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create_database.py
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create_database.py
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import json
from re import X
import pandas as pd
import pyperclip
from datetime import date
import time
from IPython.display import clear_output
from googlesearch import search
from script import *
#calculate age based on date of birth
def calculate_age(born):
day = born.split("/")[0]
month = born.split("/")[1]
year = born.split("/")[2]
today = date.today()
return today.year - int(year) - ((today.month, today.day) < (int(month), int(day)))
celeb = json.load(open("celebrities.json","r"))
df = pd.read_csv("dataset.csv")
last = df.iloc[-1]
print(last["IG profile"])
print(len(df.index))
ready_to_start = False
for c in celeb:
#reach last done
if ready_to_start == False and celeb[c] != last["IG profile"]:
continue
elif celeb[c] == last["IG profile"]:
ready_to_start = True
continue
#reset variables to avoid raising a NameError exception on first iteration or
#using the wrong value in the next iterations
wp = ''
iw = ''
fb = ''
tw = ''
iwDob = ''
ethn = ''
sexStr = ''
intStr = ''
gd = ''
spouseGend = ''
wpDob = ''
wikiSex = ''
print(c, celeb[c])
print("https://www.google.com/search?q="+c.replace(" ","+"))
webdriver.get('https://www.google.com/search?q='+c.replace(" ","+"))
pyperclip.copy(c)
if(input("skip?")==""):
print("ok next")
else: #analyze the guy
print('Name?')
#asks for name
temp_name = input()
if temp_name == "":
name = c
else:
name = temp_name
query1 = name + " facebook"
query2 = name + " twitter"
query3 = name + ' idolwiki'
query4 = name + ' wikipedia'
#predicts gender based on first name
gd = getGender(name)
#asks for confirmation if name is not in database (e.g. the name is a brand)
if gd == 'unknown' or gd == 'andy':
x = input('\nThis name is not in the database\nIs this a real person? [Y]/n ')
if x == 'n' or x == 'N':
break
else:
if gd != '':
print('\nSuggestion: ' + gd + ' - Press enter to confirm')
print('Gender? m/f')
#start query for finding facebook profile
for j in search(query1, tld="com", num=1, stop=1, pause=2):
fb = j
#start query for finding twitter profile
for k in search(query2, tld="com", num=1, stop=1, pause=2):
tw = k.split("?")[0]
#asks for gender
while True:
g = input()
if g == 'm' or g =='M':
gend = 'M'
break
elif g == 'f' or g == 'F':
gend = 'F'
break
elif g == '':
gend = gd
break
#if the celerity being analyzed is not a male the program skips to the next iteration
if gend == 'M':
#start query to find Idolwiki page
for i in search(query3, tld="com", num=1, stop=1, pause=2):
iw = i
#scrapes date of birth, ethnicity, sexual orientation, interests from Idolwiki
try:
if iw.startswith('https://idolwiki.com/'):
iwDob, ethn, sexStr, intStr = IWscrape(iw)
except NameError:
pass
#shows suggestion for Facebook profile
if fb != '':
print('\nSuggestion: ' + fb + ' - Press enter to confirm')
print("Facebook?")
webdriver.get(fb)
#asks for Facebook profile link
face = input()
if face != "":
fb = face
#shows suggestion for Twitter profile
if tw != '':
print('\nSuggestion: ' + tw + ' - Press enter to confirm')
print("Twitter?")
webdriver.get(tw)
#start query to find english Wikipedia page
for i in search(query4, tld="com", lang='en', num=1, stop=1, pause=2):
wp = i
#asks for Twitter profile link
twitt = input()
if twitt!= "":
tw = twitt
#scrapes spouse gender, date of birth from Wikipedia
try:
if wp.startswith('https://en.wikipedia.org/wiki/'):
spouseGend, wpDob = WPscrape(wp)
except NameError:
pass
#determines sexual orientation based on gender and spouse(s) gender
if spouseGend in ['male', 'female', 'bi']:
if spouseGend == 'bi':
wikiSex = 'Bisexual'
elif gend == spouseGend:
wikiSex = 'Homosexual'
elif gend != spouseGend and spouseGend != 'bi':
wikiSex = 'Heterosexual'
#shows google results to help in case of manual input for date of birth
webdriver.get('https://www.google.com/search?q=' + name.replace(' ', '+') + '+age')
#formato dd/mm/yyy
try:
#date of birth was found on Idolwiki AND Wikipedia
if iwDob != '' and wpDob != '':
#they are the same
if iwDob == wpDob:
print('\nSuggestion: ' + iwDob + ' - Press enter to confirm')
print('Or enter date of birth manually DD/MM/YYYY\n')
bdate = input()
if bdate == '':
bdate = iwDob
#theres a conflict between the data found
else:
print('Wikipedia suggestion: ' + wpDob + '\nPress 1 to confirm\n')
print('Idolwiki suggestion: ' + iwDob + '\nPress 2 to confirm\n')
print('Or enter date of birth manually DD/MM/YYYY\n')
bdate = input()
if bdate == '1':
bdate = wpDob
elif bdate == '2':
bdate = iwDob
#only Idolwiki's date of birth was found
elif iwDob != '' and wpDob == '':
print('Suggestion: ' + iwDob + '\nPress enter to confirm')
print('Or enter date of birth manually DD/MM/YYYY\n')
bdate = input()
if bdate == '':
bdate = iwDob
#only Wikipedia's date of birth was found
elif wpDob != '' and iwDob == '':
print('Suggestion: ' + wpDob + '\nPress enter to confirm')
print('Or enter date of birth manually DD/MM/YYYY\n')
bdate = input()
if bdate == '':
bdate = wpDob
#no date of birth was found automatically
else:
bdate = input("Birthdate?")
except NameError:
bdate = input("Birthdate?")
pass
age = calculate_age(bdate)
#shows ethnicity's suggestion
try:
if ethn != '':
print('\nSuggestion: ' + ethn)
except NameError:
pass
#asks for ethnicity
print("Ethnicity? c/af/i/as")
ethnicity = input()
while True:
if ethnicity == "c":
ethnicity = "Caucasian"
break
elif ethnicity == "af":
ethnicity = "African American"
break
elif ethnicity == "i":
ethnicity = "Indian"
break
elif ethnicity == "as":
ethnicity = "Asian"
break
#shows interests' suggestion(s)
try:
if intStr != '':
print('\nSuggestions: ' + intStr + ' - Press enter to confirm')
#asks for interests
interest = input("Interest?")
if interest == '':
interest = intStr
except NameError:
interest = input("Interest?")
pass
#shows sexual orientation suggestion(s)
try:
#only Idolwiki's suggestion was found
if sexStr != '' and wikiSex == '':
print('\nSuggestion: ' + sexStr + ' (Idolwiki) - Press enter to confirm')
#only Wikipedia's suggestion was found
elif wikiSex != '' and sexStr == '':
print('\nSuggestion: ' + wikiSex + ' (Wikipedia) - Press enter to confirm')
#both Idolwiki's and Wikipedia's suggestions were found
elif wikiSex != '' and sexStr != '':
#they are equal
if wikiSex == sexStr:
print('Suggestion: ' + wikiSex + ' - Press enter to confirm')
#they are conflicting
else:
print('\nIdolwiki suggestion: ' + sexStr + ' - Press 1 to confirm')
print('\nWikipedia suggestion: ' + wikiSex + ' - Press 2 to confirm')
while True:
sex = input("Sexual? H/O/B")
if sex == "H" or sex == "h":
sex = "Heterosexual"
break
elif sex == "O" or sex == "o":
sex ="Homosexual"
break
elif sex == "B" or sex == "b":
sex ="Bisexual"
break
elif sexStr != '' and wikiSex == '' and sex == '':
sex = sexStr
break
elif wikiSex != '' and sexStr == '' and sex == '':
sex = wikiSex
break
elif wikiSex != '' and sexStr != '' and sex in ['1', '2', '']:
if wikiSex == sexStr and sex == '':
sex = wikiSex
break
else:
if sex == '1':
sex = sexStr
break
elif sex == '2':
sex = wikiSex
break
except NameError:
while True:
sex = input("Sexual? H/O/B")
if sex == "H" or sex == "h":
sex = "Heterosexual"
break
elif sex == "O" or sex == "o":
sex ="Homosexual"
break
elif sex == "B" or sex == "b":
sex ="Bisexual"
break
#shows search result to help in case of manual input for current city
webdriver.get('https://www.google.com/search?q=where+does+' + name.replace(' ', '+') + '+live')
print("City?")
city = input()
newCeleb = {'Celebrity name':name, 'IG profile':celeb[c], 'fb profile':fb, 'Twitter profile':tw,
'Gender':gend, 'Age':age, 'DOB':bdate, 'Ethnicity':ethnicity, 'Interest':interest, 'Sexual orientation':sex,
'Current city':city}
df = df.append(newCeleb,ignore_index=True)
print("Total Done: ",len(df.index))
df.to_csv("dataset.csv",index=False)
if(input("\nContinue?[Y]/n") == 'n'):
break
else:
print('Not a male\n')
#for i in range(10):
# clear_output(wait=True)
#time.sleep(1)