Sub_Experiment2 - Wordcloud.ipynb

{
 "cells": [
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "<h1 align=center><font size=5>Human-Centered Data Science  Final Project - 2021</font></h1>\n",
    "<h1 align=center><font size=5>THE MIND OF AN HR BOT</font></h1>\n",
    "<h1 align=center><font size=4>Sub-experiment 2: Wordclouds</font></h1>\n",
    "<h2 align=center><font size=3>Gopika Krishnan (gk1656)</font></h2>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Collecting wordcloud\n",
      "  Downloading wordcloud-1.8.1.tar.gz (220 kB)\n",
      "\u001b[K     |████████████████████████████████| 220 kB 6.8 MB/s eta 0:00:01\n",
      "\u001b[?25hRequirement already satisfied: numpy>=1.6.1 in /opt/anaconda3/lib/python3.8/site-packages (from wordcloud) (1.19.4)\n",
      "Requirement already satisfied: pillow in /opt/anaconda3/lib/python3.8/site-packages (from wordcloud) (8.0.1)\n",
      "Requirement already satisfied: matplotlib in /opt/anaconda3/lib/python3.8/site-packages (from wordcloud) (3.2.2)\n",
      "Requirement already satisfied: kiwisolver>=1.0.1 in /opt/anaconda3/lib/python3.8/site-packages (from matplotlib->wordcloud) (1.2.0)\n",
      "Requirement already satisfied: cycler>=0.10 in /opt/anaconda3/lib/python3.8/site-packages (from matplotlib->wordcloud) (0.10.0)\n",
      "Requirement already satisfied: pyparsing!=2.0.4,!=2.1.2,!=2.1.6,>=2.0.1 in /opt/anaconda3/lib/python3.8/site-packages (from matplotlib->wordcloud) (2.4.7)\n",
      "Requirement already satisfied: python-dateutil>=2.1 in /opt/anaconda3/lib/python3.8/site-packages (from matplotlib->wordcloud) (2.8.1)\n",
      "Requirement already satisfied: six in /opt/anaconda3/lib/python3.8/site-packages (from cycler>=0.10->matplotlib->wordcloud) (1.15.0)\n",
      "Building wheels for collected packages: wordcloud\n",
      "  Building wheel for wordcloud (setup.py) ... \u001b[?25ldone\n",
      "\u001b[?25h  Created wheel for wordcloud: filename=wordcloud-1.8.1-cp38-cp38-macosx_10_9_x86_64.whl size=158007 sha256=65071a56a5b2f58a3dbd1edaa840936e30578dce85162097336fc3354190733b\n",
      "  Stored in directory: /Users/gopikakrishnan/Library/Caches/pip/wheels/4d/3f/0d/a2ba9b7895c9f1be89018b3141c3df3d4f9c786c882ccfbc3b\n",
      "Successfully built wordcloud\n",
      "Installing collected packages: wordcloud\n",
      "Successfully installed wordcloud-1.8.1\n"
     ]
    }
   ],
   "source": [
    "!pip install wordcloud"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 124,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Requirement already satisfied: cv in /opt/anaconda3/lib/python3.8/site-packages (1.0.0)\n",
      "Requirement already satisfied: opencv-python in /opt/anaconda3/lib/python3.8/site-packages (4.5.1.48)\n",
      "Requirement already satisfied: numpy>=1.17.3 in /opt/anaconda3/lib/python3.8/site-packages (from opencv-python) (1.19.4)\n"
     ]
    }
   ],
   "source": [
    "!pip install cv\n",
    "!pip install opencv-python"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 125,
   "metadata": {},
   "outputs": [
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>advertiserurl</th>\n",
       "      <th>company</th>\n",
       "      <th>employmenttype_jobstatus</th>\n",
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       "      <th>site_name</th>\n",
       "      <th>skills</th>\n",
       "      <th>uniq_id</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>https://www.dice.com/jobs/detail/AUTOMATION-TE...</td>\n",
       "      <td>Digital Intelligence Systems, LLC</td>\n",
       "      <td>C2H Corp-To-Corp, C2H Independent, C2H W2, 3 M...</td>\n",
       "      <td>Looking for Selenium engineers...must have sol...</td>\n",
       "      <td>Dice Id : 10110693</td>\n",
       "      <td>Atlanta, GA</td>\n",
       "      <td>AUTOMATION TEST ENGINEER</td>\n",
       "      <td>1 hour ago</td>\n",
       "      <td>Telecommuting not available|Travel not required</td>\n",
       "      <td>NaN</td>\n",
       "      <td>SEE BELOW</td>\n",
       "      <td>418ff92580b270ef4e7c14f0ddfc36b4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>https://www.dice.com/jobs/detail/Information-S...</td>\n",
       "      <td>University of Chicago/IT Services</td>\n",
       "      <td>Full Time</td>\n",
       "      <td>The University of Chicago has a rapidly growin...</td>\n",
       "      <td>Dice Id : 10114469</td>\n",
       "      <td>Chicago, IL</td>\n",
       "      <td>Information Security Engineer</td>\n",
       "      <td>1 week ago</td>\n",
       "      <td>Telecommuting not available|Travel not required</td>\n",
       "      <td>NaN</td>\n",
       "      <td>linux/unix, network monitoring, incident respo...</td>\n",
       "      <td>8aec88cba08d53da65ab99cf20f6f9d9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>https://www.dice.com/jobs/detail/Business-Solu...</td>\n",
       "      <td>Galaxy Systems, Inc.</td>\n",
       "      <td>Full Time</td>\n",
       "      <td>GalaxE.SolutionsEvery day, our solutions affec...</td>\n",
       "      <td>Dice Id : CXGALXYS</td>\n",
       "      <td>Schaumburg, IL</td>\n",
       "      <td>Business Solutions Architect</td>\n",
       "      <td>2 weeks ago</td>\n",
       "      <td>Telecommuting not available|Travel not required</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Enterprise Solutions Architecture, business in...</td>\n",
       "      <td>46baa1f69ac07779274bcd90b85d9a72</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>https://www.dice.com/jobs/detail/Java-Develope...</td>\n",
       "      <td>TransTech LLC</td>\n",
       "      <td>Full Time</td>\n",
       "      <td>Java DeveloperFull-time/direct-hireBolingbrook...</td>\n",
       "      <td>Dice Id : 10113627</td>\n",
       "      <td>Bolingbrook, IL</td>\n",
       "      <td>Java Developer (mid level)- FT- GREAT culture,...</td>\n",
       "      <td>2 weeks ago</td>\n",
       "      <td>Telecommuting not available|Travel not required</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Please see job description</td>\n",
       "      <td>3941b2f206ae0f900c4fba4ac0b18719</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>https://www.dice.com/jobs/detail/DevOps-Engine...</td>\n",
       "      <td>Matrix Resources</td>\n",
       "      <td>Full Time</td>\n",
       "      <td>Midtown based high tech firm has an immediate ...</td>\n",
       "      <td>Dice Id : matrixga</td>\n",
       "      <td>Atlanta, GA</td>\n",
       "      <td>DevOps Engineer</td>\n",
       "      <td>48 minutes ago</td>\n",
       "      <td>Telecommuting not available|Travel not required</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Configuration Management, Developer, Linux, Ma...</td>\n",
       "      <td>45efa1f6bc65acc32bbbb953a1ed13b7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21995</th>\n",
       "      <td>https://www.dice.com/jobs/detail/Web-Designer-...</td>\n",
       "      <td>IAC Publishing</td>\n",
       "      <td>Full Time</td>\n",
       "      <td>Company Description We are searching for a ta...</td>\n",
       "      <td>Dice Id : 10112803</td>\n",
       "      <td>Oakland, CA</td>\n",
       "      <td>Web Designer</td>\n",
       "      <td>3 weeks ago</td>\n",
       "      <td>Telecommuting not available|Travel not required</td>\n",
       "      <td>NaN</td>\n",
       "      <td>UI/UX mobile apps, interaction design, digital...</td>\n",
       "      <td>86e27ce6b7e631e55d69d142c7d43df2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21996</th>\n",
       "      <td>https://www.dice.com/jobs/detail/Senior-Front-...</td>\n",
       "      <td>Omega Solutions Inc</td>\n",
       "      <td>Full Time</td>\n",
       "      <td>CONTACT - priya@omegasolutioninc.com / 408-45...</td>\n",
       "      <td>Dice Id : 10289500</td>\n",
       "      <td>San Francisco, CA</td>\n",
       "      <td>Senior Front End Web Developer - Full Time at ...</td>\n",
       "      <td>3 weeks ago</td>\n",
       "      <td>Telecommuting not available|Travel not required</td>\n",
       "      <td>NaN</td>\n",
       "      <td>JavaScript, HTML5, CSS3, Bootstrap, AJAX, Reac...</td>\n",
       "      <td>4287c7ee3317ccf1edd76e238cf8e584</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21997</th>\n",
       "      <td>https://www.dice.com/jobs/detail/QA-Analyst-Sa...</td>\n",
       "      <td>San Francisco Health Plan</td>\n",
       "      <td>Full Time</td>\n",
       "      <td>Do you take pride in your work knowing that th...</td>\n",
       "      <td>Dice Id : 10115761</td>\n",
       "      <td>San Francisco, CA</td>\n",
       "      <td>QA Analyst</td>\n",
       "      <td>2 weeks ago</td>\n",
       "      <td>Telecommuting not available|Travel not required</td>\n",
       "      <td>NaN</td>\n",
       "      <td>SDLC, ALM, SQL, T-SQL, RedGate, Team Foundatio...</td>\n",
       "      <td>d7512f0181d69f83f96db38cd77a4d08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21998</th>\n",
       "      <td>https://www.dice.com/jobs/detail/Tech-Lead%252...</td>\n",
       "      <td>IAC Publishing</td>\n",
       "      <td>Full Time</td>\n",
       "      <td>Company Description What We Can Offer YouAs th...</td>\n",
       "      <td>Dice Id : 10112803</td>\n",
       "      <td>Oakland, CA</td>\n",
       "      <td>Tech Lead-Full Stack</td>\n",
       "      <td>2 weeks ago</td>\n",
       "      <td>Telecommuting not available|Travel not required</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Python, Ruby, Go, Clojure, Java, NoSQL-Databas...</td>\n",
       "      <td>ec375268b494b3bcbed1635d64226112</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21999</th>\n",
       "      <td>https://www.dice.com/jobs/detail/C%2526%252347...</td>\n",
       "      <td>Technology Resource Group</td>\n",
       "      <td>Full Time, Full Time</td>\n",
       "      <td>Experience in C/C++ ProgrammingDevelopment exp...</td>\n",
       "      <td>Dice Id : 90734436</td>\n",
       "      <td>Santa Clara, CA</td>\n",
       "      <td>C/C++ Programmer</td>\n",
       "      <td>2 weeks ago</td>\n",
       "      <td>Telecommuting not available|Travel not required</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Null</td>\n",
       "      <td>9a4e8c27f74af4c0d2f6efbd420a8a91</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>22000 rows × 12 columns</p>\n",
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       "                                           advertiserurl  \\\n",
       "0      https://www.dice.com/jobs/detail/AUTOMATION-TE...   \n",
       "1      https://www.dice.com/jobs/detail/Information-S...   \n",
       "2      https://www.dice.com/jobs/detail/Business-Solu...   \n",
       "3      https://www.dice.com/jobs/detail/Java-Develope...   \n",
       "4      https://www.dice.com/jobs/detail/DevOps-Engine...   \n",
       "...                                                  ...   \n",
       "21995  https://www.dice.com/jobs/detail/Web-Designer-...   \n",
       "21996  https://www.dice.com/jobs/detail/Senior-Front-...   \n",
       "21997  https://www.dice.com/jobs/detail/QA-Analyst-Sa...   \n",
       "21998  https://www.dice.com/jobs/detail/Tech-Lead%252...   \n",
       "21999  https://www.dice.com/jobs/detail/C%2526%252347...   \n",
       "\n",
       "                                 company  \\\n",
       "0      Digital Intelligence Systems, LLC   \n",
       "1      University of Chicago/IT Services   \n",
       "2                   Galaxy Systems, Inc.   \n",
       "3                          TransTech LLC   \n",
       "4                       Matrix Resources   \n",
       "...                                  ...   \n",
       "21995                     IAC Publishing   \n",
       "21996                Omega Solutions Inc   \n",
       "21997          San Francisco Health Plan   \n",
       "21998                     IAC Publishing   \n",
       "21999          Technology Resource Group   \n",
       "\n",
       "                                employmenttype_jobstatus  \\\n",
       "0      C2H Corp-To-Corp, C2H Independent, C2H W2, 3 M...   \n",
       "1                                              Full Time   \n",
       "2                                              Full Time   \n",
       "3                                              Full Time   \n",
       "4                                              Full Time   \n",
       "...                                                  ...   \n",
       "21995                                          Full Time   \n",
       "21996                                          Full Time   \n",
       "21997                                          Full Time   \n",
       "21998                                          Full Time   \n",
       "21999                               Full Time, Full Time   \n",
       "\n",
       "                                          jobdescription               jobid  \\\n",
       "0      Looking for Selenium engineers...must have sol...  Dice Id : 10110693   \n",
       "1      The University of Chicago has a rapidly growin...  Dice Id : 10114469   \n",
       "2      GalaxE.SolutionsEvery day, our solutions affec...  Dice Id : CXGALXYS   \n",
       "3      Java DeveloperFull-time/direct-hireBolingbrook...  Dice Id : 10113627   \n",
       "4      Midtown based high tech firm has an immediate ...  Dice Id : matrixga   \n",
       "...                                                  ...                 ...   \n",
       "21995   Company Description We are searching for a ta...  Dice Id : 10112803   \n",
       "21996   CONTACT - priya@omegasolutioninc.com / 408-45...  Dice Id : 10289500   \n",
       "21997  Do you take pride in your work knowing that th...  Dice Id : 10115761   \n",
       "21998  Company Description What We Can Offer YouAs th...  Dice Id : 10112803   \n",
       "21999  Experience in C/C++ ProgrammingDevelopment exp...  Dice Id : 90734436   \n",
       "\n",
       "      joblocation_address                                           jobtitle  \\\n",
       "0             Atlanta, GA                           AUTOMATION TEST ENGINEER   \n",
       "1             Chicago, IL                      Information Security Engineer   \n",
       "2          Schaumburg, IL                       Business Solutions Architect   \n",
       "3         Bolingbrook, IL  Java Developer (mid level)- FT- GREAT culture,...   \n",
       "4             Atlanta, GA                                    DevOps Engineer   \n",
       "...                   ...                                                ...   \n",
       "21995         Oakland, CA                                       Web Designer   \n",
       "21996   San Francisco, CA  Senior Front End Web Developer - Full Time at ...   \n",
       "21997   San Francisco, CA                                         QA Analyst   \n",
       "21998         Oakland, CA                               Tech Lead-Full Stack   \n",
       "21999     Santa Clara, CA                                   C/C++ Programmer   \n",
       "\n",
       "             postdate                                            shift  \\\n",
       "0          1 hour ago  Telecommuting not available|Travel not required   \n",
       "1          1 week ago  Telecommuting not available|Travel not required   \n",
       "2         2 weeks ago  Telecommuting not available|Travel not required   \n",
       "3         2 weeks ago  Telecommuting not available|Travel not required   \n",
       "4      48 minutes ago  Telecommuting not available|Travel not required   \n",
       "...               ...                                              ...   \n",
       "21995     3 weeks ago  Telecommuting not available|Travel not required   \n",
       "21996     3 weeks ago  Telecommuting not available|Travel not required   \n",
       "21997     2 weeks ago  Telecommuting not available|Travel not required   \n",
       "21998     2 weeks ago  Telecommuting not available|Travel not required   \n",
       "21999     2 weeks ago  Telecommuting not available|Travel not required   \n",
       "\n",
       "      site_name                                             skills  \\\n",
       "0           NaN                                          SEE BELOW   \n",
       "1           NaN  linux/unix, network monitoring, incident respo...   \n",
       "2           NaN  Enterprise Solutions Architecture, business in...   \n",
       "3           NaN                         Please see job description   \n",
       "4           NaN  Configuration Management, Developer, Linux, Ma...   \n",
       "...         ...                                                ...   \n",
       "21995       NaN  UI/UX mobile apps, interaction design, digital...   \n",
       "21996       NaN  JavaScript, HTML5, CSS3, Bootstrap, AJAX, Reac...   \n",
       "21997       NaN  SDLC, ALM, SQL, T-SQL, RedGate, Team Foundatio...   \n",
       "21998       NaN  Python, Ruby, Go, Clojure, Java, NoSQL-Databas...   \n",
       "21999       NaN                                               Null   \n",
       "\n",
       "                                uniq_id  \n",
       "0      418ff92580b270ef4e7c14f0ddfc36b4  \n",
       "1      8aec88cba08d53da65ab99cf20f6f9d9  \n",
       "2      46baa1f69ac07779274bcd90b85d9a72  \n",
       "3      3941b2f206ae0f900c4fba4ac0b18719  \n",
       "4      45efa1f6bc65acc32bbbb953a1ed13b7  \n",
       "...                                 ...  \n",
       "21995  86e27ce6b7e631e55d69d142c7d43df2  \n",
       "21996  4287c7ee3317ccf1edd76e238cf8e584  \n",
       "21997  d7512f0181d69f83f96db38cd77a4d08  \n",
       "21998  ec375268b494b3bcbed1635d64226112  \n",
       "21999  9a4e8c27f74af4c0d2f6efbd420a8a91  \n",
       "\n",
       "[22000 rows x 12 columns]"
      ]
     },
     "execution_count": 125,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df1=pd.read_csv(\"dice_com-job_us_sample.csv\")\n",
    "df1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 126,
   "metadata": {},
   "outputs": [
    {
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>advertiserurl</th>\n",
       "      <th>company</th>\n",
       "      <th>employmenttype_jobstatus</th>\n",
       "      <th>jobdescription</th>\n",
       "      <th>jobid</th>\n",
       "      <th>joblocation_address</th>\n",
       "      <th>jobtitle</th>\n",
       "      <th>postdate</th>\n",
       "      <th>shift</th>\n",
       "      <th>site_name</th>\n",
       "      <th>skills</th>\n",
       "      <th>uniq_id</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>https://www.dice.com/jobs/detail/Software-Engi...</td>\n",
       "      <td>VanderHouwen &amp; Associates, Inc.</td>\n",
       "      <td>Full Time, Full time</td>\n",
       "      <td>VanderHouwen has more jobs you may like!  Find...</td>\n",
       "      <td>Dice Id : vhassoc</td>\n",
       "      <td>Portland, OR</td>\n",
       "      <td>Software Engineer Manager</td>\n",
       "      <td>7 hours ago</td>\n",
       "      <td>Telecommuting not available|Travel not required</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Java, OSS</td>\n",
       "      <td>d0c81a2e3e5d666f3d730f1048c49132</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>https://www.dice.com/jobs/detail/Sr.-Software-...</td>\n",
       "      <td>VanderHouwen &amp; Associates, Inc.</td>\n",
       "      <td>Full Time, Full time</td>\n",
       "      <td>PLEASE JOIN OUR TALENT NETWORK: http://bit.ly/...</td>\n",
       "      <td>Dice Id : vhassoc</td>\n",
       "      <td>Seattle, WA</td>\n",
       "      <td>Sr. Software Storage Engineer</td>\n",
       "      <td>7 hours ago</td>\n",
       "      <td>Telecommuting not available|Travel not required</td>\n",
       "      <td>NaN</td>\n",
       "      <td>C and C++, Linux, UNIX</td>\n",
       "      <td>b1db84e23f424b1481b29212749abadc</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>https://www.dice.com/jobs/detail/C%252B%252B-S...</td>\n",
       "      <td>Alpha Recruitment</td>\n",
       "      <td>Full Time, Fulltime Permanent</td>\n",
       "      <td>Our client is seeking a Software Developer to ...</td>\n",
       "      <td>Dice Id : 10369051</td>\n",
       "      <td>Philadelphia, PA</td>\n",
       "      <td>C++ Software Engineer</td>\n",
       "      <td>7 hours ago</td>\n",
       "      <td>Telecommuting not available|Travel not required</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Bachelor's degree with 5 years of experience d...</td>\n",
       "      <td>51a0050d469e787dba2102383797536d</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>42</th>\n",
       "      <td>https://www.dice.com/jobs/detail/Software-Deve...</td>\n",
       "      <td>Amazon</td>\n",
       "      <td>Full Time, Fulltime</td>\n",
       "      <td>Do you want to help build a highly personalize...</td>\n",
       "      <td>Dice Id : amazsell</td>\n",
       "      <td>Austin, TX</td>\n",
       "      <td>Software Development Engineer, Big Data</td>\n",
       "      <td>7 hours ago</td>\n",
       "      <td>Telecommuting not available|Travel not required</td>\n",
       "      <td>NaN</td>\n",
       "      <td>DESCRIPTION Do you want to help build a highly...</td>\n",
       "      <td>8cb4914f42c5b805d19be0952b3c88e9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>60</th>\n",
       "      <td>https://www.dice.com/jobs/detail/Software-Engi...</td>\n",
       "      <td>Xoriant Corporation</td>\n",
       "      <td>Contract Independent, Contract W2, C2H Indepen...</td>\n",
       "      <td>Position:   Software Engineer (Algorithm)Durat...</td>\n",
       "      <td>Dice Id : xorca001</td>\n",
       "      <td>Bridgewater, NJ</td>\n",
       "      <td>Software Engineer (Algorithm)</td>\n",
       "      <td>7 hours ago</td>\n",
       "      <td>Telecommuting not available|Travel not required</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Algorithm Engineer , Computer vision, Open CV ...</td>\n",
       "      <td>f5ce47ef55f66c279c306ceeb5e3f01e</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21924</th>\n",
       "      <td>https://www.dice.com/jobs/detail/Software-Engi...</td>\n",
       "      <td>Accelon Inc</td>\n",
       "      <td>Contract Corp-To-Corp</td>\n",
       "      <td>RESPONSIBILITIES: • Strong coding skills in JS...</td>\n",
       "      <td>Dice Id : 90887031</td>\n",
       "      <td>San Rafael, CA</td>\n",
       "      <td>Software Engineer II</td>\n",
       "      <td>3 weeks ago</td>\n",
       "      <td>Telecommuting not available|Travel not required</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Software Engineer</td>\n",
       "      <td>74ed799c99409df3873ff15faf6f27ea</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21969</th>\n",
       "      <td>https://www.dice.com/jobs/detail/Staff-Softwar...</td>\n",
       "      <td>Guidewire Software</td>\n",
       "      <td>Full Time</td>\n",
       "      <td>Guidewire is transforming the P&amp;C insurance in...</td>\n",
       "      <td>Dice Id : 10118364</td>\n",
       "      <td>Foster City, CA</td>\n",
       "      <td>Staff Software Engineer (Cloud Platform) - Fos...</td>\n",
       "      <td>2 weeks ago</td>\n",
       "      <td>Telecommuting not available|Travel not required</td>\n",
       "      <td>NaN</td>\n",
       "      <td>core AWS, Azure, Google Cloud Platform,distrib...</td>\n",
       "      <td>372a4677f5824fa2a07aecac542892cc</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21972</th>\n",
       "      <td>https://www.dice.com/jobs/detail/Sr.-Software-...</td>\n",
       "      <td>BRIDGE NOBLE</td>\n",
       "      <td>Full Time</td>\n",
       "      <td>Sr. Software Engineer - Node.js - Leading Hosp...</td>\n",
       "      <td>Dice Id : 10504574</td>\n",
       "      <td>San Francisco, CA</td>\n",
       "      <td>Sr. Software Engineer - Node.js - Leading Hosp...</td>\n",
       "      <td>2 weeks ago</td>\n",
       "      <td>Telecommuting not available|Travel not required</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Node.js, Javascript</td>\n",
       "      <td>e501c02a4038dd49d420411fc2632ac8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21975</th>\n",
       "      <td>https://www.dice.com/jobs/detail/Go%2526%25234...</td>\n",
       "      <td>Proactive Technical Services</td>\n",
       "      <td>Contract Corp-To-Corp, Contract W2, 12 Months</td>\n",
       "      <td>Go/Golang Software EngineerLocation: Palo Alto...</td>\n",
       "      <td>Dice Id : 10331486</td>\n",
       "      <td>Palo Alto, CA</td>\n",
       "      <td>Go/Golang Software Engineer</td>\n",
       "      <td>1 week ago</td>\n",
       "      <td>Telecommuting not available|Travel not required</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Java, Go/Golang, and Python, Go/Golang, Go/Gol...</td>\n",
       "      <td>83d1393d14ae7edbefb719b5f37ecd6d</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21980</th>\n",
       "      <td>https://www.dice.com/jobs/detail/Senior-Softwa...</td>\n",
       "      <td>U.S. Tech Solutions Inc.</td>\n",
       "      <td>Contract W2, 06 months</td>\n",
       "      <td>US Tech Solutions is seeking a “Senior Softwar...</td>\n",
       "      <td>Dice Id : usts</td>\n",
       "      <td>Santa Clara, CA</td>\n",
       "      <td>Senior Software Engineer</td>\n",
       "      <td>2 weeks ago</td>\n",
       "      <td>Telecommuting not available|Travel not required</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Ceph, HDFS , C , Linux kernel internals, espec...</td>\n",
       "      <td>b6b3d382ba66dfe7f80abaaa89a92e3d</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1136 rows × 12 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                           advertiserurl  \\\n",
       "12     https://www.dice.com/jobs/detail/Software-Engi...   \n",
       "29     https://www.dice.com/jobs/detail/Sr.-Software-...   \n",
       "30     https://www.dice.com/jobs/detail/C%252B%252B-S...   \n",
       "42     https://www.dice.com/jobs/detail/Software-Deve...   \n",
       "60     https://www.dice.com/jobs/detail/Software-Engi...   \n",
       "...                                                  ...   \n",
       "21924  https://www.dice.com/jobs/detail/Software-Engi...   \n",
       "21969  https://www.dice.com/jobs/detail/Staff-Softwar...   \n",
       "21972  https://www.dice.com/jobs/detail/Sr.-Software-...   \n",
       "21975  https://www.dice.com/jobs/detail/Go%2526%25234...   \n",
       "21980  https://www.dice.com/jobs/detail/Senior-Softwa...   \n",
       "\n",
       "                               company  \\\n",
       "12     VanderHouwen & Associates, Inc.   \n",
       "29     VanderHouwen & Associates, Inc.   \n",
       "30                   Alpha Recruitment   \n",
       "42                              Amazon   \n",
       "60                 Xoriant Corporation   \n",
       "...                                ...   \n",
       "21924                      Accelon Inc   \n",
       "21969               Guidewire Software   \n",
       "21972                     BRIDGE NOBLE   \n",
       "21975     Proactive Technical Services   \n",
       "21980         U.S. Tech Solutions Inc.   \n",
       "\n",
       "                                employmenttype_jobstatus  \\\n",
       "12                                  Full Time, Full time   \n",
       "29                                  Full Time, Full time   \n",
       "30                         Full Time, Fulltime Permanent   \n",
       "42                                   Full Time, Fulltime   \n",
       "60     Contract Independent, Contract W2, C2H Indepen...   \n",
       "...                                                  ...   \n",
       "21924                              Contract Corp-To-Corp   \n",
       "21969                                          Full Time   \n",
       "21972                                          Full Time   \n",
       "21975      Contract Corp-To-Corp, Contract W2, 12 Months   \n",
       "21980                             Contract W2, 06 months   \n",
       "\n",
       "                                          jobdescription               jobid  \\\n",
       "12     VanderHouwen has more jobs you may like!  Find...   Dice Id : vhassoc   \n",
       "29     PLEASE JOIN OUR TALENT NETWORK: http://bit.ly/...   Dice Id : vhassoc   \n",
       "30     Our client is seeking a Software Developer to ...  Dice Id : 10369051   \n",
       "42     Do you want to help build a highly personalize...  Dice Id : amazsell   \n",
       "60     Position:   Software Engineer (Algorithm)Durat...  Dice Id : xorca001   \n",
       "...                                                  ...                 ...   \n",
       "21924  RESPONSIBILITIES: • Strong coding skills in JS...  Dice Id : 90887031   \n",
       "21969  Guidewire is transforming the P&C insurance in...  Dice Id : 10118364   \n",
       "21972  Sr. Software Engineer - Node.js - Leading Hosp...  Dice Id : 10504574   \n",
       "21975  Go/Golang Software EngineerLocation: Palo Alto...  Dice Id : 10331486   \n",
       "21980  US Tech Solutions is seeking a “Senior Softwar...      Dice Id : usts   \n",
       "\n",
       "      joblocation_address                                           jobtitle  \\\n",
       "12           Portland, OR                          Software Engineer Manager   \n",
       "29            Seattle, WA                      Sr. Software Storage Engineer   \n",
       "30       Philadelphia, PA                              C++ Software Engineer   \n",
       "42             Austin, TX            Software Development Engineer, Big Data   \n",
       "60        Bridgewater, NJ                      Software Engineer (Algorithm)   \n",
       "...                   ...                                                ...   \n",
       "21924      San Rafael, CA                               Software Engineer II   \n",
       "21969     Foster City, CA  Staff Software Engineer (Cloud Platform) - Fos...   \n",
       "21972   San Francisco, CA  Sr. Software Engineer - Node.js - Leading Hosp...   \n",
       "21975       Palo Alto, CA                        Go/Golang Software Engineer   \n",
       "21980     Santa Clara, CA                           Senior Software Engineer   \n",
       "\n",
       "          postdate                                            shift site_name  \\\n",
       "12     7 hours ago  Telecommuting not available|Travel not required       NaN   \n",
       "29     7 hours ago  Telecommuting not available|Travel not required       NaN   \n",
       "30     7 hours ago  Telecommuting not available|Travel not required       NaN   \n",
       "42     7 hours ago  Telecommuting not available|Travel not required       NaN   \n",
       "60     7 hours ago  Telecommuting not available|Travel not required       NaN   \n",
       "...            ...                                              ...       ...   \n",
       "21924  3 weeks ago  Telecommuting not available|Travel not required       NaN   \n",
       "21969  2 weeks ago  Telecommuting not available|Travel not required       NaN   \n",
       "21972  2 weeks ago  Telecommuting not available|Travel not required       NaN   \n",
       "21975   1 week ago  Telecommuting not available|Travel not required       NaN   \n",
       "21980  2 weeks ago  Telecommuting not available|Travel not required       NaN   \n",
       "\n",
       "                                                  skills  \\\n",
       "12                                             Java, OSS   \n",
       "29                                C and C++, Linux, UNIX   \n",
       "30     Bachelor's degree with 5 years of experience d...   \n",
       "42     DESCRIPTION Do you want to help build a highly...   \n",
       "60     Algorithm Engineer , Computer vision, Open CV ...   \n",
       "...                                                  ...   \n",
       "21924                                  Software Engineer   \n",
       "21969  core AWS, Azure, Google Cloud Platform,distrib...   \n",
       "21972                                Node.js, Javascript   \n",
       "21975  Java, Go/Golang, and Python, Go/Golang, Go/Gol...   \n",
       "21980  Ceph, HDFS , C , Linux kernel internals, espec...   \n",
       "\n",
       "                                uniq_id  \n",
       "12     d0c81a2e3e5d666f3d730f1048c49132  \n",
       "29     b1db84e23f424b1481b29212749abadc  \n",
       "30     51a0050d469e787dba2102383797536d  \n",
       "42     8cb4914f42c5b805d19be0952b3c88e9  \n",
       "60     f5ce47ef55f66c279c306ceeb5e3f01e  \n",
       "...                                 ...  \n",
       "21924  74ed799c99409df3873ff15faf6f27ea  \n",
       "21969  372a4677f5824fa2a07aecac542892cc  \n",
       "21972  e501c02a4038dd49d420411fc2632ac8  \n",
       "21975  83d1393d14ae7edbefb719b5f37ecd6d  \n",
       "21980  b6b3d382ba66dfe7f80abaaa89a92e3d  \n",
       "\n",
       "[1136 rows x 12 columns]"
      ]
     },
     "execution_count": 126,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#filtering the dataset to get only jobs related to software engineering\n",
    "df=df1.loc[df1['jobtitle'].str.lower().str.contains('software engineer')|(df1['jobtitle'].str.lower().str.contains('software')&df1['jobtitle'].str.lower().str.contains('engineer'))]\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 127,
   "metadata": {},
   "outputs": [],
   "source": [
    "#for the job descriptions\n",
    "job_comment_words = ''\n",
    "stopwords = set(STOPWORDS)\n",
    "  \n",
    "# iterate through the csv file\n",
    "for val in df.jobdescription:\n",
    "      \n",
    "    # typecaste each val to string\n",
    "    val = str(val)\n",
    "  \n",
    "    # split the value\n",
    "    tokens = val.split()\n",
    "      \n",
    "    # Converts each token into lowercase\n",
    "    for i in range(len(tokens)):\n",
    "        tokens[i] = tokens[i].lower()\n",
    "      \n",
    "    job_comment_words += \" \".join(tokens)+\" \""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 128,
   "metadata": {},
   "outputs": [],
   "source": [
    "#for the skills\n",
    "skill_comment_words = ''\n",
    "stopwords = set(STOPWORDS)\n",
    "  \n",
    "# iterate through the csv file\n",
    "for val in df.skills:\n",
    "      \n",
    "    # typecaste each val to string\n",
    "    val = str(val)\n",
    "  \n",
    "    # split the value\n",
    "    tokens = val.split()\n",
    "      \n",
    "    # Converts each token into lowercase\n",
    "    for i in range(len(tokens)):\n",
    "        tokens[i] = tokens[i].lower()\n",
    "      \n",
    "    skill_comment_words += \" \".join(tokens)+\" \""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 129,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1800x1800 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import cv2\n",
    "from wordcloud import WordCloud \n",
    "import matplotlib.pyplot as plt#White text Black Background\n",
    "image = cv2.imread(\"search.v1.png\", 1) #image on which the wordcloud will be made\n",
    "\n",
    "#job description wordcloud\n",
    "wordcloud = WordCloud(background_color='black', mask=image, mode=\"RGB\", color_func=lambda *args, **kwargs: \"white\", \n",
    "width=1000 , max_words=100, height=1000, random_state=3).generate(job_comment_words)\n",
    "fig = plt.figure(figsize=(25,25))\n",
    "plt.imshow(wordcloud, interpolation='bilinear')\n",
    "plt.tight_layout(pad=0)\n",
    "plt.axis(\"off\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 130,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1800x1800 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "#skills wordcloud\n",
    "wordcloud = WordCloud(background_color='black', mask=image, mode=\"RGB\", color_func=lambda *args, **kwargs: \"white\", \n",
    "width=1000 , max_words=100, height=1000, random_state=3).generate(skill_comment_words)\n",
    "fig = plt.figure(figsize=(25,25))\n",
    "plt.imshow(wordcloud, interpolation='bilinear')\n",
    "plt.tight_layout(pad=0)\n",
    "plt.axis(\"off\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 131,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'VanderHouwen has more jobs you may like!\\xa0 Find them here: http://bit.ly/1RIQfgE\\xa0PLEASE JOIN OUR TALENT NETWORK: http://bit.ly/vhatalentnetwork\\xa0\\xa0Joining the Talent Network with VanderHouwen & Associates (VHA) will enhance your job search and application experience. Job listings are mobile-friendly and easy to review, share, or apply. Whether you choose to just leave us\\xa0your information or apply, we look forward to connecting with you. SummaryOur client is seeking an engineering manager to lead a team of 3*6 engineers working on the server side of our industry-disrupting clearing platform.Ideal candidate will be:Experienced. Have extensive experience building back-end applications and services, and managing engineersPassionate. Driven to improve your managerial skill set every day. Keen to solve interesting problems with creative and simple solutions.Pragmatic. Would rather deliver a 40% solution in two weeks than an 80% solution in six.Introspective. You recognize your strengths and seek to maximize them. You recognize your weaknesses and work around them.A good team member. We believe in the profound impact that*s possible when teams of like-minded individuals set their sights on a common goal.A mentor and coach. You embrace the role of teaching and helping others get better.ResponsibilitiesManage staffing and career development of a distributed team.Represent cultural values and coach team members.Build a team that is results-oriented and collaborative.Deliver great software in a predictable and transparent way.Hire software engineers and software engineers in test.Evaluate business needs and effectively prioritize work.Qualifications RequiredFour years of professional software engineering experience.Four years of software engineering management experience.Experience with agile software development practices.Readiness to travel occasionally.Qualifications Preferred Java and OSS fluency.Deep technical competence.Experience with service-oriented architectures.Financial services background.'"
      ]
     },
     "execution_count": 131,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#finding a specific job description to test the resume\n",
    "df['jobdescription'][12]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "--- \n",
    "### **Th**\n",
    "---"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}