from faker import Faker

import json

output=open('data.json','w')

fake=Faker()

alldata={}

alldata['records']=[]

for x in range(1000):

data={"name":fake.name(),"age":fake.random_int(min=18, max=80, step=1),"street":fake.street_address(),"city":fake.city(),"state":fake.state(),"zip":fake.zipcode(),"lng":float(fake.longitude()),"lat":float(fake.latitude())}

alldata['records'].append(data)

json.dump(alldata,output)