Data Scientist and Data Analyst job interview data cleaning.ipynb

{
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  {
   "cell_type": "code",
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   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 120,
   "metadata": {},
   "outputs": [],
   "source": [
    "pd.set_option('display.max_colwidth',None)\n",
    "pd.set_option('display.max_rows', None)\n"
   ]
  },
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Company</th>\n",
       "      <th>Question</th>\n",
       "      <th>Date</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Data Scientist at L&amp;T Technology Services was asked...</td>\n",
       "      <td>What are data types in python, how to instantiate tensor, what are tensors, tell me about your role, what are the different phases of a data science project, etc.</td>\n",
       "      <td>2020-07-21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Data Scientist at ThoughtWorks was asked...</td>\n",
       "      <td>Banking case study</td>\n",
       "      <td>2020-07-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Junior Data Scientist at Knowledge Lens was asked...</td>\n",
       "      <td>Vision, Why am i chosing it over the other offer i have</td>\n",
       "      <td>2020-07-16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Data Scientist at Wells Fargo was asked...</td>\n",
       "      <td>Describe your projects</td>\n",
       "      <td>2020-07-15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Data Science Associate at Redwood Associates was asked...</td>\n",
       "      <td>What are modelling concepts in analytics??</td>\n",
       "      <td>2020-07-13</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
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      "text/plain": [
       "                                                     Company  \\\n",
       "0     Data Scientist at L&T Technology Services was asked...   \n",
       "1                Data Scientist at ThoughtWorks was asked...   \n",
       "2       Junior Data Scientist at Knowledge Lens was asked...   \n",
       "3                 Data Scientist at Wells Fargo was asked...   \n",
       "4  Data Science Associate at Redwood Associates was asked...   \n",
       "\n",
       "                                                                                                                                                             Question  \\\n",
       "0  What are data types in python, how to instantiate tensor, what are tensors, tell me about your role, what are the different phases of a data science project, etc.   \n",
       "1                                                                                                                                                  Banking case study   \n",
       "2                                                                                                             Vision, Why am i chosing it over the other offer i have   \n",
       "3                                                                                                                                              Describe your projects   \n",
       "4                                                                                                                          What are modelling concepts in analytics??   \n",
       "\n",
       "        Date  \n",
       "0 2020-07-21  \n",
       "1 2020-07-17  \n",
       "2 2020-07-16  \n",
       "3 2020-07-15  \n",
       "4 2020-07-13  "
      ]
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    "data = pd.read_excel(\"Data Science Interview Question.xlsx\")\n",
    "data.head()"
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     "data": {
      "text/plain": [
       "0                                                       Data Scientist at L&T Technology Services was asked...\n",
       "1                                                                  Data Scientist at ThoughtWorks was asked...\n",
       "2                                                         Junior Data Scientist at Knowledge Lens was asked...\n",
       "3                                                                   Data Scientist at Wells Fargo was asked...\n",
       "4                                                    Data Science Associate at Redwood Associates was asked...\n",
       "5                                                               Data Scientist at Tiger Analytics was asked...\n",
       "6                                                                     Data Scientist at Tokopedia was asked...\n",
       "7                                                             Associate Data Scientist at AppsTek was asked...\n",
       "8                                                                  Data Scientist at Robert Bosch was asked...\n",
       "9                                                                  Data Scientist at Robert Bosch was asked...\n",
       "10                                                                      Data Scientist at Bidgely was asked...\n",
       "11                                                     Data Scientist at Motilal Oswal Securities was asked...\n",
       "12                                                                        Data Scientist at Paytm was asked...\n",
       "13                                                                  Senior Data Scientist at NIRA was asked...\n",
       "14                                                                  Senior Data Scientist at NIRA was asked...\n",
       "15                                                          Data Scientist at Huawei Technologies was asked...\n",
       "16                                            Entry Level Data Scientist at Infineon Technologies was asked...\n",
       "17                                                    Data Scientist at Uniphore Software Systems was asked...\n",
       "18                                                           Data Scientist at Mobile Programming was asked...\n",
       "19                                                           Data Scientist at Mobile Programming was asked...\n",
       "20                                                                       Data Scientist at Atkins was asked...\n",
       "21                                                                      Data Scientist at Postman was asked...\n",
       "22                                                             Junior Data Scientist at Gyan Data was asked...\n",
       "23                                                             Junior Data Scientist at Gyan Data was asked...\n",
       "24                                                             Junior Data Scientist at Gyan Data was asked...\n",
       "25                                                             Junior Data Scientist at Gyan Data was asked...\n",
       "26                                                                Staff Data Scientist at Walmart was asked...\n",
       "27                                                  Data Scientist at Happiest Minds Technologies was asked...\n",
       "28                                                  Data Scientist at Happiest Minds Technologies was asked...\n",
       "29                                                  Data Scientist at Happiest Minds Technologies was asked...\n",
       "30                                                                Data Scientist at ZS Associates was asked...\n",
       "31                                                                Data Scientist at ZS Associates was asked...\n",
       "32                                                       Senior Data Scientist at Tiger Analytics was asked...\n",
       "33                                                                     Data Scientist at Algo8.ai was asked...\n",
       "34                                                                   Data Scientist at IKS Health was asked...\n",
       "35                                                                    Data Scientist at EzeiaTech was asked...\n",
       "36                                                                     Data Scientist at Mu Sigma was asked...\n",
       "37                                                                     Data Scientist at Mu Sigma was asked...\n",
       "38                                                               Data Science at Dun & Bradstreet was asked...\n",
       "39                                                                      Data Scientist at Headout was asked...\n",
       "40                                                  Data Scientist at Happiest Minds Technologies was asked...\n",
       "41                                                                       Data Scientist at Unisys was asked...\n",
       "42                                                                       Data Scientist at Unisys was asked...\n",
       "43                                               Data Scientist at Evolve Technologies & Services was asked...\n",
       "44                                                                 Senior Data Scientist at Zynga was asked...\n",
       "45                                                                        Data Scientist at Zycus was asked...\n",
       "46                                                                          Data Scientist at Ola was asked...\n",
       "47                                                           Data Scientist at UnitedHealth Group was asked...\n",
       "48                                                                Senior Data Scientist at PayPal was asked...\n",
       "49                                                                    Data Science at Caterpillar was asked...\n",
       "50                                            Entry Level Data Scientist at DEEVIA Software India was asked...\n",
       "51                                                            Data Science at Mswipe Technologies was asked...\n",
       "52                                                      Senior Data Scientist at Publicis Sapient was asked...\n",
       "53                                                      Senior Data Scientist at Publicis Sapient was asked...\n",
       "54                                                      Senior Data Scientist at Publicis Sapient was asked...\n",
       "55                                                      Senior Data Scientist at Publicis Sapient was asked...\n",
       "56                                                      Senior Data Scientist at Publicis Sapient was asked...\n",
       "57                                               Associate Data Scientist at Anheuser-Busch InBev was asked...\n",
       "58                                                          Data Scientist at Reliance Industries was asked...\n",
       "59                                                                      Data Scientist at Brillio was asked...\n",
       "60                                                        Data Science Associate at ZS Associates was asked...\n",
       "61                                                       Business Analyst Data Science at Gartner was asked...\n",
       "62                                                       Business Analyst Data Science at Gartner was asked...\n",
       "63                                                                       Data Scientist at Amazon was asked...\n",
       "64                                                                       Data Scientist at Amazon was asked...\n",
       "65                                                                       Data Scientist at Amazon was asked...\n",
       "66                                                                       Data Scientist at Amazon was asked...\n",
       "67                                                                       Data Scientist at Amazon was asked...\n",
       "68                                                  Data Scientist at Metacube Software Pvt. Ltd. was asked...\n",
       "69                                                                       Data Scientist at VMware was asked...\n",
       "70                                                  Junior Data Scientist at Applied Data Finance was asked...\n",
       "71                                                                        Data Scientist at WABCO was asked...\n",
       "72                                                                       Data Scientist at Moglix was asked...\n",
       "73                                                                    Data Scientist at Algoscale was asked...\n",
       "74                                                                           Data Scientist at EY was asked...\n",
       "75                                                              Data Scientist at Apollo Pharmacy was asked...\n",
       "76                                                                   Data Scientist at InsideView was asked...\n",
       "77                                                                   Data Scientist at InsideView was asked...\n",
       "78                                                          Lead/Senior Data Scientist at Rakuten was asked...\n",
       "79                                                                      Data Scientist at Enquero was asked...\n",
       "80                                                  Data Science Engineer at Bharat Light & Power was asked...\n",
       "81                                                                         Data Science at Utopia was asked...\n",
       "82                                                                    Data Science at EXL Service was asked...\n",
       "83                                                                  Data Scientist at EXL Service was asked...\n",
       "84                                                                          Data Scientist at IBM was asked...\n",
       "85                                                                          Data Scientist at IBM was asked...\n",
       "86                                                                          Data Scientist at IBM was asked...\n",
       "87                                                                     Data Scientist at VideoTap was asked...\n",
       "88                                                                        Data Scientist at Optum was asked...\n",
       "89                                                                    Data Scientist at BRIDGEi2i was asked...\n",
       "90                                                                    Data Scientist at Applicate was asked...\n",
       "91                                                    Senior Data Scientist at Innominds Software was asked...\n",
       "92                                         Associate Data Scientist at Aptuz Technology Solutions was asked...\n",
       "93                                                                     Data Science at CARS24.com was asked...\n",
       "94                                                                   Data Scientist at Altimetrik was asked...\n",
       "95                                                                        Data Scientist at Atlan was asked...\n",
       "96                                                                      Data Scientist at Flutura was asked...\n",
       "97                                                     Associate Data Scientist at TheMathCompany was asked...\n",
       "98                                                     Associate Data Scientist at TheMathCompany was asked...\n",
       "99                                                                      Data Scientist at Fractal was asked...\n",
       "100                                                                        Data Scientist at CBRE was asked...\n",
       "101                                                                        Data Scientist at CBRE was asked...\n",
       "102                                                              Data Scientist at TheMathCompany was asked...\n",
       "103                                                         Data Scientist at Samsung Electronics was asked...\n",
       "104                                                           Data Scientist at KPIT Technologies was asked...\n",
       "105                                                                           Data Science at LTI was asked...\n",
       "106                                                        Analyst-Data Science at TheMathCompany was asked...\n",
       "107                                                                      Data Scientist at BYJU'S was asked...\n",
       "108                                                                      Data Scientist at BYJU'S was asked...\n",
       "109                                                                 Data Scientist at Continental was asked...\n",
       "110                                                                      Data Scientist at eClerx was asked...\n",
       "111                                                                    Data Scientist at Deloitte was asked...\n",
       "112                                                                    Data Scientist at Deloitte was asked...\n",
       "113                                                                    Data Scientist at Deloitte was asked...\n",
       "114                                                                    Data Scientist at Deloitte was asked...\n",
       "115                                                                   Data Scientist at Everlytic was asked...\n",
       "116                                              Senior Specialist Data Science at Bain & Company was asked...\n",
       "117                                                                    Data Scientist at Nanonets was asked...\n",
       "118                                                               Data Scientist at General Mills was asked...\n",
       "119                                                                  Data Scientist at GlobusSoft was asked...\n",
       "120                                                                         Data Science at Eaton was asked...\n",
       "121                                                   Data Scientist Python at Ericsson-Worldwide was asked...\n",
       "122                                                                     Data Scientist at Nagarro was asked...\n",
       "123                                                                     Data Scientist at Nagarro was asked...\n",
       "124                                                                         Data Scientist at IDM was asked...\n",
       "125                                                                     Data Scientist at Fractal was asked...\n",
       "126                                                                         Data Scientist at ABB was asked...\n",
       "127                                                                    Data Scientist at Mu Sigma was asked...\n",
       "128                                                                    Data Science at Freshworks was asked...\n",
       "129                                                                    Data Science at Freshworks was asked...\n",
       "130                                                                    Data Science at Freshworks was asked...\n",
       "131                                                           Data Scientist at Exposys Data Labs was asked...\n",
       "132                                                                  Senior Data Scientist at LTI was asked...\n",
       "133                                                        Data Scientist at WheelsEye Technology was asked...\n",
       "134                                                                      Data Science at Vindiata was asked...\n",
       "135                                                                   Data Scientist at Microsoft was asked...\n",
       "136                                                                   Data Scientist at Microsoft was asked...\n",
       "137                                                                Data Scientist at WealthEngine was asked...\n",
       "138                                                                    Data Science at DataScient was asked...\n",
       "139                                                  Data Science Consultant at EdgeVerve Systems was asked...\n",
       "140                                                            Data Science at Apsidata solutions was asked...\n",
       "141                                                                   Data Scientist at ZettaLabs was asked...\n",
       "142                                                                Senior Data Scientist at Wipro was asked...\n",
       "143                                                              Data Scientist at TheMathCompany was asked...\n",
       "144                                                                  Data Scientist at DataMetica was asked...\n",
       "145                                                                  Data Scientist at DataMetica was asked...\n",
       "146                                                                  Data Scientist at DataMetica was asked...\n",
       "147                                                                  Data Scientist at DataMetica was asked...\n",
       "148                                                           Data Scientist at Netcore Solutions was asked...\n",
       "149                                                                     Data Scientist at Nielsen was asked...\n",
       "150                                                                         Data Science at Niflr was asked...\n",
       "151                                                          Data Scientist at Quadratic Insights was asked...\n",
       "152                                                               Data Scientist at Phenom People was asked...\n",
       "153                                                                     Data Scientist at Arya.ai was asked...\n",
       "154                                                            Data Scientist at Panamax Infotech was asked...\n",
       "155                                                    Senior Applied Data Scientist at dunnhumby was asked...\n",
       "156                                                             Data Scientist at Binary Fountain was asked...\n",
       "157                                                        Data Scientist at Anheuser-Busch InBev was asked...\n",
       "158                                                                     Data Scientist at Nagarro was asked...\n",
       "159                                                                  Data Scientist at Altimetrik was asked...\n",
       "160                                                                        Data Science at Zigram was asked...\n",
       "161                                                           Data Scientist at Sigmoid Analytics was asked...\n",
       "162                                                                Data Scientist at Solv (India) was asked...\n",
       "163                                                                Data Science Engineer at Subex was asked...\n",
       "164                                          Junior Data Scientist at Objecttrees Soft Consulting was asked...\n",
       "165                                                       Data Science Associate at ZS Associates was asked...\n",
       "166                                                            Data Scientist at Impact Analytics was asked...\n",
       "167                                                              Data Scientist at Kinara Capital was asked...\n",
       "168                                                              Data Scientist at Kinara Capital was asked...\n",
       "169                                                              Data Scientist at Kinara Capital was asked...\n",
       "170                                                              Data Scientist at Kinara Capital was asked...\n",
       "171                                                          Research Data Scientist at dunnhumby was asked...\n",
       "172                                                                      Data Scientist at Yodlee was asked...\n",
       "173                                                                   Data Science at DMI Finance was asked...\n",
       "174                                                  Data Science Quality Assessment at EagleView was asked...\n",
       "175                                                  Data Science Quality Assessment at EagleView was asked...\n",
       "176                                                                         Data Scientist at IBM was asked...\n",
       "177                                                              Data Scientist at Data Semantics was asked...\n",
       "178                                                           Data Scientist at Sigmoid Analytics was asked...\n",
       "179                                                        Senior Data Scientist at Fresh Gravity was asked...\n",
       "180                                                                     Data Scientist at Icertis was asked...\n",
       "181                                       Data Scientist Product Innovation at Scienaptic Systems was asked...\n",
       "182                                                                   Data Scientist at Capgemini was asked...\n",
       "183                                                            Data Scientist at Aureus Analytics was asked...\n",
       "184                                                            Data Scientist at Aureus Analytics was asked...\n",
       "185                                                            Data Scientist at Aureus Analytics was asked...\n",
       "186                                                            Data Scientist at Aureus Analytics was asked...\n",
       "187                                                                      Data Scientist at Zigram was asked...\n",
       "188                                                                  Data Scientist at Sutherland was asked...\n",
       "189                                                                        Data Science at zeotap was asked...\n",
       "190                                                                     Data Scientist at Fractal was asked...\n",
       "191                                                                       Data Science at Postman was asked...\n",
       "192                                                                         Data Scientist at MiQ was asked...\n",
       "193                                                                  Data Scientist at Altimetrik was asked...\n",
       "194                                                                       Data Scientist at Zynga was asked...\n",
       "195                                                     Associate Data Scientist at ZS Associates was asked...\n",
       "196                                                                  Data Science at Lam Research was asked...\n",
       "197                                                        Data Scientist at Eruvaka Technologies was asked...\n",
       "198                                                                Data Scientist at Hora (India) was asked...\n",
       "199                                                                  Data Scientist at Tata Elxsi was asked...\n",
       "200                                                     Data Science Consultant at DXC Technology was asked...\n",
       "201                                                                       Data Scientist at Octro was asked...\n",
       "202                                                        Data Scientist at Pivotchain Solutions was asked...\n",
       "203                                                              Data Scientist at Curl Analytics was asked...\n",
       "204                                                                     Data Scientist at Fractal was asked...\n",
       "205                                                                     Data Scientist at Fractal was asked...\n",
       "206                                                                     Data Scientist at Fractal was asked...\n",
       "207                                                                     Data Scientist at Fractal was asked...\n",
       "208                                                                     Data Scientist at Fractal was asked...\n",
       "209                                                                     Data Scientist at Fractal was asked...\n",
       "210                                                                     Data Scientist at Fractal was asked...\n",
       "211                                                                     Data Scientist at Fractal was asked...\n",
       "212                                                                     Data Scientist at Fractal was asked...\n",
       "213                                                      Senior Data Scientist at United Airlines was asked...\n",
       "214                                                      Senior Data Scientist at United Airlines was asked...\n",
       "215                                                      Senior Data Scientist at United Airlines was asked...\n",
       "216                                                      Senior Data Scientist at United Airlines was asked...\n",
       "217                                                    Associate Data Scientist at TheMathCompany was asked...\n",
       "218                                                            Data Scientist at Juniper Networks was asked...\n",
       "219                                                                         Data Scientist at MiQ was asked...\n",
       "220                                                                       Data Scientist at Optum was asked...\n",
       "221                                                              Data Scientist at DXC Technology was asked...\n",
       "222                                    Associate Data Scientist at Cognizant Technology Solutions was asked...\n",
       "223                                                                     Data Scientist at Fractal was asked...\n",
       "224                                                  Junior Data Scientist at TechVantage Systems was asked...\n",
       "225                                                  Trainee Data Scientist at Anantara Solutions was asked...\n",
       "226                                                  Trainee Data Scientist at Anantara Solutions was asked...\n",
       "227                                                  Trainee Data Scientist at Anantara Solutions was asked...\n",
       "228                                                    Data Scientist at British American Tobacco was asked...\n",
       "229                                                                  Data Scientist at Inteliment was asked...\n",
       "230                                                                       Data Scientist at Gojek was asked...\n",
       "231                                                                       Data Scientist at Gojek was asked...\n",
       "232                                                                       For Data Science at IBM was asked...\n",
       "233                                                        Data Scientist at Bharat Light & Power was asked...\n",
       "234                                                   Fellow Data Scientist at McKinsey & Company was asked...\n",
       "235                                                                  Data Scientist at Turtlemint was asked...\n",
       "236                                                                       Data Scientist at Ambee was asked...\n",
       "237                                                                       Data Scientist at TEOCO was asked...\n",
       "238                                                                       Data Scientist at IQVIA was asked...\n",
       "239                                                                    Data Scientist at MoEngage was asked...\n",
       "240                                                     Data Scientist Analyst at Tiger Analytics was asked...\n",
       "241                                                                Data Scientist at Lam Research was asked...\n",
       "242                                                                   Data Scientist at 3LOQ Labs was asked...\n",
       "243                                                                     Data Scientist at Xoriant was asked...\n",
       "244                                                                       Data Scientist at Wipro was asked...\n",
       "245                                                          Data Scientist at Kevit Technologies was asked...\n",
       "246                                                      Analyst-Data Scientist at TheMathCompany was asked...\n",
       "247                                                          Data Scientist at Quadratic Insights was asked...\n",
       "248                                                                    Data Scientist at Mu Sigma was asked...\n",
       "249                                                                Data Scientist at Systech (CA) was asked...\n",
       "250                                                             Product Data Scientist at Maybank was asked...\n",
       "251                                                  Senior Data Scientist at RxLogix Corporation was asked...\n",
       "252                                                                         Data Scientist at HCL was asked...\n",
       "253                                                                     Data Scientist at Nagarro was asked...\n",
       "254                                                             Data Scientist at PCS Global Tech was asked...\n",
       "255                                                       Data Science Consultant at o9 Solutions was asked...\n",
       "256                                                             Associate Data Scientist at Shell was asked...\n",
       "257                                                             Associate Data Scientist at Shell was asked...\n",
       "258                                                             Associate Data Scientist at Shell was asked...\n",
       "259                                                                   Data Science at EXL Service was asked...\n",
       "260                                                        Data Scientist at Bharat Light & Power was asked...\n",
       "261                                                                  Data Scientist at IKS Health was asked...\n",
       "262                                                             Data Science Engineer at Nikulsan was asked...\n",
       "263                                                                      Data Scientist at Pluto7 was asked...\n",
       "264                                                               Data Scientist at Human Resocia was asked...\n",
       "265                                                                     Data Scientist at Trantor was asked...\n",
       "266                                                               Data Science at Bobble Keyboard was asked...\n",
       "267                                                               Data Science at Bobble Keyboard was asked...\n",
       "268                                                                         Data Scientist at OYO was asked...\n",
       "269                                                                     Data Scientist at Trantor was asked...\n",
       "270                                                                    Data Scientist at Mu Sigma was asked...\n",
       "271                                                                     Data Scientist at Neviton was asked...\n",
       "272                                                                 Data Scientist at Blue Yonder was asked...\n",
       "273                                                            Data Scientist Trainee at Mu Sigma was asked...\n",
       "274                                                                     Data Scientist at Rakuten was asked...\n",
       "275                                                                  Data Scientist at Innoplexus was asked...\n",
       "276                                                          Associate Data Scientist at Mu Sigma was asked...\n",
       "277                                                                   Data Scientist at Tokopedia was asked...\n",
       "278                                                                   Data Scientist at Tokopedia was asked...\n",
       "279                                                                   Data Scientist at Tokopedia was asked...\n",
       "280                                                                   Data Scientist at Tokopedia was asked...\n",
       "281                                                                   Data Scientist at Tokopedia was asked...\n",
       "282                                                                   Data Scientist at Tokopedia was asked...\n",
       "283                                                                    Data Science at Raps iTech was asked...\n",
       "284                                                            Trainee Data Scientist at Mu Sigma was asked...\n",
       "285                                                              Data Scientist at Asset Analytix was asked...\n",
       "286                                                                         Data Science at Vahan was asked...\n",
       "287                                                       Data Scientist at Firstsource Solutions was asked...\n",
       "288                                                                       Data Science at Profeza was asked...\n",
       "289                                                                    Data Scientist at Fluid AI was asked...\n",
       "290                                                                    Data Scientist at Mu Sigma was asked...\n",
       "291                                                    Associate Data Scientist at TheMathCompany was asked...\n",
       "292                                                    Associate Data Scientist at TheMathCompany was asked...\n",
       "293                                                    Associate Data Scientist at TheMathCompany was asked...\n",
       "294                                                    Associate Data Scientist at TheMathCompany was asked...\n",
       "295                                                    Associate Data Scientist at TheMathCompany was asked...\n",
       "296                                                    Associate Data Scientist at TheMathCompany was asked...\n",
       "297                                                    Associate Data Scientist at TheMathCompany was asked...\n",
       "298                                                    Associate Data Scientist at TheMathCompany was asked...\n",
       "299                                                    Associate Data Scientist at TheMathCompany was asked...\n",
       "300                                                                         Data Scientist at LTI was asked...\n",
       "301                                                              Data Scientist at Evolent Health was asked...\n",
       "302                                                               Data Scientist at Fresh Gravity was asked...\n",
       "303                                                            Data Scientist at Impact Analytics was asked...\n",
       "304                                                        Entry Level Data Scientist at Mu Sigma was asked...\n",
       "305                                                            Trainee Data Scientist at Mu Sigma was asked...\n",
       "306                                                                          Data Scientist at EY was asked...\n",
       "307                                                          Data Scientist at UnitedHealth Group was asked...\n",
       "308                                                                 Data Scientist at Blue Yonder was asked...\n",
       "309                                                   Data Scientist at Tata Consultancy Services was asked...\n",
       "310                                                                         Data Scientist at MiQ was asked...\n",
       "311                                                                         Data Scientist at MiQ was asked...\n",
       "312                                                                    Data Scientist at Fluid AI was asked...\n",
       "313                                                                    Data Scientist at Fluid AI was asked...\n",
       "314                                                                    Data Scientist at Fluid AI was asked...\n",
       "315                                                        Data Scientist at LatentView Analytics was asked...\n",
       "316                                                                     Data Scientist at Neviton was asked...\n",
       "317                                                                Senior Data Scientist at Chegg was asked...\n",
       "318                                                           Data Scientist at Netcore Solutions was asked...\n",
       "319                                                     Data Science Consultant at Allstate India was asked...\n",
       "320                                                          Data Scientist at Ericsson-Worldwide was asked...\n",
       "321                                                          Data Scientist at Ericsson-Worldwide was asked...\n",
       "322                                                  Data Scientist at Anri Solutions HR Services was asked...\n",
       "323                                                                         Data Scientist at LTI was asked...\n",
       "324                                                                         Data Scientist at LTI was asked...\n",
       "325                                                        Data Scientist at Bharat Light & Power was asked...\n",
       "326                                                               Data Science at Aera Technology was asked...\n",
       "327                                              Data Scientist at Franklin Templeton Investments was asked...\n",
       "328                                                Data Science at Cognizant Technology Solutions was asked...\n",
       "329                                                             Data Scientist at United Airlines was asked...\n",
       "330                                                          Data Scientist at Ericsson-Worldwide was asked...\n",
       "331                                                                       Data Scientist at GreyB was asked...\n",
       "332                                                                       Data Scientist at GreyB was asked...\n",
       "333                                                                       Data Scientist at GreyB was asked...\n",
       "334                                                                       Data Scientist at GreyB was asked...\n",
       "335                                                         Data Scientist at Reliance Industries was asked...\n",
       "336                                                                     Data Scientist at Neustar was asked...\n",
       "337                                                                 Data Scientist at Bristlecone was asked...\n",
       "338                                                        Data Science Engineer at Tech Mahindra was asked...\n",
       "339                                                 Associate Data Scientist at Sigmoid Analytics was asked...\n",
       "340                                                                    Data Scientist at Webtunix was asked...\n",
       "341                                                                         Data Scientist at ADP was asked...\n",
       "342                                                           Junior Data Scientist at SculptSoft was asked...\n",
       "343                                                                   Data Scientist at dunnhumby was asked...\n",
       "344                                                         Data Scientist at Loylty Rewardz Mngt was asked...\n",
       "345                                                                     Data Scientist at Nielsen was asked...\n",
       "346                                                                     Data Science at Mate Labs was asked...\n",
       "347                                                          Data Scientist at TransOrg Analytics was asked...\n",
       "348                                                               Data Scientist at Capital Float was asked...\n",
       "349                                                      Data Scientist at Wicked Ride Adventures was asked...\n",
       "350                                                                   Data Scientist at BuzzBoard was asked...\n",
       "351                                                           Senior Data Scientist at IndiaLends was asked...\n",
       "352                                            Lead Data Scientist - IT at VSynergize Outsourcing was asked...\n",
       "353                                            Lead Data Scientist - IT at VSynergize Outsourcing was asked...\n",
       "354                                                     Analyst - Data Science at Tiger Analytics was asked...\n",
       "355                                                                    Data Scientist at [24]7.ai was asked...\n",
       "356                                                           Data Scientist at FullThrottle Labs was asked...\n",
       "357                                         Data Scientist at AlgoAnalytics Financial Consultancy was asked...\n",
       "358                                         Data Scientist at AlgoAnalytics Financial Consultancy was asked...\n",
       "359                                                       Junior Data Scientist at Knowledge Lens was asked...\n",
       "360                                Data Scientist at Mercedes-Benz Research and Development India was asked...\n",
       "361                                                            Trainee Data Scientist at Mu Sigma was asked...\n",
       "362                                                                          Data Scientist at EY was asked...\n",
       "363                                                              Data Science Associate at ZoomRx was asked...\n",
       "364                                                               Data Science Engineer at Incedo was asked...\n",
       "365                                                           Clinical Data Scientist at Mu Sigma was asked...\n",
       "366                                                              Data Scientist/ML at Capital One was asked...\n",
       "367                                                                         Data Scientist at OYO was asked...\n",
       "368                                                                  Senior Data Scientist at PwC was asked...\n",
       "369                                                                  Senior Data Scientist at PwC was asked...\n",
       "370                                                                  Senior Data Scientist at PwC was asked...\n",
       "371                                                                  Senior Data Scientist at PwC was asked...\n",
       "372                                                                  Senior Data Scientist at PwC was asked...\n",
       "373                                                                  Senior Data Scientist at PwC was asked...\n",
       "374                                                                  Senior Data Scientist at PwC was asked...\n",
       "375                                                                  Data Scientist Lead at Shell was asked...\n",
       "376                                         Data Scientist at AlgoAnalytics Financial Consultancy was asked...\n",
       "377                                                                         Data Scientist at UBS was asked...\n",
       "378                                                           Data Science Analyst at Jade Global was asked...\n",
       "379                                                                   Data Scientist at Accenture was asked...\n",
       "380                                                              Data Science at Impact Analytics was asked...\n",
       "381                                            Data Science at Montaigne Smart Business Solutions was asked...\n",
       "382                                        Data Scientist/Software Engineer at Northcorp Software was asked...\n",
       "383                                                        Data Scientist at Applied Data Finance was asked...\n",
       "384                                                                    Data Scientist at QuantZig was asked...\n",
       "385                                                                    Data Scientist at QuantZig was asked...\n",
       "386                                                                    Data Scientist at QuantZig was asked...\n",
       "387                                                                Data Scientist at QuEST Global was asked...\n",
       "388                                                                      Data Scientist at Merkle was asked...\n",
       "389                                                                         Data Scientist at PwC was asked...\n",
       "390                                                                        Data Science at Lenovo was asked...\n",
       "391                                                         Data Scientist at Ascena Retail Group was asked...\n",
       "392                                                   Data Scientist at Ray Business Technologies was asked...\n",
       "393                                                                   Data Scientist at Sailotech was asked...\n",
       "394                                                                   Data Scientist at Sailotech was asked...\n",
       "395                                                                      Data Scientist at Antuit was asked...\n",
       "396                                                                      Data Scientist at Lymbyc was asked...\n",
       "397                                                           Data Scientist at CYMPL Game Studio was asked...\n",
       "398                                                   Data Scientist at Ray Business Technologies was asked...\n",
       "399                                                          Data Science Quality Analyst at Quid was asked...\n",
       "400                                                                        Data Scientist at ATCS was asked...\n",
       "401                                                                        Data Scientist at ATCS was asked...\n",
       "402                                                         Senior Data Scientist at All On Block was asked...\n",
       "403                                                                       Data Scientist at Ketto was asked...\n",
       "404                                                          Data Scientist at Robert Bosch India was asked...\n",
       "405                                                                        Data Science at Swiggy was asked...\n",
       "406                                                                        Data Science at Swiggy was asked...\n",
       "407                                                                        Data Science at Swiggy was asked...\n",
       "408                                                                        Data Science at Swiggy was asked...\n",
       "409                                                                        Data Science at Swiggy was asked...\n",
       "410                                                           Senior Data Scientist at Innoplexus was asked...\n",
       "411                                                    Senior Data Scientist at Sigmoid Analytics was asked...\n",
       "412                                                              Data Scientist at Landmark Group was asked...\n",
       "413                                                              Data Scientist at Landmark Group was asked...\n",
       "414                                                                Lead Data Scientist at Cappius was asked...\n",
       "415                                                                   Data Scientist at Delhivery was asked...\n",
       "416                                                 Data Scientist at Happiest Minds Technologies was asked...\n",
       "417                                                                   Data Scientist at Sailotech was asked...\n",
       "418                                                            Data Scientist at e-Zest Solutions was asked...\n",
       "419                                                             Data Scientist at Bank of America was asked...\n",
       "420                                                              Data Science Engineer at Kabbage was asked...\n",
       "421                                                           Data Scientist at Gempulse Infotech was asked...\n",
       "422                                                                 Data Scientist at CoreCompete was asked...\n",
       "423                                                                 Data Scientist at CoreCompete was asked...\n",
       "424                                                                     Data Scientist at Fractal was asked...\n",
       "425                                                                   Data Scientist at Quantiphi was asked...\n",
       "426                                                                  Data Scientist at kanalytics was asked...\n",
       "427                                                                    Data Scientist at AIChunks was asked...\n",
       "428                                                                     Data Scientist at Grofers was asked...\n",
       "429                                                             Data Scientist at Utopus Insights was asked...\n",
       "430                                                               Data Scientist at Tech Mahindra was asked...\n",
       "431                                                                  Data Science Engineer at IBM was asked...\n",
       "432                                                                 Data Scientist at CoreCompete was asked...\n",
       "433                                                                 Data Scientist at CoreCompete was asked...\n",
       "434                                                                 Data Scientist at CoreCompete was asked...\n",
       "435                                                                     Data Scientist at Genpact was asked...\n",
       "436                                                                       Data Scientist at Wipro was asked...\n",
       "437                                                          Data Scientist at Kevit Technologies was asked...\n",
       "438                                                                      Data Scientist at Pfizer was asked...\n",
       "439                                                              Lead- Data Science at Netscribes was asked...\n",
       "440                                                                   Data Scientist at Accenture was asked...\n",
       "441                                                                     Data Scientist at Ujjivan was asked...\n",
       "442                                                        Lead Data Scientist at Cybage Software was asked...\n",
       "443                                                           Data Scientist at Infiniti Research was asked...\n",
       "444                                                                     Data Science at Mate Labs was asked...\n",
       "445                                                            Trainee Data Scientist at Mu Sigma was asked...\n",
       "446                                                                       Data Scientist at Optum was asked...\n",
       "447                                                                       Data Scientist at Gojek was asked...\n",
       "448                                                                       Data Scientist at Gojek was asked...\n",
       "449                                                                       Data Scientist at Karvy was asked...\n",
       "450                                                          Senior Data Scientist at eattributes was asked...\n",
       "451                                                                         Data Scientist at LTI was asked...\n",
       "452                                                                         Data Scientist at LTI was asked...\n",
       "453                                                                         Data Scientist at LTI was asked...\n",
       "454                                                                         Data Scientist at LTI was asked...\n",
       "455                                                                          Data Science at MSCI was asked...\n",
       "456                                                                    Data Scientist at Mu Sigma was asked...\n",
       "457                                    Consultant - Data Scientist at Fintellix Solutions pvt ltd was asked...\n",
       "458                                                           Data Scientist at Apar Technologies was asked...\n",
       "459                                                                         Data Scientist at Jio was asked...\n",
       "460                                                                         Data Scientist at Jio was asked...\n",
       "461                                                                         Data Scientist at Jio was asked...\n",
       "462                                                            Data Scientist at Innova Solutions was asked...\n",
       "463                                                                     Data Scientist at Fractal was asked...\n",
       "464                                                   Data Scientist at Evolgence Telecom Systems was asked...\n",
       "465                                                                         Data Science at Atlan was asked...\n",
       "466                                                                     Data Science at GenieTalk was asked...\n",
       "467                                                                  Data Scientist at CloudCover was asked...\n",
       "468                                                                  Data Scientist at CloudCover was asked...\n",
       "469                                                                  Data Scientist at CloudCover was asked...\n",
       "470                                                                  Data Scientist at CloudCover was asked...\n",
       "471                                                              Data Scientist at Playpower Labs was asked...\n",
       "472                                                                     Data Scientist at Fractal was asked...\n",
       "473                                                                  Senior Data Scientist at HCL was asked...\n",
       "474                                                                     Data Scientist at Fractal was asked...\n",
       "475                                                               Data Scientist at Iris Software was asked...\n",
       "476                                                               Data Scientist at HSBC Holdings was asked...\n",
       "477                                                              Data Scientist at OnlineSales.ai was asked...\n",
       "478                                                              Senior Data Scientist at Fractal was asked...\n",
       "479                                                                 Data Scientist at DataTrained was asked...\n",
       "480                                                                    Data Scientist at Mu Sigma was asked...\n",
       "481                                                         Data Scientist at Huawei Technologies was asked...\n",
       "482                                                                     Data Scientist at Postman was asked...\n",
       "483                                                                          Data Scientist at EY was asked...\n",
       "484                                                                          Data Scientist at EY was asked...\n",
       "485                                                                          Data Scientist at EY was asked...\n",
       "486                                                                          Data Scientist at EY was asked...\n",
       "487                                                                          Data Scientist at EY was asked...\n",
       "488                                                             Junior Data Scientist at Mu Sigma was asked...\n",
       "489                                                          Data Scientist at Robert Bosch India was asked...\n",
       "490                                                          Data Scientist at Exela Technologies was asked...\n",
       "491                                                                     Data Scientist at Philips was asked...\n",
       "492                                                             Data Scientist at Maven Workforce was asked...\n",
       "493                                                 Data Scientist at Iprimed Education Solutions was asked...\n",
       "494                                                              Data Science at Impact Analytics was asked...\n",
       "495                                                              Senior Data Scientist at Brillio was asked...\n",
       "496                                                              Data Scientist at DXC Technology was asked...\n",
       "497                                                                   Data Scientist at Capgemini was asked...\n",
       "498                                                            Data Scientist at Rockwell Collins was asked...\n",
       "499                                                                 Data Scientist at Blackcoffer was asked...\n",
       "500                                                            Data Scientist at HCL Technologies was asked...\n",
       "501                                                             Data Scientist (NLP) at Accenture was asked...\n",
       "502                                                                     Data Scientist at vPhrase was asked...\n",
       "503                                                  Associate Data Scientist at Impact Analytics was asked...\n",
       "504                                                                   Data Scientist at Autoninja was asked...\n",
       "505                                                                 Data Scientist at Pegasystems was asked...\n",
       "506                                                                         Data Scientist at LTI was asked...\n",
       "507                                                                   Senior Data Scientist at GE was asked...\n",
       "508                                                           Principal Data Scientist at Fractal was asked...\n",
       "509                                                                 Data Scientist at Thoucentric was asked...\n",
       "510                                                          Associate Data Scientist at Zendrive was asked...\n",
       "511                        Data Science and Analytics With Managerial Applications at IIM Lucknow was asked...\n",
       "512                                                               Cognitive Data Scientist at IBM was asked...\n",
       "513                                      Data Scientist/Data Analyst/Product Developer at Arcadis was asked...\n",
       "514                                                                        Data Scientist at Anuj was asked...\n",
       "515                                                               Data Scientist at ZS Associates was asked...\n",
       "516                                                                   Data Scientist at Accenture was asked...\n",
       "517                                                                   Data Scientist at Accenture was asked...\n",
       "518                                                                  Data Scientist at Salesforce was asked...\n",
       "519                                                                        Data Scientist at Tata was asked...\n",
       "520                                                                Data Scientist ML at Accenture was asked...\n",
       "521                                                                   Data Scientist at Accenture was asked...\n",
       "522                                                            Data Scientist at Impact Analytics was asked...\n",
       "523                                                                    Data Scientist at Mu Sigma was asked...\n",
       "524                                                                     Data Scientist at HP Inc. was asked...\n",
       "525                                                                    Data Scientist at Ideas2IT was asked...\n",
       "526                                                        Data Scientist at Siemens Healthineers was asked...\n",
       "527                                                         Data Science Engineer at People Group was asked...\n",
       "528                                                                     Data Scientist at Bidgely was asked...\n",
       "529                                              Senior Executive Data Science at Star TV Network was asked...\n",
       "530                                                               Data Scientist at Forecubes Inc was asked...\n",
       "531                                                                     Data Scientist at Virtusa was asked...\n",
       "532                                                                Data Scientist at AnalytixLabs was asked...\n",
       "533                                                                  Data Scientist at Innoplexus was asked...\n",
       "534                                               Data Scientist at Direxions Marketing Solutions was asked...\n",
       "535                                                                         Data Scientist at SAP was asked...\n",
       "536                                                                    Data Scientist at Mu Sigma was asked...\n",
       "537                                                          Associate Data Scientist at SpringML was asked...\n",
       "538                                                                       Data Scientist at Exzeo was asked...\n",
       "539                                                                       Data Scientist at Exzeo was asked...\n",
       "540                                                                    Data Scientist at Mu Sigma was asked...\n",
       "541                                                                    Data Scientist at Mu Sigma was asked...\n",
       "542                                                                    Data Scientist at Mu Sigma was asked...\n",
       "543                                                                    Data Scientist at Mu Sigma was asked...\n",
       "544                                                                    Data Scientist at Mu Sigma was asked...\n",
       "545                                                            Trainee Data Scientist at Mu Sigma was asked...\n",
       "546                                                            Trainee Data Scientist at Mu Sigma was asked...\n",
       "547                                                            Trainee Data Scientist at Mu Sigma was asked...\n",
       "548                                                                         Data Scientist at Jio was asked...\n",
       "549                                                                         Data Scientist at Jio was asked...\n",
       "550                                                                    Data Scientist at Mu Sigma was asked...\n",
       "551                                                               Data Scientist at Matrimony.com was asked...\n",
       "552                                                                    Data Scientist at Mu Sigma was asked...\n",
       "553                                                                   Data Scientist at Noodle.ai was asked...\n",
       "554                                                             Data Scientist at Star TV Network was asked...\n",
       "555                                                             Data Scientist at Star TV Network was asked...\n",
       "556                                                             Data Scientist at Star TV Network was asked...\n",
       "557                                                             Data Scientist at Star TV Network was asked...\n",
       "558                                              Clinical Data Scientist at Molecular Connections was asked...\n",
       "559                                                           Data Science at Trendwise Analytics was asked...\n",
       "560                                                                    Data Scientist at Mu Sigma was asked...\n",
       "561                                                                    Data Scientist at Mu Sigma was asked...\n",
       "562                                                                    Data Scientist at Mu Sigma was asked...\n",
       "563                                                                    Data Scientist at Mu Sigma was asked...\n",
       "564                                                       Junior Data Scientist at Knowledge Lens was asked...\n",
       "565                                                             Data Scientist at Innefu Labs Pvt was asked...\n",
       "566                                                     Senior Data Scientist at Publicis Sapient was asked...\n",
       "567                                                           Data Science - Trail Run at Fractal was asked...\n",
       "568                                                           Data Science - Trail Run at Fractal was asked...\n",
       "569                                                           Data Science - Trail Run at Fractal was asked...\n",
       "570                                                                    Data Scientist at Tredence was asked...\n",
       "571                                                                     Data Scientist at Genpact was asked...\n",
       "572                                                                    Data Scientist at Mu Sigma was asked...\n",
       "573                                                            Trainee Data Scientist at Mu Sigma was asked...\n",
       "574                                                                    Data Scientist at Mu Sigma was asked...\n",
       "575                                                            Trainee Data Scientist at Mu Sigma was asked...\n",
       "576                                                                   Data Scientist at Accenture was asked...\n",
       "577                                                        Data Scientist at Gauge Data Solutions was asked...\n",
       "578                                                             Data Science Engineer at Nikulsan was asked...\n",
       "579                                                                    Data Scientist at Mu Sigma was asked...\n",
       "580                                                 Data Scientist at Aaum Research and Analytics was asked...\n",
       "581                                                                     Data Scientist at HP Inc. was asked...\n",
       "582                                                       Senior Data Scientist/Analyst at Punchh was asked...\n",
       "583                                                                   Data Scientist at Cere Labs was asked...\n",
       "584                                                      Data Scientist at PathPartner Technology was asked...\n",
       "585                                                          Data Scientist at GajShield Infotech was asked...\n",
       "586                                                          Data Scientist at GajShield Infotech was asked...\n",
       "587                                                                       Data Scientist at Voziq was asked...\n",
       "588                                                       Data Scientist at MobiCloud Infosystems was asked...\n",
       "589                                         Data Scientist at AlgoAnalytics Financial Consultancy was asked...\n",
       "590                                              Data Scientist at Cognizant Technology Solutions was asked...\n",
       "591                                              Data Scientist at Cognizant Technology Solutions was asked...\n",
       "592                                              Data Scientist at Cognizant Technology Solutions was asked...\n",
       "593                                              Data Scientist at Cognizant Technology Solutions was asked...\n",
       "594                                              Data Scientist at Cognizant Technology Solutions was asked...\n",
       "595                                              Data Scientist at Cognizant Technology Solutions was asked...\n",
       "596                                              Data Scientist at Cognizant Technology Solutions was asked...\n",
       "597                                              Data Scientist at Cognizant Technology Solutions was asked...\n",
       "598                                                                 R&D Data Science at IndiaMART was asked...\n",
       "599                                                                      Data Scientist at INSOFE was asked...\n",
       "600                                               Member Technical Staff (Data Science) at NetApp was asked...\n",
       "601                                                                    Data Science at Innoplexus was asked...\n",
       "602                                                                       Data Science at Kabbage was asked...\n",
       "603                                                                       Data Science at Kabbage was asked...\n",
       "604                                                              Data Scientist at Enterprise Bot was asked...\n",
       "605                                                            Data Scientist - ML Team at Myntra was asked...\n",
       "606                                                          Data Scientist at UnitedHealth Group was asked...\n",
       "607                                                          Data Scientist at UnitedHealth Group was asked...\n",
       "608                                                          Data Scientist at UnitedHealth Group was asked...\n",
       "609                                          Member of Technical Staff - Data Science at Cohesity was asked...\n",
       "610                                                                       Data Scientist at Apple was asked...\n",
       "611                                                                     Data Scientist at Walmart was asked...\n",
       "612                                                               Data Scientist at Tech Mahindra was asked...\n",
       "613                                                        Data Scientist at Applied Data Finance was asked...\n",
       "614                                                        Data Scientist at Applied Data Finance was asked...\n",
       "615                                                                      Data Scientist at Tatvic was asked...\n",
       "616                                                                      Data Scientist at Tatvic was asked...\n",
       "617                                                                      Data Scientist at Tatvic was asked...\n",
       "618                                                                  Data Scientist at MakeMyTrip was asked...\n",
       "619                                                                  Data Scientist at MakeMyTrip was asked...\n",
       "620                                                          Data Scientist at UnitedHealth Group was asked...\n",
       "621                                                          Data Scientist at BA Continuum India was asked...\n",
       "622                                                               Senior Data Scientist at Swiggy was asked...\n",
       "623                                                               Senior Data Scientist at Swiggy was asked...\n",
       "624                                                                   Data Scientist at Quantiphi was asked...\n",
       "625                                         Data Scientist at AlgoAnalytics Financial Consultancy was asked...\n",
       "626                                                                 Data Scientist at Techgig.com was asked...\n",
       "627                                                                       Data Scientist at Karvy was asked...\n",
       "628                                                                       Data Scientist at Karvy was asked...\n",
       "629                                                                       Data Scientist at Karvy was asked...\n",
       "630                                                                       Data Scientist at Karvy was asked...\n",
       "631                                                                    Data Scientist at Mu Sigma was asked...\n",
       "632                                                           Assistant Data Scientist at Nielsen was asked...\n",
       "633                                                               Lead Data Scientist at AgroStar was asked...\n",
       "634                                                               Lead Data Scientist at AgroStar was asked...\n",
       "635                                           Associate Data Scientist at Simple & Real Analytics was asked...\n",
       "636                                           Associate Data Scientist at Simple & Real Analytics was asked...\n",
       "637                                                     Senior Data Scientist at Impact Analytics was asked...\n",
       "638                                                     Senior Data Scientist at Impact Analytics was asked...\n",
       "639                                                     Senior Data Scientist at Impact Analytics was asked...\n",
       "640                                                     Senior Data Scientist at Impact Analytics was asked...\n",
       "641                                                               Data Scientist at Human Network was asked...\n",
       "642                                                               Senior Data Scientist at Clustr was asked...\n",
       "643                                                                    Data Scientist at Neudesic was asked...\n",
       "644                                                                   Data Scientist at Delhivery was asked...\n",
       "645                                                          Vice President - Data Science at MiQ was asked...\n",
       "646                                                                      Data Scientist at Antuit was asked...\n",
       "647                                                       Data Science Associate at ZS Associates was asked...\n",
       "648                                                      Data Scientist at BlazeClan Technologies was asked...\n",
       "649                                                          Data Scientist at Ericsson-Worldwide was asked...\n",
       "650                                                                     Data Scientist at Rakuten was asked...\n",
       "651                                                                        Data Scientist at KPMG was asked...\n",
       "652                                                                        Data Scientist at KPMG was asked...\n",
       "653                                                                        Data Scientist at KPMG was asked...\n",
       "654                                                                        Data Scientist at Sixt was asked...\n",
       "655                                                                  Data Scientist at Vitubo CMS was asked...\n",
       "656                                                    Data Scientist/Software Engineer at Ma Foi was asked...\n",
       "657                                                                         Data Scientist at LTI was asked...\n",
       "658                                                                    Data Scientist at Mu Sigma was asked...\n",
       "659                                                                  Data Scientist at Vitubo CMS was asked...\n",
       "660                                                     Data Scientist at Nanobi Data & Analytics was asked...\n",
       "661                                                                Data Scientist at CreditMantri was asked...\n",
       "662                                                             Junior Data Scientist at Mu Sigma was asked...\n",
       "663                                                                        Data Science at Yodlee was asked...\n",
       "664                                                                    Data Scientist at Mu Sigma was asked...\n",
       "665                                                         Data Scientist at Government of India was asked...\n",
       "666                                                                         Data Scientist at MiQ was asked...\n",
       "667                                                   Data Scientist -Machine Learning at Fractal was asked...\n",
       "668                                                                    Data Scientist at Flipkart was asked...\n",
       "669                                                                       Data Scientist at Atlan was asked...\n",
       "670                                                                       Data Scientist at Atlan was asked...\n",
       "671                                                                       Data Scientist at Atlan was asked...\n",
       "672                                            Data Scientist/Software Engineer at Medgenome Labs was asked...\n",
       "673                                                            Executive, Data Science at Nielsen was asked...\n",
       "674                                                               Cognitive Data Scientist at IBM was asked...\n",
       "675                                                               Cognitive Data Scientist at IBM was asked...\n",
       "676                                                                 Data Scientist at J.P. Morgan was asked...\n",
       "677                                                                   Data Scientist at Toppr.com was asked...\n",
       "678                                                            Data Scientist at Impact Analytics was asked...\n",
       "679                                                     Data Scientist at Ramyam Intelligence Lab was asked...\n",
       "680                                                           Data Scientist at Softweb Solutions was asked...\n",
       "681                                                                    Data Scientist at Simility was asked...\n",
       "682                                                                    Data Scientist at Simility was asked...\n",
       "683                                                                    Data Scientist at Simility was asked...\n",
       "684                                                                    Data Scientist at Simility was asked...\n",
       "685                                            Junior Data Scientist at SmartConnect Technologies was asked...\n",
       "686                                                                  Data Scientist at Tata Elxsi was asked...\n",
       "687                                                               Senior Data Scientist at Tavant was asked...\n",
       "688                                                              Data Science at Impact Analytics was asked...\n",
       "689                                                                   Data Scientist at Capgemini was asked...\n",
       "690                                                                    Data Scientist at LinkedIn was asked...\n",
       "691                                                            Data Scientist at Insigno Quipment was asked...\n",
       "692                                                                  Data Scientist at ServiceNow was asked...\n",
       "693                                                                  Data Scientist at Innovaccer was asked...\n",
       "694                                                                   For Data Science at Webhelp was asked...\n",
       "695                                                                   Data Scientist at Accenture was asked...\n",
       "696                                                                   Data Scientist at Info Edge was asked...\n",
       "697                                              Data Scientist at Cognizant Technology Solutions was asked...\n",
       "698                                                                      Data Scientist at Boeing was asked...\n",
       "699                                                   Data Scientist/Product Analyst at Mimeo.com was asked...\n",
       "700                                                         Data Scientist at FuGenX Technologies was asked...\n",
       "701                                                         Data Scientist at FuGenX Technologies was asked...\n",
       "702                                                                     Data Scientist at Bidgely was asked...\n",
       "703                                                                 Senior Data Scientist at Hike was asked...\n",
       "704                                                                         Data Scientist at IBM was asked...\n",
       "705                                                        Data Scientist at Fidelity Investments was asked...\n",
       "706                                          Junior Data Scientist at Aaum Research and Analytics was asked...\n",
       "707                                                             Junior Data Scientist at Mu Sigma was asked...\n",
       "708                                                                   Data Scientist at Accenture was asked...\n",
       "709                                                            Data Scientist at Société Générale was asked...\n",
       "710                                                                         Data Scientist at IBM was asked...\n",
       "711                                                                 Data Scientist at HealthifyMe was asked...\n",
       "712                                                                     Data Scientist at Fractal was asked...\n",
       "713                                                              Lead Data Scientist at Envestnet was asked...\n",
       "714                                                                  Data Scientist at Innovaccer was asked...\n",
       "715                                                         Associate Data Scientist at Delhivery was asked...\n",
       "716                                                                      Data Scientist at KyePot was asked...\n",
       "717                                                                      Data Scientist at KyePot was asked...\n",
       "718                                                                      Data Scientist at KyePot was asked...\n",
       "719                                                Data Science Engineer at Digital Impact Square was asked...\n",
       "720                                                                         Data Scientist at OYO was asked...\n",
       "721                                                                   Data Scientist at Quantiphi was asked...\n",
       "722                                                        Data Scientist at Anheuser-Busch InBev was asked...\n",
       "723                                                                      Data Science at Deloitte was asked...\n",
       "724                                                                     Data Science at Tookitaki was asked...\n",
       "725                                                            Data Scientist at Impact Analytics was asked...\n",
       "726                                                                      Data Scientist at Amazon was asked...\n",
       "727                                                        Data Scientist at Anheuser-Busch InBev was asked...\n",
       "728                               Associate Data Scientist at AlgoAnalytics Financial Consultancy was asked...\n",
       "729                                                                  Senior Data Scientist at IBM was asked...\n",
       "730                                                                     Data Scientist at Flutura was asked...\n",
       "731                                                             Lead Data Scientist at Salesforce was asked...\n",
       "732                                                        Data Scientist at Fidelity Investments was asked...\n",
       "733                                                                    Data Scientist at Mu Sigma was asked...\n",
       "734                                                                         Data Scientist at ABC was asked...\n",
       "735                                                                     Data Scientist at Walmart was asked...\n",
       "736                                                                      Data Scientist at Myntra was asked...\n",
       "737                                                            Trainee Data Scientist at Mu Sigma was asked...\n",
       "738                                                                    Data Scientist at SigTuple was asked...\n",
       "739                                                                   Data Scientist at Algoscale was asked...\n",
       "740                                                             Data Scientist at ZAPR Media Labs was asked...\n",
       "741                                              Associate Data Scientist at Anheuser-Busch InBev was asked...\n",
       "742                                                                     Data Scientist at Rubique was asked...\n",
       "743                                                            Data Scientist at Impact Analytics was asked...\n",
       "744                                                                   Data Scientist at Tookitaki was asked...\n",
       "745                                                            Trainee - Data Science at Zendrive was asked...\n",
       "746                                                            Trainee - Data Science at Zendrive was asked...\n",
       "747                                                            Trainee - Data Science at Zendrive was asked...\n",
       "748                                                                      Data Scientist at Airbnb was asked...\n",
       "749                                                           Senior Data Scientist at CommerceIQ was asked...\n",
       "750                                                  Junior Data Scientist at Xcode Life Sciences was asked...\n",
       "751                                                            Data Scientist at Impact Analytics was asked...\n",
       "752                                                                         Data Scientist at OYO was asked...\n",
       "753                                                                    Data Scientist at Mu Sigma was asked...\n",
       "754                                                                        Data Scientist at ICLP was asked...\n",
       "755                                                Data Scientist at HDFC Standard Life Insurance was asked...\n",
       "756                                                                 Data Scientist at Caterpillar was asked...\n",
       "757                                                       Associate Data Scientist at Fuzzy Logix was asked...\n",
       "758                                                                    Data Scientist at Ideas2IT was asked...\n",
       "759                                                                 Data Scientist at J.P. Morgan was asked...\n",
       "760                                                                     Data Scientist at Xangars was asked...\n",
       "761                                                 Data Scientist at Aaum Research and Analytics was asked...\n",
       "762                                                                    Data Scientist at DBS Bank was asked...\n",
       "763                                                            Trainee Data Scientist at Mu Sigma was asked...\n",
       "764                                                            Trainee Data Scientist at Mu Sigma was asked...\n",
       "765                                                                    Data Scientist at Mu Sigma was asked...\n",
       "766                                                                     Data Scientist at Fractal was asked...\n",
       "767                                                            Data Scientist at Affine Analytics was asked...\n",
       "768                                                                   Data Scientist at DataWeave was asked...\n",
       "769                                                                       Data Scientist at Exzeo was asked...\n",
       "770                                                                       Data Scientist at Exzeo was asked...\n",
       "771                                                          Data Scientist at Robert Bosch India was asked...\n",
       "772                                                                 Data Scientist at Fuzzy Logix was asked...\n",
       "773                                                                    Data Scientist at Mu Sigma was asked...\n",
       "774                                                                    Data Scientist at Mu Sigma was asked...\n",
       "775                                                                    Data Scientist at Mu Sigma was asked...\n",
       "776                                                            Trainee Data Scientist at Mu Sigma was asked...\n",
       "777                                                            Trainee Data Scientist at Mu Sigma was asked...\n",
       "778                                                        Data Scientist at LatentView Analytics was asked...\n",
       "779                                                                         Data Scientist at ADP was asked...\n",
       "780                                                     Data Scientist at Educational Initiatives was asked...\n",
       "781                                                                     Data Scientist at Fractal was asked...\n",
       "782                                                   Junior Associate Data Scientist at Mu Sigma was asked...\n",
       "783                                                              Data Scientist at DXC Technology was asked...\n",
       "784                                                        Data Scientist at LatentView Analytics was asked...\n",
       "785                                                                Data Scientist at PC Solutions was asked...\n",
       "786                                                      Senior Data Scientist at Maveric Systems was asked...\n",
       "787                                                                     Data Scientist at Aurigin was asked...\n",
       "788                                            Data Scientist at Computer Age Management Services was asked...\n",
       "789                                                            Data Scientist at Taction Software was asked...\n",
       "790                                                            Data Scientist at Taction Software was asked...\n",
       "791                                                            Data Scientist at Taction Software was asked...\n",
       "792                                                            Data Scientist at Taction Software was asked...\n",
       "793                                                            Data Scientist at Taction Software was asked...\n",
       "794                                                            Data Scientist at Taction Software was asked...\n",
       "795                                                                         Data Scientist at OYO was asked...\n",
       "796                                                                     Data Scientist at Fractal was asked...\n",
       "797                                                                     Data Scientist at Fractal was asked...\n",
       "798                                                                      Data Scientist at PayPal was asked...\n",
       "799                                                               Lead Data Scientist at Sagacito was asked...\n",
       "800                                                                    Data Scientist at Mu Sigma was asked...\n",
       "801                                                                    Data Scientist at Mu Sigma was asked...\n",
       "802                                                                     Data Scientist at Red Hat was asked...\n",
       "803                                                  Data Scientist at Algebra Software Analytics was asked...\n",
       "804                                                        Data Scientist at Anheuser-Busch InBev was asked...\n",
       "805                                                                  Data Scientist at GreedyGame was asked...\n",
       "806                                                          Manager, Data Science at Stack Route was asked...\n",
       "807                                        Data Scientist at Sears IT & Management Services India was asked...\n",
       "808                                                                        Data Scientist at KPMG was asked...\n",
       "809                                                                  Data Scientist at Click Labs was asked...\n",
       "810                                                                    Data Scientist at Indus OS was asked...\n",
       "811                                  Junior Data Scientist at AlgoAnalytics Financial Consultancy was asked...\n",
       "812                                                       Data Science Associate at ZS Associates was asked...\n",
       "813                                                       Data Science Associate at ZS Associates was asked...\n",
       "814                                                       Data Science Associate at ZS Associates was asked...\n",
       "815                                                       Data Science Associate at ZS Associates was asked...\n",
       "816                                     Data Scientist at GAIN Credit (formerly Global Analytics) was asked...\n",
       "817                                                             Data Scientist at Electronic Arts was asked...\n",
       "818                                                             Data Scientist at Tiger Analytics was asked...\n",
       "819                                                                     Data Science at Capgemini was asked...\n",
       "820                                                     Data Scientist at Ramyam Intelligence Lab was asked...\n",
       "821                                                                       Data Scientist at Karvy was asked...\n",
       "822                                                                   Data Scientist at OLX Group was asked...\n",
       "823                                                                   Data Scientist at OLX Group was asked...\n",
       "824                                                                   Data Scientist at OLX Group was asked...\n",
       "825                                                                   Data Scientist at OLX Group was asked...\n",
       "826                                                                  Data Scientist at Sutherland was asked...\n",
       "827                                                                    Data Scientist at Sagacito was asked...\n",
       "828                                                                   Data Scientist at InfoFaces was asked...\n",
       "829                                                                 Data Scientist at Essar Steel was asked...\n",
       "830                                                           Data Scientist at Anonymous Content was asked...\n",
       "831                                                                   Data Scientist at Microsoft was asked...\n",
       "832                                                         Assistant Data Scientist at Visual IQ was asked...\n",
       "833                                                          Data Scientist at Valiance Solutions was asked...\n",
       "834                                                                         Data Scientist at OYO was asked...\n",
       "835                                                                   Data Scientist at Honeywell was asked...\n",
       "836                                               Assistant Manager - Data Science at CreditVidya was asked...\n",
       "837                                         Data Scientist II at Hewlett Packard Enterprise | HPE was asked...\n",
       "838                                              Data Science- Researcher at Edvancer Eduventures was asked...\n",
       "839                                                          Data Scientist at Quadratic Insights was asked...\n",
       "840                                                          Data Scientist at TinyOwl Technology was asked...\n",
       "841                                                                    Data Scientist at Mu Sigma was asked...\n",
       "842                                                          Data Scientist at Valiance Solutions was asked...\n",
       "843                                     Data Scientist at Samsung R&D Institute India - Bangalore was asked...\n",
       "844                                                          Data Science Consultant at Quantiphi was asked...\n",
       "845                                                          Data Science Consultant at Quantiphi was asked...\n",
       "846                                                            Data Science at Myraa Technologies was asked...\n",
       "847                                     Data Scientist at GAIN Credit (formerly Global Analytics) was asked...\n",
       "848                                                       Junior Data Scientist at Knowledge Lens was asked...\n",
       "849                                                                    Data Scientist at Zendrive was asked...\n",
       "850                                                   Data Scientist at Annik Technology Services was asked...\n",
       "851                             Data Scientist/Business Analyst at Cognizant Technology Solutions was asked...\n",
       "852                                                                     Data Scientist at Manthan was asked...\n",
       "853                                 Senior Data Scientist at Sears IT & Management Services India was asked...\n",
       "854                                                                    Data Scientist at Mu Sigma was asked...\n",
       "855                                                                      Data Scientist at Amazon was asked...\n",
       "856                             R&D Lead-Data Sciences & Advanced Analytics Algorithms” at Flytxt was asked...\n",
       "857                                                            Data Science at Myraa Technologies was asked...\n",
       "858                                                           Executive - Data Science at Nielsen was asked...\n",
       "859                                         Associate Data Scientist at Annik Technology Services was asked...\n",
       "860                                                          Data Scientist at Scienaptic Systems was asked...\n",
       "861                                                                         Data Scientist at 1mg was asked...\n",
       "862                                                        Data Scientist at Anheuser-Busch InBev was asked...\n",
       "863                                                                      Data Scientist at Antuit was asked...\n",
       "864                                              Data Scientist at Cognizant Technology Solutions was asked...\n",
       "865                                                                  Data Scientist at BankBazaar was asked...\n",
       "866                                                        Data Scientist at Applied Data Finance was asked...\n",
       "867                                                                    Data Scientist at DSM Soft was asked...\n",
       "868                                                                    Data Scientist at Tredence was asked...\n",
       "869                                          Junior Data Scientist at Aaum Research and Analytics was asked...\n",
       "870                                                                      Data Science at Mahindra was asked...\n",
       "871                                                                    Data Scientist at Mu Sigma was asked...\n",
       "872                                                                    Data Scientist at Mu Sigma was asked...\n",
       "873                                                   Senior Data Scientist at Analyttica Datalab was asked...\n",
       "874                                                               Senior Data Scientist at HARMAN was asked...\n",
       "875                                                              Data Scientist at Landmark Group was asked...\n",
       "876                                                        Senior Data Scientist at Tech Mahindra was asked...\n",
       "877                                                                    Data Scientist at Mu Sigma was asked...\n",
       "878                                                                 Data Scientist at InfoObjects was asked...\n",
       "879                                                                   Data Scientist at Delhivery was asked...\n",
       "880                                                         Data Scientist at Trendwise Analytics was asked...\n",
       "881                                                                    Data Scientist at Mu Sigma was asked...\n",
       "882                                                                      Data Scientist at Cyient was asked...\n",
       "883                                                              Data Scientist at Morgan Stanley was asked...\n",
       "884                                                              Data Scientist at Morgan Stanley was asked...\n",
       "885                                                              Data Scientist at Morgan Stanley was asked...\n",
       "886                                                              Data Scientist at Morgan Stanley was asked...\n",
       "887                                                              Data Scientist at Morgan Stanley was asked...\n",
       "888                                                              Data Scientist at Morgan Stanley was asked...\n",
       "889                                                              Data Scientist at Morgan Stanley was asked...\n",
       "890    Natural Language Processing/Machine Learning/Text Mining/Data Science at Surukam Analytics was asked...\n",
       "891                                                                  Data Scientist at MakeMyTrip was asked...\n",
       "892                                                          Progammar/Data Scientist at Infocusp was asked...\n",
       "893                                                            Associate Data Scientist at Yodlee was asked...\n",
       "894                                                                  Data Scientist at Innovaccer was asked...\n",
       "895                                                                Data Scientist at QuEST Global was asked...\n",
       "896                     Either User Experience Developer, Programmer, QA, Data Scientist at Evive was asked...\n",
       "897                     Either User Experience Developer, Programmer, QA, Data Scientist at Evive was asked...\n",
       "898                                                                    Data Scientist at Mu Sigma was asked...\n",
       "899                                              Data Scientist at Cognizant Technology Solutions was asked...\n",
       "900                                                                       Data Science at Bidgely was asked...\n",
       "901                                                          Cognitive Data Scientist at Swiss Re was asked...\n",
       "902                                                                       Data Scientist at Atlan was asked...\n",
       "903                                                                   Data Scientist at Graphnile was asked...\n",
       "904                                              Data Science and Analytics at UnitedHealth Group was asked...\n",
       "905                                                                 Data Scientist at Crayon Data was asked...\n",
       "906                                                                    Data Scientist at Mu Sigma was asked...\n",
       "907                                                                      Data Scientist at HARMAN was asked...\n",
       "908                                                              Data Scientist at Aruba Networks was asked...\n",
       "909                                              Data Scientist - Machine Learning at Booking.com was asked...\n",
       "910                                                                     Data Scientist at BancTec was asked...\n",
       "911                                                             Data Scientist at Symphony Teleca was asked...\n",
       "912                 Part Time Big Data/Data Science Faculty at Novel Research & Development India was asked...\n",
       "913                                                        Data Science at Capillary Technologies was asked...\n",
       "914                                                                    Data Scientist at Mu Sigma was asked...\n",
       "915                                                                    Data Scientist at Finomena was asked...\n",
       "916                                                 Data Scientist at Happiest Minds Technologies was asked...\n",
       "917                                                                       Data Scientist at Subex was asked...\n",
       "918                                                           Training Data Scientist at Mu Sigma was asked...\n",
       "919                                       Associate Software Engineer(Data Science) at Innoplexus was asked...\n",
       "920                                                                    Data Scientist at Mu Sigma was asked...\n",
       "921                                                           Data Scientist at Bhilwara Infotech was asked...\n",
       "922                                                           Data Scientist at Bhilwara Infotech was asked...\n",
       "923                                                            Trainee Data Scientist at Mu Sigma was asked...\n",
       "924                                                      Senior Data Scientist at Symphony Teleca was asked...\n",
       "925                                                                      Data Scientist at Cyient was asked...\n",
       "926                                                    Analytics - Data Scientist at JetSynthesys was asked...\n",
       "927                                                                    Data Scientist at Mu Sigma was asked...\n",
       "928                                                                  Data Scientist at Innoplexus was asked...\n",
       "929                                                                    Data Scientist at Mu Sigma was asked...\n",
       "930                                                                    Data Scientist at Mu Sigma was asked...\n",
       "931                                                           Big Data/Data Sciences at Capgemini was asked...\n",
       "932                                                               Data Scientist at Pyro Networks was asked...\n",
       "933                                                Associate Data Scientist at Saama Technologies was asked...\n",
       "934                                                          Data Scientist at McKinsey & Company was asked...\n",
       "935                                                          Data Scientist at McKinsey & Company was asked...\n",
       "936                                                                    Data Scientist at Vodafone was asked...\n",
       "937                                                                     Data Scientist at Flutura was asked...\n",
       "938                                                                    Data Scientist at Vodafone was asked...\n",
       "939                                                                    Data Scientist at Vodafone was asked...\n",
       "940                                                                    Data Scientist at Vodafone was asked...\n",
       "941                                                                    Data Scientist at Vodafone was asked...\n",
       "942                                                                    Data Scientist at Vodafone was asked...\n",
       "943                                                                    Data Scientist at Vodafone was asked...\n",
       "944                                                Associate Data Scientist at Saama Technologies was asked...\n",
       "945                                                                Data Scientist at MachinePulse was asked...\n",
       "946                                                                      Data Scientist at Cyient was asked...\n",
       "947                                                          Data Scientist at Robert Bosch India was asked...\n",
       "948                                                                         Data Scientist at WNS was asked...\n",
       "949                                                               Data Science Engineer at Kayako was asked...\n",
       "950                                                                    Data Scientist at Mu Sigma was asked...\n",
       "951                                                        Data Scientist at LatentView Analytics was asked...\n",
       "952                                                                  Data Scientist at Innovaccer was asked...\n",
       "953                                                                    Data Scientist at WyzMindz was asked...\n",
       "954                                                                    Data Scientist at Mu Sigma was asked...\n",
       "955                                                   Manager - Data Scientist at Symphony Teleca was asked...\n",
       "956                                                                    Data Scientist at Mu Sigma was asked...\n",
       "957                                                                    Data Scientist at Mu Sigma was asked...\n",
       "958                                                             Junior Data Scientist at Mu Sigma was asked...\n",
       "959                                                                    Data Scientist at Mu Sigma was asked...\n",
       "960                                                                 Data Scientist at MarketShare was asked...\n",
       "Name: Company, dtype: object"
      ]
     },
     "execution_count": 122,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data['Company']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 123,
   "metadata": {},
   "outputs": [],
   "source": [
    "data['Company'] = data['Company'].str.replace('Data Scientist', '')\n",
    "data['Company'] = data['Company'].str.replace('was asked...', '')\n",
    "data['Company'] = data['Company'].str.replace('Associate', '')\n",
    "data['Company'] = data['Company'].str.replace('at', '')\n",
    "data['Company'] = data['Company'].str.replace('Junior', '')\n",
    "data['Company'] = data['Company'].str.replace('Data Science', '')\n",
    "data['Company'] = data['Company'].str.replace('Entry', '')\n",
    "data['Company'] = data['Company'].str.replace('Level', '')\n",
    "data['Company'] = data['Company'].str.replace('Senior', '')\n",
    "data['Company'] = data['Company'].str.replace('Da Science', '')\n",
    "data['Company'] = data['Company'].str.replace('Business', '')\n",
    "data['Company'] = data['Company'].str.replace('Analyst', '')\n",
    "data['Company'] = data['Company'].str.replace('Engineer ', '')\n",
    "data['Company'] = data['Company'].str.replace('Lead', '')\n",
    "data['Company'] = data['Company'].str.replace('/', '')\n",
    "data['Company'] = data['Company'].str.replace('Specialist', '')\n",
    "data['Company'] = data['Company'].str.replace('Python', '')\n",
    "data['Company'] = data['Company'].str.replace('ML', '')\n",
    "data['Company'] = data['Company'].str.replace('Technical Staff', '')\n",
    "data['Company'] = data['Company'].str.replace('Member', '')\n",
    "data['Company'] = data['Company'].str.replace('Vice President', '')\n",
    "data['Company'] = data['Company'].str.replace('Progammar  ', '')\n",
    "data['Company'] = data['Company'].str.replace('Nural Language ProcessingMachine LearningText Mining', '')\n",
    "data['Company'] = data['Company'].str.replace('Machine Learning', '')  \n",
    "data['Company'] = data['Company'].str.replace('and Analytics', '')\n",
    "data['Company'] = data['Company'].str.replace('Trainee', '')  \n",
    "data['Company'] = data['Company'].str.replace('of -', '')  \n",
    "data['Company'] = data['Company'].str.replace('For ', '') \n",
    "data['Company'] = data['Company'].str.replace('Staff', '')\n",
    "data['Company'] = data['Company'].str.replace('Quality Assessment ', '')\n",
    "data['Company'] = data['Company'].str.replace('Fellow', '')\n",
    "data['Company'] = data['Company'].str.replace('Product Innovion', '')\n",
    "data['Company'] = data['Company'].str.replace('- IT', '')\n",
    "data['Company'] = data['Company'].str.replace('Consultant', '') \n",
    "data['Company'] = data['Company'].str.replace('Executive', '')    \n",
    "data['Company'] = data['Company'].str.replace('Clinical', '')    \n",
    "data['Company'] = data['Company'].str.replace('-', '')      \n",
    "data['Company'] = data['Company'].str.replace('Manager', '')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 124,
   "metadata": {},
   "outputs": [],
   "source": [
    "data['Company'] = data['Company'].str.strip() "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 125,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0                                           L&T Technology Services\n",
       "1                                                      ThoughtWorks\n",
       "2                                                    Knowledge Lens\n",
       "3                                                       Wells Fargo\n",
       "4                                                         Redwood s\n",
       "5                                                   Tiger Analytics\n",
       "6                                                         Tokopedia\n",
       "7                                                           AppsTek\n",
       "8                                                      Robert Bosch\n",
       "9                                                      Robert Bosch\n",
       "10                                                          Bidgely\n",
       "11                                         Motilal Oswal Securities\n",
       "12                                                            Paytm\n",
       "13                                                             NIRA\n",
       "14                                                             NIRA\n",
       "15                                              Huawei Technologies\n",
       "16                                            Infineon Technologies\n",
       "17                                        Uniphore Software Systems\n",
       "18                                               Mobile Programming\n",
       "19                                               Mobile Programming\n",
       "20                                                           Atkins\n",
       "21                                                          Postman\n",
       "22                                                          Gyan Da\n",
       "23                                                          Gyan Da\n",
       "24                                                          Gyan Da\n",
       "25                                                          Gyan Da\n",
       "26                                                          Walmart\n",
       "27                                      Happiest Minds Technologies\n",
       "28                                      Happiest Minds Technologies\n",
       "29                                      Happiest Minds Technologies\n",
       "30                                                             ZS s\n",
       "31                                                             ZS s\n",
       "32                                                  Tiger Analytics\n",
       "33                                                         Algo8.ai\n",
       "34                                                       IKS Health\n",
       "35                                                        EzeiaTech\n",
       "36                                                         Mu Sigma\n",
       "37                                                         Mu Sigma\n",
       "38                                                 Dun & Bradstreet\n",
       "39                                                          Headout\n",
       "40                                      Happiest Minds Technologies\n",
       "41                                                           Unisys\n",
       "42                                                           Unisys\n",
       "43                                   Evolve Technologies & Services\n",
       "44                                                            Zynga\n",
       "45                                                            Zycus\n",
       "46                                                              Ola\n",
       "47                                               UnitedHealth Group\n",
       "48                                                           PayPal\n",
       "49                                                        Cerpillar\n",
       "50                                            DEEVIA Software India\n",
       "51                                              Mswipe Technologies\n",
       "52                                                 Publicis Sapient\n",
       "53                                                 Publicis Sapient\n",
       "54                                                 Publicis Sapient\n",
       "55                                                 Publicis Sapient\n",
       "56                                                 Publicis Sapient\n",
       "57                                              AnheuserBusch InBev\n",
       "58                                              Reliance Industries\n",
       "59                                                          Brillio\n",
       "60                                                             ZS s\n",
       "61                                                          Gartner\n",
       "62                                                          Gartner\n",
       "63                                                           Amazon\n",
       "64                                                           Amazon\n",
       "65                                                           Amazon\n",
       "66                                                           Amazon\n",
       "67                                                           Amazon\n",
       "68                                      Metacube Software Pvt. Ltd.\n",
       "69                                                           VMware\n",
       "70                                               Applied Da Finance\n",
       "71                                                            WABCO\n",
       "72                                                           Moglix\n",
       "73                                                        Algoscale\n",
       "74                                                               EY\n",
       "75                                                  Apollo Pharmacy\n",
       "76                                                       InsideView\n",
       "77                                                       InsideView\n",
       "78                                                          Rakuten\n",
       "79                                                          Enquero\n",
       "80                                               Bhar Light & Power\n",
       "81                                                           Utopia\n",
       "82                                                      EXL Service\n",
       "83                                                      EXL Service\n",
       "84                                                              IBM\n",
       "85                                                              IBM\n",
       "86                                                              IBM\n",
       "87                                                         VideoTap\n",
       "88                                                            Optum\n",
       "89                                                        BRIDGEi2i\n",
       "90                                                          Applice\n",
       "91                                               Innominds Software\n",
       "92                                       Aptuz Technology Solutions\n",
       "93                                                       CARS24.com\n",
       "94                                                       Altimetrik\n",
       "95                                                            Atlan\n",
       "96                                                          Flutura\n",
       "97                                                     TheMhCompany\n",
       "98                                                     TheMhCompany\n",
       "99                                                          Fractal\n",
       "100                                                            CBRE\n",
       "101                                                            CBRE\n",
       "102                                                    TheMhCompany\n",
       "103                                             Samsung Electronics\n",
       "104                                               KPIT Technologies\n",
       "105                                                             LTI\n",
       "106                                                    TheMhCompany\n",
       "107                                                          BYJU'S\n",
       "108                                                          BYJU'S\n",
       "109                                                     Continental\n",
       "110                                                          eClerx\n",
       "111                                                        Deloitte\n",
       "112                                                        Deloitte\n",
       "113                                                        Deloitte\n",
       "114                                                        Deloitte\n",
       "115                                                       Everlytic\n",
       "116                                                  Bain & Company\n",
       "117                                                        Nanonets\n",
       "118                                                   General Mills\n",
       "119                                                      GlobusSoft\n",
       "120                                                             Eon\n",
       "121                                               EricssonWorldwide\n",
       "122                                                         Nagarro\n",
       "123                                                         Nagarro\n",
       "124                                                             IDM\n",
       "125                                                         Fractal\n",
       "126                                                             ABB\n",
       "127                                                        Mu Sigma\n",
       "128                                                      Freshworks\n",
       "129                                                      Freshworks\n",
       "130                                                      Freshworks\n",
       "131                                                 Exposys Da Labs\n",
       "132                                                             LTI\n",
       "133                                            WheelsEye Technology\n",
       "134                                                          Vindia\n",
       "135                                                       Microsoft\n",
       "136                                                       Microsoft\n",
       "137                                                    WealthEngine\n",
       "138                                                        DaScient\n",
       "139                                               EdgeVerve Systems\n",
       "140                                                Apsida solutions\n",
       "141                                                       ZettaLabs\n",
       "142                                                           Wipro\n",
       "143                                                    TheMhCompany\n",
       "144                                                        DaMetica\n",
       "145                                                        DaMetica\n",
       "146                                                        DaMetica\n",
       "147                                                        DaMetica\n",
       "148                                               Netcore Solutions\n",
       "149                                                         Nielsen\n",
       "150                                                           Niflr\n",
       "151                                                Quadric Insights\n",
       "152                                                   Phenom People\n",
       "153                                                         Arya.ai\n",
       "154                                                Panamax Infotech\n",
       "155                                             Applied   dunnhumby\n",
       "156                                                 Binary Fountain\n",
       "157                                             AnheuserBusch InBev\n",
       "158                                                         Nagarro\n",
       "159                                                      Altimetrik\n",
       "160                                                          Zigram\n",
       "161                                               Sigmoid Analytics\n",
       "162                                                    Solv (India)\n",
       "163                                                           Subex\n",
       "164                                     Objecttrees Soft Consulting\n",
       "165                                                            ZS s\n",
       "166                                                Impact Analytics\n",
       "167                                                  Kinara Capital\n",
       "168                                                  Kinara Capital\n",
       "169                                                  Kinara Capital\n",
       "170                                                  Kinara Capital\n",
       "171                                            Research   dunnhumby\n",
       "172                                                          Yodlee\n",
       "173                                                     DMI Finance\n",
       "174                                                       EagleView\n",
       "175                                                       EagleView\n",
       "176                                                             IBM\n",
       "177                                                    Da Semantics\n",
       "178                                               Sigmoid Analytics\n",
       "179                                                   Fresh Gravity\n",
       "180                                                         Icertis\n",
       "181                                              Scienaptic Systems\n",
       "182                                                       Capgemini\n",
       "183                                                Aureus Analytics\n",
       "184                                                Aureus Analytics\n",
       "185                                                Aureus Analytics\n",
       "186                                                Aureus Analytics\n",
       "187                                                          Zigram\n",
       "188                                                      Sutherland\n",
       "189                                                          zeotap\n",
       "190                                                         Fractal\n",
       "191                                                         Postman\n",
       "192                                                             MiQ\n",
       "193                                                      Altimetrik\n",
       "194                                                           Zynga\n",
       "195                                                            ZS s\n",
       "196                                                    Lam Research\n",
       "197                                            Eruvaka Technologies\n",
       "198                                                    Hora (India)\n",
       "199                                                        Ta Elxsi\n",
       "200                                                  DXC Technology\n",
       "201                                                           Octro\n",
       "202                                            Pivotchain Solutions\n",
       "203                                                  Curl Analytics\n",
       "204                                                         Fractal\n",
       "205                                                         Fractal\n",
       "206                                                         Fractal\n",
       "207                                                         Fractal\n",
       "208                                                         Fractal\n",
       "209                                                         Fractal\n",
       "210                                                         Fractal\n",
       "211                                                         Fractal\n",
       "212                                                         Fractal\n",
       "213                                                 United Airlines\n",
       "214                                                 United Airlines\n",
       "215                                                 United Airlines\n",
       "216                                                 United Airlines\n",
       "217                                                    TheMhCompany\n",
       "218                                                Juniper Networks\n",
       "219                                                             MiQ\n",
       "220                                                           Optum\n",
       "221                                                  DXC Technology\n",
       "222                                  Cognizant Technology Solutions\n",
       "223                                                         Fractal\n",
       "224                                             TechVantage Systems\n",
       "225                                              Anantara Solutions\n",
       "226                                              Anantara Solutions\n",
       "227                                              Anantara Solutions\n",
       "228                                        British American Tobacco\n",
       "229                                                      Inteliment\n",
       "230                                                           Gojek\n",
       "231                                                           Gojek\n",
       "232                                                             IBM\n",
       "233                                              Bhar Light & Power\n",
       "234                                              McKinsey & Company\n",
       "235                                                      Turtlemint\n",
       "236                                                           Ambee\n",
       "237                                                           TEOCO\n",
       "238                                                           IQVIA\n",
       "239                                                        MoEngage\n",
       "240                                                 Tiger Analytics\n",
       "241                                                    Lam Research\n",
       "242                                                       3LOQ Labs\n",
       "243                                                         Xoriant\n",
       "244                                                           Wipro\n",
       "245                                              Kevit Technologies\n",
       "246                                                    TheMhCompany\n",
       "247                                                Quadric Insights\n",
       "248                                                        Mu Sigma\n",
       "249                                                    Systech (CA)\n",
       "250                                               Product   Maybank\n",
       "251                                               RxLogix Corporion\n",
       "252                                                             HCL\n",
       "253                                                         Nagarro\n",
       "254                                                 PCS Global Tech\n",
       "255                                                    o9 Solutions\n",
       "256                                                           Shell\n",
       "257                                                           Shell\n",
       "258                                                           Shell\n",
       "259                                                     EXL Service\n",
       "260                                              Bhar Light & Power\n",
       "261                                                      IKS Health\n",
       "262                                                        Nikulsan\n",
       "263                                                          Pluto7\n",
       "264                                                   Human Resocia\n",
       "265                                                         Trantor\n",
       "266                                                 Bobble Keyboard\n",
       "267                                                 Bobble Keyboard\n",
       "268                                                             OYO\n",
       "269                                                         Trantor\n",
       "270                                                        Mu Sigma\n",
       "271                                                         Neviton\n",
       "272                                                     Blue Yonder\n",
       "273                                                        Mu Sigma\n",
       "274                                                         Rakuten\n",
       "275                                                      Innoplexus\n",
       "276                                                        Mu Sigma\n",
       "277                                                       Tokopedia\n",
       "278                                                       Tokopedia\n",
       "279                                                       Tokopedia\n",
       "280                                                       Tokopedia\n",
       "281                                                       Tokopedia\n",
       "282                                                       Tokopedia\n",
       "283                                                      Raps iTech\n",
       "284                                                        Mu Sigma\n",
       "285                                                  Asset Analytix\n",
       "286                                                           Vahan\n",
       "287                                           Firstsource Solutions\n",
       "288                                                         Profeza\n",
       "289                                                        Fluid AI\n",
       "290                                                        Mu Sigma\n",
       "291                                                    TheMhCompany\n",
       "292                                                    TheMhCompany\n",
       "293                                                    TheMhCompany\n",
       "294                                                    TheMhCompany\n",
       "295                                                    TheMhCompany\n",
       "296                                                    TheMhCompany\n",
       "297                                                    TheMhCompany\n",
       "298                                                    TheMhCompany\n",
       "299                                                    TheMhCompany\n",
       "300                                                             LTI\n",
       "301                                                  Evolent Health\n",
       "302                                                   Fresh Gravity\n",
       "303                                                Impact Analytics\n",
       "304                                                        Mu Sigma\n",
       "305                                                        Mu Sigma\n",
       "306                                                              EY\n",
       "307                                              UnitedHealth Group\n",
       "308                                                     Blue Yonder\n",
       "309                                         Ta Consultancy Services\n",
       "310                                                             MiQ\n",
       "311                                                             MiQ\n",
       "312                                                        Fluid AI\n",
       "313                                                        Fluid AI\n",
       "314                                                        Fluid AI\n",
       "315                                              LentView Analytics\n",
       "316                                                         Neviton\n",
       "317                                                           Chegg\n",
       "318                                               Netcore Solutions\n",
       "319                                                    Allste India\n",
       "320                                               EricssonWorldwide\n",
       "321                                               EricssonWorldwide\n",
       "322                                      Anri Solutions HR Services\n",
       "323                                                             LTI\n",
       "324                                                             LTI\n",
       "325                                              Bhar Light & Power\n",
       "326                                                 Aera Technology\n",
       "327                                  Franklin Templeton Investments\n",
       "328                                  Cognizant Technology Solutions\n",
       "329                                                 United Airlines\n",
       "330                                               EricssonWorldwide\n",
       "331                                                           GreyB\n",
       "332                                                           GreyB\n",
       "333                                                           GreyB\n",
       "334                                                           GreyB\n",
       "335                                             Reliance Industries\n",
       "336                                                         Neustar\n",
       "337                                                     Bristlecone\n",
       "338                                                   Tech Mahindra\n",
       "339                                               Sigmoid Analytics\n",
       "340                                                        Webtunix\n",
       "341                                                             ADP\n",
       "342                                                      SculptSoft\n",
       "343                                                       dunnhumby\n",
       "344                                             Loylty Rewardz Mngt\n",
       "345                                                         Nielsen\n",
       "346                                                         Me Labs\n",
       "347                                              TransOrg Analytics\n",
       "348                                                     Capital Flo\n",
       "349                                          Wicked Ride Adventures\n",
       "350                                                       BuzzBoard\n",
       "351                                                      IndiaLends\n",
       "352                                          VSynergize Outsourcing\n",
       "353                                          VSynergize Outsourcing\n",
       "354                                                 Tiger Analytics\n",
       "355                                                        [24]7.ai\n",
       "356                                               FullThrottle Labs\n",
       "357                             AlgoAnalytics Financial Consultancy\n",
       "358                             AlgoAnalytics Financial Consultancy\n",
       "359                                                  Knowledge Lens\n",
       "360                     MercedesBenz Research and Development India\n",
       "361                                                        Mu Sigma\n",
       "362                                                              EY\n",
       "363                                                          ZoomRx\n",
       "364                                                          Incedo\n",
       "365                                                        Mu Sigma\n",
       "366                                                     Capital One\n",
       "367                                                             OYO\n",
       "368                                                             PwC\n",
       "369                                                             PwC\n",
       "370                                                             PwC\n",
       "371                                                             PwC\n",
       "372                                                             PwC\n",
       "373                                                             PwC\n",
       "374                                                             PwC\n",
       "375                                                           Shell\n",
       "376                             AlgoAnalytics Financial Consultancy\n",
       "377                                                             UBS\n",
       "378                                                     Jade Global\n",
       "379                                                       Accenture\n",
       "380                                                Impact Analytics\n",
       "381                                      Montaigne Smart  Solutions\n",
       "382                                    Software  Northcorp Software\n",
       "383                                              Applied Da Finance\n",
       "384                                                        QuantZig\n",
       "385                                                        QuantZig\n",
       "386                                                        QuantZig\n",
       "387                                                    QuEST Global\n",
       "388                                                          Merkle\n",
       "389                                                             PwC\n",
       "390                                                          Lenovo\n",
       "391                                             Ascena Retail Group\n",
       "392                                               Ray  Technologies\n",
       "393                                                       Sailotech\n",
       "394                                                       Sailotech\n",
       "395                                                          Antuit\n",
       "396                                                          Lymbyc\n",
       "397                                               CYMPL Game Studio\n",
       "398                                               Ray  Technologies\n",
       "399                                                  Quality   Quid\n",
       "400                                                            ATCS\n",
       "401                                                            ATCS\n",
       "402                                                    All On Block\n",
       "403                                                           Ketto\n",
       "404                                              Robert Bosch India\n",
       "405                                                          Swiggy\n",
       "406                                                          Swiggy\n",
       "407                                                          Swiggy\n",
       "408                                                          Swiggy\n",
       "409                                                          Swiggy\n",
       "410                                                      Innoplexus\n",
       "411                                               Sigmoid Analytics\n",
       "412                                                  Landmark Group\n",
       "413                                                  Landmark Group\n",
       "414                                                         Cappius\n",
       "415                                                       Delhivery\n",
       "416                                     Happiest Minds Technologies\n",
       "417                                                       Sailotech\n",
       "418                                                 eZest Solutions\n",
       "419                                                 Bank of America\n",
       "420                                                         Kabbage\n",
       "421                                               Gempulse Infotech\n",
       "422                                                     CoreCompete\n",
       "423                                                     CoreCompete\n",
       "424                                                         Fractal\n",
       "425                                                       Quantiphi\n",
       "426                                                      kanalytics\n",
       "427                                                        AIChunks\n",
       "428                                                         Grofers\n",
       "429                                                 Utopus Insights\n",
       "430                                                   Tech Mahindra\n",
       "431                                                             IBM\n",
       "432                                                     CoreCompete\n",
       "433                                                     CoreCompete\n",
       "434                                                     CoreCompete\n",
       "435                                                         Genpact\n",
       "436                                                           Wipro\n",
       "437                                              Kevit Technologies\n",
       "438                                                          Pfizer\n",
       "439                                                      Netscribes\n",
       "440                                                       Accenture\n",
       "441                                                         Ujjivan\n",
       "442                                                 Cybage Software\n",
       "443                                               Infiniti Research\n",
       "444                                                         Me Labs\n",
       "445                                                        Mu Sigma\n",
       "446                                                           Optum\n",
       "447                                                           Gojek\n",
       "448                                                           Gojek\n",
       "449                                                           Karvy\n",
       "450                                                       etributes\n",
       "451                                                             LTI\n",
       "452                                                             LTI\n",
       "453                                                             LTI\n",
       "454                                                             LTI\n",
       "455                                                            MSCI\n",
       "456                                                        Mu Sigma\n",
       "457                                     Fintellix Solutions pvt ltd\n",
       "458                                               Apar Technologies\n",
       "459                                                             Jio\n",
       "460                                                             Jio\n",
       "461                                                             Jio\n",
       "462                                                Innova Solutions\n",
       "463                                                         Fractal\n",
       "464                                       Evolgence Telecom Systems\n",
       "465                                                           Atlan\n",
       "466                                                       GenieTalk\n",
       "467                                                      CloudCover\n",
       "468                                                      CloudCover\n",
       "469                                                      CloudCover\n",
       "470                                                      CloudCover\n",
       "471                                                  Playpower Labs\n",
       "472                                                         Fractal\n",
       "473                                                             HCL\n",
       "474                                                         Fractal\n",
       "475                                                   Iris Software\n",
       "476                                                   HSBC Holdings\n",
       "477                                                  OnlineSales.ai\n",
       "478                                                         Fractal\n",
       "479                                                       DaTrained\n",
       "480                                                        Mu Sigma\n",
       "481                                             Huawei Technologies\n",
       "482                                                         Postman\n",
       "483                                                              EY\n",
       "484                                                              EY\n",
       "485                                                              EY\n",
       "486                                                              EY\n",
       "487                                                              EY\n",
       "488                                                        Mu Sigma\n",
       "489                                              Robert Bosch India\n",
       "490                                              Exela Technologies\n",
       "491                                                         Philips\n",
       "492                                                 Maven Workforce\n",
       "493                                       Iprimed Educion Solutions\n",
       "494                                                Impact Analytics\n",
       "495                                                         Brillio\n",
       "496                                                  DXC Technology\n",
       "497                                                       Capgemini\n",
       "498                                                Rockwell Collins\n",
       "499                                                     Blackcoffer\n",
       "500                                                HCL Technologies\n",
       "501                                                (NLP)  Accenture\n",
       "502                                                         vPhrase\n",
       "503                                                Impact Analytics\n",
       "504                                                       Autoninja\n",
       "505                                                     Pegasystems\n",
       "506                                                             LTI\n",
       "507                                                              GE\n",
       "508                                             Principal   Fractal\n",
       "509                                                     Thoucentric\n",
       "510                                                        Zendrive\n",
       "511                                With ial Applicions  IIM Lucknow\n",
       "512                                                 Cognitive   IBM\n",
       "513                                   Da Product Developer  Arcadis\n",
       "514                                                            Anuj\n",
       "515                                                            ZS s\n",
       "516                                                       Accenture\n",
       "517                                                       Accenture\n",
       "518                                                      Salesforce\n",
       "519                                                              Ta\n",
       "520                                                       Accenture\n",
       "521                                                       Accenture\n",
       "522                                                Impact Analytics\n",
       "523                                                        Mu Sigma\n",
       "524                                                         HP Inc.\n",
       "525                                                        Ideas2IT\n",
       "526                                            Siemens Healthineers\n",
       "527                                                    People Group\n",
       "528                                                         Bidgely\n",
       "529                                                 Star TV Network\n",
       "530                                                   Forecubes Inc\n",
       "531                                                         Virtusa\n",
       "532                                                    AnalytixLabs\n",
       "533                                                      Innoplexus\n",
       "534                                   Direxions Marketing Solutions\n",
       "535                                                             SAP\n",
       "536                                                        Mu Sigma\n",
       "537                                                          Spring\n",
       "538                                                           Exzeo\n",
       "539                                                           Exzeo\n",
       "540                                                        Mu Sigma\n",
       "541                                                        Mu Sigma\n",
       "542                                                        Mu Sigma\n",
       "543                                                        Mu Sigma\n",
       "544                                                        Mu Sigma\n",
       "545                                                        Mu Sigma\n",
       "546                                                        Mu Sigma\n",
       "547                                                        Mu Sigma\n",
       "548                                                             Jio\n",
       "549                                                             Jio\n",
       "550                                                        Mu Sigma\n",
       "551                                                     Mrimony.com\n",
       "552                                                        Mu Sigma\n",
       "553                                                       Noodle.ai\n",
       "554                                                 Star TV Network\n",
       "555                                                 Star TV Network\n",
       "556                                                 Star TV Network\n",
       "557                                                 Star TV Network\n",
       "558                                           Molecular Connections\n",
       "559                                             Trendwise Analytics\n",
       "560                                                        Mu Sigma\n",
       "561                                                        Mu Sigma\n",
       "562                                                        Mu Sigma\n",
       "563                                                        Mu Sigma\n",
       "564                                                  Knowledge Lens\n",
       "565                                                 Innefu Labs Pvt\n",
       "566                                                Publicis Sapient\n",
       "567                                              Trail Run  Fractal\n",
       "568                                              Trail Run  Fractal\n",
       "569                                              Trail Run  Fractal\n",
       "570                                                        Tredence\n",
       "571                                                         Genpact\n",
       "572                                                        Mu Sigma\n",
       "573                                                        Mu Sigma\n",
       "574                                                        Mu Sigma\n",
       "575                                                        Mu Sigma\n",
       "576                                                       Accenture\n",
       "577                                              Gauge Da Solutions\n",
       "578                                                        Nikulsan\n",
       "579                                                        Mu Sigma\n",
       "580                                                   Aaum Research\n",
       "581                                                         HP Inc.\n",
       "582                                                          Punchh\n",
       "583                                                       Cere Labs\n",
       "584                                            PhPartner Technology\n",
       "585                                              GajShield Infotech\n",
       "586                                              GajShield Infotech\n",
       "587                                                           Voziq\n",
       "588                                           MobiCloud Infosystems\n",
       "589                             AlgoAnalytics Financial Consultancy\n",
       "590                                  Cognizant Technology Solutions\n",
       "591                                  Cognizant Technology Solutions\n",
       "592                                  Cognizant Technology Solutions\n",
       "593                                  Cognizant Technology Solutions\n",
       "594                                  Cognizant Technology Solutions\n",
       "595                                  Cognizant Technology Solutions\n",
       "596                                  Cognizant Technology Solutions\n",
       "597                                  Cognizant Technology Solutions\n",
       "598                                                 R&D   IndiaMART\n",
       "599                                                          INSOFE\n",
       "600                                                      ()  NetApp\n",
       "601                                                      Innoplexus\n",
       "602                                                         Kabbage\n",
       "603                                                         Kabbage\n",
       "604                                                  Enterprise Bot\n",
       "605                                                    Team  Myntra\n",
       "606                                              UnitedHealth Group\n",
       "607                                              UnitedHealth Group\n",
       "608                                              UnitedHealth Group\n",
       "609                                                 of     Cohesity\n",
       "610                                                           Apple\n",
       "611                                                         Walmart\n",
       "612                                                   Tech Mahindra\n",
       "613                                              Applied Da Finance\n",
       "614                                              Applied Da Finance\n",
       "615                                                            Tvic\n",
       "616                                                            Tvic\n",
       "617                                                            Tvic\n",
       "618                                                      MakeMyTrip\n",
       "619                                                      MakeMyTrip\n",
       "620                                              UnitedHealth Group\n",
       "621                                              BA Continuum India\n",
       "622                                                          Swiggy\n",
       "623                                                          Swiggy\n",
       "624                                                       Quantiphi\n",
       "625                             AlgoAnalytics Financial Consultancy\n",
       "626                                                     Techgig.com\n",
       "627                                                           Karvy\n",
       "628                                                           Karvy\n",
       "629                                                           Karvy\n",
       "630                                                           Karvy\n",
       "631                                                        Mu Sigma\n",
       "632                                             Assistant   Nielsen\n",
       "633                                                        AgroStar\n",
       "634                                                        AgroStar\n",
       "635                                         Simple & Real Analytics\n",
       "636                                         Simple & Real Analytics\n",
       "637                                                Impact Analytics\n",
       "638                                                Impact Analytics\n",
       "639                                                Impact Analytics\n",
       "640                                                Impact Analytics\n",
       "641                                                   Human Network\n",
       "642                                                          Clustr\n",
       "643                                                        Neudesic\n",
       "644                                                       Delhivery\n",
       "645                                                             MiQ\n",
       "646                                                          Antuit\n",
       "647                                                            ZS s\n",
       "648                                          BlazeClan Technologies\n",
       "649                                               EricssonWorldwide\n",
       "650                                                         Rakuten\n",
       "651                                                            KPMG\n",
       "652                                                            KPMG\n",
       "653                                                            KPMG\n",
       "654                                                            Sixt\n",
       "655                                                      Vitubo CMS\n",
       "656                                                Software  Ma Foi\n",
       "657                                                             LTI\n",
       "658                                                        Mu Sigma\n",
       "659                                                      Vitubo CMS\n",
       "660                                           Nanobi Da & Analytics\n",
       "661                                                    CreditMantri\n",
       "662                                                        Mu Sigma\n",
       "663                                                          Yodlee\n",
       "664                                                        Mu Sigma\n",
       "665                                             Government of India\n",
       "666                                                             MiQ\n",
       "667                                                         Fractal\n",
       "668                                                        Flipkart\n",
       "669                                                           Atlan\n",
       "670                                                           Atlan\n",
       "671                                                           Atlan\n",
       "672                                        Software  Medgenome Labs\n",
       "673                                                     ,   Nielsen\n",
       "674                                                 Cognitive   IBM\n",
       "675                                                 Cognitive   IBM\n",
       "676                                                     J.P. Morgan\n",
       "677                                                       Toppr.com\n",
       "678                                                Impact Analytics\n",
       "679                                         Ramyam Intelligence Lab\n",
       "680                                               Softweb Solutions\n",
       "681                                                        Simility\n",
       "682                                                        Simility\n",
       "683                                                        Simility\n",
       "684                                                        Simility\n",
       "685                                       SmartConnect Technologies\n",
       "686                                                        Ta Elxsi\n",
       "687                                                          Tavant\n",
       "688                                                Impact Analytics\n",
       "689                                                       Capgemini\n",
       "690                                                        LinkedIn\n",
       "691                                                Insigno Quipment\n",
       "692                                                      ServiceNow\n",
       "693                                                      Innovaccer\n",
       "694                                                         Webhelp\n",
       "695                                                       Accenture\n",
       "696                                                       Info Edge\n",
       "697                                  Cognizant Technology Solutions\n",
       "698                                                          Boeing\n",
       "699                                             Product   Mimeo.com\n",
       "700                                             FuGenX Technologies\n",
       "701                                             FuGenX Technologies\n",
       "702                                                         Bidgely\n",
       "703                                                            Hike\n",
       "704                                                             IBM\n",
       "705                                            Fidelity Investments\n",
       "706                                                   Aaum Research\n",
       "707                                                        Mu Sigma\n",
       "708                                                       Accenture\n",
       "709                                                Société Générale\n",
       "710                                                             IBM\n",
       "711                                                     HealthifyMe\n",
       "712                                                         Fractal\n",
       "713                                                       Envestnet\n",
       "714                                                      Innovaccer\n",
       "715                                                       Delhivery\n",
       "716                                                          KyePot\n",
       "717                                                          KyePot\n",
       "718                                                          KyePot\n",
       "719                                           Digital Impact Square\n",
       "720                                                             OYO\n",
       "721                                                       Quantiphi\n",
       "722                                             AnheuserBusch InBev\n",
       "723                                                        Deloitte\n",
       "724                                                       Tookitaki\n",
       "725                                                Impact Analytics\n",
       "726                                                          Amazon\n",
       "727                                             AnheuserBusch InBev\n",
       "728                             AlgoAnalytics Financial Consultancy\n",
       "729                                                             IBM\n",
       "730                                                         Flutura\n",
       "731                                                      Salesforce\n",
       "732                                            Fidelity Investments\n",
       "733                                                        Mu Sigma\n",
       "734                                                             ABC\n",
       "735                                                         Walmart\n",
       "736                                                          Myntra\n",
       "737                                                        Mu Sigma\n",
       "738                                                        SigTuple\n",
       "739                                                       Algoscale\n",
       "740                                                 ZAPR Media Labs\n",
       "741                                             AnheuserBusch InBev\n",
       "742                                                         Rubique\n",
       "743                                                Impact Analytics\n",
       "744                                                       Tookitaki\n",
       "745                                                        Zendrive\n",
       "746                                                        Zendrive\n",
       "747                                                        Zendrive\n",
       "748                                                          Airbnb\n",
       "749                                                      CommerceIQ\n",
       "750                                             Xcode Life Sciences\n",
       "751                                                Impact Analytics\n",
       "752                                                             OYO\n",
       "753                                                        Mu Sigma\n",
       "754                                                            ICLP\n",
       "755                                    HDFC Standard Life Insurance\n",
       "756                                                       Cerpillar\n",
       "757                                                     Fuzzy Logix\n",
       "758                                                        Ideas2IT\n",
       "759                                                     J.P. Morgan\n",
       "760                                                         Xangars\n",
       "761                                                   Aaum Research\n",
       "762                                                        DBS Bank\n",
       "763                                                        Mu Sigma\n",
       "764                                                        Mu Sigma\n",
       "765                                                        Mu Sigma\n",
       "766                                                         Fractal\n",
       "767                                                Affine Analytics\n",
       "768                                                         DaWeave\n",
       "769                                                           Exzeo\n",
       "770                                                           Exzeo\n",
       "771                                              Robert Bosch India\n",
       "772                                                     Fuzzy Logix\n",
       "773                                                        Mu Sigma\n",
       "774                                                        Mu Sigma\n",
       "775                                                        Mu Sigma\n",
       "776                                                        Mu Sigma\n",
       "777                                                        Mu Sigma\n",
       "778                                              LentView Analytics\n",
       "779                                                             ADP\n",
       "780                                             Educional Initiives\n",
       "781                                                         Fractal\n",
       "782                                                        Mu Sigma\n",
       "783                                                  DXC Technology\n",
       "784                                              LentView Analytics\n",
       "785                                                    PC Solutions\n",
       "786                                                 Maveric Systems\n",
       "787                                                         Aurigin\n",
       "788                                Computer Age Management Services\n",
       "789                                                Taction Software\n",
       "790                                                Taction Software\n",
       "791                                                Taction Software\n",
       "792                                                Taction Software\n",
       "793                                                Taction Software\n",
       "794                                                Taction Software\n",
       "795                                                             OYO\n",
       "796                                                         Fractal\n",
       "797                                                         Fractal\n",
       "798                                                          PayPal\n",
       "799                                                        Sagacito\n",
       "800                                                        Mu Sigma\n",
       "801                                                        Mu Sigma\n",
       "802                                                           Red H\n",
       "803                                      Algebra Software Analytics\n",
       "804                                             AnheuserBusch InBev\n",
       "805                                                      GreedyGame\n",
       "806                                                 ,   Stack Route\n",
       "807                            Sears IT & Management Services India\n",
       "808                                                            KPMG\n",
       "809                                                      Click Labs\n",
       "810                                                        Indus OS\n",
       "811                             AlgoAnalytics Financial Consultancy\n",
       "812                                                            ZS s\n",
       "813                                                            ZS s\n",
       "814                                                            ZS s\n",
       "815                                                            ZS s\n",
       "816                         GAIN Credit (formerly Global Analytics)\n",
       "817                                                 Electronic Arts\n",
       "818                                                 Tiger Analytics\n",
       "819                                                       Capgemini\n",
       "820                                         Ramyam Intelligence Lab\n",
       "821                                                           Karvy\n",
       "822                                                       OLX Group\n",
       "823                                                       OLX Group\n",
       "824                                                       OLX Group\n",
       "825                                                       OLX Group\n",
       "826                                                      Sutherland\n",
       "827                                                        Sagacito\n",
       "828                                                       InfoFaces\n",
       "829                                                     Essar Steel\n",
       "830                                               Anonymous Content\n",
       "831                                                       Microsoft\n",
       "832                                           Assistant   Visual IQ\n",
       "833                                              Valiance Solutions\n",
       "834                                                             OYO\n",
       "835                                                       Honeywell\n",
       "836                                       Assistant     CreditVidya\n",
       "837                            II  Hewlett Packard Enterprise | HPE\n",
       "838                                Researcher  Edvancer Eduventures\n",
       "839                                                Quadric Insights\n",
       "840                                              TinyOwl Technology\n",
       "841                                                        Mu Sigma\n",
       "842                                              Valiance Solutions\n",
       "843                          Samsung R&D Institute India  Bangalore\n",
       "844                                                       Quantiphi\n",
       "845                                                       Quantiphi\n",
       "846                                              Myraa Technologies\n",
       "847                         GAIN Credit (formerly Global Analytics)\n",
       "848                                                  Knowledge Lens\n",
       "849                                                        Zendrive\n",
       "850                                       Annik Technology Services\n",
       "851                                  Cognizant Technology Solutions\n",
       "852                                                         Manthan\n",
       "853                            Sears IT & Management Services India\n",
       "854                                                        Mu Sigma\n",
       "855                                                          Amazon\n",
       "856                  R&D s & Advanced Analytics Algorithms”  Flytxt\n",
       "857                                              Myraa Technologies\n",
       "858                                                         Nielsen\n",
       "859                                       Annik Technology Services\n",
       "860                                              Scienaptic Systems\n",
       "861                                                             1mg\n",
       "862                                             AnheuserBusch InBev\n",
       "863                                                          Antuit\n",
       "864                                  Cognizant Technology Solutions\n",
       "865                                                      BankBazaar\n",
       "866                                              Applied Da Finance\n",
       "867                                                        DSM Soft\n",
       "868                                                        Tredence\n",
       "869                                                   Aaum Research\n",
       "870                                                        Mahindra\n",
       "871                                                        Mu Sigma\n",
       "872                                                        Mu Sigma\n",
       "873                                                Analyttica Dalab\n",
       "874                                                          HARMAN\n",
       "875                                                  Landmark Group\n",
       "876                                                   Tech Mahindra\n",
       "877                                                        Mu Sigma\n",
       "878                                                     InfoObjects\n",
       "879                                                       Delhivery\n",
       "880                                             Trendwise Analytics\n",
       "881                                                        Mu Sigma\n",
       "882                                                          Cyient\n",
       "883                                                  Morgan Stanley\n",
       "884                                                  Morgan Stanley\n",
       "885                                                  Morgan Stanley\n",
       "886                                                  Morgan Stanley\n",
       "887                                                  Morgan Stanley\n",
       "888                                                  Morgan Stanley\n",
       "889                                                  Morgan Stanley\n",
       "890                                               Surukam Analytics\n",
       "891                                                      MakeMyTrip\n",
       "892                                                        Infocusp\n",
       "893                                                          Yodlee\n",
       "894                                                      Innovaccer\n",
       "895                                                    QuEST Global\n",
       "896       Either User Experience Developer, Programmer, QA,   Evive\n",
       "897       Either User Experience Developer, Programmer, QA,   Evive\n",
       "898                                                        Mu Sigma\n",
       "899                                  Cognizant Technology Solutions\n",
       "900                                                         Bidgely\n",
       "901                                            Cognitive   Swiss Re\n",
       "902                                                           Atlan\n",
       "903                                                       Graphnile\n",
       "904                                              UnitedHealth Group\n",
       "905                                                       Crayon Da\n",
       "906                                                        Mu Sigma\n",
       "907                                                          HARMAN\n",
       "908                                                  Aruba Networks\n",
       "909                                                     Booking.com\n",
       "910                                                         BancTec\n",
       "911                                                 Symphony Teleca\n",
       "912    Part Time Big Da Faculty  Novel Research & Development India\n",
       "913                                          Capillary Technologies\n",
       "914                                                        Mu Sigma\n",
       "915                                                        Finomena\n",
       "916                                     Happiest Minds Technologies\n",
       "917                                                           Subex\n",
       "918                                             Training   Mu Sigma\n",
       "919                                 Software Engineer()  Innoplexus\n",
       "920                                                        Mu Sigma\n",
       "921                                               Bhilwara Infotech\n",
       "922                                               Bhilwara Infotech\n",
       "923                                                        Mu Sigma\n",
       "924                                                 Symphony Teleca\n",
       "925                                                          Cyient\n",
       "926                                       Analytics    JetSynthesys\n",
       "927                                                        Mu Sigma\n",
       "928                                                      Innoplexus\n",
       "929                                                        Mu Sigma\n",
       "930                                                        Mu Sigma\n",
       "931                                              Big Das  Capgemini\n",
       "932                                                   Pyro Networks\n",
       "933                                              Saama Technologies\n",
       "934                                              McKinsey & Company\n",
       "935                                              McKinsey & Company\n",
       "936                                                        Vodafone\n",
       "937                                                         Flutura\n",
       "938                                                        Vodafone\n",
       "939                                                        Vodafone\n",
       "940                                                        Vodafone\n",
       "941                                                        Vodafone\n",
       "942                                                        Vodafone\n",
       "943                                                        Vodafone\n",
       "944                                              Saama Technologies\n",
       "945                                                    MachinePulse\n",
       "946                                                          Cyient\n",
       "947                                              Robert Bosch India\n",
       "948                                                             WNS\n",
       "949                                                          Kayako\n",
       "950                                                        Mu Sigma\n",
       "951                                              LentView Analytics\n",
       "952                                                      Innovaccer\n",
       "953                                                        WyzMindz\n",
       "954                                                        Mu Sigma\n",
       "955                                                 Symphony Teleca\n",
       "956                                                        Mu Sigma\n",
       "957                                                        Mu Sigma\n",
       "958                                                        Mu Sigma\n",
       "959                                                        Mu Sigma\n",
       "960                                                     MarketShare\n",
       "Name: Company, dtype: object"
      ]
     },
     "execution_count": 125,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "data['Company']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 126,
   "metadata": {},
   "outputs": [],
   "source": [
    "data.to_excel(\"glassdoor_DS_Interview.xlsx\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 127,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Company</th>\n",
       "      <th>Question</th>\n",
       "      <th>Date</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Data Analyst at Acuverco Pharmaceuticals was asked...</td>\n",
       "      <td>Describe yourself</td>\n",
       "      <td>9-Jan-20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Data Analyst at Zoho was asked...</td>\n",
       "      <td>100 even number in ascending order first 50 number average is N then all the number average is a N+49 B N+50 C N+55</td>\n",
       "      <td>2-Dec-17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Data Analyst at Arzenovo Pharmaceutical was asked...</td>\n",
       "      <td>Linear regression</td>\n",
       "      <td>24-Sep-19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Data Analyst at Modak was asked...</td>\n",
       "      <td>almost evrything on java ,DBMS.</td>\n",
       "      <td>18-Aug-18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Data Analyst at GlobalLogic was asked...</td>\n",
       "      <td>Brush up your reasoning skills Blood relations , Direction Sense.</td>\n",
       "      <td>14-Jan-14</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                 Company  \\\n",
       "0  Data Analyst at Acuverco Pharmaceuticals was asked...   \n",
       "1                      Data Analyst at Zoho was asked...   \n",
       "2   Data Analyst at Arzenovo Pharmaceutical was asked...   \n",
       "3                     Data Analyst at Modak was asked...   \n",
       "4               Data Analyst at GlobalLogic was asked...   \n",
       "\n",
       "                                                                                                              Question  \\\n",
       "0                                                                                                    Describe yourself   \n",
       "1  100 even number in ascending order first 50 number average is N then all the number average is a N+49 B N+50 C N+55   \n",
       "2                                                                                                    Linear regression   \n",
       "3                                                                                      almost evrything on java ,DBMS.   \n",
       "4                                                    Brush up your reasoning skills Blood relations , Direction Sense.   \n",
       "\n",
       "        Date  \n",
       "0   9-Jan-20  \n",
       "1   2-Dec-17  \n",
       "2  24-Sep-19  \n",
       "3  18-Aug-18  \n",
       "4  14-Jan-14  "
      ]
     },
     "execution_count": 127,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.read_csv(\"Data Analyst Interview Questions.csv\")\n",
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 128,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0                                                   Data Analyst at Acuverco Pharmaceuticals was asked...\n",
       "1                                                                       Data Analyst at Zoho was asked...\n",
       "2                                                    Data Analyst at Arzenovo Pharmaceutical was asked...\n",
       "3                                                                      Data Analyst at Modak was asked...\n",
       "4                                                                Data Analyst at GlobalLogic was asked...\n",
       "5                                               Research and Data Analyst at Opera Solutions was asked...\n",
       "6                                                                  Data Analyst at BRIDGEi2i was asked...\n",
       "7                                                                  Data Analyst at BRIDGEi2i was asked...\n",
       "8                                                                       Data Analyst at Zoho was asked...\n",
       "9                                           Data Analyst - Freshers at Nash Ventures (India) was asked...\n",
       "10                                                                  Data Analyst at Tredence was asked...\n",
       "11                                                                     Data Analyst at Zycus was asked...\n",
       "12                                                                  Data Analyst at Alphonso was asked...\n",
       "13                                             Data Analyst at Cogencis Information Services was asked...\n",
       "14                                                      Data Analyst at Course5 Intelligence was asked...\n",
       "15                                                                      Data Analyst at Zoho was asked...\n",
       "16                                                                      Data Analyst at Zoho was asked...\n",
       "17                                                   Data Analyst at Arzenovo Pharmaceutical was asked...\n",
       "18                                                               Data Analyst at FE fundinfo was asked...\n",
       "19                                                      Data Analyst at Pena4 Tech Solutions was asked...\n",
       "20                                                                       Data Analyst at OYO was asked...\n",
       "21                                                                  Data Analyst at Deloitte was asked...\n",
       "22                                                               Data Analyst at GlobalLogic was asked...\n",
       "23                                                      Data Analyst at Aptroid Technologies was asked...\n",
       "24                                                      Data Analyst at Gauge Data Solutions was asked...\n",
       "25                                                                   Data Analyst at Groupon was asked...\n",
       "26                                                                    Data Analyst at Google was asked...\n",
       "27                                        Clinical Data Analyst at Theorem Clinical Research was asked...\n",
       "28                                                            Data Analyst at The Smart Cube was asked...\n",
       "29                                          Senior Data Analyst at Annik Technology Services was asked...\n",
       "30                                                        Data Analyst at McKinsey & Company was asked...\n",
       "31                                                                  Data Analyst at A3logics was asked...\n",
       "32                                                 Data Analyst at Annik Technology Services was asked...\n",
       "33                                          Senior Data Analyst at Annik Technology Services was asked...\n",
       "34                                                            Data Analyst at The Smart Cube was asked...\n",
       "35                                                      Business Data Analyst at Certination was asked...\n",
       "36                                                          Data Analyst at Rudder Analytics was asked...\n",
       "37                                                           Data Analyst at Rocket Kommerce was asked...\n",
       "38                                                         Trainee Data Analyst at Obsessory was asked...\n",
       "39                                                            Financial Data Analyst at ZenQ was asked...\n",
       "40                                                              Data Analyst at Bytech India was asked...\n",
       "41                                                  Data Analyst at The Morning Star Company was asked...\n",
       "42                                           Data Analyst at ReWise Analytics & Technologies was asked...\n",
       "43                                                               Data Analyst at Spice Money was asked...\n",
       "44                                                                  Data Analyst at Indegene was asked...\n",
       "45                                                            Financial Data Analyst at ZenQ was asked...\n",
       "46                                                        Senior Data Analyst at eattributes was asked...\n",
       "47                                          Data Analyst at MedLife Pharmacy and Compounding was asked...\n",
       "48                                                           Data Analyst at Paisabazaar.com was asked...\n",
       "49                                                                  Data Analyst at Mindtree was asked...\n",
       "50                                                      Data Analyst at Deluxe Entertainment was asked...\n",
       "51                                          Scientific Data Analyst at Molecular Connections was asked...\n",
       "52                                                                       Data Analyst at TCS was asked...\n",
       "53                                                    Data Analyst at Lentenics Technologies was asked...\n",
       "54                                    Data Analyst at Centre for Digital Financial Inclusion was asked...\n",
       "55                                          Junior Data Analyst at Mckinsey Knowledge Center was asked...\n",
       "56                                                            Data Analyst at Panacea Biotec was asked...\n",
       "57                                                                   Data Analyst at Arcadix was asked...\n",
       "58                                                             Data Analyst at Tech Mahindra was asked...\n",
       "59                                                                 Data Analyst at Unifytech was asked...\n",
       "60                                                             Data Analyst at Tech Mahindra was asked...\n",
       "61                                                             Data Analyst at Tech Mahindra was asked...\n",
       "62                                                          Data Analyst at Vaibhav Software was asked...\n",
       "63                                                         Cloud Data Analyst at CipherCloud was asked...\n",
       "64                                                               Data Analyst at EXL Service was asked...\n",
       "65                                                               Data Analyst at EXL Service was asked...\n",
       "66                                                               Data Analyst at EXL Service was asked...\n",
       "67                                                  Data Analyst at Unilog Content Solutions was asked...\n",
       "68                                                      Data Analyst at Multiplier Solutions was asked...\n",
       "69                                                    Data Analyst at Sovereign Health Group was asked...\n",
       "70                                                  Data Analyst at Unilog Content Solutions was asked...\n",
       "71                                                                 Data Analyst at BRIDGEi2i was asked...\n",
       "72                                             Data Analyst at Cogencis Information Services was asked...\n",
       "73                                                        Data Analyst at Schneider Electric was asked...\n",
       "74                                                                 Data Analyst at BRIDGEi2i was asked...\n",
       "75                                                      Data Analyst at LatentView Analytics was asked...\n",
       "76                                                                 Data Analyst at Securonix was asked...\n",
       "77                                                       Research Data Analyst at S&P Global was asked...\n",
       "78                                                      Research Data Analyst at FullContact was asked...\n",
       "79                                                                   Data Analyst at Genpact was asked...\n",
       "80                                                 Data Analyst at Tata Consultancy Services was asked...\n",
       "81                                                   Data Analyst at Newpark Drilling Fluids was asked...\n",
       "82                                                          Senior Data Analyst at Info Edge was asked...\n",
       "83                                       Manager Data Analyst at Aakash Educational Services was asked...\n",
       "84                                     Senior Data Analyst at Cognizant Technology Solutions was asked...\n",
       "85                                                                   Data Analyst at Hotstar was asked...\n",
       "86                                                                      Data Analyst at KPMG was asked...\n",
       "87                                                     Research Data Analyst at Collegedunia was asked...\n",
       "88                                                                 Data Analyst at T-Systems was asked...\n",
       "89                                                                       Data Analyst at IBM was asked...\n",
       "90                                                     Research Data Analyst at Collegedunia was asked...\n",
       "91                                                                    Data Analyst at BYJU'S was asked...\n",
       "92                                                            Senior Data Analyst at Infosys was asked...\n",
       "93                                                          Data Analyst at HCL Technologies was asked...\n",
       "94                                                                   Data Analyst at Infosys was asked...\n",
       "95                                                                 Data Analyst at T-Systems was asked...\n",
       "96                                                                       Data Analyst at IBM was asked...\n",
       "97                                                                  Data Analyst at Deloitte was asked...\n",
       "98                                                                Data Analyst at Concentrix was asked...\n",
       "99                                                               Data Analyst at GlobalLogic was asked...\n",
       "100                                                              Data Analyst at GlobalLogic was asked...\n",
       "101                                                              Data Analyst at GlobalLogic was asked...\n",
       "102                                                                Data Analyst at Capgemini was asked...\n",
       "103                                                                Data Analyst at Capgemini was asked...\n",
       "104                                                              Data Analyst at CenturyLink was asked...\n",
       "105                                                                  Data Analyst at Nielsen was asked...\n",
       "106                                                             GIS Data Analyst at Facebook was asked...\n",
       "107                                                                  Data Analyst at Fractal was asked...\n",
       "108                                                      Clinical Data Analyst at IKS Health was asked...\n",
       "109                                                                   Data Analyst at Mapbox was asked...\n",
       "110                                                                 Data Analyst at Flipkart was asked...\n",
       "111                                                    Senior Data Analyst at Neal Analytics was asked...\n",
       "112                                         Data Analyst - Freshers at Nash Ventures (India) was asked...\n",
       "113                                                        Data Analyst at Paradigm Infotech was asked...\n",
       "114                                                              Data Analyst at J.P. Morgan was asked...\n",
       "115                                                                   Data Analyst at Mapbox was asked...\n",
       "116                                           Data Analyst at Sankhyana Consultancy Services was asked...\n",
       "117                                                        Data Analyst at GreenPoint Global was asked...\n",
       "118                                             Associate Data Analyst at Selling Simplified was asked...\n",
       "119                                     Senior Executive Product - Data Analyst at Vivo (CA) was asked...\n",
       "120                                                      Data Analyst at Pentation Analytics was asked...\n",
       "121                                                   Data Analyst at Public Affairs Council was asked...\n",
       "122                                                                   Data Analyst at Rupeek was asked...\n",
       "123                                                     Data Analyst at Morepen Laboratories was asked...\n",
       "124                                                       Data Analyst at Raghav Enterprises was asked...\n",
       "125                                                     Data Analyst at TBM Technologies Pvt was asked...\n",
       "126                                                                   Data Analyst at Myntra was asked...\n",
       "127                                                      Data Analyst at Apollo Laboratories was asked...\n",
       "128                             Data Analyst at Mercedes-Benz Research and Development India was asked...\n",
       "129                                          Data Analyst at ReWise Analytics & Technologies was asked...\n",
       "130                                                          Data Analyst at Spiro Solutions was asked...\n",
       "131                                             Data Entry Operator & Data Analyst at IndeBo was asked...\n",
       "132                                                      Data Analyst at Pentation Analytics was asked...\n",
       "133                                                   Data Analyst at Public Affairs Council was asked...\n",
       "134                                                                   Data Analyst at Rupeek was asked...\n",
       "135                                                      Data Analyst at Apollo Laboratories was asked...\n",
       "136                                                     Data Analyst at Morepen Laboratories was asked...\n",
       "137                             Data Analyst at Mercedes-Benz Research and Development India was asked...\n",
       "138                                                       Data Analyst at Raghav Enterprises was asked...\n",
       "139                                                     Data Analyst at TBM Technologies Pvt was asked...\n",
       "140                                                      Data Analyst at Zen3 Info Solutions was asked...\n",
       "141                                                       Data Analyst at Competent Software was asked...\n",
       "142                                                                Data Analyst at Unifytech was asked...\n",
       "143                                                            Data Analyst at Goldman Sachs was asked...\n",
       "144                                          Data Analyst at QS Quacquarelli Symonds Limited was asked...\n",
       "145                                  Junior Healthcare Data Analyst at SCIO Health Analytics was asked...\n",
       "146                                  Junior Healthcare Data Analyst at SCIO Health Analytics was asked...\n",
       "147                                  Junior Healthcare Data Analyst at SCIO Health Analytics was asked...\n",
       "148                                                            Data Analyst at Urban Company was asked...\n",
       "149                                                                Data Analyst at HitWicket was asked...\n",
       "150                                                       Consultant- Data Analyst at Akamai was asked...\n",
       "151                                                 Data Analyst at Decision Resources Group was asked...\n",
       "152                                        Research Data Analyst at PRS Legislative Research was asked...\n",
       "153                                                                 Data Analyst at Mu Sigma was asked...\n",
       "154                                                Data Analyst at Tata Consultancy Services was asked...\n",
       "155                                                     Data Analyst at LatentView Analytics was asked...\n",
       "156                                                                 Data Analyst at Actiknow was asked...\n",
       "157                                                     Data Analyst at LatentView Analytics was asked...\n",
       "158                                                     Data Analyst at LatentView Analytics was asked...\n",
       "159                                                               Data Analyst at Ergode Inc was asked...\n",
       "160                                                Data Analyst at Tata Consultancy Services was asked...\n",
       "161                                                              Data Analyst at FE fundinfo was asked...\n",
       "162                                                     Data Analyst at LatentView Analytics was asked...\n",
       "163                                             Associate Data Analyst at Vidooly Media Tech was asked...\n",
       "164                                                                 Data Analyst at Snapdeal was asked...\n",
       "165                                           Data Analyst at Cognizant Technology Solutions was asked...\n",
       "166                                                      Programmer Data Analyst at Snapdeal was asked...\n",
       "167                                                                 Data Analyst at Snapdeal was asked...\n",
       "168                                                                    Data Analyst at Wipro was asked...\n",
       "169                                                                      Data Analyst at Aon was asked...\n",
       "170                                                              Data Analyst at Morningstar was asked...\n",
       "171                                                            Data Analyst at ZS Associates was asked...\n",
       "172                                                               Data Analyst at OceanFrogs was asked...\n",
       "173                                                                  Data Analyst at Philips was asked...\n",
       "174                                                                 Data Analyst at Deloitte was asked...\n",
       "175                                                            Data Analyst at Stanza Living was asked...\n",
       "176                                                                Data Analyst at ValueLabs was asked...\n",
       "177                                                       Digital Data Analyst at TO THE NEW was asked...\n",
       "178                                                    Research Data Analyst at Collegedunia was asked...\n",
       "179                                                            Senior Data Analyst at Incedo was asked...\n",
       "180                                                                Data Analyst at dunnhumby was asked...\n",
       "181                                                                  Data Analyst at Infosys was asked...\n",
       "182                                                           Data Analyst at Team Computers was asked...\n",
       "183                                                           Data Analyst at TheMathCompany was asked...\n",
       "184                                                 Data Analyst at Hinduja Global Solutions was asked...\n",
       "185                                                      Clinical Data Analyst II at Parexel was asked...\n",
       "186                                                                Data Analyst at Collabera was asked...\n",
       "187                                                                   Data Analyst at Yodlee was asked...\n",
       "188                                                                      Data Analyst at AIG was asked...\n",
       "189                                                       Senior Data Analyst at CenturyLink was asked...\n",
       "190                                                                      Data Analyst at AIG was asked...\n",
       "191                                                       Senior Data Analyst at CenturyLink was asked...\n",
       "192                                                                   Data Analyst at Yodlee was asked...\n",
       "193                                                                Data Analyst at Capgemini was asked...\n",
       "194                                                                Data Analyst at Capgemini was asked...\n",
       "195                                                                Data Analyst at Capgemini was asked...\n",
       "196                                                                Data Analyst at Capgemini was asked...\n",
       "197                                                                Data Analyst at Accenture was asked...\n",
       "198                                                        Junior Data Analyst at IKS Health was asked...\n",
       "199                                                                   Data Analyst at AXA XL was asked...\n",
       "200                                     Senior Executive Product - Data Analyst at Vivo (CA) was asked...\n",
       "201                                                      Data Analyst at Stratagems Services was asked...\n",
       "202                                         Junior Data Analyst at Annik Technology Services was asked...\n",
       "203                                                                  Data Analyst at Virtusa was asked...\n",
       "204                                                                Data Analyst at Whirldata was asked...\n",
       "205                                                      Data Analyst at Vigneshwara Exports was asked...\n",
       "206                                  Research Data Analyst at S&P Global Market Intelligence was asked...\n",
       "207                                                              Data Analyst at MagicBricks was asked...\n",
       "208                                                   Data Analyst at Lentenics Technologies was asked...\n",
       "209                                             Research and Data Analyst at Opera Solutions was asked...\n",
       "210                                                      Data Analyst at Stratagems Services was asked...\n",
       "211                                                                 Data Analyst at TurtlEye was asked...\n",
       "212                                                Data Analyst at Knowlarity Communications was asked...\n",
       "213                                                         Data Analyst at Rudder Analytics was asked...\n",
       "214                                                                  Data Analyst at Ujjivan was asked...\n",
       "215                                                     Data Analyst at IDS Infotech Limited was asked...\n",
       "216                                                      Data Analyst at Zen3 Info Solutions was asked...\n",
       "217                                                                Data Analyst at Whirldata was asked...\n",
       "218                                                     Data Analyst at Aptroid Technologies was asked...\n",
       "219                                                              Data Analyst at MagicBricks was asked...\n",
       "220                                                         Data Analyst at Cogency Software was asked...\n",
       "221                                                                   Data Analyst at Myntra was asked...\n",
       "222                                                                 Data Analyst at Mindtree was asked...\n",
       "223                                                     Data Analyst at Aptroid Technologies was asked...\n",
       "224                                              Data Analyst at Ayushveda Informatics India was asked...\n",
       "225                                                                  Data Analyst at Virtusa was asked...\n",
       "226                                                                 Data Analyst at Indegene was asked...\n",
       "227                                                     Data Analyst at IDS Infotech Limited was asked...\n",
       "228                                                         Data Analyst at Rudder Analytics was asked...\n",
       "229                                                      Data Analyst at Zen3 Info Solutions was asked...\n",
       "230                                                     Data Analyst at Applied Data Finance was asked...\n",
       "231                                                                     Data Analyst at TIAA was asked...\n",
       "232                                                                      Data Analyst at WSP was asked...\n",
       "233                                               Data Analyst at Universal Electronics (CA) was asked...\n",
       "234                                                                  Data Analyst at vPhrase was asked...\n",
       "235                                                                  Data Analyst at vPhrase was asked...\n",
       "236                                                 Data Analyst at Unilog Content Solutions was asked...\n",
       "237                                                Business Data Analyst at Artoon Solutions was asked...\n",
       "238                                            Data Analyst at Cogencis Information Services was asked...\n",
       "239                                                                Data Analyst at BRIDGEi2i was asked...\n",
       "240                                                              Data Analyst at FE fundinfo was asked...\n",
       "241                                                     Data Analyst at LatentView Analytics was asked...\n",
       "242                                                                    Data Analyst at Wipro was asked...\n",
       "243                                                                      Data Analyst at Aon was asked...\n",
       "244                                                         Data Analyst at American Express was asked...\n",
       "245                                               Data Analyst at Customer Analytics (India) was asked...\n",
       "246                                                                 Data Analyst at Tredence was asked...\n",
       "247                                          Big Data Analyst at Happiest Minds Technologies was asked...\n",
       "248                                              Data Analyst at Happiest Minds Technologies was asked...\n",
       "249                                             Business Analyst/Data Analyst at Absolutdata was asked...\n",
       "250                                                       Financial Data Analyst at Cotiviti was asked...\n",
       "251                                                    Clinical Data Analyst at Novo Nordisk was asked...\n",
       "252                                                                 Data Analyst at Deloitte was asked...\n",
       "253                                                                  Data Analyst at Infosys was asked...\n",
       "254                                                                  Data Analyst at Infosys was asked...\n",
       "255                                                                 Data Analyst at Deloitte was asked...\n",
       "256                                                             Data Analyst at Hero FinCorp was asked...\n",
       "257                                               Data Analyst at Legato Health Technologies was asked...\n",
       "258                                                                Data Analyst at T-Systems was asked...\n",
       "259                                                                     Data Analyst at Zoho was asked...\n",
       "260                                                               Data Analyst at Concentrix was asked...\n",
       "261                                                                       Data Analyst at EY was asked...\n",
       "262                                                           Business Data Analyst at IQVIA was asked...\n",
       "263                                                              Data Analyst at GlobalLogic was asked...\n",
       "264                                                              Data Analyst at GlobalLogic was asked...\n",
       "265                                                                       Data Analyst at EY was asked...\n",
       "266                                                                Cs Data Analyst at Amazon was asked...\n",
       "267                                                                 Data Analyst at Facebook was asked...\n",
       "268                                                                Data Analyst at Capgemini was asked...\n",
       "269                                                                  Data Analyst at Fractal was asked...\n",
       "270                                                                   Data Analyst at AXA XL was asked...\n",
       "271                                                                Data Analyst at Accenture was asked...\n",
       "272                                                                Data Analyst at Capgemini was asked...\n",
       "273                                                      Financial Data Analyst at Capgemini was asked...\n",
       "274                                                                Data Analyst at Accenture was asked...\n",
       "275                                                        Data Analyst at Paradigm Infotech was asked...\n",
       "276                                                       Data Analyst at Rainman Consulting was asked...\n",
       "277                                                                  Data Analyst at 99Games was asked...\n",
       "278                                                      Data Analyst at Visual BI Solutions was asked...\n",
       "279                                       Clinical Data Analyst at Theorem Clinical Research was asked...\n",
       "280                                                         Senior Data Analyst at Wunderman was asked...\n",
       "281                                                                 Data Analyst at A3logics was asked...\n",
       "282                                                               Data Analyst at HMS Global was asked...\n",
       "283                                           Data Analyst (Using R) at Perceptive Analytics was asked...\n",
       "284                                                     Data Analyst at FlyNava Technologies was asked...\n",
       "285                                                   Junior Data Analyst at Sutra Analytics was asked...\n",
       "286                                                   Data Analyst at Ravinia Music Festival was asked...\n",
       "287                                                                 Data Analyst at Marketly was asked...\n",
       "288                                                             Data Analyst at LogisticsNow was asked...\n",
       "289                                                                 Data Analyst at ECS (NJ) was asked...\n",
       "290                                                  Data Analyst at Amplus Energy Solutions was asked...\n",
       "291                                                                  Data Analyst at Virtusa was asked...\n",
       "292                                                                   Data Analyst at Mapbox was asked...\n",
       "293                                                  Data Analyst at Salve Software Services was asked...\n",
       "294                                                              Data Analyst at Simplify360 was asked...\n",
       "295                                                             Data Analyst at LogisticsNow was asked...\n",
       "296                                                                 Data Analyst at ECS (NJ) was asked...\n",
       "297                                                             Data Analyst at Increasingly was asked...\n",
       "298                                                                  Data Analyst at Virtusa was asked...\n",
       "299                                                                 Data Analyst at Indegene was asked...\n",
       "300                                                              Data Analyst at Simplify360 was asked...\n",
       "301                                                             Data Analyst at Increasingly was asked...\n",
       "302                                                   Senior Data Analyst at Net Carrots Com was asked...\n",
       "303                                                                  Data Analyst at Virtusa was asked...\n",
       "304                                                                 Data Analyst at Indegene was asked...\n",
       "305                                                           Senior Data Analyst at Nuevora was asked...\n",
       "306                                                           Senior Data Analyst at Nuevora was asked...\n",
       "307                                                Data Analyst at Knowlarity Communications was asked...\n",
       "308                                                                   Data Analyst at Mapprr was asked...\n",
       "309                                                                    Data Analyst at CredR was asked...\n",
       "310                                      Graduate Engineer Trainee (Data Analyst) at Manthan was asked...\n",
       "311                                                                Data Analyst at Baysquare was asked...\n",
       "312                                                        Data Analyst at Colgate-Palmolive was asked...\n",
       "313                                                           Data Analyst at Safexpress Pvt was asked...\n",
       "314                                                                 Data Analyst at Conduent was asked...\n",
       "315                                                               For Data Analyst at Iksula was asked...\n",
       "316                                                                  Data Analyst at IonIdea was asked...\n",
       "317                                                 Data Analyst at Motilal Oswal Securities was asked...\n",
       "318                                                                 Data Analyst at Gramener was asked...\n",
       "319                                                                 Data Analyst at Mu Sigma was asked...\n",
       "320                                                        Data Analyst at Zee Entertainment was asked...\n",
       "321                                               Business Analyst/Data Analyst at BRIDGEi2i was asked...\n",
       "322                                                             Data Analyst at KnowledgeHut was asked...\n",
       "323                                                     Data Analyst at LatentView Analytics was asked...\n",
       "324                                                                  Data Analyst at Genpact was asked...\n",
       "325                                                     Data Analyst at LatentView Analytics was asked...\n",
       "326                                                     Data Analyst at LatentView Analytics was asked...\n",
       "327                                                     Medical Data Analyst at Vasta Global was asked...\n",
       "328                                            MIS Data Analyst at Tata Consultancy Services was asked...\n",
       "329                                                    Data Analyst at Chandigarh University was asked...\n",
       "330                                                               Data Analyst at TEKsystems was asked...\n",
       "331                                                               Data Analyst at Mr. Cooper was asked...\n",
       "332                                             Petroleum Data Analyst at Petrolink Services was asked...\n",
       "333                                                              Data Analyst at Wells Fargo was asked...\n",
       "334                                                                    Data Analyst at Squad was asked...\n",
       "335                                                          Associate Data Analyst at Wipro was asked...\n",
       "336                                                                    Data Analyst at Wipro was asked...\n",
       "337                                           Data Analyst at Cognizant Technology Solutions was asked...\n",
       "338                                                                 Data Analyst at Snapdeal was asked...\n",
       "339                                                    Junior Data Analyst at b3Intelligence was asked...\n",
       "340                                                     Research Data Analyst at Morningstar was asked...\n",
       "341                                               Trading Fees Data Analyst at Credit Suisse was asked...\n",
       "342                                         Systems Administrative/Data Analyst at Schneider was asked...\n",
       "343                                                    Associate Data Analyst at GlobalLogic was asked...\n",
       "344                                                              Data Analyst at GlobalLogic was asked...\n",
       "345                                                              Data Analyst at GlobalLogic was asked...\n",
       "346                                                              Data Analyst at GlobalLogic was asked...\n",
       "347                                                                      Data Analyst at IBM was asked...\n",
       "348                                                                  Data Analyst at Urjanet was asked...\n",
       "349                                                    Research Data Analyst at Collegedunia was asked...\n",
       "350                                                                    Data Analyst at Zycus was asked...\n",
       "351                                         Systems Administrative/Data Analyst at Schneider was asked...\n",
       "352                                               Trading Fees Data Analyst at Credit Suisse was asked...\n",
       "353                                                    Associate Data Analyst at GlobalLogic was asked...\n",
       "354                                                       Data Analyst- Intern at Sutherland was asked...\n",
       "355                                                              Data Analyst at GlobalLogic was asked...\n",
       "356                                                              Data Analyst at GlobalLogic was asked...\n",
       "357                                                              Data Analyst at GlobalLogic was asked...\n",
       "358                                                              Data Analyst at GlobalLogic was asked...\n",
       "359                                                         Senior Data Analyst at Synchrony was asked...\n",
       "360                                                                    Data Analyst at IQVIA was asked...\n",
       "361                                                             Data Analyst at Intelliswift was asked...\n",
       "362                                                          Data Analyst at Bank of America was asked...\n",
       "363                                                                       Data Analyst at EY was asked...\n",
       "364                                                                      Data Analyst at SAP was asked...\n",
       "365                                                                  Data Analyst at Servian was asked...\n",
       "366                                                                 Data Analyst at Facebook was asked...\n",
       "367                                                                 Data Analyst at Facebook was asked...\n",
       "368                                                                 Data Analyst at Cure.Fit was asked...\n",
       "369                                                                Data Analyst at Capgemini was asked...\n",
       "370                                                                Data Analyst at Accenture was asked...\n",
       "371                                                                   Data Analyst at AXA XL was asked...\n",
       "372                                                                  Data Analyst at Fractal was asked...\n",
       "373                                                                Data Analyst at Accenture was asked...\n",
       "374                                                                Data Analyst at Accenture was asked...\n",
       "375                                     Senior Executive Product - Data Analyst at Vivo (CA) was asked...\n",
       "376                                     Senior Executive Product - Data Analyst at Vivo (CA) was asked...\n",
       "377                                                                  Data Analyst at Proziod was asked...\n",
       "378                                           Data Analyst at Microtek International (India) was asked...\n",
       "379                                                       Data Analyst at Sandcube Analytics was asked...\n",
       "380                                                Junior Data Analyst at McKinsey & Company was asked...\n",
       "381                                                       Data Analyst at Sandcube Analytics was asked...\n",
       "382                                Manager Data Analyst at Daimler India Commercial Vehicles was asked...\n",
       "383                                            Research Data Analyst at Servizon IT Services was asked...\n",
       "384                                           Research and Data Analyst I at Opera Solutions was asked...\n",
       "385                              Data Analyst at Center for Advanced Research in Engineering was asked...\n",
       "386                                                         Data Analyst at Trinity Mobility was asked...\n",
       "387                                                         Data Analyst at Trinity Mobility was asked...\n",
       "388                                                       Data Analyst at Sandcube Analytics was asked...\n",
       "389                                                          Data Analyst at Noesys Software was asked...\n",
       "390                                                         Data Analyst at Trinity Mobility was asked...\n",
       "391                                                          Data Analyst at Noesys Software was asked...\n",
       "392                                                Data Analyst at Tata Consulting Engineers was asked...\n",
       "393                                           Research and Data Analyst I at Opera Solutions was asked...\n",
       "394                                            Business Data Analyst at Nabler Web Solutions was asked...\n",
       "395                                                     Data Analyst at MS Clinical Research was asked...\n",
       "396                                                                    Data Analyst at CredR was asked...\n",
       "397                                                     Senior Data Analyst at Tech Mahindra was asked...\n",
       "398                                               Research Data Analyst at Valued Epistemics was asked...\n",
       "399                                  Junior Healthcare Data Analyst at SCIO Health Analytics was asked...\n",
       "400                                                   Data Analyst at People Prime Worldwide was asked...\n",
       "401                                                           Data Analyst at Safexpress Pvt was asked...\n",
       "402                                                                Data Analyst at Media.net was asked...\n",
       "403                                                              Data Analyst at EXL Service was asked...\n",
       "404                                                              Data Analyst at EXL Service was asked...\n",
       "405                                                                 Data Analyst at Mu Sigma was asked...\n",
       "406                                                                 Data Analyst at Mu Sigma was asked...\n",
       "407                                            Data Analyst at Cogencis Information Services was asked...\n",
       "408                                               Data Analyst/Business Analyst at BRIDGEi2i was asked...\n",
       "409                                               Data Analyst/Business Analyst at BRIDGEi2i was asked...\n",
       "410                                                     Data Analyst at LatentView Analytics was asked...\n",
       "411                                                  Data Analyst at Transvision (Bangalore) was asked...\n",
       "412                                                                 Data Analyst at Allstate was asked...\n",
       "413                                                              Data Analyst at FE fundinfo was asked...\n",
       "414                                                     Data Analyst at LatentView Analytics was asked...\n",
       "415                                                                Data Analyst at Microland was asked...\n",
       "416                                                                 Data Analyst at Snapdeal was asked...\n",
       "417                                                                    Data Analyst at Wipro was asked...\n",
       "418                                                            Data Analyst at Vodafone Idea was asked...\n",
       "419                                                           Data Analyst at b3Intelligence was asked...\n",
       "420                                                     Data Analyst at Course5 Intelligence was asked...\n",
       "421                                                   Trainee Data Analyst at b3Intelligence was asked...\n",
       "422                                                              Data Analyst at Morningstar was asked...\n",
       "423                                                            Data Analyst at ZS Associates was asked...\n",
       "424                                                                   Data Analyst at Tracxn was asked...\n",
       "425                                                                      Data Analyst at IBM was asked...\n",
       "426                                                                     Data Analyst at Zoho was asked...\n",
       "427                                                        Data Analyst at Anonymous Content was asked...\n",
       "428                                                   Data Analyst at Technosoft Corporation was asked...\n",
       "429                                                                     Data Analyst at Ugam was asked...\n",
       "430                                                   Data Analyst at Technosoft Corporation was asked...\n",
       "431                                                                    Data Analyst at Evive was asked...\n",
       "432                                                                   Data Analyst at Mercer was asked...\n",
       "433                                                  Senior Clinical Data Analyst at Parexel was asked...\n",
       "434                                                                  Data Analyst at Epsilon was asked...\n",
       "435                                                              Data Analyst at GlobalLogic was asked...\n",
       "436                     Data Analyst - Long Delay In Carrying the Interview Steps at HP Inc. was asked...\n",
       "437                                                                       Data Analyst at EY was asked...\n",
       "438                                                                 Data Analyst at Growisto was asked...\n",
       "439                                                                      Data Analyst at SAP was asked...\n",
       "440                                                        Senior Data Analyst at Bookmyshow was asked...\n",
       "441                                                                      Data Analyst at IBM was asked...\n",
       "442                                                                     Data Analyst at Zoho was asked...\n",
       "443                                                        Data Analyst at Anonymous Content was asked...\n",
       "444                                                                       Data Analyst at EY was asked...\n",
       "445                                                                   Data Analyst at Mercer was asked...\n",
       "446                     Data Analyst - Long Delay In Carrying the Interview Steps at HP Inc. was asked...\n",
       "447                                                                  Data Analyst at Fractal was asked...\n",
       "448                                                                Data Analyst at Accenture was asked...\n",
       "449                                                                  Data Analyst at Fractal was asked...\n",
       "450                                                                  Data Analyst at Fractal was asked...\n",
       "451                                                        Data Analyst at Crystal Solutions was asked...\n",
       "452                                                                   Data Analyst at eClerx was asked...\n",
       "453                                                       Data Analyst at Sandcube Analytics was asked...\n",
       "454                                              Data Analyst at Spire Research & Consulting was asked...\n",
       "455                                Data Analyst at Enochville Fire & Rescue Department, Inc. was asked...\n",
       "456                                                              Data Analyst at FastFox.com was asked...\n",
       "457                                                              Data Analyst at J.P. Morgan was asked...\n",
       "458                                                             Research Data Analyst at WNS was asked...\n",
       "459                                                            Data Analyst at Bharti Airtel was asked...\n",
       "460                                                        Data Analyst at Crystal Solutions was asked...\n",
       "461                                                                   Data Analyst at eClerx was asked...\n",
       "462                                                       Data Analyst at Selling Simplified was asked...\n",
       "463                                              Data Analyst at Spire Research & Consulting was asked...\n",
       "464                                                                  Data Analyst at Bidgely was asked...\n",
       "465                                         Data Analyst at FN MathLogic Consulting Services was asked...\n",
       "466                                                           Data Analyst at The Smart Cube was asked...\n",
       "467                                                           Data Analyst at IQR Consulting was asked...\n",
       "468                                                     Data Analyst at Abhyudaya Multimedia was asked...\n",
       "469                                                            Data Analyst at Kreata Global was asked...\n",
       "470                                  Research Data Analyst at S&P Global Market Intelligence was asked...\n",
       "471                                                             Data Analyst at MaxVal Group was asked...\n",
       "472                                           Data Analyst at Nineleaps Technology Solutions was asked...\n",
       "473                                                              Data Analyst at Infosys BPM was asked...\n",
       "474                                                                     Data Analyst at SDRC was asked...\n",
       "475                                                           Data Analyst at The Smart Cube was asked...\n",
       "476                                                           Data Analyst at The Smart Cube was asked...\n",
       "477                                             Research and Data Analyst at Opera Solutions was asked...\n",
       "478                                                           Data Analyst at IQR Consulting was asked...\n",
       "479                                                           Data Analyst at The Smart Cube was asked...\n",
       "480                                                            Data Analyst at Bharti Airtel was asked...\n",
       "481                                                          Data Analyst at OM Technologies was asked...\n",
       "482                                                       Data Analyst at McKinsey & Company was asked...\n",
       "483                                             Research Data Analyst at William O'Neil & Co was asked...\n",
       "484                                  Data Analyst at SIBIA Analytics and Consulting Services was asked...\n",
       "485                                                       Data Analyst at Sandcube Analytics was asked...\n",
       "486                                                          Data Analyst at Lagnam InfoTech was asked...\n",
       "487                                                                Data Analyst at RentoMojo was asked...\n",
       "488                                                             Data Analyst at Systech (CA) was asked...\n",
       "489                                                                   Data Analyst at Dipper was asked...\n",
       "490                                                                   Data Analyst at eClerx was asked...\n",
       "491                                                                      Data Analyst at TCS was asked...\n",
       "492                                                                    Data Analyst at Shine was asked...\n",
       "493                                                                    Data Analyst at Shine was asked...\n",
       "494                                           Data Analyst at Nineleaps Technology Solutions was asked...\n",
       "495                                           Data Analyst at Nineleaps Technology Solutions was asked...\n",
       "496                                                          Data Analyst at ZAPR Media Labs was asked...\n",
       "497                                                                   Data Analyst at Aptara was asked...\n",
       "498                                              Junior Data Analyst at The Interview People was asked...\n",
       "499                                                          Data Analyst at ZAPR Media Labs was asked...\n",
       "500                                                                    Data Analyst at Shine was asked...\n",
       "501                                                                    Data Analyst at Shine was asked...\n",
       "502                                           Data Analyst at Nineleaps Technology Solutions was asked...\n",
       "503                                            Financial Data Analyst at William O'Neil & Co was asked...\n",
       "504                                                                Data Analyst at LiquidHub was asked...\n",
       "505                                                          Data Analyst at ZAPR Media Labs was asked...\n",
       "506                                                                   Data Analyst at Aptara was asked...\n",
       "507                                                     Data Analyst at Globsyn Technologies was asked...\n",
       "508                                                              Data Analyst at J.P. Morgan was asked...\n",
       "509                                                                 Data Analyst at Mahindra was asked...\n",
       "510                                  Research Data Analyst at S&P Global Market Intelligence was asked...\n",
       "511                                                             Data Analyst at MaxVal Group was asked...\n",
       "512                                                                 Data Analyst at Ideas2IT was asked...\n",
       "513                                            Financial Data Analyst at William O'Neil & Co was asked...\n",
       "514                                                              Data Analyst at Infosys BPM was asked...\n",
       "515                                                                Data Analyst at LiquidHub was asked...\n",
       "516                                                     Data Analyst at Globsyn Technologies was asked...\n",
       "517                                                                 Data Analyst at Indegene was asked...\n",
       "518                                                                 Data Analyst at Mahindra was asked...\n",
       "519                                                    Data Analyst at Nestaway Technologies was asked...\n",
       "520                                                              Data Analyst at J.P. Morgan was asked...\n",
       "521                                                Data Analyst at Knowlarity Communications was asked...\n",
       "522                                                Data Analyst at Knowlarity Communications was asked...\n",
       "523                                                      Senior Data Analyst at FirstCry com was asked...\n",
       "524                                                             Data Analyst at FirstCry com was asked...\n",
       "525                                                             Data Analyst at FirstCry com was asked...\n",
       "526                                                      Senior Data Analyst at DemandMatrix was asked...\n",
       "527                                                                  Data Analyst at BigTapp was asked...\n",
       "528                                                                  Data Analyst at BigTapp was asked...\n",
       "529                                          Junior Data Analyst at Paragon Digital Services was asked...\n",
       "530                                                                    Data Analyst at Unbxd was asked...\n",
       "531                                                           Data Analyst at Bahar Infotech was asked...\n",
       "532                                                      Business Data Analyst at Merilytics was asked...\n",
       "533                                                            Data Analyst at Goldman Sachs was asked...\n",
       "534                                                                  Data Analyst at Enquero was asked...\n",
       "535                                                                  Data Analyst at Sokrati was asked...\n",
       "536                                                                      Data Analyst at LTI was asked...\n",
       "537                                  Junior Healthcare Data Analyst at SCIO Health Analytics was asked...\n",
       "538                                  Junior Healthcare Data Analyst at SCIO Health Analytics was asked...\n",
       "539                                  Junior Healthcare Data Analyst at SCIO Health Analytics was asked...\n",
       "540                                  Junior Healthcare Data Analyst at SCIO Health Analytics was asked...\n",
       "541                                  Junior Healthcare Data Analyst at SCIO Health Analytics was asked...\n",
       "542                                                                    Data Analyst at Ipsos was asked...\n",
       "543                                                                    Data Analyst at Ipsos was asked...\n",
       "544                                     Data Analyst Consultant at Risk Management Solutions was asked...\n",
       "545                                                                  Data Analyst at vPhrase was asked...\n",
       "546                                                     Data Analyst at Impetus Technologies was asked...\n",
       "547                                                     Data Analyst at Impetus Technologies was asked...\n",
       "548                                                              Data Analyst at EXL Service was asked...\n",
       "549                                                              Data Analyst at EXL Service was asked...\n",
       "550                                                              Data Analyst at EXL Service was asked...\n",
       "551                                                              Data Analyst at EXL Service was asked...\n",
       "552                                                              Data Analyst at EXL Service was asked...\n",
       "553                                                     Data Analyst at Impetus Technologies was asked...\n",
       "554                                                     Data Analyst at Impetus Technologies was asked...\n",
       "555                                                                    Data Analyst at Subex was asked...\n",
       "556                                                                    Data Analyst at Subex was asked...\n",
       "557                                                       Data Analyst at Efftronics Systems was asked...\n",
       "558                                                         Data Analyst at Fresherworld.com was asked...\n",
       "559                                                           Trainee Data Analyst at Toluna was asked...\n",
       "560                                                                   Data Analyst at Toluna was asked...\n",
       "561                                                                Data Analyst at Wittyfeed was asked...\n",
       "562                                                         Senior Data Analyst at Prometric was asked...\n",
       "563                                                            Data Analyst at Fresh Gravity was asked...\n",
       "564                                                                Data Analyst at DataWeave was asked...\n",
       "565                                                          Data Analyst at Tesco Bengaluru was asked...\n",
       "566                                                                Data Analyst at BRIDGEi2i was asked...\n",
       "567                                                                Data Analyst at BRIDGEi2i was asked...\n",
       "568                                                                Data Analyst at BRIDGEi2i was asked...\n",
       "569                                                                Data Analyst at BRIDGEi2i was asked...\n",
       "570                                                                 Data Analyst at Mu Sigma was asked...\n",
       "571                                                         Data Analyst at Vidal Healthcare was asked...\n",
       "572                                                                 Data Analyst at Mu Sigma was asked...\n",
       "573                                            Data Analyst at Cogencis Information Services was asked...\n",
       "574                                                          Data Analyst at Tesco Bengaluru was asked...\n",
       "575                                                                Data Analyst at BRIDGEi2i was asked...\n",
       "576                                                                Data Analyst at BRIDGEi2i was asked...\n",
       "577                                                                Data Analyst at BRIDGEi2i was asked...\n",
       "578                                                                Data Analyst at BRIDGEi2i was asked...\n",
       "579                                                                Data Analyst at BRIDGEi2i was asked...\n",
       "580                                                                Data Analyst at BRIDGEi2i was asked...\n",
       "581                                                                Data Analyst at BRIDGEi2i was asked...\n",
       "582                                                                Data Analyst at BRIDGEi2i was asked...\n",
       "583                                                     Data Analyst at LatentView Analytics was asked...\n",
       "584                                                             Data Analyst at KnowledgeHut was asked...\n",
       "585                                                                 Data Analyst at Actiknow was asked...\n",
       "586                                                              Data Analyst at FE fundinfo was asked...\n",
       "587                                                              Data Analyst at FE fundinfo was asked...\n",
       "588                                                              Data Analyst at FE fundinfo was asked...\n",
       "589                                                              Data Analyst at FE fundinfo was asked...\n",
       "590                                                      Research Data Analyst at S&P Global was asked...\n",
       "591                                                             Data Analyst at KnowledgeHut was asked...\n",
       "592                                                     Data Analyst at LatentView Analytics was asked...\n",
       "593                                                     Data Analyst at LatentView Analytics was asked...\n",
       "594                                                     Data Analyst at LatentView Analytics was asked...\n",
       "595                                                                 Data Analyst at Actiknow was asked...\n",
       "596                                                     Data Analyst at LatentView Analytics was asked...\n",
       "597                                                     Data Analyst at LatentView Analytics was asked...\n",
       "598                                                                     Data Analyst at Hike was asked...\n",
       "599                                                             Data Analyst at Chainalytics was asked...\n",
       "600                                                     Data Analyst at LatentView Analytics was asked...\n",
       "601                                                             Data Analyst at Chainalytics was asked...\n",
       "602                                                          Technical Data Analyst at Wipro was asked...\n",
       "603                                                                    Data Analyst at Wipro was asked...\n",
       "604                                                                    Data Analyst at Wipro was asked...\n",
       "605                                      Market Data Analyst at State Street Global Advisors was asked...\n",
       "606                            Trainee Junior Data Analyst at Cognizant Technology Solutions was asked...\n",
       "607                            Trainee Junior Data Analyst at Cognizant Technology Solutions was asked...\n",
       "608                            Trainee Junior Data Analyst at Cognizant Technology Solutions was asked...\n",
       "609                                                                 Data Analyst at Snapdeal was asked...\n",
       "610                                                               Data Analyst at Innoplexus was asked...\n",
       "611                                                                     Data Analyst at BOLD was asked...\n",
       "612                                                                   Data Analyst at Kantar was asked...\n",
       "613                                                           Data Analyst at Apex CoVantage was asked...\n",
       "614                                                             Data Analyst at Square Yards was asked...\n",
       "615                                                                  Data Analyst at Hotstar was asked...\n",
       "616                                                           Senior Data Analyst at Hotstar was asked...\n",
       "617                                                                  Data Analyst at Kabbage was asked...\n",
       "618                                                        Data Analyst at Anonymous Content was asked...\n",
       "619                                                               Data Analyst at Ameriprise was asked...\n",
       "620                                                              Data Analyst at Morningstar was asked...\n",
       "621                                                  Associate Data Analyst at ZS Associates was asked...\n",
       "622                                            Financial Data Analyst at Moody's Corporation was asked...\n",
       "623                                                              Data Analyst at Morningstar was asked...\n",
       "624                                                                     Data Analyst at Ugam was asked...\n",
       "625                                                                  Data Analyst at Kabbage was asked...\n",
       "626                                                                Data Analyst at dunnhumby was asked...\n",
       "627                                                           Senior Data Analyst at Hotstar was asked...\n",
       "628                                                       Digital Data Analyst at TO THE NEW was asked...\n",
       "629                                                             Data Analyst at Square Yards was asked...\n",
       "630                                                                Data Analyst at dunnhumby was asked...\n",
       "631                                                                Data Analyst at dunnhumby was asked...\n",
       "632                                                                 Data Analyst at Barclays was asked...\n",
       "633                                                                  Data Analyst at Hotstar was asked...\n",
       "634                                                        Data Analyst at Anonymous Content was asked...\n",
       "635                                                               Data Analyst at Ameriprise was asked...\n",
       "636                                                                   Data Analyst at Merkle was asked...\n",
       "637                                                              Data Analyst at Randstad US was asked...\n",
       "638                                                       Technical Data Analyst at Deloitte was asked...\n",
       "639                                                               Data Analyst at Innovaccer was asked...\n",
       "640                                                         Clinical Data Analyst at Parexel was asked...\n",
       "641                                                               Data Analyst at Innovaccer was asked...\n",
       "642                                                              Data Analyst at Capital One was asked...\n",
       "643                                                                Data Analyst at dunnhumby was asked...\n",
       "644                                                                 Data Analyst at Barclays was asked...\n",
       "645                                                                Data Analyst at dunnhumby was asked...\n",
       "646                                                 Business Data Analyst at United Airlines was asked...\n",
       "647                                                              Data Analyst at GlobalLogic was asked...\n",
       "648                                                    Market Data Analyst at Bloomberg L.P. was asked...\n",
       "649                                                    Market Data Analyst at Bloomberg L.P. was asked...\n",
       "650                                                         Clinical Data Analyst at Parexel was asked...\n",
       "651                                                              Data Analyst at Capital One was asked...\n",
       "652                                                              Data Analyst at GlobalLogic was asked...\n",
       "653                                                    Market Data Analyst at Bloomberg L.P. was asked...\n",
       "654                                                            Data Analyst at Cisco Systems was asked...\n",
       "655                                                                       Data Analyst at EY was asked...\n",
       "656                                                                 Data Analyst at Quotient was asked...\n",
       "657                                                                       Data Analyst at EY was asked...\n",
       "658                                                                      Data Analyst at PwC was asked...\n",
       "659                                                                    Data Analyst at IQVIA was asked...\n",
       "660                                                                Data Analyst at Capgemini was asked...\n",
       "661                                                                Data Analyst at Capgemini was asked...\n",
       "662                                                                Data Analyst at Capgemini was asked...\n",
       "663                                                                Data Analyst at Capgemini was asked...\n",
       "664                                                                Data Analyst at Capgemini was asked...\n",
       "665                                                                Data Analyst at Capgemini was asked...\n",
       "666                                                                Data Analyst at Capgemini was asked...\n",
       "667                                                         Data Analyst at InSync Analytics was asked...\n",
       "668                                                                    Data Analyst at Zynga was asked...\n",
       "669                                                                   Data Analyst at Amazon was asked...\n",
       "670                                                  Tableau Data Analyst at TE Connectivity was asked...\n",
       "671                                                                    Data Analyst at IQVIA was asked...\n",
       "672                                                              Data Analyst at CenturyLink was asked...\n",
       "673                                                                     Data Analyst at Citi was asked...\n",
       "674                                                                     Data Analyst at Citi was asked...\n",
       "675                                                                     Data Analyst at Citi was asked...\n",
       "676                                                                      Data Analyst at PwC was asked...\n",
       "677                                                          Data Analyst at Thomson Reuters was asked...\n",
       "678                                                                  Data Analyst at Nielsen was asked...\n",
       "679                                                                     Data Analyst at CBRE was asked...\n",
       "680                                                                  Data Analyst at Fractal was asked...\n",
       "681                                                                Data Analyst at Accenture was asked...\n",
       "682                                                                Data Analyst at Accenture was asked...\n",
       "683                                                     Associate Data Analyst at Salesforce was asked...\n",
       "684                                                                Data Analyst at Quantiphi was asked...\n",
       "685                                                             Data Analyst at SpectraMedix was asked...\n",
       "686                                           Data Analyst at Microtek International (India) was asked...\n",
       "687                                                        Data Analyst at Quantta Analytics was asked...\n",
       "688                                                               Data Analyst at SPi Global was asked...\n",
       "689                                                     Data Analyst at inlogic Technologies was asked...\n",
       "690                                                      Financial Data Analyst at SmartCube was asked...\n",
       "691                                                Trainee Data Analyst at GreenPoint Global was asked...\n",
       "692                                        Senior Data Analyst at Rebelute Digital Solutions was asked...\n",
       "693                                          Data Analyst at Ashish Kumar Gupta & Associates was asked...\n",
       "694                                                                Data Analyst at UnitedLex was asked...\n",
       "695                                                              Data Analyst at eattributes was asked...\n",
       "696                                                                   Data Analyst at Rupeek was asked...\n",
       "697                                                                   Data Analyst at Axtria was asked...\n",
       "698                                                                     Data Analyst at IMRB was asked...\n",
       "699                                                         Data Analyst at Sanctum Networks was asked...\n",
       "700                                                          Data Analyst at Cybage Software was asked...\n",
       "701                                                           Data Analyst at The Smart Cube was asked...\n",
       "702                                                             Data Analyst at SpectraMedix was asked...\n",
       "703                                               Data Analyst at Datamatics Global Services was asked...\n",
       "704                                               Data Analyst at Datamatics Global Services was asked...\n",
       "705                                                               Data Analyst at SPi Global was asked...\n",
       "706                                                                Data Analyst at Innointel was asked...\n",
       "707                                                      Financial Data Analyst at SmartCube was asked...\n",
       "708                                                Trainee Data Analyst at GreenPoint Global was asked...\n",
       "709                                                       Data Analyst at AntiZ Technologies was asked...\n",
       "710                                                Data Analyst Trainee at NIIT Technologies was asked...\n",
       "711                                                                    Data Analyst at Aarna was asked...\n",
       "712                                                                    Data Analyst at Voiro was asked...\n",
       "713                                                    Data Analyst at Nestaway Technologies was asked...\n",
       "714                                                Data Analyst at Knowlarity Communications was asked...\n",
       "715                                                  Data Analyst at Simple & Real Analytics was asked...\n",
       "716                                                Junior Data Analyst at McKinsey & Company was asked...\n",
       "717                                   Associate Data Analyst at Datamatics Staffing Services was asked...\n",
       "718                                                               Data Analyst at CloudCover was asked...\n",
       "719                                                                 Data Analyst at Indegene was asked...\n",
       "720                                                        Senior Data Analyst at Ingrainhub was asked...\n",
       "721                                                          Data Analyst at ZAPR Media Labs was asked...\n",
       "722                                                                   Data Analyst at eClerx was asked...\n",
       "723                                                                 Data Analyst at Flipkart was asked...\n",
       "724                                       Data Analyst - Senior Executive at Paisabazaar.com was asked...\n",
       "725                                                                    Data Analyst at Apple was asked...\n",
       "726                                                      Senior Data Analyst at DemandMatrix was asked...\n",
       "727                                                  Data Analyst at Innoventes Technologies was asked...\n",
       "728                                                    Data Analyst at E2E Research Services was asked...\n",
       "729                                                           Senior Data Analyst at Walinns was asked...\n",
       "730                                                     Associate Data Analyst at Softcrylic was asked...\n",
       "731                                                        Senior Data Analyst at Ingrainhub was asked...\n",
       "732                                                          Data Analyst at ZAPR Media Labs was asked...\n",
       "733                                                                   Data Analyst at eClerx was asked...\n",
       "734                                                                 Data Analyst at Flipkart was asked...\n",
       "735                                                             Data Analyst at MaxVal Group was asked...\n",
       "736                                                      Senior Data Analyst at DemandMatrix was asked...\n",
       "737                                                  Data Analyst at Innoventes Technologies was asked...\n",
       "738                                                    Data Analyst at E2E Research Services was asked...\n",
       "739                                                                    Data Analyst at Surya was asked...\n",
       "740                                                                 Data Analyst at In22labs was asked...\n",
       "741                                                           Data Analyst at The Smart Cube was asked...\n",
       "742                                                Data Analyst(Software Services) at eClerx was asked...\n",
       "743                                                                  Data Analyst at Bidgely was asked...\n",
       "744                                               Data Analyst at Datamatics Global Services was asked...\n",
       "745                                               Data Analyst at Datamatics Global Services was asked...\n",
       "746                                                                Data Analyst at Innointel was asked...\n",
       "747                                                       Data Analyst at AntiZ Technologies was asked...\n",
       "748                                                           Data Analyst at The Smart Cube was asked...\n",
       "749                                                             Research Data Analyst at WNS was asked...\n",
       "750                                                             Data Analyst at Systech (CA) was asked...\n",
       "751                                                         Data Analyst Trainee at CrossTab was asked...\n",
       "752                                                                   Data Analyst at eClerx was asked...\n",
       "753                                                                   Data Analyst at eClerx was asked...\n",
       "754                                                      Data Analyst at Zen3 Info Solutions was asked...\n",
       "755                                                      Data Analyst at Narnolia Securities was asked...\n",
       "756                                                     Data Analyst at Applied Data Finance was asked...\n",
       "757                                                     Data Analyst at Applied Data Finance was asked...\n",
       "758                                                                  Data Analyst at BigTapp was asked...\n",
       "759                                          Junior Data Analyst at Paragon Digital Services was asked...\n",
       "760                                          Junior Data Analyst at Paragon Digital Services was asked...\n",
       "761                                                 Financial Data Analyst at Bahar Infotech was asked...\n",
       "762                                                                   Data Analyst at Cyient was asked...\n",
       "763                                                                   Data Analyst at Cyient was asked...\n",
       "764                                                                   Data Analyst at Cyient was asked...\n",
       "765                                                     Senior Data Analyst at HSBC Holdings was asked...\n",
       "766                                                            Data Analyst at HSBC Holdings was asked...\n",
       "767                                                      Business Data Analyst at Merilytics was asked...\n",
       "768                                                        Data Analyst at Iron Mountain Inc was asked...\n",
       "769                                                            Data Analyst at Goldman Sachs was asked...\n",
       "770                                                               Data Analyst at GE Digital was asked...\n",
       "771                                           Big Data Analyst at 8K Miles Software Services was asked...\n",
       "772                                                        Data Analyst at Valued Epistemics was asked...\n",
       "773                                                          Data Analyst at Think Analytics was asked...\n",
       "774                                                                      Data Analyst at GfK was asked...\n",
       "775                                                                      Data Analyst at LTI was asked...\n",
       "776                                                                 Data Analyst at KrazyBee was asked...\n",
       "777                                                    Data Analyst at Public Affairs Center was asked...\n",
       "778                                                   Data Analyst at People Prime Worldwide was asked...\n",
       "779                                                           Data Analyst at Indus Insights was asked...\n",
       "780                                                   Data Analyst at People Prime Worldwide was asked...\n",
       "781                                  Junior Healthcare Data Analyst at SCIO Health Analytics was asked...\n",
       "782                                                           Data Analyst at Indus Insights was asked...\n",
       "783                                  Senior Healthcare Data Analyst at SCIO Health Analytics was asked...\n",
       "784                                                             Data Analyst at QuEST Global was asked...\n",
       "785                                                                 Data Analyst at Stemmons was asked...\n",
       "786                                                     Data Analyst at Impetus Technologies was asked...\n",
       "787                                                               Data Analyst at ExxonMobil was asked...\n",
       "788                                                 Data Analyst at Decision Resources Group was asked...\n",
       "789                                                              Data Analyst at EXL Service was asked...\n",
       "790                                                              Data Analyst at EXL Service was asked...\n",
       "791                                                 Data Analyst at Decision Resources Group was asked...\n",
       "792                                                                Data Analyst at Wittyfeed was asked...\n",
       "793                                                         Senior Data Analyst at Prometric was asked...\n",
       "794                                                         Senior Data Analyst at Prometric was asked...\n",
       "795                                                                   Data Analyst at Toluna was asked...\n",
       "796                                                     Data Analyst at BizKonnect Solutions was asked...\n",
       "797                                                     Data Analyst at Multiplier Solutions was asked...\n",
       "798                                                                  Data Analyst at IonIdea was asked...\n",
       "799                                                     Data Analyst at Multiplier Solutions was asked...\n",
       "800                                                     Data Analyst at BizKonnect Solutions was asked...\n",
       "801                                                                 Data Analyst at Mu Sigma was asked...\n",
       "802                                            Data Analyst at Cogencis Information Services was asked...\n",
       "803                                                                 Data Analyst at Mu Sigma was asked...\n",
       "804                                            Junior Data Analyst at Shore Group Associates was asked...\n",
       "805                                                         Data Analyst Trainee at Mu Sigma was asked...\n",
       "806                                            Data Analyst at Cogencis Information Services was asked...\n",
       "807                                                      Data Analyst Consultant at Gramener was asked...\n",
       "808                                                    Lead/Data Analyst Manager at Gramener was asked...\n",
       "809                                                    Lead/Data Analyst Manager at Gramener was asked...\n",
       "810                                                    Lead/Data Analyst Manager at Gramener was asked...\n",
       "811                                                    Lead/Data Analyst Manager at Gramener was asked...\n",
       "812                                                                Data Analyst at BRIDGEi2i was asked...\n",
       "813                                                                Data Analyst at BRIDGEi2i was asked...\n",
       "814                                                                Data Analyst at BRIDGEi2i was asked...\n",
       "815                                                                Data Analyst at BRIDGEi2i was asked...\n",
       "816                                                           Data Analyst at eClinicalWorks was asked...\n",
       "817                                                         Marketing Data Analyst at Oracle was asked...\n",
       "818                                                Data Analyst at Tata Consultancy Services was asked...\n",
       "819                                                     Data Analyst at LatentView Analytics was asked...\n",
       "820                                                     Data Analyst at LatentView Analytics was asked...\n",
       "821                                       Business Data Analyst at Tata Consultancy Services was asked...\n",
       "822                                                     Data Analyst at LatentView Analytics was asked...\n",
       "823                                                     Data Analyst at LatentView Analytics was asked...\n",
       "824                                                                  Data Analyst at Genpact was asked...\n",
       "825                                                     Data Analyst at LatentView Analytics was asked...\n",
       "826                                                     Data Analyst at LatentView Analytics was asked...\n",
       "827                                                           Data Analyst at Times Internet was asked...\n",
       "828                                           Software Engineer/Data Analyst at BrowserStack was asked...\n",
       "829                                                                   Data Analyst at Amdocs was asked...\n",
       "830                                                                Data Analyst at Axis Bank was asked...\n",
       "831                                                                Data Analyst at Axis Bank was asked...\n",
       "832                                                                Data Analyst at LNT Group was asked...\n",
       "833                                     Data Analyst at Matrix Corporate Management Services was asked...\n",
       "834                                    Junior Data Analyst at Cognizant Technology Solutions was asked...\n",
       "835                                           Data Analyst at Cognizant Technology Solutions was asked...\n",
       "836                                                                 Data Analyst at Snapdeal was asked...\n",
       "837     Junior Data Analyst/Data Analyst/Pharmacovigilance at Cognizant Technology Solutions was asked...\n",
       "838                                                                    Data Analyst at Wipro was asked...\n",
       "839                                                                      Data Analyst at Aon was asked...\n",
       "840                                                              Data Analyst at Morningstar was asked...\n",
       "841                                                              Data Analyst at Morningstar was asked...\n",
       "842                                                               Data Analyst at Innoplexus was asked...\n",
       "843                                                               Data Analyst at Josh Talks was asked...\n",
       "844                                                   Associate Data Analyst at Novo Nordisk was asked...\n",
       "845                                                                      Data Analyst at Ola was asked...\n",
       "846                                                                 Data Analyst at Deloitte was asked...\n",
       "847                                                                  Data Analyst at FactSet was asked...\n",
       "848                                                                  Data Analyst at Postman was asked...\n",
       "849                                                            Data Analyst at ZS Associates was asked...\n",
       "850                                                               Data Analyst at Innoplexus was asked...\n",
       "851                                         Research Data Analyst at Boston Consulting Group was asked...\n",
       "852                                                              Data Analyst at Morningstar was asked...\n",
       "853                                                              Data Analyst at Morningstar was asked...\n",
       "854                                                                Data Analyst at ninjacart was asked...\n",
       "855                                                                  Data Analyst at Hotstar was asked...\n",
       "856                                                               Data Analyst at Josh Talks was asked...\n",
       "857                                                           Data Analyst at TheMathCompany was asked...\n",
       "858                                                                 Data Analyst at Deloitte was asked...\n",
       "859                                                                  Data Analyst at Infosys was asked...\n",
       "860                                                                      Data Analyst at HCL was asked...\n",
       "861                                                   Associate Data Analyst at Novo Nordisk was asked...\n",
       "862                                                                      Data Analyst at Ola was asked...\n",
       "863                                                     Research Data Analyst at Morningstar was asked...\n",
       "864                                                                    Data Analyst at Shell was asked...\n",
       "865                                                                Data Analyst at ninjacart was asked...\n",
       "866                                                            Data Analyst at Iris Software was asked...\n",
       "867                                                                 Data Analyst at Tredence was asked...\n",
       "868                                                          Senior Data Analyst at Tredence was asked...\n",
       "869                                                                    Data Analyst at Chegg was asked...\n",
       "870                                                        Associate I, Data Analyst at KPMG was asked...\n",
       "871                                                   Data Analyst at Technosoft Corporation was asked...\n",
       "872                                                                 Data Analyst at Deloitte was asked...\n",
       "873                                                                  Data Analyst at FactSet was asked...\n",
       "874                                                              Data Analyst at Capital One was asked...\n",
       "875                                                        Senior Data Analyst at Innovaccer was asked...\n",
       "876                                                        Senior Data Analyst at Innovaccer was asked...\n",
       "877                                                              Data Analyst at Capital One was asked...\n",
       "878                                                    Market Data Analyst at Bloomberg L.P. was asked...\n",
       "879                                                                   Data Analyst at Fiserv was asked...\n",
       "880                                                   Data Analyst Interview at athenahealth was asked...\n",
       "881                                                              Data Analyst at GlobalLogic was asked...\n",
       "882                                                              Data Analyst at GlobalLogic was asked...\n",
       "883                                                    Associate Data Analyst at GlobalLogic was asked...\n",
       "884                                                    Market Data Analyst at Bloomberg L.P. was asked...\n",
       "885                                                                   Data Analyst at Fiserv was asked...\n",
       "886                                                                Data Analyst at Collabera was asked...\n",
       "887                                                                Data Analyst at Collabera was asked...\n",
       "888                                                              Data Analyst at Capital One was asked...\n",
       "889                                                         Senior Data Analyst at Honeywell was asked...\n",
       "890                                                              Data Analyst at GlobalLogic was asked...\n",
       "891                                                   Data Analyst Interview at athenahealth was asked...\n",
       "892                                                         Senior Data Analyst at Synchrony was asked...\n",
       "893                                                                       Data Analyst at EY was asked...\n",
       "894                                                                     Data Analyst at Citi was asked...\n",
       "895                                                           Data Analyst at DXC Technology was asked...\n",
       "896                                                          Data Analyst at Thomson Reuters was asked...\n",
       "897                                                              Data Analyst at AstraZeneca was asked...\n",
       "898                                                                       Data Analyst at EY was asked...\n",
       "899                                                         Data Analyst at Dun & Bradstreet was asked...\n",
       "900                                                        Data Analyst/Consultant at Lennox was asked...\n",
       "901                                                         Data Analyst at Publicis Sapient was asked...\n",
       "902                                                                   Data Analyst at Amazon was asked...\n",
       "903                                                                   Data Analyst at Amazon was asked...\n",
       "904                                                                    Data Analyst at IQVIA was asked...\n",
       "905                                                                 Data Analyst at Facebook was asked...\n",
       "906                                                     Research Data Analyst at Evalueserve was asked...\n",
       "907                                                         Data Analyst at InSync Analytics was asked...\n",
       "908                                                          Data Analyst at Tiger Analytics was asked...\n",
       "909                                                          Data Analyst at Tiger Analytics was asked...\n",
       "910                                                                  Data Analyst at Fractal was asked...\n",
       "911                                                     Associate Data Analyst at Salesforce was asked...\n",
       "912                                                                Data Analyst at Capgemini was asked...\n",
       "913                                                         Data Analyst at Société Générale was asked...\n",
       "914                                                                Data Analyst at Capgemini was asked...\n",
       "915                                                                    Data Analyst at ELXSI was asked...\n",
       "916                                                                   Data Analyst at eClerx was asked...\n",
       "917                                                                Data Analyst at Wunderman was asked...\n",
       "918                                                        Data Analyst at Crystal Solutions was asked...\n",
       "919                                                            Senior Data Analyst at Akosha was asked...\n",
       "920                                                         Data Analyst at Rudder Analytics was asked...\n",
       "921                                                                   Data Analyst at eClerx was asked...\n",
       "922                                                                   Data Analyst at eClerx was asked...\n",
       "923                                                              Big Data Analyst at Cogneau was asked...\n",
       "924                                                       Data Analyst at Sandcube Analytics was asked...\n",
       "925                                  Research Data Analyst at S&P Global Market Intelligence was asked...\n",
       "926                                                                   Data Analyst at Ftcash was asked...\n",
       "927                                                       Data Analyst at Sandcube Analytics was asked...\n",
       "928                                  Research Data Analyst at S&P Global Market Intelligence was asked...\n",
       "929                                                                 Data Analyst at Flipkart was asked...\n",
       "930                                                 Data Analyst at Everest Consulting Group was asked...\n",
       "931                                            Financial Data Analyst at William O'Neil & Co was asked...\n",
       "932                                                           Data Analyst at Kotak Mahindra was asked...\n",
       "933                                                                 Data Analyst at Indegene was asked...\n",
       "934                                                       Data Analyst at Sandcube Analytics was asked...\n",
       "935                                                                    Data Analyst at ELXSI was asked...\n",
       "936                                                            Financial Data Analyst at CMC was asked...\n",
       "937                                                                   Data Analyst at Axtria was asked...\n",
       "938                                                    Data Analyst at Coalition Development was asked...\n",
       "939                                                                Data Analyst at Wunderman was asked...\n",
       "940                                                        Data Analyst at Crystal Solutions was asked...\n",
       "941                                                            Senior Data Analyst at Akosha was asked...\n",
       "942                                                                   Data Analyst at Axtria was asked...\n",
       "943                                             Data Analyst at ABCO Advisory Services India was asked...\n",
       "944                                              Data Analyst at FieldGlobal Market Research was asked...\n",
       "945                                                         Data Analyst at Binary Semantics was asked...\n",
       "946                                                           Data Analyst at The Smart Cube was asked...\n",
       "947                                                           Data Analyst at The Smart Cube was asked...\n",
       "948                                                                   Data Analyst at eClerx was asked...\n",
       "949                                                    Data Analyst at Coalition Development was asked...\n",
       "950                                                                   Data Analyst at Axtria was asked...\n",
       "951                                                               Data Analyst at DataMetica was asked...\n",
       "952                                         Junior Data Analyst at Annik Technology Services was asked...\n",
       "953                                                Data Analyst at Annik Technology Services was asked...\n",
       "954                                                                   Data Analyst at Voonik was asked...\n",
       "955                                                Junior Data Analyst-sql at Advisory Board was asked...\n",
       "956                                                                   Data Analyst at Google was asked...\n",
       "957                                               Data Analyst at Trivium Education Services was asked...\n",
       "958                                                                   Data Analyst at Myntra was asked...\n",
       "959                                                    Data Analyst at Nestaway Technologies was asked...\n",
       "960                                                                Data Analyst at InfoCepts was asked...\n",
       "961                                                          Data Analyst at Noesys Software was asked...\n",
       "962                                                       Data Analyst at Sandcube Analytics was asked...\n",
       "963                                                                   Data Analyst at Ftcash was asked...\n",
       "964                                                       Data Analyst at Sandcube Analytics was asked...\n",
       "965                                  Research Data Analyst at S&P Global Market Intelligence was asked...\n",
       "966                                                             Data Analyst at Systech (CA) was asked...\n",
       "967                                            Financial Data Analyst at William O'Neil & Co was asked...\n",
       "968                                                             Data Analyst at MaxVal Group was asked...\n",
       "969                                                                 Data Analyst at Indegene was asked...\n",
       "970                                                              Big Data Analyst at Cogneau was asked...\n",
       "971                                Research Data Analyst at Machwan Communication & Research was asked...\n",
       "972                                  Research Data Analyst at S&P Global Market Intelligence was asked...\n",
       "973                                                                 Data Analyst at Flipkart was asked...\n",
       "974                                                 Data Analyst at Everest Consulting Group was asked...\n",
       "975                                                              Data Analyst at Dover India was asked...\n",
       "976                                                                      Data Analyst at WNS was asked...\n",
       "977                                                 Data Analyst at Sixth Sense IT Solutions was asked...\n",
       "978                                                           Data Analyst at Kotak Mahindra was asked...\n",
       "979                                                                Data Analyst at RDM India was asked...\n",
       "980                                                                   Data Analyst at Myntra was asked...\n",
       "981                                                          Data Analyst at Orsuq Solutions was asked...\n",
       "982                                                 Staff Data Analyst at SmartDrive Systems was asked...\n",
       "983                                                                     Data Analyst at CLRI was asked...\n",
       "984                                                                   Data Analyst at Khoros was asked...\n",
       "985                                                     Data Analyst at Applied Data Finance was asked...\n",
       "986                                                      Data Analyst at Reliance Industries was asked...\n",
       "987                                                          Junior Data Analyst at Travelex was asked...\n",
       "988                                                              Data Analyst at Danske Bank was asked...\n",
       "989                                          Junior Data Analyst at Paragon Digital Services was asked...\n",
       "990                                          Junior Data Analyst at Paragon Digital Services was asked...\n",
       "991                                                            Junior Data Analyst at Cyient was asked...\n",
       "992                                                            Data Analyst at Goldman Sachs was asked...\n",
       "993                                                            Data Analyst at Tech Mahindra was asked...\n",
       "994                                                                  Data Analyst at Proziod was asked...\n",
       "995                                  Junior Healthcare Data Analyst at SCIO Health Analytics was asked...\n",
       "996                                  Junior Healthcare Data Analyst at SCIO Health Analytics was asked...\n",
       "997                                                           Associate Data Analyst at Atos was asked...\n",
       "998                                                           Data Analyst at Decision Point was asked...\n",
       "999                                                Data Analyst at Risk Management Solutions was asked...\n",
       "1000                                                               Data Analyst at Media.net was asked...\n",
       "1001                                                               Data Analyst at Media.net was asked...\n",
       "1002                                                                 Data Analyst at vPhrase was asked...\n",
       "1003                                      Senior Financial Data Analyst at Moody's Analytics was asked...\n",
       "1004                                                          Junior Data Analyst at Entytle was asked...\n",
       "1005                                                             Data Analyst at EXL Service was asked...\n",
       "1006                                                 Data Analyst at Nine A Business Connect was asked...\n",
       "1007                                                      Data Analyst at Efftronics Systems was asked...\n",
       "1008                                                             Data Analyst at EXL Service was asked...\n",
       "1009                                                Data Analyst at Decision Resources Group was asked...\n",
       "1010                      Digital Marketing Manager and Data Analyst at Multiplier Solutions was asked...\n",
       "1011                                                 Data Analyst at GyanMatrix Technologies was asked...\n",
       "1012                                                               Data Analyst at TresVista was asked...\n",
       "1013                                                                   Data Analyst at Subex was asked...\n",
       "1014                                                                  Data Analyst at IDEMIA was asked...\n",
       "1015                                                        Data Analyst at The Federal Bank was asked...\n",
       "1016                                                   Lead/Data Analyst Manager at Gramener was asked...\n",
       "1017                                                   Lead/Data Analyst Manager at Gramener was asked...\n",
       "1018                                                   Lead/Data Analyst Manager at Gramener was asked...\n",
       "1019                                                   Lead/Data Analyst Manager at Gramener was asked...\n",
       "1020                                                                Data Analyst at Mu Sigma was asked...\n",
       "1021                                                                Data Analyst at Mu Sigma was asked...\n",
       "1022                                                                Data Analyst at Mu Sigma was asked...\n",
       "1023                                                             Data Analyst at Volvo Group was asked...\n",
       "1024                                                               Data Analyst at BRIDGEi2i was asked...\n",
       "1025                                                               Data Analyst at BRIDGEi2i was asked...\n",
       "1026                                                               Data Analyst at BRIDGEi2i was asked...\n",
       "1027                                                           Big Data Analyst at BRIDGEi2i was asked...\n",
       "1028                                                              Data Analyst at BNY Mellon was asked...\n",
       "1029                                                            Data Analyst at WM Logistics was asked...\n",
       "1030                                                    Data Analyst at LatentView Analytics was asked...\n",
       "1031                                                    Data Analyst at LatentView Analytics was asked...\n",
       "1032                                                                Data Analyst at Actiknow was asked...\n",
       "1033                                                    Data Analyst at LatentView Analytics was asked...\n",
       "1034                                                                 Data Analyst at Genpact was asked...\n",
       "1035                                                                 Data Analyst at Genpact was asked...\n",
       "1036                                                    Data Analyst at LatentView Analytics was asked...\n",
       "1037                                                    Data Analyst at LatentView Analytics was asked...\n",
       "1038                                Data Analyst at Kotak Mahindra Old Mutual Life Insurance was asked...\n",
       "1039                                                 Data Analyst at Newpark Drilling Fluids was asked...\n",
       "1040                                                               Data Analyst at Axis Bank was asked...\n",
       "1041                                                               Data Analyst at Axis Bank was asked...\n",
       "1042                                                         Data Analyst at Ebizon Net Info was asked...\n",
       "1043                                                      Data Analyst at iOPEX Technologies was asked...\n",
       "1044                                                 Data Analyst at Newpark Drilling Fluids was asked...\n",
       "1045                                                 Data Analyst at Newpark Drilling Fluids was asked...\n",
       "1046                                                                   Data Analyst at Wipro was asked...\n",
       "1047                                                                 Data Analyst at Directi was asked...\n",
       "1048                                                               Big Data Analyst at Nokia was asked...\n",
       "1049                                   Junior Data Analyst at Cognizant Technology Solutions was asked...\n",
       "1050                                                     Programmer Data Analyst at Snapdeal was asked...\n",
       "1051                                          Data Analyst at Cognizant Technology Solutions was asked...\n",
       "1052                                                               Big Data Analyst at Nokia was asked...\n",
       "1053                                                             Data Analyst at Morningstar was asked...\n",
       "1054                                            Petroleum Data Analyst at Petrolink Services was asked...\n",
       "1055                            DATA ANALYST and Software Development Engineer at Innoplexus was asked...\n",
       "1056                                                                 Data Analyst at Conviva was asked...\n",
       "1057                                                  Data Analyst at Technosoft Corporation was asked...\n",
       "1058                                                 Operations/Data Analyst at Collegedunia was asked...\n",
       "1059                                                                 Data Analyst at Hotstar was asked...\n",
       "1060                                                  Data Analyst at Technosoft Corporation was asked...\n",
       "1061                                                                 Data Analyst at Rakuten was asked...\n",
       "1062                                                               Data Analyst at ninjacart was asked...\n",
       "1063                                                 Operations/Data Analyst at Collegedunia was asked...\n",
       "1064                                                             Data Analyst at 3i Infotech was asked...\n",
       "1065                                                       Data Analyst at Anonymous Content was asked...\n",
       "1066                                                                 Data Analyst at Conviva was asked...\n",
       "1067                                                       Data Analyst at Anonymous Content was asked...\n",
       "1068                                                              Data Analyst at Ameriprise was asked...\n",
       "1069                                                                Data Analyst at Deloitte was asked...\n",
       "1070                                                                Data Analyst at Deloitte was asked...\n",
       "1071                                                                Data Analyst at NTT DATA was asked...\n",
       "1072                                                                Data Analyst at Deloitte was asked...\n",
       "1073                                                                 Data Analyst at Infosys was asked...\n",
       "1074                                                                 Data Analyst at Urjanet was asked...\n",
       "1075                                                                 Data Analyst at Hotstar was asked...\n",
       "1076                                                             Data Analyst at GlobalLogic was asked...\n",
       "1077                                                             Data Analyst at GlobalLogic was asked...\n",
       "1078                                                             Data Analyst at GlobalLogic was asked...\n",
       "1079                                                             Data Analyst at GlobalLogic was asked...\n",
       "1080                                                             Data Analyst at GlobalLogic was asked...\n",
       "1081                                                                 Data Analyst at Walmart was asked...\n",
       "1082                                                                   Data Analyst at Adobe was asked...\n",
       "1083                                                                    Data Analyst at Citi was asked...\n",
       "1084                                                                    Data Analyst at Citi was asked...\n",
       "1085                                                                Data Analyst at Poshmark was asked...\n",
       "1086                                                                      Data Analyst at G2 was asked...\n",
       "1087                                                Marketing Data Analyst at Bloomberg L.P. was asked...\n",
       "1088                                                          Data Analyst at Bloomberg L.P. was asked...\n",
       "1089                                                             Data Analyst at GlobalLogic was asked...\n",
       "1090                                                          Data Analyst at Bloomberg L.P. was asked...\n",
       "1091                                                Marketing Data Analyst at Bloomberg L.P. was asked...\n",
       "1092                                                             Data Analyst at GlobalLogic was asked...\n",
       "1093                                       Data Analyst/Reporting Analyst at SAGE Publishing was asked...\n",
       "1094                                                                      Data Analyst at G2 was asked...\n",
       "1095                                                                Data Analyst at Quotient was asked...\n",
       "1096                                                                      Data Analyst at EY was asked...\n",
       "1097                                                                      Data Analyst at EY was asked...\n",
       "1098                                                                   Data Analyst at Adobe was asked...\n",
       "1099                                                                 Data Analyst at Walmart was asked...\n",
       "1100                                                                Data Analyst at Poshmark was asked...\n",
       "1101                                                        Associate Data Analyst at Yodlee was asked...\n",
       "1102                                                              Data Analyst at IHS Markit was asked...\n",
       "1103                                                                  Data Analyst at Amazon was asked...\n",
       "1104                                                                     Data Analyst at SAP was asked...\n",
       "1105                                                         Data Analyst at Tiger Analytics was asked...\n",
       "1106                                                             Data Analyst at Evalueserve was asked...\n",
       "1107                                                         Data Analyst at Tiger Analytics was asked...\n",
       "1108                                                  Senior Data Analyst at Tiger Analytics was asked...\n",
       "1109                                                       Associate Data Analyst at Fractal was asked...\n",
       "1110                                                       Associate Data Analyst at Fractal was asked...\n",
       "1111                                                     Senior Data Analyst at Shaw Academy was asked...\n",
       "1112                                                   Data Analyst at Firstsource Solutions was asked...\n",
       "1113                                                  Senior Data Analyst at Tiger Analytics was asked...\n",
       "1114                                                  Junior Data Analyst at Tiger Analytics was asked...\n",
       "1115                                                       Regulatory Data Analyst at AXA XL was asked...\n",
       "1116                                                               Data Analyst at Capgemini was asked...\n",
       "1117                                                      Data Analyst at Placementindia.com was asked...\n",
       "1118                                                       Data Analyst at Crystal Solutions was asked...\n",
       "1119                                                                  Data Analyst at eClerx was asked...\n",
       "1120                                                                 Data Analyst at Pramata was asked...\n",
       "1121                                                   Data Analyst at Vinfinet Technologies was asked...\n",
       "1122                                                             Data Analyst at Nexvisionix was asked...\n",
       "1123                                                                  Data Analyst at eClerx was asked...\n",
       "1124                                                           Financial Data Analyst at CMC was asked...\n",
       "1125                                                Data Analyst at Times Business Solutions was asked...\n",
       "1126                                                                 Data Analyst at In3corp was asked...\n",
       "1127                                                                 Data Analyst at Pramata was asked...\n",
       "1128                                       Research and Data Analyst - II at Opera Solutions was asked...\n",
       "1129                                                          Data Analyst at Penfos Systems was asked...\n",
       "1130                                                      Data Analyst at Apsidata solutions was asked...\n",
       "1131                                              Data Analyst at iGrid Consulting Solutions was asked...\n",
       "1132                                                       Data Analyst at Quantta Analytics was asked...\n",
       "1133                                                           Financial Data Analyst at CMC was asked...\n",
       "1134                                                      Data Analyst at Placementindia.com was asked...\n",
       "1135                                                                 Data Analyst at Pramata was asked...\n",
       "1136                                                          Data Analyst at Penfos Systems was asked...\n",
       "1137                                                  Junior Data Analyst at Learning Spiral was asked...\n",
       "1138                                                                 Data Analyst at Pramata was asked...\n",
       "1139                                                   Data Analyst at Vinfinet Technologies was asked...\n",
       "1140                                                      Data Analyst at Apsidata solutions was asked...\n",
       "1141                                                Data Analyst at Servion Global Solutions was asked...\n",
       "1142                                                      Data Analyst at Sandcube Analytics was asked...\n",
       "1143                                                        Research Data Analyst at Virtusa was asked...\n",
       "1144                                                                     Data Analyst at WNS was asked...\n",
       "1145                                                           Data Analyst at Bharti Airtel was asked...\n",
       "1146                                                            Data Analyst at LogisticsNow was asked...\n",
       "1147                                                          Data Analyst at Gromor Finance was asked...\n",
       "1148                                                        Data Analyst at Nikhil Analytics was asked...\n",
       "1149                                                                   Data Analyst at Shine was asked...\n",
       "1150                                                      Business Data Analyst at PipeCandy was asked...\n",
       "1151                                                               Data Analyst at Analytics was asked...\n",
       "1152                                        Junior Data Analyst at Annik Technology Services was asked...\n",
       "1153                                                           Data Analyst at Bharti Airtel was asked...\n",
       "1154                                                        Senior Data Analyst at Instamojo was asked...\n",
       "1155                                                                  Data Analyst at SKRIBE was asked...\n",
       "1156                                                 Data Analyst at Optimal Strategix Group was asked...\n",
       "1157                                                     Data Analyst at Canopus Infosystems was asked...\n",
       "1158                                                      Data Analyst at McKinsey & Company was asked...\n",
       "1159                                              Data Analyst at iGrid Consulting Solutions was asked...\n",
       "1160                                                          Data Analyst at Gromor Finance was asked...\n",
       "1161                                                          Data Analyst at Aasaanjobs.com was asked...\n",
       "1162                                 Research Data Analyst at S&P Global Market Intelligence was asked...\n",
       "1163                                                       Senior Data Analyst at Ingrainhub was asked...\n",
       "1164                                                                Data Analyst at Flipkart was asked...\n",
       "1165                                                      Business Data Analyst at PipeCandy was asked...\n",
       "1166                                                               Data Analyst at Analytics was asked...\n",
       "1167                                                           Data Analyst at Bharti Airtel was asked...\n",
       "1168                                                        Senior Data Analyst at Instamojo was asked...\n",
       "1169                                                                  Data Analyst at SKRIBE was asked...\n",
       "1170                                                                  Data Analyst at Lahari was asked...\n",
       "1171                                                                   Data Analyst at Surya was asked...\n",
       "1172                                                                   Data Analyst at Surya was asked...\n",
       "1173                                                                   Data Analyst at Surya was asked...\n",
       "1174                                                                  Data Analyst at Myntra was asked...\n",
       "1175                                                Data Analyst at Radiant Global Solutions was asked...\n",
       "1176                                                                 Data Analyst at Virtusa was asked...\n",
       "1177                                                  Senior Data Analyst at ZAPR Media Labs was asked...\n",
       "1178                                     Data Analyst at Polestar Solutions & Services India was asked...\n",
       "1179                                     Data Analyst at Polestar Solutions & Services India was asked...\n",
       "1180                                  Data Analyst at Centre for Digital Financial Inclusion was asked...\n",
       "1181                                                         Data Analyst at ZAPR Media Labs was asked...\n",
       "1182                                                                Data Analyst at Coolsoft was asked...\n",
       "1183                                                                     Data Analyst at WNS was asked...\n",
       "1184                                                   Financial Data Analyst at Atos-Syntel was asked...\n",
       "1185                                               Data Analyst at Christian Medical College was asked...\n",
       "1186                                                          Digital Data Analyst at eClerx was asked...\n",
       "1187                                                      Data Analyst at Sandcube Analytics was asked...\n",
       "1188                               Research Data Analyst at Machwan Communication & Research was asked...\n",
       "1189                               Research Data Analyst at Machwan Communication & Research was asked...\n",
       "1190                                                        Research Data Analyst at Virtusa was asked...\n",
       "1191                                                           Data Analyst at Bharti Airtel was asked...\n",
       "1192                                 Research Data Analyst at S&P Global Market Intelligence was asked...\n",
       "1193                                 Research Data Analyst at S&P Global Market Intelligence was asked...\n",
       "1194                                                        Data Analyst at Nikhil Analytics was asked...\n",
       "1195                                                                   Data Analyst at Shine was asked...\n",
       "1196                                        Junior Data Analyst at Annik Technology Services was asked...\n",
       "1197                                                           Junior Data Analyst at eClerx was asked...\n",
       "1198                                                                Data Analyst at Ideas2IT was asked...\n",
       "1199                                                  Senior Data Analyst at ZAPR Media Labs was asked...\n",
       "1200                                                 Data Analyst/Modeler at Principal Funds was asked...\n",
       "1201                                 Research Data Analyst at S&P Global Market Intelligence was asked...\n",
       "1202                                                                  Data Analyst at Axtria was asked...\n",
       "1203                                                         Data Analyst at Unknown Planner was asked...\n",
       "1204                                                     Data Analyst at Fragma Data Systems was asked...\n",
       "1205                                                                  Data Analyst at Khoros was asked...\n",
       "1206                                                                  Data Analyst at Cyient was asked...\n",
       "1207                                                   Data Analyst at Digital Impact Square was asked...\n",
       "1208                                                   Data Analyst at IDeaS - A SAS Company was asked...\n",
       "1209                                                           Data Analyst at Goldman Sachs was asked...\n",
       "1210                                                                 Data Analyst at Enquero was asked...\n",
       "1211                                                                 Data Analyst at Enquero was asked...\n",
       "1212                                                                     Data Analyst at LTI was asked...\n",
       "1213                                                                     Data Analyst at GfK was asked...\n",
       "1214                                                          Associate Data Analyst at Atos was asked...\n",
       "1215                                                          Data Analyst at Decision Point was asked...\n",
       "1216                                                                   Data Analyst at Ipsos was asked...\n",
       "1217                                                               Data Analyst at Media.net was asked...\n",
       "1218                                                           Data Analyst at Hansa Cequity was asked...\n",
       "1219                                                             Data Analyst at EOX Vantage was asked...\n",
       "1220                                                             Data Analyst at EOX Vantage was asked...\n",
       "1221                                                                    Data Analyst at BASF was asked...\n",
       "1222                                                              Senior Data Analyst at JLL was asked...\n",
       "1223                                                       Data Analyst at Moody's Analytics was asked...\n",
       "1224                                                        Data Analyst at Maxim Integrated was asked...\n",
       "1225                                                             Data Analyst at EXL Service was asked...\n",
       "1226                                                             Data Analyst at EXL Service was asked...\n",
       "1227                                                Data Analyst at Unilog Content Solutions was asked...\n",
       "1228                                                      Data Analyst at HDFC Standard Life was asked...\n",
       "1229                                                  Data Analyst at Royal Bank of Scotland was asked...\n",
       "1230                                                                   Data Analyst at Aditi was asked...\n",
       "1231                                                               Data Analyst at TresVista was asked...\n",
       "1232                                                  Data Analyst at Royal Bank of Scotland was asked...\n",
       "1233                                                             Data Analyst at GroundTruth was asked...\n",
       "1234                                                                Data Analyst at Mu Sigma was asked...\n",
       "1235                                                                Data Analyst at Mu Sigma was asked...\n",
       "1236                                                                Data Analyst at Mu Sigma was asked...\n",
       "1237                                                                Data Analyst at Mu Sigma was asked...\n",
       "1238                                                                Data Analyst at Mu Sigma was asked...\n",
       "1239                                                                Data Analyst at Mu Sigma was asked...\n",
       "1240                                                                Data Analyst at Mu Sigma was asked...\n",
       "1241                                                                Data Analyst at Mu Sigma was asked...\n",
       "1242                                                               Data Analyst at Intelenet was asked...\n",
       "1243                                                                Data Analyst at Mu Sigma was asked...\n",
       "1244                                                                Data Analyst at Mu Sigma was asked...\n",
       "1245                                                                Data Analyst at Mu Sigma was asked...\n",
       "1246                                                                Data Analyst at Mu Sigma was asked...\n",
       "1247                                                                Data Analyst at Mu Sigma was asked...\n",
       "1248                                                                Data Analyst at Mu Sigma was asked...\n",
       "1249                                           Junior Data Analyst at Shore Group Associates was asked...\n",
       "1250                                                                Data Analyst at Mu Sigma was asked...\n",
       "1251                                                                Data Analyst at Mu Sigma was asked...\n",
       "1252                                        Data Analyst at Interra Information Technologies was asked...\n",
       "1253                                                               Data Analyst at BRIDGEi2i was asked...\n",
       "1254                                                               Data Analyst at BRIDGEi2i was asked...\n",
       "1255                                                               Data Analyst at BRIDGEi2i was asked...\n",
       "1256                                                               Data Analyst at BRIDGEi2i was asked...\n",
       "1257                                                               Data Analyst at BRIDGEi2i was asked...\n",
       "1258                                                    Data Analyst at LatentView Analytics was asked...\n",
       "1259                                                    Data Analyst at LatentView Analytics was asked...\n",
       "1260                                                             Data Analyst at FE fundinfo was asked...\n",
       "1261                                                    Data Analyst at LatentView Analytics was asked...\n",
       "1262                                                          Data Analyst at Elucidata (MA) was asked...\n",
       "1263                                                             Data Analyst at FE fundinfo was asked...\n",
       "1264                                                            Senior Data Analyst at NSEiT was asked...\n",
       "1265                                                    Data Analyst at LatentView Analytics was asked...\n",
       "1266                                                                 Data Analyst at Genpact was asked...\n",
       "1267                                                     Research Data Analyst at S&P Global was asked...\n",
       "1268                                                     Research Data Analyst at S&P Global was asked...\n",
       "1269                                                    Data Analyst at LatentView Analytics was asked...\n",
       "1270                                               Senior Data Analyst at Reachout Analytics was asked...\n",
       "1271                                                     Research Data Analyst at S&P Global was asked...\n",
       "1272                                                      Data Analyst at Empower Retirement was asked...\n",
       "1273                                                              Data Analyst at CDK Global was asked...\n",
       "1274                                                               Data Analyst at ValueLabs was asked...\n",
       "1275                                           Financial Data Analyst at Moody's Corporation was asked...\n",
       "1276                                                       Data Analyst at HERE Technologies was asked...\n",
       "1277                                                                   Data Analyst at Wipro was asked...\n",
       "1278                                                    Research Data Analyst at Morningstar was asked...\n",
       "1279                                                              Data Analyst at L Connectt was asked...\n",
       "1280                                                                    Data Analyst at IIFL was asked...\n",
       "1281                                            Data Analyst at Neeyamo Enterprise Solutions was asked...\n",
       "1282                                                                 Data Analyst at Enverus was asked...\n",
       "1283                                                                 Data Analyst at Enverus was asked...\n",
       "1284                                                            Data Analyst at Walmart Labs was asked...\n",
       "1285                                                               Data Analyst at Axis Bank was asked...\n",
       "1286                                                                    Data Analyst at Ugam was asked...\n",
       "1287                                                    Research Data Analyst at Morningstar was asked...\n",
       "1288                                                 Associate Data Analyst at ZS Associates was asked...\n",
       "1289                                                                    Data Analyst at Ugam was asked...\n",
       "1290                                                                 Data Analyst at Hotstar was asked...\n",
       "1291                                                               Data Analyst at ninjacart was asked...\n",
       "1292                                                               Data Analyst at ninjacart was asked...\n",
       "1293                                                               Data Analyst at ninjacart was asked...\n",
       "1294                                                          Senior Data Analyst at Kabbage was asked...\n",
       "1295                                                                    Data Analyst at MSCI was asked...\n",
       "1296                                                             Data Analyst at XL Dynamics was asked...\n",
       "1297                                                                     Data Analyst at IBM was asked...\n",
       "1298                                                                 Data Analyst at Xoriant was asked...\n",
       "1299                                                           Data Analyst at ZS Associates was asked...\n",
       "1300                                                            Data Analyst at Walmart Labs was asked...\n",
       "1301                                                              Data Analyst at CDK Global was asked...\n",
       "1302                                           Financial Data Analyst at Moody's Corporation was asked...\n",
       "1303                                            Data Analyst at Neeyamo Enterprise Solutions was asked...\n",
       "1304                                               Senior Data Analyst at Sportz Interactive was asked...\n",
       "1305                                                 Associate Data Analyst at ZS Associates was asked...\n",
       "1306                                                                 Data Analyst at Enverus was asked...\n",
       "1307                                                                 Data Analyst at Enverus was asked...\n",
       "1308                                                               Data Analyst at dunnhumby was asked...\n",
       "1309                                                                    Data Analyst at Zoho was asked...\n",
       "1310                                                          Data Analyst at TheMathCompany was asked...\n",
       "1311                                                                Data Analyst at Deloitte was asked...\n",
       "1312                                                                Data Analyst at Deloitte was asked...\n",
       "1313                                                                 Data Analyst at Urjanet was asked...\n",
       "1314                                                                 Data Analyst at Urjanet was asked...\n",
       "1315                                                                   Data Analyst at Zycus was asked...\n",
       "1316                                                          Data Analyst at Morgan Stanley was asked...\n",
       "1317                                                                 Data Analyst at Urjanet was asked...\n",
       "1318                                                          Data Analyst at TheMathCompany was asked...\n",
       "1319                                                                Data Analyst at Deloitte was asked...\n",
       "1320                                                                    Data Analyst at KPMG was asked...\n",
       "1321                                                          Big Data Analyst at TO THE NEW was asked...\n",
       "1322                                                                     Data Analyst at IBM was asked...\n",
       "1323                                                  Business Analyst/Data Analyst at Evive was asked...\n",
       "1324                                                          Data Analyst at Morgan Stanley was asked...\n",
       "1325                                                      Data Analyst at Centric Consulting was asked...\n",
       "1326                                                                 Data Analyst at Walmart was asked...\n",
       "1327                                                                      Data Analyst at EY was asked...\n",
       "1328                                                              Master Data Analyst at AIG was asked...\n",
       "1329                                                                 Data Analyst at Xoriant was asked...\n",
       "1330                                                             Data Analyst at GlobalLogic was asked...\n",
       "1331                                                             Data Analyst at Capital One was asked...\n",
       "1332                                                               Data Analyst at Clarivate was asked...\n",
       "1333                                                                 Data Analyst at Epsilon was asked...\n",
       "1334                                                                 Data Analyst at Epsilon was asked...\n",
       "1335                                                              Data Analyst II at Epsilon was asked...\n",
       "1336                                                             Data Analyst at Capital One was asked...\n",
       "1337                                                                  Data Analyst at Target was asked...\n",
       "1338                                                  Business Analyst/Data Analyst at Evive was asked...\n",
       "1339                                                      Data Analyst at Centric Consulting was asked...\n",
       "1340                                                             Data Analyst at GlobalLogic was asked...\n",
       "1341                                                              Master Data Analyst at AIG was asked...\n",
       "1342                                                                      Data Analyst at EY was asked...\n",
       "1343                                                                      Data Analyst at EY was asked...\n",
       "1344                                                                 Data Analyst at Walmart was asked...\n",
       "1345                                                             Data Analyst at CenturyLink was asked...\n",
       "1346                                                                  Data Analyst at Amazon was asked...\n",
       "1347                                                  Senior Data Analyst at Thomson Reuters was asked...\n",
       "1348                                                                Data Analyst at Poshmark was asked...\n",
       "1349                                                                  Data Analyst at Amazon was asked...\n",
       "1350                                                                  Data Analyst at Amazon was asked...\n",
       "1351                                                      Data Analyst at UnitedHealth Group was asked...\n",
       "1352                                                      Data Analyst at UnitedHealth Group was asked...\n",
       "1353                                                              Data Analyst at Bookmyshow was asked...\n",
       "1354                                                      Data Analyst at UnitedHealth Group was asked...\n",
       "1355                                                  Senior Data Analyst at Thomson Reuters was asked...\n",
       "1356                                                             Data Analyst at CenturyLink was asked...\n",
       "1357                                                                  Data Analyst at Amazon was asked...\n",
       "1358                                                               Data Analyst at Capgemini was asked...\n",
       "1359                              Transaction Processing Associate/Data Analyst at Accenture was asked...\n",
       "1360                                                                 Data Analyst at Fractal was asked...\n",
       "1361                                                               Data Analyst at Capgemini was asked...\n",
       "1362                                                          Data Analyst at The Smart Cube was asked...\n",
       "1363                                                                  Data Analyst at Orange was asked...\n",
       "1364                                                                 Data Analyst at Bidgely was asked...\n",
       "1365                                                      Data Analyst at McKinsey & Company was asked...\n",
       "1366                                                      Data Analyst at McKinsey & Company was asked...\n",
       "1367                                                      Data Analyst at McKinsey & Company was asked...\n",
       "1368                                               Big Data Analyst at Eli Lilly and Company was asked...\n",
       "1369                                                       Data Analyst at Quantta Analytics was asked...\n",
       "1370                                              Data Analyst at Datamatics Global Services was asked...\n",
       "1371                                                                Data Analyst at Teletext was asked...\n",
       "1372                                                          Data Analyst at iKen Solutions was asked...\n",
       "1373                                                      Data Analyst at Sandcube Analytics was asked...\n",
       "1374                                                               Data Analyst at Sailotech was asked...\n",
       "1375                                                                 Data Analyst at Bidgely was asked...\n",
       "1376                                                                   Data Analyst at POPxo was asked...\n",
       "1377                                                                   Data Analyst at Atlan was asked...\n",
       "1378                                                      Data Analyst at Sandcube Analytics was asked...\n",
       "1379                                                               Data Analyst at Quantiphi was asked...\n",
       "1380                                                             Big Data Analyst at Cogneau was asked...\n",
       "1381                                                      Data Analyst at Sandcube Analytics was asked...\n",
       "1382                                                      Data Analyst at Sandcube Analytics was asked...\n",
       "1383                                                                Data Analyst at Mindtree was asked...\n",
       "1384                                                                Data Analyst at Mindtree was asked...\n",
       "1385                                 Research Data Analyst at S&P Global Market Intelligence was asked...\n",
       "1386                                                           Data Analyst at evive (India) was asked...\n",
       "1387                                                   Data Analyst at E2E Research Services was asked...\n",
       "1388                                                               Data Analyst at Clicbrics was asked...\n",
       "1389                                        Data Analyst at E&S Soluções em Telecomunicações was asked...\n",
       "1390                                                              Data Analyst at HiringWare was asked...\n",
       "1391                                                          Data Analyst at The Smart Cube was asked...\n",
       "1392                                                     SQL Server Data Analyst at Mindtree was asked...\n",
       "1393                          Applies for Data Analyst Got Da Job Offer From Nakuri at Packt was asked...\n",
       "1394                                                        Data Analyst at AKC Data Systems was asked...\n",
       "1395                                                   Junior Data Analyst at Value Research was asked...\n",
       "1396                                            Data Analyst at ABCO Advisory Services India was asked...\n",
       "1397                                                           Data Analyst at Kreata Global was asked...\n",
       "1398                                                           Senior Data Analyst at KNOEMA was asked...\n",
       "1399                                                   Data Analyst at Cogent Data Solutions was asked...\n",
       "1400                                                            Data Analyst at insAnalytics was asked...\n",
       "1401                                                                  Data Analyst at eClerx was asked...\n",
       "1402                                                      Data Analyst at Sandcube Analytics was asked...\n",
       "1403                                                     Data Analyst at Acrotrend Solutions was asked...\n",
       "1404                                                          Data Analyst at Fiction 2 Fact was asked...\n",
       "1405                                               Data Analyst at Knowlarity Communications was asked...\n",
       "1406                                               Data Analyst at Mckinsey Knowledge Center was asked...\n",
       "1407                                                  Senior Data Analyst at ZAPR Media Labs was asked...\n",
       "1408                                                                Data Analyst at Flipkart was asked...\n",
       "1409                                                          Data Analyst at SRS Consulting was asked...\n",
       "1410                                                                  Data Analyst at eClerx was asked...\n",
       "1411                                                     Data Analyst at Acrotrend Solutions was asked...\n",
       "1412                                                          Data Analyst at Fiction 2 Fact was asked...\n",
       "1413                                                                Data Analyst at Indegene was asked...\n",
       "1414                                                             Data Analyst at Infosys BPM was asked...\n",
       "1415                                               Junior Data Analyst at McKinsey & Company was asked...\n",
       "1416                                                                  Data Analyst at Emplay was asked...\n",
       "1417                                                            Data Analyst at MaxVal Group was asked...\n",
       "1418                                                            Data Analyst at MaxVal Group was asked...\n",
       "1419                                                            Data Analyst at Safe Express was asked...\n",
       "1420                                    Data Analyst at IDS (International Decision Systems) was asked...\n",
       "1421                                                          Data Analyst at The Smart Cube was asked...\n",
       "1422                                               Data Analyst at Annik Technology Services was asked...\n",
       "1423                                                   Junior Data Analyst at Value Research was asked...\n",
       "1424                                                      Data Analyst at Sandcube Analytics was asked...\n",
       "1425                                                            Data Analyst at MaxVal Group was asked...\n",
       "1426                                                            Data Analyst at MaxVal Group was asked...\n",
       "1427                                                           Data Analyst at evive (India) was asked...\n",
       "1428                                                   Data Analyst at E2E Research Services was asked...\n",
       "1429                                                               Data Analyst at Clicbrics was asked...\n",
       "1430                                        Data Analyst at E&S Soluções em Telecomunicações was asked...\n",
       "1431                                                            Data Analyst at Safe Express was asked...\n",
       "1432                                                               Data Analyst at Thorogood was asked...\n",
       "1433                                                    Data Analyst at Pacecom Technologies was asked...\n",
       "1434                                                          Data Analyst at R.R. Donnelley was asked...\n",
       "1435                                                           Data Analyst at Business Brio was asked...\n",
       "1436                                                       Data Analyst at Hupp Technologies was asked...\n",
       "1437                                                                   Data Analyst at Surya was asked...\n",
       "1438                                                  Senior Data Analyst at ZAPR Media Labs was asked...\n",
       "1439                                                                  Data Analyst at Axtria was asked...\n",
       "1440                                                    Data Analyst at Pacecom Technologies was asked...\n",
       "1441                                                          Data Analyst at R.R. Donnelley was asked...\n",
       "1442                                                           Data Analyst at Business Brio was asked...\n",
       "1443                                                       Data Analyst at Hupp Technologies was asked...\n",
       "1444                                                 Data Analyst at Truven Health Analytics was asked...\n",
       "1445                                                                   Data Analyst at Surya was asked...\n",
       "1446                                                                Data Analyst at Flipkart was asked...\n",
       "1447                                                  Senior Data Analyst at ZAPR Media Labs was asked...\n",
       "1448                                                               Data Analyst at Wunderman was asked...\n",
       "1449                                                                  Data Analyst at Axtria was asked...\n",
       "1450                                                 Data Analyst at Truven Health Analytics was asked...\n",
       "1451                                                                Data Analyst at Indegene was asked...\n",
       "1452                                                            Data Analyst at LogisticsNow was asked...\n",
       "1453                                                      Big Data Analyst at Evolent Health was asked...\n",
       "1454                                                    Data Analyst at Applied Data Finance was asked...\n",
       "1455                                                    Data Analyst at Applied Data Finance was asked...\n",
       "1456                                                    Data Analyst at Applied Data Finance was asked...\n",
       "1457                                                            Data Analyst at FirstCry com was asked...\n",
       "1458                                                     Data Analyst at Reliance Industries was asked...\n",
       "1459                                            Business Data Analyst at Reliance Industries was asked...\n",
       "1460                                                                Data Analyst at Econship was asked...\n",
       "1461                                                         Data Analyst at MCA Engineering was asked...\n",
       "1462                                                                   Data Analyst at Unbxd was asked...\n",
       "1463                                                           Data Analyst at HSBC Holdings was asked...\n",
       "1464                                                     Business Data Analyst at Merilytics was asked...\n",
       "1465                                                           Data Analyst at HSBC Holdings was asked...\n",
       "1466                                                               Data Analyst at Baysquare was asked...\n",
       "1467                                                               Data Analyst at Baysquare was asked...\n",
       "1468                                                               Data Analyst at Baysquare was asked...\n",
       "1469                                                     Data Analyst at Zen3 Info Solutions was asked...\n",
       "1470                                                                     Data Analyst at GfK was asked...\n",
       "1471                                                                   Data Analyst at Ipsos was asked...\n",
       "1472                                 Junior Healthcare Data Analyst at SCIO Health Analytics was asked...\n",
       "1473                                                                    Data Analyst at Atos was asked...\n",
       "1474                                                          Data Analyst at Decision Point was asked...\n",
       "1475                                                          Data Analyst at Decision Point was asked...\n",
       "1476                                                 Data Analyst at Penna Cement Industries was asked...\n",
       "1477                                                                  Data Analyst at Belong was asked...\n",
       "1478                                                       Data Analyst at Awign Enterprises was asked...\n",
       "1479                                               Data Analyst at Risk Management Solutions was asked...\n",
       "1480                                Data Scientist/Data Analyst/Product Developer at Arcadis was asked...\n",
       "1481                                               Data Analyst at Risk Management Solutions was asked...\n",
       "1482                                                           Data Analyst at Hansa Cequity was asked...\n",
       "1483                                                           Data Analyst at Hansa Cequity was asked...\n",
       "1484                                                             Data Analyst at Serco Group was asked...\n",
       "1485                                                             Data Analyst at Serco Group was asked...\n",
       "1486                                                       Data Analyst at Moody's Analytics was asked...\n",
       "1487                                                      Senior Data Analyst at EXL Service was asked...\n",
       "1488                                                              Data Analyst at ExxonMobil was asked...\n",
       "1489                                                             Data Analyst at EXL Service was asked...\n",
       "1490                      Digital Marketing Manager and Data Analyst at Multiplier Solutions was asked...\n",
       "1491                                                       Trainee Data Analyst at Elixir CT was asked...\n",
       "1492                                                              Data Analyst at CitiusTech was asked...\n",
       "1493                                                               Data Analyst at TresVista was asked...\n",
       "1494                                                      Data Analyst at Crest Data Systems was asked...\n",
       "1495                                                Data Analyst at Motilal Oswal Securities was asked...\n",
       "1496                                                        Data Analyst at Ducima Analytics was asked...\n",
       "1497                                                Data Analyst at Motilal Oswal Securities was asked...\n",
       "1498                                               Data Analyst at SS Supply Chain Solutions was asked...\n",
       "1499                                                                 Data Analyst at iQuanti was asked...\n",
       "1500                                                   Lead/Data Analyst Manager at Gramener was asked...\n",
       "1501                                                            Data Analyst at XYZ (Turkey) was asked...\n",
       "1502                                                        Trainee Data Analyst at Mu Sigma was asked...\n",
       "1503                                                                 Data Analyst at iQuanti was asked...\n",
       "1504                                                                 Data Analyst at iQuanti was asked...\n",
       "1505                                           Data Analyst at Cogencis Information Services was asked...\n",
       "1506                                                                Data Analyst at Mu Sigma was asked...\n",
       "1507                                                                Data Analyst at Mu Sigma was asked...\n",
       "1508                                                                Data Analyst at Mu Sigma was asked...\n",
       "1509                                                                Data Analyst at Mu Sigma was asked...\n",
       "1510                                                               Data Analyst at BRIDGEi2i was asked...\n",
       "1511                                                               Data Analyst at BRIDGEi2i was asked...\n",
       "1512                                                               Data Analyst at BRIDGEi2i was asked...\n",
       "1513                                                                    Data Analyst at NITS was asked...\n",
       "1514                                               Data Analyst at Tata Consultancy Services was asked...\n",
       "1515                                                    Data Analyst at LatentView Analytics was asked...\n",
       "1516                                                    Data Analyst at LatentView Analytics was asked...\n",
       "1517                                                    Data Analyst at LatentView Analytics was asked...\n",
       "1518                                                             Data Analyst at FE fundinfo was asked...\n",
       "1519                                                                 Data Analyst at Genpact was asked...\n",
       "1520                                                             Data Analyst at FE fundinfo was asked...\n",
       "1521                                                    Data Analyst at LatentView Analytics was asked...\n",
       "1522                                                                  Data Analyst at Vishal was asked...\n",
       "1523                                                     Research Data Analyst at S&P Global was asked...\n",
       "1524                                                              Data Analyst at BNY Mellon was asked...\n",
       "1525                                                             Data Analyst at FE fundinfo was asked...\n",
       "1526                                                    Data Analyst at LatentView Analytics was asked...\n",
       "1527                                                    Data Analyst at LatentView Analytics was asked...\n",
       "1528                                                                  Data Analyst at NetApp was asked...\n",
       "1529                                                    Data Analyst at LatentView Analytics was asked...\n",
       "1530                                                    Data Analyst at LatentView Analytics was asked...\n",
       "1531                                                             Data Analyst at FE fundinfo was asked...\n",
       "1532                                                     Research Data Analyst at S&P Global was asked...\n",
       "1533                                          Data Analyst at Cognizant Technology Solutions was asked...\n",
       "1534                                          Data Analyst at Cognizant Technology Solutions was asked...\n",
       "1535                                          Data Analyst at Cognizant Technology Solutions was asked...\n",
       "1536                                          Data Analyst at Cognizant Technology Solutions was asked...\n",
       "1537                                                                   Data Analyst at Wipro was asked...\n",
       "1538                                                                Data Analyst at Snapdeal was asked...\n",
       "1539                                                                  Data Analyst at Kantar was asked...\n",
       "1540                                          Data Analyst at Cognizant Technology Solutions was asked...\n",
       "1541                                          Data Analyst at Cognizant Technology Solutions was asked...\n",
       "1542                                            Petroleum Data Analyst at Petrolink Services was asked...\n",
       "1543                                                           Data Analyst at ZS Associates was asked...\n",
       "1544                                                              Data Analyst at Inteliment was asked...\n",
       "1545                                                  Applied for Data Analyst at Inteliment was asked...\n",
       "1546                                                      Data Analyst at TransOrg Analytics was asked...\n",
       "1547                                                                  Data Analyst at Kantar was asked...\n",
       "1548                                            Petroleum Data Analyst at Petrolink Services was asked...\n",
       "1549                                          Data Analyst at The United States Pharmacopeia was asked...\n",
       "1550                                                               Data Analyst at Info Edge was asked...\n",
       "1551                                                                 Data Analyst at Hotstar was asked...\n",
       "1552                                                       Data Analyst at Anonymous Content was asked...\n",
       "1553                                                                Data Analyst at Novartis was asked...\n",
       "1554                                                                Data Analyst at Novartis was asked...\n",
       "1555                                                               Data Analyst at HDFC Bank was asked...\n",
       "1556                                               Senior Data Analyst at Sportz Interactive was asked...\n",
       "1557                                                                     Data Analyst at QL2 was asked...\n",
       "1558                                                  Data Analyst at Technosoft Corporation was asked...\n",
       "1559                                                                   Data Analyst at Evive was asked...\n",
       "1560                                                                Data Analyst at Deloitte was asked...\n",
       "1561                                                                   Data Analyst at Evive was asked...\n",
       "1562                                                                 Data Analyst at Epsilon was asked...\n",
       "1563                                                                 Data Analyst at Nielsen was asked...\n",
       "1564                                                       Services Data Analyst at NTT Ltd. was asked...\n",
       "1565                                                                  Data Analyst at Fiserv was asked...\n",
       "1566                                                                    Data Analyst at Citi was asked...\n",
       "1567                                                                      Data Analyst at EY was asked...\n",
       "1568                                                                      Data Analyst at EY was asked...\n",
       "1569                                                                  Data Analyst at Amazon was asked...\n",
       "1570                                                             Data Analyst at Capital One was asked...\n",
       "1571                                                                 Data Analyst at Epsilon was asked...\n",
       "1572                                                                  Data Analyst at Target was asked...\n",
       "1573                                                   Market Data Analyst at Bloomberg L.P. was asked...\n",
       "1574                                                       Services Data Analyst at NTT Ltd. was asked...\n",
       "1575                                                                   Data Analyst at IQVIA was asked...\n",
       "1576                                                                  Data Analyst at Fiserv was asked...\n",
       "1577                                                                     Data Analyst at PwC was asked...\n",
       "1578                                                                     Data Analyst at AIG was asked...\n",
       "1579                                                                    Data Analyst at Citi was asked...\n",
       "1580                                                       Data Analyst at Anonymous Content was asked...\n",
       "1581                                                                Data Analyst at Novartis was asked...\n",
       "1582                                                                     Data Analyst at PwC was asked...\n",
       "1583                                                                      Data Analyst at EY was asked...\n",
       "1584                                                   Market Data Analyst at Bloomberg L.P. was asked...\n",
       "1585                                                                 Data Analyst at Epsilon was asked...\n",
       "1586                                                                 Data Analyst at Epsilon was asked...\n",
       "1587                                                                 Data Analyst at Epsilon was asked...\n",
       "1588                                                             Data Analyst at Capital One was asked...\n",
       "1589                                                                  Data Analyst at Harris was asked...\n",
       "1590                                                               Data Analyst at Protiviti was asked...\n",
       "1591                                                          Data Analyst at DXC Technology was asked...\n",
       "1592                                                                 Data Analyst at Nielsen was asked...\n",
       "1593                                                      Sourcing Data Analyst at Accenture was asked...\n",
       "1594                                                           Data Analyst at Futures First was asked...\n",
       "1595                                                               Data Analyst at Capgemini was asked...\n",
       "1596                                                                    Data Analyst at Ugam was asked...\n",
       "1597                                                                    Data Analyst at Ugam was asked...\n",
       "Name: Company, dtype: object"
      ]
     },
     "execution_count": 128,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df['Company']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 135,
   "metadata": {},
   "outputs": [],
   "source": [
    "df['Company'] = df['Company'].str.replace('Data Scientist', '')\n",
    "df['Company'] = df['Company'].str.replace('was asked...', '')\n",
    "df['Company'] = df['Company'].str.replace('Associate', '')\n",
    "df['Company'] = df['Company'].str.replace('at', '')\n",
    "df['Company'] = df['Company'].str.replace('Junior', '')\n",
    "df['Company'] = df['Company'].str.replace('Data Science', '')\n",
    "df['Company'] = df['Company'].str.replace('Entry', '')\n",
    "df['Company'] = df['Company'].str.replace('Level', '')\n",
    "df['Company'] = df['Company'].str.replace('Senior', '')\n",
    "df['Company'] = df['Company'].str.replace('Da Science', '')\n",
    "df['Company'] = df['Company'].str.replace('Business', '')\n",
    "df['Company'] = df['Company'].str.replace('Analyst', '')\n",
    "df['Company'] = df['Company'].str.replace('Engineer ', '')\n",
    "df['Company'] = df['Company'].str.replace('Lead', '')\n",
    "df['Company'] = df['Company'].str.replace('/', '')\n",
    "df['Company'] = df['Company'].str.replace('Specialist', '')\n",
    "df['Company'] = df['Company'].str.replace('Python', '')\n",
    "df['Company'] = df['Company'].str.replace('ML', '')\n",
    "df['Company'] = df['Company'].str.replace('Technical Staff', '')\n",
    "df['Company'] = df['Company'].str.replace('Member', '')\n",
    "df['Company'] = df['Company'].str.replace('Vice President', '')\n",
    "df['Company'] = df['Company'].str.replace('Progammar  ', '')\n",
    "df['Company'] = df['Company'].str.replace('Nural Language ProcessingMachine LearningText Mining', '')\n",
    "df['Company'] = df['Company'].str.replace('Machine Learning', '')  \n",
    "df['Company'] = df['Company'].str.replace('and Analytics', '')\n",
    "df['Company'] = df['Company'].str.replace('Trainee', '')  \n",
    "df['Company'] = df['Company'].str.replace('of -', '')  \n",
    "df['Company'] = df['Company'].str.replace('For ', '') \n",
    "df['Company'] = df['Company'].str.replace('Staff', '')\n",
    "df['Company'] = df['Company'].str.replace('Quality Assessment ', '')\n",
    "df['Company'] = df['Company'].str.replace('Fellow', '')\n",
    "df['Company'] = df['Company'].str.replace('Product Innovion', '')\n",
    "df['Company'] = df['Company'].str.replace('- IT', '')\n",
    "df['Company'] = df['Company'].str.replace('Consultant', '') \n",
    "df['Company'] = df['Company'].str.replace('Executive', '')    \n",
    "df['Company'] = df['Company'].str.replace('Clinical', '')    \n",
    "df['Company'] = df['Company'].str.replace('-', '')      \n",
    "df['Company'] = df['Company'].str.replace('Manager', '')\n",
    "df['Company'] = df['Company'].str.replace('Da', '')\n",
    "df['Company'] = df['Company'].str.replace('Research', '')\n",
    "df['Company'] = df['Company'].str.replace('Big', '')    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 136,
   "metadata": {},
   "outputs": [],
   "source": [
    "df['Company'] = df['Company'].str.strip() "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 137,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0                                  Acuverco Pharmaceuticals\n",
       "1                                                      Zoho\n",
       "2                                   Arzenovo Pharmaceutical\n",
       "3                                                     Modak\n",
       "4                                               GlobalLogic\n",
       "5                                    and    Opera Solutions\n",
       "6                                                 BRIDGEi2i\n",
       "7                                                 BRIDGEi2i\n",
       "8                                                      Zoho\n",
       "9                           Freshers  Nash Ventures (India)\n",
       "10                                                 Tredence\n",
       "11                                                    Zycus\n",
       "12                                                 Alphonso\n",
       "13                              Cogencis Informion Services\n",
       "14                                     Course5 Intelligence\n",
       "15                                                     Zoho\n",
       "16                                                     Zoho\n",
       "17                                  Arzenovo Pharmaceutical\n",
       "18                                              FE fundinfo\n",
       "19                                     Pena4 Tech Solutions\n",
       "20                                                      OYO\n",
       "21                                                 Deloitte\n",
       "22                                              GlobalLogic\n",
       "23                                     Aptroid Technologies\n",
       "24                                         Gauge  Solutions\n",
       "25                                                  Groupon\n",
       "26                                                   Google\n",
       "27                                                  Theorem\n",
       "28                                           The Smart Cube\n",
       "29                                Annik Technology Services\n",
       "30                                       McKinsey & Company\n",
       "31                                                 A3logics\n",
       "32                                Annik Technology Services\n",
       "33                                Annik Technology Services\n",
       "34                                           The Smart Cube\n",
       "35                                                Certinion\n",
       "36                                         Rudder Analytics\n",
       "37                                          Rocket Kommerce\n",
       "38                                                Obsessory\n",
       "39                                        Financial    ZenQ\n",
       "40                                             Bytech India\n",
       "41                                 The Morning Star Company\n",
       "42                          ReWise Analytics & Technologies\n",
       "43                                              Spice Money\n",
       "44                                                 Indegene\n",
       "45                                        Financial    ZenQ\n",
       "46                                                etributes\n",
       "47                         MedLife Pharmacy and Compounding\n",
       "48                                          Paisabazaar.com\n",
       "49                                                 Mindtree\n",
       "50                                     Deluxe Entertainment\n",
       "51                      Scientific    Molecular Connections\n",
       "52                                                      TCS\n",
       "53                                   Lentenics Technologies\n",
       "54                   Centre for Digital Financial Inclusion\n",
       "55                                Mckinsey Knowledge Center\n",
       "56                                           Panacea Biotec\n",
       "57                                                  Arcadix\n",
       "58                                            Tech Mahindra\n",
       "59                                                Unifytech\n",
       "60                                            Tech Mahindra\n",
       "61                                            Tech Mahindra\n",
       "62                                         Vaibhav Software\n",
       "63                                     Cloud    CipherCloud\n",
       "64                                              EXL Service\n",
       "65                                              EXL Service\n",
       "66                                              EXL Service\n",
       "67                                 Unilog Content Solutions\n",
       "68                                     Multiplier Solutions\n",
       "69                                   Sovereign Health Group\n",
       "70                                 Unilog Content Solutions\n",
       "71                                                BRIDGEi2i\n",
       "72                              Cogencis Informion Services\n",
       "73                                       Schneider Electric\n",
       "74                                                BRIDGEi2i\n",
       "75                                       LentView Analytics\n",
       "76                                                Securonix\n",
       "77                                               S&P Global\n",
       "78                                              FullContact\n",
       "79                                                  Genpact\n",
       "80                                  Ta Consultancy Services\n",
       "81                                  Newpark Drilling Fluids\n",
       "82                                                Info Edge\n",
       "83                                Aakash Educional Services\n",
       "84                           Cognizant Technology Solutions\n",
       "85                                                  Hotstar\n",
       "86                                                     KPMG\n",
       "87                                             Collegedunia\n",
       "88                                                 TSystems\n",
       "89                                                      IBM\n",
       "90                                             Collegedunia\n",
       "91                                                   BYJU'S\n",
       "92                                                  Infosys\n",
       "93                                         HCL Technologies\n",
       "94                                                  Infosys\n",
       "95                                                 TSystems\n",
       "96                                                      IBM\n",
       "97                                                 Deloitte\n",
       "98                                               Concentrix\n",
       "99                                              GlobalLogic\n",
       "100                                             GlobalLogic\n",
       "101                                             GlobalLogic\n",
       "102                                               Capgemini\n",
       "103                                               Capgemini\n",
       "104                                             CenturyLink\n",
       "105                                                 Nielsen\n",
       "106                                         GIS    Facebook\n",
       "107                                                 Fractal\n",
       "108                                              IKS Health\n",
       "109                                                  Mapbox\n",
       "110                                                Flipkart\n",
       "111                                          Neal Analytics\n",
       "112                         Freshers  Nash Ventures (India)\n",
       "113                                       Paradigm Infotech\n",
       "114                                             J.P. Morgan\n",
       "115                                                  Mapbox\n",
       "116                          Sankhyana Consultancy Services\n",
       "117                                       GreenPoint Global\n",
       "118                                      Selling Simplified\n",
       "119                                   Product     Vivo (CA)\n",
       "120                                       Pention Analytics\n",
       "121                                  Public Affairs Council\n",
       "122                                                  Rupeek\n",
       "123                                      Morepen Laborories\n",
       "124                                      Raghav Enterprises\n",
       "125                                    TBM Technologies Pvt\n",
       "126                                                  Myntra\n",
       "127                                       Apollo Laborories\n",
       "128                     MercedesBenz  and Development India\n",
       "129                         ReWise Analytics & Technologies\n",
       "130                                         Spiro Solutions\n",
       "131                                      Operor &    IndeBo\n",
       "132                                       Pention Analytics\n",
       "133                                  Public Affairs Council\n",
       "134                                                  Rupeek\n",
       "135                                       Apollo Laborories\n",
       "136                                      Morepen Laborories\n",
       "137                     MercedesBenz  and Development India\n",
       "138                                      Raghav Enterprises\n",
       "139                                    TBM Technologies Pvt\n",
       "140                                     Zen3 Info Solutions\n",
       "141                                      Competent Software\n",
       "142                                               Unifytech\n",
       "143                                           Goldman Sachs\n",
       "144                         QS Quacquarelli Symonds Limited\n",
       "145                     Healthcare    SCIO Health Analytics\n",
       "146                     Healthcare    SCIO Health Analytics\n",
       "147                     Healthcare    SCIO Health Analytics\n",
       "148                                           Urban Company\n",
       "149                                               HitWicket\n",
       "150                                                  Akamai\n",
       "151                                Decision Resources Group\n",
       "152                                           PRS Legislive\n",
       "153                                                Mu Sigma\n",
       "154                                 Ta Consultancy Services\n",
       "155                                      LentView Analytics\n",
       "156                                                Actiknow\n",
       "157                                      LentView Analytics\n",
       "158                                      LentView Analytics\n",
       "159                                              Ergode Inc\n",
       "160                                 Ta Consultancy Services\n",
       "161                                             FE fundinfo\n",
       "162                                      LentView Analytics\n",
       "163                                      Vidooly Media Tech\n",
       "164                                                Snapdeal\n",
       "165                          Cognizant Technology Solutions\n",
       "166                                  Programmer    Snapdeal\n",
       "167                                                Snapdeal\n",
       "168                                                   Wipro\n",
       "169                                                     Aon\n",
       "170                                             Morningstar\n",
       "171                                                    ZS s\n",
       "172                                              OceanFrogs\n",
       "173                                                 Philips\n",
       "174                                                Deloitte\n",
       "175                                           Stanza Living\n",
       "176                                               ValueLabs\n",
       "177                                   Digital    TO THE NEW\n",
       "178                                            Collegedunia\n",
       "179                                                  Incedo\n",
       "180                                               dunnhumby\n",
       "181                                                 Infosys\n",
       "182                                          Team Computers\n",
       "183                                            TheMhCompany\n",
       "184                                Hinduja Global Solutions\n",
       "185                                             II  Parexel\n",
       "186                                               Collabera\n",
       "187                                                  Yodlee\n",
       "188                                                     AIG\n",
       "189                                             CenturyLink\n",
       "190                                                     AIG\n",
       "191                                             CenturyLink\n",
       "192                                                  Yodlee\n",
       "193                                               Capgemini\n",
       "194                                               Capgemini\n",
       "195                                               Capgemini\n",
       "196                                               Capgemini\n",
       "197                                               Accenture\n",
       "198                                              IKS Health\n",
       "199                                                  AXA XL\n",
       "200                                   Product     Vivo (CA)\n",
       "201                                       Stragems Services\n",
       "202                               Annik Technology Services\n",
       "203                                                 Virtusa\n",
       "204                                                 Whirlda\n",
       "205                                     Vigneshwara Exports\n",
       "206                          S&P Global Market Intelligence\n",
       "207                                             MagicBricks\n",
       "208                                  Lentenics Technologies\n",
       "209                                  and    Opera Solutions\n",
       "210                                       Stragems Services\n",
       "211                                                TurtlEye\n",
       "212                                 Knowlarity Communicions\n",
       "213                                        Rudder Analytics\n",
       "214                                                 Ujjivan\n",
       "215                                    IDS Infotech Limited\n",
       "216                                     Zen3 Info Solutions\n",
       "217                                                 Whirlda\n",
       "218                                    Aptroid Technologies\n",
       "219                                             MagicBricks\n",
       "220                                        Cogency Software\n",
       "221                                                  Myntra\n",
       "222                                                Mindtree\n",
       "223                                    Aptroid Technologies\n",
       "224                               Ayushveda Informics India\n",
       "225                                                 Virtusa\n",
       "226                                                Indegene\n",
       "227                                    IDS Infotech Limited\n",
       "228                                        Rudder Analytics\n",
       "229                                     Zen3 Info Solutions\n",
       "230                                        Applied  Finance\n",
       "231                                                    TIAA\n",
       "232                                                     WSP\n",
       "233                              Universal Electronics (CA)\n",
       "234                                                 vPhrase\n",
       "235                                                 vPhrase\n",
       "236                                Unilog Content Solutions\n",
       "237                                        Artoon Solutions\n",
       "238                             Cogencis Informion Services\n",
       "239                                               BRIDGEi2i\n",
       "240                                             FE fundinfo\n",
       "241                                      LentView Analytics\n",
       "242                                                   Wipro\n",
       "243                                                     Aon\n",
       "244                                        American Express\n",
       "245                              Customer Analytics (India)\n",
       "246                                                Tredence\n",
       "247                             Happiest Minds Technologies\n",
       "248                             Happiest Minds Technologies\n",
       "249                                               Absolutda\n",
       "250                                   Financial    Cotiviti\n",
       "251                                            Novo Nordisk\n",
       "252                                                Deloitte\n",
       "253                                                 Infosys\n",
       "254                                                 Infosys\n",
       "255                                                Deloitte\n",
       "256                                            Hero FinCorp\n",
       "257                                Lego Health Technologies\n",
       "258                                                TSystems\n",
       "259                                                    Zoho\n",
       "260                                              Concentrix\n",
       "261                                                      EY\n",
       "262                                                   IQVIA\n",
       "263                                             GlobalLogic\n",
       "264                                             GlobalLogic\n",
       "265                                                      EY\n",
       "266                                            Cs    Amazon\n",
       "267                                                Facebook\n",
       "268                                               Capgemini\n",
       "269                                                 Fractal\n",
       "270                                                  AXA XL\n",
       "271                                               Accenture\n",
       "272                                               Capgemini\n",
       "273                                  Financial    Capgemini\n",
       "274                                               Accenture\n",
       "275                                       Paradigm Infotech\n",
       "276                                      Rainman Consulting\n",
       "277                                                 99Games\n",
       "278                                     Visual BI Solutions\n",
       "279                                                 Theorem\n",
       "280                                               Wunderman\n",
       "281                                                A3logics\n",
       "282                                              HMS Global\n",
       "283                         (Using R)  Perceptive Analytics\n",
       "284                                    FlyNava Technologies\n",
       "285                                         Sutra Analytics\n",
       "286                                  Ravinia Music Festival\n",
       "287                                                Marketly\n",
       "288                                            LogisticsNow\n",
       "289                                                ECS (NJ)\n",
       "290                                 Amplus Energy Solutions\n",
       "291                                                 Virtusa\n",
       "292                                                  Mapbox\n",
       "293                                 Salve Software Services\n",
       "294                                             Simplify360\n",
       "295                                            LogisticsNow\n",
       "296                                                ECS (NJ)\n",
       "297                                            Increasingly\n",
       "298                                                 Virtusa\n",
       "299                                                Indegene\n",
       "300                                             Simplify360\n",
       "301                                            Increasingly\n",
       "302                                         Net Carrots Com\n",
       "303                                                 Virtusa\n",
       "304                                                Indegene\n",
       "305                                                 Nuevora\n",
       "306                                                 Nuevora\n",
       "307                                 Knowlarity Communicions\n",
       "308                                                  Mapprr\n",
       "309                                                   CredR\n",
       "310                                    Gradue  ( )  Manthan\n",
       "311                                               Baysquare\n",
       "312                                          ColgePalmolive\n",
       "313                                          Safexpress Pvt\n",
       "314                                                Conduent\n",
       "315                                                  Iksula\n",
       "316                                                 IonIdea\n",
       "317                                Motilal Oswal Securities\n",
       "318                                                Gramener\n",
       "319                                                Mu Sigma\n",
       "320                                       Zee Entertainment\n",
       "321                                               BRIDGEi2i\n",
       "322                                            KnowledgeHut\n",
       "323                                      LentView Analytics\n",
       "324                                                 Genpact\n",
       "325                                      LentView Analytics\n",
       "326                                      LentView Analytics\n",
       "327                                 Medical    Vasta Global\n",
       "328                          MIS    Ta Consultancy Services\n",
       "329                                   Chandigarh University\n",
       "330                                              TEKsystems\n",
       "331                                              Mr. Cooper\n",
       "332                         Petroleum    Petrolink Services\n",
       "333                                             Wells Fargo\n",
       "334                                                   Squad\n",
       "335                                                   Wipro\n",
       "336                                                   Wipro\n",
       "337                          Cognizant Technology Solutions\n",
       "338                                                Snapdeal\n",
       "339                                          b3Intelligence\n",
       "340                                             Morningstar\n",
       "341                           Trading Fees    Credit Suisse\n",
       "342                        Systems Administrive   Schneider\n",
       "343                                             GlobalLogic\n",
       "344                                             GlobalLogic\n",
       "345                                             GlobalLogic\n",
       "346                                             GlobalLogic\n",
       "347                                                     IBM\n",
       "348                                                 Urjanet\n",
       "349                                            Collegedunia\n",
       "350                                                   Zycus\n",
       "351                        Systems Administrive   Schneider\n",
       "352                           Trading Fees    Credit Suisse\n",
       "353                                             GlobalLogic\n",
       "354                                      Intern  Sutherland\n",
       "355                                             GlobalLogic\n",
       "356                                             GlobalLogic\n",
       "357                                             GlobalLogic\n",
       "358                                             GlobalLogic\n",
       "359                                               Synchrony\n",
       "360                                                   IQVIA\n",
       "361                                            Intelliswift\n",
       "362                                         Bank of America\n",
       "363                                                      EY\n",
       "364                                                     SAP\n",
       "365                                                 Servian\n",
       "366                                                Facebook\n",
       "367                                                Facebook\n",
       "368                                                Cure.Fit\n",
       "369                                               Capgemini\n",
       "370                                               Accenture\n",
       "371                                                  AXA XL\n",
       "372                                                 Fractal\n",
       "373                                               Accenture\n",
       "374                                               Accenture\n",
       "375                                   Product     Vivo (CA)\n",
       "376                                   Product     Vivo (CA)\n",
       "377                                                 Proziod\n",
       "378                            Microtek Internional (India)\n",
       "379                                      Sandcube Analytics\n",
       "380                                      McKinsey & Company\n",
       "381                                      Sandcube Analytics\n",
       "382                         imler India Commercial Vehicles\n",
       "383                                    Servizon IT Services\n",
       "384                                and   I  Opera Solutions\n",
       "385                     Center for Advanced  in Engineering\n",
       "386                                        Trinity Mobility\n",
       "387                                        Trinity Mobility\n",
       "388                                      Sandcube Analytics\n",
       "389                                         Noesys Software\n",
       "390                                        Trinity Mobility\n",
       "391                                         Noesys Software\n",
       "392                                 Ta Consulting Engineers\n",
       "393                                and   I  Opera Solutions\n",
       "394                                    Nabler Web Solutions\n",
       "395                                                      MS\n",
       "396                                                   CredR\n",
       "397                                           Tech Mahindra\n",
       "398                                       Valued Epistemics\n",
       "399                     Healthcare    SCIO Health Analytics\n",
       "400                                  People Prime Worldwide\n",
       "401                                          Safexpress Pvt\n",
       "402                                               Media.net\n",
       "403                                             EXL Service\n",
       "404                                             EXL Service\n",
       "405                                                Mu Sigma\n",
       "406                                                Mu Sigma\n",
       "407                             Cogencis Informion Services\n",
       "408                                               BRIDGEi2i\n",
       "409                                               BRIDGEi2i\n",
       "410                                      LentView Analytics\n",
       "411                                 Transvision (Bangalore)\n",
       "412                                                  Allste\n",
       "413                                             FE fundinfo\n",
       "414                                      LentView Analytics\n",
       "415                                               Microland\n",
       "416                                                Snapdeal\n",
       "417                                                   Wipro\n",
       "418                                           Vodafone Idea\n",
       "419                                          b3Intelligence\n",
       "420                                    Course5 Intelligence\n",
       "421                                          b3Intelligence\n",
       "422                                             Morningstar\n",
       "423                                                    ZS s\n",
       "424                                                  Tracxn\n",
       "425                                                     IBM\n",
       "426                                                    Zoho\n",
       "427                                       Anonymous Content\n",
       "428                                    Technosoft Corporion\n",
       "429                                                    Ugam\n",
       "430                                    Technosoft Corporion\n",
       "431                                                   Evive\n",
       "432                                                  Mercer\n",
       "433                                                 Parexel\n",
       "434                                                 Epsilon\n",
       "435                                             GlobalLogic\n",
       "436     Long Delay In Carrying the Interview Steps  HP Inc.\n",
       "437                                                      EY\n",
       "438                                                Growisto\n",
       "439                                                     SAP\n",
       "440                                              Bookmyshow\n",
       "441                                                     IBM\n",
       "442                                                    Zoho\n",
       "443                                       Anonymous Content\n",
       "444                                                      EY\n",
       "445                                                  Mercer\n",
       "446     Long Delay In Carrying the Interview Steps  HP Inc.\n",
       "447                                                 Fractal\n",
       "448                                               Accenture\n",
       "449                                                 Fractal\n",
       "450                                                 Fractal\n",
       "451                                       Crystal Solutions\n",
       "452                                                  eClerx\n",
       "453                                      Sandcube Analytics\n",
       "454                                     Spire  & Consulting\n",
       "455               Enochville Fire & Rescue Department, Inc.\n",
       "456                                             FastFox.com\n",
       "457                                             J.P. Morgan\n",
       "458                                                     WNS\n",
       "459                                           Bharti Airtel\n",
       "460                                       Crystal Solutions\n",
       "461                                                  eClerx\n",
       "462                                      Selling Simplified\n",
       "463                                     Spire  & Consulting\n",
       "464                                                 Bidgely\n",
       "465                          FN MhLogic Consulting Services\n",
       "466                                          The Smart Cube\n",
       "467                                          IQR Consulting\n",
       "468                                    Abhyudaya Multimedia\n",
       "469                                             Krea Global\n",
       "470                          S&P Global Market Intelligence\n",
       "471                                            MaxVal Group\n",
       "472                          Nineleaps Technology Solutions\n",
       "473                                             Infosys BPM\n",
       "474                                                    SDRC\n",
       "475                                          The Smart Cube\n",
       "476                                          The Smart Cube\n",
       "477                                  and    Opera Solutions\n",
       "478                                          IQR Consulting\n",
       "479                                          The Smart Cube\n",
       "480                                           Bharti Airtel\n",
       "481                                         OM Technologies\n",
       "482                                      McKinsey & Company\n",
       "483                                     William O'Neil & Co\n",
       "484                 SIBIA Analytics and Consulting Services\n",
       "485                                      Sandcube Analytics\n",
       "486                                         Lagnam InfoTech\n",
       "487                                               RentoMojo\n",
       "488                                            Systech (CA)\n",
       "489                                                  Dipper\n",
       "490                                                  eClerx\n",
       "491                                                     TCS\n",
       "492                                                   Shine\n",
       "493                                                   Shine\n",
       "494                          Nineleaps Technology Solutions\n",
       "495                          Nineleaps Technology Solutions\n",
       "496                                         ZAPR Media Labs\n",
       "497                                                  Aptara\n",
       "498                                    The Interview People\n",
       "499                                         ZAPR Media Labs\n",
       "500                                                   Shine\n",
       "501                                                   Shine\n",
       "502                          Nineleaps Technology Solutions\n",
       "503                        Financial    William O'Neil & Co\n",
       "504                                               LiquidHub\n",
       "505                                         ZAPR Media Labs\n",
       "506                                                  Aptara\n",
       "507                                    Globsyn Technologies\n",
       "508                                             J.P. Morgan\n",
       "509                                                Mahindra\n",
       "510                          S&P Global Market Intelligence\n",
       "511                                            MaxVal Group\n",
       "512                                                Ideas2IT\n",
       "513                        Financial    William O'Neil & Co\n",
       "514                                             Infosys BPM\n",
       "515                                               LiquidHub\n",
       "516                                    Globsyn Technologies\n",
       "517                                                Indegene\n",
       "518                                                Mahindra\n",
       "519                                   Nestaway Technologies\n",
       "520                                             J.P. Morgan\n",
       "521                                 Knowlarity Communicions\n",
       "522                                 Knowlarity Communicions\n",
       "523                                            FirstCry com\n",
       "524                                            FirstCry com\n",
       "525                                            FirstCry com\n",
       "526                                              DemandMrix\n",
       "527                                                    Tapp\n",
       "528                                                    Tapp\n",
       "529                                Paragon Digital Services\n",
       "530                                                   Unbxd\n",
       "531                                          Bahar Infotech\n",
       "532                                              Merilytics\n",
       "533                                           Goldman Sachs\n",
       "534                                                 Enquero\n",
       "535                                                   Sokri\n",
       "536                                                     LTI\n",
       "537                     Healthcare    SCIO Health Analytics\n",
       "538                     Healthcare    SCIO Health Analytics\n",
       "539                     Healthcare    SCIO Health Analytics\n",
       "540                     Healthcare    SCIO Health Analytics\n",
       "541                     Healthcare    SCIO Health Analytics\n",
       "542                                                   Ipsos\n",
       "543                                                   Ipsos\n",
       "544                               Risk Management Solutions\n",
       "545                                                 vPhrase\n",
       "546                                    Impetus Technologies\n",
       "547                                    Impetus Technologies\n",
       "548                                             EXL Service\n",
       "549                                             EXL Service\n",
       "550                                             EXL Service\n",
       "551                                             EXL Service\n",
       "552                                             EXL Service\n",
       "553                                    Impetus Technologies\n",
       "554                                    Impetus Technologies\n",
       "555                                                   Subex\n",
       "556                                                   Subex\n",
       "557                                      Efftronics Systems\n",
       "558                                        Fresherworld.com\n",
       "559                                                  Toluna\n",
       "560                                                  Toluna\n",
       "561                                               Wittyfeed\n",
       "562                                               Prometric\n",
       "563                                           Fresh Gravity\n",
       "564                                                   Weave\n",
       "565                                         Tesco Bengaluru\n",
       "566                                               BRIDGEi2i\n",
       "567                                               BRIDGEi2i\n",
       "568                                               BRIDGEi2i\n",
       "569                                               BRIDGEi2i\n",
       "570                                                Mu Sigma\n",
       "571                                        Vidal Healthcare\n",
       "572                                                Mu Sigma\n",
       "573                             Cogencis Informion Services\n",
       "574                                         Tesco Bengaluru\n",
       "575                                               BRIDGEi2i\n",
       "576                                               BRIDGEi2i\n",
       "577                                               BRIDGEi2i\n",
       "578                                               BRIDGEi2i\n",
       "579                                               BRIDGEi2i\n",
       "580                                               BRIDGEi2i\n",
       "581                                               BRIDGEi2i\n",
       "582                                               BRIDGEi2i\n",
       "583                                      LentView Analytics\n",
       "584                                            KnowledgeHut\n",
       "585                                                Actiknow\n",
       "586                                             FE fundinfo\n",
       "587                                             FE fundinfo\n",
       "588                                             FE fundinfo\n",
       "589                                             FE fundinfo\n",
       "590                                              S&P Global\n",
       "591                                            KnowledgeHut\n",
       "592                                      LentView Analytics\n",
       "593                                      LentView Analytics\n",
       "594                                      LentView Analytics\n",
       "595                                                Actiknow\n",
       "596                                      LentView Analytics\n",
       "597                                      LentView Analytics\n",
       "598                                                    Hike\n",
       "599                                            Chainalytics\n",
       "600                                      LentView Analytics\n",
       "601                                            Chainalytics\n",
       "602                                      Technical    Wipro\n",
       "603                                                   Wipro\n",
       "604                                                   Wipro\n",
       "605                    Market    Ste Street Global Advisors\n",
       "606                          Cognizant Technology Solutions\n",
       "607                          Cognizant Technology Solutions\n",
       "608                          Cognizant Technology Solutions\n",
       "609                                                Snapdeal\n",
       "610                                              Innoplexus\n",
       "611                                                    BOLD\n",
       "612                                                  Kantar\n",
       "613                                          Apex CoVantage\n",
       "614                                            Square Yards\n",
       "615                                                 Hotstar\n",
       "616                                                 Hotstar\n",
       "617                                                 Kabbage\n",
       "618                                       Anonymous Content\n",
       "619                                              Ameriprise\n",
       "620                                             Morningstar\n",
       "621                                                    ZS s\n",
       "622                          Financial    Moody's Corporion\n",
       "623                                             Morningstar\n",
       "624                                                    Ugam\n",
       "625                                                 Kabbage\n",
       "626                                               dunnhumby\n",
       "627                                                 Hotstar\n",
       "628                                   Digital    TO THE NEW\n",
       "629                                            Square Yards\n",
       "630                                               dunnhumby\n",
       "631                                               dunnhumby\n",
       "632                                                Barclays\n",
       "633                                                 Hotstar\n",
       "634                                       Anonymous Content\n",
       "635                                              Ameriprise\n",
       "636                                                  Merkle\n",
       "637                                             Randstad US\n",
       "638                                   Technical    Deloitte\n",
       "639                                              Innovaccer\n",
       "640                                                 Parexel\n",
       "641                                              Innovaccer\n",
       "642                                             Capital One\n",
       "643                                               dunnhumby\n",
       "644                                                Barclays\n",
       "645                                               dunnhumby\n",
       "646                                         United Airlines\n",
       "647                                             GlobalLogic\n",
       "648                                Market    Bloomberg L.P.\n",
       "649                                Market    Bloomberg L.P.\n",
       "650                                                 Parexel\n",
       "651                                             Capital One\n",
       "652                                             GlobalLogic\n",
       "653                                Market    Bloomberg L.P.\n",
       "654                                           Cisco Systems\n",
       "655                                                      EY\n",
       "656                                                Quotient\n",
       "657                                                      EY\n",
       "658                                                     PwC\n",
       "659                                                   IQVIA\n",
       "660                                               Capgemini\n",
       "661                                               Capgemini\n",
       "662                                               Capgemini\n",
       "663                                               Capgemini\n",
       "664                                               Capgemini\n",
       "665                                               Capgemini\n",
       "666                                               Capgemini\n",
       "667                                        InSync Analytics\n",
       "668                                                   Zynga\n",
       "669                                                  Amazon\n",
       "670                              Tableau    TE Connectivity\n",
       "671                                                   IQVIA\n",
       "672                                             CenturyLink\n",
       "673                                                    Citi\n",
       "674                                                    Citi\n",
       "675                                                    Citi\n",
       "676                                                     PwC\n",
       "677                                         Thomson Reuters\n",
       "678                                                 Nielsen\n",
       "679                                                    CBRE\n",
       "680                                                 Fractal\n",
       "681                                               Accenture\n",
       "682                                               Accenture\n",
       "683                                              Salesforce\n",
       "684                                               Quantiphi\n",
       "685                                            SpectraMedix\n",
       "686                            Microtek Internional (India)\n",
       "687                                       Quantta Analytics\n",
       "688                                              SPi Global\n",
       "689                                    inlogic Technologies\n",
       "690                                  Financial    SmartCube\n",
       "691                                       GreenPoint Global\n",
       "692                              Rebelute Digital Solutions\n",
       "693                                  Ashish Kumar Gupta & s\n",
       "694                                               UnitedLex\n",
       "695                                               etributes\n",
       "696                                                  Rupeek\n",
       "697                                                  Axtria\n",
       "698                                                    IMRB\n",
       "699                                        Sanctum Networks\n",
       "700                                         Cybage Software\n",
       "701                                          The Smart Cube\n",
       "702                                            SpectraMedix\n",
       "703                                    mics Global Services\n",
       "704                                    mics Global Services\n",
       "705                                              SPi Global\n",
       "706                                               Innointel\n",
       "707                                  Financial    SmartCube\n",
       "708                                       GreenPoint Global\n",
       "709                                      AntiZ Technologies\n",
       "710                                       NIIT Technologies\n",
       "711                                                   Aarna\n",
       "712                                                   Voiro\n",
       "713                                   Nestaway Technologies\n",
       "714                                 Knowlarity Communicions\n",
       "715                                 Simple & Real Analytics\n",
       "716                                      McKinsey & Company\n",
       "717                                       mics ing Services\n",
       "718                                              CloudCover\n",
       "719                                                Indegene\n",
       "720                                              Ingrainhub\n",
       "721                                         ZAPR Media Labs\n",
       "722                                                  eClerx\n",
       "723                                                Flipkart\n",
       "724                                         Paisabazaar.com\n",
       "725                                                   Apple\n",
       "726                                              DemandMrix\n",
       "727                                 Innoventes Technologies\n",
       "728                                           E2E  Services\n",
       "729                                                 Walinns\n",
       "730                                              Softcrylic\n",
       "731                                              Ingrainhub\n",
       "732                                         ZAPR Media Labs\n",
       "733                                                  eClerx\n",
       "734                                                Flipkart\n",
       "735                                            MaxVal Group\n",
       "736                                              DemandMrix\n",
       "737                                 Innoventes Technologies\n",
       "738                                           E2E  Services\n",
       "739                                                   Surya\n",
       "740                                                In22labs\n",
       "741                                          The Smart Cube\n",
       "742                             (Software Services)  eClerx\n",
       "743                                                 Bidgely\n",
       "744                                    mics Global Services\n",
       "745                                    mics Global Services\n",
       "746                                               Innointel\n",
       "747                                      AntiZ Technologies\n",
       "748                                          The Smart Cube\n",
       "749                                                     WNS\n",
       "750                                            Systech (CA)\n",
       "751                                                CrossTab\n",
       "752                                                  eClerx\n",
       "753                                                  eClerx\n",
       "754                                     Zen3 Info Solutions\n",
       "755                                     Narnolia Securities\n",
       "756                                        Applied  Finance\n",
       "757                                        Applied  Finance\n",
       "758                                                    Tapp\n",
       "759                                Paragon Digital Services\n",
       "760                                Paragon Digital Services\n",
       "761                             Financial    Bahar Infotech\n",
       "762                                                  Cyient\n",
       "763                                                  Cyient\n",
       "764                                                  Cyient\n",
       "765                                           HSBC Holdings\n",
       "766                                           HSBC Holdings\n",
       "767                                              Merilytics\n",
       "768                                       Iron Mountain Inc\n",
       "769                                           Goldman Sachs\n",
       "770                                              GE Digital\n",
       "771                              8K Miles Software Services\n",
       "772                                       Valued Epistemics\n",
       "773                                         Think Analytics\n",
       "774                                                     GfK\n",
       "775                                                     LTI\n",
       "776                                                KrazyBee\n",
       "777                                   Public Affairs Center\n",
       "778                                  People Prime Worldwide\n",
       "779                                          Indus Insights\n",
       "780                                  People Prime Worldwide\n",
       "781                     Healthcare    SCIO Health Analytics\n",
       "782                                          Indus Insights\n",
       "783                     Healthcare    SCIO Health Analytics\n",
       "784                                            QuEST Global\n",
       "785                                                Stemmons\n",
       "786                                    Impetus Technologies\n",
       "787                                              ExxonMobil\n",
       "788                                Decision Resources Group\n",
       "789                                             EXL Service\n",
       "790                                             EXL Service\n",
       "791                                Decision Resources Group\n",
       "792                                               Wittyfeed\n",
       "793                                               Prometric\n",
       "794                                               Prometric\n",
       "795                                                  Toluna\n",
       "796                                    BizKonnect Solutions\n",
       "797                                    Multiplier Solutions\n",
       "798                                                 IonIdea\n",
       "799                                    Multiplier Solutions\n",
       "800                                    BizKonnect Solutions\n",
       "801                                                Mu Sigma\n",
       "802                             Cogencis Informion Services\n",
       "803                                                Mu Sigma\n",
       "804                                           Shore Group s\n",
       "805                                                Mu Sigma\n",
       "806                             Cogencis Informion Services\n",
       "807                                                Gramener\n",
       "808                                                Gramener\n",
       "809                                                Gramener\n",
       "810                                                Gramener\n",
       "811                                                Gramener\n",
       "812                                               BRIDGEi2i\n",
       "813                                               BRIDGEi2i\n",
       "814                                               BRIDGEi2i\n",
       "815                                               BRIDGEi2i\n",
       "816                                                  eWorks\n",
       "817                                     Marketing    Oracle\n",
       "818                                 Ta Consultancy Services\n",
       "819                                      LentView Analytics\n",
       "820                                      LentView Analytics\n",
       "821                                 Ta Consultancy Services\n",
       "822                                      LentView Analytics\n",
       "823                                      LentView Analytics\n",
       "824                                                 Genpact\n",
       "825                                      LentView Analytics\n",
       "826                                      LentView Analytics\n",
       "827                                          Times Internet\n",
       "828                                 Software   BrowserStack\n",
       "829                                                  Amdocs\n",
       "830                                               Axis Bank\n",
       "831                                               Axis Bank\n",
       "832                                               LNT Group\n",
       "833                        Mrix Corpore Management Services\n",
       "834                          Cognizant Technology Solutions\n",
       "835                          Cognizant Technology Solutions\n",
       "836                                                Snapdeal\n",
       "837       Pharmacovigilance  Cognizant Technology Solutions\n",
       "838                                                   Wipro\n",
       "839                                                     Aon\n",
       "840                                             Morningstar\n",
       "841                                             Morningstar\n",
       "842                                              Innoplexus\n",
       "843                                              Josh Talks\n",
       "844                                            Novo Nordisk\n",
       "845                                                     Ola\n",
       "846                                                Deloitte\n",
       "847                                                 FactSet\n",
       "848                                                 Postman\n",
       "849                                                    ZS s\n",
       "850                                              Innoplexus\n",
       "851                                 Boston Consulting Group\n",
       "852                                             Morningstar\n",
       "853                                             Morningstar\n",
       "854                                               ninjacart\n",
       "855                                                 Hotstar\n",
       "856                                              Josh Talks\n",
       "857                                            TheMhCompany\n",
       "858                                                Deloitte\n",
       "859                                                 Infosys\n",
       "860                                                     HCL\n",
       "861                                            Novo Nordisk\n",
       "862                                                     Ola\n",
       "863                                             Morningstar\n",
       "864                                                   Shell\n",
       "865                                               ninjacart\n",
       "866                                           Iris Software\n",
       "867                                                Tredence\n",
       "868                                                Tredence\n",
       "869                                                   Chegg\n",
       "870                                              I,    KPMG\n",
       "871                                    Technosoft Corporion\n",
       "872                                                Deloitte\n",
       "873                                                 FactSet\n",
       "874                                             Capital One\n",
       "875                                              Innovaccer\n",
       "876                                              Innovaccer\n",
       "877                                             Capital One\n",
       "878                                Market    Bloomberg L.P.\n",
       "879                                                  Fiserv\n",
       "880                                   Interview  henahealth\n",
       "881                                             GlobalLogic\n",
       "882                                             GlobalLogic\n",
       "883                                             GlobalLogic\n",
       "884                                Market    Bloomberg L.P.\n",
       "885                                                  Fiserv\n",
       "886                                               Collabera\n",
       "887                                               Collabera\n",
       "888                                             Capital One\n",
       "889                                               Honeywell\n",
       "890                                             GlobalLogic\n",
       "891                                   Interview  henahealth\n",
       "892                                               Synchrony\n",
       "893                                                      EY\n",
       "894                                                    Citi\n",
       "895                                          DXC Technology\n",
       "896                                         Thomson Reuters\n",
       "897                                             AstraZeneca\n",
       "898                                                      EY\n",
       "899                                        Dun & Bradstreet\n",
       "900                                                  Lennox\n",
       "901                                        Publicis Sapient\n",
       "902                                                  Amazon\n",
       "903                                                  Amazon\n",
       "904                                                   IQVIA\n",
       "905                                                Facebook\n",
       "906                                             Evalueserve\n",
       "907                                        InSync Analytics\n",
       "908                                         Tiger Analytics\n",
       "909                                         Tiger Analytics\n",
       "910                                                 Fractal\n",
       "911                                              Salesforce\n",
       "912                                               Capgemini\n",
       "913                                        Société Générale\n",
       "914                                               Capgemini\n",
       "915                                                   ELXSI\n",
       "916                                                  eClerx\n",
       "917                                               Wunderman\n",
       "918                                       Crystal Solutions\n",
       "919                                                  Akosha\n",
       "920                                        Rudder Analytics\n",
       "921                                                  eClerx\n",
       "922                                                  eClerx\n",
       "923                                                 Cogneau\n",
       "924                                      Sandcube Analytics\n",
       "925                          S&P Global Market Intelligence\n",
       "926                                                  Ftcash\n",
       "927                                      Sandcube Analytics\n",
       "928                          S&P Global Market Intelligence\n",
       "929                                                Flipkart\n",
       "930                                Everest Consulting Group\n",
       "931                        Financial    William O'Neil & Co\n",
       "932                                          Kotak Mahindra\n",
       "933                                                Indegene\n",
       "934                                      Sandcube Analytics\n",
       "935                                                   ELXSI\n",
       "936                                        Financial    CMC\n",
       "937                                                  Axtria\n",
       "938                                   Coalition Development\n",
       "939                                               Wunderman\n",
       "940                                       Crystal Solutions\n",
       "941                                                  Akosha\n",
       "942                                                  Axtria\n",
       "943                            ABCO Advisory Services India\n",
       "944                                      FieldGlobal Market\n",
       "945                                        Binary Semantics\n",
       "946                                          The Smart Cube\n",
       "947                                          The Smart Cube\n",
       "948                                                  eClerx\n",
       "949                                   Coalition Development\n",
       "950                                                  Axtria\n",
       "951                                                  Metica\n",
       "952                               Annik Technology Services\n",
       "953                               Annik Technology Services\n",
       "954                                                  Voonik\n",
       "955                                     sql  Advisory Board\n",
       "956                                                  Google\n",
       "957                                Trivium Educion Services\n",
       "958                                                  Myntra\n",
       "959                                   Nestaway Technologies\n",
       "960                                               InfoCepts\n",
       "961                                         Noesys Software\n",
       "962                                      Sandcube Analytics\n",
       "963                                                  Ftcash\n",
       "964                                      Sandcube Analytics\n",
       "965                          S&P Global Market Intelligence\n",
       "966                                            Systech (CA)\n",
       "967                        Financial    William O'Neil & Co\n",
       "968                                            MaxVal Group\n",
       "969                                                Indegene\n",
       "970                                                 Cogneau\n",
       "971                                   Machwan Communicion &\n",
       "972                          S&P Global Market Intelligence\n",
       "973                                                Flipkart\n",
       "974                                Everest Consulting Group\n",
       "975                                             Dover India\n",
       "976                                                     WNS\n",
       "977                                Sixth Sense IT Solutions\n",
       "978                                          Kotak Mahindra\n",
       "979                                               RDM India\n",
       "980                                                  Myntra\n",
       "981                                         Orsuq Solutions\n",
       "982                                      SmartDrive Systems\n",
       "983                                                    CLRI\n",
       "984                                                  Khoros\n",
       "985                                        Applied  Finance\n",
       "986                                     Reliance Industries\n",
       "987                                                Travelex\n",
       "988                                               nske Bank\n",
       "989                                Paragon Digital Services\n",
       "990                                Paragon Digital Services\n",
       "991                                                  Cyient\n",
       "992                                           Goldman Sachs\n",
       "993                                           Tech Mahindra\n",
       "994                                                 Proziod\n",
       "995                     Healthcare    SCIO Health Analytics\n",
       "996                     Healthcare    SCIO Health Analytics\n",
       "997                                                    Atos\n",
       "998                                          Decision Point\n",
       "999                               Risk Management Solutions\n",
       "1000                                              Media.net\n",
       "1001                                              Media.net\n",
       "1002                                                vPhrase\n",
       "1003                         Financial    Moody's Analytics\n",
       "1004                                                Entytle\n",
       "1005                                            EXL Service\n",
       "1006                                        Nine A  Connect\n",
       "1007                                     Efftronics Systems\n",
       "1008                                            EXL Service\n",
       "1009                               Decision Resources Group\n",
       "1010         Digital Marketing  and    Multiplier Solutions\n",
       "1011                                  GyanMrix Technologies\n",
       "1012                                              TresVista\n",
       "1013                                                  Subex\n",
       "1014                                                 IDEMIA\n",
       "1015                                       The Federal Bank\n",
       "1016                                               Gramener\n",
       "1017                                               Gramener\n",
       "1018                                               Gramener\n",
       "1019                                               Gramener\n",
       "1020                                               Mu Sigma\n",
       "1021                                               Mu Sigma\n",
       "1022                                               Mu Sigma\n",
       "1023                                            Volvo Group\n",
       "1024                                              BRIDGEi2i\n",
       "1025                                              BRIDGEi2i\n",
       "1026                                              BRIDGEi2i\n",
       "1027                                              BRIDGEi2i\n",
       "1028                                             BNY Mellon\n",
       "1029                                           WM Logistics\n",
       "1030                                     LentView Analytics\n",
       "1031                                     LentView Analytics\n",
       "1032                                               Actiknow\n",
       "1033                                     LentView Analytics\n",
       "1034                                                Genpact\n",
       "1035                                                Genpact\n",
       "1036                                     LentView Analytics\n",
       "1037                                     LentView Analytics\n",
       "1038               Kotak Mahindra Old Mutual Life Insurance\n",
       "1039                                Newpark Drilling Fluids\n",
       "1040                                              Axis Bank\n",
       "1041                                              Axis Bank\n",
       "1042                                        Ebizon Net Info\n",
       "1043                                     iOPEX Technologies\n",
       "1044                                Newpark Drilling Fluids\n",
       "1045                                Newpark Drilling Fluids\n",
       "1046                                                  Wipro\n",
       "1047                                                Directi\n",
       "1048                                                  Nokia\n",
       "1049                         Cognizant Technology Solutions\n",
       "1050                                 Programmer    Snapdeal\n",
       "1051                         Cognizant Technology Solutions\n",
       "1052                                                  Nokia\n",
       "1053                                            Morningstar\n",
       "1054                        Petroleum    Petrolink Services\n",
       "1055      DATA ANALYST and Software Development  Innoplexus\n",
       "1056                                                Conviva\n",
       "1057                                   Technosoft Corporion\n",
       "1058                                Operions   Collegedunia\n",
       "1059                                                Hotstar\n",
       "1060                                   Technosoft Corporion\n",
       "1061                                                Rakuten\n",
       "1062                                              ninjacart\n",
       "1063                                Operions   Collegedunia\n",
       "1064                                            3i Infotech\n",
       "1065                                      Anonymous Content\n",
       "1066                                                Conviva\n",
       "1067                                      Anonymous Content\n",
       "1068                                             Ameriprise\n",
       "1069                                               Deloitte\n",
       "1070                                               Deloitte\n",
       "1071                                               NTT DATA\n",
       "1072                                               Deloitte\n",
       "1073                                                Infosys\n",
       "1074                                                Urjanet\n",
       "1075                                                Hotstar\n",
       "1076                                            GlobalLogic\n",
       "1077                                            GlobalLogic\n",
       "1078                                            GlobalLogic\n",
       "1079                                            GlobalLogic\n",
       "1080                                            GlobalLogic\n",
       "1081                                                Walmart\n",
       "1082                                                  Adobe\n",
       "1083                                                   Citi\n",
       "1084                                                   Citi\n",
       "1085                                               Poshmark\n",
       "1086                                                     G2\n",
       "1087                            Marketing    Bloomberg L.P.\n",
       "1088                                         Bloomberg L.P.\n",
       "1089                                            GlobalLogic\n",
       "1090                                         Bloomberg L.P.\n",
       "1091                            Marketing    Bloomberg L.P.\n",
       "1092                                            GlobalLogic\n",
       "1093                            Reporting   SAGE Publishing\n",
       "1094                                                     G2\n",
       "1095                                               Quotient\n",
       "1096                                                     EY\n",
       "1097                                                     EY\n",
       "1098                                                  Adobe\n",
       "1099                                                Walmart\n",
       "1100                                               Poshmark\n",
       "1101                                                 Yodlee\n",
       "1102                                             IHS Markit\n",
       "1103                                                 Amazon\n",
       "1104                                                    SAP\n",
       "1105                                        Tiger Analytics\n",
       "1106                                            Evalueserve\n",
       "1107                                        Tiger Analytics\n",
       "1108                                        Tiger Analytics\n",
       "1109                                                Fractal\n",
       "1110                                                Fractal\n",
       "1111                                           Shaw Academy\n",
       "1112                                  Firstsource Solutions\n",
       "1113                                        Tiger Analytics\n",
       "1114                                        Tiger Analytics\n",
       "1115                                     Regulory    AXA XL\n",
       "1116                                              Capgemini\n",
       "1117                                     Placementindia.com\n",
       "1118                                      Crystal Solutions\n",
       "1119                                                 eClerx\n",
       "1120                                                  Prama\n",
       "1121                                  Vinfinet Technologies\n",
       "1122                                            Nexvisionix\n",
       "1123                                                 eClerx\n",
       "1124                                       Financial    CMC\n",
       "1125                                       Times  Solutions\n",
       "1126                                                In3corp\n",
       "1127                                                  Prama\n",
       "1128                             and    II  Opera Solutions\n",
       "1129                                         Penfos Systems\n",
       "1130                                       Apsida solutions\n",
       "1131                             iGrid Consulting Solutions\n",
       "1132                                      Quantta Analytics\n",
       "1133                                       Financial    CMC\n",
       "1134                                     Placementindia.com\n",
       "1135                                                  Prama\n",
       "1136                                         Penfos Systems\n",
       "1137                                        Learning Spiral\n",
       "1138                                                  Prama\n",
       "1139                                  Vinfinet Technologies\n",
       "1140                                       Apsida solutions\n",
       "1141                               Servion Global Solutions\n",
       "1142                                     Sandcube Analytics\n",
       "1143                                                Virtusa\n",
       "1144                                                    WNS\n",
       "1145                                          Bharti Airtel\n",
       "1146                                           LogisticsNow\n",
       "1147                                         Gromor Finance\n",
       "1148                                       Nikhil Analytics\n",
       "1149                                                  Shine\n",
       "1150                                              PipeCandy\n",
       "1151                                              Analytics\n",
       "1152                              Annik Technology Services\n",
       "1153                                          Bharti Airtel\n",
       "1154                                              Instamojo\n",
       "1155                                                 SKRIBE\n",
       "1156                                  Optimal Stregix Group\n",
       "1157                                    Canopus Infosystems\n",
       "1158                                     McKinsey & Company\n",
       "1159                             iGrid Consulting Solutions\n",
       "1160                                         Gromor Finance\n",
       "1161                                         Aasaanjobs.com\n",
       "1162                         S&P Global Market Intelligence\n",
       "1163                                             Ingrainhub\n",
       "1164                                               Flipkart\n",
       "1165                                              PipeCandy\n",
       "1166                                              Analytics\n",
       "1167                                          Bharti Airtel\n",
       "1168                                              Instamojo\n",
       "1169                                                 SKRIBE\n",
       "1170                                                 Lahari\n",
       "1171                                                  Surya\n",
       "1172                                                  Surya\n",
       "1173                                                  Surya\n",
       "1174                                                 Myntra\n",
       "1175                               Radiant Global Solutions\n",
       "1176                                                Virtusa\n",
       "1177                                        ZAPR Media Labs\n",
       "1178                    Polestar Solutions & Services India\n",
       "1179                    Polestar Solutions & Services India\n",
       "1180                 Centre for Digital Financial Inclusion\n",
       "1181                                        ZAPR Media Labs\n",
       "1182                                               Coolsoft\n",
       "1183                                                    WNS\n",
       "1184                                Financial    AtosSyntel\n",
       "1185                              Christian Medical College\n",
       "1186                                      Digital    eClerx\n",
       "1187                                     Sandcube Analytics\n",
       "1188                                  Machwan Communicion &\n",
       "1189                                  Machwan Communicion &\n",
       "1190                                                Virtusa\n",
       "1191                                          Bharti Airtel\n",
       "1192                         S&P Global Market Intelligence\n",
       "1193                         S&P Global Market Intelligence\n",
       "1194                                       Nikhil Analytics\n",
       "1195                                                  Shine\n",
       "1196                              Annik Technology Services\n",
       "1197                                                 eClerx\n",
       "1198                                               Ideas2IT\n",
       "1199                                        ZAPR Media Labs\n",
       "1200                               Modeler  Principal Funds\n",
       "1201                         S&P Global Market Intelligence\n",
       "1202                                                 Axtria\n",
       "1203                                        Unknown Planner\n",
       "1204                                        Fragma  Systems\n",
       "1205                                                 Khoros\n",
       "1206                                                 Cyient\n",
       "1207                                  Digital Impact Square\n",
       "1208                                   IDeaS  A SAS Company\n",
       "1209                                          Goldman Sachs\n",
       "1210                                                Enquero\n",
       "1211                                                Enquero\n",
       "1212                                                    LTI\n",
       "1213                                                    GfK\n",
       "1214                                                   Atos\n",
       "1215                                         Decision Point\n",
       "1216                                                  Ipsos\n",
       "1217                                              Media.net\n",
       "1218                                          Hansa Cequity\n",
       "1219                                            EOX Vantage\n",
       "1220                                            EOX Vantage\n",
       "1221                                                   BASF\n",
       "1222                                                    JLL\n",
       "1223                                      Moody's Analytics\n",
       "1224                                         Maxim Integred\n",
       "1225                                            EXL Service\n",
       "1226                                            EXL Service\n",
       "1227                               Unilog Content Solutions\n",
       "1228                                     HDFC Standard Life\n",
       "1229                                 Royal Bank of Scotland\n",
       "1230                                                  Aditi\n",
       "1231                                              TresVista\n",
       "1232                                 Royal Bank of Scotland\n",
       "1233                                            GroundTruth\n",
       "1234                                               Mu Sigma\n",
       "1235                                               Mu Sigma\n",
       "1236                                               Mu Sigma\n",
       "1237                                               Mu Sigma\n",
       "1238                                               Mu Sigma\n",
       "1239                                               Mu Sigma\n",
       "1240                                               Mu Sigma\n",
       "1241                                               Mu Sigma\n",
       "1242                                              Intelenet\n",
       "1243                                               Mu Sigma\n",
       "1244                                               Mu Sigma\n",
       "1245                                               Mu Sigma\n",
       "1246                                               Mu Sigma\n",
       "1247                                               Mu Sigma\n",
       "1248                                               Mu Sigma\n",
       "1249                                          Shore Group s\n",
       "1250                                               Mu Sigma\n",
       "1251                                               Mu Sigma\n",
       "1252                         Interra Informion Technologies\n",
       "1253                                              BRIDGEi2i\n",
       "1254                                              BRIDGEi2i\n",
       "1255                                              BRIDGEi2i\n",
       "1256                                              BRIDGEi2i\n",
       "1257                                              BRIDGEi2i\n",
       "1258                                     LentView Analytics\n",
       "1259                                     LentView Analytics\n",
       "1260                                            FE fundinfo\n",
       "1261                                     LentView Analytics\n",
       "1262                                           Elucida (MA)\n",
       "1263                                            FE fundinfo\n",
       "1264                                                  NSEiT\n",
       "1265                                     LentView Analytics\n",
       "1266                                                Genpact\n",
       "1267                                             S&P Global\n",
       "1268                                             S&P Global\n",
       "1269                                     LentView Analytics\n",
       "1270                                     Reachout Analytics\n",
       "1271                                             S&P Global\n",
       "1272                                     Empower Retirement\n",
       "1273                                             CDK Global\n",
       "1274                                              ValueLabs\n",
       "1275                         Financial    Moody's Corporion\n",
       "1276                                      HERE Technologies\n",
       "1277                                                  Wipro\n",
       "1278                                            Morningstar\n",
       "1279                                             L Connectt\n",
       "1280                                                   IIFL\n",
       "1281                           Neeyamo Enterprise Solutions\n",
       "1282                                                Enverus\n",
       "1283                                                Enverus\n",
       "1284                                           Walmart Labs\n",
       "1285                                              Axis Bank\n",
       "1286                                                   Ugam\n",
       "1287                                            Morningstar\n",
       "1288                                                   ZS s\n",
       "1289                                                   Ugam\n",
       "1290                                                Hotstar\n",
       "1291                                              ninjacart\n",
       "1292                                              ninjacart\n",
       "1293                                              ninjacart\n",
       "1294                                                Kabbage\n",
       "1295                                                   MSCI\n",
       "1296                                            XL Dynamics\n",
       "1297                                                    IBM\n",
       "1298                                                Xoriant\n",
       "1299                                                   ZS s\n",
       "1300                                           Walmart Labs\n",
       "1301                                             CDK Global\n",
       "1302                         Financial    Moody's Corporion\n",
       "1303                           Neeyamo Enterprise Solutions\n",
       "1304                                     Sportz Interactive\n",
       "1305                                                   ZS s\n",
       "1306                                                Enverus\n",
       "1307                                                Enverus\n",
       "1308                                              dunnhumby\n",
       "1309                                                   Zoho\n",
       "1310                                           TheMhCompany\n",
       "1311                                               Deloitte\n",
       "1312                                               Deloitte\n",
       "1313                                                Urjanet\n",
       "1314                                                Urjanet\n",
       "1315                                                  Zycus\n",
       "1316                                         Morgan Stanley\n",
       "1317                                                Urjanet\n",
       "1318                                           TheMhCompany\n",
       "1319                                               Deloitte\n",
       "1320                                                   KPMG\n",
       "1321                                             TO THE NEW\n",
       "1322                                                    IBM\n",
       "1323                                                  Evive\n",
       "1324                                         Morgan Stanley\n",
       "1325                                     Centric Consulting\n",
       "1326                                                Walmart\n",
       "1327                                                     EY\n",
       "1328                                          Master    AIG\n",
       "1329                                                Xoriant\n",
       "1330                                            GlobalLogic\n",
       "1331                                            Capital One\n",
       "1332                                                Clarive\n",
       "1333                                                Epsilon\n",
       "1334                                                Epsilon\n",
       "1335                                            II  Epsilon\n",
       "1336                                            Capital One\n",
       "1337                                                 Target\n",
       "1338                                                  Evive\n",
       "1339                                     Centric Consulting\n",
       "1340                                            GlobalLogic\n",
       "1341                                          Master    AIG\n",
       "1342                                                     EY\n",
       "1343                                                     EY\n",
       "1344                                                Walmart\n",
       "1345                                            CenturyLink\n",
       "1346                                                 Amazon\n",
       "1347                                        Thomson Reuters\n",
       "1348                                               Poshmark\n",
       "1349                                                 Amazon\n",
       "1350                                                 Amazon\n",
       "1351                                     UnitedHealth Group\n",
       "1352                                     UnitedHealth Group\n",
       "1353                                             Bookmyshow\n",
       "1354                                     UnitedHealth Group\n",
       "1355                                        Thomson Reuters\n",
       "1356                                            CenturyLink\n",
       "1357                                                 Amazon\n",
       "1358                                              Capgemini\n",
       "1359                    Transaction Processing    Accenture\n",
       "1360                                                Fractal\n",
       "1361                                              Capgemini\n",
       "1362                                         The Smart Cube\n",
       "1363                                                 Orange\n",
       "1364                                                Bidgely\n",
       "1365                                     McKinsey & Company\n",
       "1366                                     McKinsey & Company\n",
       "1367                                     McKinsey & Company\n",
       "1368                                  Eli Lilly and Company\n",
       "1369                                      Quantta Analytics\n",
       "1370                                   mics Global Services\n",
       "1371                                               Teletext\n",
       "1372                                         iKen Solutions\n",
       "1373                                     Sandcube Analytics\n",
       "1374                                              Sailotech\n",
       "1375                                                Bidgely\n",
       "1376                                                  POPxo\n",
       "1377                                                  Atlan\n",
       "1378                                     Sandcube Analytics\n",
       "1379                                              Quantiphi\n",
       "1380                                                Cogneau\n",
       "1381                                     Sandcube Analytics\n",
       "1382                                     Sandcube Analytics\n",
       "1383                                               Mindtree\n",
       "1384                                               Mindtree\n",
       "1385                         S&P Global Market Intelligence\n",
       "1386                                          evive (India)\n",
       "1387                                          E2E  Services\n",
       "1388                                              Clicbrics\n",
       "1389                       E&S Soluções em Telecomunicações\n",
       "1390                                             HiringWare\n",
       "1391                                         The Smart Cube\n",
       "1392                                 SQL Server    Mindtree\n",
       "1393        Applies for   Got  Job Offer From Nakuri  Packt\n",
       "1394                                           AKC  Systems\n",
       "1395                                                  Value\n",
       "1396                           ABCO Advisory Services India\n",
       "1397                                            Krea Global\n",
       "1398                                                 KNOEMA\n",
       "1399                                      Cogent  Solutions\n",
       "1400                                           insAnalytics\n",
       "1401                                                 eClerx\n",
       "1402                                     Sandcube Analytics\n",
       "1403                                    Acrotrend Solutions\n",
       "1404                                         Fiction 2 Fact\n",
       "1405                                Knowlarity Communicions\n",
       "1406                              Mckinsey Knowledge Center\n",
       "1407                                        ZAPR Media Labs\n",
       "1408                                               Flipkart\n",
       "1409                                         SRS Consulting\n",
       "1410                                                 eClerx\n",
       "1411                                    Acrotrend Solutions\n",
       "1412                                         Fiction 2 Fact\n",
       "1413                                               Indegene\n",
       "1414                                            Infosys BPM\n",
       "1415                                     McKinsey & Company\n",
       "1416                                                 Emplay\n",
       "1417                                           MaxVal Group\n",
       "1418                                           MaxVal Group\n",
       "1419                                           Safe Express\n",
       "1420                     IDS (Internional Decision Systems)\n",
       "1421                                         The Smart Cube\n",
       "1422                              Annik Technology Services\n",
       "1423                                                  Value\n",
       "1424                                     Sandcube Analytics\n",
       "1425                                           MaxVal Group\n",
       "1426                                           MaxVal Group\n",
       "1427                                          evive (India)\n",
       "1428                                          E2E  Services\n",
       "1429                                              Clicbrics\n",
       "1430                       E&S Soluções em Telecomunicações\n",
       "1431                                           Safe Express\n",
       "1432                                              Thorogood\n",
       "1433                                   Pacecom Technologies\n",
       "1434                                         R.R. Donnelley\n",
       "1435                                                   Brio\n",
       "1436                                      Hupp Technologies\n",
       "1437                                                  Surya\n",
       "1438                                        ZAPR Media Labs\n",
       "1439                                                 Axtria\n",
       "1440                                   Pacecom Technologies\n",
       "1441                                         R.R. Donnelley\n",
       "1442                                                   Brio\n",
       "1443                                      Hupp Technologies\n",
       "1444                                Truven Health Analytics\n",
       "1445                                                  Surya\n",
       "1446                                               Flipkart\n",
       "1447                                        ZAPR Media Labs\n",
       "1448                                              Wunderman\n",
       "1449                                                 Axtria\n",
       "1450                                Truven Health Analytics\n",
       "1451                                               Indegene\n",
       "1452                                           LogisticsNow\n",
       "1453                                         Evolent Health\n",
       "1454                                       Applied  Finance\n",
       "1455                                       Applied  Finance\n",
       "1456                                       Applied  Finance\n",
       "1457                                           FirstCry com\n",
       "1458                                    Reliance Industries\n",
       "1459                                    Reliance Industries\n",
       "1460                                               Econship\n",
       "1461                                        MCA Engineering\n",
       "1462                                                  Unbxd\n",
       "1463                                          HSBC Holdings\n",
       "1464                                             Merilytics\n",
       "1465                                          HSBC Holdings\n",
       "1466                                              Baysquare\n",
       "1467                                              Baysquare\n",
       "1468                                              Baysquare\n",
       "1469                                    Zen3 Info Solutions\n",
       "1470                                                    GfK\n",
       "1471                                                  Ipsos\n",
       "1472                    Healthcare    SCIO Health Analytics\n",
       "1473                                                   Atos\n",
       "1474                                         Decision Point\n",
       "1475                                         Decision Point\n",
       "1476                                Penna Cement Industries\n",
       "1477                                                 Belong\n",
       "1478                                      Awign Enterprises\n",
       "1479                              Risk Management Solutions\n",
       "1480                             Product Developer  Arcadis\n",
       "1481                              Risk Management Solutions\n",
       "1482                                          Hansa Cequity\n",
       "1483                                          Hansa Cequity\n",
       "1484                                            Serco Group\n",
       "1485                                            Serco Group\n",
       "1486                                      Moody's Analytics\n",
       "1487                                            EXL Service\n",
       "1488                                             ExxonMobil\n",
       "1489                                            EXL Service\n",
       "1490         Digital Marketing  and    Multiplier Solutions\n",
       "1491                                              Elixir CT\n",
       "1492                                             CitiusTech\n",
       "1493                                              TresVista\n",
       "1494                                         Crest  Systems\n",
       "1495                               Motilal Oswal Securities\n",
       "1496                                       Ducima Analytics\n",
       "1497                               Motilal Oswal Securities\n",
       "1498                              SS Supply Chain Solutions\n",
       "1499                                                iQuanti\n",
       "1500                                               Gramener\n",
       "1501                                           XYZ (Turkey)\n",
       "1502                                               Mu Sigma\n",
       "1503                                                iQuanti\n",
       "1504                                                iQuanti\n",
       "1505                            Cogencis Informion Services\n",
       "1506                                               Mu Sigma\n",
       "1507                                               Mu Sigma\n",
       "1508                                               Mu Sigma\n",
       "1509                                               Mu Sigma\n",
       "1510                                              BRIDGEi2i\n",
       "1511                                              BRIDGEi2i\n",
       "1512                                              BRIDGEi2i\n",
       "1513                                                   NITS\n",
       "1514                                Ta Consultancy Services\n",
       "1515                                     LentView Analytics\n",
       "1516                                     LentView Analytics\n",
       "1517                                     LentView Analytics\n",
       "1518                                            FE fundinfo\n",
       "1519                                                Genpact\n",
       "1520                                            FE fundinfo\n",
       "1521                                     LentView Analytics\n",
       "1522                                                 Vishal\n",
       "1523                                             S&P Global\n",
       "1524                                             BNY Mellon\n",
       "1525                                            FE fundinfo\n",
       "1526                                     LentView Analytics\n",
       "1527                                     LentView Analytics\n",
       "1528                                                 NetApp\n",
       "1529                                     LentView Analytics\n",
       "1530                                     LentView Analytics\n",
       "1531                                            FE fundinfo\n",
       "1532                                             S&P Global\n",
       "1533                         Cognizant Technology Solutions\n",
       "1534                         Cognizant Technology Solutions\n",
       "1535                         Cognizant Technology Solutions\n",
       "1536                         Cognizant Technology Solutions\n",
       "1537                                                  Wipro\n",
       "1538                                               Snapdeal\n",
       "1539                                                 Kantar\n",
       "1540                         Cognizant Technology Solutions\n",
       "1541                         Cognizant Technology Solutions\n",
       "1542                        Petroleum    Petrolink Services\n",
       "1543                                                   ZS s\n",
       "1544                                             Inteliment\n",
       "1545                              Applied for    Inteliment\n",
       "1546                                     TransOrg Analytics\n",
       "1547                                                 Kantar\n",
       "1548                        Petroleum    Petrolink Services\n",
       "1549                           The United Stes Pharmacopeia\n",
       "1550                                              Info Edge\n",
       "1551                                                Hotstar\n",
       "1552                                      Anonymous Content\n",
       "1553                                               Novartis\n",
       "1554                                               Novartis\n",
       "1555                                              HDFC Bank\n",
       "1556                                     Sportz Interactive\n",
       "1557                                                    QL2\n",
       "1558                                   Technosoft Corporion\n",
       "1559                                                  Evive\n",
       "1560                                               Deloitte\n",
       "1561                                                  Evive\n",
       "1562                                                Epsilon\n",
       "1563                                                Nielsen\n",
       "1564                                   Services    NTT Ltd.\n",
       "1565                                                 Fiserv\n",
       "1566                                                   Citi\n",
       "1567                                                     EY\n",
       "1568                                                     EY\n",
       "1569                                                 Amazon\n",
       "1570                                            Capital One\n",
       "1571                                                Epsilon\n",
       "1572                                                 Target\n",
       "1573                               Market    Bloomberg L.P.\n",
       "1574                                   Services    NTT Ltd.\n",
       "1575                                                  IQVIA\n",
       "1576                                                 Fiserv\n",
       "1577                                                    PwC\n",
       "1578                                                    AIG\n",
       "1579                                                   Citi\n",
       "1580                                      Anonymous Content\n",
       "1581                                               Novartis\n",
       "1582                                                    PwC\n",
       "1583                                                     EY\n",
       "1584                               Market    Bloomberg L.P.\n",
       "1585                                                Epsilon\n",
       "1586                                                Epsilon\n",
       "1587                                                Epsilon\n",
       "1588                                            Capital One\n",
       "1589                                                 Harris\n",
       "1590                                              Protiviti\n",
       "1591                                         DXC Technology\n",
       "1592                                                Nielsen\n",
       "1593                                  Sourcing    Accenture\n",
       "1594                                          Futures First\n",
       "1595                                              Capgemini\n",
       "1596                                                   Ugam\n",
       "1597                                                   Ugam\n",
       "Name: Company, dtype: object"
      ]
     },
     "execution_count": 137,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df['Company']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 138,
   "metadata": {},
   "outputs": [],
   "source": [
    "df.to_excel(\"glassdoor_DA_Interview.xlsx\")"
   ]
  }
 ],
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