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We are restriucturing the data. Able to parse the data
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import pandas as pd | ||
import requests | ||
import random | ||
from bs4 import BeautifulSoup | ||
import sys | ||
import codecs | ||
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sys.stdout.reconfigure(encoding='utf-8') | ||
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if __name__ == '__main__': | ||
df = pd.read_csv("TheCatogories.csv", encoding="utf-8") | ||
df = pd.read_csv("Categories/TheCatogories.csv", encoding="utf-8") | ||
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print(df.head(5)) | ||
for index, row in df.iterrows(): | ||
field = row['Field_ID'] | ||
subfield = row["SubField_ID"] | ||
# TODO: CurrPage needs to increase by 1 until end | ||
random_number = random.uniform(0, 1) | ||
print(random_number) | ||
parameters = { | ||
"PageID": 112, | ||
"CurrPage": 1, | ||
"spec": field, | ||
"spec1": subfield, | ||
"searchoption": "And", | ||
"rand": random_number | ||
} | ||
r = requests.get( | ||
"https://www.oea.org.lb/Arabic/GetMembers.aspx", params=parameters) | ||
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response = r.text | ||
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soup = BeautifulSoup(response, 'html.parser') | ||
# print(response) | ||
engineer_IDs = soup.find_all(class_="date") | ||
arabic_names = soup.find_all(class_="company") | ||
latin_names = soup.find_all(class_="field") | ||
links = soup.find_all(class_="more") | ||
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data={"Engineer_ID":engineer_IDs, | ||
"Arabic_Names":arabic_names, | ||
"Latin_Names":latin_names, | ||
"Links": links} | ||
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# TODO: Create CSV and check it | ||
# TODO: create dictionaary | ||
# We need the remove the added divs and info | ||
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break |
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<ul> | ||
<li> | ||
<div class="date"><b>رقم المهندس: </b>2637</div> | ||
<div class="company"><b>الاسم: </b>غسان متري شكور</div> | ||
<div class="field"><b>Latin Name: </b>Ghassan Mitri Chaccour</div> | ||
<div class="more"><a href='Memberdetails.aspx?pagesize=20&RadCurrentPage=1&Code=0&Specialty=500&HRSpecialty=117&FamilyName=&Name=&pageid=112&Engcode=2637&id=152119'>التفاصيل</a></div> | ||
</li> | ||
<li> | ||
<div class="date"><b>رقم المهندس: </b>2684</div> | ||
<div class="company"><b>الاسم: </b>جاد انطوان تابت</div> | ||
<div class="field"><b>Latin Name: </b>Jad Antoine Tabet</div> | ||
<div class="more"><a href='Memberdetails.aspx?pagesize=20&RadCurrentPage=1&Code=0&Specialty=500&HRSpecialty=117&FamilyName=&Name=&pageid=112&Engcode=2684&id=151509'>التفاصيل</a></div> | ||
</li> | ||
<li> | ||
<div class="date"><b>رقم المهندس: </b>5930</div> | ||
<div class="company"><b>الاسم: </b>ناجي امين عون</div> | ||
<div class="field"><b>Latin Name: </b>Naji Amine Aoun</div> | ||
<div class="more"><a href='Memberdetails.aspx?pagesize=20&RadCurrentPage=1&Code=0&Specialty=500&HRSpecialty=117&FamilyName=&Name=&pageid=112&Engcode=5930&id=154765'>التفاصيل</a></div> | ||
</li> | ||
<li> | ||
<div class="date"><b>رقم المهندس: </b>14260</div> | ||
<div class="company"><b>الاسم: </b>امنه عاصم بدر الدين</div> | ||
<div class="field"><b>Latin Name: </b>Amenah Assem Badreddine</div> | ||
<div class="more"><a href='Memberdetails.aspx?pagesize=20&RadCurrentPage=1&Code=0&Specialty=500&HRSpecialty=117&FamilyName=&Name=&pageid=112&Engcode=14260&id=163905'>التفاصيل</a></div> | ||
</li> | ||
<li> | ||
<div class="date"><b>رقم المهندس: </b>16419</div> | ||
<div class="company"><b>الاسم: </b>جوزف فيليب ابراهيم</div> | ||
<div class="field"><b>Latin Name: </b>JOSEPH PHILIP IBRAHIM</div> | ||
<div class="more"><a href='Memberdetails.aspx?pagesize=20&RadCurrentPage=1&Code=0&Specialty=500&HRSpecialty=117&FamilyName=&Name=&pageid=112&Engcode=16419&id=165893'>التفاصيل</a></div> | ||
</li> | ||
<li> | ||
<div class="date"><b>رقم المهندس: </b>17180</div> | ||
<div class="company"><b>الاسم: </b>فراس توفيق مرتضى</div> | ||
<div class="field"><b>Latin Name: </b>FIRAS TOUFIC MOURTADA</div> | ||
<div class="more"><a href='Memberdetails.aspx?pagesize=20&RadCurrentPage=1&Code=0&Specialty=500&HRSpecialty=117&FamilyName=&Name=&pageid=112&Engcode=17180&id=166748'>التفاصيل</a></div> | ||
</li> | ||
<li> | ||
<div class="date"><b>رقم المهندس: </b>21408</div> | ||
<div class="company"><b>الاسم: </b>رشا يوسف الديراني</div> | ||
<div class="field"><b>Latin Name: </b>Rasha Youssef El Dirani</div> | ||
<div class="more"><a href='Memberdetails.aspx?pagesize=20&RadCurrentPage=1&Code=0&Specialty=500&HRSpecialty=117&FamilyName=&Name=&pageid=112&Engcode=21408&id=170718'>التفاصيل</a></div> | ||
</li> | ||
<li> | ||
<div class="date"><b>رقم المهندس: </b>23398</div> | ||
<div class="company"><b>الاسم: </b>ايليا فواد موسى</div> | ||
<div class="field"><b>Latin Name: </b>Elia Fouad Moussa</div> | ||
<div class="more"><a href='Memberdetails.aspx?pagesize=20&RadCurrentPage=1&Code=0&Specialty=500&HRSpecialty=117&FamilyName=&Name=&pageid=112&Engcode=23398&id=173611'>التفاصيل</a></div> | ||
</li> | ||
<li> | ||
<div class="date"><b>رقم المهندس: </b>26363</div> | ||
<div class="company"><b>الاسم: </b>وائل رياض فاخوري</div> | ||
<div class="field"><b>Latin Name: </b>Wael Riad Fakhoury</div> | ||
<div class="more"><a href='Memberdetails.aspx?pagesize=20&RadCurrentPage=1&Code=0&Specialty=500&HRSpecialty=117&FamilyName=&Name=&pageid=112&Engcode=26363&id=175754'>التفاصيل</a></div> | ||
</li> | ||
<li> | ||
<div class="date"><b>رقم المهندس: </b>26517</div> | ||
<div class="company"><b>الاسم: </b>غسان جرجس خوري</div> | ||
<div class="field"><b>Latin Name: </b>Ghassan Gerges El Khoury</div> | ||
<div class="more"><a href='Memberdetails.aspx?pagesize=20&RadCurrentPage=1&Code=0&Specialty=500&HRSpecialty=117&FamilyName=&Name=&pageid=112&Engcode=26517&id=175288'>التفاصيل</a></div> | ||
</li> | ||
<li> | ||
<div class="date"><b>رقم المهندس: </b>26632</div> | ||
<div class="company"><b>الاسم: </b>مهيب فايز بو ذياب</div> | ||
<div class="field"><b>Latin Name: </b>Mouhib Fayez Bou Diab</div> | ||
<div class="more"><a href='Memberdetails.aspx?pagesize=20&RadCurrentPage=1&Code=0&Specialty=500&HRSpecialty=117&FamilyName=&Name=&pageid=112&Engcode=26632&id=176337'>التفاصيل</a></div> | ||
</li> | ||
<li> | ||
<div class="date"><b>رقم المهندس: </b>27760</div> | ||
<div class="company"><b>الاسم: </b>ايليان الياس الحاج</div> | ||
<div class="field"><b>Latin Name: </b>Eliane Elias El Haj</div> | ||
<div class="more"><a href='Memberdetails.aspx?pagesize=20&RadCurrentPage=1&Code=0&Specialty=500&HRSpecialty=117&FamilyName=&Name=&pageid=112&Engcode=27760&id=177245'>التفاصيل</a></div> | ||
</li> | ||
<li> | ||
<div class="date"><b>رقم المهندس: </b>28226</div> | ||
<div class="company"><b>الاسم: </b>نسرين نعمان بغدادي</div> | ||
<div class="field"><b>Latin Name: </b>Nisrene Naaman Baghdadi</div> | ||
<div class="more"><a href='Memberdetails.aspx?pagesize=20&RadCurrentPage=1&Code=0&Specialty=500&HRSpecialty=117&FamilyName=&Name=&pageid=112&Engcode=28226&id=177730'>التفاصيل</a></div> | ||
</li> | ||
<li> | ||
<div class="date"><b>رقم المهندس: </b>28600</div> | ||
<div class="company"><b>الاسم: </b>يوسف صالح حلو</div> | ||
<div class="field"><b>Latin Name: </b>Youssef Saleh El Hellou</div> | ||
<div class="more"><a href='Memberdetails.aspx?pagesize=20&RadCurrentPage=1&Code=0&Specialty=500&HRSpecialty=117&FamilyName=&Name=&pageid=112&Engcode=28600&id=178058'>التفاصيل</a></div> | ||
</li> | ||
<li> | ||
<div class="date"><b>رقم المهندس: </b>28693</div> | ||
<div class="company"><b>الاسم: </b>وائل صبري معنقي</div> | ||
<div class="field"><b>Latin Name: </b>Wael Sabri Maanaki</div> | ||
<div class="more"><a href='Memberdetails.aspx?pagesize=20&RadCurrentPage=1&Code=0&Specialty=500&HRSpecialty=117&FamilyName=&Name=&pageid=112&Engcode=28693&id=149294'>التفاصيل</a></div> | ||
</li> | ||
<li> | ||
<div class="date"><b>رقم المهندس: </b>28711</div> | ||
<div class="company"><b>الاسم: </b>بشير ميشال ابي فاضل</div> | ||
<div class="field"><b>Latin Name: </b>Bachir Michel Abi Fadel</div> | ||
<div class="more"><a href='Memberdetails.aspx?pagesize=20&RadCurrentPage=1&Code=0&Specialty=500&HRSpecialty=117&FamilyName=&Name=&pageid=112&Engcode=28711&id=149312'>التفاصيل</a></div> | ||
</li> | ||
<li> | ||
<div class="date"><b>رقم المهندس: </b>28734</div> | ||
<div class="company"><b>الاسم: </b>عيسى سمير حيدريه</div> | ||
<div class="field"><b>Latin Name: </b>Issa Samir Haidarieh</div> | ||
<div class="more"><a href='Memberdetails.aspx?pagesize=20&RadCurrentPage=1&Code=0&Specialty=500&HRSpecialty=117&FamilyName=&Name=&pageid=112&Engcode=28734&id=149335'>التفاصيل</a></div> | ||
</li> | ||
<li> | ||
<div class="date"><b>رقم المهندس: </b>28744</div> | ||
<div class="company"><b>الاسم: </b>داني الياس الفغالي</div> | ||
<div class="field"><b>Latin Name: </b>Danny Elias Feghaly</div> | ||
<div class="more"><a href='Memberdetails.aspx?pagesize=20&RadCurrentPage=1&Code=0&Specialty=500&HRSpecialty=117&FamilyName=&Name=&pageid=112&Engcode=28744&id=149345'>التفاصيل</a></div> | ||
</li> | ||
<li> | ||
<div class="date"><b>رقم المهندس: </b>28746</div> | ||
<div class="company"><b>الاسم: </b>رنا وائل طليع</div> | ||
<div class="field"><b>Latin Name: </b>Rana Wael Talih</div> | ||
<div class="more"><a href='Memberdetails.aspx?pagesize=20&RadCurrentPage=1&Code=0&Specialty=500&HRSpecialty=117&FamilyName=&Name=&pageid=112&Engcode=28746&id=149347'>التفاصيل</a></div> | ||
</li> | ||
<li> | ||
<div class="date"><b>رقم المهندس: </b>28755</div> | ||
<div class="company"><b>الاسم: </b>سليم عادل القاضي</div> | ||
<div class="field"><b>Latin Name: </b>Salim Adel Al-Kadi</div> | ||
<div class="more"><a href='Memberdetails.aspx?pagesize=20&RadCurrentPage=1&Code=0&Specialty=500&HRSpecialty=117&FamilyName=&Name=&pageid=112&Engcode=28755&id=149356'>التفاصيل</a></div> | ||
</li> | ||
<div class="clearBoth"></div> | ||
<div class="loadMore">المزيد</div> | ||
</ul> |
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@@ -0,0 +1,124 @@ | ||
<ul> | ||
<li> | ||
<div class="date"><b>رقم المهندس: </b>2637</div> | ||
<div class="company"><b>الاسم: </b>غسان متري شكور</div> | ||
<div class="field"><b>Latin Name: </b>Ghassan Mitri Chaccour</div> | ||
<div class="more"><a href='Memberdetails.aspx?pagesize=20&RadCurrentPage=1&Code=0&Specialty=500&HRSpecialty=117&FamilyName=&Name=&pageid=112&Engcode=2637&id=152119'>التفاصيل</a></div> | ||
</li> | ||
<li> | ||
<div class="date"><b>رقم المهندس: </b>2684</div> | ||
<div class="company"><b>الاسم: </b>جاد انطوان تابت</div> | ||
<div class="field"><b>Latin Name: </b>Jad Antoine Tabet</div> | ||
<div class="more"><a href='Memberdetails.aspx?pagesize=20&RadCurrentPage=1&Code=0&Specialty=500&HRSpecialty=117&FamilyName=&Name=&pageid=112&Engcode=2684&id=151509'>التفاصيل</a></div> | ||
</li> | ||
<li> | ||
<div class="date"><b>رقم المهندس: </b>5930</div> | ||
<div class="company"><b>الاسم: </b>ناجي امين عون</div> | ||
<div class="field"><b>Latin Name: </b>Naji Amine Aoun</div> | ||
<div class="more"><a href='Memberdetails.aspx?pagesize=20&RadCurrentPage=1&Code=0&Specialty=500&HRSpecialty=117&FamilyName=&Name=&pageid=112&Engcode=5930&id=154765'>التفاصيل</a></div> | ||
</li> | ||
<li> | ||
<div class="date"><b>رقم المهندس: </b>14260</div> | ||
<div class="company"><b>الاسم: </b>امنه عاصم بدر الدين</div> | ||
<div class="field"><b>Latin Name: </b>Amenah Assem Badreddine</div> | ||
<div class="more"><a href='Memberdetails.aspx?pagesize=20&RadCurrentPage=1&Code=0&Specialty=500&HRSpecialty=117&FamilyName=&Name=&pageid=112&Engcode=14260&id=163905'>التفاصيل</a></div> | ||
</li> | ||
<li> | ||
<div class="date"><b>رقم المهندس: </b>16419</div> | ||
<div class="company"><b>الاسم: </b>جوزف فيليب ابراهيم</div> | ||
<div class="field"><b>Latin Name: </b>JOSEPH PHILIP IBRAHIM</div> | ||
<div class="more"><a href='Memberdetails.aspx?pagesize=20&RadCurrentPage=1&Code=0&Specialty=500&HRSpecialty=117&FamilyName=&Name=&pageid=112&Engcode=16419&id=165893'>التفاصيل</a></div> | ||
</li> | ||
<li> | ||
<div class="date"><b>رقم المهندس: </b>17180</div> | ||
<div class="company"><b>الاسم: </b>فراس توفيق مرتضى</div> | ||
<div class="field"><b>Latin Name: </b>FIRAS TOUFIC MOURTADA</div> | ||
<div class="more"><a href='Memberdetails.aspx?pagesize=20&RadCurrentPage=1&Code=0&Specialty=500&HRSpecialty=117&FamilyName=&Name=&pageid=112&Engcode=17180&id=166748'>التفاصيل</a></div> | ||
</li> | ||
<li> | ||
<div class="date"><b>رقم المهندس: </b>21408</div> | ||
<div class="company"><b>الاسم: </b>رشا يوسف الديراني</div> | ||
<div class="field"><b>Latin Name: </b>Rasha Youssef El Dirani</div> | ||
<div class="more"><a href='Memberdetails.aspx?pagesize=20&RadCurrentPage=1&Code=0&Specialty=500&HRSpecialty=117&FamilyName=&Name=&pageid=112&Engcode=21408&id=170718'>التفاصيل</a></div> | ||
</li> | ||
<li> | ||
<div class="date"><b>رقم المهندس: </b>23398</div> | ||
<div class="company"><b>الاسم: </b>ايليا فواد موسى</div> | ||
<div class="field"><b>Latin Name: </b>Elia Fouad Moussa</div> | ||
<div class="more"><a href='Memberdetails.aspx?pagesize=20&RadCurrentPage=1&Code=0&Specialty=500&HRSpecialty=117&FamilyName=&Name=&pageid=112&Engcode=23398&id=173611'>التفاصيل</a></div> | ||
</li> | ||
<li> | ||
<div class="date"><b>رقم المهندس: </b>26363</div> | ||
<div class="company"><b>الاسم: </b>وائل رياض فاخوري</div> | ||
<div class="field"><b>Latin Name: </b>Wael Riad Fakhoury</div> | ||
<div class="more"><a href='Memberdetails.aspx?pagesize=20&RadCurrentPage=1&Code=0&Specialty=500&HRSpecialty=117&FamilyName=&Name=&pageid=112&Engcode=26363&id=175754'>التفاصيل</a></div> | ||
</li> | ||
<li> | ||
<div class="date"><b>رقم المهندس: </b>26517</div> | ||
<div class="company"><b>الاسم: </b>غسان جرجس خوري</div> | ||
<div class="field"><b>Latin Name: </b>Ghassan Gerges El Khoury</div> | ||
<div class="more"><a href='Memberdetails.aspx?pagesize=20&RadCurrentPage=1&Code=0&Specialty=500&HRSpecialty=117&FamilyName=&Name=&pageid=112&Engcode=26517&id=175288'>التفاصيل</a></div> | ||
</li> | ||
<li> | ||
<div class="date"><b>رقم المهندس: </b>26632</div> | ||
<div class="company"><b>الاسم: </b>مهيب فايز بو ذياب</div> | ||
<div class="field"><b>Latin Name: </b>Mouhib Fayez Bou Diab</div> | ||
<div class="more"><a href='Memberdetails.aspx?pagesize=20&RadCurrentPage=1&Code=0&Specialty=500&HRSpecialty=117&FamilyName=&Name=&pageid=112&Engcode=26632&id=176337'>التفاصيل</a></div> | ||
</li> | ||
<li> | ||
<div class="date"><b>رقم المهندس: </b>27760</div> | ||
<div class="company"><b>الاسم: </b>ايليان الياس الحاج</div> | ||
<div class="field"><b>Latin Name: </b>Eliane Elias El Haj</div> | ||
<div class="more"><a href='Memberdetails.aspx?pagesize=20&RadCurrentPage=1&Code=0&Specialty=500&HRSpecialty=117&FamilyName=&Name=&pageid=112&Engcode=27760&id=177245'>التفاصيل</a></div> | ||
</li> | ||
<li> | ||
<div class="date"><b>رقم المهندس: </b>28226</div> | ||
<div class="company"><b>الاسم: </b>نسرين نعمان بغدادي</div> | ||
<div class="field"><b>Latin Name: </b>Nisrene Naaman Baghdadi</div> | ||
<div class="more"><a href='Memberdetails.aspx?pagesize=20&RadCurrentPage=1&Code=0&Specialty=500&HRSpecialty=117&FamilyName=&Name=&pageid=112&Engcode=28226&id=177730'>التفاصيل</a></div> | ||
</li> | ||
<li> | ||
<div class="date"><b>رقم المهندس: </b>28600</div> | ||
<div class="company"><b>الاسم: </b>يوسف صالح حلو</div> | ||
<div class="field"><b>Latin Name: </b>Youssef Saleh El Hellou</div> | ||
<div class="more"><a href='Memberdetails.aspx?pagesize=20&RadCurrentPage=1&Code=0&Specialty=500&HRSpecialty=117&FamilyName=&Name=&pageid=112&Engcode=28600&id=178058'>التفاصيل</a></div> | ||
</li> | ||
<li> | ||
<div class="date"><b>رقم المهندس: </b>28693</div> | ||
<div class="company"><b>الاسم: </b>وائل صبري معنقي</div> | ||
<div class="field"><b>Latin Name: </b>Wael Sabri Maanaki</div> | ||
<div class="more"><a href='Memberdetails.aspx?pagesize=20&RadCurrentPage=1&Code=0&Specialty=500&HRSpecialty=117&FamilyName=&Name=&pageid=112&Engcode=28693&id=149294'>التفاصيل</a></div> | ||
</li> | ||
<li> | ||
<div class="date"><b>رقم المهندس: </b>28711</div> | ||
<div class="company"><b>الاسم: </b>بشير ميشال ابي فاضل</div> | ||
<div class="field"><b>Latin Name: </b>Bachir Michel Abi Fadel</div> | ||
<div class="more"><a href='Memberdetails.aspx?pagesize=20&RadCurrentPage=1&Code=0&Specialty=500&HRSpecialty=117&FamilyName=&Name=&pageid=112&Engcode=28711&id=149312'>التفاصيل</a></div> | ||
</li> | ||
<li> | ||
<div class="date"><b>رقم المهندس: </b>28734</div> | ||
<div class="company"><b>الاسم: </b>عيسى سمير حيدريه</div> | ||
<div class="field"><b>Latin Name: </b>Issa Samir Haidarieh</div> | ||
<div class="more"><a href='Memberdetails.aspx?pagesize=20&RadCurrentPage=1&Code=0&Specialty=500&HRSpecialty=117&FamilyName=&Name=&pageid=112&Engcode=28734&id=149335'>التفاصيل</a></div> | ||
</li> | ||
<li> | ||
<div class="date"><b>رقم المهندس: </b>28744</div> | ||
<div class="company"><b>الاسم: </b>داني الياس الفغالي</div> | ||
<div class="field"><b>Latin Name: </b>Danny Elias Feghaly</div> | ||
<div class="more"><a href='Memberdetails.aspx?pagesize=20&RadCurrentPage=1&Code=0&Specialty=500&HRSpecialty=117&FamilyName=&Name=&pageid=112&Engcode=28744&id=149345'>التفاصيل</a></div> | ||
</li> | ||
<li> | ||
<div class="date"><b>رقم المهندس: </b>28746</div> | ||
<div class="company"><b>الاسم: </b>رنا وائل طليع</div> | ||
<div class="field"><b>Latin Name: </b>Rana Wael Talih</div> | ||
<div class="more"><a href='Memberdetails.aspx?pagesize=20&RadCurrentPage=1&Code=0&Specialty=500&HRSpecialty=117&FamilyName=&Name=&pageid=112&Engcode=28746&id=149347'>التفاصيل</a></div> | ||
</li> | ||
<li> | ||
<div class="date"><b>رقم المهندس: </b>28755</div> | ||
<div class="company"><b>الاسم: </b>سليم عادل القاضي</div> | ||
<div class="field"><b>Latin Name: </b>Salim Adel Al-Kadi</div> | ||
<div class="more"><a href='Memberdetails.aspx?pagesize=20&RadCurrentPage=1&Code=0&Specialty=500&HRSpecialty=117&FamilyName=&Name=&pageid=112&Engcode=28755&id=149356'>التفاصيل</a></div> | ||
</li> | ||
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<div class="loadMore">المزيد</div> | ||
</ul> |