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dhavalsavalia/CSV_DATA.csv

Last active June 2, 2018 07:58
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Resumes collection to train Hemang's model
Raw
code.py
from faker import Faker
from random import randint
import random
import json
fake = Faker()
discipline_list = [
"be", "me", "bca", "mca"
]
resumes = list()
for i in range(50):
candidate = {"name": fake.name(), "age": randint(1, 30)}
experiences = list()
for j in range(randint(0, 2)):
experience = {"position": fake.job(), "years": randint(1, 3)}
experiences.append(experience)
candidate["experiences"] = experiences
qualifications = list()
for k in range(randint(0, 2)):
qualification = {"discipline": random.SystemRandom().choice(discipline_list)}
qualifications.append(qualification)
candidate["qualifications"] = qualifications
resumes.append(candidate)
file = open("data.json", "w+")
file.write(json.dumps(resumes))
file.close()
Raw
CSV_DATA.csv
name age experiences qualifications
Robert Campbell 13 mca
Jonathan Rivers 23
Joseph Ferrell 27 Operational researcher|3|Clinical cytogeneticist|3 mca|bca
Kathleen Lopez 5 bca
Jeremy Clark 25 be
Angela Cain 17 Banker|3|Charity officer|1 be
Alexis Perez 24 Radio broadcast assistant|1|Production engineer|1
Elizabeth Glenn 4 Music tutor|2|Editorial assistant|3
Thomas Flores 30 bca
Timothy West 26 Engineer, land|3|Barrister|3
Jeffrey Moss 17 TEFL teacher|2|Conservation officer, nature|2 be|bca
Ashley Mcneil 26 Fashion designer|3
Sheila Wright 1 Engineer, broadcasting (operations)|3
Linda Flores 2 Theme park manager|2 be
Charles Davis 1 Engineer, technical sales|2 mca
Darren Rivera 7 Engineer, petroleum|2
Jill Medina 22 Conference centre manager|1 be
Raymond Simmons 6 Press photographer|1|Legal executive|1
Nicole Silva DDS 29 Research officer, political party|1 be|mca
Shawn Smith 5 be
Nicholas Medina 11 Engineer, aeronautical|2 be
Jamie Butler 3
Christopher Simon 7 Sports administrator|2|Animal technologist|1 me|be
Richard Anderson 21 Clinical cytogeneticist|2|Sports therapist|2 be
Mr. Micheal Michael MD 30 Company secretary|2 bca
Christian Cunningham 8 Product/process development scientist|1|Chemist, analytical|2
Michael Williams 28 Garment/textile technologist|3|Air broker|3
Brenda Johnson 27 Buyer, retail|1 mca
Michael Arellano 30 me|mca
Heather Ferrell 14 Oncologist|1 me
Riley Morgan 13 mca
Kayla Horn 20 be|be
Steve Nguyen 16 Engineer, technical sales|3
Rachel Erickson 6 Air broker|2|Materials engineer|3 be
Susan Hudson 5 Radiographer, diagnostic|2
Scott Williams 6 Information officer|3 bca|mca
Tanya Henderson 28 be
Amanda Shaffer 26 Geologist, wellsite|3 mca|me
Mark Edwards 14 Product/process development scientist|3|Health service manager|2 be
Patrick Shaw 15 Software engineer|3|Journalist, newspaper|2 bca|me
Jennifer Schultz 10 Surveyor, insurance|1
Carrie Garcia 24 bca|me
Wesley Anderson 10 mca
Cynthia Cisneros 14 bca|bca
Raven Shannon 13 Research officer, political party|1 be
Jeremy Carter 14
Matthew Palmer 26 Scientist, biomedical|3|Education administrator|3 be
James Lynch 18 Runner, broadcasting/film/video|3|Retail manager|3 me|be
Tammy Holland 11 Restaurant manager|1|Petroleum engineer|2
Wendy Lopez 25 me|mca
Raw
JSON_DATA.json
[
{
"name": "Robert Campbell",
"age": 13,
"experiences": [],
"qualifications": [
{
"discipline": "mca"
}
]
},
{
"name": "Jonathan Rivers",
"age": 23,
"experiences": [],
"qualifications": []
},
{
"name": "Joseph Ferrell",
"age": 27,
"experiences": [
{
"position": "Operational researcher",
"years": 3
},
{
"position": "Clinical cytogeneticist",
"years": 3
}
],
"qualifications": [
{
"discipline": "mca"
},
{
"discipline": "bca"
}
]
},
{
"name": "Kathleen Lopez",
"age": 5,
"experiences": [],
"qualifications": [
{
"discipline": "bca"
}
]
},
{
"name": "Jeremy Clark",
"age": 25,
"experiences": [],
"qualifications": [
{
"discipline": "be"
}
]
},
{
"name": "Angela Cain",
"age": 17,
"experiences": [
{
"position": "Banker",
"years": 3
},
{
"position": "Charity officer",
"years": 1
}
],
"qualifications": [
{
"discipline": "be"
}
]
},
{
"name": "Alexis Perez",
"age": 24,
"experiences": [
{
"position": "Radio broadcast assistant",
"years": 1
},
{
"position": "Production engineer",
"years": 1
}
],
"qualifications": []
},
{
"name": "Elizabeth Glenn",
"age": 4,
"experiences": [
{
"position": "Music tutor",
"years": 2
},
{
"position": "Editorial assistant",
"years": 3
}
],
"qualifications": []
},
{
"name": "Thomas Flores",
"age": 30,
"experiences": [],
"qualifications": [
{
"discipline": "bca"
}
]
},
{
"name": "Timothy West",
"age": 26,
"experiences": [
{
"position": "Engineer, land",
"years": 3
},
{
"position": "Barrister",
"years": 3
}
],
"qualifications": []
},
{
"name": "Jeffrey Moss",
"age": 17,
"experiences": [
{
"position": "TEFL teacher",
"years": 2
},
{
"position": "Conservation officer, nature",
"years": 2
}
],
"qualifications": [
{
"discipline": "be"
},
{
"discipline": "bca"
}
]
},
{
"name": "Ashley Mcneil",
"age": 26,
"experiences": [
{
"position": "Fashion designer",
"years": 3
}
],
"qualifications": []
},
{
"name": "Sheila Wright",
"age": 1,
"experiences": [
{
"position": "Engineer, broadcasting (operations)",
"years": 3
}
],
"qualifications": []
},
{
"name": "Linda Flores",
"age": 2,
"experiences": [
{
"position": "Theme park manager",
"years": 2
}
],
"qualifications": [
{
"discipline": "be"
}
]
},
{
"name": "Charles Davis",
"age": 1,
"experiences": [
{
"position": "Engineer, technical sales",
"years": 2
}
],
"qualifications": [
{
"discipline": "mca"
}
]
},
{
"name": "Darren Rivera",
"age": 7,
"experiences": [
{
"position": "Engineer, petroleum",
"years": 2
}
],
"qualifications": []
},
{
"name": "Jill Medina",
"age": 22,
"experiences": [
{
"position": "Conference centre manager",
"years": 1
}
],
"qualifications": [
{
"discipline": "be"
}
]
},
{
"name": "Raymond Simmons",
"age": 6,
"experiences": [
{
"position": "Press photographer",
"years": 1
},
{
"position": "Legal executive",
"years": 1
}
],
"qualifications": []
},
{
"name": "Nicole Silva DDS",
"age": 29,
"experiences": [
{
"position": "Research officer, political party",
"years": 1
}
],
"qualifications": [
{
"discipline": "be"
},
{
"discipline": "mca"
}
]
},
{
"name": "Shawn Smith",
"age": 5,
"experiences": [],
"qualifications": [
{
"discipline": "be"
}
]
},
{
"name": "Nicholas Medina",
"age": 11,
"experiences": [
{
"position": "Engineer, aeronautical",
"years": 2
}
],
"qualifications": [
{
"discipline": "be"
}
]
},
{
"name": "Jamie Butler",
"age": 3,
"experiences": [],
"qualifications": []
},
{
"name": "Christopher Simon",
"age": 7,
"experiences": [
{
"position": "Sports administrator",
"years": 2
},
{
"position": "Animal technologist",
"years": 1
}
],
"qualifications": [
{
"discipline": "me"
},
{
"discipline": "be"
}
]
},
{
"name": "Richard Anderson",
"age": 21,
"experiences": [
{
"position": "Clinical cytogeneticist",
"years": 2
},
{
"position": "Sports therapist",
"years": 2
}
],
"qualifications": [
{
"discipline": "be"
}
]
},
{
"name": "Mr. Micheal Michael MD",
"age": 30,
"experiences": [
{
"position": "Company secretary",
"years": 2
}
],
"qualifications": [
{
"discipline": "bca"
}
]
},
{
"name": "Christian Cunningham",
"age": 8,
"experiences": [
{
"position": "Product/process development scientist",
"years": 1
},
{
"position": "Chemist, analytical",
"years": 2
}
],
"qualifications": []
},
{
"name": "Michael Williams",
"age": 28,
"experiences": [
{
"position": "Garment/textile technologist",
"years": 3
},
{
"position": "Air broker",
"years": 3
}
],
"qualifications": []
},
{
"name": "Brenda Johnson",
"age": 27,
"experiences": [
{
"position": "Buyer, retail",
"years": 1
}
],
"qualifications": [
{
"discipline": "mca"
}
]
},
{
"name": "Michael Arellano",
"age": 30,
"experiences": [],
"qualifications": [
{
"discipline": "me"
},
{
"discipline": "mca"
}
]
},
{
"name": "Heather Ferrell",
"age": 14,
"experiences": [
{
"position": "Oncologist",
"years": 1
}
],
"qualifications": [
{
"discipline": "me"
}
]
},
{
"name": "Riley Morgan",
"age": 13,
"experiences": [],
"qualifications": [
{
"discipline": "mca"
}
]
},
{
"name": "Kayla Horn",
"age": 20,
"experiences": [],
"qualifications": [
{
"discipline": "be"
},
{
"discipline": "be"
}
]
},
{
"name": "Steve Nguyen",
"age": 16,
"experiences": [
{
"position": "Engineer, technical sales",
"years": 3
}
],
"qualifications": []
},
{
"name": "Rachel Erickson",
"age": 6,
"experiences": [
{
"position": "Air broker",
"years": 2
},
{
"position": "Materials engineer",
"years": 3
}
],
"qualifications": [
{
"discipline": "be"
}
]
},
{
"name": "Susan Hudson",
"age": 5,
"experiences": [
{
"position": "Radiographer, diagnostic",
"years": 2
}
],
"qualifications": []
},
{
"name": "Scott Williams",
"age": 6,
"experiences": [
{
"position": "Information officer",
"years": 3
}
],
"qualifications": [
{
"discipline": "bca"
},
{
"discipline": "mca"
}
]
},
{
"name": "Tanya Henderson",
"age": 28,
"experiences": [],
"qualifications": [
{
"discipline": "be"
}
]
},
{
"name": "Amanda Shaffer",
"age": 26,
"experiences": [
{
"position": "Geologist, wellsite",
"years": 3
}
],
"qualifications": [
{
"discipline": "mca"
},
{
"discipline": "me"
}
]
},
{
"name": "Mark Edwards",
"age": 14,
"experiences": [
{
"position": "Product/process development scientist",
"years": 3
},
{
"position": "Health service manager",
"years": 2
}
],
"qualifications": [
{
"discipline": "be"
}
]
},
{
"name": "Patrick Shaw",
"age": 15,
"experiences": [
{
"position": "Software engineer",
"years": 3
},
{
"position": "Journalist, newspaper",
"years": 2
}
],
"qualifications": [
{
"discipline": "bca"
},
{
"discipline": "me"
}
]
},
{
"name": "Jennifer Schultz",
"age": 10,
"experiences": [
{
"position": "Surveyor, insurance",
"years": 1
}
],
"qualifications": []
},
{
"name": "Carrie Garcia",
"age": 24,
"experiences": [],
"qualifications": [
{
"discipline": "bca"
},
{
"discipline": "me"
}
]
},
{
"name": "Wesley Anderson",
"age": 10,
"experiences": [],
"qualifications": [
{
"discipline": "mca"
}
]
},
{
"name": "Cynthia Cisneros",
"age": 14,
"experiences": [],
"qualifications": [
{
"discipline": "bca"
},
{
"discipline": "bca"
}
]
},
{
"name": "Raven Shannon",
"age": 13,
"experiences": [
{
"position": "Research officer, political party",
"years": 1
}
],
"qualifications": [
{
"discipline": "be"
}
]
},
{
"name": "Jeremy Carter",
"age": 14,
"experiences": [],
"qualifications": []
},
{
"name": "Matthew Palmer",
"age": 26,
"experiences": [
{
"position": "Scientist, biomedical",
"years": 3
},
{
"position": "Education administrator",
"years": 3
}
],
"qualifications": [
{
"discipline": "be"
}
]
},
{
"name": "James Lynch",
"age": 18,
"experiences": [
{
"position": "Runner, broadcasting/film/video",
"years": 3
},
{
"position": "Retail manager",
"years": 3
}
],
"qualifications": [
{
"discipline": "me"
},
{
"discipline": "be"
}
]
},
{
"name": "Tammy Holland",
"age": 11,
"experiences": [
{
"position": "Restaurant manager",
"years": 1
},
{
"position": "Petroleum engineer",
"years": 2
}
],
"qualifications": []
},
{
"name": "Wendy Lopez",
"age": 25,
"experiences": [],
"qualifications": [
{
"discipline": "me"
},
{
"discipline": "mca"
}
]
}
]
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