/cisco-vpnclient/Resources/connect_pressed.png\t2\n",
      "\t/etc/opt/cisco-vpnclient/Resources/connected.png\t3\n",
      "\t/etc/opt/cisco-vpnclient/Resources/delete_certificate.png\t4\n",
      "\t/etc/opt/cisco-vpnclient/Resources/delete_certificate_pressed.png\t5\n",
      "\t/etc/opt/cisco-vpnclient/Resources/delete_profile.png\t7\n",
      "\t/etc/opt/cisco-vpnclient/Resources/delete_profile_pressed.png\t4\n",
      "\t/etc/opt/cisco-vpnclient/Resources/disable_log.png\t2\n",
      "\t/etc/opt/cisco-vpnclient/Resources/disable_log_pressed.png\t6\n",
      "\t/etc/opt/cisco-vpnclient/Resources/disconnect.png\t5\n",
      "\t/etc/opt/cisco-vpnclient/Resources/disconnect_pressed.png\t5\n",
      "\t/etc/opt/cisco-vpnclient/Resources/enable_log.png\t8\n",
      "\t/etc/opt/cisco-vpnclient/Resources/enable_log_pressed.png\t6\n",
      "\t/etc/opt/cisco-vpnclient/Resources/enroll_certificate.png\t5\n",
      "\t/etc/opt/cisco-vpnclient/Resources/enroll_certificate_pressed.png\t4\n",
      "\t/etc/opt/cisco-vpnclient/Resources/export_certificate.png\t3\n",
      "\t/etc/opt/cisco-vpnclient/Resources/export_certificate_pressed.png\t5\n",
      "\t/etc/opt/cisco-vpnclient/Resources/import_certificate.png\t3\n",
      "\t/etc/opt/cisco-vpnclient/Resources/import_certificate_pressed.png\t5\n",
      "\t/etc/opt/cisco-vpnclient/Resources/import_profile.png\t4\n",
      "\t/etc/opt/cisco-vpnclient/Resources/import_profile_pressed.png\t4\n",
      "\t/etc/opt/cisco-vpnclient/Resources/logo.png\t4\n",
      "\t/etc/opt/cisco-vpnclient/Resources/modify_profile.png\t5\n",
      "\t/etc/opt/cisco-vpnclient/Resources/modify_profile_pressed.png\t6\n",
      "\t/etc/opt/cisco-vpnclient/Resources/new_profile.png\t9\n",
      "\t/etc/opt/cisco-vpnclient/Resources/new_profile_pressed.png\t5\n",
      "\t/etc/opt/cisco-vpnclient/Resources/notifications.png\t5\n",
      "\t/etc/opt/cisco-vpnclient/Resources/notifications_pressed.png\t4\n",
      "\t/etc/opt/cisco-vpnclient/Resources/options_log.png\t3\n",
      "\t/etc/opt/cisco-vpnclient/Resources/options_log_pressed.png\t4\n",
      "\t/etc/opt/cisco-vpnclient/Resources/password_logo.png\t6\n",
      "\t/etc/opt/cisco-vpnclient/Resources/profile_logo.png\t4\n",
      "\t/etc/opt/cisco-vpnclient/Resources/show_certificate.png\t3\n",
      "\t/etc/opt/cisco-vpnclient/Resources/show_certificate_pressed.png\t4\n",
      "\t/etc/opt/cisco-vpnclient/Resources/show_log.png\t3\n",
      "\t/etc/opt/cisco-vpnclient/Resources/show_log_pressed.png\t4\n",
      "\t/etc/opt/cisco-vpnclient/Resources/splash_screen.png\t79\n",
      "\t/etc/opt/cisco-vpnclient/Resources/status_down_arrow.png\t2\n",
      "\t/etc/opt/cisco-vpnclient/Resources/title_bar.png\t3\n",
      "\t/etc/opt/cisco-vpnclient/Resources/verify_certificate.png\t3\n",
      "\t/etc/opt/cisco-vpnclient/Resources/verify_certificate_pressed.png\t7\n",
      "\t/etc/opt/cisco-vpnclient/Resources/vpn_panel.png\t211\n",
      "\ttotal\t500\n",
      "\n",
      "Longest files in /etc/opt/cisco-vpnclient/search:\n",
      "\t/etc/opt/cisco-vpnclient/search/PreSearch.html\t212\n",
      "\t/etc/opt/cisco-vpnclient/search/SearchHelp_sch.js\t93\n",
      "\t/etc/opt/cisco-vpnclient/search/searchcode.js\t288\n",
      "\t/etc/opt/cisco-vpnclient/search/searchtips.html\t114\n",
      "\ttotal\t707\n",
      "\n",
      "Longest files in /etc/opt/cisco-vpnclient/shared:\n",
      "\t/etc/opt/cisco-vpnclient/shared/WHnonIE4.css\t173\n",
      "\t/etc/opt/cisco-vpnclient/shared/help_tips.html\t131\n",
      "\t/etc/opt/cisco-vpnclient/shared/ref_help.html\t181\n",
      "\t/etc/opt/cisco-vpnclient/shared/style_1.css\t172\n",
      "\ttotal\t657\n",
      "\n",
      "Longest files in /etc/pam.d:\n",
      "\t/etc/pam.d/authorization\t5\n",
      "\t/etc/pam.d/checkpw\t3\n",
      "\t/etc/pam.d/chkpasswd\t5\n",
      "\t/etc/pam.d/cups\t5\n",
      "\t/etc/pam.d/ftpd\t5\n",
      "\t/etc/pam.d/login\t11\n",
      "\t/etc/pam.d/login.term\t4\n",
      "\t/etc/pam.d/other\t5\n",
      "\t/etc/pam.d/passwd\t5\n",
      "\t/etc/pam.d/rshd\t5\n",
      "\t/etc/pam.d/screensaver\t7\n",
      "\t/etc/pam.d/smbd\t3\n",
      "\t/etc/pam.d/sshd\t11\n",
      "\t/etc/pam.d/su\t7\n",
      "\t/etc/pam.d/sudo\t5\n",
      "\ttotal\t86\n",
      "\n",
      "Longest files in /etc/paths.d:\n",
      "\t/etc/paths.d/40-XQuartz\t1\n",
      "\t/etc/paths.d/MacGPG2\t1\n",
      "\t/etc/paths.d/git\t1\n",
      "\ttotal\t3\n",
      "\n",
      "Longest files in /etc/periodic:\n",
      "\ttotal\t0\n",
      "\n",
      "Longest files in /etc/periodic/daily:\n",
      "\t/etc/periodic/daily/110.clean-tmps\t61\n",
      "\t/etc/periodic/daily/130.clean-msgs\t35\n",
      "\t/etc/periodic/daily/140.clean-rwho\t53\n",
      "\t/etc/periodic/daily/199.clean-fax\t16\n",
      "\t/etc/periodic/daily/310.accounting\t56\n",
      "\t/etc/periodic/daily/400.status-disks\t30\n",
      "\t/etc/periodic/daily/420.status-network\t29\n",
      "\t/etc/periodic/daily/430.status-rwho\t38\n",
      "\t/etc/periodic/daily/999.local\t38\n",
      "\ttotal\t356\n",
      "\n",
      "Longest files in /etc/periodic/monthly:\n",
      "\t/etc/periodic/monthly/199.rotate-fax\t26\n",
      "\t/etc/periodic/monthly/200.accounting\t52\n",
      "\t/etc/periodic/monthly/999.local\t35\n",
      "\ttotal\t113\n",
      "\n",
      "Longest files in /etc/periodic/weekly:\n",
      "\t/etc/periodic/weekly/320.whatis\t51\n",
      "\t/etc/periodic/weekly/999.local\t35\n",
      "\ttotal\t86\n",
      "\n",
      "Longest files in /etc/pf.anchors:\n",
      "\t/etc/pf.anchors/com.apple\t17\n",
      "\n",
      "Longest files in /etc/postfix:\n",
      "\t/etc/postfix/LICENSE\t221\n",
      "\t/etc/postfix/TLS_LICENSE\t36\n",
      "\t/etc/postfix/access\t480\n",
      "\t/etc/postfix/aliases\t257\n",
      "\t/etc/postfix/bounce.cf.default\t112\n",
      "\t/etc/postfix/canonical\t278\n",
      "\t/etc/postfix/custom_header_checks\t1\n",
      "\t/etc/postfix/generic\t240\n",
      "\t/etc/postfix/header_checks\t496\n",
      "\t/etc/postfix/main.cf\t666\n",
      "\t/etc/postfix/main.cf.default\t657\n",
      "\t/etc/postfix/makedefs.out\t15\n",
      "\t/etc/postfix/master.cf\t150\n",
      "\t/etc/postfix/master.cf.default\t150\n",
      "\t/etc/postfix/relocated\t171\n",
      "\t/etc/postfix/transport\t294\n",
      "\t/etc/postfix/virtual\t294\n",
      "\ttotal\t4518\n",
      "\n",
      "Longest files in /etc/ppp:\n",
      "\n",
      "Longest files in /etc/racoon:\n",
      "\t/etc/racoon/racoon.conf\t138\n",
      "\ttotal\t138\n",
      "\n",
      "Longest files in /etc/security:\n",
      "\t/etc/security/audit_class\t23\n",
      "\t/etc/security/audit_event\t682\n",
      "\t/etc/security/audit_warn\t44\n",
      "\ttotal\t749\n",
      "\n",
      "Longest files in /etc/snmp:\n",
      "\t/etc/snmp/snmpd.conf\t433\n",
      "\t/etc/snmp/snmpd.conf.default\t433\n",
      "\ttotal\t866\n",
      "\n",
      "Longest files in /etc/thnuclnt:\n",
      "\t/etc/thnuclnt/thnuclnt.conf\t1\n",
      "\n",
      "Longest files in /etc/X11:\n",
      "\ttotal\t0\n",
      "\n",
      "Longest files in /etc/X11/app-defaults:\n",
      "\t/etc/X11/app-defaults/Beforelight\t1\n",
      "\t/etc/X11/app-defaults/Bitmap\t233\n",
      "\t/etc/X11/app-defaults/Bitmap-color\t19\n",
      "\t/etc/X11/app-defaults/Chooser\t46\n",
      "\t/etc/X11/app-defaults/Clock-color\t6\n",
      "\t/etc/X11/app-defaults/Editres\t292\n",
      "\t/etc/X11/app-defaults/Editres-color\t91\n",
      "\t/etc/X11/app-defaults/UXTerm\t19\n",
      "\t/etc/X11/app-defaults/Viewres\t95\n",
      "\t/etc/X11/app-defaults/XCalc\t530\n",
      "\t/etc/X11/app-defaults/XCalc-color\t102\n",
      "\t/etc/X11/app-defaults/XClipboard\t126\n",
      "\t/etc/X11/app-defaults/XClock\t1\n",
      "\t/etc/X11/app-defaults/XClock-color\t11\n",
      "\t/etc/X11/app-defaults/XConsole\t28\n",
      "\t/etc/X11/app-defaults/XFontSel\t148\n",
      "\t/etc/X11/app-defaults/XLoad\t6\n",
      "\t/etc/X11/app-defaults/XLogo\t1\n",
      "\t/etc/X11/app-defaults/XLogo-color\t5\n",
      "\t/etc/X11/app-defaults/XSm\t119\n",
      "\t/etc/X11/app-defaults/XTerm\t112\n",
      "\t/etc/X11/app-defaults/XTerm-color\t63\n",
      "\t/etc/X11/app-defaults/Xditview\t96\n",
      "\t/etc/X11/app-defaults/Xditview-chrtr\t25\n",
      "\t/etc/X11/app-defaults/Xedit\t459\n",
      "\t/etc/X11/app-defaults/Xedit-color\t195\n",
      "\t/etc/X11/app-defaults/Xfd\t40\n",
      "\t/etc/X11/app-defaults/Xgc\t2\n",
      "\t/etc/X11/app-defaults/Xmag\t27\n",
      "\t/etc/X11/app-defaults/Xman\t190\n",
      "\t/etc/X11/app-defaults/Xmessage\t6\n",
      "\t/etc/X11/app-defaults/Xmessage-color\t44\n",
      "\t/etc/X11/app-defaults/Xmh\t173\n",
      "\t/etc/X11/app-defaults/Xvidtune\t182\n",
      "\ttotal\t3493\n",
      "\n",
      "Longest files in /etc/X11/fs:\n",
      "\t/etc/X11/fs/config\t15\n",
      "\n",
      "Longest files in /etc/X11/lbxproxy:\n",
      "\t/etc/X11/lbxproxy/AtomControl\t91\n",
      "\n",
      "Longest files in /etc/X11/proxymngr:\n",
      "\t/etc/X11/proxymngr/pmconfig\t12\n",
      "\n",
      "Longest files in /etc/X11/rstart:\n",
      "\t/etc/X11/rstart/config\t34\n",
      "\t/etc/X11/rstart/rstartd.real\t110\n",
      "\ttotal\t144\n",
      "\n",
      "Longest files in /etc/X11/rstart/commands:\n",
      "\t/etc/X11/rstart/commands/@List\t26\n",
      "\t/etc/X11/rstart/commands/ListContexts\t36\n",
      "\t/etc/X11/rstart/commands/ListGenericCommands\t38\n",
      "\ttotal\t100\n",
      "\n",
      "Longest files in /etc/X11/rstart/commands/x11r6:\n",
      "\t/etc/X11/rstart/commands/x11r6/@List\t26\n",
      "\t/etc/X11/rstart/commands/x11r6/LoadMonitor\t27\n",
      "\t/etc/X11/rstart/commands/x11r6/Terminal\t27\n",
      "\ttotal\t80\n",
      "\n",
      "Longest files in /etc/X11/rstart/contexts:\n",
      "\t/etc/X11/rstart/contexts/@List\t25\n",
      "\t/etc/X11/rstart/contexts/default\t26\n",
      "\t/etc/X11/rstart/contexts/x\t30\n",
      "\t/etc/X11/rstart/contexts/x11\t30\n",
      "\t/etc/X11/rstart/contexts/x11r6\t30\n",
      "\ttotal\t141\n",
      "\n",
      "Longest files in /etc/X11/twm:\n",
      "\t/etc/X11/twm/system.twmrc\t94\n",
      "\n",
      "Longest files in /etc/X11/xdm:\n",
      "\t/etc/X11/xdm/GiveConsole\t10\n",
      "\t/etc/X11/xdm/TakeConsole\t7\n",
      "\t/etc/X11/xdm/Xaccess\t100\n",
      "\t/etc/X11/xdm/Xresources\t93\n",
      "\t/etc/X11/xdm/Xservers\t13\n",
      "\t/etc/X11/xdm/Xsession\t46\n",
      "\t/etc/X11/xdm/Xsetup_0\t3\n",
      "\t/etc/X11/xdm/Xwilling\t12\n",
      "\t/etc/X11/xdm/chooser\t41\n",
      "\t/etc/X11/xdm/xdm-config\t32\n",
      "\ttotal\t357\n",
      "\n",
      "Longest files in /etc/X11/xdm/pixmaps:\n",
      "\t/etc/X11/xdm/pixmaps/XFree86.xpm\t237\n",
      "\t/etc/X11/xdm/pixmaps/XFree86bw.xpm\t110\n",
      "\ttotal\t347\n",
      "\n",
      "Longest files in /etc/X11/xinit:\n",
      "\t/etc/X11/xinit/xinitrc\t34\n",
      "\n",
      "Longest files in /etc/X11/xkb:\n",
      "\t/etc/X11/xkb/README\t25\n",
      "\t/etc/X11/xkb/README.config\t198\n",
      "\t/etc/X11/xkb/README.enhancing\t511\n",
      "\t/etc/X11/xkb/compat.dir\t21\n",
      "\t/etc/X11/xkb/geometry.dir\t59\n",
      "\t/etc/X11/xkb/keycodes.dir\t65\n",
      "\t/etc/X11/xkb/keymap.dir\t230\n",
      "\t/etc/X11/xkb/symbols.dir\t796\n",
      "\t/etc/X11/xkb/types.dir\t13\n",
      "\t/etc/X11/xkb/xkbcomp\t1766\n",
      "\ttotal\t3684\n",
      "\n",
      "Longest files in /etc/X11/xkb/compat:\n",
      "\t/etc/X11/xkb/compat/README\t37\n",
      "\t/etc/X11/xkb/compat/accessx\t54\n",
      "\t/etc/X11/xkb/compat/basic\t59\n",
      "\t/etc/X11/xkb/compat/complete\t10\n",
      "\t/etc/X11/xkb/compat/default\t10\n",
      "\t/etc/X11/xkb/compat/group_led\t22\n",
      "\t/etc/X11/xkb/compat/iso9995\t84\n",
      "\t/etc/X11/xkb/compat/japan\t29\n",
      "\t/etc/X11/xkb/compat/keypad\t60\n",
      "\t/etc/X11/xkb/compat/leds\t24\n",
      "\t/etc/X11/xkb/compat/misc\t120\n",
      "\t/etc/X11/xkb/compat/mousekeys\t182\n",
      "\t/etc/X11/xkb/compat/norepeat\t11\n",
      "\t/etc/X11/xkb/compat/pc\t18\n",
      "\t/etc/X11/xkb/compat/pc98\t62\n",
      "\t/etc/X11/xkb/compat/xfree86\t57\n",
      "\t/etc/X11/xkb/compat/xtest\t58\n",
      "\ttotal\t897\n",
      "\n",
      "Longest files in /etc/X11/xkb/compiled:\n",
      "\t/etc/X11/xkb/compiled/README\t13\n",
      "\n",
      "Longest files in /etc/X11/xkb/geometry:\n",
      "\t/etc/X11/xkb/geometry/README\t10\n",
      "\t/etc/X11/xkb/geometry/amiga\t270\n",
      "\t/etc/X11/xkb/geometry/ataritt\t257\n",
      "\t/etc/X11/xkb/geometry/chicony\t190\n",
      "\t/etc/X11/xkb/geometry/dell\t185\n",
      "\t/etc/X11/xkb/geometry/everex\t174\n",
      "\t/etc/X11/xkb/geometry/fujitsu\t315\n",
      "\t/etc/X11/xkb/geometry/hp\t456\n",
      "\t/etc/X11/xkb/geometry/keytronic\t255\n",
      "\t/etc/X11/xkb/geometry/kinesis\t193\n",
      "\t/etc/X11/xkb/geometry/macintosh\t174\n",
      "\t/etc/X11/xkb/geometry/microsoft\t256\n",
      "\t/etc/X11/xkb/geometry/nec\t159\n",
      "\t/etc/X11/xkb/geometry/northgate\t172\n",
      "\t/etc/X11/xkb/geometry/pc\t1159\n",
      "\t/etc/X11/xkb/geometry/sony\t180\n",
      "\t/etc/X11/xkb/geometry/sun\t1338\n",
      "\t/etc/X11/xkb/geometry/winbook\t144\n",
      "\ttotal\t5887\n",
      "\n",
      "Longest files in /etc/X11/xkb/geometry/digital:\n",
      "\t/etc/X11/xkb/geometry/digital/lk\t730\n",
      "\t/etc/X11/xkb/geometry/digital/pc\t350\n",
      "\t/etc/X11/xkb/geometry/digital/unix\t230\n",
      "\ttotal\t1310\n",
      "\n",
      "Longest files in /etc/X11/xkb/geometry/ibm:\n",
      "\t/etc/X11/xkb/geometry/ibm/thinkpad\t267\n",
      "\n",
      "Longest files in /etc/X11/xkb/geometry/sgi:\n",
      "\t/etc/X11/xkb/geometry/sgi/O2\t618\n",
      "\t/etc/X11/xkb/geometry/sgi/indigo\t413\n",
      "\t/etc/X11/xkb/geometry/sgi/indy\t601\n",
      "\ttotal\t1632\n",
      "\n",
      "Longest files in /etc/X11/xkb/keycodes:\n",
      "\t/etc/X11/xkb/keycodes/README\t10\n",
      "\t/etc/X11/xkb/keycodes/aliases\t101\n",
      "\t/etc/X11/xkb/keycodes/amiga\t231\n",
      "\t/etc/X11/xkb/keycodes/ataritt\t123\n",
      "\t/etc/X11/xkb/keycodes/fujitsu\t187\n",
      "\t/etc/X11/xkb/keycodes/hp\t271\n",
      "\t/etc/X11/xkb/keycodes/ibm\t151\n",
      "\t/etc/X11/xkb/keycodes/macintosh\t161\n",
      "\t/etc/X11/xkb/keycodes/powerpcps2\t134\n",
      "\t/etc/X11/xkb/keycodes/sony\t142\n",
      "\t/etc/X11/xkb/keycodes/sun\t819\n",
      "\t/etc/X11/xkb/keycodes/xfree86\t414\n",
      "\t/etc/X11/xkb/keycodes/xfree98\t155\n",
      "\ttotal\t2899\n",
      "\n",
      "Longest files in /etc/X11/xkb/keycodes/digital:\n",
      "\t/etc/X11/xkb/keycodes/digital/lk\t271\n",
      "\t/etc/X11/xkb/keycodes/digital/pc\t280\n",
      "\ttotal\t551\n",
      "\n",
      "Longest files in /etc/X11/xkb/keycodes/sgi:\n",
      "\t/etc/X11/xkb/keycodes/sgi/indigo\t140\n",
      "\t/etc/X11/xkb/keycodes/sgi/indy\t203\n",
      "\t/etc/X11/xkb/keycodes/sgi/iris\t11\n",
      "\ttotal\t354\n",
      "\n",
      "Longest files in /etc/X11/xkb/keymap:\n",
      "\t/etc/X11/xkb/keymap/README\t8\n",
      "\t/etc/X11/xkb/keymap/amiga\t22\n",
      "\t/etc/X11/xkb/keymap/ataritt\t21\n",
      "\t/etc/X11/xkb/keymap/macintosh\t17\n",
      "\t/etc/X11/xkb/keymap/sony\t33\n",
      "\t/etc/X11/xkb/keymap/xfree86\t362\n",
      "\t/etc/X11/xkb/keymap/xfree98\t35\n",
      "\ttotal\t498\n",
      "\n",
      "Longest files in /etc/X11/xkb/keymap/digital:\n",
      "\t/etc/X11/xkb/keymap/digital/us\t188\n",
      "\n",
      "Longest files in /etc/X11/xkb/keymap/sgi:\n",
      "\t/etc/X11/xkb/keymap/sgi/be\t34\n",
      "\t/etc/X11/xkb/keymap/sgi/bg\t19\n",
      "\t/etc/X11/xkb/keymap/sgi/ca\t33\n",
      "\t/etc/X11/xkb/keymap/sgi/cz\t21\n",
      "\t/etc/X11/xkb/keymap/sgi/cz_qwerty\t21\n",
      "\t/etc/X11/xkb/keymap/sgi/de\t34\n",
      "\t/etc/X11/xkb/keymap/sgi/de_CH\t34\n",
      "\t/etc/X11/xkb/keymap/sgi/dk\t34\n",
      "\t/etc/X11/xkb/keymap/sgi/dvorak\t15\n",
      "\t/etc/X11/xkb/keymap/sgi/en_US\t58\n",
      "\t/etc/X11/xkb/keymap/sgi/es\t34\n",
      "\t/etc/X11/xkb/keymap/sgi/fi\t34\n",
      "\t/etc/X11/xkb/keymap/sgi/fr\t34\n",
      "\t/etc/X11/xkb/keymap/sgi/fr_CH\t34\n",
      "\t/etc/X11/xkb/keymap/sgi/gb\t34\n",
      "\t/etc/X11/xkb/keymap/sgi/hu\t105\n",
      "\t/etc/X11/xkb/keymap/sgi/it\t34\n",
      "\t/etc/X11/xkb/keymap/sgi/jp\t8\n",
      "\t/etc/X11/xkb/keymap/sgi/no\t34\n",
      "\t/etc/X11/xkb/keymap/sgi/pl\t29\n",
      "\t/etc/X11/xkb/keymap/sgi/pt\t34\n",
      "\t/etc/X11/xkb/keymap/sgi/ru\t105\n",
      "\t/etc/X11/xkb/keymap/sgi/se\t34\n",
      "\t/etc/X11/xkb/keymap/sgi/sk\t21\n",
      "\t/etc/X11/xkb/keymap/sgi/sk_qwerty\t21\n",
      "\t/etc/X11/xkb/keymap/sgi/th\t17\n",
      "\t/etc/X11/xkb/keymap/sgi/us\t43\n",
      "\ttotal\t958\n",
      "\n",
      "Longest files in /etc/X11/xkb/keymap/sun:\n",
      "\t/etc/X11/xkb/keymap/sun/de\t78\n",
      "\t/etc/X11/xkb/keymap/sun/es\t62\n",
      "\t/etc/X11/xkb/keymap/sun/fi\t62\n",
      "\t/etc/X11/xkb/keymap/sun/fr\t62\n",
      "\t/etc/X11/xkb/keymap/sun/no\t62\n",
      "\t/etc/X11/xkb/keymap/sun/pl\t62\n",
      "\t/etc/X11/xkb/keymap/sun/ru\t62\n",
      "\t/etc/X11/xkb/keymap/sun/se\t56\n",
      "\t/etc/X11/xkb/keymap/sun/uk\t62\n",
      "\t/etc/X11/xkb/keymap/sun/us\t68\n",
      "\ttotal\t636\n",
      "\n",
      "Longest files in /etc/X11/xkb/rules:\n",
      "\t/etc/X11/xkb/rules/README\t6\n",
      "\t/etc/X11/xkb/rules/sgi\t73\n",
      "\t/etc/X11/xkb/rules/sgi.lst\t82\n",
      "\t/etc/X11/xkb/rules/sun\t43\n",
      "\t/etc/X11/xkb/rules/sun.lst\t62\n",
      "\t/etc/X11/xkb/rules/xfree86\t196\n",
      "\t/etc/X11/xkb/rules/xfree86-it.lst\t51\n",
      "\t/etc/X11/xkb/rules/xfree86.lst\t268\n",
      "\t/etc/X11/xkb/rules/xfree86.xml\t5841\n",
      "\ttotal\t6622\n",
      "\n",
      "Longest files in /etc/X11/xkb/semantics:\n",
      "\t/etc/X11/xkb/semantics/basic\t7\n",
      "\t/etc/X11/xkb/semantics/complete\t7\n",
      "\t/etc/X11/xkb/semantics/default\t7\n",
      "\t/etc/X11/xkb/semantics/xtest\t7\n",
      "\ttotal\t28\n",
      "\n",
      "Longest files in /etc/X11/xkb/symbols:\n",
      "\t/etc/X11/xkb/symbols/README\t8\n",
      "\t/etc/X11/xkb/symbols/al\t108\n",
      "\t/etc/X11/xkb/symbols/altwin\t48\n",
      "\t/etc/X11/xkb/symbols/am\t183\n",
      "\t/etc/X11/xkb/symbols/apple\t60\n",
      "\t/etc/X11/xkb/symbols/ar\t146\n",
      "\t/etc/X11/xkb/symbols/az\t213\n",
      "\t/etc/X11/xkb/symbols/be\t121\n",
      "\t/etc/X11/xkb/symbols/ben\t141\n",
      "\t/etc/X11/xkb/symbols/bg\t515\n",
      "\t/etc/X11/xkb/symbols/br\t95\n",
      "\t/etc/X11/xkb/symbols/bs\t91\n",
      "\t/etc/X11/xkb/symbols/by\t142\n",
      "\t/etc/X11/xkb/symbols/ca\t275\n",
      "\t/etc/X11/xkb/symbols/ca_enhanced\t185\n",
      "\t/etc/X11/xkb/symbols/compose\t17\n",
      "\t/etc/X11/xkb/symbols/ctrl\t39\n",
      "\t/etc/X11/xkb/symbols/cz\t147\n",
      "\t/etc/X11/xkb/symbols/cz_qwerty\t16\n",
      "\t/etc/X11/xkb/symbols/czsk\t741\n",
      "\t/etc/X11/xkb/symbols/de\t173\n",
      "\t/etc/X11/xkb/symbols/de_CH\t94\n",
      "\t/etc/X11/xkb/symbols/dev\t67\n",
      "\t/etc/X11/xkb/symbols/dk\t116\n",
      "\t/etc/X11/xkb/symbols/dvorak\t350\n",
      "\t/etc/X11/xkb/symbols/ee\t83\n",
      "\t/etc/X11/xkb/symbols/el\t145\n",
      "\t/etc/X11/xkb/symbols/en_US\t126\n",
      "\t/etc/X11/xkb/symbols/es\t91\n",
      "\t/etc/X11/xkb/symbols/fi\t122\n",
      "\t/etc/X11/xkb/symbols/fr\t101\n",
      "\t/etc/X11/xkb/symbols/fr_CH\t57\n",
      "\t/etc/X11/xkb/symbols/gb\t134\n",
      "\t/etc/X11/xkb/symbols/ge_la\t71\n",
      "\t/etc/X11/xkb/symbols/ge_ru\t83\n",
      "\t/etc/X11/xkb/symbols/group\t283\n",
      "\t/etc/X11/xkb/symbols/guj\t67\n",
      "\t/etc/X11/xkb/symbols/gur\t67\n",
      "\t/etc/X11/xkb/symbols/hr\t105\n",
      "\t/etc/X11/xkb/symbols/hr_US\t80\n",
      "\t/etc/X11/xkb/symbols/hu\t336\n",
      "\t/etc/X11/xkb/symbols/hu_US\t150\n",
      "\t/etc/X11/xkb/symbols/hu_qwerty\t10\n",
      "\t/etc/X11/xkb/symbols/ie\t262\n",
      "\t/etc/X11/xkb/symbols/il\t75\n",
      "\t/etc/X11/xkb/symbols/il_phonetic\t83\n",
      "\t/etc/X11/xkb/symbols/inet\t1949\n",
      "\t/etc/X11/xkb/symbols/ir\t66\n",
      "\t/etc/X11/xkb/symbols/is\t126\n",
      "\t/etc/X11/xkb/symbols/iso9995-3\t137\n",
      "\t/etc/X11/xkb/symbols/it\t113\n",
      "\t/etc/X11/xkb/symbols/iu\t79\n",
      "\t/etc/X11/xkb/symbols/jp\t178\n",
      "\t/etc/X11/xkb/symbols/kan\t72\n",
      "\t/etc/X11/xkb/symbols/keypad\t81\n",
      "\t/etc/X11/xkb/symbols/la\t85\n",
      "\t/etc/X11/xkb/symbols/level3\t90\n",
      "\t/etc/X11/xkb/symbols/lo\t80\n",
      "\t/etc/X11/xkb/symbols/lock\t22\n",
      "\t/etc/X11/xkb/symbols/lt\t140\n",
      "\t/etc/X11/xkb/symbols/lt_std\t107\n",
      "\t/etc/X11/xkb/symbols/lv\t78\n",
      "\t/etc/X11/xkb/symbols/mk\t130\n",
      "\t/etc/X11/xkb/symbols/ml\t107\n",
      "\t/etc/X11/xkb/symbols/mm\t67\n",
      "\t/etc/X11/xkb/symbols/mt\t47\n",
      "\t/etc/X11/xkb/symbols/mt_us\t47\n",
      "\t/etc/X11/xkb/symbols/nl\t98\n",
      "\t/etc/X11/xkb/symbols/no\t119\n",
      "\t/etc/X11/xkb/symbols/ogham\t206\n",
      "\t/etc/X11/xkb/symbols/ori\t71\n",
      "\t/etc/X11/xkb/symbols/pc104\t32\n",
      "\t/etc/X11/xkb/symbols/pl\t60\n",
      "\t/etc/X11/xkb/symbols/pl2\t119\n",
      "\t/etc/X11/xkb/symbols/pt\t78\n",
      "\t/etc/X11/xkb/symbols/ralt\t18\n",
      "\t/etc/X11/xkb/symbols/ro\t141\n",
      "\t/etc/X11/xkb/symbols/ro2\t96\n",
      "\t/etc/X11/xkb/symbols/ru\t297\n",
      "\t/etc/X11/xkb/symbols/sapmi\t194\n",
      "\t/etc/X11/xkb/symbols/se\t119\n",
      "\t/etc/X11/xkb/symbols/se_FI\t10\n",
      "\t/etc/X11/xkb/symbols/se_NO\t10\n",
      "\t/etc/X11/xkb/symbols/se_SE\t10\n",
      "\t/etc/X11/xkb/symbols/si\t108\n",
      "\t/etc/X11/xkb/symbols/sk\t141\n",
      "\t/etc/X11/xkb/symbols/sk_qwerty\t16\n",
      "\t/etc/X11/xkb/symbols/sr\t130\n",
      "\t/etc/X11/xkb/symbols/srvr_ctrl\t135\n",
      "\t/etc/X11/xkb/symbols/syr\t72\n",
      "\t/etc/X11/xkb/symbols/syr_phonetic\t72\n",
      "\t/etc/X11/xkb/symbols/tel\t74\n",
      "\t/etc/X11/xkb/symbols/th\t74\n",
      "\t/etc/X11/xkb/symbols/th_pat\t72\n",
      "\t/etc/X11/xkb/symbols/th_tis\t71\n",
      "\t/etc/X11/xkb/symbols/tj\t162\n",
      "\t/etc/X11/xkb/symbols/tml\t285\n",
      "\t/etc/X11/xkb/symbols/tr\t65\n",
      "\t/etc/X11/xkb/symbols/tr_f\t134\n",
      "\t/etc/X11/xkb/symbols/ua\t266\n",
      "\t/etc/X11/xkb/symbols/us\t371\n",
      "\t/etc/X11/xkb/symbols/us_group2\t280\n",
      "\t/etc/X11/xkb/symbols/us_group3\t287\n",
      "\t/etc/X11/xkb/symbols/us_intl\t69\n",
      "\t/etc/X11/xkb/symbols/uz\t142\n",
      "\t/etc/X11/xkb/symbols/vn\t398\n",
      "\t/etc/X11/xkb/symbols/yu\t85\n",
      "\ttotal\t15610\n",
      "\n",
      "Longest files in /etc/X11/xkb/symbols/digital:\n",
      "\t/etc/X11/xkb/symbols/digital/lk\t131\n",
      "\t/etc/X11/xkb/symbols/digital/pc\t176\n",
      "\t/etc/X11/xkb/symbols/digital/us\t212\n",
      "\t/etc/X11/xkb/symbols/digital/vt\t159\n",
      "\ttotal\t678\n",
      "\n",
      "Longest files in /etc/X11/xkb/symbols/fujitsu:\n",
      "\t/etc/X11/xkb/symbols/fujitsu/jp\t88\n",
      "\t/etc/X11/xkb/symbols/fujitsu/us\t145\n",
      "\ttotal\t233\n",
      "\n",
      "Longest files in /etc/X11/xkb/symbols/hp:\n",
      "\t/etc/X11/xkb/symbols/hp/us\t106\n",
      "\n",
      "Longest files in /etc/X11/xkb/symbols/macintosh:\n",
      "\t/etc/X11/xkb/symbols/macintosh/de\t144\n",
      "\t/etc/X11/xkb/symbols/macintosh/de_CH\t150\n",
      "\t/etc/X11/xkb/symbols/macintosh/dk\t92\n",
      "\t/etc/X11/xkb/symbols/macintosh/es\t50\n",
      "\t/etc/X11/xkb/symbols/macintosh/fi\t19\n",
      "\t/etc/X11/xkb/symbols/macintosh/fr\t101\n",
      "\t/etc/X11/xkb/symbols/macintosh/fr_CH\t28\n",
      "\t/etc/X11/xkb/symbols/macintosh/gb\t19\n",
      "\t/etc/X11/xkb/symbols/macintosh/it\t93\n",
      "\t/etc/X11/xkb/symbols/macintosh/nl\t15\n",
      "\t/etc/X11/xkb/symbols/macintosh/no\t58\n",
      "\t/etc/X11/xkb/symbols/macintosh/pt\t66\n",
      "\t/etc/X11/xkb/symbols/macintosh/se\t56\n",
      "\t/etc/X11/xkb/symbols/macintosh/us\t204\n",
      "\ttotal\t1095\n",
      "\n",
      "Longest files in /etc/X11/xkb/symbols/nec:\n",
      "\t/etc/X11/xkb/symbols/nec/jp\t167\n",
      "\n",
      "Longest files in /etc/X11/xkb/symbols/pc:\n",
      "\t/etc/X11/xkb/symbols/pc/al\t43\n",
      "\t/etc/X11/xkb/symbols/pc/am\t174\n",
      "\t/etc/X11/xkb/symbols/pc/ar\t142\n",
      "\t/etc/X11/xkb/symbols/pc/be\t98\n",
      "\t/etc/X11/xkb/symbols/pc/ben\t143\n",
      "\t/etc/X11/xkb/symbols/pc/bg\t141\n",
      "\t/etc/X11/xkb/symbols/pc/br\t59\n",
      "\t/etc/X11/xkb/symbols/pc/by\t75\n",
      "\t/etc/X11/xkb/symbols/pc/cz\t83\n",
      "\t/etc/X11/xkb/symbols/pc/cz_qwerty\t21\n",
      "\t/etc/X11/xkb/symbols/pc/de\t108\n",
      "\t/etc/X11/xkb/symbols/pc/dev\t71\n",
      "\t/etc/X11/xkb/symbols/pc/dk\t44\n",
      "\t/etc/X11/xkb/symbols/pc/dvorak\t278\n",
      "\t/etc/X11/xkb/symbols/pc/dz\t87\n",
      "\t/etc/X11/xkb/symbols/pc/ee\t55\n",
      "\t/etc/X11/xkb/symbols/pc/el\t122\n",
      "\t/etc/X11/xkb/symbols/pc/en_US\t22\n",
      "\t/etc/X11/xkb/symbols/pc/es\t59\n",
      "\t/etc/X11/xkb/symbols/pc/fi\t73\n",
      "\t/etc/X11/xkb/symbols/pc/fr\t78\n",
      "\t/etc/X11/xkb/symbols/pc/fr-latin9\t167\n",
      "\t/etc/X11/xkb/symbols/pc/gb\t61\n",
      "\t/etc/X11/xkb/symbols/pc/ge_la\t51\n",
      "\t/etc/X11/xkb/symbols/pc/ge_ru\t65\n",
      "\t/etc/X11/xkb/symbols/pc/guj\t69\n",
      "\t/etc/X11/xkb/symbols/pc/gur\t69\n",
      "\t/etc/X11/xkb/symbols/pc/hr\t50\n",
      "\t/etc/X11/xkb/symbols/pc/ie\t253\n",
      "\t/etc/X11/xkb/symbols/pc/il\t154\n",
      "\t/etc/X11/xkb/symbols/pc/il_phonetic\t46\n",
      "\t/etc/X11/xkb/symbols/pc/ir\t69\n",
      "\t/etc/X11/xkb/symbols/pc/is\t64\n",
      "\t/etc/X11/xkb/symbols/pc/it\t63\n",
      "\t/etc/X11/xkb/symbols/pc/iu\t67\n",
      "\t/etc/X11/xkb/symbols/pc/kan\t69\n",
      "\t/etc/X11/xkb/symbols/pc/la\t60\n",
      "\t/etc/X11/xkb/symbols/pc/latin\t179\n",
      "\t/etc/X11/xkb/symbols/pc/lo\t80\n",
      "\t/etc/X11/xkb/symbols/pc/lt\t111\n",
      "\t/etc/X11/xkb/symbols/pc/lv\t34\n",
      "\t/etc/X11/xkb/symbols/pc/mk\t67\n",
      "\t/etc/X11/xkb/symbols/pc/ml\t91\n",
      "\t/etc/X11/xkb/symbols/pc/mm\t66\n",
      "\t/etc/X11/xkb/symbols/pc/mt\t34\n",
      "\t/etc/X11/xkb/symbols/pc/mt_us\t22\n",
      "\t/etc/X11/xkb/symbols/pc/nl\t54\n",
      "\t/etc/X11/xkb/symbols/pc/no\t46\n",
      "\t/etc/X11/xkb/symbols/pc/ogham\t206\n",
      "\t/etc/X11/xkb/symbols/pc/ori\t66\n",
      "\t/etc/X11/xkb/symbols/pc/pc\t262\n",
      "\t/etc/X11/xkb/symbols/pc/pl\t25\n",
      "\t/etc/X11/xkb/symbols/pc/pl2\t46\n",
      "\t/etc/X11/xkb/symbols/pc/pt\t58\n",
      "\t/etc/X11/xkb/symbols/pc/ro\t99\n",
      "\t/etc/X11/xkb/symbols/pc/ru\t165\n",
      "\t/etc/X11/xkb/symbols/pc/sapmi\t94\n",
      "\t/etc/X11/xkb/symbols/pc/se\t46\n",
      "\t/etc/X11/xkb/symbols/pc/se_FI\t10\n",
      "\t/etc/X11/xkb/symbols/pc/se_NO\t10\n",
      "\t/etc/X11/xkb/symbols/pc/se_SE\t10\n",
      "\t/etc/X11/xkb/symbols/pc/si\t46\n",
      "\t/etc/X11/xkb/symbols/pc/sk\t83\n",
      "\t/etc/X11/xkb/symbols/pc/sk_qwerty\t21\n",
      "\t/etc/X11/xkb/symbols/pc/sr\t211\n",
      "\t/etc/X11/xkb/symbols/pc/syr\t72\n",
      "\t/etc/X11/xkb/symbols/pc/syr_phonetic\t72\n",
      "\t/etc/X11/xkb/symbols/pc/tel\t69\n",
      "\t/etc/X11/xkb/symbols/pc/th\t63\n",
      "\t/etc/X11/xkb/symbols/pc/th_pat\t64\n",
      "\t/etc/X11/xkb/symbols/pc/th_tis\t63\n",
      "\t/etc/X11/xkb/symbols/pc/tj\t82\n",
      "\t/etc/X11/xkb/symbols/pc/tml\t234\n",
      "\t/etc/X11/xkb/symbols/pc/tr\t153\n",
      "\t/etc/X11/xkb/symbols/pc/ua\t149\n",
      "\t/etc/X11/xkb/symbols/pc/us\t121\n",
      "\t/etc/X11/xkb/symbols/pc/us_intl\t54\n",
      "\t/etc/X11/xkb/symbols/pc/uz\t81\n",
      "\t/etc/X11/xkb/symbols/pc/yu\t58\n",
      "\ttotal\t6930\n",
      "\n",
      "Longest files in /etc/X11/xkb/symbols/sgi:\n",
      "\t/etc/X11/xkb/symbols/sgi/jp\t46\n",
      "\n",
      "Longest files in /etc/X11/xkb/symbols/sony:\n",
      "\t/etc/X11/xkb/symbols/sony/us\t93\n",
      "\n",
      "Longest files in /etc/X11/xkb/symbols/sun:\n",
      "\t/etc/X11/xkb/symbols/sun/se\t193\n",
      "\t/etc/X11/xkb/symbols/sun/us\t338\n",
      "\t/etc/X11/xkb/symbols/sun/usb\t28\n",
      "\ttotal\t559\n",
      "\n",
      "Longest files in /etc/X11/xkb/symbols/xfree68:\n",
      "\t/etc/X11/xkb/symbols/xfree68/amiga\t132\n",
      "\t/etc/X11/xkb/symbols/xfree68/ataritt\t161\n",
      "\ttotal\t293\n",
      "\n",
      "Longest files in /etc/X11/xkb/types:\n",
      "\t/etc/X11/xkb/types/README\t8\n",
      "\t/etc/X11/xkb/types/basic\t40\n",
      "\t/etc/X11/xkb/types/caps\t170\n",
      "\t/etc/X11/xkb/types/complete\t14\n",
      "\t/etc/X11/xkb/types/default\t14\n",
      "\t/etc/X11/xkb/types/extra\t96\n",
      "\t/etc/X11/xkb/types/iso9995\t20\n",
      "\t/etc/X11/xkb/types/mousekeys\t13\n",
      "\t/etc/X11/xkb/types/numpad\t13\n",
      "\t/etc/X11/xkb/types/pc\t33\n",
      "\ttotal\t421\n",
      "\n",
      "Longest files in /etc/X11/xserver:\n",
      "\t/etc/X11/xserver/SecurityPolicy\t88\n",
      "\t/etc/X11/xserver/Xquartz.plist\t27\n",
      "\ttotal\t115\n",
      "\n",
      "Longest files in /etc/X11/xsm:\n",
      "\t/etc/X11/xsm/system.xsm\t4\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup:\n",
      "\ttotal\t0\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/app-defaults:\n",
      "\t/etc/X11.AppleBackup/app-defaults/Beforelight\t1\n",
      "\t/etc/X11.AppleBackup/app-defaults/Bitmap\t233\n",
      "\t/etc/X11.AppleBackup/app-defaults/Bitmap-color\t19\n",
      "\t/etc/X11.AppleBackup/app-defaults/Chooser\t46\n",
      "\t/etc/X11.AppleBackup/app-defaults/Clock-color\t6\n",
      "\t/etc/X11.AppleBackup/app-defaults/Editres\t292\n",
      "\t/etc/X11.AppleBackup/app-defaults/Editres-color\t91\n",
      "\t/etc/X11.AppleBackup/app-defaults/UXTerm\t19\n",
      "\t/etc/X11.AppleBackup/app-defaults/Viewres\t95\n",
      "\t/etc/X11.AppleBackup/app-defaults/XCalc\t530\n",
      "\t/etc/X11.AppleBackup/app-defaults/XCalc-color\t102\n",
      "\t/etc/X11.AppleBackup/app-defaults/XClipboard\t126\n",
      "\t/etc/X11.AppleBackup/app-defaults/XClock\t1\n",
      "\t/etc/X11.AppleBackup/app-defaults/XClock-color\t11\n",
      "\t/etc/X11.AppleBackup/app-defaults/XConsole\t28\n",
      "\t/etc/X11.AppleBackup/app-defaults/XFontSel\t148\n",
      "\t/etc/X11.AppleBackup/app-defaults/XLoad\t6\n",
      "\t/etc/X11.AppleBackup/app-defaults/XLogo\t1\n",
      "\t/etc/X11.AppleBackup/app-defaults/XLogo-color\t5\n",
      "\t/etc/X11.AppleBackup/app-defaults/XSm\t119\n",
      "\t/etc/X11.AppleBackup/app-defaults/XTerm\t112\n",
      "\t/etc/X11.AppleBackup/app-defaults/XTerm-color\t63\n",
      "\t/etc/X11.AppleBackup/app-defaults/Xditview\t96\n",
      "\t/etc/X11.AppleBackup/app-defaults/Xditview-chrtr\t25\n",
      "\t/etc/X11.AppleBackup/app-defaults/Xedit\t459\n",
      "\t/etc/X11.AppleBackup/app-defaults/Xedit-color\t195\n",
      "\t/etc/X11.AppleBackup/app-defaults/Xfd\t40\n",
      "\t/etc/X11.AppleBackup/app-defaults/Xgc\t2\n",
      "\t/etc/X11.AppleBackup/app-defaults/Xmag\t27\n",
      "\t/etc/X11.AppleBackup/app-defaults/Xman\t190\n",
      "\t/etc/X11.AppleBackup/app-defaults/Xmessage\t6\n",
      "\t/etc/X11.AppleBackup/app-defaults/Xmessage-color\t44\n",
      "\t/etc/X11.AppleBackup/app-defaults/Xmh\t173\n",
      "\t/etc/X11.AppleBackup/app-defaults/Xvidtune\t182\n",
      "\ttotal\t3493\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/fs:\n",
      "\t/etc/X11.AppleBackup/fs/config\t15\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/lbxproxy:\n",
      "\t/etc/X11.AppleBackup/lbxproxy/AtomControl\t91\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/proxymngr:\n",
      "\t/etc/X11.AppleBackup/proxymngr/pmconfig\t12\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/rstart:\n",
      "\t/etc/X11.AppleBackup/rstart/config\t34\n",
      "\t/etc/X11.AppleBackup/rstart/rstartd.real\t110\n",
      "\ttotal\t144\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/rstart/commands:\n",
      "\t/etc/X11.AppleBackup/rstart/commands/@List\t26\n",
      "\t/etc/X11.AppleBackup/rstart/commands/ListContexts\t36\n",
      "\t/etc/X11.AppleBackup/rstart/commands/ListGenericCommands\t38\n",
      "\ttotal\t100\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/rstart/commands/x11r6:\n",
      "\t/etc/X11.AppleBackup/rstart/commands/x11r6/@List\t26\n",
      "\t/etc/X11.AppleBackup/rstart/commands/x11r6/LoadMonitor\t27\n",
      "\t/etc/X11.AppleBackup/rstart/commands/x11r6/Terminal\t27\n",
      "\ttotal\t80\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/rstart/contexts:\n",
      "\t/etc/X11.AppleBackup/rstart/contexts/@List\t25\n",
      "\t/etc/X11.AppleBackup/rstart/contexts/default\t26\n",
      "\t/etc/X11.AppleBackup/rstart/contexts/x\t30\n",
      "\t/etc/X11.AppleBackup/rstart/contexts/x11\t30\n",
      "\t/etc/X11.AppleBackup/rstart/contexts/x11r6\t30\n",
      "\ttotal\t141\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/twm:\n",
      "\t/etc/X11.AppleBackup/twm/system.twmrc\t94\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xdm:\n",
      "\t/etc/X11.AppleBackup/xdm/GiveConsole\t10\n",
      "\t/etc/X11.AppleBackup/xdm/TakeConsole\t7\n",
      "\t/etc/X11.AppleBackup/xdm/Xaccess\t100\n",
      "\t/etc/X11.AppleBackup/xdm/Xresources\t93\n",
      "\t/etc/X11.AppleBackup/xdm/Xservers\t13\n",
      "\t/etc/X11.AppleBackup/xdm/Xsession\t46\n",
      "\t/etc/X11.AppleBackup/xdm/Xsetup_0\t3\n",
      "\t/etc/X11.AppleBackup/xdm/Xwilling\t12\n",
      "\t/etc/X11.AppleBackup/xdm/chooser\t41\n",
      "\t/etc/X11.AppleBackup/xdm/xdm-config\t32\n",
      "\ttotal\t357\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xdm/pixmaps:\n",
      "\t/etc/X11.AppleBackup/xdm/pixmaps/XFree86.xpm\t237\n",
      "\t/etc/X11.AppleBackup/xdm/pixmaps/XFree86bw.xpm\t110\n",
      "\ttotal\t347\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xinit:\n",
      "\t/etc/X11.AppleBackup/xinit/xinitrc\t33\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb:\n",
      "\t/etc/X11.AppleBackup/xkb/README\t25\n",
      "\t/etc/X11.AppleBackup/xkb/README.config\t198\n",
      "\t/etc/X11.AppleBackup/xkb/README.enhancing\t511\n",
      "\t/etc/X11.AppleBackup/xkb/compat.dir\t21\n",
      "\t/etc/X11.AppleBackup/xkb/geometry.dir\t59\n",
      "\t/etc/X11.AppleBackup/xkb/keycodes.dir\t65\n",
      "\t/etc/X11.AppleBackup/xkb/keymap.dir\t230\n",
      "\t/etc/X11.AppleBackup/xkb/symbols.dir\t796\n",
      "\t/etc/X11.AppleBackup/xkb/types.dir\t13\n",
      "\t/etc/X11.AppleBackup/xkb/xkbcomp\t1766\n",
      "\ttotal\t3684\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/compat:\n",
      "\t/etc/X11.AppleBackup/xkb/compat/README\t37\n",
      "\t/etc/X11.AppleBackup/xkb/compat/accessx\t54\n",
      "\t/etc/X11.AppleBackup/xkb/compat/basic\t59\n",
      "\t/etc/X11.AppleBackup/xkb/compat/complete\t10\n",
      "\t/etc/X11.AppleBackup/xkb/compat/default\t10\n",
      "\t/etc/X11.AppleBackup/xkb/compat/group_led\t22\n",
      "\t/etc/X11.AppleBackup/xkb/compat/iso9995\t84\n",
      "\t/etc/X11.AppleBackup/xkb/compat/japan\t29\n",
      "\t/etc/X11.AppleBackup/xkb/compat/keypad\t60\n",
      "\t/etc/X11.AppleBackup/xkb/compat/leds\t24\n",
      "\t/etc/X11.AppleBackup/xkb/compat/misc\t120\n",
      "\t/etc/X11.AppleBackup/xkb/compat/mousekeys\t182\n",
      "\t/etc/X11.AppleBackup/xkb/compat/norepeat\t11\n",
      "\t/etc/X11.AppleBackup/xkb/compat/pc\t18\n",
      "\t/etc/X11.AppleBackup/xkb/compat/pc98\t62\n",
      "\t/etc/X11.AppleBackup/xkb/compat/xfree86\t57\n",
      "\t/etc/X11.AppleBackup/xkb/compat/xtest\t58\n",
      "\ttotal\t897\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/compiled:\n",
      "\t/etc/X11.AppleBackup/xkb/compiled/README\t13\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/geometry:\n",
      "\t/etc/X11.AppleBackup/xkb/geometry/README\t10\n",
      "\t/etc/X11.AppleBackup/xkb/geometry/amiga\t270\n",
      "\t/etc/X11.AppleBackup/xkb/geometry/ataritt\t257\n",
      "\t/etc/X11.AppleBackup/xkb/geometry/chicony\t190\n",
      "\t/etc/X11.AppleBackup/xkb/geometry/dell\t185\n",
      "\t/etc/X11.AppleBackup/xkb/geometry/everex\t174\n",
      "\t/etc/X11.AppleBackup/xkb/geometry/fujitsu\t315\n",
      "\t/etc/X11.AppleBackup/xkb/geometry/hp\t456\n",
      "\t/etc/X11.AppleBackup/xkb/geometry/keytronic\t255\n",
      "\t/etc/X11.AppleBackup/xkb/geometry/kinesis\t193\n",
      "\t/etc/X11.AppleBackup/xkb/geometry/macintosh\t174\n",
      "\t/etc/X11.AppleBackup/xkb/geometry/microsoft\t256\n",
      "\t/etc/X11.AppleBackup/xkb/geometry/nec\t159\n",
      "\t/etc/X11.AppleBackup/xkb/geometry/northgate\t172\n",
      "\t/etc/X11.AppleBackup/xkb/geometry/pc\t1159\n",
      "\t/etc/X11.AppleBackup/xkb/geometry/sony\t180\n",
      "\t/etc/X11.AppleBackup/xkb/geometry/sun\t1338\n",
      "\t/etc/X11.AppleBackup/xkb/geometry/winbook\t144\n",
      "\ttotal\t5887\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/geometry/digital:\n",
      "\t/etc/X11.AppleBackup/xkb/geometry/digital/lk\t730\n",
      "\t/etc/X11.AppleBackup/xkb/geometry/digital/pc\t350\n",
      "\t/etc/X11.AppleBackup/xkb/geometry/digital/unix\t230\n",
      "\ttotal\t1310\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/geometry/ibm:\n",
      "\t/etc/X11.AppleBackup/xkb/geometry/ibm/thinkpad\t267\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/geometry/sgi:\n",
      "\t/etc/X11.AppleBackup/xkb/geometry/sgi/O2\t618\n",
      "\t/etc/X11.AppleBackup/xkb/geometry/sgi/indigo\t413\n",
      "\t/etc/X11.AppleBackup/xkb/geometry/sgi/indy\t601\n",
      "\ttotal\t1632\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/keycodes:\n",
      "\t/etc/X11.AppleBackup/xkb/keycodes/README\t10\n",
      "\t/etc/X11.AppleBackup/xkb/keycodes/aliases\t101\n",
      "\t/etc/X11.AppleBackup/xkb/keycodes/amiga\t231\n",
      "\t/etc/X11.AppleBackup/xkb/keycodes/ataritt\t123\n",
      "\t/etc/X11.AppleBackup/xkb/keycodes/fujitsu\t187\n",
      "\t/etc/X11.AppleBackup/xkb/keycodes/hp\t271\n",
      "\t/etc/X11.AppleBackup/xkb/keycodes/ibm\t151\n",
      "\t/etc/X11.AppleBackup/xkb/keycodes/macintosh\t161\n",
      "\t/etc/X11.AppleBackup/xkb/keycodes/powerpcps2\t134\n",
      "\t/etc/X11.AppleBackup/xkb/keycodes/sony\t142\n",
      "\t/etc/X11.AppleBackup/xkb/keycodes/sun\t819\n",
      "\t/etc/X11.AppleBackup/xkb/keycodes/xfree86\t414\n",
      "\t/etc/X11.AppleBackup/xkb/keycodes/xfree98\t155\n",
      "\ttotal\t2899\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/keycodes/digital:\n",
      "\t/etc/X11.AppleBackup/xkb/keycodes/digital/lk\t271\n",
      "\t/etc/X11.AppleBackup/xkb/keycodes/digital/pc\t280\n",
      "\ttotal\t551\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/keycodes/sgi:\n",
      "\t/etc/X11.AppleBackup/xkb/keycodes/sgi/indigo\t140\n",
      "\t/etc/X11.AppleBackup/xkb/keycodes/sgi/indy\t203\n",
      "\t/etc/X11.AppleBackup/xkb/keycodes/sgi/iris\t11\n",
      "\ttotal\t354\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/keymap:\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/README\t8\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/amiga\t22\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/ataritt\t21\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/macintosh\t17\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/sony\t33\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/xfree86\t362\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/xfree98\t35\n",
      "\ttotal\t498\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/keymap/digital:\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/digital/us\t188\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/keymap/sgi:\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/sgi/be\t34\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/sgi/bg\t19\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/sgi/ca\t33\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/sgi/cz\t21\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/sgi/cz_qwerty\t21\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/sgi/de\t34\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/sgi/de_CH\t34\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/sgi/dk\t34\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/sgi/dvorak\t15\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/sgi/en_US\t58\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/sgi/es\t34\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/sgi/fi\t34\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/sgi/fr\t34\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/sgi/fr_CH\t34\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/sgi/gb\t34\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/sgi/hu\t105\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/sgi/it\t34\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/sgi/jp\t8\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/sgi/no\t34\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/sgi/pl\t29\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/sgi/pt\t34\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/sgi/ru\t105\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/sgi/se\t34\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/sgi/sk\t21\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/sgi/sk_qwerty\t21\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/sgi/th\t17\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/sgi/us\t43\n",
      "\ttotal\t958\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/keymap/sun:\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/sun/de\t78\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/sun/es\t62\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/sun/fi\t62\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/sun/fr\t62\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/sun/no\t62\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/sun/pl\t62\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/sun/ru\t62\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/sun/se\t56\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/sun/uk\t62\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/sun/us\t68\n",
      "\ttotal\t636\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/rules:\n",
      "\t/etc/X11.AppleBackup/xkb/rules/README\t6\n",
      "\t/etc/X11.AppleBackup/xkb/rules/sgi\t73\n",
      "\t/etc/X11.AppleBackup/xkb/rules/sgi.lst\t82\n",
      "\t/etc/X11.AppleBackup/xkb/rules/sun\t43\n",
      "\t/etc/X11.AppleBackup/xkb/rules/sun.lst\t62\n",
      "\t/etc/X11.AppleBackup/xkb/rules/xfree86\t196\n",
      "\t/etc/X11.AppleBackup/xkb/rules/xfree86-it.lst\t51\n",
      "\t/etc/X11.AppleBackup/xkb/rules/xfree86.lst\t268\n",
      "\t/etc/X11.AppleBackup/xkb/rules/xfree86.xml\t5841\n",
      "\ttotal\t6622\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/semantics:\n",
      "\t/etc/X11.AppleBackup/xkb/semantics/basic\t7\n",
      "\t/etc/X11.AppleBackup/xkb/semantics/complete\t7\n",
      "\t/etc/X11.AppleBackup/xkb/semantics/default\t7\n",
      "\t/etc/X11.AppleBackup/xkb/semantics/xtest\t7\n",
      "\ttotal\t28\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/symbols:\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/README\t8\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/al\t108\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/altwin\t48\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/am\t183\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/apple\t60\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/ar\t146\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/az\t213\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/be\t121\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/ben\t141\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/bg\t515\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/br\t95\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/bs\t91\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/by\t142\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/ca\t275\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/ca_enhanced\t185\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/compose\t17\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/ctrl\t39\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/cz\t147\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/cz_qwerty\t16\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/czsk\t741\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/de\t173\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/de_CH\t94\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/dev\t67\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/dk\t116\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/dvorak\t350\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/ee\t83\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/el\t145\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/en_US\t126\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/es\t91\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/fi\t122\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/fr\t101\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/fr_CH\t57\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/gb\t134\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/ge_la\t71\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/ge_ru\t83\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/group\t283\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/guj\t67\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/gur\t67\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/hr\t105\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/hr_US\t80\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/hu\t336\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/hu_US\t150\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/hu_qwerty\t10\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/ie\t262\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/il\t75\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/il_phonetic\t83\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/inet\t1949\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/ir\t66\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/is\t126\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/iso9995-3\t137\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/it\t113\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/iu\t79\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/jp\t178\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/kan\t72\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/keypad\t81\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/la\t85\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/level3\t90\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/lo\t80\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/lock\t22\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/lt\t140\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/lt_std\t107\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/lv\t78\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/mk\t130\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/ml\t107\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/mm\t67\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/mt\t47\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/mt_us\t47\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/nl\t98\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/no\t119\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/ogham\t206\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/ori\t71\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc104\t32\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pl\t60\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pl2\t119\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pt\t78\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/ralt\t18\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/ro\t141\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/ro2\t96\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/ru\t297\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/sapmi\t194\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/se\t119\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/se_FI\t10\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/se_NO\t10\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/se_SE\t10\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/si\t108\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/sk\t141\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/sk_qwerty\t16\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/sr\t130\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/srvr_ctrl\t135\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/syr\t72\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/syr_phonetic\t72\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/tel\t74\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/th\t74\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/th_pat\t72\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/th_tis\t71\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/tj\t162\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/tml\t285\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/tr\t65\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/tr_f\t134\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/ua\t266\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/us\t371\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/us_group2\t280\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/us_group3\t287\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/us_intl\t69\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/uz\t142\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/vn\t398\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/yu\t85\n",
      "\ttotal\t15610\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/symbols/digital:\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/digital/lk\t131\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/digital/pc\t176\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/digital/us\t212\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/digital/vt\t159\n",
      "\ttotal\t678\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/symbols/fujitsu:\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/fujitsu/jp\t88\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/fujitsu/us\t145\n",
      "\ttotal\t233\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/symbols/hp:\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/hp/us\t106\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/symbols/macintosh:\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/macintosh/de\t144\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/macintosh/de_CH\t150\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/macintosh/dk\t92\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/macintosh/es\t50\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/macintosh/fi\t19\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/macintosh/fr\t101\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/macintosh/fr_CH\t28\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/macintosh/gb\t19\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/macintosh/it\t93\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/macintosh/nl\t15\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/macintosh/no\t58\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/macintosh/pt\t66\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/macintosh/se\t56\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/macintosh/us\t204\n",
      "\ttotal\t1095\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/symbols/nec:\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/nec/jp\t167\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/symbols/pc:\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/al\t43\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/am\t174\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/ar\t142\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/be\t98\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/ben\t143\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/bg\t141\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/br\t59\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/by\t75\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/cz\t83\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/cz_qwerty\t21\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/de\t108\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/dev\t71\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/dk\t44\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/dvorak\t278\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/dz\t87\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/ee\t55\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/el\t122\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/en_US\t22\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/es\t59\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/fi\t73\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/fr\t78\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/fr-latin9\t167\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/gb\t61\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/ge_la\t51\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/ge_ru\t65\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/guj\t69\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/gur\t69\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/hr\t50\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/ie\t253\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/il\t154\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/il_phonetic\t46\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/ir\t69\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/is\t64\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/it\t63\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/iu\t67\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/kan\t69\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/la\t60\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/latin\t179\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/lo\t80\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/lt\t111\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/lv\t34\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/mk\t67\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/ml\t91\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/mm\t66\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/mt\t34\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/mt_us\t22\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/nl\t54\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/no\t46\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/ogham\t206\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/ori\t66\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/pc\t262\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/pl\t25\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/pl2\t46\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/pt\t58\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/ro\t99\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/ru\t165\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/sapmi\t94\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/se\t46\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/se_FI\t10\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/se_NO\t10\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/se_SE\t10\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/si\t46\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/sk\t83\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/sk_qwerty\t21\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/sr\t211\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/syr\t72\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/syr_phonetic\t72\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/tel\t69\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/th\t63\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/th_pat\t64\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/th_tis\t63\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/tj\t82\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/tml\t234\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/tr\t153\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/ua\t149\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/us\t121\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/us_intl\t54\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/uz\t81\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/yu\t58\n",
      "\ttotal\t6930\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/symbols/sgi:\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/sgi/jp\t46\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/symbols/sony:\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/sony/us\t93\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/symbols/sun:\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/sun/se\t193\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/sun/us\t338\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/sun/usb\t28\n",
      "\ttotal\t559\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/symbols/xfree68:\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/xfree68/amiga\t132\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/xfree68/ataritt\t161\n",
      "\ttotal\t293\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/types:\n",
      "\t/etc/X11.AppleBackup/xkb/types/README\t8\n",
      "\t/etc/X11.AppleBackup/xkb/types/basic\t40\n",
      "\t/etc/X11.AppleBackup/xkb/types/caps\t170\n",
      "\t/etc/X11.AppleBackup/xkb/types/complete\t14\n",
      "\t/etc/X11.AppleBackup/xkb/types/default\t14\n",
      "\t/etc/X11.AppleBackup/xkb/types/extra\t96\n",
      "\t/etc/X11.AppleBackup/xkb/types/iso9995\t20\n",
      "\t/etc/X11.AppleBackup/xkb/types/mousekeys\t13\n",
      "\t/etc/X11.AppleBackup/xkb/types/numpad\t13\n",
      "\t/etc/X11.AppleBackup/xkb/types/pc\t33\n",
      "\ttotal\t421\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xserver:\n",
      "\t/etc/X11.AppleBackup/xserver/SecurityPolicy\t88\n",
      "\t/etc/X11.AppleBackup/xserver/Xquartz.plist\t27\n",
      "\ttotal\t115\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xsm:\n",
      "\t/etc/X11.AppleBackup/xsm/system.xsm\t4\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2:\n",
      "\ttotal\t0\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/app-defaults:\n",
      "\t/etc/X11.AppleBackup2/app-defaults/Beforelight\t1\n",
      "\t/etc/X11.AppleBackup2/app-defaults/Bitmap\t233\n",
      "\t/etc/X11.AppleBackup2/app-defaults/Bitmap-color\t19\n",
      "\t/etc/X11.AppleBackup2/app-defaults/Chooser\t46\n",
      "\t/etc/X11.AppleBackup2/app-defaults/Clock-color\t6\n",
      "\t/etc/X11.AppleBackup2/app-defaults/Editres\t292\n",
      "\t/etc/X11.AppleBackup2/app-defaults/Editres-color\t91\n",
      "\t/etc/X11.AppleBackup2/app-defaults/UXTerm\t19\n",
      "\t/etc/X11.AppleBackup2/app-defaults/Viewres\t95\n",
      "\t/etc/X11.AppleBackup2/app-defaults/XCalc\t530\n",
      "\t/etc/X11.AppleBackup2/app-defaults/XCalc-color\t102\n",
      "\t/etc/X11.AppleBackup2/app-defaults/XClipboard\t126\n",
      "\t/etc/X11.AppleBackup2/app-defaults/XClock\t1\n",
      "\t/etc/X11.AppleBackup2/app-defaults/XClock-color\t11\n",
      "\t/etc/X11.AppleBackup2/app-defaults/XConsole\t28\n",
      "\t/etc/X11.AppleBackup2/app-defaults/XFontSel\t148\n",
      "\t/etc/X11.AppleBackup2/app-defaults/XLoad\t6\n",
      "\t/etc/X11.AppleBackup2/app-defaults/XLogo\t1\n",
      "\t/etc/X11.AppleBackup2/app-defaults/XLogo-color\t5\n",
      "\t/etc/X11.AppleBackup2/app-defaults/XSm\t119\n",
      "\t/etc/X11.AppleBackup2/app-defaults/XTerm\t112\n",
      "\t/etc/X11.AppleBackup2/app-defaults/XTerm-color\t63\n",
      "\t/etc/X11.AppleBackup2/app-defaults/Xditview\t96\n",
      "\t/etc/X11.AppleBackup2/app-defaults/Xditview-chrtr\t25\n",
      "\t/etc/X11.AppleBackup2/app-defaults/Xedit\t459\n",
      "\t/etc/X11.AppleBackup2/app-defaults/Xedit-color\t195\n",
      "\t/etc/X11.AppleBackup2/app-defaults/Xfd\t40\n",
      "\t/etc/X11.AppleBackup2/app-defaults/Xgc\t2\n",
      "\t/etc/X11.AppleBackup2/app-defaults/Xmag\t27\n",
      "\t/etc/X11.AppleBackup2/app-defaults/Xman\t190\n",
      "\t/etc/X11.AppleBackup2/app-defaults/Xmessage\t6\n",
      "\t/etc/X11.AppleBackup2/app-defaults/Xmessage-color\t44\n",
      "\t/etc/X11.AppleBackup2/app-defaults/Xmh\t173\n",
      "\t/etc/X11.AppleBackup2/app-defaults/Xvidtune\t182\n",
      "\ttotal\t3493\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/fs:\n",
      "\t/etc/X11.AppleBackup2/fs/config\t15\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/lbxproxy:\n",
      "\t/etc/X11.AppleBackup2/lbxproxy/AtomControl\t91\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/proxymngr:\n",
      "\t/etc/X11.AppleBackup2/proxymngr/pmconfig\t12\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/rstart:\n",
      "\t/etc/X11.AppleBackup2/rstart/config\t34\n",
      "\t/etc/X11.AppleBackup2/rstart/rstartd.real\t110\n",
      "\ttotal\t144\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/rstart/commands:\n",
      "\t/etc/X11.AppleBackup2/rstart/commands/@List\t26\n",
      "\t/etc/X11.AppleBackup2/rstart/commands/ListContexts\t36\n",
      "\t/etc/X11.AppleBackup2/rstart/commands/ListGenericCommands\t38\n",
      "\ttotal\t100\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/rstart/commands/x11r6:\n",
      "\t/etc/X11.AppleBackup2/rstart/commands/x11r6/@List\t26\n",
      "\t/etc/X11.AppleBackup2/rstart/commands/x11r6/LoadMonitor\t27\n",
      "\t/etc/X11.AppleBackup2/rstart/commands/x11r6/Terminal\t27\n",
      "\ttotal\t80\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/rstart/contexts:\n",
      "\t/etc/X11.AppleBackup2/rstart/contexts/@List\t25\n",
      "\t/etc/X11.AppleBackup2/rstart/contexts/default\t26\n",
      "\t/etc/X11.AppleBackup2/rstart/contexts/x\t30\n",
      "\t/etc/X11.AppleBackup2/rstart/contexts/x11\t30\n",
      "\t/etc/X11.AppleBackup2/rstart/contexts/x11r6\t30\n",
      "\ttotal\t141\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/twm:\n",
      "\t/etc/X11.AppleBackup2/twm/system.twmrc\t94\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xdm:\n",
      "\t/etc/X11.AppleBackup2/xdm/GiveConsole\t10\n",
      "\t/etc/X11.AppleBackup2/xdm/TakeConsole\t7\n",
      "\t/etc/X11.AppleBackup2/xdm/Xaccess\t100\n",
      "\t/etc/X11.AppleBackup2/xdm/Xresources\t93\n",
      "\t/etc/X11.AppleBackup2/xdm/Xservers\t13\n",
      "\t/etc/X11.AppleBackup2/xdm/Xsession\t46\n",
      "\t/etc/X11.AppleBackup2/xdm/Xsetup_0\t3\n",
      "\t/etc/X11.AppleBackup2/xdm/Xwilling\t12\n",
      "\t/etc/X11.AppleBackup2/xdm/chooser\t41\n",
      "\t/etc/X11.AppleBackup2/xdm/xdm-config\t32\n",
      "\ttotal\t357\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xdm/pixmaps:\n",
      "\t/etc/X11.AppleBackup2/xdm/pixmaps/XFree86.xpm\t237\n",
      "\t/etc/X11.AppleBackup2/xdm/pixmaps/XFree86bw.xpm\t110\n",
      "\ttotal\t347\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xinit:\n",
      "\t/etc/X11.AppleBackup2/xinit/xinitrc\t33\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb:\n",
      "\t/etc/X11.AppleBackup2/xkb/README\t25\n",
      "\t/etc/X11.AppleBackup2/xkb/README.config\t198\n",
      "\t/etc/X11.AppleBackup2/xkb/README.enhancing\t511\n",
      "\t/etc/X11.AppleBackup2/xkb/compat.dir\t21\n",
      "\t/etc/X11.AppleBackup2/xkb/geometry.dir\t59\n",
      "\t/etc/X11.AppleBackup2/xkb/keycodes.dir\t65\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap.dir\t230\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols.dir\t796\n",
      "\t/etc/X11.AppleBackup2/xkb/types.dir\t13\n",
      "\t/etc/X11.AppleBackup2/xkb/xkbcomp\t1766\n",
      "\ttotal\t3684\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/compat:\n",
      "\t/etc/X11.AppleBackup2/xkb/compat/README\t37\n",
      "\t/etc/X11.AppleBackup2/xkb/compat/accessx\t54\n",
      "\t/etc/X11.AppleBackup2/xkb/compat/basic\t59\n",
      "\t/etc/X11.AppleBackup2/xkb/compat/complete\t10\n",
      "\t/etc/X11.AppleBackup2/xkb/compat/default\t10\n",
      "\t/etc/X11.AppleBackup2/xkb/compat/group_led\t22\n",
      "\t/etc/X11.AppleBackup2/xkb/compat/iso9995\t84\n",
      "\t/etc/X11.AppleBackup2/xkb/compat/japan\t29\n",
      "\t/etc/X11.AppleBackup2/xkb/compat/keypad\t60\n",
      "\t/etc/X11.AppleBackup2/xkb/compat/leds\t24\n",
      "\t/etc/X11.AppleBackup2/xkb/compat/misc\t120\n",
      "\t/etc/X11.AppleBackup2/xkb/compat/mousekeys\t182\n",
      "\t/etc/X11.AppleBackup2/xkb/compat/norepeat\t11\n",
      "\t/etc/X11.AppleBackup2/xkb/compat/pc\t18\n",
      "\t/etc/X11.AppleBackup2/xkb/compat/pc98\t62\n",
      "\t/etc/X11.AppleBackup2/xkb/compat/xfree86\t57\n",
      "\t/etc/X11.AppleBackup2/xkb/compat/xtest\t58\n",
      "\ttotal\t897\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/compiled:\n",
      "\t/etc/X11.AppleBackup2/xkb/compiled/README\t13\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/geometry:\n",
      "\t/etc/X11.AppleBackup2/xkb/geometry/README\t10\n",
      "\t/etc/X11.AppleBackup2/xkb/geometry/amiga\t270\n",
      "\t/etc/X11.AppleBackup2/xkb/geometry/ataritt\t257\n",
      "\t/etc/X11.AppleBackup2/xkb/geometry/chicony\t190\n",
      "\t/etc/X11.AppleBackup2/xkb/geometry/dell\t185\n",
      "\t/etc/X11.AppleBackup2/xkb/geometry/everex\t174\n",
      "\t/etc/X11.AppleBackup2/xkb/geometry/fujitsu\t315\n",
      "\t/etc/X11.AppleBackup2/xkb/geometry/hp\t456\n",
      "\t/etc/X11.AppleBackup2/xkb/geometry/keytronic\t255\n",
      "\t/etc/X11.AppleBackup2/xkb/geometry/kinesis\t193\n",
      "\t/etc/X11.AppleBackup2/xkb/geometry/macintosh\t174\n",
      "\t/etc/X11.AppleBackup2/xkb/geometry/microsoft\t256\n",
      "\t/etc/X11.AppleBackup2/xkb/geometry/nec\t159\n",
      "\t/etc/X11.AppleBackup2/xkb/geometry/northgate\t172\n",
      "\t/etc/X11.AppleBackup2/xkb/geometry/pc\t1159\n",
      "\t/etc/X11.AppleBackup2/xkb/geometry/sony\t180\n",
      "\t/etc/X11.AppleBackup2/xkb/geometry/sun\t1338\n",
      "\t/etc/X11.AppleBackup2/xkb/geometry/winbook\t144\n",
      "\ttotal\t5887\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/geometry/digital:\n",
      "\t/etc/X11.AppleBackup2/xkb/geometry/digital/lk\t730\n",
      "\t/etc/X11.AppleBackup2/xkb/geometry/digital/pc\t350\n",
      "\t/etc/X11.AppleBackup2/xkb/geometry/digital/unix\t230\n",
      "\ttotal\t1310\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/geometry/ibm:\n",
      "\t/etc/X11.AppleBackup2/xkb/geometry/ibm/thinkpad\t267\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/geometry/sgi:\n",
      "\t/etc/X11.AppleBackup2/xkb/geometry/sgi/O2\t618\n",
      "\t/etc/X11.AppleBackup2/xkb/geometry/sgi/indigo\t413\n",
      "\t/etc/X11.AppleBackup2/xkb/geometry/sgi/indy\t601\n",
      "\ttotal\t1632\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/keycodes:\n",
      "\t/etc/X11.AppleBackup2/xkb/keycodes/README\t10\n",
      "\t/etc/X11.AppleBackup2/xkb/keycodes/aliases\t101\n",
      "\t/etc/X11.AppleBackup2/xkb/keycodes/amiga\t231\n",
      "\t/etc/X11.AppleBackup2/xkb/keycodes/ataritt\t123\n",
      "\t/etc/X11.AppleBackup2/xkb/keycodes/fujitsu\t187\n",
      "\t/etc/X11.AppleBackup2/xkb/keycodes/hp\t271\n",
      "\t/etc/X11.AppleBackup2/xkb/keycodes/ibm\t151\n",
      "\t/etc/X11.AppleBackup2/xkb/keycodes/macintosh\t161\n",
      "\t/etc/X11.AppleBackup2/xkb/keycodes/powerpcps2\t134\n",
      "\t/etc/X11.AppleBackup2/xkb/keycodes/sony\t142\n",
      "\t/etc/X11.AppleBackup2/xkb/keycodes/sun\t819\n",
      "\t/etc/X11.AppleBackup2/xkb/keycodes/xfree86\t414\n",
      "\t/etc/X11.AppleBackup2/xkb/keycodes/xfree98\t155\n",
      "\ttotal\t2899\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/keycodes/digital:\n",
      "\t/etc/X11.AppleBackup2/xkb/keycodes/digital/lk\t271\n",
      "\t/etc/X11.AppleBackup2/xkb/keycodes/digital/pc\t280\n",
      "\ttotal\t551\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/keycodes/sgi:\n",
      "\t/etc/X11.AppleBackup2/xkb/keycodes/sgi/indigo\t140\n",
      "\t/etc/X11.AppleBackup2/xkb/keycodes/sgi/indy\t203\n",
      "\t/etc/X11.AppleBackup2/xkb/keycodes/sgi/iris\t11\n",
      "\ttotal\t354\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/keymap:\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/README\t8\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/amiga\t22\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/ataritt\t21\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/macintosh\t17\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/sony\t33\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/xfree86\t362\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/xfree98\t35\n",
      "\ttotal\t498\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/keymap/digital:\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/digital/us\t188\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/keymap/sgi:\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/sgi/be\t34\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/sgi/bg\t19\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/sgi/ca\t33\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/sgi/cz\t21\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/sgi/cz_qwerty\t21\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/sgi/de\t34\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/sgi/de_CH\t34\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/sgi/dk\t34\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/sgi/dvorak\t15\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/sgi/en_US\t58\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/sgi/es\t34\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/sgi/fi\t34\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/sgi/fr\t34\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/sgi/fr_CH\t34\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/sgi/gb\t34\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/sgi/hu\t105\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/sgi/it\t34\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/sgi/jp\t8\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/sgi/no\t34\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/sgi/pl\t29\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/sgi/pt\t34\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/sgi/ru\t105\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/sgi/se\t34\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/sgi/sk\t21\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/sgi/sk_qwerty\t21\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/sgi/th\t17\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/sgi/us\t43\n",
      "\ttotal\t958\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/keymap/sun:\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/sun/de\t78\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/sun/es\t62\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/sun/fi\t62\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/sun/fr\t62\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/sun/no\t62\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/sun/pl\t62\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/sun/ru\t62\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/sun/se\t56\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/sun/uk\t62\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/sun/us\t68\n",
      "\ttotal\t636\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/rules:\n",
      "\t/etc/X11.AppleBackup2/xkb/rules/README\t6\n",
      "\t/etc/X11.AppleBackup2/xkb/rules/sgi\t73\n",
      "\t/etc/X11.AppleBackup2/xkb/rules/sgi.lst\t82\n",
      "\t/etc/X11.AppleBackup2/xkb/rules/sun\t43\n",
      "\t/etc/X11.AppleBackup2/xkb/rules/sun.lst\t62\n",
      "\t/etc/X11.AppleBackup2/xkb/rules/xfree86\t196\n",
      "\t/etc/X11.AppleBackup2/xkb/rules/xfree86-it.lst\t51\n",
      "\t/etc/X11.AppleBackup2/xkb/rules/xfree86.lst\t268\n",
      "\t/etc/X11.AppleBackup2/xkb/rules/xfree86.xml\t5841\n",
      "\ttotal\t6622\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/semantics:\n",
      "\t/etc/X11.AppleBackup2/xkb/semantics/basic\t7\n",
      "\t/etc/X11.AppleBackup2/xkb/semantics/complete\t7\n",
      "\t/etc/X11.AppleBackup2/xkb/semantics/default\t7\n",
      "\t/etc/X11.AppleBackup2/xkb/semantics/xtest\t7\n",
      "\ttotal\t28\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/symbols:\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/README\t8\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/al\t108\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/altwin\t48\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/am\t183\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/apple\t60\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/ar\t146\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/az\t213\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/be\t121\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/ben\t141\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/bg\t515\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/br\t95\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/bs\t91\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/by\t142\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/ca\t275\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/ca_enhanced\t185\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/compose\t17\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/ctrl\t39\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/cz\t147\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/cz_qwerty\t16\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/czsk\t741\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/de\t173\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/de_CH\t94\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/dev\t67\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/dk\t116\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/dvorak\t350\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/ee\t83\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/el\t145\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/en_US\t126\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/es\t91\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/fi\t122\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/fr\t101\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/fr_CH\t57\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/gb\t134\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/ge_la\t71\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/ge_ru\t83\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/group\t283\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/guj\t67\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/gur\t67\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/hr\t105\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/hr_US\t80\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/hu\t336\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/hu_US\t150\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/hu_qwerty\t10\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/ie\t262\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/il\t75\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/il_phonetic\t83\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/inet\t1949\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/ir\t66\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/is\t126\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/iso9995-3\t137\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/it\t113\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/iu\t79\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/jp\t178\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/kan\t72\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/keypad\t81\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/la\t85\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/level3\t90\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/lo\t80\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/lock\t22\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/lt\t140\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/lt_std\t107\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/lv\t78\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/mk\t130\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/ml\t107\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/mm\t67\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/mt\t47\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/mt_us\t47\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/nl\t98\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/no\t119\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/ogham\t206\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/ori\t71\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc104\t32\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pl\t60\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pl2\t119\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pt\t78\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/ralt\t18\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/ro\t141\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/ro2\t96\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/ru\t297\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/sapmi\t194\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/se\t119\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/se_FI\t10\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/se_NO\t10\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/se_SE\t10\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/si\t108\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/sk\t141\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/sk_qwerty\t16\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/sr\t130\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/srvr_ctrl\t135\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/syr\t72\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/syr_phonetic\t72\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/tel\t74\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/th\t74\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/th_pat\t72\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/th_tis\t71\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/tj\t162\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/tml\t285\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/tr\t65\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/tr_f\t134\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/ua\t266\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/us\t371\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/us_group2\t280\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/us_group3\t287\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/us_intl\t69\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/uz\t142\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/vn\t398\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/yu\t85\n",
      "\ttotal\t15610\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/symbols/digital:\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/digital/lk\t131\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/digital/pc\t176\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/digital/us\t212\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/digital/vt\t159\n",
      "\ttotal\t678\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/symbols/fujitsu:\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/fujitsu/jp\t88\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/fujitsu/us\t145\n",
      "\ttotal\t233\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/symbols/hp:\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/hp/us\t106\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/symbols/macintosh:\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/macintosh/de\t144\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/macintosh/de_CH\t150\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/macintosh/dk\t92\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/macintosh/es\t50\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/macintosh/fi\t19\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/macintosh/fr\t101\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/macintosh/fr_CH\t28\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/macintosh/gb\t19\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/macintosh/it\t93\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/macintosh/nl\t15\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/macintosh/no\t58\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/macintosh/pt\t66\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/macintosh/se\t56\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/macintosh/us\t204\n",
      "\ttotal\t1095\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/symbols/nec:\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/nec/jp\t167\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/symbols/pc:\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/al\t43\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/am\t174\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/ar\t142\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/be\t98\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/ben\t143\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/bg\t141\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/br\t59\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/by\t75\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/cz\t83\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/cz_qwerty\t21\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/de\t108\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/dev\t71\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/dk\t44\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/dvorak\t278\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/dz\t87\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/ee\t55\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/el\t122\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/en_US\t22\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/es\t59\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/fi\t73\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/fr\t78\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/fr-latin9\t167\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/gb\t61\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/ge_la\t51\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/ge_ru\t65\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/guj\t69\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/gur\t69\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/hr\t50\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/ie\t253\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/il\t154\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/il_phonetic\t46\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/ir\t69\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/is\t64\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/it\t63\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/iu\t67\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/kan\t69\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/la\t60\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/latin\t179\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/lo\t80\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/lt\t111\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/lv\t34\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/mk\t67\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/ml\t91\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/mm\t66\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/mt\t34\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/mt_us\t22\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/nl\t54\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/no\t46\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/ogham\t206\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/ori\t66\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/pc\t262\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/pl\t25\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/pl2\t46\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/pt\t58\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/ro\t99\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/ru\t165\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/sapmi\t94\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/se\t46\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/se_FI\t10\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/se_NO\t10\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/se_SE\t10\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/si\t46\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/sk\t83\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/sk_qwerty\t21\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/sr\t211\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/syr\t72\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/syr_phonetic\t72\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/tel\t69\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/th\t63\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/th_pat\t64\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/th_tis\t63\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/tj\t82\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/tml\t234\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/tr\t153\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/ua\t149\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/us\t121\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/us_intl\t54\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/uz\t81\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/yu\t58\n",
      "\ttotal\t6930\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/symbols/sgi:\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/sgi/jp\t46\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/symbols/sony:\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/sony/us\t93\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/symbols/sun:\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/sun/se\t193\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/sun/us\t338\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/sun/usb\t28\n",
      "\ttotal\t559\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/symbols/xfree68:\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/xfree68/amiga\t132\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/xfree68/ataritt\t161\n",
      "\ttotal\t293\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/types:\n",
      "\t/etc/X11.AppleBackup2/xkb/types/README\t8\n",
      "\t/etc/X11.AppleBackup2/xkb/types/basic\t40\n",
      "\t/etc/X11.AppleBackup2/xkb/types/caps\t170\n",
      "\t/etc/X11.AppleBackup2/xkb/types/complete\t14\n",
      "\t/etc/X11.AppleBackup2/xkb/types/default\t14\n",
      "\t/etc/X11.AppleBackup2/xkb/types/extra\t96\n",
      "\t/etc/X11.AppleBackup2/xkb/types/iso9995\t20\n",
      "\t/etc/X11.AppleBackup2/xkb/types/mousekeys\t13\n",
      "\t/etc/X11.AppleBackup2/xkb/types/numpad\t13\n",
      "\t/etc/X11.AppleBackup2/xkb/types/pc\t33\n",
      "\ttotal\t421\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xserver:\n",
      "\t/etc/X11.AppleBackup2/xserver/SecurityPolicy\t88\n",
      "\t/etc/X11.AppleBackup2/xserver/Xquartz.plist\t27\n",
      "\ttotal\t115\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xsm:\n",
      "\t/etc/X11.AppleBackup2/xsm/system.xsm\t4\n",
      "\n"
     ]
    }
   ],
   "source": [
    "#Todo\n",
    "import os\n",
    "from itertools import chain,groupby\n",
    "for d,ds,fs in os.walk(\"/etc\"):\n",
    "    lines = !wc -l $d/* 2> /dev/null | sed \"s/^ *//\"\n",
    "    \n",
    "    files = []\n",
    "    for line in lines:\n",
    "        try:\n",
    "            fields = line.split(\" \")\n",
    "            files.append((int(fields[0]),fields[1]))\n",
    "        except ValueError:\n",
    "            print \"Bad line: \" + line\n",
    "                        \n",
    "    print \"Longest files in \" + d + \":\"\n",
    "    for lc, f in files:\n",
    "        print \"\\t%s\\t%d\" %(f,lc)\n",
    "    print"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Possible solution:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Longest files in /etc:\n",
      "\t/etc/services\t13921\n",
      "\t/etc/authorization.deprecated\t9757\n",
      "\t/etc/php.ini.default\t1939\n",
      "\n",
      "Longest files in /etc/apache2:\n",
      "\t/etc/apache2/mime.types\t1596\n",
      "\t/etc/apache2/httpd.conf\t540\n",
      "\t/etc/apache2/httpd.conf~previous\t501\n",
      "\n",
      "Longest files in /etc/apache2/extra:\n",
      "\t/etc/apache2/extra/httpd-ssl.conf\t249\n",
      "\t/etc/apache2/extra/httpd-languages.conf\t141\n",
      "\t/etc/apache2/extra/httpd-mpm.conf\t119\n",
      "\n",
      "Longest files in /etc/apache2/original:\n",
      "\t/etc/apache2/original/httpd.conf\t540\n",
      "\n",
      "Longest files in /etc/apache2/original/extra:\n",
      "\t/etc/apache2/original/extra/httpd-ssl.conf\t249\n",
      "\t/etc/apache2/original/extra/httpd-languages.conf\t141\n",
      "\t/etc/apache2/original/extra/httpd-mpm.conf\t119\n",
      "\n",
      "Longest files in /etc/apache2/other:\n",
      "\t/etc/apache2/other/iipsrv.conf\t15\n",
      "\t/etc/apache2/other/php5.conf\t8\n",
      "\n",
      "Longest files in /etc/apache2/users:\n",
      "\t/etc/apache2/users/Guest.conf\t6\n",
      "\t/etc/apache2/users/yoavfreund.conf\t6\n",
      "\n",
      "Longest files in /etc/asl:\n",
      "\t/etc/asl/com.apple.securityd\t28\n",
      "\t/etc/asl/com.apple.networking.symptoms\t23\n",
      "\t/etc/asl/com.apple.icloud.FindMyDevice\t19\n",
      "\n",
      "Longest files in /etc/cups:\n",
      "\t/etc/cups/cupsd.conf.pre-update\t188\n",
      "\t/etc/cups/cupsd.conf\t178\n",
      "\t/etc/cups/cupsd.conf.default\t175\n",
      "\n",
      "Longest files in /etc/cups/ppd:\n",
      "\t/etc/cups/ppd/Officejet_Pro_8500_A909g__9A9749__1.ppd\t10224\n",
      "\t/etc/cups/ppd/Officejet_Pro_8500_A909g__9A9749_.ppd\t10223\n",
      "\t/etc/cups/ppd/Officejet_Pro_8500_A909g__9A9749_.ppd.O\t10223\n",
      "\n",
      "Longest files in /etc/defaults:\n",
      "\t/etc/defaults/periodic.conf\t139\n",
      "\n",
      "Longest files in /etc/emond.d:\n",
      "\t/etc/emond.d/emond.plist\t39\n",
      "\n",
      "Longest files in /etc/emond.d/rules:\n",
      "\t/etc/emond.d/rules/SampleRules.plist\t38\n",
      "\n",
      "Longest files in /etc/newsyslog.d:\n",
      "\t/etc/newsyslog.d/com.apple.slapconfig.conf\t2\n",
      "\t/etc/newsyslog.d/com.apple.xscertd.conf\t2\n",
      "\t/etc/newsyslog.d/files.conf\t2\n",
      "\n",
      "Longest files in /etc/openldap:\n",
      "\t/etc/openldap/AppleOpenLDAP.plist\t4761\n",
      "\t/etc/openldap/ldap.conf\t15\n",
      "\t/etc/openldap/ldap.conf.default\t15\n",
      "\n",
      "Longest files in /etc/openldap/schema:\n",
      "\t/etc/openldap/schema/microsoft.ext.schema\t5383\n",
      "\t/etc/openldap/schema/microsoft.schema\t4835\n",
      "\t/etc/openldap/schema/cosine.schema\t2571\n",
      "\n",
      "Longest files in /etc/opt/cisco-vpnclient:\n",
      "\t/etc/opt/cisco-vpnclient/pophelp.html\t53\n",
      "\t/etc/opt/cisco-vpnclient/vpnclient.ini\t29\n",
      "\t/etc/opt/cisco-vpnclient/internal.ini\t18\n",
      "\n",
      "Longest files in /etc/opt/cisco-vpnclient/Certificates:\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/paaaaaaa.cdx\t2\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/pbaaaaaa.cdx\t2\n",
      "\t/etc/opt/cisco-vpnclient/Certificates/pcaaaaaa.cdx\t2\n",
      "\n",
      "Longest files in /etc/opt/cisco-vpnclient/Help:\n",
      "\t/etc/opt/cisco-vpnclient/Help/Help.pdf\t15135\n",
      "\t/etc/opt/cisco-vpnclient/Help/HelpIX.hhk\t1819\n",
      "\t/etc/opt/cisco-vpnclient/Help/ind.html\t566\n",
      "\n",
      "Longest files in /etc/opt/cisco-vpnclient/Profiles:\n",
      "\t/etc/opt/cisco-vpnclient/Profiles/allthruucsd.pcf\t35\n",
      "\t/etc/opt/cisco-vpnclient/Profiles/split.pcf\t35\n",
      "\n",
      "Longest files in /etc/opt/cisco-vpnclient/Resources:\n",
      "\t/etc/opt/cisco-vpnclient/Resources/vpn_panel.png\t211\n",
      "\t/etc/opt/cisco-vpnclient/Resources/splash_screen.png\t79\n",
      "\t/etc/opt/cisco-vpnclient/Resources/new_profile.png\t9\n",
      "\n",
      "Longest files in /etc/opt/cisco-vpnclient/search:\n",
      "\t/etc/opt/cisco-vpnclient/search/searchcode.js\t288\n",
      "\t/etc/opt/cisco-vpnclient/search/PreSearch.html\t212\n",
      "\t/etc/opt/cisco-vpnclient/search/searchtips.html\t114\n",
      "\n",
      "Longest files in /etc/opt/cisco-vpnclient/shared:\n",
      "\t/etc/opt/cisco-vpnclient/shared/ref_help.html\t181\n",
      "\t/etc/opt/cisco-vpnclient/shared/WHnonIE4.css\t173\n",
      "\t/etc/opt/cisco-vpnclient/shared/style_1.css\t172\n",
      "\n",
      "Longest files in /etc/pam.d:\n",
      "\t/etc/pam.d/login\t11\n",
      "\t/etc/pam.d/sshd\t11\n",
      "\t/etc/pam.d/screensaver\t7\n",
      "\n",
      "Longest files in /etc/paths.d:\n",
      "\t/etc/paths.d/40-XQuartz\t1\n",
      "\t/etc/paths.d/MacGPG2\t1\n",
      "\t/etc/paths.d/git\t1\n",
      "\n",
      "Longest files in /etc/periodic/daily:\n",
      "\t/etc/periodic/daily/110.clean-tmps\t61\n",
      "\t/etc/periodic/daily/310.accounting\t56\n",
      "\t/etc/periodic/daily/140.clean-rwho\t53\n",
      "\n",
      "Longest files in /etc/periodic/monthly:\n",
      "\t/etc/periodic/monthly/200.accounting\t52\n",
      "\t/etc/periodic/monthly/999.local\t35\n",
      "\t/etc/periodic/monthly/199.rotate-fax\t26\n",
      "\n",
      "Longest files in /etc/periodic/weekly:\n",
      "\t/etc/periodic/weekly/320.whatis\t51\n",
      "\t/etc/periodic/weekly/999.local\t35\n",
      "\n",
      "Longest files in /etc/pf.anchors:\n",
      "\t/etc/pf.anchors/com.apple\t17\n",
      "\n",
      "Longest files in /etc/postfix:\n",
      "\t/etc/postfix/main.cf\t666\n",
      "\t/etc/postfix/main.cf.default\t657\n",
      "\t/etc/postfix/header_checks\t496\n",
      "\n",
      "Longest files in /etc/racoon:\n",
      "\t/etc/racoon/racoon.conf\t138\n",
      "\n",
      "Longest files in /etc/security:\n",
      "\t/etc/security/audit_event\t682\n",
      "\t/etc/security/audit_warn\t44\n",
      "\t/etc/security/audit_class\t23\n",
      "\n",
      "Longest files in /etc/snmp:\n",
      "\t/etc/snmp/snmpd.conf\t433\n",
      "\t/etc/snmp/snmpd.conf.default\t433\n",
      "\n",
      "Longest files in /etc/thnuclnt:\n",
      "\t/etc/thnuclnt/thnuclnt.conf\t1\n",
      "\n",
      "Longest files in /etc/X11/app-defaults:\n",
      "\t/etc/X11/app-defaults/XCalc\t530\n",
      "\t/etc/X11/app-defaults/Xedit\t459\n",
      "\t/etc/X11/app-defaults/Editres\t292\n",
      "\n",
      "Longest files in /etc/X11/fs:\n",
      "\t/etc/X11/fs/config\t15\n",
      "\n",
      "Longest files in /etc/X11/lbxproxy:\n",
      "\t/etc/X11/lbxproxy/AtomControl\t91\n",
      "\n",
      "Longest files in /etc/X11/proxymngr:\n",
      "\t/etc/X11/proxymngr/pmconfig\t12\n",
      "\n",
      "Longest files in /etc/X11/rstart:\n",
      "\t/etc/X11/rstart/rstartd.real\t110\n",
      "\t/etc/X11/rstart/config\t34\n",
      "\n",
      "Longest files in /etc/X11/rstart/commands:\n",
      "\t/etc/X11/rstart/commands/ListGenericCommands\t38\n",
      "\t/etc/X11/rstart/commands/ListContexts\t36\n",
      "\t/etc/X11/rstart/commands/@List\t26\n",
      "\n",
      "Longest files in /etc/X11/rstart/commands/x11r6:\n",
      "\t/etc/X11/rstart/commands/x11r6/LoadMonitor\t27\n",
      "\t/etc/X11/rstart/commands/x11r6/Terminal\t27\n",
      "\t/etc/X11/rstart/commands/x11r6/@List\t26\n",
      "\n",
      "Longest files in /etc/X11/rstart/contexts:\n",
      "\t/etc/X11/rstart/contexts/x\t30\n",
      "\t/etc/X11/rstart/contexts/x11\t30\n",
      "\t/etc/X11/rstart/contexts/x11r6\t30\n",
      "\n",
      "Longest files in /etc/X11/twm:\n",
      "\t/etc/X11/twm/system.twmrc\t94\n",
      "\n",
      "Longest files in /etc/X11/xdm:\n",
      "\t/etc/X11/xdm/Xaccess\t100\n",
      "\t/etc/X11/xdm/Xresources\t93\n",
      "\t/etc/X11/xdm/Xsession\t46\n",
      "\n",
      "Longest files in /etc/X11/xdm/pixmaps:\n",
      "\t/etc/X11/xdm/pixmaps/XFree86.xpm\t237\n",
      "\t/etc/X11/xdm/pixmaps/XFree86bw.xpm\t110\n",
      "\n",
      "Longest files in /etc/X11/xinit:\n",
      "\t/etc/X11/xinit/xinitrc\t34\n",
      "\n",
      "Longest files in /etc/X11/xkb:\n",
      "\t/etc/X11/xkb/xkbcomp\t1766\n",
      "\t/etc/X11/xkb/symbols.dir\t796\n",
      "\t/etc/X11/xkb/README.enhancing\t511\n",
      "\n",
      "Longest files in /etc/X11/xkb/compat:\n",
      "\t/etc/X11/xkb/compat/mousekeys\t182\n",
      "\t/etc/X11/xkb/compat/misc\t120\n",
      "\t/etc/X11/xkb/compat/iso9995\t84\n",
      "\n",
      "Longest files in /etc/X11/xkb/compiled:\n",
      "\t/etc/X11/xkb/compiled/README\t13\n",
      "\n",
      "Longest files in /etc/X11/xkb/geometry:\n",
      "\t/etc/X11/xkb/geometry/sun\t1338\n",
      "\t/etc/X11/xkb/geometry/pc\t1159\n",
      "\t/etc/X11/xkb/geometry/hp\t456\n",
      "\n",
      "Longest files in /etc/X11/xkb/geometry/digital:\n",
      "\t/etc/X11/xkb/geometry/digital/lk\t730\n",
      "\t/etc/X11/xkb/geometry/digital/pc\t350\n",
      "\t/etc/X11/xkb/geometry/digital/unix\t230\n",
      "\n",
      "Longest files in /etc/X11/xkb/geometry/ibm:\n",
      "\t/etc/X11/xkb/geometry/ibm/thinkpad\t267\n",
      "\n",
      "Longest files in /etc/X11/xkb/geometry/sgi:\n",
      "\t/etc/X11/xkb/geometry/sgi/O2\t618\n",
      "\t/etc/X11/xkb/geometry/sgi/indy\t601\n",
      "\t/etc/X11/xkb/geometry/sgi/indigo\t413\n",
      "\n",
      "Longest files in /etc/X11/xkb/keycodes:\n",
      "\t/etc/X11/xkb/keycodes/sun\t819\n",
      "\t/etc/X11/xkb/keycodes/xfree86\t414\n",
      "\t/etc/X11/xkb/keycodes/hp\t271\n",
      "\n",
      "Longest files in /etc/X11/xkb/keycodes/digital:\n",
      "\t/etc/X11/xkb/keycodes/digital/pc\t280\n",
      "\t/etc/X11/xkb/keycodes/digital/lk\t271\n",
      "\n",
      "Longest files in /etc/X11/xkb/keycodes/sgi:\n",
      "\t/etc/X11/xkb/keycodes/sgi/indy\t203\n",
      "\t/etc/X11/xkb/keycodes/sgi/indigo\t140\n",
      "\t/etc/X11/xkb/keycodes/sgi/iris\t11\n",
      "\n",
      "Longest files in /etc/X11/xkb/keymap:\n",
      "\t/etc/X11/xkb/keymap/xfree86\t362\n",
      "\t/etc/X11/xkb/keymap/xfree98\t35\n",
      "\t/etc/X11/xkb/keymap/sony\t33\n",
      "\n",
      "Longest files in /etc/X11/xkb/keymap/digital:\n",
      "\t/etc/X11/xkb/keymap/digital/us\t188\n",
      "\n",
      "Longest files in /etc/X11/xkb/keymap/sgi:\n",
      "\t/etc/X11/xkb/keymap/sgi/hu\t105\n",
      "\t/etc/X11/xkb/keymap/sgi/ru\t105\n",
      "\t/etc/X11/xkb/keymap/sgi/en_US\t58\n",
      "\n",
      "Longest files in /etc/X11/xkb/keymap/sun:\n",
      "\t/etc/X11/xkb/keymap/sun/de\t78\n",
      "\t/etc/X11/xkb/keymap/sun/us\t68\n",
      "\t/etc/X11/xkb/keymap/sun/es\t62\n",
      "\n",
      "Longest files in /etc/X11/xkb/rules:\n",
      "\t/etc/X11/xkb/rules/xfree86.xml\t5841\n",
      "\t/etc/X11/xkb/rules/xfree86.lst\t268\n",
      "\t/etc/X11/xkb/rules/xfree86\t196\n",
      "\n",
      "Longest files in /etc/X11/xkb/semantics:\n",
      "\t/etc/X11/xkb/semantics/basic\t7\n",
      "\t/etc/X11/xkb/semantics/complete\t7\n",
      "\t/etc/X11/xkb/semantics/default\t7\n",
      "\n",
      "Longest files in /etc/X11/xkb/symbols:\n",
      "\t/etc/X11/xkb/symbols/inet\t1949\n",
      "\t/etc/X11/xkb/symbols/czsk\t741\n",
      "\t/etc/X11/xkb/symbols/bg\t515\n",
      "\n",
      "Longest files in /etc/X11/xkb/symbols/digital:\n",
      "\t/etc/X11/xkb/symbols/digital/us\t212\n",
      "\t/etc/X11/xkb/symbols/digital/pc\t176\n",
      "\t/etc/X11/xkb/symbols/digital/vt\t159\n",
      "\n",
      "Longest files in /etc/X11/xkb/symbols/fujitsu:\n",
      "\t/etc/X11/xkb/symbols/fujitsu/us\t145\n",
      "\t/etc/X11/xkb/symbols/fujitsu/jp\t88\n",
      "\n",
      "Longest files in /etc/X11/xkb/symbols/hp:\n",
      "\t/etc/X11/xkb/symbols/hp/us\t106\n",
      "\n",
      "Longest files in /etc/X11/xkb/symbols/macintosh:\n",
      "\t/etc/X11/xkb/symbols/macintosh/us\t204\n",
      "\t/etc/X11/xkb/symbols/macintosh/de_CH\t150\n",
      "\t/etc/X11/xkb/symbols/macintosh/de\t144\n",
      "\n",
      "Longest files in /etc/X11/xkb/symbols/nec:\n",
      "\t/etc/X11/xkb/symbols/nec/jp\t167\n",
      "\n",
      "Longest files in /etc/X11/xkb/symbols/pc:\n",
      "\t/etc/X11/xkb/symbols/pc/dvorak\t278\n",
      "\t/etc/X11/xkb/symbols/pc/pc\t262\n",
      "\t/etc/X11/xkb/symbols/pc/ie\t253\n",
      "\n",
      "Longest files in /etc/X11/xkb/symbols/sgi:\n",
      "\t/etc/X11/xkb/symbols/sgi/jp\t46\n",
      "\n",
      "Longest files in /etc/X11/xkb/symbols/sony:\n",
      "\t/etc/X11/xkb/symbols/sony/us\t93\n",
      "\n",
      "Longest files in /etc/X11/xkb/symbols/sun:\n",
      "\t/etc/X11/xkb/symbols/sun/us\t338\n",
      "\t/etc/X11/xkb/symbols/sun/se\t193\n",
      "\t/etc/X11/xkb/symbols/sun/usb\t28\n",
      "\n",
      "Longest files in /etc/X11/xkb/symbols/xfree68:\n",
      "\t/etc/X11/xkb/symbols/xfree68/ataritt\t161\n",
      "\t/etc/X11/xkb/symbols/xfree68/amiga\t132\n",
      "\n",
      "Longest files in /etc/X11/xkb/types:\n",
      "\t/etc/X11/xkb/types/caps\t170\n",
      "\t/etc/X11/xkb/types/extra\t96\n",
      "\t/etc/X11/xkb/types/basic\t40\n",
      "\n",
      "Longest files in /etc/X11/xserver:\n",
      "\t/etc/X11/xserver/SecurityPolicy\t88\n",
      "\t/etc/X11/xserver/Xquartz.plist\t27\n",
      "\n",
      "Longest files in /etc/X11/xsm:\n",
      "\t/etc/X11/xsm/system.xsm\t4\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/app-defaults:\n",
      "\t/etc/X11.AppleBackup/app-defaults/XCalc\t530\n",
      "\t/etc/X11.AppleBackup/app-defaults/Xedit\t459\n",
      "\t/etc/X11.AppleBackup/app-defaults/Editres\t292\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/fs:\n",
      "\t/etc/X11.AppleBackup/fs/config\t15\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/lbxproxy:\n",
      "\t/etc/X11.AppleBackup/lbxproxy/AtomControl\t91\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/proxymngr:\n",
      "\t/etc/X11.AppleBackup/proxymngr/pmconfig\t12\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/rstart:\n",
      "\t/etc/X11.AppleBackup/rstart/rstartd.real\t110\n",
      "\t/etc/X11.AppleBackup/rstart/config\t34\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/rstart/commands:\n",
      "\t/etc/X11.AppleBackup/rstart/commands/ListGenericCommands\t38\n",
      "\t/etc/X11.AppleBackup/rstart/commands/ListContexts\t36\n",
      "\t/etc/X11.AppleBackup/rstart/commands/@List\t26\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/rstart/commands/x11r6:\n",
      "\t/etc/X11.AppleBackup/rstart/commands/x11r6/LoadMonitor\t27\n",
      "\t/etc/X11.AppleBackup/rstart/commands/x11r6/Terminal\t27\n",
      "\t/etc/X11.AppleBackup/rstart/commands/x11r6/@List\t26\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/rstart/contexts:\n",
      "\t/etc/X11.AppleBackup/rstart/contexts/x\t30\n",
      "\t/etc/X11.AppleBackup/rstart/contexts/x11\t30\n",
      "\t/etc/X11.AppleBackup/rstart/contexts/x11r6\t30\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/twm:\n",
      "\t/etc/X11.AppleBackup/twm/system.twmrc\t94\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xdm:\n",
      "\t/etc/X11.AppleBackup/xdm/Xaccess\t100\n",
      "\t/etc/X11.AppleBackup/xdm/Xresources\t93\n",
      "\t/etc/X11.AppleBackup/xdm/Xsession\t46\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xdm/pixmaps:\n",
      "\t/etc/X11.AppleBackup/xdm/pixmaps/XFree86.xpm\t237\n",
      "\t/etc/X11.AppleBackup/xdm/pixmaps/XFree86bw.xpm\t110\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xinit:\n",
      "\t/etc/X11.AppleBackup/xinit/xinitrc\t33\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb:\n",
      "\t/etc/X11.AppleBackup/xkb/xkbcomp\t1766\n",
      "\t/etc/X11.AppleBackup/xkb/symbols.dir\t796\n",
      "\t/etc/X11.AppleBackup/xkb/README.enhancing\t511\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/compat:\n",
      "\t/etc/X11.AppleBackup/xkb/compat/mousekeys\t182\n",
      "\t/etc/X11.AppleBackup/xkb/compat/misc\t120\n",
      "\t/etc/X11.AppleBackup/xkb/compat/iso9995\t84\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/compiled:\n",
      "\t/etc/X11.AppleBackup/xkb/compiled/README\t13\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/geometry:\n",
      "\t/etc/X11.AppleBackup/xkb/geometry/sun\t1338\n",
      "\t/etc/X11.AppleBackup/xkb/geometry/pc\t1159\n",
      "\t/etc/X11.AppleBackup/xkb/geometry/hp\t456\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/geometry/digital:\n",
      "\t/etc/X11.AppleBackup/xkb/geometry/digital/lk\t730\n",
      "\t/etc/X11.AppleBackup/xkb/geometry/digital/pc\t350\n",
      "\t/etc/X11.AppleBackup/xkb/geometry/digital/unix\t230\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/geometry/ibm:\n",
      "\t/etc/X11.AppleBackup/xkb/geometry/ibm/thinkpad\t267\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/geometry/sgi:\n",
      "\t/etc/X11.AppleBackup/xkb/geometry/sgi/O2\t618\n",
      "\t/etc/X11.AppleBackup/xkb/geometry/sgi/indy\t601\n",
      "\t/etc/X11.AppleBackup/xkb/geometry/sgi/indigo\t413\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/keycodes:\n",
      "\t/etc/X11.AppleBackup/xkb/keycodes/sun\t819\n",
      "\t/etc/X11.AppleBackup/xkb/keycodes/xfree86\t414\n",
      "\t/etc/X11.AppleBackup/xkb/keycodes/hp\t271\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/keycodes/digital:\n",
      "\t/etc/X11.AppleBackup/xkb/keycodes/digital/pc\t280\n",
      "\t/etc/X11.AppleBackup/xkb/keycodes/digital/lk\t271\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/keycodes/sgi:\n",
      "\t/etc/X11.AppleBackup/xkb/keycodes/sgi/indy\t203\n",
      "\t/etc/X11.AppleBackup/xkb/keycodes/sgi/indigo\t140\n",
      "\t/etc/X11.AppleBackup/xkb/keycodes/sgi/iris\t11\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/keymap:\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/xfree86\t362\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/xfree98\t35\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/sony\t33\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/keymap/digital:\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/digital/us\t188\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/keymap/sgi:\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/sgi/hu\t105\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/sgi/ru\t105\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/sgi/en_US\t58\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/keymap/sun:\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/sun/de\t78\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/sun/us\t68\n",
      "\t/etc/X11.AppleBackup/xkb/keymap/sun/es\t62\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/rules:\n",
      "\t/etc/X11.AppleBackup/xkb/rules/xfree86.xml\t5841\n",
      "\t/etc/X11.AppleBackup/xkb/rules/xfree86.lst\t268\n",
      "\t/etc/X11.AppleBackup/xkb/rules/xfree86\t196\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/semantics:\n",
      "\t/etc/X11.AppleBackup/xkb/semantics/basic\t7\n",
      "\t/etc/X11.AppleBackup/xkb/semantics/complete\t7\n",
      "\t/etc/X11.AppleBackup/xkb/semantics/default\t7\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/symbols:\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/inet\t1949\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/czsk\t741\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/bg\t515\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/symbols/digital:\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/digital/us\t212\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/digital/pc\t176\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/digital/vt\t159\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/symbols/fujitsu:\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/fujitsu/us\t145\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/fujitsu/jp\t88\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/symbols/hp:\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/hp/us\t106\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/symbols/macintosh:\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/macintosh/us\t204\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/macintosh/de_CH\t150\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/macintosh/de\t144\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/symbols/nec:\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/nec/jp\t167\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/symbols/pc:\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/dvorak\t278\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/pc\t262\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/pc/ie\t253\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/symbols/sgi:\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/sgi/jp\t46\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/symbols/sony:\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/sony/us\t93\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/symbols/sun:\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/sun/us\t338\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/sun/se\t193\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/sun/usb\t28\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/symbols/xfree68:\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/xfree68/ataritt\t161\n",
      "\t/etc/X11.AppleBackup/xkb/symbols/xfree68/amiga\t132\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xkb/types:\n",
      "\t/etc/X11.AppleBackup/xkb/types/caps\t170\n",
      "\t/etc/X11.AppleBackup/xkb/types/extra\t96\n",
      "\t/etc/X11.AppleBackup/xkb/types/basic\t40\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xserver:\n",
      "\t/etc/X11.AppleBackup/xserver/SecurityPolicy\t88\n",
      "\t/etc/X11.AppleBackup/xserver/Xquartz.plist\t27\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup/xsm:\n",
      "\t/etc/X11.AppleBackup/xsm/system.xsm\t4\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/app-defaults:\n",
      "\t/etc/X11.AppleBackup2/app-defaults/XCalc\t530\n",
      "\t/etc/X11.AppleBackup2/app-defaults/Xedit\t459\n",
      "\t/etc/X11.AppleBackup2/app-defaults/Editres\t292\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/fs:\n",
      "\t/etc/X11.AppleBackup2/fs/config\t15\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/lbxproxy:\n",
      "\t/etc/X11.AppleBackup2/lbxproxy/AtomControl\t91\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/proxymngr:\n",
      "\t/etc/X11.AppleBackup2/proxymngr/pmconfig\t12\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/rstart:\n",
      "\t/etc/X11.AppleBackup2/rstart/rstartd.real\t110\n",
      "\t/etc/X11.AppleBackup2/rstart/config\t34\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/rstart/commands:\n",
      "\t/etc/X11.AppleBackup2/rstart/commands/ListGenericCommands\t38\n",
      "\t/etc/X11.AppleBackup2/rstart/commands/ListContexts\t36\n",
      "\t/etc/X11.AppleBackup2/rstart/commands/@List\t26\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/rstart/commands/x11r6:\n",
      "\t/etc/X11.AppleBackup2/rstart/commands/x11r6/LoadMonitor\t27\n",
      "\t/etc/X11.AppleBackup2/rstart/commands/x11r6/Terminal\t27\n",
      "\t/etc/X11.AppleBackup2/rstart/commands/x11r6/@List\t26\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/rstart/contexts:\n",
      "\t/etc/X11.AppleBackup2/rstart/contexts/x\t30\n",
      "\t/etc/X11.AppleBackup2/rstart/contexts/x11\t30\n",
      "\t/etc/X11.AppleBackup2/rstart/contexts/x11r6\t30\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/twm:\n",
      "\t/etc/X11.AppleBackup2/twm/system.twmrc\t94\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xdm:\n",
      "\t/etc/X11.AppleBackup2/xdm/Xaccess\t100\n",
      "\t/etc/X11.AppleBackup2/xdm/Xresources\t93\n",
      "\t/etc/X11.AppleBackup2/xdm/Xsession\t46\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xdm/pixmaps:\n",
      "\t/etc/X11.AppleBackup2/xdm/pixmaps/XFree86.xpm\t237\n",
      "\t/etc/X11.AppleBackup2/xdm/pixmaps/XFree86bw.xpm\t110\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xinit:\n",
      "\t/etc/X11.AppleBackup2/xinit/xinitrc\t33\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb:\n",
      "\t/etc/X11.AppleBackup2/xkb/xkbcomp\t1766\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols.dir\t796\n",
      "\t/etc/X11.AppleBackup2/xkb/README.enhancing\t511\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/compat:\n",
      "\t/etc/X11.AppleBackup2/xkb/compat/mousekeys\t182\n",
      "\t/etc/X11.AppleBackup2/xkb/compat/misc\t120\n",
      "\t/etc/X11.AppleBackup2/xkb/compat/iso9995\t84\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/compiled:\n",
      "\t/etc/X11.AppleBackup2/xkb/compiled/README\t13\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/geometry:\n",
      "\t/etc/X11.AppleBackup2/xkb/geometry/sun\t1338\n",
      "\t/etc/X11.AppleBackup2/xkb/geometry/pc\t1159\n",
      "\t/etc/X11.AppleBackup2/xkb/geometry/hp\t456\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/geometry/digital:\n",
      "\t/etc/X11.AppleBackup2/xkb/geometry/digital/lk\t730\n",
      "\t/etc/X11.AppleBackup2/xkb/geometry/digital/pc\t350\n",
      "\t/etc/X11.AppleBackup2/xkb/geometry/digital/unix\t230\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/geometry/ibm:\n",
      "\t/etc/X11.AppleBackup2/xkb/geometry/ibm/thinkpad\t267\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/geometry/sgi:\n",
      "\t/etc/X11.AppleBackup2/xkb/geometry/sgi/O2\t618\n",
      "\t/etc/X11.AppleBackup2/xkb/geometry/sgi/indy\t601\n",
      "\t/etc/X11.AppleBackup2/xkb/geometry/sgi/indigo\t413\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/keycodes:\n",
      "\t/etc/X11.AppleBackup2/xkb/keycodes/sun\t819\n",
      "\t/etc/X11.AppleBackup2/xkb/keycodes/xfree86\t414\n",
      "\t/etc/X11.AppleBackup2/xkb/keycodes/hp\t271\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/keycodes/digital:\n",
      "\t/etc/X11.AppleBackup2/xkb/keycodes/digital/pc\t280\n",
      "\t/etc/X11.AppleBackup2/xkb/keycodes/digital/lk\t271\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/keycodes/sgi:\n",
      "\t/etc/X11.AppleBackup2/xkb/keycodes/sgi/indy\t203\n",
      "\t/etc/X11.AppleBackup2/xkb/keycodes/sgi/indigo\t140\n",
      "\t/etc/X11.AppleBackup2/xkb/keycodes/sgi/iris\t11\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/keymap:\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/xfree86\t362\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/xfree98\t35\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/sony\t33\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/keymap/digital:\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/digital/us\t188\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/keymap/sgi:\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/sgi/hu\t105\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/sgi/ru\t105\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/sgi/en_US\t58\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/keymap/sun:\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/sun/de\t78\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/sun/us\t68\n",
      "\t/etc/X11.AppleBackup2/xkb/keymap/sun/es\t62\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/rules:\n",
      "\t/etc/X11.AppleBackup2/xkb/rules/xfree86.xml\t5841\n",
      "\t/etc/X11.AppleBackup2/xkb/rules/xfree86.lst\t268\n",
      "\t/etc/X11.AppleBackup2/xkb/rules/xfree86\t196\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/semantics:\n",
      "\t/etc/X11.AppleBackup2/xkb/semantics/basic\t7\n",
      "\t/etc/X11.AppleBackup2/xkb/semantics/complete\t7\n",
      "\t/etc/X11.AppleBackup2/xkb/semantics/default\t7\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/symbols:\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/inet\t1949\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/czsk\t741\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/bg\t515\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/symbols/digital:\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/digital/us\t212\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/digital/pc\t176\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/digital/vt\t159\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/symbols/fujitsu:\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/fujitsu/us\t145\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/fujitsu/jp\t88\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/symbols/hp:\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/hp/us\t106\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/symbols/macintosh:\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/macintosh/us\t204\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/macintosh/de_CH\t150\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/macintosh/de\t144\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/symbols/nec:\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/nec/jp\t167\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/symbols/pc:\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/dvorak\t278\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/pc\t262\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/pc/ie\t253\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/symbols/sgi:\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/sgi/jp\t46\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/symbols/sony:\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/sony/us\t93\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/symbols/sun:\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/sun/us\t338\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/sun/se\t193\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/sun/usb\t28\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/symbols/xfree68:\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/xfree68/ataritt\t161\n",
      "\t/etc/X11.AppleBackup2/xkb/symbols/xfree68/amiga\t132\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xkb/types:\n",
      "\t/etc/X11.AppleBackup2/xkb/types/caps\t170\n",
      "\t/etc/X11.AppleBackup2/xkb/types/extra\t96\n",
      "\t/etc/X11.AppleBackup2/xkb/types/basic\t40\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xserver:\n",
      "\t/etc/X11.AppleBackup2/xserver/SecurityPolicy\t88\n",
      "\t/etc/X11.AppleBackup2/xserver/Xquartz.plist\t27\n",
      "\n",
      "Longest files in /etc/X11.AppleBackup2/xsm:\n",
      "\t/etc/X11.AppleBackup2/xsm/system.xsm\t4\n",
      "\n"
     ]
    }
   ],
   "source": [
    "import os\n",
    "from itertools import chain,groupby\n",
    "for d,ds,fs in os.walk(\"/etc\"):\n",
    "    lines = !wc -l $d/* 2> /dev/null | sed \"s/^ *//\"\n",
    "    \n",
    "    files = []\n",
    "    for line in lines:\n",
    "        try:\n",
    "            fields = line.split(\" \")\n",
    "            if fields[1] != \"total\":\n",
    "                files.append((int(fields[0]),fields[1]))\n",
    "        except ValueError:\n",
    "            print \"Bad line: \" + line\n",
    "            \n",
    "    if len(files) == 0:\n",
    "        continue\n",
    "        \n",
    "    files = sorted(files, key = lambda x: -x[0])\n",
    "    files = files[:3]\n",
    "    \n",
    "    print \"Longest files in \" + d + \":\"\n",
    "    for lc, f in files:\n",
    "        print \"\\t%s\\t%d\" %(f,lc)\n",
    "    print"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##Linear Regression\n",
    "\n",
    "In the file linear.csv there is a set of 100 x,y pairs of numbers in csv format.\n",
    "\n",
    "About 10% of the lines have a missing y value.\n",
    "\n",
    "Your goal is to do the following:\n",
    "\n",
    "1. Preprocess the data to remove any points with a missing y value\n",
    "2. Fit a linear regression model using sklearn's LinearRegression package\n",
    "3. Plot a scatter plot of the populated x,y pairs as blue points and the best fit linear regression line in red"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Populating the interactive namespace from numpy and matplotlib\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "WARNING: pylab import has clobbered these variables: ['f']\n",
      "`%matplotlib` prevents importing * from pylab and numpy\n"
     ]
    }
   ],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "from sklearn.linear_model import LinearRegression\n",
    "%pylab inline\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div style=\"max-height:1000px;max-width:1500px;overflow:auto;\">\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>x</th>\n",
       "      <th>y</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td> 82.583220</td>\n",
       "      <td> 134.907414</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td> 73.922466</td>\n",
       "      <td> 134.085180</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td> 34.887445</td>\n",
       "      <td>        NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td> 61.839983</td>\n",
       "      <td> 114.530638</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td> 16.775940</td>\n",
       "      <td>  31.376437</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "           x           y\n",
       "0  82.583220  134.907414\n",
       "1  73.922466  134.085180\n",
       "2  34.887445         NaN\n",
       "3  61.839983  114.530638\n",
       "4  16.775940   31.376437"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data = pd.read_csv(\"./linear.csv\")\n",
    "data.head()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "1. Preprocess the data to remove any points with a missing y value"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "training_data = raise(\"todo\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Fit a linear regression model using sklearn's LinearRegression package"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "ename": "SyntaxError",
     "evalue": "invalid syntax (<ipython-input-10-5fed1648db0b>, line 1)",
     "output_type": "error",
     "traceback": [
      "\u001b[0;36m  File \u001b[0;32m\"<ipython-input-10-5fed1648db0b>\"\u001b[0;36m, line \u001b[0;32m1\u001b[0m\n\u001b[0;31m    training_data = raise(\"todo\")\u001b[0m\n\u001b[0m                        ^\u001b[0m\n\u001b[0;31mSyntaxError\u001b[0m\u001b[0;31m:\u001b[0m invalid syntax\n"
     ]
    }
   ],
   "source": [
    "mdl = raise(\"todo\")\n",
    "m = mdl.coef_[0]\n",
    "b = mdl.intercept_"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "training_data = data[~np.isnan(data[\"y\"])]\n",
    "mdl = LinearRegression().fit(training_data[[\"x\"]],training_data[\"y\"])\n",
    "m = mdl.coef_[0]\n",
    "b = mdl.intercept_"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Plot a scatter plot of the populated x,y pairs as blue points and the best fit linear regression line in red"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "#plot data and fit line here\n",
    "raise(\"todo\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x10b68bdd0>]"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": [
       "iVBORw0KGgoAAAANSUhEUgAAAX0AAAEACAYAAABfxaZOAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n",
       "AAALEgAACxIB0t1+/AAAIABJREFUeJzt3Xl8TFcbwPHfZJJJMonYJSJI7GIndq3Yg9pera6WoqtS\n",
       "Sqm2SlVbtSuli5ailtKX0rdULbE0sYYUEUvsYostksk6c94/ZkRCELLMJPN8P598MnPuufc+J+LJ\n",
       "mXPPPReEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhI0oC2wBDgOHgCGW8mLA38AxYANQJN0+o4Hj\n",
       "QCTQPs8iFUIIkW1eQF3La3fgKFAdmASMtJSPAiZaXvsDBwAnwBc4ATjkUaxCCCFy2GqgLeZevKel\n",
       "zMvyHsy9/FHp6q8HmuRZdEIIITL1JL1vX6AesAtzwr9sKb/M3T8A3sD5dPucB8o8WYhCCCFyyuMm\n",
       "fXfgN+Bd4PY925Tl60Eetk0IIUQecHyMuk6YE/4izMM7YO7dewGXgNLAFUv5BcwXf+/wsZSlqVix\n",
       "ooqKinqCkIUQwq5FAZWedOes9vQ1wI9ABDAjXfkaoK/ldV/u/jFYA7wA6AA/oDKwO/0Bo6KiUErl\n",
       "26+xY8daPQaJ3/pxSPz57ys/x66UAqj4JMn+jqz29JsDrwD/AvstZaMxz9b5FRgAnAZ6WbZFWMoj\n",
       "gFTgbWR4RwghrC6rSX8HD/5U0PYB5V9YvoQQQtgImTv/hAIDA60dQrZI/NYl8VtPfo49J2iseG5l\n",
       "GZ8SQgiRRRqNBrKRu6WnL4QQdkSSvhBC2BFJ+kIIYUck6QshhB2RpC+EEHZEkr4QQtgRSfpCCGFH\n",
       "JOkLIYQdkaQvhBB2RJK+EELYEUn6QghhRyTpCyGEHZGkL4QQdkSSvhBC2BFJ+kIIYUck6QshhB2R\n",
       "pC+EEHZEkr4QQtgRSfpCCGFHJOkLIYQdkaQvhBB2RJK+EKJAUUoxdepMvLwqUbKkH2PHTkApZe2w\n",
       "bIajtQMQQoictHDhYsaO/Zb4+JWAE1Om9KZIkcIMGzbY2qHZBI0Vz63kr68QIiekpqbyv//9j2vX\n",
       "rjF//m/s2PEy8JJl6580bDid3bv/tmaIOUaj0UA2crf09IUQ+VpKSgqtW3fhwIEbKFWNxMQQNJpm\n",
       "3O1TnqZoUQ9rhmhTJOkLIfK1FStWsH+/gfj4EGAVcA74HK32IuCMi8tCJk7cYN0gbYhcyBVC2LRl\n",
       "y5ZTtWpD/Pzq8OWXU+67KHvp0iVSUuoBs4EPgeeAnjg7/8KIETrCwv6hXr165sq7dkHfvpCamset\n",
       "sB3S0xdC2Kz169czYMBwDIb5gAcTJryJk5MjI0YMTavTvHlzHB2nkJxsAjYD/sBbmEwv4+NThipV\n",
       "qnB61y6uDnydyqdOcv39EVTQaq3UIuuTnr4QwmYtXLgSg2E00A5ojMEwjfnzV2So07hxY2bN+gK4\n",
       "BRROKzeZipCakMCVDz/EvWlTth5yplz8u9Sa9A2bt2zJy2bYFOnpCyFsVqFCejSaq+kuyl7Fzc31\n",
       "vnr9+/cjNHQvv/zSj4SEz4BI2jos5q0fPIkyJPKseosjfGOubKjJ6NFfsmtX67xqhk2RpC+EsFnD\n",
       "h7/D0qVPEReXiFIeuLrO4IsvlmAwGBg//kv++msbRYo48+67bzNnznSKFPmU3Stf55PYK7RwdsP5\n",
       "q68Yv2wtR36tme6onsTHG6zWJmuTpC+EsFlVqlQhLOwfvv12HomJMfTuvZaGDRvy1FNB7NrlhtH4\n",
       "NvAr27YNZNhbfZlSuhjcjobB78CoUeDqSl8XF9b+8ToGQ1WgEG5uw+nXr4+1m2Y1cnOWECJfOXLk\n",
       "CA0aBJGQcBLQAkY6480MrlImqAOuc+eCr2+GfZYsWcrYsVNITk7mtdde4aOPRt65ySnfye7NWZL0\n",
       "hRD5yqFDh2jUqAsJCVFUIooZDKUifzPSuRif7/mbWrVqWTvEXJXdpJ/V2Ts/AZeBg+nKxgHngf2W\n",
       "r47pto0GjgORQPsnDU4IIe5VvXp1apQvzufUIZQAtnCN2pQntJAzlStXtnZ4Ni+rSX8+EHRPmQKm\n",
       "AfUsX+ss5f7A85bvQcCcxziPEEI8mFJoV6xg1+1LNPO5TYCTM9M0h/CrUoht29bj4uJi7QhtXlYv\n",
       "5G4HfDMpz+wjRjdgKZACnAZOAI2AnY8fnhBCWPz7LwwZArdu4bBsGYEtWnDa2jHlQ9ntgQ8GwoEf\n",
       "gSKWMm/Mwz53nAfKZPM8QogC7NKlS0ycOJFPPhnHgQMHMm68ccOc7Nu2heefh717oUUL6wRaAGRn\n",
       "yuZcYLzl9WfAVGDAA+pmesV23Lhxaa8DAwMJDAzMRjhCCFsXExPDSy+9xtatwSjlSJUqfnz11Vj6\n",
       "9n2T2NiOpKaWYOrU9qxdu4zWgYHw00/w8cfQvTtERECJEtZuQp4LDg4mODg4x473OFeAfYG1QGaX\n",
       "xtNv+8BSNtHyfT0wFth1zz4ye0cIO9OwYSv27fNHqdFACPAmjo4pmEzPYjLNt9RaycuVP2dxESdw\n",
       "coJZs6B+fStGbVvyavZOZkqne92DuzN71gAvADrAD6gM7M7GeYQQ+dS8eT9Rp87TNGjQmmXLlnHg\n",
       "wC6UmgX4AL2A1hiN9TGZbgFQkivMYxFTTx6CwYNhxw5J+Dksq38tlgItgRKYp26OBQKBupiHbk4B\n",
       "b1i2gXl90/5AKvAu8Fcmx5SevhAF2I8/zmfIkC8xGGYDBlxd3yYpKQaT6RTmy3xGoAmOjk44aY7w\n",
       "WkpfPmYhSxzduDboJcbP+Mq6DbBRcnOWEMImNWjQmrCwEUAnS8l3+PvP5/jxi6Sk9AFC0WhO0r1I\n",
       "Ij+4aDh87SajXAvTuF9vpkz5HEdHWSUmM/K4RCGETdLpnIDb6UpiqVu3FlOmjGXevB9JORnLmFgH\n",
       "KsbEs6Zha6qPHkVokyZZPr7JZGLVqlWcOXOGgIAAnn766Rxvg8hZSghRcK1bt065upZSMFPBl8rN\n",
       "rYTav3+/UgkJSk2YoFKLFlVfuRRShbSvK/hU6fWl1J9//pm2v9FoVEajMdNjm0wm1bXrC8rNrYHS\n",
       "6YYovb6cmjx5el41zap4wGzIrJLhHSFElu3du5dz585Rt25d/Pz8Hll/69atfP/9YnQ6R4YOfZM6\n",
       "587B0KFQqxZfeXrz0TwdRuN0S+011KgxkfDw7bzzzgjmzfsWgL59B/DttzMyDPfs2LGDoKCBxMeH\n",
       "A87AWZycqnPrVgyurvevt1+QyPCOECJPDBo0nAULVuLoWJvU1J0sWvQ9//lPDwAiIiK4du0atWrV\n",
       "okiRImn7tGzZkpYtW8Lx4+Zkf+IEfPMNdOjAmbeHYjR6pztDGeLi4pg6dSYLF+4hNfU84MDSpT0o\n",
       "X34KY8Z8kFYzJiYGrbYS5oQPUBat1pXY2NgCn/TzM2t/ShJCZFFISIhyc/NTcFOBUrBXuboWVgcP\n",
       "HlTPPvuK0uvLqMKFm6oiRUqrsLCwtP0unjihrr72mjIVL67UpElKJSWlbdu8ebPS670VbFLwr9Lr\n",
       "m6vRo8eqwMCuCn6znEcpWKuaNg3KEM+FCxeUm1sJBX8oiFMODl+qChVqKZPJlGc/E2shm8M7shCa\n",
       "EOKRoqKiMBpLAQsxL6pbhoQEIw0atGHlylAMhkhu3Qrh5s3JPPfcqyiTiZ87dSOlUmU2zl9KA8dC\n",
       "nOjRA3S6tGO2atWK+fNn4Of3HqVLP8ugQa347LMx+Ph4otXuT6un1e7Hx8czQzze3t6sW/dfvL2H\n",
       "4ehYnNq1/8emTWvy7Rr5eUnG9IWwM6mpqezbt4+UlBQaNGjwyOGQ1NRUGjduTVjYbaAxsBooBnQG\n",
       "SgEXgBmW2rep41CcjTWqEX34GG+b/ss/dAImU736Cg4eDEWr1T70fOfOnaNBgxYYDAGAAy4uO9m7\n",
       "dzu+9zwYxV7JmL4QIssMBgMtW3YiMvIKGo2eYsUMhIZuonTp0g/cZ/Xq1Rw7lgrsxfykqteBVkA/\n",
       "zOspzgPGUBgtn9KDF02pbPDwoB/vkEIny/bxHDmipUyZymzatJYaNWo88Hxly5blyJEw/vjjD5RS\n",
       "dO48h5IlS+bYz8DeyfCOEHZk4sQpHDpUiri4Q9y+vZcLF7rz9tvvP3Sfq1evYjTWwJzwAWoCJrTa\n",
       "34EOaOhBf7yJpDjO7KMGvfm9jA861y2YV1Qfg3lI6CaXL39MUFDPR8ZZvHhx+vbtS79+/STh5zBJ\n",
       "+kLYkUOHTpCY2JE7//VTUzsTGXkiQ52IiAhWrFhBWFgY8fHxREVFkZKyEnMCT8DR8UPq1q2Np+d8\n",
       "At2qs5NpDEBHZxbzFleId42hVatAunWrh07XCWgKVLIc/VUuXjxNfHx8XjVZ3EOSvhB2pHHj2ri6\n",
       "LgUSARM63UIaNqyTtn3u3B8ICGjNwIFLadGiK+XL1+Cbb06TmvoM0BaNxoOGDf/lr0XfcaZtM/5y\n",
       "jSGu70u0c9FxxHUzbm6dqFz5Bv369WPx4h/47rtpuLiEc/fO3BD0eg/0en3eN15YnZUnPglhf5KT\n",
       "k1WXLs8rF5cSSq8vo+rVa6Fu3LihlFLq+vXrytnZQ8EJy1TJKwoKK4i0vD+lXBxdlWnGDKVKlFDq\n",
       "vfeUunlTKaXUkSNH1Jw5c9SSJUtUYmJi2vlMJpN6/XXzHbMeHkFKry+R4a5b8fiQO3KFEI9DKcWF\n",
       "CxdITk7G19cXBwfzB/7IyEgaNuxCXNzxdLUDgMlAK1qygVl0oEbr1jjMmgX+/lk+Z1hYGNHR0dSt\n",
       "WxcfH58cbY+9kVU2hSjAduzYwciRE7h9O46XX+7ByJHD0pJ0TktISMDbuyI3b87F/Kjrf4D2lOFj\n",
       "prCDpmxlQS1/xobvgkfMh4+IiOCvv/7C3d2dF154gUKFCuVKzPZIkr4QBVR4eDjNmrXFYJgG+KDX\n",
       "j2TEiG58+unHuXbOnTt30rnzs8THG3Bz1PB7yybU+GsDPzq7c6BDZ+YsmIOHh8dDj7Fp0ya6dn2B\n",
       "1NQXcHQ8h6fnCfbv/4fChQvnWtz2RJK+EAXUBx98xFdfaYAJlpJ/8fJ6losXj+XqeU0mE7eXLcNj\n",
       "7Fg0NWrAtGlQoUKW969SpQHHj48DugDg7PwSEybUZ8SIEbkTsJ2Rm7OEKKCcnXVotTcwGu+UxOHk\n",
       "pHvYLtl34gQOw4ZR+Ngx87Npg4Ie+xA3blwHqqe9T0qqzpUr13IwSJEdMmVTCBvVv38/3NyW4eDw\n",
       "CfA9ev1LjB07PHdOFh8PH30ETZrAU0/BwYNPlPABgoLa4eLyIXANOIBe/wMdOrTN0XDFk5OkL4SN\n",
       "Kl++PGFh/zBgwA2eey6UJUtmMmDAq4B5Bs7s2XOpUqUh1as34ZdfljzZSZSC5cuhenU4fRrCw2Hk\n",
       "yAwLo93r1q1brFu3js2bN5OSknLf9m+/nU7nzi44O/tRpEhnZs4cR5s2bZ4sPpHjZExfiHzo++9/\n",
       "ZNiwKRgM3wFJ6PUDWLp0Nl27ds36QQ4dgsGD4fp1mD3b3MN/hKioKJo2bUNSUgVMpptUqqRnx46/\n",
       "cHNze/LGiMeS3TF96ekLkQ/Nm7cMg2Ey8DTQDoPhU374YdkD63/99TeULeuPj091vh7/Berdd6F1\n",
       "a3j2Wdi3L0sJH+CNN4Zz7drbxMZuJi5uL5GRZZg6dcajdxQ2Qy7kCpEPOTk5Yh4zv+Mabm4umdZd\n",
       "uHAxo0d/TYLhZ/rxJ73GjiWyRVOqHz4Mj7mY2cmTZzCZ7kwZdSAxMZBjx/Y/dB9hWyTpC5GPXLt2\n",
       "jaCgnuzfvxvYDlwEEnBzm8OHH27KdJ9Fi1bhb+jDbN7FhAPP8CUuags7nmD1yqZNA4iO/pakpO+A\n",
       "ePT6RTRv3jc7TRJ5TIZ3hMhH+vZ9m/DwWhiNccBvODrOICjoALt2BVO7du37d7h6lVHH/+V3JjGH\n",
       "t2nOP+zDFScnWLBgAatXr870YuyDzJkzhbp1T+HsXBInJ2+ef74ub7zxWs41UOQ6uZArhBVt27aN\n",
       "4cM/JTb2Ni++2I0xYz546JOlSpb0JSZmE1DRUvIlw4bdYPz4T9izZw+urq40bNgQrVIwdy589hkx\n",
       "QUHU+e+fXEroj1JanJ3nAI5otR3RaKLw93dl+/b16B4yYyc9pRRXr15Fp9NleAi6yBtyc5YQ+VR4\n",
       "eDgdO/bEYPgaKMfkye+TkJDIV1999sB9ypQpS0zMdsxJ34Sr6z94eARQqVJtEhK8MJlu0M/PnZkq\n",
       "EU2pUuz88ksuFi3Kr2+8wZ9/rsdkUixc6EV09FTgGcDEoUNBLFq0iAEDBmQpbo1GQ6lSpXLgJyCs\n",
       "QXr6QljJxx9/whdfpKLUF5aSCEqV6sLly1EP3OfAgQO0bBkENMRkisbfvzCurnq2b29BadMrTGE4\n",
       "zTRrCXvpP0w9fZUD4ZdxcCiLUrvZvPl/BAQE4O5egvj4w4D5YeMODqMZN07PmDFjcr3NIvtkyqYQ\n",
       "+ZSLizNa7a10JTcfucyCp6cnTZs2x909ioAAL9asWcq5E1GMNF3kAHU5RlWqqc/ou3YzIaEJxMXt\n",
       "IzZ2LbdvT6NPn0EANG3aAienz4FUIAoXlyW0aNEi19opxB15/vABIWzJ+fPnVdGi3kqrHalgttLr\n",
       "y6t58356YH2DwaDKl6+uHB1HKwhROt1b6m3fauqCm7tao6mg/Dih4LaC+grqKfjE8vATpeCsKly4\n",
       "tFJKqatXr6rGjdsoBwcnpdO5qa+//iavmixyAPIQFSHyr7NnzzJ58kxu3ozj+ee78MwzzzywbkhI\n",
       "CEFB73D7dhgViGIG71JN8xfGqZN47qflnDx5DoPhJtAWGAC8D2wFSuHoOJKWLU+wcePqtOMlJiai\n",
       "0+lybX1+kTtkaWUh7MTevXvpHPgSg+Of5U2+ZzJD+dZ5JgeP7cPHx4eNGzfSpcvLJCf7AJ0AHfAl\n",
       "Wq0TNWrU4u+/V8sF2AJAZu8Ikc/s37+fI0eOUK1aNerXr5+1nZSiXlQU4Sln2eqwmDqm0dzUb6BV\n",
       "q1aULVuWixcv0qtXX5KTPwLqA58DBvR6dzZs+J1mzZrdSRbCzknSFyKPXLp0iREjRrNy5Xp0uqdJ\n",
       "ShqOg0MKRqOBVq2CWL78p8znvR8+DIMHo712jaJ/rOXIP7tocvBfGjduz7BhQ9BoNKxbt46UlNbA\n",
       "UMtOddBoSrJ1awgBAQF52Uxh4yTpC5EH9u3bR8uWHYiPTwSOkpRUBrgE+AN7CA6ewYsvDmTdupV3\n",
       "d7p5E8aNgyVLYOxYeOMNnB0dGdeu3X3Hd3JyQqOJS1diwMnJiQYNGuRqu0T+I1dwhMgDffoMIj5+\n",
       "KOabqspYSr2ACkAcyckTCQ7+21xsMsH8+eY17g0Gc09/0CBwfHAfrWvXrhQuHIGj47vAfPT6Tgwd\n",
       "+p4M6Yj7ZDXp/wRcBg6mKysG/A0cAzYA6T+XjgaOA5FA++yHKUT+Fh19DvgP5v9Gf1pKNwDngKpA\n",
       "BB4exWHPHmjWDL77Dtauhe+/z9JKmEWKFGH//n946y0nunffzMyZg5k4cXxuNUfkY1ntBjwFxAEL\n",
       "gVqWsklAjOX7KKAo8AHmz6tLgIaYuzQbgSqA6Z5jyuwdka8ppbh8+TJarZaSj0jM7dv/h+BgX1JS\n",
       "egDPAzfQaBxwdvbHaGyMp8NStj/dAN+DB+HLL6FPH5CplCITeXVH7nbgxj1lXYGfLa9/BrpbXncD\n",
       "lgIpwGngBNDoSQMUwhbFxcXRsmUnfH1r4ONTmZ49XyE1NfWB9X/55Ttq1tyDTtcZrfY6I0YM49ix\n",
       "cJo10vOWcR5hSdf5O2Q3B1esgH79JOGLXJOdC7memD+rYvnuaXntDexMV+88dwcxhSgQRoz4mN27\n",
       "i5GUdBlIYf36bkyePJ3Ro9/PtH7JkiXZt28bN2/exNXVlYsXL/J2zfpMN8QSQ20CWUREfDglerzM\n",
       "P//8zcWLF6latSpeXl552zBR4OVUd+JRtwbLOI4oUEJDw0hKGoi53+SKwdCXHTv2PXQfjUZD0aJF\n",
       "cbl2jctt2/OdIZnPqEYbwoigJvAysbFGatduQrduH1GxYk1WrVr90GMK8biy09O/jHn6wSWgNHDF\n",
       "Un4BKJuuno+l7D7jxo1Lex0YGEhgYGA2whEi71Sp4kdExEZSU1sBCmfnv6lWzS/Tulu2bCE8PJzK\n",
       "5crR6ehRNFOncqaoF214HwM/ALcwz4M4Q3JyDLCXpKSawD5eeaUdV6+2R6/X51nbhG0JDg4mODg4\n",
       "x473OBcDfIG1ZLyQew34CvMF3CJkvJDbiLsXcitxf29fLuSKfCs6OprGjVsRG1sCo/E2Xl6KkJBN\n",
       "9y1zMG7cF0yePI+2yTWYYtzAbW8v6gVvYnHoLt588zMMhmaY18epi1a7DSenkiQmRqTt7+bmS3j4\n",
       "JipWrIgQkHcXcpcCIZjnlp0DXgUmAu0wT9lsbXkPEAH8avm+DngbGd4RBYy3tzeRkWH85z81SE4+\n",
       "zeXLyfj7NyA8PDytzvXr11n+xRcsNVRmcupRhqhlPHUD/o2P55VXXuLTT9+kRInNuLvH0rFjMv/9\n",
       "749oNFcxz3QG2IJGE0+ZMnJJTBQMVluaVIicEBISovT6cgqiLcsXL1Jly1Yzb4yPV9feflvF4KBG\n",
       "8aXSkahAqcKFW6qNGzc+8Jg//fSzcnEpogoVqqoKFSqpNm3alEetEfkF2exEy7wwIdLZu3cvfn41\n",
       "cXJywd+/EUePHn1g3UOHDgFtMF/SAniJ8+eOkbp0KVSvTpGYGDp4lmOSxp1kTMB/USqSOnXqPPCY\n",
       "r77ah+jok4SErGTr1r+4cOECGzZswGS69zYXIfIfa//BFCKD69evq8KFvRQsUxCnNJrZysurgkpK\n",
       "Ssq0/pYtW5SbWyUFNxQo5c83aquTi1K1aikVHKyUUuro0aOqevWGSqt1UmXLVlM7d+7MUiyrVq1W\n",
       "rq4llLv7i8rdvZbq0uV5ZTQac6ytIv8iHw+XW/tnJ0QGW7ZsUYULN0/3tCml3N0rqsjIyAfuM3jw\n",
       "+8rTpaT6RldaXdVoVNTQoUqlpGQrDpPJpDw8SinYaYkjSbm711V//PFHto4rCgZkeEeInFG8eHFS\n",
       "Us4A8ZaSq6SkxFCsWLHMdzCZ+Lq+P+cLQY929XE4coQK06c/dGG0rEhNTeX27WvAnSWRdZhM9YiO\n",
       "js7WcYUASfpCpKlZsyY9e3bCza0ZOt1Q3NyaMXz4sEzX1bnw++9EFCtJ+JuDmNCwBW5LllCsatUc\n",
       "icPJyQl//wAcHCZh7tQdBv6kUSNZzURknzwuUYh0lFKsWbOGEydOULt2bdrdu3b91askv/8+NxYt\n",
       "5kPVjflqODrn72nQIJodO/7KsaWMz5w5Q1BQT44fP4STkzPffz+H3r1fzpFji/xNnpErRC5LSUlh\n",
       "7qzZFF+xih6H9nOpdWsCt1zn3O3tlhqpODuX4uzZyBx/Bm18fDyurq7y8HKRRp6RK0QuUkrxQbPW\n",
       "9N13gBhVmpYu1dDF3OYmCZiHXjRAAiZTMjqdLsfP7+bmluPHFPZNug9CPMiFC9zq3Jmh+0KZoL6j\n",
       "DUfZm7idsLDDeHsrnJ1fBn5Ar+/ICy+8nPnzbYWwMTK8I8S9kpJgxgyYPJkLXbvSYMUeLsfdeWic\n",
       "wt29Kps2LWbt2nUcO3YGT08PfH3LUblyZZ555hl5RKHIVTKmL8RjMJlM/P7775w9e5aGDRvSrFkz\n",
       "AHbt2sWoURPwP3uaCbGXKNqkMZoZM0j08aFKlbpER7+I0dgDR8ellC//J0eO7MXJyYlPPpnAtGnz\n",
       "SUnphJPTVnr2bMaCBXMl8YtcI0lfiCxSStGjx8ts3HiU1NSmaLW/8/nno2jfvjW9AlrweUJ5/LnC\n",
       "KGc9Nd7vzWeffQLA+fPn6d9/CBERkfj7V2HevK8pV64c165do0yZCiQlHcP8DKF49PrqhIb+Qe3a\n",
       "ta3aVlFwZTfpW5NV7mYT9mvbtm3Kza2qwrL4GZxSHo6ualPzFuoqruoDvrAsjHZYlSzpl2HfmJgY\n",
       "1bhxa+Xo6KocHV3UuHGfq2PHjil3d78Md/AWLvy0LJImchXZvCNXZu+IAi81NZUFCxbwv/+tw2Ty\n",
       "A5wBRU/2MC01iRvXr9FQ+xynjaMtexhwvOeu2r593yYsrBqpqRuAK0yaFEitWtUoVMiB+Pg5KPUq\n",
       "8CdKHX3ogmpCWJskfVGgmUwmOnbsSUhILAZDA+BbqvM9s1hKKY4w2KMYm85eJt64AvMD3yqg13/B\n",
       "hx8Oz3Cc0NBQUlK2AlqgNAZDb3bu3MOWLf+je/dXOH58KGXKVGLFijUUL1487xsqRBZJ0hcF2u7d\n",
       "uwkNjcRgOIQHBsZynN68wWcaB9aVr8r5S7EkJq4HTDg4vISnp4kZM76kV6/nMhyndOkyXL8eAvgB\n",
       "Jlxdd1KuXBBVq1blyJE91miaEE9E5umLAi02NhZHh9L0YQlHqI4HJQhwKcmI06d44ZXnSEzsD9QE\n",
       "amMyrcNguHlfwgdYsGAWhQq9R6FCPXF3b0qNGnEMHDgwz9sjRHZJT18UCElJSXz++SRCQw9QvXoF\n",
       "Bg7sTe/eb6E7uIt1SqHlDN35lv2Ou6lQzgcfHx88PUvi6rqJhIQ7d9YepGjREpkePyAggMjI/Wzf\n",
       "vh13d3fat2+Pk5NTnrZRiJwgUzZFvqeUonPn5wgOTiQhoQ/OzusokrqKT42udCWGjyjJz8Ti7uFB\n",
       "/foN+OWX7/D29iY+Pp6AgJacO1cco9EPB4ff+P33pbRt29baTRLigWSevrB70dHRVKhQi6SkaLRo\n",
       "eYNvGcsQllKOsSziFueB15k9eyKDBg3KsG9CQgIrV67k1q1btG3blmrVqlmnEUJkkSy4Juye0WhE\n",
       "o9HSglBmMZQbFKUNjhxiN3Bn1cuNmT7v1tXVld69e+dpvEJYk1zIFfnSzp07adOmO40bt2fzol/4\n",
       "3V3LUjrzJZ3o4FiPwxodcDWtvoPDVfz9/a0XsBA2QoZ3RL7z77//0rRpG1IM4xnKbkayiKMtn2Zl\n",
       "lZps23eIatUqUr16BT7//HsSE4fg6BhBqVLBHD68J8NKmNu2bePo0aPUrFmTpk2bWrFFQmSdDO8I\n",
       "u7No0RKeMrRjJjM4TmWasJzkk2M5G/x1hnq1a9fgjz/+xtOzDEOH7syQ8IcP/5DvvluOUi2BCYwc\n",
       "+SZjx44MwAiQAAAYaElEQVRGiIJOevoifzl5ksNBHXE+foV3WcyfdAZ24Os7iFOnwrN0CPOjEJuT\n",
       "kHAEKAZcwtm5OmfOROLp6Zmb0QuRbdnt6cuYvsgfDAb45BNo1AjPZzrTxM2RdZrDwCL0+r6MHj04\n",
       "y4e6fPkyOp0f5oQP4IVOV5orV67kRuRC2BRJ+sK2KQW//Qb+/nDsGOzfT4lp09i6K5hevSLp2PEP\n",
       "5s+fyOuvZ/3uWH9/f5Q6DazFvGDhMpycYqlUqVIuNUII2yHDO8JmnVm3Ds277+IWH4/TnDl4dOuW\n",
       "Y8cOCQmhe/eXiIk5j7d3BdasWUb9+vVz7PhC5Ba5OUvYtOPHjxMREUHFihWpWbNm1naKjeXim2/i\n",
       "tHQZX2ib8YOTN+5F9hEeHkqpUqUevf9jSE7OnQeaC5FbZExf2KwffviJOnWa06fPDzRq1I4JEyY9\n",
       "fAeTCX7+GapVY/ffwfgzi+nGHcQl/sq1a0FMnTozx2OUhC/sjSR9kStu3rzJ4MFDSUgYSGzs0yQk\n",
       "/MYXX0whKioq8x3CwqBFC/jmG1i1imGFPLlKo7TNKSnVuHz5eh5FL0TBJUlf5Ip9+/aRlGQCLgPn\n",
       "gG5otWU4d+5cxooxMfDGG9CpEwwYADt3QuPGdOnSHlfXMcAlIAK9/mu6dWuf5+0QoqCRpC9yxeLF\n",
       "K4FBwI/ALGACBsOZuwuaGY0wZ455Vo6zMxw5Yk76DuZfycmTP+P55/1wda1O4cJtmDBhMD169LBS\n",
       "a4QoOOSOXJErbt6Mg3TDM1CFcuXK4eXlBTt2wDvvQJEisGkT1KpFUlISP8yezZkz52nRoindunVj\n",
       "/vy5zJ8/11pNEKJAktk7Ilf88stSXn/9UwyGlYAbev0rjH/zaYZfPgdbt8KUKdxo146okyfx8vKi\n",
       "Z88+HDzoSkJCM9zcFvPeey8xfvwYazdDCJsjUzaFzZo8eToTJ05Dk5LCT3Wq0+XIQTSvvw4ffsif\n",
       "27bRq1cftNqyJCScwMGhIklJYZhHHC+h1fpiMMTK7Boh7mELSf80EAsYgRTMn+mLAcuB8pbtvYCb\n",
       "9+wnSd8e/PUXvPsuVKwIM2ZA5crEx8fj6VmO+Pg/gKaYx/xXA5ssO5kAPatXL6dbDt6QJURBYAtJ\n",
       "/xTQAEg/n24SEGP5PgooCnxwz36S9G3cpk2biIyMxN/fn1atWj3ezqdOwbBhcOiQOdk/80zapuPH\n",
       "j1O/fgfi4k5aSi4CVYA5QAtgGrCNevWKEhYWnBNNEaLAsJWbs+4NoCvws+X1z0D3HDqPyCNDh35A\n",
       "t25vMWLEQbp0eY0PPhibtR0NBhg7FgICoGFDc9JPl/ABvL29MZluAbvu7GSZtDMOaIl5mudX3L4d\n",
       "l0OtEULkpJPAfmAv8Jql7Ea67Zp73t+hhG2KiopSLi4lFVxX5hXPrioXl2Lq3LlzD97JZFLqt99U\n",
       "io+POtO4sdry888qNTX1gdXXrFmr9PriysOjvnJxKaoGDx6q9HofBVsUhCu9vokaN+7zXGidEPkb\n",
       "5lUCn1hOTNlsjvnzeUngbyDynu3ZDlLkrG3btnHo0CGqVq1KmzZt7tt+5coVdLpyJCYWtZSUQKfz\n",
       "5urVq/j4+Nx/wCNHYMgQ4qOi6BUTy/ZbjVGDZlBv3lI2bVqDk5PTfbt06fIM584d48SJE2lTOZs0\n",
       "acRHH71LcnISffu+wJgx944ICiGyK6dn74wF4jD3+AMx305ZGtgCVLunrho79u6QQWBgIIGBgTkc\n",
       "jrjXxx+PZ/r0BSjVDgeHLfTv352vv864Jk5sbCzly1fj5s0ZQA9gOcWKfcDZs0dxc3NLXxHGjzev\n",
       "l/Pxx1Sa9j1RZ78AugFG3NzaMnt2X/r165d3DRSigAkODiY4ODjt/aeffgpWnHmpBwpZXrsB/wDt\n",
       "uXsBF8wXcCdmsq+1PyXZnejoaOXsXETBZcuwzQ3l6lpKHTt27L66e/bsUWXLVlMajYPy9a2h9u/f\n",
       "f3ej0ajUzz8rVbq0Uq++qtSlS0oppVxdiyi4ajm2Ug4Oo9SECRPyqnlC2AWsPLzjCaxKd6xfgA2Y\n",
       "x/d/BQZwd8qmsLKrV6+i05UmKenO8sRF0Ol8uXLlCpUrV85Qt06dOqxYsQCj0UhAQMDd+fJhYTB4\n",
       "MCQnw6pV0Lhx2j61a9dnz543MZk+AEri4rKcpk1/zJvGCSGyJLtJ/xRQN5Py60DbbB5bZENiYiIx\n",
       "MTF4eXnh6Gj+Z65UqRI63W1gEfAi8Dtwlho1amTYNzY2lqeeCuLkyVtoNI6ULq0l9I/lFJs6FVav\n",
       "hgkToH//tHVyADZv3szBg+GYp152RKNJYNy4z2jdunUetVgIkRWy4FoBtGzZrxQr5kWVKgF4efmx\n",
       "Z88eAPR6PZs2/UH58hPRaJzx9h7Nhg2/U6RIkQz7jxkzgaNHqxAXd5D42/tod8IDx9q1QaczX7Qd\n",
       "ODBDwgfo1asvBsMyTKYQ4BR6fVnq1s3iQ1OEEHlGlmEoYE6dOkWNGo1ISNgI1AF+o3jxoVy6dCqt\n",
       "xw9gNBrRarWZHqNNmx5s3vwyzfFiFoOJJZVv/fUsPbwr0/opKSk4O7uiVDJ3+hF6/QCmT2/M66+/\n",
       "nsMtFMK+2crNWcJGHDx4ECenRpgTPkBPDIZULl26lKHegxI+QBt/P35xeI9lvMAkRtBBV4eiLZs/\n",
       "sL6TkxN+fv5oNPMsJWeAv6hbN7ORPyGENUnSL2DKly9Pamo4cM1S8i+QQIkSJdLqbN68mW7dXqZH\n",
       "j97s2LHj7s7JyTB5MqOXLgQfHfVcUvjddSR1611k0qTxDz3vH38sx9PzK/R6H3S6mnz++Qc0atTo\n",
       "ofsIIfKeDO8UQKNGfcLs2T/h6FiHlJTd/PjjbF588XkANmzYQPfufUhIGA8Y0evHsm7dSp5OTIQh\n",
       "Q6BCBZgxA1W5MqdPn0YphZ+f352PlA+VmprKhQsXKFasGIUKFXpkfSHE47OFBdeelCT9XBQeHs6Z\n",
       "M2eoWbMmFSpUSCtv3bo7W7b0BHoD4MvnLPH6lqZ63d2F0bKQ4IUQ1iFj+iJTderUoWvXrhkSPpgv\n",
       "4IIOFxIYyzj2MJFjhYrA4cPQpUuWE/6tW7d44YX+lC1bg+bNgzhy5EgutEIIkdMk6duZYUP787xu\n",
       "EBGUx5/1NHN2xWvWFHBxeazjdOr0HKtWaTh/fimhoc/QvHlbYmJicilqIUROkeEdexIZCUOGEBsZ\n",
       "yUcepTlQtAQffPA2nTt3fqzD3LhxA0/PcqSk3ODO/X0eHp1ZsGCgPLxciFyW3eEdeTB6AZOUlMTc\n",
       "ud9y7NgpmjZtwCuvvILm9m3zwmgLFsDHH+Pxv/8xK5OVL7PK2dkZpVIxPzCtGKAwma7i6uqaQ60Q\n",
       "QuQW6ennIpPJhIND3o2gGY1Gnn66I/v3O5GQ0Bo3/RJmNS7Bq0cPQfv2MHEieHrmyLmGDHmfH3/c\n",
       "hMHQD2fn7VSteoE9e4LlmbZC5DK5kGuDjh49SpUq9XB0dMLT04+tW7fmyXlDQkL4999oEhLWUJfW\n",
       "/GVwpHbwRmLnz4f58+9L+Ldu3SI6Opon+eM7c+Yk5s4dSv/+R/nkkwaEhm6UhC+EeCjrrEuay1JS\n",
       "UpS3dyWl0cxRkKLgT+XuXlJdsiw/nJvWrVunyru3UHN4U12iuBpII6WlmBo69H2VkpKSVs9kMql3\n",
       "3x2pnJzclItLSVWjRqM8iU8IkX1kc2ll6ennsPPnz3PzZiJKvYX5kklHtNo67N+/P3dPbDTydEQE\n",
       "u+NDSOU3qpHIPJ7ByC98//0+XnttcFrVFStWMG/eelJSzpKYeJmjR5+md++3cjc+IYRNkKSfw4oV\n",
       "K0Zq6k3gnKUknpSU45QqVephu2XPP/9Aw4a4rlpF/zIVGUJtbhIEjAGCMBh+Y/Hi+ZY5+rBr1z7i\n",
       "45/HfBFWQ2rqm4SF7cu9+IQQNkOSfg7z8PDgs8/Go9c3x9X1DdzcGvPss0HUq1cv50928SL06QPP\n",
       "Pw/vv8/xefMIvpGM+W5bY7qKqYAmbSmFSpV80euDLeWg0WyiXDnfnI9PCGFzZPZOLgkNDWX//v1U\n",
       "qFCBDh06PHTtmjNnznDixAkqVqyIr6/vow+enAxff22ejTNwIHz8Mbi7c/bsWapWDSAxcQfQAugH\n",
       "BODiMpUBA1owe/ZUwLwUctu23QgLO4tWWxoHhwi2b99w38NUhBC2R9beyed+/HEBgwePQKerSXLy\n",
       "IaZPn8gbbwx88A4bNpgXRvPzg5kzoUqVtE1KKbp3f4m1azehVCPgNnCUwMC6bNr0Z4bpo0ajkZCQ\n",
       "EOLi4mjcuDHFihXLvUYKIXKMJP187MqVK5QvX43ExFCgKnACF5dGnDx5mNKlS2esfPo0vPceHDhg\n",
       "XhjtAevkrFq1ihdf/IqkpFDM/7xXcHQsh8FwG6ds3JAlhLANMk8/n1mzZg29er3Ka6+9Q2hoKDpd\n",
       "OcwJH6ASOl0Fzp49e3eHhAT49FNo0ADq1YOICOja9YELoyUmJuLk5M3d34miKGUe0hFCCFmGIQ/9\n",
       "9NMCBg8eh8HwIRrNBZYvf43UVCOwE2gC7CE19TQlSpRg6ZIleO/eTYtVq9A2agRhYVC+/CPP0apV\n",
       "KxwchqHRfI9STXB2nkqzZu3Q6/W53TwhRD4gwzt5qHz5mpw9+y3mi6yg1Q7j2Wcvs3btXzg4FMNk\n",
       "usY330znp5Fj+OR6Aj6mJEYXcmbagd34+fll+TwHDx7ktdfe48KFaJ5+uhnffjtNHmoiRAEhC67l\n",
       "I+YhFve090ZjIcqXd+Xy5TOcP38en8KF2dGhE79djeELPmc276DiJ6GGfczq1b9k+Ty1atVi586/\n",
       "c6EFQoj8Tsb0s+Hy5cssW7aMNWvWkJiYeN/2pUuXUalSfXx8qjNkyHBeffUF9PqBwGZgMXr9XF58\n",
       "sRfubm5U27sX94AANNduUIvpzGAYqThhNAZw/vyl+44thBBPQnr6T+jQoUO0aNEOo7EJGk0MZctO\n",
       "YNeuzbi7m3vyGzZsYODAERgMC4GizJrVB632NL16defgwU8oVMidr776L3WVgqeegsREWLmSQyG7\n",
       "uf3JQjA8Bzjh6jqN9u2fsmpbhRAFh/T0n9Brr71HbOw44uJWcfv2NqKiKjJz5qy07UuWrMJgGAm0\n",
       "BuoB32E0lmfp0t8YNeotQtb+wlNLl0JQEMaXX+a7/v0ZtPhXChd245VXAtBqS6PVlqB7dx8+/fQj\n",
       "azVTCFHASE//CV24EI1STSzvNCQlNeHUqeNp2wsV0qPRRHP3WvVFoAQO6Nj56gBeKuqBQ69eqIgI\n",
       "nnnldbZtu4nB0BG9/ie6datOYmI8SimZWy+EyFHS039CTz3VFGfnaUAKcBW9/idatWqatn348MEU\n",
       "KrQAGAyMB96iKS3Zw7+8ZNJwcu5cmD2bgxcusH17GAbDOmAEBsPfrFq1hujoaEn4QogcJ0n/Cc2d\n",
       "O5WmTa/h6OiBo2NZBg3qwksvvZS23dfXl3//3UXLlkfw4kt+xsQKJjCFINrqXCjVrh0A8fHxaLXF\n",
       "gTsPINHj6FiY+Pj4vG+UEKLAk+Gdx6SUYuPGjURHRzNnzmTKlSuHTqfLtFde3tub4C4dMewJZU5i\n",
       "LA1cqnCbUH5ZPB8PDw8A6tSpg5vbTeLiJmEydUOrXUypUnoqVaqU100TQtgBuTnrMSil6NmzNxs2\n",
       "HECjqYvRuIEFC76hV6/n7q/899/mhdHKl4eZM7lUuDCnT5+mUqVKlChRIkPVU6dO0bfvII4dO0bN\n",
       "mjVZuHAO3t7eedQqIUR+Iguu5aENGzbwn/+8R3z8PsAZOIBe34q4uOt3l04+c8a8MNr+/TB9+kPX\n",
       "yRFCiMclC67loYsXL6LR1MWc8AHqkJRkICEh4e7CaPXrQ926cPgwdOsmCV8IYVMk6T+GRo0aYTRu\n",
       "AA4ACgeHaVSs4I9+wwbw94eDB80Lo40ZA66u1g5XCCHuI8M7j+nXX1fw6quvk5SUQNuyFfhv2RLo\n",
       "Y2JImDQJ506dMjyoRAghcpoM7+SxXr2eI+7iGRIGv8X621dIeOop/FN0FOr+LO7uxVi+/FdrhyiE\n",
       "EA+Um0k/CIgEjgOjcvE8eU5z7RpOsbFw6BBNV/xJZFRvjMYEEhK28uqr73DkyBFrhyiEEJnKreEd\n",
       "LXAUaAtcAPYALwLps2G+HN5Jz2Aw4OFRDKMxgTs/Snf3l/nmmw706dPHusEJIQokWx3eaQScAE5j\n",
       "XqdgGdAtl85lNa6urjg7uwLhlpJEIFzm2AshbFZuJf0ywLl0789bygoUjUbD/Pnfo9d3wN39Zdzd\n",
       "A+jQoT5t2rSxdmhCCJGp3FqGIUvjNuPGjUt7HRgYSGBgYC6Fk3t69XqOWrVqsmfPHry9X6VNmzZ3\n",
       "b9QSQohsCg4OJjg4OMeOl1vZqQkwDvPFXIDRgAn4Kl2dfD+mL4QQec1Wx/T3ApUBX8zLRz4PrMml\n",
       "c9kM+SMmhLB1uZX0U4F3gL+ACGA5GWfuFCgJCQk891xfnJ3dcHcvzpQpM6wdkhBCZEruyM0Br702\n",
       "hMWLz5GYOB/zA1U6sWTJFLp1K3ATloQQVmarwzt2Zf36TSQmfgoUASpjMLzNn39usnZYQghxH0n6\n",
       "OaBkyRLAwbT3Ot1BSpcu8eAdhBDCSmR4Jwfs3LmTtm27YDR2R6u9QvHixzhwIISiRYtaOzQhRAEj\n",
       "D1GxEVFRUaxfvx69Xk/Pnj3THocohBA5SZK+EELYEbmQK4QQIssk6QshhB2RpC+EEHZEkr4QQtgR\n",
       "SfpCCGFHJOkLIYQdkaQvhBB2RJK+EELYEUn6QghhRyTpCyGEHZGkL4QQdkSSvhBC2BFJ+kIIYUck\n",
       "6QshhB2RpC+EEHZEkr4QQtgRSfpCCGFHJOkLIYQdkaQvhBB2RJK+EELYEUn6QghhRyTpCyGEHZGk\n",
       "L4QQdkSSvhBC2BFJ+kIIYUck6QshhB2RpC+EEHZEkr4QQtgRSfpCCGFHJOkLIYQdyU7SHwecB/Zb\n",
       "vjqm2zYaOA5EAu2zcQ4hhBA5KDtJXwHTgHqWr3WWcn/gecv3IGBONs9jk4KDg60dQrZI/NYl8VtP\n",
       "fo49J2Q3GWsyKesGLAVSgNPACaBRNs9jc/L7L47Eb10Sv/Xk59hzQnaT/mAgHPgRKGIp88Y87HPH\n",
       "eaBMNs8jhBAiBzwq6f8NHMzkqyswF/AD6gIXgakPOY7KdqRCCCGyLbPhmSfhC6wFagEfWMomWr6v\n",
       "B8YCu+7Z5wRQMYfOL4QQ9iIKqGSNE5dO93oYsMTy2h84AOgwfxKIIuf+uAghhLCShcC/mMf0VwOe\n",
       "6bZ9iLknHwl0yPvQhBBCCCGEEHluMnAE8yeE/wKF023LLzd1BWGO8TgwysqxPEpZYAtwGDgEDLGU\n",
       "F8N8of4YsIG7s69slRbzTYBrLe/zU/xFgJWYf+8jgMbkr/hHY/79OYh5GNcZ247/J+Ay5njveFi8\n",
       "tpZ3Mos/X+fNdtydNTSRuxd871wLcMJ8YfgEtnlTlxZzbL6YYz0AVLdmQI/ghXmGFYA7cBRzvJOA\n",
       "kZbyUdz9d7BV7wG/AGss7/NT/D8D/S2vHTH/h80v8fsCJzEneoDlQF9sO/6nMN8wmj5pPiheW8w7\n",
       "mcWf3/Nmmh7AYsvr0WTsNa8HmuR5RI/WFHNsd3zA3RlL+cFqoC3mXsGd6zBelve2ygfYCLTibk8/\n",
       "v8RfGHPSvFd+ib8Y5o5CUcx/sNZiTkC2Hr8vGZPmg+K11bzjS8b408tW3rT2X4T+wJ+W1/nlpq4y\n",
       "wLl07201zsz4Yu5B7ML8H+CypfwyGS/E25rpwPuAKV1ZfonfD7gKzAfCgB8AN/JP/Ncx34NzFogG\n",
       "bmIeJskv8d/xoHjzS95JL1t5M7eS/oNu6uqSrs5HQDJ3p3pmxhZv6rLFmLLCHfgNeBe4fc82he22\n",
       "6xngCubx/AdN/bXl+B2B+pjXoKoPxHP/J0Nbjr8iMBRzh8Eb8+/RK/fUseX4M/OoeG25LdnOm445\n",
       "Gs5d7R6xvR/QCWiTruwC5ouOd/hYymzNvXGWJeNfWlvkhDnhL8I8vAPm3o4XcAnzPRdXrBPaIzXD\n",
       "fAd4J8AF8MDcjvwS/3nL1x7L+5WYP5JfIn/EHwCEANcs7/+LeYgzv8R/x4N+X/JL3oF8nDeDMM8E\n",
       "KHFPeX65qcsRc2y+mGO19Qu5Gsz3VEy/p3wSd8cCP8C2LsQ9SEvujunnp/i3AVUsr8dhjj2/xF8H\n",
       "86wvV8y/Sz8Dg7D9+H25/0JuZvHaat7xJWP8+TpvHgfOcHcd/jnptuWXm7o6Yr64dQJzr82WtcA8\n",
       "Fn6Auz/zIMwX6DZim1PuHqQld2fv5Kf462Du6aefbpef4h/J3SmbP2P+5GjL8S/FfP0hGfP1t1d5\n",
       "eLy2lnfujb8/BSNvCiGEEEIIIYQQQgghhBBCCCGEEEIIIYQQQgghhBBCCCFE/vV/x+yDtGVcbxsA\n",
       "AAAASUVORK5CYII=\n"
      ],
      "text/plain": [
       "<matplotlib.figure.Figure at 0x10b68be10>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.scatter(data.x,data.y)\n",
    "plt.plot([0,100],[b,m*100+b],'r')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "formula: y = 1.583197 x + 4.470197\n"
     ]
    }
   ],
   "source": [
    "print \"formula: y = %f x + %f\" % (m,b)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##Object Oriented Model Selection\n",
    "\n",
    "Throughout the quarter, several problems have involved choosing the best model from a set of candidate models to get the best accuracy.\n",
    "\n",
    "Besides using it for selecting model hyperparmeters (as in grid search) or features, you can also use it to select the modeling techniques.  \n",
    "\n",
    "This problem is in two steps:\n",
    "\n",
    "1. We define four models by inheriting from a base model class.\n",
    "2. We use train/test errors to choose the best model\n",
    "\n",
    "#### The base model\n",
    "We'll make each technique implement a common interface BaseModel given below. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "# Do not modify this code\n",
    "class BaseModel:\n",
    "    def __init__(self, train_x, train_y):\n",
    "        \"\"\"Abstract constructor, subclasses should train a model of their type here and store\n",
    "           it in a way that predict can be used to compute predictions\"\"\"\n",
    "        raise Exception(\"This is an abstract class\")\n",
    "        \n",
    "    def predict(self, x):\n",
    "        \"\"\"Abstract method to compute a single prediction given a single example x\"\"\"\n",
    "        raise Exception(\"This is an abstract class\")\n",
    "        \n",
    "    def score(self, xs, ys):\n",
    "        \"\"\"Returns the accuracy of this model using xs as a list of inputs and ys as a list of correct values.\"\"\"\n",
    "        return sum([(self.predict(x)-y)**2 for x,y in zip(xs,ys)])/len(xs)\n",
    "    "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now that you have implemented the BaseModel, implement a class for LinearModel, QuadraticModel, CubicModel, and QuarticModel. Use numpy's [polyfit](http://docs.scipy.org/doc/numpy/reference/generated/numpy.polyfit.html) function to fit these polynomials to the training data given as parameters `train_x, train_y` to the constructor.\n",
    "\n",
    "The input to each model is the variable $x$ and the output is the variable $y$\n",
    "\n",
    "* **LinearModel** $y=a_1x+a_0$\n",
    "* **QuadraticModel** $y=a_2x^2+a_1x+a_0$\n",
    "* **CubicModel** $y=a_3x^3+a_2x^2+a_1x+a_0$\n",
    "* **QuarticModel** $y=a_4x^4+a_3x^3+a_2x^2+a_1x+a_0$\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "from numpy import polyfit\n",
    "\n",
    "class LinearModel(BaseModel):\n",
    "    def __init__(self, train_x, train_y):\n",
    "        \n",
    "        p = np.polyfit(train_x, train_y, 1) #calculating coefficients\n",
    "        self.model = np.poly1d(p) #generating new polynomial from coefficents\n",
    "        \n",
    "        \n",
    "    def predict(self, x):\n",
    "        \"\"\"Method to compute a single prediction given a single example x\"\"\"\n",
    "        return self.model(x)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "class QuadraticModel(BaseModel):\n",
    "    def __init__(self, train_x, train_y):\n",
    "        \n",
    "        p = np.polyfit(train_x, train_y, 2)\n",
    "        self.model = np.poly1d(p)\n",
    "        \n",
    "    def predict(self, x):\n",
    "        \"\"\"Method to compute a single prediction given a single example x\"\"\"\n",
    "        return self.model(x)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "class CubicModel(BaseModel):\n",
    "    def __init__(self, train_x, train_y):\n",
    "         \n",
    "        p = np.polyfit(train_x, train_y, 3)\n",
    "        self.model = np.poly1d(p)\n",
    "        \n",
    "    def predict(self, x):\n",
    "        \"\"\"Method to compute a single prediction given a single example x\"\"\"\n",
    "        return self.model(x)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "class QuarticModel(BaseModel):\n",
    "    def __init__(self, train_x, train_y):\n",
    "        \n",
    "        p = np.polyfit(train_x, train_y, 4)\n",
    "        self.model = np.poly1d(p)\n",
    "        \n",
    "    def predict(self, x):\n",
    "        \"\"\"Method to compute a single prediction given a single example x\"\"\"\n",
    "        return self.model(x)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now we evaluate each of these techniques on our data.  Fill in the parts of the function marked \"TODO\" below"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "#Load Data\n",
    "import pandas as pd\n",
    "train = pd.read_csv(\"train_data.csv\")\n",
    "valid = pd.read_csv(\"validation_data.csv\")\n",
    "train_x = train[\"x\"].tolist()\n",
    "train_y = train[\"y\"].tolist()\n",
    "valid_x = valid[\"x\"].tolist()\n",
    "valid_y = valid[\"y\"].tolist()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "techniques = [LinearModel]\n",
    "train_error = []\n",
    "valid_error = []\n",
    "\n",
    "for technique in techniques:\n",
    "    mdl = technique(train_x,train_y)\n",
    "    train_error.append(mdl.score(train_x,train_y))\n",
    "    valid_error.append(mdl.score(valid_x,valid_y))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[76291.197119124321]"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "train_error"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "##Scraping\n",
    "\n",
    "Started as a travel journal, Lonely Planet has gone on to become the world’s most successful travel publisher, and they maintain an award winning website giving all the necessary details a traveller could ask for. \n",
    "In this question we will try to use their website lonelyplanet.com to find the top sightseeing places in San diego and how far they are from our current location\n",
    "\n",
    "In order to do this, we will scrape the website to find the top sightseeing places and develop a table containing the name of the place and its corresponding latitude, longitude values. We will then define a function to calculate distance between two points given their latitude and longitude.\n",
    "\n",
    "You can take your current location as UCSD Rady School of Management, with Latitude 32.88661 and longitude -117.24128"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "from bs4 import BeautifulSoup\n",
    "import requests\n",
    "import urllib\n",
    "import pandas as pd\n",
    "import re"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Below is a construct of how beautifulSoup accesses the website and retrieves data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "website = \"http://www.lonelyplanet.com\"\n",
    "country = \"usa\"\n",
    "city = \"san-diego\"\n",
    "scrape_topic = \"sights\"\n",
    "base_url = website+\"/\"+country+\"/\"+city+\"/\"+scrape_topic+\"/\"\n",
    "r  = requests.get(base_url)\n",
    "data = r.text\n",
    "soup = BeautifulSoup(data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<!DOCTYPE html>\n",
       "<!--[if IE 7]><html class='no-js ie7 no-freight base ' data-topic=\"sights\" lang='en'><![endif]--><!--[if IE 8]><html class='no-js ie8 no-freight base ' data-topic=\"sights\" lang='en'><![endif]--><!--[if IE 9]><html class='no-js ie9 no-freight base ' data-topic=\"sights\" lang='en'><![endif]--><!--[if gt IE 9]><!--><html class=\"no-js no-freight base \" data-topic=\"sights\" lang=\"en\"><!--<![endif]-->\n",
       "<head>\n",
       "<meta content=\"Sights in San Diego, USA - Lonely Planet\" name=\"title\"/>\n",
       "<meta content=\"111 sights in San Diego, USA - including San Diego Zoo, Hotel del Coronado, and Old Town State Historic Park.\" name=\"description\"/>\n",
       "<meta content=\"summary_large_image\" name=\"twitter:card\"/>\n",
       "<meta content=\"@lonelyplanet\" name=\"twitter:site\"/>\n",
       "<meta content=\"Sights in San Diego, USA - Lonely Planet\" name=\"twitter:title\"/>\n",
       "<meta content=\"111 sights in San Diego, USA - including San Diego Zoo, Hotel del Coronado, and Old Town State Historic Park.\" name=\"twitter:description\"/>\n",
       "<meta content=\"Lonely Planet\" property=\"og:site_name\"/>\n",
       "<meta content=\"Sights in San Diego, USA - Lonely Planet\" property=\"og:title\"/>\n",
       "<meta content=\"111 sights in San Diego, USA - including San Diego Zoo, Hotel del Coronado, and Old Town State Historic Park.\" property=\"og:description\"/>\n",
       "<meta content=\"http://www.lonelyplanet.com/usa/san-diego/sights\" property=\"og:url\"/>\n",
       "<meta content=\"website\" property=\"og:type\"/>\n",
       "<meta content=\"2014-12-11 21:25:43 +0000\" name=\"sailthru.date\"/>\n",
       "<meta content=\"North America, USA, beaches, boats-and-sailing, business-travel, cities, coasts-and-islands, diving-and-snorkelling, surfing\" name=\"sailthru.tags\"/>\n",
       "<meta charset=\"utf-8\"/>\n",
       "<meta content=\"Lonely Planet\" name=\"author\"/>\n",
       "<meta content=\"#1D508D\" name=\"theme-color\"/>\n",
       "<meta content=\"111537044496\" name=\"fb:app_id\"/>\n",
       "<title>\n",
       "Sights in San Diego, USA - Lonely Planet\n",
       "\n",
       "</title>\n",
       "<link href=\"http://assets.staticlp.com\" rel=\"dns-prefetch\"/>\n",
       "<link href=\"https://www.lonelyplanet.com/favicon.ico\" rel=\"icon\" type=\"image/gif\"/>\n",
       "<meta content=\"width=1024\" name=\"viewport\"/>\n",
       "<meta content=\"authenticity_token\" name=\"csrf-param\"/>\n",
       "<meta content=\"6gNI7Xo7BP7bDt67W/dNviE99PexsLtAgN+rraooN5U=\" name=\"csrf-token\"/>\n",
       "<!--[if lt IE 9]>\n",
       "<script>\n",
       "  document.createElement('header');\n",
       "  document.createElement('nav');\n",
       "  document.createElement('section');\n",
       "  document.createElement('article');\n",
       "  document.createElement('aside');\n",
       "  document.createElement('footer');\n",
       "  document.createElement('figure');\n",
       "  document.createElement('figurecap');\n",
       "  document.createElement('hgroup');\n",
       "  document.createElement('time');\n",
       "  document.createElement('picture');\n",
       "</script>\n",
       "<![endif]-->\n",
       "<script>\n",
       "  // Setup our namespace\n",
       "  window.lp = window.lp || {};\n",
       "  \n",
       "  // Allow legacy apps to add their own properties\n",
       "  window.lp.tracking = window.lp.tracking || {};\n",
       "  window.lp.supports = window.lp.supports || {};\n",
       "  \n",
       "  // Allow apps to pass in requirejs configuration\n",
       "  window.lp.require = {\n",
       "    paths: {},\n",
       "    shim: {}\n",
       "  }\n",
       "  \n",
       "  window.lp.analytics = window.lp.analytics || {\n",
       "    dataLayer: {},\n",
       "    eventBuffer: [],\n",
       "    api: {\n",
       "      trackEvent: function(data){\n",
       "        window.lp.analytics.eventBuffer.push(data);\n",
       "      }\n",
       "    }\n",
       "  };\n",
       "  \n",
       "  // Utility cookie retrieval function\n",
       "  window.lp.getCookie = function (name) {\n",
       "    return unescape(document.cookie.replace(new RegExp(\"(?:(?:^|.*;)\\\\s*\" + escape(name).replace(/[\\-\\.\\+\\*]/g, \"\\\\$&\") + \"\\\\s*\\\\=\\\\s*([^;]*).*$)|^.*$\"), \"$1\")) || null;\n",
       "  };\n",
       "  \n",
       "  // Test for LocalStorage support (and space)\n",
       "  window.lp.supports.localStorage = 'localStorage' in window && (function() {\n",
       "    try {\n",
       "      localStorage.setItem(\"test\", \"test\");\n",
       "      localStorage.removeItem(\"test\");\n",
       "      return true;\n",
       "    } catch(e){\n",
       "      return false;\n",
       "    }\n",
       "  }());\n",
       "  \n",
       "  window.lp.supports.woff2 = (function(){\n",
       "    if(!( \"FontFace\" in window)) { return false }\n",
       "  \n",
       "    var f = new window.FontFace(\"t\", 'url( \"data:application/font-woff2,\" ) format( \"woff2\" )');\n",
       "    f.load();\n",
       "    return f.status == 'loading';\n",
       "  }());\n",
       "  \n",
       "  // Setup js error logging\n",
       "  var _trackJs = {\n",
       "    token: '3cd28f4c5df14f6e9fffa815ed7712b0',\n",
       "    console: {\n",
       "      display: true\n",
       "    },\n",
       "    userId: window.lp.getCookie('lpUid')\n",
       "  };\n",
       "  \n",
       "  // Switch no-js class for js\n",
       "  (function(H){H.className=H.className.replace(/\\bno-js\\b/,'js')})(document.documentElement);\n",
       "  \n",
       "  // Initialise a flamsteed buffer\n",
       "  window.lp.fs = {\n",
       "    buffer: [],\n",
       "    now: function(){return (Date.now ? Date.now() : new Date().getTime());},\n",
       "    log : function(x){this.buffer.push({e: x, t: this.now()})},\n",
       "    time: function(x){!!window.performance && !!window.performance.now && this.buffer.push({e: x, t: this.now()})}\n",
       "  };\n",
       "</script>\n",
       "<script>\n",
       "  if (!window.lp.analytics.dataLayer.hasOwnProperty('summaryTag')) window.lp.analytics.dataLayer.summaryTag = {};window.lp.analytics.dataLayer.summaryTag.context = \"destinations\";window.lp.analytics.dataLayer.summaryTag.context_id = \"d:north america:usa:san diego\";window.lp.analytics.dataLayer.summaryTag.content_topic = \"things to dosights\";window.lp.analytics.dataLayer.summaryTag.content_type = \"index\";window.lp.analytics.dataLayer.summaryTag.content_id = \"usa/san-diego/sights\";window.lp.analytics.dataLayer.summaryTag.interest_tag = null;window.lp.analytics.dataLayer.detailsTag = [];window.lp.analytics.dataLayer.events = [];\n",
       "</script>\n",
       "<script>\n",
       "  /*\n",
       "  loadCSS: load a CSS file asynchronously.\n",
       "  [c]2014 @scottjehl, Filament Group, Inc.\n",
       "  Licensed MIT\n",
       "  */\n",
       "  window.lp.loadCSS = function loadCSS( href, before, media ){\n",
       "    \"use strict\";\n",
       "    var ss = window.document.createElement( \"link\" ),\n",
       "        ref = before || window.document.getElementsByTagName( \"script\" )[ 0 ],\n",
       "        sheets = window.document.styleSheets;\n",
       "    \n",
       "    ss.rel = \"stylesheet\";\n",
       "    ss.href = href;\n",
       "    // temporarily, set media to something non-matching to ensure it'll fetch without blocking render\n",
       "    ss.media = \"only x\";\n",
       "    ref.parentNode.insertBefore( ss, ref );\n",
       "    // Set the link's media back to `all` so that the stylesheet applies once it loads\n",
       "    function toggleMedia(){\n",
       "      var defined;\n",
       "      for( var i = 0; i < sheets.length; i++ ){\n",
       "        if( sheets[ i ].href && sheets[ i ].href.indexOf( href ) > -1 ){\n",
       "          defined = true;\n",
       "        }\n",
       "      }\n",
       "      if( defined ){\n",
       "        ss.media = media || \"all\";\n",
       "      }\n",
       "      else {\n",
       "        setTimeout( toggleMedia );\n",
       "      }\n",
       "    }\n",
       "    toggleMedia();\n",
       "    return ss;\n",
       "  }\n",
       "</script>\n",
       "<!-- BEGIN Krux Control Tag for \"LonelyPlanet\" -->\n",
       "<!-- Source: /snippet/controltag?confid=JQiEA_VL&site=LonelyPlanet&edit=1 -->\n",
       "<script class=\"kxct\" data-id=\"JQiEA_VL\" data-timing=\"async\" data-version=\"1.9\" type=\"text/javascript\">\n",
       "  window.Krux||((Krux=function(){Krux.q.push(arguments)}).q=[]);\n",
       "  (function(){\n",
       "    var k=document.createElement('script');k.type='text/javascript';k.async=true;\n",
       "    var m,src=(m=location.href.match(/\\bkxsrc=([^&]+)/))&&decodeURIComponent(m[1]);\n",
       "    k.src = /^https?:\\/\\/([a-z0-9_\\-\\.]+\\.)?krxd\\.net(:\\d{1,5})?\\//i.test(src) ? src : src === \"disable\" ? \"\" :\n",
       "      (location.protocol===\"https:\"?\"https:\":\"http:\")+\"//cdn.krxd.net/controltag?confid=JQiEA_VL\"\n",
       "  ;\n",
       "    var s=document.getElementsByTagName('script')[0];s.parentNode.insertBefore(k,s);\n",
       "  }());\n",
       "\n",
       "</script>\n",
       "<!-- END Krux Controltag -->\n",
       "<script charset=\"utf-8\">\n",
       "\n",
       "  // Allow DFP tracking\n",
       "  (function(){\n",
       "    function retrieve(n){\n",
       "      var m, k='kx'+n;\n",
       "      if (window.localStorage) {\n",
       "        return window.localStorage[k] || \"\";\n",
       "      }\n",
       "      return window.lp.getCookie(n) || \"\";\n",
       "    };\n",
       "    Krux.user = retrieve('user');\n",
       "    Krux.segments = retrieve('segs')  &&  retrieve('segs').split(',') ||  [];\n",
       "  })();\n",
       "\n",
       "</script>\n",
       "<script>\n",
       "  // Google analytics\n",
       "  (function(d,t,c){\n",
       "    var filepath = d.cookie.match(/lpDev/) ? \"analytics.dev.js?\" +c.getTime() : \"analytics.min.js\",\n",
       "        g=d.createElement(t),\n",
       "        s=d.getElementsByTagName(t)[0];\n",
       "    g.src=\"//assets.staticlp.com/analytics/\" + filepath;\n",
       "    s.parentNode.insertBefore(g,s);\n",
       "  }(document,\"script\",new Date));\n",
       "</script>\n",
       "<script>\n",
       "  if('querySelector' in document && \n",
       "     'localStorage' in window && \n",
       "     'addEventListener' in window &&\n",
       "     'classList' in document.documentElement) {\n",
       "    (function(H){H.className=H.className.replace(/\\bbase\\b/,'enhanced')})(document.documentElement);\n",
       "    window.lp.enhanced = true;\n",
       "  }\n",
       "</script>\n",
       "<script>\n",
       "  if (window.lp.enhanced && window.localStorage.getItem('_lpfont') == \"true\") {\n",
       "    var ss = document.createElement('link'),\n",
       "        firstLink = document.getElementsByTagName('link')[0],\n",
       "        fontPath = window.lp.supports.woff2 ? \"//assets.staticlp.com/assets/fonts_woff2-59c5c2d987b451ab2e96ed1b6de8aac0.css\" : \"//assets.staticlp.com/assets/fonts-18ccc586598bbf925542b51ea0114902.css\";\n",
       "  \n",
       "    ss.href= fontPath;\n",
       "    ss.rel = \"stylesheet\";\n",
       "    ss.type = \"text/css\";\n",
       "    firstLink.parentNode.insertBefore(ss, firstLink);\n",
       "  \n",
       "    // Replace the no-freight classname\n",
       "    (function(H){H.className=H.className.replace(/\\bno-freight\\b/,'freight')})(document.documentElement);\n",
       "  }\n",
       "</script>\n",
       "<script>\n",
       "  (function() {\n",
       "    var docElement = document.documentElement,\n",
       "        activePath = \"//assets.staticlp.com/assets/icons/active-27ed56abe3c0b7faae0da9be36337258.css\",\n",
       "        criticalPath = \"//assets.staticlp.com/assets/icons/critical-509ccf14d1b093ec48ea003ec1bdb611.css\";\n",
       "  \n",
       "    function supportsSVG() {\n",
       "      var hasBgSize = (\"background-size\" in docElement.style || \"backgroundSize\" in docElement.style),\n",
       "          hasSvg = !!window.document.createElementNS && \n",
       "                   !!window.document.createElementNS('http://www.w3.org/2000/svg', 'svg').createSVGRect && \n",
       "                   !!document.implementation.hasFeature(\"http://www.w3.org/TR/SVG11/feature#Image\", \"1.1\") && \n",
       "                   !(window.opera && navigator.userAgent.indexOf('Chrome') === -1),\n",
       "          enhanced = window.lp.enhanced;\n",
       "  \n",
       "      return hasBgSize && hasSvg && enhanced;\n",
       "    }\n",
       "  \n",
       "    if (supportsSVG()) {\n",
       "      window.lp.loadCSS(activePath);\n",
       "      docElement.className += \" supports-svg\";\n",
       "    } else {\n",
       "      window.lp.loadCSS(criticalPath);\n",
       "      docElement.className += \" no-background-size\";\n",
       "    }\n",
       "  \n",
       "  }());\n",
       "</script>\n",
       "<noscript>\n",
       "<link href=\"//assets.staticlp.com/assets/icons/critical-509ccf14d1b093ec48ea003ec1bdb611.css\" rel=\"stylesheet\"/>\n",
       "</noscript>\n",
       "<script>\n",
       "  var require = require || {\n",
       "    baseUrl: '/assets',\n",
       "    paths: {\n",
       "      flamsteed: \"flamsteed/lib/javascripts/flamsteed\",\n",
       "      hogan: \"hogan/dist/hogan-3.0.0.amd\",\n",
       "      jplugs: \"jquery-plugins\",\n",
       "      jquery:  \"jquery/dist/jquery\",\n",
       "      jtimeago: \"jquery-timeago/jquery.timeago\",\n",
       "      sailthru: \"sailthru/v1\",\n",
       "      sCode: \"omniture/s_code\",\n",
       "      trackjs: \"trackjs/trackjs\",\n",
       "      dfp: \"jquery.dfp.js/jquery.dfp\",\n",
       "      autocomplete: \"autocomplete/dist/autocomplete\",\n",
       "      usabilla: \"usabilla/usabilla\"\n",
       "    },\n",
       "    shim: {\n",
       "      \"xdr\": [ \"jquery\" ],\n",
       "      \"dfp\": [ \"jquery\"]\n",
       "    },\n",
       "    waitSeconds: 30\n",
       "  };\n",
       "  \n",
       "  // App requirejs config is passed and stored on lp.require\n",
       "  window.lp.require.paths.app_core = \"//assets.staticlp.com/assets/app_core-462e629e603c572422c83914f5803681\";\n",
       "  \n",
       "  \n",
       "  if (lp.require && lp.require.paths) {\n",
       "    for (path in lp.require.paths) {\n",
       "      require.paths[path] = lp.require.paths[path];\n",
       "    }\n",
       "  }\n",
       "  \n",
       "  if (lp.require && lp.require.shim) {\n",
       "    for (shim in lp.require.shim) {\n",
       "      require.shim[shim] = lp.require.shim[shim];\n",
       "    }\n",
       "  }\n",
       "</script>\n",
       "<script>\n",
       "  (function(d, s) {\n",
       "    var ie = document.documentElement.className.match(/ie([0-9]+)/);\n",
       "    if (window.lp.enhanced || ie) {\n",
       "      var firstJs, js;\n",
       "      firstJs = d.getElementsByTagName(s)[0];\n",
       "      js = d.createElement(s);\n",
       "      js.async = true;\n",
       "      js.src = \"//assets.staticlp.com/assets/requirejs/require-9893f2aa9a3ec144d5ba5e98022b54cc.js\";\n",
       "      js.setAttribute(\"data-main\", \"//assets.staticlp.com/assets/app_stack-dec04a465f2bec0970891d77a8d1d1fc.js\");\n",
       "      firstJs.parentNode.insertBefore(js, firstJs);\n",
       "    }\n",
       "  })(document, 'script');\n",
       "</script>\n",
       "<script>\n",
       "  if (!/https/.test(location.protocol)) {\n",
       "    <!-- BEGIN Tynt Script -->\n",
       "    var Tynt=Tynt||[];Tynt.push('dSm5i4oRer4BQKacwqm_6l');\n",
       "    (function(){var s=document.createElement('script');s.async=\"async\";s.type=\"text/javascript\";s.src='http://tcr.tynt.com/ti.js';var h=document.getElementsByTagName('script')[0];h.parentNode.insertBefore(s,h);})();\n",
       "  }\n",
       "</script>\n",
       "<!--[if (gt IE 8) | (IEMobile)]><!--><link href=\"//assets.staticlp.com/assets/common_core_no_font-a410745b203dac50d4230582cca7a659.css\" media=\"all\" rel=\"stylesheet\"/><!--<![endif]--><!--[if (lt IE 9) & (!IEMobile)]><link href=\"//assets.staticlp.com/assets/common_core_no_font_ie-270997b4e8c8925813a6c8d2036499cc.css\" media=\"all\" rel=\"stylesheet\" /><![endif]-->\n",
       "<link href=\"//assets.staticlp.com/assets/application-560736aa33be278f3471b1982bc8227f.css\" media=\"all\" rel=\"stylesheet\"/>\n",
       "</head>\n",
       "<body>\n",
       "<div class=\"lightbox\" id=\"js-lightbox\">\n",
       "<div class=\"prerender-container js-prerender-container\">\n",
       "<div class=\"lightbox__wrapper js-lightbox-wrapper\">\n",
       "<div class=\"lightbox__content\">\n",
       "<div class=\"lightbox__close icon--cross js-lightbox-close\"></div>\n",
       "<div class=\"js-lightbox-content\"></div>\n",
       "</div>\n",
       "</div>\n",
       "<div class=\"lightbox__controls-wrapper\">\n",
       "<div class=\"lightbox__controls js-lightbox-controls\">\n",
       "<a class=\"lightbox__controls__arrow js-lightbox-arrow js-lightbox-previous arrow--left is-hidden icon--chevron-left--after icon--white--after\" data-direction=\"previous\">\n",
       "<div class=\"lightbox__tooltip icon--tapered-arrow-down--after icon--white--after\">\n",
       "<div class=\"lightbox__tooltip__inner\">\n",
       "<img class=\"lightbox__tooltip__image\"/>\n",
       "<div class=\"lightbox__tooltip__text js-lightbox-arrow__text js-prerender-title icon--tapered-arrow-down--after\"></div>\n",
       "<span class=\"js-prerender-content is-hidden\"></span>\n",
       "</div>\n",
       "</div>\n",
       "</a>\n",
       "<a class=\"lightbox__controls__arrow js-lightbox-arrow js-lightbox-next arrow--right is-hidden icon--chevron-right--before icon--white--before\" data-direction=\"next\">\n",
       "<div class=\"lightbox__tooltip icon--tapered-arrow-down--after icon--white--after\">\n",
       "<div class=\"lightbox__tooltip__inner\">\n",
       "<img class=\"lightbox__tooltip__image\"/>\n",
       "<div class=\"lightbox__tooltip__text js-lightbox-arrow__text js-prerender-title icon--tapered-arrow-down--after\"></div>\n",
       "<span class=\"js-prerender-content is-hidden\"></span>\n",
       "</div>\n",
       "</div>\n",
       "</a>\n",
       "</div>\n",
       "</div>\n",
       "</div>\n",
       "</div>\n",
       "<script id=\"tmpl-preloader\" type=\"text-mustache\">\n",
       "<div class='js-preloader preloader preloader--styled'>\n",
       "<div class='preloader__disc'>\n",
       "<div class='preloader__disc--coloured preloader__disc--blue'></div>\n",
       "</div>\n",
       "<div class='preloader__disc'>\n",
       "<div class='preloader__disc--coloured preloader__disc--red'></div>\n",
       "</div>\n",
       "<div class='preloader__disc'>\n",
       "<div class='preloader__disc--coloured preloader__disc--green'></div>\n",
       "</div>\n",
       "<div class='preloader__disc'>\n",
       "<div class='preloader__disc--coloured preloader__disc--orange'></div>\n",
       "</div>\n",
       "<div class='preloader__cover'></div>\n",
       "</div>\n",
       "\n",
       "</script>\n",
       "<div class=\"wrapper js-wrapper\">\n",
       "<div class=\"row row--fluid row--cookie-compliance js-cookie-compliance is-closed\">\n",
       "<div class=\"wv--split--left cookie-msg\">\n",
       "<p class=\"cookie-text\">\n",
       "<strong>\n",
       "Hi there,\n",
       "</strong>\n",
       "we use cookies to improve your experience on our website. You can\n",
       "<a class=\"cookie-link\" href=\"http://www.lonelyplanet.com/legal/cookies\">\n",
       "update your settings\n",
       "</a>\n",
       "by clicking the Cookie Policy link at the bottom of the page.\n",
       "</p>\n",
       "</div>\n",
       "<div class=\"wv--split--right cookie-buttons\">\n",
       "<div class=\"btn btn--small btn--green js-close\">\n",
       "No worries\n",
       "</div>\n",
       "<a class=\"btn btn--small btn--grey\" href=\"http://www.lonelyplanet.com/legal/cookies/\">\n",
       "Learn more\n",
       "</a>\n",
       "</div>\n",
       "</div>\n",
       "<div aria-label=\"Page quick links\" class=\"accessibility\">\n",
       "<a class=\"go\" href=\"#container\">\n",
       "go to content\n",
       "</a>\n",
       "<a class=\"go\" href=\"#search-box\">\n",
       "go to search box\n",
       "</a>\n",
       "<a class=\"go\" href=\"#global-nav\">\n",
       "go to global site navigation\n",
       "</a>\n",
       "</div>\n",
       "<div class=\"row--primary\" id=\"js-primary-nav\">\n",
       "<div class=\"row--faux-banner\"></div>\n",
       "<input class=\"is-hidden\" id=\"nav--primary__trigger\" type=\"checkbox\"/>\n",
       "<label class=\"copy--h2 wv--hidden nav--primary__trigger icon--hamburger--before icon--white--before js-toggle-active\" data-toggle-class=\"show-nav\" data-toggle-target=\"body\" for=\"nav--primary__trigger\">Menu</label>\n",
       "<a class=\"media--lp-logo logo--header icon--lp-logo icon--white\" href=\"http://www.lonelyplanet.com\" title=\"Return to homepage\"></a>\n",
       "<div class=\"nav-container m-hidden-menu\">\n",
       "<div class=\"wv--split--right\">\n",
       "<div class=\"wv--nav--inline split--right__inner nav--user\">\n",
       "<form action=\"//www.lonelyplanet.com/search\" class=\"search--primary search--primary-wv js-nav-search wv--inline-block\" method=\"get\" role=\"search\">\n",
       "<label class=\"accessibility\" for=\"search-q\">Search</label>\n",
       "<input autocomplete=\"off\" class=\"search__input search__input--primary js-primary-search\" id=\"search-q\" maxlength=\"2048\" name=\"q\" placeholder=\"Enter your search term\" tabindex=\"1\" type=\"search\" value=\"\"/>\n",
       "<button class=\"icon--search icon--white js-search-icon search__button search__input__icon\" id=\"search-q-submit\" type=\"submit\">\n",
       "Search\n",
       "</button>\n",
       "</form>\n",
       "<nav aria-label=\"User navigation\" class=\"nav__item wv--nav--inline nav--primary--user js-user-nav split--right__inner\" itemscope=\"itemscope\" itemtype=\"http://schema.org/SiteNavigationElement\" role=\"navigation\" title=\"User navigation\">\n",
       "<h6 class=\"accessibility\">User navigation</h6>\n",
       "<a class=\"nav__item nav__item--primary nav__item--user user-basket js-user-basket js-nav-cart\" href=\"http://shop.lonelyplanet.com/cart/view\">\n",
       "<span class=\"user-basket__icon icon--shop-basket icon--white\" itemprop=\"name\">\n",
       "View Basket\n",
       "</span>\n",
       "</a>\n",
       "<script id=\"js-user-nav-template\" type=\"text/mustache\">\n",
       "<div class='js-user-signed-out-template'>\n",
       "<div class='wv--nav--inline nav__item--user-menu js-user-signed-out'>\n",
       "<a class='js-nav-item js-user-sign_in nav__item nav__item--primary sign-in' data-lpa-action='sign-in' data-lpa-category='account' href='https://auth.lonelyplanet.com/users/sign_in' itemprop='url'><div class='nav__icon icon--user--before icon--white--before wv--hidden--before nav__submenu__item__text' itemprop='name'>\n",
       "Sign in</div></a>\n",
       "\n",
       "<a class='btn--linkblue js-nav-item js-user-sign_up nav__item nav__item--primary' data-lpa-action='join' data-lpa-category='account' href='https://auth.lonelyplanet.com/users/sign_up' itemprop='url'><div class='nav__icon icon--sign-in--before icon--white--before wv--hidden--before nav__submenu__item__text' itemprop='name'>\n",
       "Join</div></a>\n",
       "\n",
       "</div>\n",
       "<div class='wv--nav--inline nav__item--user-menu--wv js-user-signed-out'>\n",
       "<a class='btn btn--linkblue btn--small js-nav-item js-user-sign_up nav__item nav__item--primary' data-lpa-action='join' data-lpa-category='account' href='https://auth.lonelyplanet.com/users/sign_up' itemprop='url'><div class='nav__icon icon--sign-in--before icon--white--before wv--hidden--before nav__submenu__item__text' itemprop='name'>\n",
       "Join</div></a>\n",
       "\n",
       "<span class='nav__item nav__item--primary or'>\n",
       "or\n",
       "</span>\n",
       "\n",
       "<a class='js-nav-item js-user-sign_in nav__item nav__item--primary sign-in' data-lpa-action='sign-in' data-lpa-category='account' href='https://auth.lonelyplanet.com/users/sign_in' itemprop='url'><div class='nav__icon icon--user--before icon--white--before wv--hidden--before nav__submenu__item__text' itemprop='name'>\n",
       "Sign in</div></a>\n",
       "\n",
       "</div>\n",
       "\n",
       "</div>\n",
       "<div class='js-user-signed-in-template'>\n",
       "<div class='nav__item nav__item--user nav__submenu__trigger js-user-signed-in'>\n",
       "<img class='nav__item--user-avatar js-user-avatar' data-src='{{avatar}}'>\n",
       "<span class='notification-badge notification-badge--unread-messages wv--inline-block is-hidden js-unread-feed-count'>0</span>\n",
       "<span class='wv--hidden nav--offscreen__title'>{{username}}</span>\n",
       "<div class='user-feed nav__submenu js-user-feed'>\n",
       "<div class='user-feed__container nav--stacked nav__submenu__content icon--tapered-arrow-up--after icon--white--after icon--white--bordered'>\n",
       "<div class='user-feed__header js-user-feed-header'>\n",
       "<div class='user-feed__username'>{{username}}</div>\n",
       "<div class='user-feed__email'>{{email}}</div>\n",
       "<div class='user-feed__buttons'>\n",
       "<a class='split--right icon--settings icon--body-grey js-user-settings' href='https://www.lonelyplanet.com/thorntree/forums/settings'></a>\n",
       "<div class='grid-wrapper--10'>\n",
       "<div class='col--one-half'>\n",
       "<a class='btn btn--linkblue btn--small btn--full-width js-user-profile' href='https://www.lonelyplanet.com/thorntree/profiles/{{profileSlug}}'>View Profile</a>\n",
       "</div>\n",
       "<div class='col--one-half'>\n",
       "<a class='btn btn--linkblue btn--small btn--outline btn--full-width js-user-sign_out' href='https://auth.lonelyplanet.com/users/sign_out'>Sign Out</a>\n",
       "</div>\n",
       "</div>\n",
       "</div>\n",
       "</div>\n",
       "<div class='user-feed__content js-user-feed-content'>\n",
       "<div class='nav__tabs'>\n",
       "<div class='grid-wrapper--0'>\n",
       "<div class='col--one-half'>\n",
       "<a class='btn btn--large btn--white nav__tabs__btn js-tab-trigger is-active' href='#js-user-feed-activities-list'>\n",
       "Recent activity\n",
       "<span class='user-feed__content__unread-count js-unread-activities-count'></span>\n",
       "</a>\n",
       "</div>\n",
       "<div class='col--one-half'>\n",
       "<a class='btn btn--large btn--white nav__tabs__btn js-tab-trigger' href='#js-user-feed-messages-list'>\n",
       "Messages\n",
       "<span class='user-feed__content__unread-count js-unread-messages-count'></span>\n",
       "</a>\n",
       "</div>\n",
       "</div>\n",
       "</div>\n",
       "<div class='nav__tabs__content js-tabs-content'>\n",
       "<ul class='user-feed__list is-active' id='js-user-feed-activities-list'>\n",
       "<li class='activity-list__item--empty'>You have no recent activity.</li>\n",
       "</ul>\n",
       "<ul class='user-feed__list' id='js-user-feed-messages-list'>\n",
       "<li class='activity-list__item--empty'>You have no private messages.</li>\n",
       "<li class='user-feed__footer user-feed__buttons js-user-feed-footer is-hidden'>\n",
       "<a class='btn btn--linkblue btn--full-width' href='https://www.lonelyplanet.com/thorntree/profiles/{{profileSlug}}/messages'>See all messages</a>\n",
       "</li>\n",
       "</ul>\n",
       "</div>\n",
       "</div>\n",
       "</div>\n",
       "</div>\n",
       "</div>\n",
       "<div class='wv--nav--inline nav__item--user-menu js-user-signed-in'>\n",
       "<a class='js-nav-item nav__item nav__item--primary' href='https://www.lonelyplanet.com/thorntree/profiles/{{profileSlug}}' itemprop='url'><div class='nav__icon icon--user--before icon--white--before wv--hidden--before nav__submenu__item__text' itemprop='name'>\n",
       "My profile</div></a>\n",
       "\n",
       "<a class='js-nav-item nav__item nav__item--primary' href='https://www.lonelyplanet.com/thorntree/forums/settings' itemprop='url'><div class='nav__icon icon--settings--before icon--white--before wv--hidden--before nav__submenu__item__text' itemprop='name'>\n",
       "Settings</div></a>\n",
       "\n",
       "<a class='js-nav-item js-responsive-messages nav__item nav__item--primary' href='https://www.lonelyplanet.com/thorntree/profiles/{{profileSlug}}/messages' itemprop='url'><div class='nav__icon icon--envelope--before icon--white--before wv--hidden--before nav__submenu__item__text' itemprop='name'>\n",
       "Messages</div></a>\n",
       "\n",
       "<a class='js-nav-item nav__item nav__item--primary' href='https://www.lonelyplanet.com/thorntree/profiles/{{profileSlug}}/activities' itemprop='url'><div class='nav__icon icon--comment--before icon--white--before wv--hidden--before nav__submenu__item__text' itemprop='name'>\n",
       "Forum Activity</div></a>\n",
       "\n",
       "<a class='js-nav-item nav__item nav__item--primary' href='https://auth.lonelyplanet.com/users/sign_out' itemprop='url'><div class='nav__icon icon--sign-out--before icon--white--before wv--hidden--before nav__submenu__item__text' itemprop='name'>\n",
       "Sign out</div></a>\n",
       "\n",
       "</div>\n",
       "\n",
       "</div>\n",
       "\n",
       "</script>\n",
       "<noscript>\n",
       "<div class=\"nav__item nav__item--user\">\n",
       "<a class=\"js-nav-item nav__item nav__item--primary\" href=\"https://www.lonelyplanet.com/thorntree/my_account\" itemprop=\"url\"><div class=\"nav__icon icon--user--line--before icon--white--before wv--hidden--before nav__submenu__item__text\" itemprop=\"name\">\n",
       "My account</div></a>\n",
       "</div>\n",
       "</noscript>\n",
       "</nav>\n",
       "</div>\n",
       "</div>\n",
       "<div class=\"wv--split--left\">\n",
       "<nav aria-label=\"Global navigation\" class=\"wv--nav--inline nav--primary\" id=\"js-nav--primary\" itemscope=\"itemscope\" itemtype=\"http://schema.org/SiteNavigationElement\" role=\"navigation\">\n",
       "<h6 class=\"accessibility\">Global navigation</h6>\n",
       "<div class=\"nav__submenu__trigger nav__item nav__item--primary\">\n",
       "<a class=\"js-nav-item nav__item\" href=\"http://www.lonelyplanet.com/destinations\" itemprop=\"url\"><div class=\"wv--hidden--before nav__submenu__item__text\" itemprop=\"name\">\n",
       "Destinations</div></a>\n",
       "<div class=\"nav__submenu\">\n",
       "<div class=\"nav--stacked nav__submenu__content js-submenu icon--tapered-arrow-up--after icon--white--after\">\n",
       "<a class=\"js-nav-item nav__item nav__submenu__item\" href=\"http://www.lonelyplanet.com/africa\" itemprop=\"url\"><div class=\" nav__submenu__item__text\" itemprop=\"name\">\n",
       "Africa</div></a>\n",
       "<a class=\"js-nav-item nav__item nav__submenu__item\" href=\"http://www.lonelyplanet.com/antarctica\" itemprop=\"url\"><div class=\" nav__submenu__item__text\" itemprop=\"name\">\n",
       "Antarctica</div></a>\n",
       "<a class=\"js-nav-item nav__item nav__submenu__item\" href=\"http://www.lonelyplanet.com/asia\" itemprop=\"url\"><div class=\" nav__submenu__item__text\" itemprop=\"name\">\n",
       "Asia</div></a>\n",
       "<a class=\"js-nav-item nav__item nav__submenu__item\" href=\"http://www.lonelyplanet.com/caribbean\" itemprop=\"url\"><div class=\" nav__submenu__item__text\" itemprop=\"name\">\n",
       "Caribbean</div></a>\n",
       "<a class=\"js-nav-item nav__item nav__submenu__item\" href=\"http://www.lonelyplanet.com/central-america\" itemprop=\"url\"><div class=\" nav__submenu__item__text\" itemprop=\"name\">\n",
       "Central America</div></a>\n",
       "<a class=\"js-nav-item nav__item nav__submenu__item\" href=\"http://www.lonelyplanet.com/europe\" itemprop=\"url\"><div class=\" nav__submenu__item__text\" itemprop=\"name\">\n",
       "Europe</div></a>\n",
       "<a class=\"js-nav-item nav__item nav__submenu__item\" href=\"http://www.lonelyplanet.com/middle-east\" itemprop=\"url\"><div class=\" nav__submenu__item__text\" itemprop=\"name\">\n",
       "Middle East</div></a>\n",
       "<a class=\"js-nav-item nav__item nav__submenu__item\" href=\"http://www.lonelyplanet.com/north-america\" itemprop=\"url\"><div class=\" nav__submenu__item__text\" itemprop=\"name\">\n",
       "North America</div></a>\n",
       "<a class=\"js-nav-item nav__item nav__submenu__item\" href=\"http://www.lonelyplanet.com/pacific\" itemprop=\"url\"><div class=\" nav__submenu__item__text\" itemprop=\"name\">\n",
       "Pacific</div></a>\n",
       "<a class=\"js-nav-item nav__item nav__submenu__item\" href=\"http://www.lonelyplanet.com/south-america\" itemprop=\"url\"><div class=\" nav__submenu__item__text\" itemprop=\"name\">\n",
       "South America</div></a>\n",
       "</div>\n",
       "</div>\n",
       "</div>\n",
       "<div class=\"nav__submenu__trigger nav__item nav__item--primary\">\n",
       "<a class=\"js-nav-item nav__item\" href=\"http://www.lonelyplanet.com/inspiration\" itemprop=\"url\"><div class=\"wv--hidden--before nav__submenu__item__text\" itemprop=\"name\">\n",
       "Inspiration</div></a>\n",
       "<div class=\"nav__submenu\">\n",
       "<div class=\"nav--stacked nav__submenu__content js-submenu icon--tapered-arrow-up--after icon--white--after\">\n",
       "<a class=\"js-nav-item nav__item nav__submenu__item\" href=\"http://www.lonelyplanet.com/adventure-travel\" itemprop=\"url\"><div class=\"nav__icon icon--adventure-travel--before nav__submenu__item__text\" itemprop=\"name\">\n",
       "Adventure travel</div></a>\n",
       "<a class=\"js-nav-item nav__item nav__submenu__item\" href=\"http://www.lonelyplanet.com/beaches\" itemprop=\"url\"><div class=\"nav__icon icon--beaches--before nav__submenu__item__text\" itemprop=\"name\">\n",
       "Beaches</div></a>\n",
       "<a class=\"js-nav-item nav__item nav__submenu__item\" href=\"http://www.lonelyplanet.com/budget-travel\" itemprop=\"url\"><div class=\"nav__icon icon--budget-travel--before nav__submenu__item__text\" itemprop=\"name\">\n",
       "Budget travel</div></a>\n",
       "<a class=\"js-nav-item nav__item nav__submenu__item\" href=\"http://www.lonelyplanet.com/coasts-and-islands\" itemprop=\"url\"><div class=\"nav__icon icon--coasts-and-islands--before nav__submenu__item__text\" itemprop=\"name\">\n",
       "Coasts and islands</div></a>\n",
       "<a class=\"js-nav-item nav__item nav__submenu__item\" href=\"http://www.lonelyplanet.com/family-travel\" itemprop=\"url\"><div class=\"nav__icon icon--family-travel--before nav__submenu__item__text\" itemprop=\"name\">\n",
       "Family travel</div></a>\n",
       "<a class=\"js-nav-item nav__item nav__submenu__item\" href=\"http://www.lonelyplanet.com/festivals-and-events\" itemprop=\"url\"><div class=\"nav__icon icon--festivals-and-events--before nav__submenu__item__text\" itemprop=\"name\">\n",
       "Festivals and events</div></a>\n",
       "<a class=\"js-nav-item nav__item nav__submenu__item\" href=\"http://www.lonelyplanet.com/food-and-drink\" itemprop=\"url\"><div class=\"nav__icon icon--food-and-drink--before nav__submenu__item__text\" itemprop=\"name\">\n",
       "Food and drink</div></a>\n",
       "<a class=\"js-nav-item nav__item nav__submenu__item\" href=\"http://www.lonelyplanet.com/honeymoons-and-romance\" itemprop=\"url\"><div class=\"nav__icon icon--honeymoons-and-romance--before nav__submenu__item__text\" itemprop=\"name\">\n",
       "Honeymoons and romance</div></a>\n",
       "<a class=\"js-nav-item nav__item nav__submenu__item\" href=\"http://www.lonelyplanet.com/luxury-travel\" itemprop=\"url\"><div class=\"nav__icon icon--luxury-travel--before nav__submenu__item__text\" itemprop=\"name\">\n",
       "Luxury travel</div></a>\n",
       "<a class=\"js-nav-item nav__item nav__submenu__item\" href=\"http://www.lonelyplanet.com/round-the-world-travel\" itemprop=\"url\"><div class=\"nav__icon icon--round-the-world-travel--before nav__submenu__item__text\" itemprop=\"name\">\n",
       "Round the world travel</div></a>\n",
       "<a class=\"js-nav-item nav__item nav__submenu__item\" href=\"http://www.lonelyplanet.com/wildlife-and-nature\" itemprop=\"url\"><div class=\"nav__icon icon--wildlife-and-nature--before nav__submenu__item__text\" itemprop=\"name\">\n",
       "Wildlife and nature</div></a>\n",
       "</div>\n",
       "</div>\n",
       "</div>\n",
       "<a class=\"js-nav-item nav__item nav__item--primary\" href=\"http://shop.lonelyplanet.com\" itemprop=\"url\"><div class=\"wv--hidden--before nav__submenu__item__text\" itemprop=\"name\">\n",
       "Shop</div></a>\n",
       "<a class=\"js-nav-item nav__item nav__item--primary\" href=\"http://www.lonelyplanet.com/thorntree\" itemprop=\"url\"><div class=\"wv--hidden--before nav__submenu__item__text\" itemprop=\"name\">\n",
       "Thorn Tree Forum</div></a>\n",
       "<div class=\"nav__submenu__trigger nav__item nav__item--primary\">\n",
       "<a class=\"js-nav-item nav__item\" href=\"http://www.lonelyplanet.com/bookings/\" itemprop=\"url\"><div class=\"wv--hidden--before nav__submenu__item__text\" itemprop=\"name\">\n",
       "Bookings</div></a>\n",
       "<div class=\"nav__submenu\">\n",
       "<div class=\"nav--stacked nav__submenu__content js-submenu icon--tapered-arrow-up--after icon--white--after\">\n",
       "<a class=\"js-nav-item nav__item nav__submenu__item\" href=\"http://www.lonelyplanet.com/hotels\" itemprop=\"url\"><div class=\"nav__icon icon--hotel--before nav__submenu__item__text\" itemprop=\"name\">\n",
       "Hotels</div></a>\n",
       "<a class=\"js-nav-item nav__item nav__submenu__item\" href=\"http://www.lonelyplanet.com/flights/\" itemprop=\"url\"><div class=\"nav__icon icon--flights--before nav__submenu__item__text\" itemprop=\"name\">\n",
       "Flights</div></a>\n",
       "<a class=\"js-nav-item nav__item nav__submenu__item\" href=\"http://www.lonelyplanet.com/car-rental/\" itemprop=\"url\"><div class=\"nav__icon icon--car--before nav__submenu__item__text\" itemprop=\"name\">\n",
       "Car rental</div></a>\n",
       "<a class=\"js-nav-item nav__item nav__submenu__item\" href=\"http://www.lonelyplanet.com/adventure-tours/\" itemprop=\"url\"><div class=\"nav__icon icon--tour--before nav__submenu__item__text\" itemprop=\"name\">\n",
       "Adventure tours</div></a>\n",
       "<a class=\"js-nav-item nav__item nav__submenu__item\" href=\"http://www.lonelyplanet.com/sightseeing-tours/\" itemprop=\"url\"><div class=\"nav__icon icon--activity--before nav__submenu__item__text\" itemprop=\"name\">\n",
       "Sightseeing tours</div></a>\n",
       "<a class=\"js-nav-item nav__item nav__submenu__item\" href=\"http://www.lonelyplanet.com/airport-transfers/\" itemprop=\"url\"><div class=\"nav__icon icon--transfers--before nav__submenu__item__text\" itemprop=\"name\">\n",
       "Airport transfers</div></a>\n",
       "</div>\n",
       "</div>\n",
       "</div>\n",
       "<a class=\"js-nav-item nav__item nav__item--primary\" href=\"http://www.lonelyplanet.com/travel-insurance\" itemprop=\"url\"><div class=\"wv--hidden--before nav__submenu__item__text\" itemprop=\"name\">\n",
       "Insurance</div></a>\n",
       "</nav>\n",
       "</div>\n",
       "</div>\n",
       "</div>\n",
       "<div class=\"row row--sponsored row--leaderboard row--leaderboard--header\">\n",
       "<div class=\"ad-leaderboard\">\n",
       "<div class=\"ad-leaderboard__inner\">\n",
       "<div class=\"adunit adunit--leaderboard\" data-size-mapping=\"leaderboard\" data-targeting='{\"position\":\"header\"}'></div>\n",
       "</div>\n",
       "</div>\n",
       "</div>\n",
       "<div class=\"row row--content\" id=\"js-row--content\">\n",
       "<div class=\"row row--secondary\" id=\"js-secondary-nav\">\n",
       "<div class=\"row__inner row__inner--secondary\">\n",
       "<div class=\"split--left row__title--secondary\"><div class=\"icon--place--pin--before js-place-title place-title\"><div class=\"place-title__wrapper\">\n",
       "<span class=\"icon--chevron-down nav__submenu__trigger--icon\"></span>\n",
       "<div class=\"nav__submenu place-title__submenu\">\n",
       "<div class=\"nav--stacked nav__submenu__content js-submenu icon--tapered-arrow-up--after icon--white--after\">\n",
       "<div class=\"nav__submenu__button\">\n",
       "<a class=\"btn btn--linkblue btn--medium btn--full-width\" href=\"/usa/san-diego/places\">\n",
       "See All\n",
       "</a>\n",
       "</div>\n",
       "</div>\n",
       "</div><a class=\"js-place-title-nav place-title--text place-title__heading\" data-slug=\"/usa/san-diego\" href=\"/usa/san-diego\">San Diego</a></div><span class=\"place-title__separator\">/</span><div class=\"place-title__wrapper\">\n",
       "<span class=\"icon--chevron-down nav__submenu__trigger--icon\"></span><div class=\"nav__submenu place-title__submenu\">\n",
       "<div class=\"nav--stacked nav__submenu__content js-submenu icon--tapered-arrow-up--after icon--white--after\">\n",
       "<div class=\"nav__submenu__button\">\n",
       "<a class=\"btn btn--linkblue btn--medium btn--full-width\" href=\"/usa/places\">\n",
       "See All\n",
       "</a>\n",
       "</div>\n",
       "</div>\n",
       "</div><a class=\"js-place-title-nav place-title--text place-title__parent\" data-slug=\"/usa\" href=\"/usa\">USA</a></div></div></div>\n",
       "<script id=\"tmpl-nav-item\" type=\"text-mustache\">\n",
       "<a class='has-image js-nav-item nav__item nav__submenu__item place-title__submenu__item' href='/{{slug}}' itemprop='url'><img alt='{{title}}' class='nav__submenu__item--image' src='{{image_url}}'>\n",
       "<div class=' nav__submenu__item__text' itemprop='name'>\n",
       "{{title}}</div></a>\n",
       "\n",
       "</script>\n",
       "<script id=\"tmpl-nav-item-no-image\" type=\"text-mustache\">\n",
       "<a class='js-nav-item nav__item nav__submenu__item place-title__submenu__item--no-image' href='/{{slug}}' itemprop='url'><div class='nav__icon icon--destination--pin--before  nav__submenu__item__text' itemprop='name'>\n",
       "{{title}}</div></a>\n",
       "\n",
       "</script>\n",
       "<div class=\"nav--secondary__container\">\n",
       "<div class=\"nav--secondary nav__tabs wv--hidden-block\">\n",
       "<div class=\"grid-wrapper--0\">\n",
       "<div class=\"col--one-half\">\n",
       "<div class=\"nav--secondary__col nav--secondary__title copy--h4\">\n",
       "Things to do\n",
       "</div>\n",
       "</div>\n",
       "<div class=\"col--one-half\">\n",
       "<a class=\"nav--secondary__other-toggle nav--secondary__col js-toggle-active\" data-toggle-me=\"true\" data-toggle-target=\".js-secondary-nav-other-menu\">\n",
       "Other sections\n",
       "<span class=\"nav--secondary__other-toggle--icon icon--chevron-down icon--body-grey\"></span>\n",
       "<span class=\"nav--secondary__other-toggle--icon icon--chevron-up icon--body-grey\"></span>\n",
       "</a>\n",
       "</div>\n",
       "</div>\n",
       "</div>\n",
       "<nav aria-label=\"Category navigation\" class=\"wv--split--right wv--block nav--secondary js-secondary-nav-other-menu\" itemscope=\"itemscope\" itemtype=\"http://schema.org/SiteNavigationElement\" role=\"navigation\">\n",
       "<h6 class=\"accessibility\">Category navigation</h6>\n",
       "<div class=\"split--right__inner wv--nav--inline\">\n",
       "<a class=\"js-nav-item nav__item nav__item--secondary\" href=\"/usa/san-diego\" itemprop=\"url\"><div class=\"wv--hidden--before nav__submenu__item__text\" itemprop=\"name\">\n",
       "Highlights</div></a>\n",
       "<a class=\"js-nav-item nav__item nav__item--secondary\" href=\"/usa/san-diego/places\" itemprop=\"url\"><div class=\"wv--hidden--before nav__submenu__item__text\" itemprop=\"name\">\n",
       "Places</div></a>\n",
       "<a aria-label=\"Current page\" class=\"is-current js-nav-item nav__item nav__item--secondary\" href=\"/usa/san-diego/things-to-do\" itemprop=\"url\"><div class=\"wv--hidden--before nav__submenu__item__text\" itemprop=\"name\">\n",
       "Things to do</div></a>\n",
       "<a class=\"js-nav-item nav__item nav__item--secondary\" href=\"/usa/san-diego/hotels\" itemprop=\"url\"><div class=\"wv--hidden--before nav__submenu__item__text\" itemprop=\"name\">\n",
       "Hotels</div></a>\n",
       "<a class=\"js-nav-item nav__item nav__item--secondary\" href=\"/usa/san-diego/practical-information/health\" itemprop=\"url\"><div class=\"wv--hidden--before nav__submenu__item__text\" itemprop=\"name\">\n",
       "Essential information</div></a>\n",
       "<a class=\"js-nav-item nav__item nav__item--secondary\" href=\"/usa/san-diego/travel-tips-and-articles\" itemprop=\"url\"><div class=\"wv--hidden--before nav__submenu__item__text\" itemprop=\"name\">\n",
       "Tips &amp; articles</div></a>\n",
       "<a class=\"js-nav-item nav__item nav__item--secondary\" href=\"/usa/san-diego/images\" itemprop=\"url\"><div class=\"wv--hidden--before nav__submenu__item__text\" itemprop=\"name\">\n",
       "Image gallery</div></a>\n",
       "</div>\n",
       "</nav>\n",
       "</div>\n",
       "</div>\n",
       "</div>\n",
       "<div class=\"row__inner row__inner--content\">\n",
       "<div class=\"grid-wrapper--10\" data-filter-subcategory=\"false\" id=\"js-card-holder\">\n",
       "<div class=\"nav--left wv--table\" id=\"js-left-nav\">\n",
       "<div id=\"js-stack-list-aside\">\n",
       "<div class=\"card nav--left__group\">\n",
       "<a class=\"nav--left__item js-all-item\" data-item-kind=\"stack:all\" href=\"/usa/san-diego/things-to-do\">\n",
       "All things to do in San Diego\n",
       "<span class=\"nav--left__item__facet\">(560)</span>\n",
       "</a>\n",
       "</div>\n",
       "<div class=\"card nav--left__group nav--left__group--linked\">\n",
       "<label class=\"nav--left__title copy--h5\" for=\"ac-\">\n",
       "Collections\n",
       "</label>\n",
       "<a class=\"nav--left__item js--item icon--chevron-right--after\" data-item-kind=\"stack:\" href=\"/usa/san-diego/things-to-do/top-things-to-do-in-san-diego\">\n",
       "Top things to do in San Diego\n",
       "</a>\n",
       "</div>\n",
       "<div class=\"card nav--left__group nav--left__group--linked\">\n",
       "<label class=\"nav--left__title copy--h5\" for=\"ac-\">\n",
       "Types\n",
       "</label>\n",
       "<a class=\"nav--left__item js--item nav--left__item--icon icon--restaurant--before icon--chevron-right--after\" data-item-kind=\"stack:\" href=\"/usa/san-diego/restaurants\">\n",
       "Restaurants\n",
       "<span class=\"nav--left__item__facet\">(124)</span>\n",
       "</a>\n",
       "<a class=\"nav--left__item js--item is-active nav--left__item--icon icon--sight--before icon--chevron-right--after\" data-item-kind=\"stack:\" href=\"/usa/san-diego/sights\">\n",
       "Sights\n",
       "<span class=\"nav--left__item__facet\">(111)</span>\n",
       "</a>\n",
       "<a class=\"nav--left__item js--item nav--left__item--icon icon--activity--before icon--chevron-right--after\" data-item-kind=\"stack:\" href=\"/usa/san-diego/activities\">\n",
       "Activities\n",
       "<span class=\"nav--left__item__facet\">(95)</span>\n",
       "</a>\n",
       "<a class=\"nav--left__item js--item nav--left__item--icon icon--entertainment--before icon--chevron-right--after\" data-item-kind=\"stack:\" href=\"/usa/san-diego/entertainment-nightlife\">\n",
       "Entertainment\n",
       "<span class=\"nav--left__item__facet\">(83)</span>\n",
       "</a>\n",
       "<a class=\"nav--left__item js--item nav--left__item--icon icon--shopping--before icon--chevron-right--after\" data-item-kind=\"stack:\" href=\"/usa/san-diego/shopping\">\n",
       "Shopping\n",
       "<span class=\"nav--left__item__facet\">(30)</span>\n",
       "</a>\n",
       "<a class=\"nav--left__item js--item nav--left__item--icon icon--transport--before icon--chevron-right--after\" data-item-kind=\"stack:\" href=\"/usa/san-diego/transport\">\n",
       "Transport\n",
       "<span class=\"nav--left__item__facet\">(28)</span>\n",
       "</a>\n",
       "<a class=\"nav--left__item js--item nav--left__item--icon icon--event--before icon--chevron-right--after\" data-item-kind=\"stack:\" href=\"/usa/san-diego/events\">\n",
       "Events\n",
       "<span class=\"nav--left__item__facet\">(15)</span>\n",
       "</a>\n",
       "<a class=\"nav--left__item js--item nav--left__item--icon icon--tour--before icon--chevron-right--after\" data-item-kind=\"stack:\" href=\"/usa/san-diego/tours\">\n",
       "Tours\n",
       "<span class=\"nav--left__item__facet\">(6)</span>\n",
       "</a>\n",
       "</div>\n",
       "</div>\n",
       "</div>\n",
       "<div class=\"js-stack stack\">\n",
       "<div class=\"stack__intro js-stack-intro\">\n",
       "<div class=\"card card--page\">\n",
       "<div class=\"card--page__header\">\n",
       "<div class=\"split--right\">\n",
       "<div class=\"stack__intro__filter flyout-container split--right__inner\">\n",
       "<span class=\"stack__intro__filter btn btn--clear btn--medium btn--outline btn--icon icon--filter--before js-toggle-active\" data-toggle-me=\"true\" data-toggle-target=\".js-filter-flyout\">\n",
       "Filter\n",
       "<span class=\"filter__facet\" id=\"js-ttd-facet\">\n",
       "</span>\n",
       "</span>\n",
       "<div class=\"flyout theme--dark icon--tapered-arrow-up--after js-filter-flyout\">\n",
       "<form action=\"\" id=\"js-ttd-filters\">\n",
       "<div class=\"stack__filter__inner context--content\">\n",
       "<h4 class=\"copy--h4\">Types</h4>\n",
       "<div class=\"grid-wrapper--10\">\n",
       "<div class=\"col--one-half stack__filter__item\">\n",
       "<input class=\"hidden-input\" id=\"filter--subcategory__museums-galleries\" name=\"filters[subcategory][museums-galleries]\" type=\"checkbox\"/>\n",
       "<label class=\"faux--input__checkbox js-filter-label\" for=\"filter--subcategory__museums-galleries\">\n",
       "Museums &amp; galleries\n",
       "</label>\n",
       "</div>\n",
       "<div class=\"col--one-half stack__filter__item\">\n",
       "<input class=\"hidden-input\" id=\"filter--subcategory__architecture\" name=\"filters[subcategory][architecture]\" type=\"checkbox\"/>\n",
       "<label class=\"faux--input__checkbox js-filter-label\" for=\"filter--subcategory__architecture\">\n",
       "Architecture\n",
       "</label>\n",
       "</div>\n",
       "<div class=\"col--one-half stack__filter__item\">\n",
       "<input class=\"hidden-input\" id=\"filter--subcategory__beaches-islands-waterfronts\" name=\"filters[subcategory][beaches-islands-waterfronts]\" type=\"checkbox\"/>\n",
       "<label class=\"faux--input__checkbox js-filter-label\" for=\"filter--subcategory__beaches-islands-waterfronts\">\n",
       "Beaches, islands &amp; waterfronts\n",
       "</label>\n",
       "</div>\n",
       "<div class=\"col--one-half stack__filter__item\">\n",
       "<input class=\"hidden-input\" id=\"filter--subcategory__parks-gardens\" name=\"filters[subcategory][parks-gardens]\" type=\"checkbox\"/>\n",
       "<label class=\"faux--input__checkbox js-filter-label\" for=\"filter--subcategory__parks-gardens\">\n",
       "Parks &amp; gardens \n",
       "</label>\n",
       "</div>\n",
       "<div class=\"col--one-half stack__filter__item\">\n",
       "<input class=\"hidden-input\" id=\"filter--subcategory__arts-culture-literary\" name=\"filters[subcategory][arts-culture-literary]\" type=\"checkbox\"/>\n",
       "<label class=\"faux--input__checkbox js-filter-label\" for=\"filter--subcategory__arts-culture-literary\">\n",
       "Arts, culture &amp; literary\n",
       "</label>\n",
       "</div>\n",
       "<div class=\"col--one-half stack__filter__item\">\n",
       "<input class=\"hidden-input\" id=\"filter--subcategory__nature-wildlife\" name=\"filters[subcategory][nature-wildlife]\" type=\"checkbox\"/>\n",
       "<label class=\"faux--input__checkbox js-filter-label\" for=\"filter--subcategory__nature-wildlife\">\n",
       "Nature &amp; wildlife\n",
       "</label>\n",
       "</div>\n",
       "<div class=\"col--one-half stack__filter__item\">\n",
       "<input class=\"hidden-input\" id=\"filter--subcategory__historic\" name=\"filters[subcategory][historic]\" type=\"checkbox\"/>\n",
       "<label class=\"faux--input__checkbox js-filter-label\" for=\"filter--subcategory__historic\">\n",
       "Historic\n",
       "</label>\n",
       "</div>\n",
       "<div class=\"col--one-half stack__filter__item\">\n",
       "<input class=\"hidden-input\" id=\"filter--subcategory__religious\" name=\"filters[subcategory][religious]\" type=\"checkbox\"/>\n",
       "<label class=\"faux--input__checkbox js-filter-label\" for=\"filter--subcategory__religious\">\n",
       "Religious\n",
       "</label>\n",
       "</div>\n",
       "<div class=\"col--one-half stack__filter__item\">\n",
       "<input class=\"hidden-input\" id=\"filter--subcategory__sporting-venues\" name=\"filters[subcategory][sporting-venues]\" type=\"checkbox\"/>\n",
       "<label class=\"faux--input__checkbox js-filter-label\" for=\"filter--subcategory__sporting-venues\">\n",
       "Sporting venues\n",
       "</label>\n",
       "</div>\n",
       "<div class=\"col--one-half stack__filter__item\">\n",
       "<input class=\"hidden-input\" id=\"filter--subcategory__other\" name=\"filters[subcategory][other]\" type=\"checkbox\"/>\n",
       "<label class=\"faux--input__checkbox js-filter-label\" for=\"filter--subcategory__other\">\n",
       "Other\n",
       "</label>\n",
       "</div>\n",
       "</div>\n",
       "</div>\n",
       "<div class=\"stack__filter__inner no-js-visible\">\n",
       "<input class=\"btn\" type=\"submit\" value=\"Submit\"/>\n",
       "</div>\n",
       "</form>\n",
       "</div>\n",
       "</div>\n",
       "</div>\n",
       "<h1 class=\"copy--h1 js-copy-title\">\n",
       "Sights in San Diego\n",
       "</h1>\n",
       "</div>\n",
       "</div>\n",
       "</div>\n",
       "<div class=\"stack__content js-stack-content\" role=\"main\">\n",
       "<div class=\"grid-wrapper--10 results\" id=\"js-results\">\n",
       "<article class=\"card js-card card--sight card--tall card--fixed card--standard card--single card--control card--has-img card--no-price card--no-footer\">\n",
       "<div class=\"card__mask\">\n",
       "<a class=\"\" href=\"/usa/san-diego/sights/nature-wildlife/san-diego-zoo\">\n",
       "<figure class=\"card__figure\">\n",
       "<img class=\"card__figure__img\" src=\"//images-resrc.staticlp.com/S=W192,U/C=W192,H185,X0,Y0/O=85/http://media.lonelyplanet.com/a/g/hi/t/6f1e2436396dd62b887e157d151b6e54-san-diego-zoo.jpg\"/>\n",
       "</figure>\n",
       "<div class=\"card__content\">\n",
       "<div class=\"card__content__ribbon icon--top-pick\">\n",
       "<div class=\"accessibility\">Top Pick</div>\n",
       "</div>\n",
       "<div class=\"card__content__context\">\n",
       "Nature &amp; Wildlife\n",
       "</div>\n",
       "<h1 class=\"card__content__title js-prerender-title\">\n",
       "San Diego Zoo\n",
       "</h1>\n",
       "<div class=\"card__content__desc\">\n",
       "<p>\n",
       "\n",
       "This justifiably famous zoo is one of SoCal’s biggest attractions, showing more than 3000 animals representing over 800 species in a beautifully landscaped setting, typically in enclosures that replicate their natura...\n",
       "</p>\n",
       "</div>\n",
       "</div>\n",
       "<div class=\"card__footer\">\n",
       "</div>\n",
       "</a>\n",
       "</div>\n",
       "</article>\n",
       "<article class=\"card js-card card--sight card--tall card--fixed card--standard card--single card--control card--has-img card--no-price card--no-footer\">\n",
       "<div class=\"card__mask\">\n",
       "<a class=\"\" href=\"/usa/san-diego/sights/architecture/hotel-del-coronado\">\n",
       "<figure class=\"card__figure\">\n",
       "<img class=\"card__figure__img\" src=\"//images-resrc.staticlp.com/S=H185,U/C=W192,H185,XOF50,Y0/O=85/http://media.lonelyplanet.com/a/g/hi/t/82467bffab78b9637cff04f62688f971-hotel-del-coronado.jpg\"/>\n",
       "</figure>\n",
       "<div class=\"card__content\">\n",
       "<div class=\"card__content__ribbon icon--top-pick\">\n",
       "<div class=\"accessibility\">Top Pick</div>\n",
       "</div>\n",
       "<div class=\"card__content__context\">\n",
       "Architecture\n",
       "</div>\n",
       "<h1 class=\"card__content__title js-prerender-title\">\n",
       "Hotel del Coronado\n",
       "</h1>\n",
       "<div class=\"card__content__desc\">\n",
       "<p>\n",
       "\n",
       "Few hotels in the world are as easily recognized or as much loved as the ‘The Del...\n",
       "</p>\n",
       "</div>\n",
       "</div>\n",
       "<div class=\"card__footer\">\n",
       "</div>\n",
       "</a>\n",
       "</div>\n",
       "</article>\n",
       "<article class=\"card js-card card--sight card--tall card--fixed card--standard card--single card--control card--no-img card--no-price card--no-footer\">\n",
       "<div class=\"card__mask\">\n",
       "<a class=\"\" href=\"/usa/san-diego/sights/historic/old-town-state-historic-park\">\n",
       "<div class=\"card__content\">\n",
       "<div class=\"card__content__ribbon icon--top-pick\">\n",
       "<div class=\"accessibility\">Top Pick</div>\n",
       "</div>\n",
       "<div class=\"card__content__context\">\n",
       "Historic\n",
       "</div>\n",
       "<h1 class=\"card__content__title js-prerender-title\">\n",
       "Old Town State Historic Park\n",
       "</h1>\n",
       "<div class=\"card__content__desc\">\n",
       "<p>\n",
       "\n",
       "This park has an excellent history museum in the Robinson-Rose House  at the southern end of the plaza...\n",
       "</p>\n",
       "</div>\n",
       "</div>\n",
       "<div class=\"card__footer\">\n",
       "</div>\n",
       "</a>\n",
       "</div>\n",
       "</article>\n",
       "<article class=\"card js-card card--sight card--tall card--fixed card--standard card--single card--control card--no-img card--no-price card--no-footer\">\n",
       "<div class=\"card__mask\">\n",
       "<a class=\"\" href=\"/usa/san-diego/sights/museums-galleries/uss-midway-museum\">\n",
       "<div class=\"card__content\">\n",
       "<div class=\"card__content__ribbon icon--top-pick\">\n",
       "<div class=\"accessibility\">Top Pick</div>\n",
       "</div>\n",
       "<div class=\"card__content__context\">\n",
       "Museums &amp; Galleries\n",
       "</div>\n",
       "<h1 class=\"card__content__title js-prerender-title\">\n",
       "USS Midway Museum\n",
       "</h1>\n",
       "<div class=\"card__content__desc\">\n",
       "<p>\n",
       "\n",
       "The giant aircraft carrier USS Midway  was one of the navy’s flagships from 1945 to 1991, last playing a combat role in the first Gulf War...\n",
       "</p>\n",
       "</div>\n",
       "</div>\n",
       "<div class=\"card__footer\">\n",
       "</div>\n",
       "</a>\n",
       "</div>\n",
       "</article>\n",
       "<article class=\"card js-card card--sight card--tall card--fixed card--standard card--single card--control card--no-img card--no-price card--no-footer\">\n",
       "<div class=\"card__mask\">\n",
       "<a class=\"\" href=\"/usa/san-diego/sights/museums-galleries/maritime-museum\">\n",
       "<div class=\"card__content\">\n",
       "<div class=\"card__content__ribbon icon--top-pick\">\n",
       "<div class=\"accessibility\">Top Pick</div>\n",
       "</div>\n",
       "<div class=\"card__content__context\">\n",
       "Museums &amp; Galleries\n",
       "</div>\n",
       "<h1 class=\"card__content__title js-prerender-title\">\n",
       "Maritime Museum\n",
       "</h1>\n",
       "<div class=\"card__content__desc\">\n",
       "<p>\n",
       "\n",
       "This museum is easy to find: look for the 100ft-high masts of the iron-hulled square-rigger Star of India...\n",
       "</p>\n",
       "</div>\n",
       "</div>\n",
       "<div class=\"card__footer\">\n",
       "</div>\n",
       "</a>\n",
       "</div>\n",
       "</article>\n",
       "<article class=\"card js-card card--sight card--tall card--fixed card--standard card--single card--control card--no-img card--no-price card--no-footer\">\n",
       "<div class=\"card__mask\">\n",
       "<a class=\"\" href=\"/usa/san-diego/sights/museums-galleries/new-childrens-museum\">\n",
       "<div class=\"card__content\">\n",
       "<div class=\"card__content__ribbon icon--top-pick\">\n",
       "<div class=\"accessibility\">Top Pick</div>\n",
       "</div>\n",
       "<div class=\"card__content__context\">\n",
       "Museums &amp; Galleries\n",
       "</div>\n",
       "<h1 class=\"card__content__title js-prerender-title\">\n",
       "New Children’s Museum\n",
       "</h1>\n",
       "<div class=\"card__content__desc\">\n",
       "<p>\n",
       "\n",
       "This interactive children’s museum is new both chronologically (opened 2008) and conceptually, in that it's interactive art meant for kids...\n",
       "</p>\n",
       "</div>\n",
       "</div>\n",
       "<div class=\"card__footer\">\n",
       "</div>\n",
       "</a>\n",
       "</div>\n",
       "</article>\n",
       "<div class=\"card js-card card--sponsored card--tall card--fixed card--standard card--double card--control card--no-img card--no-price card--no-footer card--sponsored--mpu js-card-sponsored\">\n",
       "<div class=\"card__mask\">\n",
       "<div class=\"card__content\">\n",
       "<div class=\"adunit adunit--mpu\" data-extension=\"stackMPU\" data-size-mapping=\"mpu-double\" data-targeting='{\"position\":\"stack\"}'></div>\n",
       "</div>\n",
       "</div>\n",
       "<div class=\"tag--horizontal tag--horizontal--left\">\n",
       "Advertisement\n",
       "</div>\n",
       "</div>\n",
       "<article class=\"card js-card card--sight card--tall card--fixed card--standard card--single card--control card--no-img card--no-price card--no-footer\">\n",
       "<div class=\"card__mask\">\n",
       "<a class=\"\" href=\"/usa/san-diego/sights/arts-culture-literary/san-diego-main-library\">\n",
       "<div class=\"card__content\">\n",
       "<div class=\"card__content__ribbon icon--top-pick\">\n",
       "<div class=\"accessibility\">Top Pick</div>\n",
       "</div>\n",
       "<div class=\"card__content__context\">\n",
       "Arts, Culture &amp; Literary\n",
       "</div>\n",
       "<h1 class=\"card__content__title js-prerender-title\">\n",
       "San Diego Main Library\n",
       "</h1>\n",
       "<div class=\"card__content__desc\">\n",
       "<p>\n",
       "\n",
       "A couple blocks east of Petco Park, the city's newest landmark (2013) is a beauty...\n",
       "</p>\n",
       "</div>\n",
       "</div>\n",
       "<div class=\"card__footer\">\n",
       "</div>\n",
       "</a>\n",
       "</div>\n",
       "</article>\n",
       "<article class=\"card js-card card--sight card--tall card--fixed card--standard card--single card--control card--no-img card--no-price card--no-footer\">\n",
       "<div class=\"card__mask\">\n",
       "<a class=\"\" href=\"/usa/san-diego/sights/arts-culture-literary/spreckels-organ-pavilion\">\n",
       "<div class=\"card__content\">\n",
       "<div class=\"card__content__ribbon icon--top-pick\">\n",
       "<div class=\"accessibility\">Top Pick</div>\n",
       "</div>\n",
       "<div class=\"card__content__context\">\n",
       "Arts, Culture &amp; Literary\n",
       "</div>\n",
       "<h1 class=\"card__content__title js-prerender-title\">\n",
       "Spreckels Organ Pavilion\n",
       "</h1>\n",
       "<div class=\"card__content__desc\">\n",
       "<p>\n",
       "\n",
       "Going south from Plaza de Panama, you can’t miss the circle of seating and the curved colonnade in front of the band shell housing the organ said to be the world’s largest outdoor musical instrument...\n",
       "</p>\n",
       "</div>\n",
       "</div>\n",
       "<div class=\"card__footer\">\n",
       "</div>\n",
       "</a>\n",
       "</div>\n",
       "</article>\n",
       "<article class=\"card js-card card--sight card--tall card--fixed card--standard card--single card--control card--no-img card--no-price card--no-footer\">\n",
       "<div class=\"card__mask\">\n",
       "<a class=\"\" href=\"/usa/san-diego/sights/museums-galleries/museum-contemporary-art-san-diego-la-jolla\">\n",
       "<div class=\"card__content\">\n",
       "<div class=\"card__content__ribbon icon--top-pick\">\n",
       "<div class=\"accessibility\">Top Pick</div>\n",
       "</div>\n",
       "<div class=\"card__content__context\">\n",
       "Museums &amp; Galleries\n",
       "</div>\n",
       "<h1 class=\"card__content__title js-prerender-title\">\n",
       "Museum of Contemporary Art San Diego – La Jolla\n",
       "</h1>\n",
       "<div class=\"card__content__desc\">\n",
       "<p>\n",
       "\n",
       "La Jolla’s branch of this museum gets changing, world-class exhibitions...\n",
       "</p>\n",
       "</div>\n",
       "</div>\n",
       "<div class=\"card__footer\">\n",
       "</div>\n",
       "</a>\n",
       "</div>\n",
       "</article>\n",
       "<article class=\"card js-card card--sight card--tall card--fixed card--standard card--single card--control card--no-img card--no-price card--no-footer\">\n",
       "<div class=\"card__mask\">\n",
       "<a class=\"\" href=\"/usa/san-diego/sights/museums-galleries/mingei-international-museum\">\n",
       "<div class=\"card__content\">\n",
       "<div class=\"card__content__ribbon icon--top-pick\">\n",
       "<div class=\"accessibility\">Top Pick</div>\n",
       "</div>\n",
       "<div class=\"card__content__context\">\n",
       "Museums &amp; Galleries\n",
       "</div>\n",
       "<h1 class=\"card__content__title js-prerender-title\">\n",
       "Mingei International Museum\n",
       "</h1>\n",
       "<div class=\"card__content__desc\">\n",
       "<p>\n",
       "\n",
       "A rare New Zealand kauri tree (a fragrant evergreen with flat leaves) marks the entrance to this diverse collection of folk art, costumes, toys, jewelry, utensils and other handmade objects from traditional cultures ...\n",
       "</p>\n",
       "</div>\n",
       "</div>\n",
       "<div class=\"card__footer\">\n",
       "</div>\n",
       "</a>\n",
       "</div>\n",
       "</article>\n",
       "<article class=\"card js-card card--sight card--tall card--fixed card--standard card--single card--control card--no-img card--no-price card--no-footer\">\n",
       "<div class=\"card__mask\">\n",
       "<a class=\"\" href=\"/usa/san-diego/sights/museums-galleries/california-surf-museum/item-a-1424314-id\">\n",
       "<div class=\"card__content\">\n",
       "<div class=\"card__content__ribbon icon--top-pick\">\n",
       "<div class=\"accessibility\">Top Pick</div>\n",
       "</div>\n",
       "<div class=\"card__content__context\">\n",
       "Museums &amp; Galleries\n",
       "</div>\n",
       "<h1 class=\"card__content__title js-prerender-title\">\n",
       "California Surf Museum\n",
       "</h1>\n",
       "<div class=\"card__content__desc\">\n",
       "<p>\n",
       "\n",
       "It's easy to spend an hour in this heartfelt museum of surf artifacts, from a timeline of surfing history to surf-themed art and a radical collection of boards, including the one chomped by a shark when it ate the ar...\n",
       "</p>\n",
       "</div>\n",
       "</div>\n",
       "<div class=\"card__footer\">\n",
       "</div>\n",
       "</a>\n",
       "</div>\n",
       "</article>\n",
       "<article class=\"card js-card card--sight card--tall card--fixed card--standard card--single card--control card--no-img card--no-price card--no-footer\">\n",
       "<div class=\"card__mask\">\n",
       "<a class=\"\" href=\"/usa/san-diego/sights/natural-landmarks/cave-store/item-a-1400178-id\">\n",
       "<div class=\"card__content\">\n",
       "<div class=\"card__content__ribbon icon--top-pick\">\n",
       "<div class=\"accessibility\">Top Pick</div>\n",
       "</div>\n",
       "<div class=\"card__content__context\">\n",
       "Natural Landmarks\n",
       "</div>\n",
       "<h1 class=\"card__content__title js-prerender-title\">\n",
       "Cave Store\n",
       "</h1>\n",
       "<div class=\"card__content__desc\">\n",
       "<p>\n",
       "\n",
       "Waves have carved a series of caves into the sandstone cliffs east of La Jolla Cove. The largest is called Sunny Jim Cave , which you can access via this store...\n",
       "</p>\n",
       "</div>\n",
       "</div>\n",
       "<div class=\"card__footer\">\n",
       "</div>\n",
       "</a>\n",
       "</div>\n",
       "</article>\n",
       "<div class=\"card js-card card--sponsored card--tall card--fixed card--standard card--single card--control card--no-img card--no-price card--no-footer card--sponsored--traffic-driver js-card-sponsored\">\n",
       "<div class=\"card__mask\">\n",
       "<div class=\"card__content\">\n",
       "<div class=\"adunit adunit--traffic-driver\" data-size-mapping=\"traffic-driver\" data-targeting='{\"position\":null}'></div>\n",
       "</div>\n",
       "</div>\n",
       "<div class=\"tag--horizontal tag--horizontal--left\">\n",
       "Promotion\n",
       "</div>\n",
       "</div>\n",
       "<div class=\"card js-card card--sponsored card--tall card--fixed card--standard card--single card--control card--no-img card--no-price card--no-footer card--sponsored--adSense js-card-sponsored\">\n",
       "<div class=\"card__mask\">\n",
       "<div class=\"card__content\">\n",
       "<div id=\"js-ad-adSense\">\n",
       "<ins class=\"adsbygoogle\" data-ad-client=\"ca-pub-7817033512402772\" data-ad-slot=\"2903404846\" style=\"display:inline-block;width:162px;height:312px\"></ins>\n",
       "</div>\n",
       "</div>\n",
       "</div>\n",
       "<div class=\"tag--horizontal tag--horizontal--left\">\n",
       "Advertisement\n",
       "</div>\n",
       "</div>\n",
       "<div class=\"js-preloader preloader\">\n",
       "<div class=\"preloader__disc\">\n",
       "<div class=\"preloader__disc--coloured preloader__disc--blue\"></div>\n",
       "</div>\n",
       "<div class=\"preloader__disc\">\n",
       "<div class=\"preloader__disc--coloured preloader__disc--red\"></div>\n",
       "</div>\n",
       "<div class=\"preloader__disc\">\n",
       "<div class=\"preloader__disc--coloured preloader__disc--green\"></div>\n",
       "</div>\n",
       "<div class=\"preloader__disc\">\n",
       "<div class=\"preloader__disc--coloured preloader__disc--orange\"></div>\n",
       "</div>\n",
       "<div class=\"preloader__cover\"></div>\n",
       "</div>\n",
       "</div>\n",
       "</div>\n",
       "<div class=\"stack__footer\">\n",
       "<div class=\"expanded-pagination\">\n",
       "<ul>\n",
       "<li class=\"obj-list__item prev\">\n",
       "<span>‹ Prev</span>\n",
       "</li>\n",
       "<li class=\"obj-list__item current\">\n",
       "<span>1</span>\n",
       "</li>\n",
       "<li class=\"obj-list__item\">\n",
       "<a class=\"js-page-link\" href=\"/usa/san-diego/sights?page=2\">2</a>\n",
       "</li>\n",
       "<li class=\"obj-list__item\">\n",
       "<a class=\"js-page-link\" href=\"/usa/san-diego/sights?page=3\">3</a>\n",
       "</li>\n",
       "<li class=\"obj-list__item\">\n",
       "<a class=\"js-page-link\" href=\"/usa/san-diego/sights?page=4\">4</a>\n",
       "</li>\n",
       "<li class=\"obj-list__item\">\n",
       "<a class=\"js-page-link\" href=\"/usa/san-diego/sights?page=5\">5</a>\n",
       "</li>\n",
       "<li class=\"obj-list__item\">\n",
       "<a class=\"js-page-link\" href=\"/usa/san-diego/sights?page=6\">6</a>\n",
       "</li>\n",
       "<li class=\"obj-list__item\">\n",
       "<a class=\"js-page-link\" href=\"/usa/san-diego/sights?page=7\">7</a>\n",
       "</li>\n",
       "<li class=\"obj-list__item current next\">\n",
       "<a class=\"js-next-page\" href=\"/usa/san-diego/sights?page=2\">Next ›</a>\n",
       "</li>\n",
       "</ul>\n",
       "</div>\n",
       "</div>\n",
       "</div>\n",
       "</div>\n",
       "</div>\n",
       "</div>\n",
       "<div class=\"row row--footer row--breadcrumbs\" id=\"js-breadcrumbs\">\n",
       "<div class=\"row__inner row__inner--footer\">\n",
       "<div class=\"nav--inline\" itemscope=\"\" itemtype=\"http://data-vocabulary.org/Breadcrumb\">\n",
       "<a class=\"nav__item nav__item--breadcrumbs--home icon--home\" href=\"/\" itemprop=\"url\">Home</a>\n",
       "<a class=\"nav__item js-nav-item nav__item--breadcrumbs\" href=\"http://www.lonelyplanet.com/americas\" itemprop=\"url\">\n",
       "Americas\n",
       "</a>\n",
       "<a class=\"nav__item js-nav-item nav__item--breadcrumbs\" href=\"http://www.lonelyplanet.com/north-america\" itemprop=\"url\">\n",
       "North America\n",
       "</a>\n",
       "<a class=\"nav__item js-nav-item nav__item--breadcrumbs\" href=\"http://www.lonelyplanet.com/usa\" itemprop=\"url\">\n",
       "USA\n",
       "</a>\n",
       "<a class=\"nav__item js-nav-item nav__item--breadcrumbs\" href=\"http://www.lonelyplanet.com/usa/california\" itemprop=\"url\">\n",
       "California\n",
       "</a>\n",
       "<a class=\"nav__item js-nav-item nav__item--breadcrumbs\" href=\"http://www.lonelyplanet.com/usa/california/los-angeles-san-diego-southern-california\" itemprop=\"url\">\n",
       "Los Angeles, San Diego &amp; Southern California\n",
       "</a>\n",
       "<a class=\"nav__item js-nav-item nav__item--breadcrumbs\" href=\"http://www.lonelyplanet.com/usa/california/san-diego-around\" itemprop=\"url\">\n",
       "San Diego &amp; Around\n",
       "</a>\n",
       "<span class=\"current js-nav-item nav__item nav__item--breadcrumbs\">\n",
       "San Diego\n",
       "</span>\n",
       "</div>\n",
       "</div>\n",
       "</div>\n",
       "<div class=\"wrapper--footer js-wrapper\">\n",
       "<nav aria-label=\"Sitemap\" class=\"row row--sitemap\" id=\"js-footer-nav\" itemscope=\"itemscope\" itemtype=\"http://schema.org/SiteNavigationElement\" role=\"navigation\">\n",
       "<h6 class=\"accessibility\">Sitemap</h6>\n",
       "<div class=\"row__inner row--sitemap__inner row__inner--full-width\">\n",
       "<div class=\"col--footer--last\">\n",
       "<span class=\"title--footer title--list--footer\">\n",
       "Newsletter sign up\n",
       "</span>\n",
       "<p class=\"nav__item--footer\">\n",
       "<strong>\n",
       "Subscribe now\n",
       "</strong>\n",
       "and receive a\n",
       "<strong>\n",
       "20% discount\n",
       "</strong>\n",
       "on your next guidebook purchase\n",
       "</p>\n",
       "<form action=\"//www.lonelyplanet.com/newsletter/form-submission.php\" class=\"newsletter--footer\" method=\"post\">\n",
       "<label class=\"polyfill--placeholder newsletter--placeholder\">Email</label>\n",
       "<input autocomplete=\"off\" class=\"input--small--newsletter\" id=\"newsletter-email\" name=\"sailthru_email\" placeholder=\"your@email.com\" required=\"required\" type=\"text\"/>\n",
       "<input name=\"Source\" type=\"hidden\" value=\"homepagefooter\"/>\n",
       "<input name=\"type\" type=\"hidden\" value=\"subscribe\"/>\n",
       "<div class=\"dropdown dropdown--country js-select-group-manager\">\n",
       "<label class=\"dropdown__value dropdown__value--country js-select-overlay icon--chevron-down--after\" for=\"select-country\">\n",
       "Select country\n",
       "</label>\n",
       "<select class=\"dropdown__select js-select\" id=\"select-country\" name=\"sailthru_Country\">\n",
       "<option value=\"Australia\">\n",
       "Australia\n",
       "</option>\n",
       "<option value=\"United Kingdom\">\n",
       "United Kingdom\n",
       "</option>\n",
       "<option value=\"United States\">\n",
       "United States\n",
       "</option>\n",
       "<option value=\"Afghanistan\">\n",
       "Afghanistan\n",
       "</option>\n",
       "<option value=\"Aland Islands\">\n",
       "Aland Islands\n",
       "</option>\n",
       "<option value=\"Albania\">\n",
       "Albania\n",
       "</option>\n",
       "<option value=\"Algeria\">\n",
       "Algeria\n",
       "</option>\n",
       "<option value=\"American Samoa\">\n",
       "American Samoa\n",
       "</option>\n",
       "<option value=\"Andorra\">\n",
       "Andorra\n",
       "</option>\n",
       "<option value=\"Angola\">\n",
       "Angola\n",
       "</option>\n",
       "<option value=\"Anguilla\">\n",
       "Anguilla\n",
       "</option>\n",
       "<option value=\"Antarctica\">\n",
       "Antarctica\n",
       "</option>\n",
       "<option value=\"Antigua And Barbuda\">\n",
       "Antigua And Barbuda\n",
       "</option>\n",
       "<option value=\"Argentina\">\n",
       "Argentina\n",
       "</option>\n",
       "<option value=\"Armenia\">\n",
       "Armenia\n",
       "</option>\n",
       "<option value=\"Aruba\">\n",
       "Aruba\n",
       "</option>\n",
       "<option value=\"Austria\">\n",
       "Austria\n",
       "</option>\n",
       "<option value=\"Azerbaijan\">\n",
       "Azerbaijan\n",
       "</option>\n",
       "<option value=\"Bahamas\">\n",
       "Bahamas\n",
       "</option>\n",
       "<option value=\"Bahrain\">\n",
       "Bahrain\n",
       "</option>\n",
       "<option value=\"Bangladesh\">\n",
       "Bangladesh\n",
       "</option>\n",
       "<option value=\"Barbados\">\n",
       "Barbados\n",
       "</option>\n",
       "<option value=\"Belarus\">\n",
       "Belarus\n",
       "</option>\n",
       "<option value=\"Belgium\">\n",
       "Belgium\n",
       "</option>\n",
       "<option value=\"Belize\">\n",
       "Belize\n",
       "</option>\n",
       "<option value=\"Benin\">\n",
       "Benin\n",
       "</option>\n",
       "<option value=\"Bermuda\">\n",
       "Bermuda\n",
       "</option>\n",
       "<option value=\"Bhutan\">\n",
       "Bhutan\n",
       "</option>\n",
       "<option value=\"Bolivia\">\n",
       "Bolivia\n",
       "</option>\n",
       "<option value=\"Bonaire\">\n",
       "Bonaire\n",
       "</option>\n",
       "<option value=\"Bosnia and Herzegovina\">\n",
       "Bosnia and Herzegovina\n",
       "</option>\n",
       "<option value=\"Botswana\">\n",
       "Botswana\n",
       "</option>\n",
       "<option value=\"Bouvet Island\">\n",
       "Bouvet Island\n",
       "</option>\n",
       "<option value=\"Brazil\">\n",
       "Brazil\n",
       "</option>\n",
       "<option value=\"British Indian Ocean Territory\">\n",
       "British Indian Ocean Territory\n",
       "</option>\n",
       "<option value=\"British Virgin Islands\">\n",
       "British Virgin Islands\n",
       "</option>\n",
       "<option value=\"Brunei Darussalam\">\n",
       "Brunei Darussalam\n",
       "</option>\n",
       "<option value=\"Bulgaria\">\n",
       "Bulgaria\n",
       "</option>\n",
       "<option value=\"Burkina Faso\">\n",
       "Burkina Faso\n",
       "</option>\n",
       "<option value=\"Burundi\">\n",
       "Burundi\n",
       "</option>\n",
       "<option value=\"Cambodia\">\n",
       "Cambodia\n",
       "</option>\n",
       "<option value=\"Cameroon\">\n",
       "Cameroon\n",
       "</option>\n",
       "<option value=\"Canada\">\n",
       "Canada\n",
       "</option>\n",
       "<option value=\"Cape Verde\">\n",
       "Cape Verde\n",
       "</option>\n",
       "<option value=\"Cayman Islands\">\n",
       "Cayman Islands\n",
       "</option>\n",
       "<option value=\"Central African Republic\">\n",
       "Central African Republic\n",
       "</option>\n",
       "<option value=\"Chad\">\n",
       "Chad\n",
       "</option>\n",
       "<option value=\"Channel Islands, The\">\n",
       "Channel Islands, The\n",
       "</option>\n",
       "<option value=\"Chile\">\n",
       "Chile\n",
       "</option>\n",
       "<option value=\"China\">\n",
       "China\n",
       "</option>\n",
       "<option value=\"Christmas Island\">\n",
       "Christmas Island\n",
       "</option>\n",
       "<option value=\"Cocos (Keeling) Islands\">\n",
       "Cocos (Keeling) Islands\n",
       "</option>\n",
       "<option value=\"Colombia\">\n",
       "Colombia\n",
       "</option>\n",
       "<option value=\"Comoros\">\n",
       "Comoros\n",
       "</option>\n",
       "<option value=\"Congo\">\n",
       "Congo\n",
       "</option>\n",
       "<option value=\"Congo, The Democratic Republic of the\">\n",
       "Congo, The Democratic Republic of the\n",
       "</option>\n",
       "<option value=\"Cook Islands\">\n",
       "Cook Islands\n",
       "</option>\n",
       "<option value=\"Costa Rica\">\n",
       "Costa Rica\n",
       "</option>\n",
       "<option value=\"Cote D'Ivoire\">\n",
       "Cote D'Ivoire\n",
       "</option>\n",
       "<option value=\"Croatia\">\n",
       "Croatia\n",
       "</option>\n",
       "<option value=\"Cuba\">\n",
       "Cuba\n",
       "</option>\n",
       "<option value=\"Curacao\">\n",
       "Curacao\n",
       "</option>\n",
       "<option value=\"Cyprus\">\n",
       "Cyprus\n",
       "</option>\n",
       "<option value=\"Czech Republic\">\n",
       "Czech Republic\n",
       "</option>\n",
       "<option value=\"Denmark\">\n",
       "Denmark\n",
       "</option>\n",
       "<option value=\"Djibouti\">\n",
       "Djibouti\n",
       "</option>\n",
       "<option value=\"Dominica\">\n",
       "Dominica\n",
       "</option>\n",
       "<option value=\"Dominican Republic\">\n",
       "Dominican Republic\n",
       "</option>\n",
       "<option value=\"East Timor\">\n",
       "East Timor\n",
       "</option>\n",
       "<option value=\"Ecuador\">\n",
       "Ecuador\n",
       "</option>\n",
       "<option value=\"Egypt\">\n",
       "Egypt\n",
       "</option>\n",
       "<option value=\"El Salvador\">\n",
       "El Salvador\n",
       "</option>\n",
       "<option value=\"England\">\n",
       "England\n",
       "</option>\n",
       "<option value=\"Equatorial Guinea\">\n",
       "Equatorial Guinea\n",
       "</option>\n",
       "<option value=\"Eritrea\">\n",
       "Eritrea\n",
       "</option>\n",
       "<option value=\"Estonia\">\n",
       "Estonia\n",
       "</option>\n",
       "<option value=\"Ethiopia\">\n",
       "Ethiopia\n",
       "</option>\n",
       "<option value=\"Falkland Islands (Malvinas)\">\n",
       "Falkland Islands (Malvinas)\n",
       "</option>\n",
       "<option value=\"Faroe Islands\">\n",
       "Faroe Islands\n",
       "</option>\n",
       "<option value=\"Fiji\">\n",
       "Fiji\n",
       "</option>\n",
       "<option value=\"Finland\">\n",
       "Finland\n",
       "</option>\n",
       "<option value=\"France\">\n",
       "France\n",
       "</option>\n",
       "<option value=\"French Guiana\">\n",
       "French Guiana\n",
       "</option>\n",
       "<option value=\"French Polynesia\">\n",
       "French Polynesia\n",
       "</option>\n",
       "<option value=\"French Southern Territories\">\n",
       "French Southern Territories\n",
       "</option>\n",
       "<option value=\"Gabon\">\n",
       "Gabon\n",
       "</option>\n",
       "<option value=\"Gambia\">\n",
       "Gambia\n",
       "</option>\n",
       "<option value=\"Georgia\">\n",
       "Georgia\n",
       "</option>\n",
       "<option value=\"Germany\">\n",
       "Germany\n",
       "</option>\n",
       "<option value=\"Ghana\">\n",
       "Ghana\n",
       "</option>\n",
       "<option value=\"Gibraltar\">\n",
       "Gibraltar\n",
       "</option>\n",
       "<option value=\"Greece\">\n",
       "Greece\n",
       "</option>\n",
       "<option value=\"Greenland\">\n",
       "Greenland\n",
       "</option>\n",
       "<option value=\"Grenada\">\n",
       "Grenada\n",
       "</option>\n",
       "<option value=\"Guadeloupe\">\n",
       "Guadeloupe\n",
       "</option>\n",
       "<option value=\"Guam\">\n",
       "Guam\n",
       "</option>\n",
       "<option value=\"Guatemala\">\n",
       "Guatemala\n",
       "</option>\n",
       "<option value=\"Guernsey\">\n",
       "Guernsey\n",
       "</option>\n",
       "<option value=\"Guinea\">\n",
       "Guinea\n",
       "</option>\n",
       "<option value=\"Guinea-Bissau\">\n",
       "Guinea-Bissau\n",
       "</option>\n",
       "<option value=\"Guyana\">\n",
       "Guyana\n",
       "</option>\n",
       "<option value=\"Haiti\">\n",
       "Haiti\n",
       "</option>\n",
       "<option value=\"Heard Island And Mcdonald Islands\">\n",
       "Heard Island And Mcdonald Islands\n",
       "</option>\n",
       "<option value=\"Holy See (Vatican City State)\">\n",
       "Holy See (Vatican City State)\n",
       "</option>\n",
       "<option value=\"Honduras\">\n",
       "Honduras\n",
       "</option>\n",
       "<option value=\"Hong Kong\">\n",
       "Hong Kong\n",
       "</option>\n",
       "<option value=\"Hungary\">\n",
       "Hungary\n",
       "</option>\n",
       "<option value=\"Iceland\">\n",
       "Iceland\n",
       "</option>\n",
       "<option value=\"India\">\n",
       "India\n",
       "</option>\n",
       "<option value=\"Indonesia\">\n",
       "Indonesia\n",
       "</option>\n",
       "<option value=\"Iran, Islamic Republic of\">\n",
       "Iran, Islamic Republic of\n",
       "</option>\n",
       "<option value=\"Iraq\">\n",
       "Iraq\n",
       "</option>\n",
       "<option value=\"Ireland\">\n",
       "Ireland\n",
       "</option>\n",
       "<option value=\"Isle of Man\">\n",
       "Isle of Man\n",
       "</option>\n",
       "<option value=\"Israel\">\n",
       "Israel\n",
       "</option>\n",
       "<option value=\"Italy\">\n",
       "Italy\n",
       "</option>\n",
       "<option value=\"Jamaica\">\n",
       "Jamaica\n",
       "</option>\n",
       "<option value=\"Japan\">\n",
       "Japan\n",
       "</option>\n",
       "<option value=\"Jersey\">\n",
       "Jersey\n",
       "</option>\n",
       "<option value=\"Jordan\">\n",
       "Jordan\n",
       "</option>\n",
       "<option value=\"Kazakhstan\">\n",
       "Kazakhstan\n",
       "</option>\n",
       "<option value=\"Kenya\">\n",
       "Kenya\n",
       "</option>\n",
       "<option value=\"Kiribati\">\n",
       "Kiribati\n",
       "</option>\n",
       "<option value=\"Korea, Democratic People's Republic of\">\n",
       "Korea, Democratic People's Republic of\n",
       "</option>\n",
       "<option value=\"Korea, Republic of\">\n",
       "Korea, Republic of\n",
       "</option>\n",
       "<option value=\"Kuwait\">\n",
       "Kuwait\n",
       "</option>\n",
       "<option value=\"Kyrgyzstan\">\n",
       "Kyrgyzstan\n",
       "</option>\n",
       "<option value=\"Lao People's Democratic Republic\">\n",
       "Lao People's Democratic Republic\n",
       "</option>\n",
       "<option value=\"Latvia\">\n",
       "Latvia\n",
       "</option>\n",
       "<option value=\"Lebanon\">\n",
       "Lebanon\n",
       "</option>\n",
       "<option value=\"Lesotho\">\n",
       "Lesotho\n",
       "</option>\n",
       "<option value=\"Liberia\">\n",
       "Liberia\n",
       "</option>\n",
       "<option value=\"Libyan Arab Jamahiriya\">\n",
       "Libyan Arab Jamahiriya\n",
       "</option>\n",
       "<option value=\"Liechtenstein\">\n",
       "Liechtenstein\n",
       "</option>\n",
       "<option value=\"Lithuania\">\n",
       "Lithuania\n",
       "</option>\n",
       "<option value=\"Luxembourg\">\n",
       "Luxembourg\n",
       "</option>\n",
       "<option value=\"Macao\">\n",
       "Macao\n",
       "</option>\n",
       "<option value=\"Macedonia, The Former Yugoslav Republic of\">\n",
       "Macedonia, The Former Yugoslav Republic of\n",
       "</option>\n",
       "<option value=\"Madagascar\">\n",
       "Madagascar\n",
       "</option>\n",
       "<option value=\"Malawi\">\n",
       "Malawi\n",
       "</option>\n",
       "<option value=\"Malaysia\">\n",
       "Malaysia\n",
       "</option>\n",
       "<option value=\"Maldives\">\n",
       "Maldives\n",
       "</option>\n",
       "<option value=\"Mali\">\n",
       "Mali\n",
       "</option>\n",
       "<option value=\"Malta\">\n",
       "Malta\n",
       "</option>\n",
       "<option value=\"Marshall Islands\">\n",
       "Marshall Islands\n",
       "</option>\n",
       "<option value=\"Martinique\">\n",
       "Martinique\n",
       "</option>\n",
       "<option value=\"Mauritania\">\n",
       "Mauritania\n",
       "</option>\n",
       "<option value=\"Mauritius\">\n",
       "Mauritius\n",
       "</option>\n",
       "<option value=\"Mayotte\">\n",
       "Mayotte\n",
       "</option>\n",
       "<option value=\"Mexico\">\n",
       "Mexico\n",
       "</option>\n",
       "<option value=\"Micronesia, Federated States of\">\n",
       "Micronesia, Federated States of\n",
       "</option>\n",
       "<option value=\"Moldova, Republic of\">\n",
       "Moldova, Republic of\n",
       "</option>\n",
       "<option value=\"Monaco\">\n",
       "Monaco\n",
       "</option>\n",
       "<option value=\"Mongolia\">\n",
       "Mongolia\n",
       "</option>\n",
       "<option value=\"Montenegro\">\n",
       "Montenegro\n",
       "</option>\n",
       "<option value=\"Montserrat\">\n",
       "Montserrat\n",
       "</option>\n",
       "<option value=\"Morocco\">\n",
       "Morocco\n",
       "</option>\n",
       "<option value=\"Mozambique\">\n",
       "Mozambique\n",
       "</option>\n",
       "<option value=\"Myanmar\">\n",
       "Myanmar\n",
       "</option>\n",
       "<option value=\"Namibia\">\n",
       "Namibia\n",
       "</option>\n",
       "<option value=\"Nauru\">\n",
       "Nauru\n",
       "</option>\n",
       "<option value=\"Nepal\">\n",
       "Nepal\n",
       "</option>\n",
       "<option value=\"Netherlands Antilles\">\n",
       "Netherlands Antilles\n",
       "</option>\n",
       "<option value=\"Netherlands\">\n",
       "Netherlands\n",
       "</option>\n",
       "<option value=\"New Caledonia\">\n",
       "New Caledonia\n",
       "</option>\n",
       "<option value=\"New Guinea\">\n",
       "New Guinea\n",
       "</option>\n",
       "<option value=\"New Zealand\">\n",
       "New Zealand\n",
       "</option>\n",
       "<option value=\"Nicaragua\">\n",
       "Nicaragua\n",
       "</option>\n",
       "<option value=\"Niger\">\n",
       "Niger\n",
       "</option>\n",
       "<option value=\"Nigeria\">\n",
       "Nigeria\n",
       "</option>\n",
       "<option value=\"Niue\">\n",
       "Niue\n",
       "</option>\n",
       "<option value=\"Norfolk Island\">\n",
       "Norfolk Island\n",
       "</option>\n",
       "<option value=\"North Korea\">\n",
       "North Korea\n",
       "</option>\n",
       "<option value=\"Northern Ireland\">\n",
       "Northern Ireland\n",
       "</option>\n",
       "<option value=\"Northern Mariana Islands\">\n",
       "Northern Mariana Islands\n",
       "</option>\n",
       "<option value=\"Norway\">\n",
       "Norway\n",
       "</option>\n",
       "<option value=\"Oman\">\n",
       "Oman\n",
       "</option>\n",
       "<option value=\"Pakistan\">\n",
       "Pakistan\n",
       "</option>\n",
       "<option value=\"Palau\">\n",
       "Palau\n",
       "</option>\n",
       "<option value=\"Palestinian Territory, Occupied\">\n",
       "Palestinian Territory, Occupied\n",
       "</option>\n",
       "<option value=\"Panama\">\n",
       "Panama\n",
       "</option>\n",
       "<option value=\"Papua New Guinea\">\n",
       "Papua New Guinea\n",
       "</option>\n",
       "<option value=\"Paraguay\">\n",
       "Paraguay\n",
       "</option>\n",
       "<option value=\"Peru\">\n",
       "Peru\n",
       "</option>\n",
       "<option value=\"Philippines\">\n",
       "Philippines\n",
       "</option>\n",
       "<option value=\"Pitcairn\">\n",
       "Pitcairn\n",
       "</option>\n",
       "<option value=\"Poland\">\n",
       "Poland\n",
       "</option>\n",
       "<option value=\"Portugal\">\n",
       "Portugal\n",
       "</option>\n",
       "<option value=\"Puerto Rico\">\n",
       "Puerto Rico\n",
       "</option>\n",
       "<option value=\"Qatar\">\n",
       "Qatar\n",
       "</option>\n",
       "<option value=\"Reunion\">\n",
       "Reunion\n",
       "</option>\n",
       "<option value=\"Romania\">\n",
       "Romania\n",
       "</option>\n",
       "<option value=\"Russian Federation\">\n",
       "Russian Federation\n",
       "</option>\n",
       "<option value=\"Rwanda\">\n",
       "Rwanda\n",
       "</option>\n",
       "<option value=\"Saba\">\n",
       "Saba\n",
       "</option>\n",
       "<option value=\"Saint Eustatius\">\n",
       "Saint Eustatius\n",
       "</option>\n",
       "<option value=\"Saint Barthelemy\">\n",
       "Saint Barthelemy\n",
       "</option>\n",
       "<option value=\"Saint Helena\">\n",
       "Saint Helena\n",
       "</option>\n",
       "<option value=\"Saint Kitts and Nevis\">\n",
       "Saint Kitts and Nevis\n",
       "</option>\n",
       "<option value=\"Saint Lucia\">\n",
       "Saint Lucia\n",
       "</option>\n",
       "<option value=\"Saint Martin (France)\">\n",
       "Saint Martin (France)\n",
       "</option>\n",
       "<option value=\"Saint Pierre and Miquelon\">\n",
       "Saint Pierre and Miquelon\n",
       "</option>\n",
       "<option value=\"Saint Vincent and the Grenadines\">\n",
       "Saint Vincent and the Grenadines\n",
       "</option>\n",
       "<option value=\"Samoa\">\n",
       "Samoa\n",
       "</option>\n",
       "<option value=\"San Marino\">\n",
       "San Marino\n",
       "</option>\n",
       "<option value=\"Sao Tome and Principe\">\n",
       "Sao Tome and Principe\n",
       "</option>\n",
       "<option value=\"Saudi Arabia\">\n",
       "Saudi Arabia\n",
       "</option>\n",
       "<option value=\"Scotland\">\n",
       "Scotland\n",
       "</option>\n",
       "<option value=\"Senegal\">\n",
       "Senegal\n",
       "</option>\n",
       "<option value=\"Serbia\">\n",
       "Serbia\n",
       "</option>\n",
       "<option value=\"Seychelles\">\n",
       "Seychelles\n",
       "</option>\n",
       "<option value=\"Sierra Leone\">\n",
       "Sierra Leone\n",
       "</option>\n",
       "<option value=\"Singapore\">\n",
       "Singapore\n",
       "</option>\n",
       "<option value=\"Slovakia\">\n",
       "Slovakia\n",
       "</option>\n",
       "<option value=\"Slovenia\">\n",
       "Slovenia\n",
       "</option>\n",
       "<option value=\"Solomon Islands\">\n",
       "Solomon Islands\n",
       "</option>\n",
       "<option value=\"Somalia\">\n",
       "Somalia\n",
       "</option>\n",
       "<option value=\"South Africa\">\n",
       "South Africa\n",
       "</option>\n",
       "<option value=\"South Korea\">\n",
       "South Korea\n",
       "</option>\n",
       "<option value=\"South Georgia and the South Sandwich Islands\">\n",
       "South Georgia and the South Sandwich Islands\n",
       "</option>\n",
       "<option value=\"Spain\">\n",
       "Spain\n",
       "</option>\n",
       "<option value=\"Sri Lanka\">\n",
       "Sri Lanka\n",
       "</option>\n",
       "<option value=\"Sudan\">\n",
       "Sudan\n",
       "</option>\n",
       "<option value=\"Suriname\">\n",
       "Suriname\n",
       "</option>\n",
       "<option value=\"Svalbard and Jan Mayen\">\n",
       "Svalbard and Jan Mayen\n",
       "</option>\n",
       "<option value=\"Swaziland\">\n",
       "Swaziland\n",
       "</option>\n",
       "<option value=\"Sweden\">\n",
       "Sweden\n",
       "</option>\n",
       "<option value=\"Switzerland\">\n",
       "Switzerland\n",
       "</option>\n",
       "<option value=\"Syrian Arab Republic\">\n",
       "Syrian Arab Republic\n",
       "</option>\n",
       "<option value=\"Taiwan\">\n",
       "Taiwan\n",
       "</option>\n",
       "<option value=\"Tajikistan\">\n",
       "Tajikistan\n",
       "</option>\n",
       "<option value=\"Tanzania, United Republic of\">\n",
       "Tanzania, United Republic of\n",
       "</option>\n",
       "<option value=\"Thailand\">\n",
       "Thailand\n",
       "</option>\n",
       "<option value=\"Timor-Leste\">\n",
       "Timor-Leste\n",
       "</option>\n",
       "<option value=\"Togo\">\n",
       "Togo\n",
       "</option>\n",
       "<option value=\"Tokelau\">\n",
       "Tokelau\n",
       "</option>\n",
       "<option value=\"Tonga\">\n",
       "Tonga\n",
       "</option>\n",
       "<option value=\"Trinidad and Tobago\">\n",
       "Trinidad and Tobago\n",
       "</option>\n",
       "<option value=\"Tunisia\">\n",
       "Tunisia\n",
       "</option>\n",
       "<option value=\"Turkey\">\n",
       "Turkey\n",
       "</option>\n",
       "<option value=\"Turkmenistan\">\n",
       "Turkmenistan\n",
       "</option>\n",
       "<option value=\"Turks and Caicos Islands\">\n",
       "Turks and Caicos Islands\n",
       "</option>\n",
       "<option value=\"Tuvalu\">\n",
       "Tuvalu\n",
       "</option>\n",
       "<option value=\"Uganda\">\n",
       "Uganda\n",
       "</option>\n",
       "<option value=\"Ukraine\">\n",
       "Ukraine\n",
       "</option>\n",
       "<option value=\"United Arab Emirates\">\n",
       "United Arab Emirates\n",
       "</option>\n",
       "<option value=\"United States Minor Outlying Islands\">\n",
       "United States Minor Outlying Islands\n",
       "</option>\n",
       "<option value=\"Uruguay\">\n",
       "Uruguay\n",
       "</option>\n",
       "<option value=\"Uzbekistan\">\n",
       "Uzbekistan\n",
       "</option>\n",
       "<option value=\"Vanuatu\">\n",
       "Vanuatu\n",
       "</option>\n",
       "<option value=\"Venezuela\">\n",
       "Venezuela\n",
       "</option>\n",
       "<option value=\"Viet Nam\">\n",
       "Viet Nam\n",
       "</option>\n",
       "<option value=\"Virgin Islands, British\">\n",
       "Virgin Islands, British\n",
       "</option>\n",
       "<option value=\"Virgin Islands, U.S.\">\n",
       "Virgin Islands, U.S.\n",
       "</option>\n",
       "<option value=\"Wallis and Futuna\">\n",
       "Wallis and Futuna\n",
       "</option>\n",
       "<option value=\"Western Sahara\">\n",
       "Western Sahara\n",
       "</option>\n",
       "<option value=\"Yemen\">\n",
       "Yemen\n",
       "</option>\n",
       "<option value=\"Zaire\">\n",
       "Zaire\n",
       "</option>\n",
       "<option value=\"Zambia\">\n",
       "Zambia\n",
       "</option>\n",
       "<option value=\"Zimbabwe\">\n",
       "Zimbabwe\n",
       "</option>\n",
       "</select>\n",
       "</div>\n",
       "<input class=\"btn btn--green btn--large\" data-lpa-action=\"newsletter\" data-lpa-category=\"account\" title=\"Subscribe Newsletter\" type=\"submit\" value=\"Sign up\"/>\n",
       "</form>\n",
       "</div>\n",
       "<div class=\"col--footer\">\n",
       "<input class=\"accordion__input\" id=\"ac-destinations\" type=\"checkbox\"/>\n",
       "<div class=\"nav--stacked accordion__target accordion__target--mid\">\n",
       "<label class=\"accordion__title accordion__title--footer icon--chevron-down--after\" for=\"ac-destinations\"></label>\n",
       "<a class=\"js-nav-item title--footer title--list--footer\" href=\"http://www.lonelyplanet.com/destinations\" itemprop=\"url\">\n",
       "<span itemprop=\"name\">\n",
       "Destinations\n",
       "</span>\n",
       "</a>\n",
       "<a class=\"js-nav-item nav__item nav__item--sitemap nav__item--footer\" href=\"http://www.lonelyplanet.com/africa\" itemprop=\"url\"><span itemprop=\"name\">\n",
       "Africa</span></a>\n",
       "<a class=\"js-nav-item nav__item nav__item--sitemap nav__item--footer\" href=\"http://www.lonelyplanet.com/antarctica\" itemprop=\"url\"><span itemprop=\"name\">\n",
       "Antarctica</span></a>\n",
       "<a class=\"js-nav-item nav__item nav__item--sitemap nav__item--footer\" href=\"http://www.lonelyplanet.com/asia\" itemprop=\"url\"><span itemprop=\"name\">\n",
       "Asia</span></a>\n",
       "<a class=\"js-nav-item nav__item nav__item--sitemap nav__item--footer\" href=\"http://www.lonelyplanet.com/caribbean\" itemprop=\"url\"><span itemprop=\"name\">\n",
       "Caribbean Islands</span></a>\n",
       "<a class=\"js-nav-item nav__item nav__item--sitemap nav__item--footer\" href=\"http://www.lonelyplanet.com/central-america\" itemprop=\"url\"><span itemprop=\"name\">\n",
       "Central America</span></a>\n",
       "<a class=\"js-nav-item nav__item nav__item--sitemap nav__item--footer\" href=\"http://www.lonelyplanet.com/europe\" itemprop=\"url\"><span itemprop=\"name\">\n",
       "Europe</span></a>\n",
       "<a class=\"js-nav-item nav__item nav__item--sitemap nav__item--footer\" href=\"http://www.lonelyplanet.com/middle-east\" itemprop=\"url\"><span itemprop=\"name\">\n",
       "Middle East</span></a>\n",
       "<a class=\"js-nav-item nav__item nav__item--sitemap nav__item--footer\" href=\"http://www.lonelyplanet.com/north-america\" itemprop=\"url\"><span itemprop=\"name\">\n",
       "North America</span></a>\n",
       "<a class=\"js-nav-item nav__item nav__item--sitemap nav__item--footer\" href=\"http://www.lonelyplanet.com/pacific\" itemprop=\"url\"><span itemprop=\"name\">\n",
       "Pacific</span></a>\n",
       "<a class=\"js-nav-item nav__item nav__item--sitemap nav__item--footer\" href=\"http://www.lonelyplanet.com/south-america\" itemprop=\"url\"><span itemprop=\"name\">\n",
       "South America</span></a>\n",
       "</div>\n",
       "</div>\n",
       "<div class=\"col--footer\">\n",
       "<input class=\"accordion__input\" id=\"ac-shop\" type=\"checkbox\"/>\n",
       "<div class=\"nav--stacked accordion__target accordion__target--mid\">\n",
       "<label class=\"accordion__title accordion__title--footer icon--chevron-down--after\" for=\"ac-shop\"></label>\n",
       "<a class=\"js-nav-item title--footer title--list--footer\" href=\"http://www.lonelyplanet.com/shop\" itemprop=\"url\">\n",
       "<span itemprop=\"name\">\n",
       "Shop\n",
       "</span>\n",
       "</a>\n",
       "<a class=\"js-nav-item nav__item nav__item--sitemap nav__item--footer\" href=\"http://www.lonelyplanet.com/shop/destination-guides\" itemprop=\"url\"><span itemprop=\"name\">\n",
       "Destination guides</span></a>\n",
       "<a class=\"js-nav-item nav__item nav__item--sitemap nav__item--footer\" href=\"http://www.lonelyplanet.com/shop/ebooks\" itemprop=\"url\"><span itemprop=\"name\">\n",
       "eBooks</span></a>\n",
       "<a class=\"js-nav-item nav__item nav__item--sitemap nav__item--footer\" href=\"http://www.lonelyplanet.com/shop/pictorials-and-gifts\" itemprop=\"url\"><span itemprop=\"name\">\n",
       "Pictorial &amp; gifts</span></a>\n",
       "<a class=\"js-nav-item nav__item nav__item--sitemap nav__item--footer\" href=\"http://www.lonelyplanet.com/shop/phrasebooks\" itemprop=\"url\"><span itemprop=\"name\">\n",
       "Phrasebooks</span></a>\n",
       "<a class=\"js-nav-item nav__item nav__item--sitemap nav__item--footer\" href=\"http://www.lonelyplanet.com/shop/activity-guides\" itemprop=\"url\"><span itemprop=\"name\">\n",
       "Activity guides</span></a>\n",
       "<a class=\"js-nav-item nav__item nav__item--sitemap nav__item--footer\" href=\"http://www.lonelyplanet.com/shop/special-offers\" itemprop=\"url\"><span itemprop=\"name\">\n",
       "Special offers</span></a>\n",
       "</div>\n",
       "</div>\n",
       "<div class=\"col--footer\">\n",
       "<input class=\"accordion__input\" id=\"ac-thorntree\" type=\"checkbox\"/>\n",
       "<div class=\"nav--stacked accordion__target accordion__target--mid\">\n",
       "<label class=\"accordion__title accordion__title--footer icon--chevron-down--after\" for=\"ac-thorntree\"></label>\n",
       "<a class=\"js-nav-item title--footer title--list--footer\" href=\"http://www.lonelyplanet.com/thorntree\" itemprop=\"url\">\n",
       "<span itemprop=\"name\">\n",
       "Thorn Tree Forum\n",
       "</span>\n",
       "</a>\n",
       "<a class=\"js-nav-item nav__item nav__item--sitemap nav__item--footer\" href=\"http://www.lonelyplanet.com/thorntree/categories/country-forums\" itemprop=\"url\"><span itemprop=\"name\">\n",
       "Country forums</span></a>\n",
       "<a class=\"js-nav-item nav__item nav__item--sitemap nav__item--footer\" href=\"http://www.lonelyplanet.com/thorntree/categories/talk-to-lonely-planet\" itemprop=\"url\"><span itemprop=\"name\">\n",
       "Talk to Lonely Planet</span></a>\n",
       "<a class=\"js-nav-item nav__item nav__item--sitemap nav__item--footer\" href=\"http://www.lonelyplanet.com/thorntree/categories/interest-forums\" itemprop=\"url\"><span itemprop=\"name\">\n",
       "Interest forums</span></a>\n",
       "<a class=\"js-nav-item nav__item nav__item--sitemap nav__item--footer\" href=\"http://www.lonelyplanet.com/thorntree/categories/sell-swap-meet-up\" itemprop=\"url\"><span itemprop=\"name\">\n",
       "Travel buddies &amp; for sale</span></a>\n",
       "</div>\n",
       "</div>\n",
       "<div class=\"col--footer\">\n",
       "<input class=\"accordion__input\" id=\"ac-interests\" type=\"checkbox\"/>\n",
       "<div class=\"nav--stacked accordion__target accordion__target--mid\">\n",
       "<label class=\"accordion__title accordion__title--footer icon--chevron-down--after\" for=\"ac-interests\"></label>\n",
       "<a class=\"js-nav-item title--footer title--list--footer\" href=\"http://www.lonelyplanet.com/interests\" itemprop=\"url\">\n",
       "<span itemprop=\"name\">\n",
       "Interests\n",
       "</span>\n",
       "</a>\n",
       "<a class=\"js-nav-item nav__item nav__item--sitemap nav__item--footer\" href=\"http://www.lonelyplanet.com/adventure-travel\" itemprop=\"url\"><span itemprop=\"name\">\n",
       "Adventure travel</span></a>\n",
       "<a class=\"js-nav-item nav__item nav__item--sitemap nav__item--footer\" href=\"http://www.lonelyplanet.com/beaches\" itemprop=\"url\"><span itemprop=\"name\">\n",
       "Beaches</span></a>\n",
       "<a class=\"js-nav-item nav__item nav__item--sitemap nav__item--footer\" href=\"http://www.lonelyplanet.com/budget-travel\" itemprop=\"url\"><span itemprop=\"name\">\n",
       "Budget travel</span></a>\n",
       "<a class=\"js-nav-item nav__item nav__item--sitemap nav__item--footer\" href=\"http://www.lonelyplanet.com/family-travel\" itemprop=\"url\"><span itemprop=\"name\">\n",
       "Family travel</span></a>\n",
       "<a class=\"js-nav-item nav__item nav__item--sitemap nav__item--footer\" href=\"http://www.lonelyplanet.com/festivals-and-events\" itemprop=\"url\"><span itemprop=\"name\">\n",
       "Festivals and events</span></a>\n",
       "<a class=\"js-nav-item nav__item nav__item--sitemap nav__item--footer\" href=\"http://www.lonelyplanet.com/food-and-drink\" itemprop=\"url\"><span itemprop=\"name\">\n",
       "Food and drink</span></a>\n",
       "<a class=\"js-nav-item nav__item nav__item--sitemap nav__item--footer\" href=\"http://www.lonelyplanet.com/honeymoons-and-romance\" itemprop=\"url\"><span itemprop=\"name\">\n",
       "Honeymoons and romance</span></a>\n",
       "<a class=\"js-nav-item nav__item nav__item--sitemap nav__item--footer\" href=\"http://www.lonelyplanet.com/luxury-travel\" itemprop=\"url\"><span itemprop=\"name\">\n",
       "Luxury travel</span></a>\n",
       "<a class=\"js-nav-item nav__item nav__item--sitemap nav__item--footer\" href=\"http://www.lonelyplanet.com/round-the-world-travel\" itemprop=\"url\"><span itemprop=\"name\">\n",
       "Round the world travel</span></a>\n",
       "<a class=\"js-nav-item nav__item nav__item--sitemap nav__item--footer\" href=\"http://www.lonelyplanet.com/wildlife-and-nature\" itemprop=\"url\"><span itemprop=\"name\">\n",
       "Wildlife and nature</span></a>\n",
       "</div>\n",
       "</div>\n",
       "<div class=\"col--footer\">\n",
       "<input class=\"accordion__input\" id=\"ac-bookings\" type=\"checkbox\"/>\n",
       "<div class=\"nav--stacked accordion__target accordion__target--mid\">\n",
       "<label class=\"accordion__title accordion__title--footer icon--chevron-down--after\" for=\"ac-bookings\"></label>\n",
       "<a class=\"js-nav-item title--footer title--list--footer\" href=\"http://www.lonelyplanet.com/bookings\" itemprop=\"url\">\n",
       "<span itemprop=\"name\">\n",
       "Travel Booking\n",
       "</span>\n",
       "</a>\n",
       "<a class=\"js-nav-item nav__item nav__item--sitemap nav__item--footer\" href=\"http://www.lonelyplanet.com/hotels\" itemprop=\"url\"><span itemprop=\"name\">\n",
       "Hotels</span></a>\n",
       "<a class=\"js-nav-item nav__item nav__item--sitemap nav__item--footer\" href=\"http://www.lonelyplanet.com/flights\" itemprop=\"url\"><span itemprop=\"name\">\n",
       "Flights</span></a>\n",
       "<a class=\"js-nav-item nav__item nav__item--sitemap nav__item--footer\" href=\"http://www.lonelyplanet.com/travel-insurance\" itemprop=\"url\"><span itemprop=\"name\">\n",
       "Insurance</span></a>\n",
       "</div>\n",
       "</div>\n",
       "</div>\n",
       "</nav>\n",
       "<div class=\"row row--footer--about\" role=\"contentinfo\">\n",
       "<div class=\"row__inner row__inner--full-width\">\n",
       "<div class=\"wv--split--left nav--inline\">\n",
       "<a class=\"wv--inline-block nav__item row--footer--about__logo media--lp-logo icon--lp-logo\" href=\"http://www.lonelyplanet.com\"></a>\n",
       "<nav aria-label=\"About Lonely Planet\" class=\"nav__item wv--nav--inline\" itemscope=\"itemscope\" itemtype=\"http://schema.org/SiteNavigationElement\" role=\"navigation\">\n",
       "<h6 class=\"accessibility\">About Lonely Planet</h6>\n",
       "<a class=\"nav__item nav__item--about\" href=\"http://www.lonelyplanet.com/about/\" itemprop=\"url\"><span itemprop=\"name\">\n",
       "About us</span></a>\n",
       "<a class=\"nav__item nav__item--about\" href=\"http://www.lonelyplanet.com/jobs/\" itemprop=\"url\"><span itemprop=\"name\">\n",
       "Work for us</span></a>\n",
       "<a class=\"nav__item nav__item--about\" href=\"http://www.lonelyplanet.com/contact/\" itemprop=\"url\"><span itemprop=\"name\">\n",
       "Contact us</span></a>\n",
       "<a class=\"nav__item nav__item--about\" href=\"http://www.lonelyplanet.com/press-trade-advertising/\" itemprop=\"url\"><span itemprop=\"name\">\n",
       "Press, trade &amp; advertising</span></a>\n",
       "<a class=\"nav__item nav__item--about\" href=\"http://www.lonelyplanet.com/legal/website-terms/\" itemprop=\"url\"><span itemprop=\"name\">\n",
       "Terms &amp; conditions</span></a>\n",
       "<a class=\"nav__item nav__item--about\" href=\"http://www.lonelyplanet.com/legal/privacy-policy/\" itemprop=\"url\"><span itemprop=\"name\">\n",
       "Privacy policy</span></a>\n",
       "</nav>\n",
       "</div>\n",
       "<div class=\"wv--split--right\">\n",
       "<div class=\"nav--inline nav--social split--right__inner\">\n",
       "<a class=\"wv--hidden row--footer--social__logo media--lp-logo icon--lp-logo\" href=\"http://www.lonelyplanet.com\"></a>\n",
       "<nav aria-label=\"Social media links\" class=\"nav--social__inner nav__item\" itemscope=\"itemscope\" itemtype=\"http://schema.org/SiteNavigationElement\" role=\"navigation\">\n",
       "<h6 class=\"accessibility\">Social media links</h6>\n",
       "<div class=\"nav--inline\">\n",
       "<a class=\"icon--twitter nav__item nav__item--social\" href=\"https://twitter.com/lonelyplanet\" itemprop=\"url\">\n",
       "<span itemprop=\"name\">\n",
       "Twitter\n",
       "</span>\n",
       "</a>\n",
       "<a class=\"icon--facebook nav__item nav__item--social\" href=\"https://www.facebook.com/lonelyplanet\" itemprop=\"url\">\n",
       "<span itemprop=\"name\">\n",
       "Facebook\n",
       "</span>\n",
       "</a>\n",
       "<a class=\"icon--google-plus nav__item nav__item--social\" href=\"https://plus.google.com/+LonelyPlanet/\" itemprop=\"url\">\n",
       "<span itemprop=\"name\">\n",
       "Google-plus\n",
       "</span>\n",
       "</a>\n",
       "<a class=\"icon--flickr nav__item nav__item--social\" href=\"http://www.flickr.com/groups/lonelyplanetpublications/\" itemprop=\"url\">\n",
       "<span itemprop=\"name\">\n",
       "Flickr\n",
       "</span>\n",
       "</a>\n",
       "<a class=\"icon--youtube nav__item nav__item--social\" href=\"http://www.youtube.com/user/LonelyPlanet\" itemprop=\"url\">\n",
       "<span itemprop=\"name\">\n",
       "Youtube\n",
       "</span>\n",
       "</a>\n",
       "<a class=\"icon--pinterest nav__item nav__item--social\" href=\"http://pinterest.com/lonelyplanet/\" itemprop=\"url\">\n",
       "<span itemprop=\"name\">\n",
       "Pinterest\n",
       "</span>\n",
       "</a>\n",
       "<a class=\"icon--instagram nav__item nav__item--social\" href=\"http://instagram.com/lonelyplanet\" itemprop=\"url\">\n",
       "<span itemprop=\"name\">\n",
       "Instagram\n",
       "</span>\n",
       "</a>\n",
       "<a class=\"icon--vine nav__item nav__item--social\" href=\"https://vine.co/lonelyplanet\" itemprop=\"url\">\n",
       "<span itemprop=\"name\">\n",
       "Vine\n",
       "</span>\n",
       "</a>\n",
       "<a class=\"icon--article nav__item nav__item--social\" href=\"/blog\" itemprop=\"url\">\n",
       "<span itemprop=\"name\">\n",
       "Article\n",
       "</span>\n",
       "</a>\n",
       "</div>\n",
       "</nav>\n",
       "</div>\n",
       "</div>\n",
       "</div>\n",
       "</div>\n",
       "<div class=\"row row--smallprint\">\n",
       "<div class=\"row__inner row__inner--footer row--smallprint__inner\">\n",
       "<div class=\"wv--split--left text--legal copy--disclaimer\">\n",
       "<p>\n",
       "©\n",
       "2014\n",
       "Lonely Planet. All rights reserved. No part of this site may be reproduced without our written permission.\n",
       "</p>\n",
       "</div>\n",
       "<div class=\"wv--split--right form--international\">\n",
       "<div class=\"split--right__inner nav--inline form--language media\">\n",
       "<label class=\"nav__item form--language__label title--footer media__img\">International</label>\n",
       "<div class=\"media__body\">\n",
       "<form action=\"//www.lonelyplanet.com/international\">\n",
       "<div class=\"dropdown js-select-group-manager\">\n",
       "<label class=\"accessibility\" for=\"languageSelect\">\n",
       "English\n",
       "</label>\n",
       "<div aria-hidden=\"\" class=\"dropdown__value js-select-overlay icon--chevron-down--after\">\n",
       "English\n",
       "</div>\n",
       "<select class=\"dropdown__select js-select\" data-form-submit=\"true\" id=\"languageSelect\" name=\"language\">\n",
       "<option value=\"en\">English</option>\n",
       "<option value=\"in\">English (India)</option>\n",
       "<option value=\"de\">Deutsch</option>\n",
       "<option value=\"fr\">Français</option>\n",
       "<option value=\"es\">Español</option>\n",
       "<option value=\"it\">Italiano</option>\n",
       "<option value=\"ru\">Русский</option>\n",
       "<option value=\"br\">Português</option>\n",
       "</select>\n",
       "</div>\n",
       "<noscript>\n",
       "<input class=\"btn btn--linkblue btn--medium\" type=\"submit\" value=\"Go\"/>\n",
       "</noscript>\n",
       "</form>\n",
       "</div>\n",
       "</div>\n",
       "</div>\n",
       "</div>\n",
       "</div>\n",
       "</div>\n",
       "<div class=\"js-config is-hidden\">\n",
       "<script>\n",
       "  (function(){\n",
       "    if (window.lp.enhanced && \n",
       "        window.lp.supports.localStorage && \n",
       "        window.localStorage.getItem('_lpfont') != \"true\") {\n",
       "  \n",
       "      window.onload = function() {\n",
       "        var xhr = new XMLHttpRequest(),\n",
       "            fontPath = window.lp.supports.woff2 ? \"//assets.staticlp.com/assets/fonts_woff2-59c5c2d987b451ab2e96ed1b6de8aac0.css\" : \"//assets.staticlp.com/assets/fonts-18ccc586598bbf925542b51ea0114902.css\";\n",
       "  \n",
       "        xhr.open('GET', fontPath);\n",
       "  \n",
       "        xhr.onload = function (e) {\n",
       "          window.localStorage.setItem('_lpfont', 'true')\n",
       "        };\n",
       "  \n",
       "        xhr.send();\n",
       "      }\n",
       "  \n",
       "    }\n",
       "  })()\n",
       "</script>\n",
       "<script>\n",
       "  window.lp.fs.log(function(){\n",
       "    return {\n",
       "      url: window.location.href,\n",
       "      referrer: document.referrer,\n",
       "      viewport: document.documentElement.clientWidth,\n",
       "      variant: window.lp.getCookie(\"_v\")\n",
       "    };\n",
       "  }());\n",
       "</script>\n",
       "<script>\n",
       "  if (!window.lp.enhanced) {\n",
       "    (function() {\n",
       "  \n",
       "      var firstScript = document.getElementsByTagName(\"script\")[0],\n",
       "          js = document.createElement(\"script\");\n",
       "  \n",
       "      js.src = \"//assets.staticlp.com/assets/omniture/s_code-8ad290672a79f6890bbac17f3aec67e7.js\";\n",
       "  \n",
       "      js.onload = function(){\n",
       "        var property;\n",
       "        if (window.s && window.lp.tracking) {\n",
       "          for (property in window.lp.tracking) {\n",
       "            window.s[property] = window.lp.tracking[property];\n",
       "          }\n",
       "          if (typeof window.s.t === 'function') {\n",
       "            window.s.t();\n",
       "          }\n",
       "        }\n",
       "      };\n",
       "  \n",
       "      firstScript.parentNode.insertBefore(js, firstScript);\n",
       "    }());\n",
       "  }\n",
       "</script>\n",
       "<script async=\"\" src=\"//pagead2.googlesyndication.com/pagead/js/adsbygoogle.js\"></script>\n",
       "<script>\n",
       "  (adsbygoogle = window.adsbygoogle || []).push({});\n",
       "</script>\n",
       "<script>\n",
       "//<![CDATA[\n",
       "window.lp = window.lp || {}; window.lp.ads = {\"layers\":[\"2009.lonelyplanet\",\"destinations\",\"north-america\",\"usa\",\"california\"],\"interest\":\"beaches,boats-and-sailing,business-travel,cities,coasts-and-islands,diving-and-snorkelling,surfing\",\"template\":\"things-to-do-listing\",\"topic\":\"things-to-do\",\"keyValues\":{},\"adTnm\":\"poi-list,sights-poi-list\",\"continent\":\"north-america\",\"country\":\"usa\",\"destination\":\"san-diego\"}; window.lp.tracking = {\"currencyCode\":\"USD\",\"eVar3\":\"North America\",\"eVar4\":\"USA\",\"eVar5\":\"San Diego\",\"eVar11\":\"canary\",\"eVar12\":\"dest things to do\",\"eVar13\":\"Sights\",\"eVar35\":\"\",\"eVar37\":\"Americas : North America : USA : California : Los Angeles, San Diego \\u0026 Southern California : San Diego \\u0026 Around : San Diego\",\"eVar38\":\"USD\",\"oun\":\"lonelyplanet-global\",\"prop1\":\"North America\",\"prop2\":\"USA\",\"prop3\":\"San Diego\",\"prop7\":\"dest things to do\",\"prop8\":\"Sights\",\"prop32\":\"Americas : North America : USA : California : Los Angeles, San Diego \\u0026 Southern California : San Diego \\u0026 Around : San Diego\",\"prop33\":\"USD\",\"un\":\"lonelyplanet-global\",\"pageName\":\"dest : North America : USA : region : sights\",\"channel\":\"dest\",\"prop9\":\"dest sights listing\",\"prop43\":\"\",\"prop46\":\"dest things to do\",\"eVar2\":\"dest\",\"eVar47\":\"\",\"eVar14\":\"dest sights listing\",\"eVar17\":\"dest things to do\",\"list1\":[\"beaches\",\"boats-and-sailing\",\"business-travel\",\"cities\",\"coasts-and-islands\",\"diving-and-snorkelling\",\"surfing\"],\"prop11\":\"\",\"eVar7\":\"\"};\n",
       "//]]>\n",
       "</script>\n",
       "</div>\n",
       "<div class=\"pointer-cover\" id=\"js-pointer-cover\"></div>\n",
       "<div class=\"adunit ad-one-by-one\" data-size-mapping=\"background\" id=\"js-ad-oneByOne\"></div>\n",
       "</div>\n",
       "<!--\n",
       "build: waldorf-production-canary-9f9077f3ac3f998a84f1a3726112fcdcc8edd06f\n",
       "-->\n",
       "</body>\n",
       "</html>"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "soup"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Once you have retrieved the entire data from the website, the next step is to extract the URLs corresponding to specific sights."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In order to do so, we need to define a regular expression for the links in which we are interested. \n",
    "\n",
    "Browsing the HTML of the site we find URLs of the following type\n",
    "\n",
    "    1. /usa/san-diego/sights/\n",
    "    2. /usa/san-diego/sights/nature-wildlife/san-diego-zoo\n",
    "    3. /usa/san-diego/sights/architecture/hotel-del-coronado\n",
    "    4. /usa/san-diego/sights/?page2=id\n",
    "    5. /usa/san-diego/sights/?page1=id+data=x \n",
    "\n",
    "URLs like 2,3 correspond to pages of sights that we are interested in. On the other hand, URLs like 1,4,5 correspond to other information which is not of interest.\n",
    " \n",
    "Write a regex pattern which parses all links starting with /usa/san-diego/sights/ followed by more characters. Make sure that the pattern does not allow links with question marks such as 4,5."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "pattern = '^/usa/san-diego/sights/+[^?]'"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Use the code below to make a list of all useful urls"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "url_list = []\n",
    "for link in soup.find_all('a',href=re.compile(pattern)):\n",
    "    url_list.append(link.get('href'))\n",
    "url_list"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now, visit each of the above found urls, use beautifulsoup to pull their data and then parse their names, latitudes and longitudes and store them in a list/dataframe."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Use the code snippets below in your code to parse individual contents\n",
    "\n",
    "to parse name of the sightseeing point\n",
    " > name = soup.find('h1').get_text().strip()\n",
    "\n",
    "to parse latitudes and longitudes from the sight pages\n",
    " > if div.has_attr('data-latitude'):\n",
    "       lat = div['data-latitude']\n",
    "       \n",
    "       \n",
    " > if div.has_attr('data-longitude'):\n",
    "       lng = div['data-longitude']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "sights_list = []\n",
    "for i in range(len(url_list)):\n",
    "    new_row = []\n",
    "    url = url_list[i]\n",
    "    new_row.append(i+1)\n",
    "    new_url = website+url\n",
    "    r = requests.get(new_url)\n",
    "    data = r.text\n",
    "    soup = BeautifulSoup(data)\n",
    "    new_row.append(soup.find('h1').get_text().strip())\n",
    "    for div in soup.find_all('div'):\n",
    "        if div.has_attr('data-latitude'):\n",
    "            new_row.append(div['data-latitude'])\n",
    "        if div.has_attr('data-longitude'):\n",
    "            new_row.append(div['data-longitude'])\n",
    "    t = tuple(new_row)\n",
    "    sights_list.append(t)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[(1, u'San Diego Zoo', '32.735288', '-117.151517'),\n",
       " (2, u'Hotel del Coronado', '32.67987211', '-117.18040515'),\n",
       " (3, u'Old Town State Historic Park', '32.755146', '-117.19815'),\n",
       " (4, u'USS Midway Museum', '32.714365', '-117.173666'),\n",
       " (5, u'Maritime Museum', '32.720795', '-117.173303'),\n",
       " (6, u'New Children\\u2019s Museum', '32.710639', '-117.164257'),\n",
       " (7, u'San Diego Main Library', '32.708824', '-117.154083'),\n",
       " (8, u'Spreckels Organ Pavilion', '32.729363', '-117.150389'),\n",
       " (9,\n",
       "  u'Museum of Contemporary Art San Diego \\u2013 La Jolla',\n",
       "  '32.844404',\n",
       "  '-117.278012'),\n",
       " (10, u'Mingei International Museum', '32.73098', '-117.151002'),\n",
       " (11, u'California Surf Museum', '33.199281', '-117.383871'),\n",
       " (12, u'Cave Store', '32.849393', '-117.270432')]"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sights_list"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now that we have a table of sightseeiing places imediately around us along with their latitudes and longitudes, use the below function to find distance of each of the sightseeing place from your current location"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "import math\n",
    "def getDistanceFromLatLonInKm(lat1,lon1,lat2,lon2) :\n",
    "    R = 6371 # Radius of the earth in km\n",
    "    dLat = deg2rad(lat2-lat1) # deg2rad below\n",
    "    dLon = deg2rad(lon2-lon1) \n",
    "    a = math.sin(dLat/2)*math.sin(dLat/2)+math.cos(deg2rad(lat1))*math.cos(deg2rad(lat2))*math.sin(dLon/2)*math.sin(dLon/2)\n",
    "\n",
    "    c = 2 * math.atan2(math.sqrt(a), math.sqrt(1-a))\n",
    "    d = R * c #Distance in km\n",
    "    return d\n",
    "\n",
    "\n",
    "def deg2rad(deg) :\n",
    "  return deg * (3.1416/180)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Distance of San Diego Zoo from my location is 18.8014912838kms!\n",
      "Distance of Hotel del Coronado from my location is 23.6821824254kms!\n",
      "Distance of Old Town State Historic Park from my location is 15.163570048kms!\n",
      "Distance of USS Midway Museum from my location is 20.1684911849kms!\n",
      "Distance of Maritime Museum from my location is 19.5017525396kms!\n",
      "Distance of New Children’s Museum from my location is 20.8494855789kms!\n",
      "Distance of San Diego Main Library from my location is 21.3831144844kms!\n",
      "Distance of Spreckels Organ Pavilion from my location is 19.4392919741kms!\n",
      "Distance of Museum of Contemporary Art San Diego – La Jolla from my location is 5.81333659022kms!\n",
      "Distance of Mingei International Museum from my location is 19.252515431kms!\n",
      "Distance of California Surf Museum from my location is 37.2213559843kms!\n",
      "Distance of Cave Store from my location is 4.95366839227kms!\n"
     ]
    }
   ],
   "source": [
    "myLat = 32.88661\n",
    "myLng = -117.24128\n",
    "for i in range(len(sights_list)):\n",
    "    dist = getDistanceFromLatLonInKm(float(sights_list[i][2]),float(sights_list[i][3]),myLat,myLng)\n",
    "    print \"Distance of \"+ sights_list[i][1] + \" from my location is \"+str(dist) + \"kms!\"\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": false
   },
   "source": [
    "## MatplotLib\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Populating the interactive namespace from numpy and matplotlib\n"
     ]
    }
   ],
   "source": [
    "%pylab inline\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "In this exercise we will plot a list of datasets in the form of histograms in the same plot. For this we will use the function plotHistograms given below, which takes a dataset, and bin count and outputs a histogram plot containing multiple horizonta bars."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/png": [
       "iVBORw0KGgoAAAANSUhEUgAAAXYAAAEACAYAAACnJV25AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n",
       "AAALEgAACxIB0t1+/AAADOhJREFUeJzt3V+MXGUZx/Hfr2y6u0g0RmTXUBGNQZGYQGOICQZXDVCu\n",
       "CoYYuBIxhIQQvSAGgQsW4oXhgsRouNFKiJEQ/wQRDFgQFgIGIZZKsX+oGv6zIzFVQ2i1lseLOZhx\n",
       "6bYzc94zZ+bZ7yfZdGf29D3PyfT8+u4758zjiBAAII91bRcAACiLYAeAZAh2AEiGYAeAZAh2AEiG\n",
       "YAeAZKbqDmB7WtKjktZXX3dHxHV1xwUADMclrmO3fWxEvGn7GEmPS7o6Ih6vPTAAYGBFlmIi4s3q\n",
       "2+lqzH0lxgUADK5IsNteZ/tpScuSliJiZ4lxAQCDKzVjfysizpC0QdLZtj9bYlwAwOBqv3naKyL+\n",
       "aftXkj4l6ZHen9nmQ2kAYAgR4UG2L3FVzPGSDkbEP2zPSjpH0o0lipskthcjYrHtOpqS+fgyH5vE\n",
       "8U26YSbFJWbsH5B0u22ru7Tzo4j4TYFxAQBDqB3sEbFD0sYCtQAACuDO03KW2i6gYUttF9CgpbYL\n",
       "aNhS2wU0bKntAsZNkRuU+tqRHZnX2AGgCcNkJzN2AEiGYAeAZAh2AEiGYAeAZAh2AEiGYAeAZAh2\n",
       "AEiGYAeAZAh2AEiGYAeAZAh2AEiGYAeAZAh2AEiGYAeAZAh2AEiGYMeaYs8u247+vmaX264XGAaN\n",
       "NrCmdBsD9/tv3qkbsGMy0GgDAECwA0A2BDsAJEOwA0AyBDsAJEOwA0AyBDsAJEOwA0AyBDsAJEOw\n",
       "A0AyBDsAJEOwA0AyBDsAJEOwA0AyBDsAJEOwA0AyBDsAJFM72G1vsP2Q7T/a3mH7ayUKAwAMp3Zr\n",
       "PNvzkuYjYrvt4yT9XtLmiNi9Yjta46F1tMbDpGmlNV5ELEfE9ur7NyTtknRi3XEBAMOZKjmY7ZMl\n",
       "nS7pdyXHBY7Enl2WDsz1t/W0pH4nP9PVDL8fM52I/fN9Dgw0qliwV8swP5P09WrmfrhtFnseLkXE\n",
       "Uqn9Yy07MNf/8kpT3Od/LMCR2V6QtFBrjLpr7FUhU5LulXRfRHxnlW1YY0cjBls3b6wK1uPRiFbW\n",
       "2Cs/lLRztVAHAIxOiatizpL0qKQd6k6bQtJ1EXH/iu2YsaMRzNiR2TDZWWQppq8dEexoCMGOzNpc\n",
       "igEAjAmCHQCSIdgBIBmCHQCSIdgBIBmCHQCSIdgBIBmCHQCSIdgBIBmCHQCSIdgBIBmCHQCSIdgB\n",
       "IBmCHQCSIdgBIBmCHQCSKdbMGijFnl3uNqju17SktntcTFcNP/ox04nYP99sPVjL6KCEsTMeHZGa\n",
       "RLcl9I8OSgAAgh0AsiHYASAZgh0AkiHYASAZgh0AkiHYASAZgh0AkiHYASAZgh0AkiHYASAZgh0A\n",
       "kiHYASAZgh0AkiHYASAZgh0AkiHYASCZIsFue4vtju1nSowHABheqRn7bZLOKzQWAKCGIsEeEY9J\n",
       "2ldiLABAPVNtF4Dh2LPL0oG5tutoxrSkzL2ep6uG3VnNdCL2z7ddxVpGsE+sA3NS4mzABHPSCcfk\n",
       "GGmw217sebgUEUuj3D8AjDvbC5IWao0RUWbWZ/tkSfdExCdX+XlERObfr0eq+6s8M3aMI4tzvZxh\n",
       "srPU5Y53SPqtpFNsv2j7KyXGBQAMrtiM/ag7YsZeFDN2jC9m7CW1NmMHAIwPgh0AkiHYASAZgh0A\n",
       "kiHYASAZgh0AkiHYASAZgh0AkiHYASAZgh0AkiHYASAZgh0AkiHYASAZgh0AkiHYASAZgh0AkiHY\n",
       "ASCZkTazxuDs2WXpwGG6vk9LokkNxtF01eFrpZlOxP750dez9tAab8zRAg950DJvGLTGAwAQ7ACQ\n",
       "DcEOAMkQ7ACQDMEOAMkQ7ACQDMEOAMkQ7ACQDMEOAMkQ7ACQDMEOAMkQ7ACQDMEOAMkQ7ACQDMEO\n",
       "AMkQ7ACQDMEOAMkUCXbbm2zvtv2c7WtKjAkAGE7t1ni210l6TtIXJL0q6SlJF0fE7hXb0RpvCLTG\n",
       "Qx60xhtGW63xzpS0NyJeiIiDku6UtLnAuACAIUwVGONESS/1PH5Z3bAfCXt2WTowN6r9jd60JCY5\n",
       "yGC6+g00o5lOxP75tqt4W4lgb9mBOZYqALTLYzW5LBHsr0g6qefxhuq5d7C92PNwKSKWCuwfANKw\n",
       "vSBpodYYBd48PUbSHnXfPH1N0pOSLomIXSu2a+TNU95cBNC+5t4YHiY7a8/YI+KQ7askbVX3zdgt\n",
       "K0MdADA6tWfsfe+IGTuAtMZrxs6dpwCQDMEOAMkQ7ACQDMEOAMkQ7ACQDMEOAMkQ7ACQDMEOAMkQ\n",
       "7ACQDMEOAMkQ7ACQDMEOAMkQ7ACQDMEOAMkQ7ACQDMEOAMkkaGY90xm3RrIA1pqZTtsV9Jr4DkpZ\n",
       "0AkKa1NznYeyoIMSAIBgB4BsCHYASIZgB4BkCHYASIZgB4BkCHYASIZgB4BkCHYASIZgB4BkCHYA\n",
       "SIZgB4BkCHYASIZgB4BkCHYASIZgB4BkCHYASIZgB4BkagW77YtsP2v7kO2NpYoCAAyv7ox9h6QL\n",
       "JT1SoBYAQAFTdf5yROyRJNs0o61tpiN5ru0qgNGa6bRdQUa1gh3lROyfb7uGI7EdUrRdBoZiDdrl\n",
       "HpPtqMFu+wFJvTNJq3uGXx8R9wyyM9uLPQ+XImJpkL8PANnZXpC0UGuMiPqzMNsPS7o6IrYdYZtg\n",
       "1jC5mLFPMmbsk2yY7Cx5uSP/cABgDNS93PEC2y9J+rSke23fV6YsAMCwiizF9LUjlmImGksxk4yl\n",
       "mEnW9lIMAGAMEOwAkAzBDgDJEOwAkAzBDgDJEOwAkAzBDgDJEOwAkAzBDgDJEOwAkAzBDgDJEOwA\n",
       "kAzBDgDJEOwAkAzBDgDJEOwAkMxRm1kDXTMdyXNH3w7jZ6bTdgUYLTooYezk79ZERyP0jw5KAACC\n",
       "HQCyIdgBIBmCHQCSIdgBIBmCHQCSIdgBIBmCHQCSIdgBIBmCHQCSIdgBIBmCHQCSIdgBIBmCHQCS\n",
       "IdgBIBmCHQCSIdgBIJlawW77Ztu7bG+3/XPb7y5VGABgOHVn7FslnRYRp0vaK+na+iVNJtsLbdfQ\n",
       "pNzHt9R2AY3K/drlP75h1Ar2iHgwIt6qHj4haUP9kibWQtsFNGyh7QKas9R2AU1baLuAhi20XcC4\n",
       "mSo41mWS7iw4HtasmY7kudHu88YR7mumM8KdYQ06arDbfkBS70lmdVvIXx8R91TbXC/pYETc0UiV\n",
       "WFMi9s+Pcn+2FyNicZT7BJrkiKg3gH2ppMslfT4i/nWE7ertCADWqIjwINvXWoqxvUnSNySdfaRQ\n",
       "H6YwAMBwas3Ybe+VtF7S36qnnoiIK0sUBgAYTu2lGADAeGn0zlPbF9l+1vYh2xt7nv+Q7Tdtb6u+\n",
       "bm2yjqasdnzVz661vbe6gevctmosxfYNtl/uec02tV1TCbY32d5t+znb17RdT2m2n7f9B9tP236y\n",
       "7Xrqsr3Fdsf2Mz3Pvdf2Vtt7bP/a9nvarLGOVY5v4HOv6Y8U2CHpQkmPHOZnf4qIjdXXpC7fHPb4\n",
       "bJ8q6UuSTpV0vqRbbWd4j+GWntfs/raLqcv2Oknfk3SepNMkXWL74+1WVdxbkhYi4oyIOLPtYgq4\n",
       "Td3Xq9c3JT0YER+T9JAm+0bJwx2fNOC512iwR8SeiNir7iWSK0180B3h+DZLujMi/hMRz6t7V26G\n",
       "k2riX7MVzpS0NyJeiIiD6t6HsbnlmkqzEn0mVEQ8Jmnfiqc3S7q9+v52SReMtKiCVjk+acBzr80X\n",
       "/OTq14qHbX+mxTqacKKkl3oev1I9N+muqj4X6AeT/Otuj5Wv08vK8Tr1CkkP2H7K9uVtF9OQEyKi\n",
       "I0kRsSzphJbracJA517tO0/7uYHpMF6VdFJE7KvWpn9h+xMR8Ubdekob8vgm0pGOVdKtkm6KiLD9\n",
       "LUm3SPrq6KvEgM6KiNdsv1/dgN9VzQozy3ZFyMDnXu1gj4hzhvg7B1X9uhER22z/WdIpkrbVrae0\n",
       "YY5P3Rn6B3seb6ieG2sDHOv3JWX4T+0VSSf1PJ6I12kQEfFa9efrtu9Sd/kpW7B3bM9FRMf2vKS/\n",
       "tl1QSRHxes/Dvs69US7F/G+NyPbx1RtXsv0RSR+V9JcR1tKE3jWwX0q62PZ62x9W9/gm+oqE6oR5\n",
       "2xclPdtWLQU9Jemj1VVa6yVdrO5rl4LtY20fV33/LknnKsfrZr3zfLu0+v7Lku4edUGF/d/xDXPu\n",
       "lfwQsHewfYGk70o6XtK9trdHxPmSzpZ0k+1/q/uu/RUR8fcma2nCascXETtt/0TSTkkHJV0Zk3/D\n",
       "wM22T1f39Xpe0hXtllNfRByyfZW6Hz+9TtKWiNjVclklzUm6q/o4jylJP46IrS3XVIvtO9T9NMf3\n",
       "2X5R0g2Svi3pp7Yvk/SCulekTaRVju9zg5573KAEAMmkuQwKANBFsANAMgQ7ACRDsANAMgQ7ACRD\n",
       "sANAMgQ7ACRDsANAMv8FzLbIHa6C4hIAAAAASUVORK5CYII=\n"
      ],
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7f997486cb50>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "ax = plt.subplot(111)\n",
    "def plotHistograms(data,binCount):\n",
    "    minVal=np.min(data)\n",
    "    maxVal=np.max(data)\n",
    "    hist=np.histogram(data, range=(minVal,maxVal), bins=binCount)\n",
    "    bin_edges = np.linspace(minVal, maxVal, binCount+1)\n",
    "    centers = .5 * (bin_edges + np.roll(bin_edges, 1))[:-1]\n",
    "    heights = np.diff(bin_edges)\n",
    "    ax=plt.subplot(111)\n",
    "    lefts = 0 - .5 * hist[0]\n",
    "    ax.barh(centers, hist[0], height=heights, left=lefts)\n",
    "\n",
    "data=np.random.normal(0, 1, 100)\n",
    "binCount=10\n",
    "plotHistograms(data,binCount)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Use the above function to plot multiple histograms on the same plot corresponding to the datasets given below. An example graph below shows how multiple histograms can be accommodated in the same plot. Use bin count of 100 for each of the histograms. You are free to modify the function, or write your own"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/png": [
       "iVBORw0KGgoAAAANSUhEUgAAAXkAAAEACAYAAABWLgY0AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n",
       "AAALEgAACxIB0t1+/AAADT9JREFUeJzt3V+InfWdx/H3J2bdZbsiqCA0aWRXK4LUSmmzQr0Ya1lj\n",
       "b1K8qQouFQqBbcreVbwo5qa4l6Vb2pIShF6UFOrCZncrWopDkVWbQo39k5hoi02itWit0IKQhu9e\n",
       "zNGcnSZznpk5c87k6/sFA/Oc88sz3/yYeefJ+ZOkqpAk9bRl3gNIkjaOkZekxoy8JDVm5CWpMSMv\n",
       "SY0ZeUlqbGLkkxxI8lqS51dY89UkJ5I8l+Tm6Y4oSVqrIVfyjwB3XOjOJHcC11bVB4E9wDenNJsk\n",
       "aZ0mRr6qngLeXGHJbuDbo7XPApcnuXo640mS1mMaj8lvA06OHZ8e3SZJmjOfeJWkxrZO4RyngQ+M\n",
       "HW8f3fYXkvgP5UjSGlRV1vLrhkY+o4/zOQR8HvhukluAP1TVaxc60VoH7SbJvqraN+85NgP34hz3\n",
       "4hz34pz1XCBPjHyS7wALwJVJfgM8BFwKVFXtr6rvJ/lUkheBPwH3r3UYSdJ0TYx8Vd07YM3e6Ywj\n",
       "SZomn3idn8V5D7CJLM57gE1kcd4DbCKL8x6gg8zyPw1JUj4mL0mrs552eiUvSY0ZeUlqzMhLUmNG\n",
       "XpIaM/KS1JiRl6TGjLwkNWbkJakxIy9JjRl5SWrMyEtSY0Zekhoz8pLUmJGXpMaMvCQ1ZuQlqTEj\n",
       "L0mNGXlJaszIS1JjRl6SGjPyktSYkZekxoy8JDVm5CWpMSMvSY0ZeUlqzMhLUmNGXpIaM/KS1JiR\n",
       "l6TGjLwkNWbkJakxIy9JjRl5SWpsUOST7EpyLMnxJA+c5/4rkzyW5LkkP0vy2alPKklatVTVyguS\n",
       "LcBx4HbgFeAwcHdVHRtb8xDwN1X1YJKrgBeAq6vqz8vOVVWVKf8eJKm19bRzyJX8TuBEVb1cVWeA\n",
       "g8DuZWt+C1w2+vwy4I3lgZckzd7WAWu2ASfHjk+xFP5x3wJ+mOQV4O+Az0xnPEnSegyJ/BAPAkeq\n",
       "6rYk1wI/SHJTVf1x+cIk+8YOF6tqcUozSFILSRaAhWmca0jkTwM7xo63j24b93HgywBV9VKSXwM3\n",
       "AD9ZfrKq2remSSXpPWJ08bv4zvHoec81GfKY/GHguiTXJLkUuBs4tGzNUeCTo2GuBq4HfrXWoSRJ\n",
       "0zHxSr6qzibZCzzB0h8KB6rqaJI9S3fXfuBh4JEkR4AAX6yq32/k4JKkySa+hHKqX8yXUErSqm30\n",
       "SyglSRcpIy9JjRl5SWrMyEtSY0Zekhoz8pLUmJGXpMaMvCQ1ZuQlqTEjL0mNGXlJaszIS1JjRl6S\n",
       "GjPyktSYkZekxoy8JDVm5CWpMSMvSY0ZeUlqzMhLUmNGXpIaM/KS1JiRl6TGjLwkNWbkJakxIy9J\n",
       "jRl5SWrMyEtSY0Zekhoz8pLUmJGXpMaMvCQ1ZuQlqTEjL0mNGXlJamxQ5JPsSnIsyfEkD1xgzUKS\n",
       "nyb5eZInpzumJGktUlUrL0i2AMeB24FXgMPA3VV1bGzN5cD/Av9UVaeTXFVVr5/nXFVVmeZvQJK6\n",
       "W087h1zJ7wROVNXLVXUGOAjsXrbmXuDRqjoNcL7AS5Jmb0jktwEnx45PjW4bdz1wRZInkxxOct+0\n",
       "BpQkrd3WKZ7nI8AngPcBTyd5uqpenNL5JUlrMCTyp4EdY8fbR7eNOwW8XlVvA28n+RHwYeAvIp9k\n",
       "39jhYlUtrmZgSeouyQKwMJVzDXji9RLgBZaeeH0V+DFwT1UdHVtzA/DvwC7gr4Fngc9U1S+Xncsn\n",
       "XiVpldbTzolX8lV1Nsle4AmWHsM/UFVHk+xZurv2V9WxJI8DzwNngf3LAy9Jmr2JV/JT/WJeyUvS\n",
       "qm30SyglSRcpIy9JjRl5SWrMyEtSY0Zekhoz8pLUmJGXpMaMvCQ1ZuQlqTEjL0mNGXlJaszIS1Jj\n",
       "Rl6SGjPyktSYkZekxoy8JDVm5CWpMSMvSY0ZeUlqzMhLUmNGXpIaM/KS1JiRl6TGjLwkNWbkJakx\n",
       "Iy9JjRl5SWrMyEtSY0Zekhoz8pLUmJGXpMaMvCQ1ZuQlqTEjL0mNGXlJaszIS1JjgyKfZFeSY0mO\n",
       "J3lghXUfS3ImyV3TG1GStFYTI59kC/A14A7gRuCeJDdcYN2/AY9Pe0hJ0toMuZLfCZyoqper6gxw\n",
       "ENh9nnVfAL4H/G6K80mS1mFI5LcBJ8eOT41ue1eS9wOfrqpvAJneeJKk9ZjWE69fAcYfqzf0krQJ\n",
       "bB2w5jSwY+x4++i2cR8FDiYJcBVwZ5IzVXVo+cmS7Bs7XKyqxVVNLEnNJVkAFqZyrqqa9MUuAV4A\n",
       "bgdeBX4M3FNVRy+w/hHgv6rqP85zX1WVV/mStArraefEK/mqOptkL/AESw/vHKiqo0n2LN1d+5f/\n",
       "krUMIkmavolX8lP9Yl7JS9KqraedvuNVkhoz8pLUmJGXpMaMvCQ1ZuQlqTEjL0mNGXlJaszIS1Jj\n",
       "Rl6SGjPyktSYkZekxoy8JDVm5CWpMSMvSY0ZeUlqzMhLUmNGXpIaM/KS1JiRl6TGjLwkNWbkJakx\n",
       "Iy9JjRl5SWrMyEtSY0Zekhoz8pLUmJGXpMaMvCQ1ZuQlqTEjL0mNGXlJaszIS1JjRl6SGjPyktSY\n",
       "kZekxoy8JDU2KPJJdiU5luR4kgfOc/+9SY6MPp5K8qHpjypJWq1U1coLki3AceB24BXgMHB3VR0b\n",
       "W3MLcLSq3kqyC9hXVbec51xVVZnmb0CSultPO4dcye8ETlTVy1V1BjgI7B5fUFXPVNVbo8NngG1r\n",
       "GUaSNF1DIr8NODl2fIqVI/454LH1DCVJmo6t0zxZktuA+4FbV1izb+xwsaoWpzmDJF3skiwAC9M4\n",
       "15DInwZ2jB1vH922fKibgP3Arqp680Inq6p9q5xRkt5TRhe/i+8cJ3loreca8nDNYeC6JNckuRS4\n",
       "Gzg0viDJDuBR4L6qemmtw0iSpmvilXxVnU2yF3iCpT8UDlTV0SR7lu6u/cCXgCuArycJcKaqdm7k\n",
       "4JKkySa+hHKqX8yXUErSqm30SyglSRcpIy9JjRl5SWrMyEtSY0Zekhoz8pLUmJGXpMaMvCQ1ZuQl\n",
       "qTEjL0mNGXlJaszIS1JjRl6SGjPyktSYkZekxoy8JDVm5CWpMSMvSY0ZeUlqzMhLUmNGXpIaM/KS\n",
       "1JiRl6TGjLwkNWbkJakxIy9JjRl5SWrMyEtSY0Zekhoz8pLUmJGXpMaMvCQ1ZuQlqTEjL0mNGXlJ\n",
       "amxQ5JPsSnIsyfEkD1xgzVeTnEjyXJKbpzumJGktJkY+yRbga8AdwI3APUluWLbmTuDaqvogsAf4\n",
       "5gbM2kqShXnPsFm4F+e4F+e4F9Mx5Ep+J3Ciql6uqjPAQWD3sjW7gW8DVNWzwOVJrp7qpP0szHuA\n",
       "TWRh3gNsIgvzHmATWZj3AB0Mifw24OTY8anRbSutOX2eNZKkGfOJV0lqbOuANaeBHWPH20e3LV/z\n",
       "gQlrAEhSqxmwsyQPzXuGzcK9OMe9OMe9WL8hkT8MXJfkGuBV4G7gnmVrDgGfB76b5BbgD1X12vIT\n",
       "VVXWOa8kaRUmRr6qzibZCzzB0sM7B6rqaJI9S3fX/qr6fpJPJXkR+BNw/8aOLUkaIlU+eiJJXW3I\n",
       "E6++eeqcSXuR5N4kR0YfTyX50DzmnIUh3xejdR9LcibJXbOcb5YG/owsJPlpkp8neXLWM87KgJ+R\n",
       "K5M8NmrFz5J8dg5jbrgkB5K8luT5FdasvptVNdUPlv7geBG4Bvgr4DnghmVr7gT+Z/T5PwLPTHuO\n",
       "zfAxcC9uAS4ffb7rvbwXY+t+CPw3cNe8557j98XlwC+AbaPjq+Y99xz34iHg4Xf2AXgD2Drv2Tdg\n",
       "L24Fbgaev8D9a+rmRlzJ++apcybuRVU9U1VvjQ6foe/7C4Z8XwB8Afge8LtZDjdjQ/biXuDRqjoN\n",
       "UFWvz3jGWRmyF78FLht9fhnwRlX9eYYzzkRVPQW8ucKSNXVzIyLvm6fOGbIX4z4HPLahE83PxL1I\n",
       "8n7g01X1DaDzK7GGfF9cD1yR5Mkkh5PcN7PpZmvIXnwLuDHJK8AR4F9nNNtms6ZuDnkJpWYgyW0s\n",
       "vSrp1nnPMkdfAcYfk+0c+km2Ah8BPgG8D3g6ydNV9eJ8x5qLB4EjVXVbkmuBHyS5qar+OO/BLgYb\n",
       "EfmpvnnqIjdkL0hyE7Af2FVVK/117WI2ZC8+ChxMEpYee70zyZmqOjSjGWdlyF6cAl6vqreBt5P8\n",
       "CPgwS49fdzJkLz4OfBmgql5K8mvgBuAnM5lw81hTNzfi4Zp33zyV5FKW3jy1/If0EPDPACu9eaqB\n",
       "iXuRZAfwKHBfVb00hxlnZeJeVNU/jD7+nqXH5f+lYeBh2M/IfwK3Jrkkyd+y9ETb0RnPOQtD9uIo\n",
       "8EmA0WPQ1wO/mumUsxMu/DfYNXVz6lfy5Zun3jVkL4AvAVcAXx9dwZ6pqp3zm3pjDNyL//dLZj7k\n",
       "jAz8GTmW5HHgeeAssL+qfjnHsTfEwO+Lh4FHkhxhKYBfrKrfz2/qjZHkOyz9y5tXJvkNS68qupR1\n",
       "dtM3Q0lSY/4rlJLUmJGXpMaMvCQ1ZuQlqTEjL0mNGXlJaszIS1JjRl6SGvs//Mey01yz7+4AAAAA\n",
       "SUVORK5CYII=\n"
      ],
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7f9974756d50>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "number_of_data_points = 100\n",
    "data_sets = [np.random.normal(0, 1, number_of_data_points),\n",
    "             np.random.normal(6, 1, number_of_data_points),\n",
    "             np.random.normal(-3, 1, number_of_data_points),\n",
    "             np.random.normal(3, 1, number_of_data_points),\n",
    "             np.random.normal(-6, 1, number_of_data_points),\n",
    "             np.random.normal(12, 1, number_of_data_points)\n",
    "            ]\n",
    "ax = plt.subplot(111)\n",
    "#Write code here\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/png": [
       "iVBORw0KGgoAAAANSUhEUgAAAX8AAAEACAYAAABbMHZzAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n",
       "AAALEgAACxIB0t1+/AAAEZhJREFUeJzt3W+MZuVZx/Hfb8XObKuu2MisloIljQVJEInBKjEdJZa1\n",
       "RqiNaYrGFDVNEyU2apqCvFia+EYTaZpUXii4qQ1IbCuyNP2zEDommNRikPCfri+ggMxjGxFTwyBl\n",
       "L1+cM+3Zmeffec7/c38/ycnOc+aZ51w7z8w197muc5/bESEAQFoOdB0AAKB9JH8ASBDJHwASRPIH\n",
       "gASR/AEgQSR/AEhQLcnf9q22J7YfLuw7avs52w/m25E6jgUAqK6ukf8xSVdM2X9TRFySb1+s6VgA\n",
       "gIpqSf4Rcb+kF6d8ynW8PgCgXk3X/K+1/ZDtW2wfavhYAIAlNZn8b5Z0XkRcLGlb0k0NHgsAUMIZ\n",
       "Tb1wRHyj8PCvJd097Xm2ubkQAKwgIlYurdeZ/K1Cjd/24YjYzh++R9Kjs76wyn+ga7ZvjIgbu45j\n",
       "VcTfrSHHP+TYpVHEX2ngXEvyt327pE1Jb7T9dUlHJf2C7YslnZL0tKQP1nEsAEB1tST/iPiNKbuP\n",
       "1fHaAID6McO3uq2uA6hoq+sAKtrqOoCKtroOoIKtrgOoaKvrALrkrhdzsR1DrvkDQBeq5k5G/gCQ\n",
       "IJI/ACSI5A8ACWpskhcAdMk+uC3tbFR7lfVJxMuH64moX2j4AhilbBJU1fzm3k5CpeELACiN5A8A\n",
       "CaLmD2Ck1k9JrjjAXT9VTyz9Q/IHMFI7B2qo+Y+2OjLa/xgAYDaSPwAkiOQPAAmi5g+g91absLWm\n",
       "wvpSK1pbYdGUYUwMY5IXgN6rZ8JWW9qZGMYkLwBAaSR/AEgQyR9A79gHt23H7vbd+v0QtqxPkG0H\n",
       "txv6FlVGzR9A7wyrxj9Pc/V/av4AgNJI/gCQIJI/ACSISV4Aemh9IrniKlx9sD7pOoJZaPgC6L1h\n",
       "NYCZ5AUA6CmSPwAkiOQPAAmi4QtgAIbUAO5vk7eIhi+Aweq2EdxOY3fm0Wn4AgDKIvkDQIKo+QMY\n",
       "sC57AcOo7c9CzR/A6NTbC+i2tj8LNX8AQGkkfwBIUC3J3/attie2Hy7sO9P2CdtP2f6S7UN1HAsA\n",
       "UF1dI/9jkq7Ys+86SfdGxNsk3Sfp+pqOBQALrE/qW5Zx2I3dWWpr+No+V9LdEXFR/vhJSe+IiInt\n",
       "w5K2IuL8KV9HwxdAa6Y3g/vZ1J2nzw3fsyJiIkkRsS3prAaPBQAooc3r/GeeYti+sfBwKyK2Go8G\n",
       "AAbE9qakzdper8GyzxOSNgtlny9HxAVTvo6yD4DG2Ae3pZ3CRLA1Sa/seVZx3/ok4uXD7US3uj6V\n",
       "fXa7I7uOS7om//j9ku6q8VgAsKSdjazwsLvt6PTHe/ftDOTuodXUMvK3fbuy05E3SppIOirpHyV9\n",
       "WtKbJT0j6b0R8d9TvpaRP4DGlJ/tO4zmb9Xcye0dAIwayX86ZvgCQIJI/gBGruyEr3FO6tqLsg8A\n",
       "DBBlHwBAaSR/AEgQyR8AEkTyB4AEkfwBIEEkfwBIEMkfABJE8geABJH8ASBBJH8ASBDJHwASRPIH\n",
       "gASR/AEgQST/hNgHt23H4u3gdtexAmgWt3ROyPIrGg1jJSMgZdzSGQBQGskfABJE8geABJH8R2RR\n",
       "Q1da03JrmK6JhjAwbjR8R2T5hm7lI9EQBjpGwxcAUBrJHwASdEbXAWA5WZ19Z2P+s3Zr+k1by0tM\n",
       "86xPIl4+3EIwAFZAzX8g2qvn14W+ANAkav4AgNJI/gCQIJI/ACSI5N9jxUlby0/Q6stWnCjGpDCg\n",
       "b2j49tjwmryz0PwF6kbDFwBQGskfABLEJK9eW59IXjCxawjWJ11HAOB0jdf8bT8t6SVJpyS9GhGX\n",
       "7vk8Nf8Fhlv7p9YPNKVq7mxj5H9K0mZEvNjCsQAAS2ij5u+WjgMAWFIbSTkk3WP7AdsfaOF4AIAF\n",
       "2ij7XBYRL9j+YWV/BJ6IiPtbOO6IDLXxS6MX6KvGk39EvJD/+w3bd0q6VNJpyd/2jYWHWxGx1XRc\n",
       "QzLr1sj9aQTT2AWaZntT0mZtr9fk1T62Xy/pQER8y/YbJJ2Q9NGIOFF4Dlf7rIjkP0zT12Zg/QOU\n",
       "0/erfTYk3Zkv/HGGpNuKiR9I087G/j/aQyzrYci4t8+ALbe6VxsYtZYx/YyNsyeUUzV3kvwTsHp5\n",
       "iITUBJI/6sCN3QAApZH8gQYU12LYu01fm6G4/sHejfUQUD/KPgmg7NO+eq/E4n3AfpR9sIT1yWqr\n",
       "cTFJCxgrRv4JWX40ykizKkb+aBojf6CXVj3b4gwM7WDknxBG/u2qZ/TPe4HpGPmjhGVHo4w0gbFj\n",
       "5J+o/aNSRph1Y+SPJjHyBwCUxgLuwAKr30NpdzJXFWv5GURZ3G8J81H2SRRln+X159bZZfB+jh1l\n",
       "H6xob/OXJi+QEkb+wAKM/NFHjPyBhuzenG36jdj6vhVvFMeN4bAfI39ghmGO+KfhLGCMGPkDAEoj\n",
       "+QNAgrjOH5hpfaJRLKzOlVzYj5o/MMfw6/7U+8eKmj8AoDSSPwAkiOQPAAki+ZewO+ln8cakmvGo\n",
       "c0WuLjaavZiOhm8JrISFWdptDPPzBRq+AIAVkPwBIEFM8gJq0eaEMOr4qI6af8HiFZvWJL2yxCst\n",
       "eh6rLKWiWi+A2j5mq5o7Sf4F7TXt+KVOBckfTaHhCwAojeQPAAki+Z+mrQk9NOzSUeVnip8TNIea\n",
       "/xTN1f6p4aZsuZ8rfkawHGr+AIDSGk/+to/YftL212x/pOnjAQAWazT52z4g6ROSrpB0oaSrbZ/f\n",
       "5DEXx7T45mzZdfpN1PrXxE3hUrZM/Z86P9rR9AzfSyWdjIhnJMn2HZKukvRkw8edY2ej3yszjWHZ\n",
       "QEzDxD70SdNlnzdJerbw+Ll8HwCgQzR8ASBBTZd9npd0TuHx2fm+09i+sfBwKyK2VjnY4nvzSN+t\n",
       "5/fVWn5J4DzcGwhIje1NSZu1vV6T1/nb/h5JT0m6XNILkr4q6eqIeKLwnNqu8293QY0ucS04kLqq\n",
       "ubPRkX9EvGb7WkknlJWYbi0mfgBAN0Y1w5eRP4BU9Hrk3742F9ToEteCA6hmVCP/ssft11kCo3kA\n",
       "y+PePkjCMjOzmSkNLI+Rf28w8p+n/PvF9xPjxsgfAFDayBq+ZfStOUwTF0B7ki37lLF6iYjSQ10o\n",
       "+wCno+yDRJRdDpEzKWAeRv5LYOTfH/PfC77fSAeTvFqxfkryCmdJ66fqjwUAqiP5L2XnwIojf8pq\n",
       "AHqJ5ITemTeha/4Sm4uWyWTiF7CLmv8SqPm3q7kJeLwfGA9q/q2g5g9gXEj+S6HmD2BcSE4AkCCS\n",
       "P3ola8rOa+pW2dZE0xfIUPZZyqr3AWKWaXk7G83ebbVP93MCusPVPuiV5m+1zRU/GAfu7QMAKI2y\n",
       "D1qT1dt3FpRdduv9TVnLzy5mWZ9EvHy4wQCAXqDsg9b0b/W0aSgLYRgo+wAASiP5A0CCSP5oVPEm\n",
       "bc1dv1/3XABuBofxo+aPRg2jzj8PPQD0EzV/AEBpJH8ASBDJH8BS5i2yQ49keKj5ozFZIogN6ZWu\n",
       "Q6lgTZKZ+KVl+zf0SNpSNXeS/NGY4Td7d5HQJJJ/39DwBQCURvIHgARxYzc0aNV1EPqGdRkyy6xl\n",
       "zbrVQ0HNH71Ub7+AOnQdqPn3CzV/AEBpjSV/20dtP2f7wXw70tSxAADlNF3zvykibmr4GBilOvsF\n",
       "1OyBvZpO/tT+sJJpk6qW7wNQd67D/pXXllllbe9KaayM1ldN1/yvtf2Q7VtsH2r4WABqtbOR/bHd\n",
       "3XZ0+uNp297nLFq2E12pdLWP7XskFd9cK3vHb5D0FUnfjIiw/aeSfiQifnfKa4SkjxZ2bUXE1spB\n",
       "YbQY+berniuueC/qYntT0mZh19He397B9rmS7o6Ii6Z8jks9sRSSf7tI/v3W20s9bRfrfO+R9GhT\n",
       "x0Iq1ifLrcZFg3dV9a+8VlwZjTt+9kljI3/bfyvpYkmnJD0t6YMRse+XkpE/0B/N3oyPs4A6cVdP\n",
       "ALUh+Q9Hb8s+AID+IvkDQIK4qycwIvsnZpW1zESu1V/79AlgZTFhrE7U/IERGc/qadPQMyii5g8A\n",
       "KI3kDwAJIvkDQIJo+AKjMpalM6dh5nadaPgCIzSuxi+N3mlo+AIASiP5A0CCqPkDozSm2j+1/iZQ\n",
       "8wcSMYw+APX9ZVHzBwCURvIHgASR/AEgQTR8gWQMoQlMc7ctNHwB7FNvc5gmbhNo+AIASiP5A0CC\n",
       "SP4AplifZCt61bFRx+8jav4A5ipf/6fG3wZq/gCA0kj+AJAgkj8AJIjkD2CBss1fGrxDQMMXAAaI\n",
       "hi8AoDSSPwAkiOQPAAki+QNAgkj+AJAgkj8AJIjkDwAJIvkDQIIqJX/bv277Uduv2b5kz+eut33S\n",
       "9hO231ktTABAnaqO/B+R9GuS/qm40/YFkt4r6QJJvyzpZtujnMVre7PrGKog/m4NOf4hxy4NP/6q\n",
       "KiX/iHgqIk4qu6FH0VWS7oiIb0fE05JOSrq0yrF6bLPrACra7DqAija7DqCiza4DqGCz6wAq2uw6\n",
       "gC41VfN/k6RnC4+fz/cBAHrgjEVPsH2PpI3iLmXL+twQEXc3FRgAoDm13NXT9pcl/XFEPJg/vk5S\n",
       "RMSf5Y+/KOloRPzLlK/t9raiADBQVe7quXDkX0IxiOOSbrP9MWXlnrdK+uq0L+J2zgDQvqqXer7b\n",
       "9rOS3i7pc7a/IEkR8bikv5f0uKTPS/q96HrhAADAd3S+mAsAoH2dzfC1/ef5BLCHbH/W9g8UPjeI\n",
       "CWK2j9h+0vbXbH+k63jmsX227ftsP2b7Edt/kO8/0/YJ20/Z/pLtQ13HOo/tA7YftH08fzyY+G0f\n",
       "sv3p/Of6Mds/M7D4r8/jftj2bbZf1+f4bd9qe2L74cK+mfH2Le/MiL+2vNnl7R1OSLowIi5WNg/g\n",
       "ekmy/RMawAQx2wckfULSFZIulHS17fO7jWqub0v6o4i4UNLPSvr9PN7rJN0bEW+TdJ/y96HHPqSs\n",
       "nLhrSPF/XNLnI+ICST8p6UkNJH7b50r6gKSfioiLlPULr1a/4z+m7PezaGq8Pc070+KvLW92lvwj\n",
       "4t6IOJU//Iqks/OPr9QwJohdKulkRDwTEa9KukPZ5LZeiojtiHgo//hbkp5Q9j2/StIn86d9UtK7\n",
       "u4lwMdtnS3qXpFsKuwcRfz5C+/mIOCZJ+c/3SxpI/JL+R9L/SXqD7TMkHVQ2f6e38UfE/ZJe3LN7\n",
       "Vry9yzvT4q8zb/blxm6/o6wxLA1ngtjeOJ9TP+Pcx/aPSbpY2Q/PRkRMpOwPhKSzuotsoY9J+rCy\n",
       "eSa7hhL/WyR90/axvGz1V7Zfr4HEHxEvSvoLSV9X9jv5UkTcq4HEX3DWjHiHkneKKuXNRpO/7Xvy\n",
       "+uDu9kj+768WnnODpFcj4u+ajAUZ298n6TOSPpSfAezt+PfyCgDbvyJpkp+9zDud7WX8ysokl0j6\n",
       "y4i4RNL/KitBDOX7f56kP5R0rqQfVXYG8JsaSPxzDC1eSfXkzTqv898nIn5p3udtX6PsNP4XC7uf\n",
       "l/TmwuOz831987ykcwqP+xrnd+Sn65+R9KmIuCvfPbG9ERET24cl/Wd3Ec51maQrbb9LWcnh+21/\n",
       "StL2QOJ/TtKzEfGv+ePPKkv+Q/n+/7Skf46I/5Ik23dK+jkNJ/5ds+IdSt6pLW92ebXPEWWn8FdG\n",
       "xCuFTx2X9L78SoK3aM4EsY49IOmtts+1/TpJ71MWe5/9jaTHI+LjhX3HJV2Tf/x+SXft/aI+iIg/\n",
       "iYhzIuI8Zd/r+yLityTdrWHEP5H0rO0fz3ddLukxDeT7L+kpSW+3vZ43Ei9X1njve/zW/gmo1+Qf\n",
       "F+Pta945Lf5a82ZEdLIpa0g8I+nBfLu58LnrJf27sqbkO7uKcYn/wxFlvxQnJV3XdTwLYr1M0muS\n",
       "HpL0b/n3/IikH5J0b/7/OCHpB7uOdYn/yzskHc8/Hkz8yq7weSB/D/5B0qGBxf9hZX+wHlbWLP3e\n",
       "Pscv6XZJ/yHpFWW9it+WdOasePuWd2bEX1veZJIXACSoL1f7AABaRPIHgASR/AEgQSR/AEgQyR8A\n",
       "EkTyB4AEkfwBIEEkfwBI0P8Dy+L1lCTai0IAAAAASUVORK5CYII=\n"
      ],
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7f997481bcd0>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#following is a simple tweak to the function to allow multiple plots\n",
    "ax = plt.subplot(111)\n",
    "def plotHistograms(data,binCount,left):\n",
    "    minVal=np.min(data)\n",
    "    maxVal=np.max(data)\n",
    "    hist=np.histogram(data, range=(minVal,maxVal), bins=binCount)\n",
    "    bin_edges = np.linspace(minVal, maxVal, binCount+1)\n",
    "    centers = .5 * (bin_edges + np.roll(bin_edges, 1))[:-1]\n",
    "    heights = np.diff(bin_edges)\n",
    "    ax=plt.subplot(111)\n",
    "    lefts = left - .5 * hist[0]\n",
    "    ax.barh(centers, hist[0], height=heights, left=lefts)\n",
    "\n",
    "\n",
    "binCount=10\n",
    "i=0\n",
    "for data in data_sets:\n",
    "    plotHistograms(data,binCount,i)\n",
    "    i+=20"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 2",
   "language": "python",
   "name": "python2"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 0
}