Data Sample

{  
      "ID":"8FRPYY572O",
      "age":41,
      "gender":"female",
      "profession":{  
         "major":"Food Preparation and Serving Related Occupations",
         "branch":"Cooks, Fast Food"
      },
      "interest":"literature",
      "home_address":{  
         "province":"PN3",
         "district":"Ramechaap",
         "MCP":"Umakunda RM",
         "ward":"Ward 3"
      },
      "foreign_address":{  
         "country":"American-Samoa",
         "ID":"AS",
         "lat":"-19.015438",
         "lon":"29.154857",
         "city":"Rawson-Trelew-Playa Uni\u00f3n"
      },
      "date_out":"2018.1.6",
      "date_return":"2019.10.10",
      "fund2invest":{  
         "invetsment sector":"9%",
         "tourism and hospitality":"7%",
         "animal husbandary":"5%",
         "infrastructure":"2%",
         "cottage industries":"8%",
         "personal service business":"2%",
         "retail business":"7%",
         "consultancy service":"3%",
         "alternative energy":"3%",
         "agriculture":"8%",
         "total_fund":2590
      },
      "remittance":[  
         {  
            "month":10,
            "amount":721
         },
         {  
            "month":5,
            "amount":524
         },
         {  
            "month":6,
            "amount":492
         },
         {  
            "month":7,
            "amount":319
         },
         {  
            "month":12,
            "amount":573
         },
         {  
            "month":10,
            "amount":770
         }
      ],
      "travell":[  
         {  
            "date":"2017.2.18",
            "place":{  
               "country":"Cook-Islands",
               "city":"Z\u00fcrich"
            }
         },
         {  
            "date":"2018.8.11",
            "place":{  
               "country":"Belarus",
               "city":"Mozir"
            }
         }
      ],
      "social_work":[  
         {  
            "date":"2011.10.3",
            "work":"pollution control"
         },
         {  
            "date":"2010.12.7",
            "work":"medical camp"
         }
      ],
      "personal_view":[  
         "Yet, having said that, the companies cannot operate without taking responsibility
         for their actions. The terms and services page of both Tootle and Pathao mention
         that they are only \u2018a technology company that does not provide or engage
         in transportation services\u2019. It further mentions that \u2018the company
         is not a transportation provider\u2019. These statements make it easier for 
         them to shirk responsibility. Also, it does not make them liable for the 
         insurance of the rider or the passenger in case of an accident. As a service 
         provider, ensuring the safety of customers should be any company\u2019s top 
         priority\u2014especially in the business of transportation."
      ]
   },

Data generator

1. Generate a random ID of 10 letters(numbers)

'1JOKS6RMCC'

2. Generate a random age uniformly(normally) distributed within range (a,b)

  42

3. Generate a current country and city dictionary

'foreign_address': {'country': 'American-Samoa',
 'ID': 'AS',
 'lat': '-19.015438',
 'lon': '29.154857',
 'city': 'Rawson-Trelew-Playa Unión'},

4. Generate a home address

'home_address': {'province': 'PN3',
 'district': 'Ramechaap',
 'MCP': 'Umakunda RM',
 'ward': 'Ward 3'},

5. Generate a profession

{
 "major": "Medical Doctor",
 "branch": "Cancer therapy",
 }

6. Fund available to implement in business/construction/share

'fund2invest': {'invetsment sector': '9%',
  'tourism and hospitality': '7%',
  'animal husbandary': '5%',
  'infrastructure': '2%',
  'cottage industries': '8%',
  'personal service business': '2%',
  'retail business': '7%',
  'consultancy service': '3%',
  'alternative energy': '3%',
  'agriculture': '8%',
  'total_fund': 2590},

7. Special personal interest

 'interest': 'literature',

9. Date in and date out

'date_out': '2018.1.6',
'date_return': '2019.10.10',

10. Previous social work if any:

'social_work': [{'date': '2011.10.3', 'work': 'pollution control'},
 {'date': '2010.12.7', 'work': 'medical camp'}],

11. Travell History

'travell': [{'date': '2017.2.18',
   'place': {'country': 'Cook-Islands', 'city': 'Zürich'}},
  {'date': '2018.8.11', 'place': {'country': 'Belarus', 'city': 'Mozir'}}],

12. Personal statement/view/openion

personal_view = "Yet, having said that, the companies cannot operate without taking 
 responsibility for their actions.The terms and services page of both Tootle and Pathao
 mention that they are only ‘a technology company that does not provide or engage in 
 transportation services’. It further mentions that ‘the company is not a transportation
 provider’.These statements make it easier for them to shirk responsibility. Also, 
 it does not make them liable for the insurance of the rider or the passenger in case
 of an accident. As a service provider, ensuring the safety of customers should 
 be any company’s top priority—especially in the business of transportation"

13. Remittance pattern

 'remittance': [{'month': 10, 'amount': 721},
  {'month': 5, 'amount': 524},
  {'month': 6, 'amount': 492},
  {'month': 7, 'amount': 319},
  {'month': 12, 'amount': 573},
  {'month': 10, 'amount': 770}],