from faker import Faker
import json
output=open('dirty-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),"guid":fake.guid(),"birthday":fake.birthday()," signup_date":fake. signup_date(),"account_type":fake.account_type())}
alldata['records'].append(data)
json.dump(alldata,output)
from faker import Faker
import csv
output=open("dirty-data.csv','w')
fake=Faker()
header=['guid','age','birthday','signup_date','account_type']
mywriter=csv.writer(output)
mywriter.writerow(header)
for r in range(1000):
mywriter.writerow([fake.guid(),fake.random_int(min=18, max=80, step=1), fake.guid(), fake.age(),fake.birthday(),fake.signup_date(),fake.account_type())])
output.close()
from faker import Faker
import json
import os
os.chdir("/home/demilsonfayika/dataanglo")
fake=Faker()
userid=1
for i in range(1000):
name=fake.guid()
fname=name.replace(" ","-")+'.json'
data={
"guid":guid,
"age":fake.random_int(min=18, max=101, step=1),
"birthday":fake.(),
"signup_date":fake.signup_date(),
"account_type":fake.account_type()
}
datajson=json.dumps(data)
output=open(fname,'w')
userid+=1
output.write(datajson)
output.close()
