Initial commit: usb version

next/.gitignore

@@ -0,0 +1,43 @@
+# See https://help.github.com/articles/ignoring-files/ for more about ignoring files.
+
+# dependencies
+/node_modules
+/.pnp
+.pnp.*
+.yarn/*
+!.yarn/patches
+!.yarn/plugins
+!.yarn/releases
+!.yarn/versions
+
+# testing
+/coverage
+
+# next.js
+/.next/
+/out/
+
+# production
+/build
+
+# misc
+.DS_Store
+*.pem
+
+# debug
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+.pnpm-debug.log*
+
+# env files (can opt-in for committing if needed)
+.env*
+
+# vercel
+.vercel
+
+# typescript
+*.tsbuildinfo
+next-env.d.ts
+
+/src/generated/prisma

next/International_Education_Costs.csv

@@ -0,0 +1,908 @@
+Country,City,University,Program,Level,Duration_Years,Tuition_USD,Living_Cost_Index,Rent_USD,Visa_Fee_USD,Insurance_USD,Exchange_Rate
+USA,Cambridge,Harvard University,Computer Science,Master,2,55400,83.5,2200,160,1500,1.00
+UK,London,Imperial College London,Data Science,Master,1,41200,75.8,1800,485,800,0.79
+Canada,Toronto,University of Toronto,Business Analytics,Master,2,38500,72.5,1600,235,900,1.35
+Australia,Melbourne,University of Melbourne,Engineering,Master,2,42000,71.2,1400,450,650,1.52
+Germany,Munich,Technical University of Munich,Mechanical Engineering,Master,2,500,70.5,1100,75,550,0.92
+Japan,Tokyo,University of Tokyo,Information Science,Master,2,8900,76.4,1300,220,750,145.8
+Netherlands,Amsterdam,University of Amsterdam,Artificial Intelligence,Master,1,15800,73.2,1500,180,720,0.92
+Singapore,Singapore,National University of Singapore,Finance,Master,1.5,35000,81.1,1900,90,800,1.34
+France,Paris,Sorbonne University,International Relations,Master,2,4500,74.6,1400,99,650,0.92
+Switzerland,Zurich,ETH Zurich,Physics,Master,2,1460,91.5,2100,88,1200,0.89
+Sweden,Stockholm,KTH Royal Institute,Sustainable Technology,Master,2,0,71.8,1200,110,400,10.45
+Denmark,Copenhagen,University of Copenhagen,Bioinformatics,Master,2,0,73.4,1300,120,450,6.92
+China,Beijing,Tsinghua University,Computer Engineering,Master,2.5,8900,52.3,800,140,400,7.18
+South Korea,Seoul,Seoul National University,Digital Media,Master,2,7200,68.7,900,130,500,1320.5
+Ireland,Dublin,Trinity College Dublin,Data Analytics,Master,1,28900,72.9,1600,150,650,0.92
+South Korea,Busan,Pusan National University,Business,Bachelor,4,5900,62.4,700,130,500,1320.5
+New Zealand,Auckland,University of Auckland,Marine Biology,Bachelor,3,28500,69.8,1200,245,600,1.64
+Austria,Vienna,University of Vienna,Social Sciences,Bachelor,3,1500,67.4,950,160,500,0.92
+Belgium,Brussels,KU Leuven,Biomedical Sciences,Bachelor,3,3500,68.9,1000,180,550,0.92
+USA,Ann Arbor,University of Michigan,Aerospace Engineering,Bachelor,4,52300,72.5,1800,160,1500,1.00
+USA,Atlanta,Georgia Tech,Industrial Engineering,Bachelor,4,43800,71.5,1700,160,1500,1.00
+USA,Austin,UT Austin,Chemical Engineering,Bachelor,4,40900,72.4,1600,160,1500,1.00
+UK,Bristol,University of Bristol,Mathematics,Bachelor,3,31200,69.8,1100,485,800,0.79
+Canada,Ottawa,University of Ottawa,Political Science,Bachelor,4,28900,68.5,1300,235,900,1.35
+Hong Kong,Hong Kong,HKUST,Finance,Bachelor,4,22000,78.6,1500,120,600,7.82
+Portugal,Lisbon,University of Lisbon,Architecture,Bachelor,3,3500,58.4,800,120,450,0.92
+Israel,Tel Aviv,Tel Aviv University,Computer Science,Bachelor,3,12000,76.2,1200,150,800,3.72
+Taiwan,Taipei,National Taiwan University,Electronics Engineering,Bachelor,4,5200,62.8,700,140,450,31.2
+Czech Republic,Prague,Charles University,Medicine,Bachelor,3,9800,54.6,650,100,400,22.5
+USA,Stanford,Stanford University,Computer Science,PhD,5,54200,89.5,2300,160,1500,1.00
+USA,Boston,MIT,Electrical Engineering,PhD,5,53800,83.2,2200,160,1500,1.00
+UK,Oxford,University of Oxford,Biomedical Sciences,PhD,4,29800,74.5,1600,485,800,0.79
+UK,Cambridge,University of Cambridge,Physics,PhD,4,31200,75.2,1700,485,800,0.79
+Germany,Heidelberg,Heidelberg University,Molecular Biology,PhD,3,500,68.4,900,75,550,0.92
+Switzerland,Basel,ETH Basel,Pharmaceutical Sciences,PhD,4,1500,88.6,1800,88,1200,0.89
+Netherlands,Delft,TU Delft,Robotics,PhD,4,4800,71.8,1200,180,720,0.92
+Singapore,Singapore,NTU Singapore,Data Science,PhD,4,8900,81.5,1600,90,800,1.34
+Canada,Waterloo,University of Waterloo,Quantum Computing,PhD,4,21500,69.8,1300,235,900,1.35
+Australia,Canberra,Australian National University,Climate Science,PhD,4,29800,70.2,1400,450,650,1.52
+Sweden,Lund,Lund University,Neuroscience,PhD,4,0,69.5,1000,110,400,10.45
+USA,San Diego,UC San Diego,Computer Science,Bachelor,4,44200,79.5,1900,160,1500,1.00
+USA,Seattle,University of Washington,Computer Science,Master,2,38900,83.4,2000,160,1500,1.00
+Canada,Edmonton,University of Alberta,Computer Science,PhD,4,22800,67.8,1200,235,900,1.35
+UK,Glasgow,University of Glasgow,Computer Science,Master,1,33500,67.5,1100,485,800,0.79
+India,Bangalore,Indian Institute of Science,Computer Science,Master,2,2500,45.6,500,200,300,83.2
+Denmark,Aalborg,Aalborg University,Computer Science,Bachelor,3,0,69.8,900,120,450,6.92
+Poland,Warsaw,University of Warsaw,Computer Science,Master,2,3800,51.2,650,80,350,4.02
+Ireland,Galway,NUI Galway,Computer Science,Bachelor,4,25800,68.5,1100,150,650,0.92
+South Korea,Daejeon,KAIST,Computer Science,PhD,4,6900,65.4,700,130,500,1320.5
+Malaysia,Kuala Lumpur,University of Malaya,Computer Science,Bachelor,4,4800,48.2,500,110,300,4.72
+USA,Berkeley,UC Berkeley,Computer Science,Bachelor,4,44900,84.2,2100,160,1500,1.00
+UK,Manchester,University of Manchester,Economics,Bachelor,3,32000,68.4,1200,485,800,0.79
+Canada,Vancouver,University of British Columbia,Psychology,Bachelor,4,31200,71.2,1700,235,900,1.35
+Australia,Sydney,University of Sydney,Business,Bachelor,3,35000,72.8,1600,450,650,1.52
+Germany,Berlin,Free University of Berlin,International Business,Bachelor,3,0,65.2,900,75,550,0.92
+Spain,Barcelona,University of Barcelona,Architecture,Bachelor,4,2800,62.4,950,160,500,0.92
+Italy,Milan,Politecnico di Milano,Design,Bachelor,3,4200,63.8,1100,120,650,0.92
+Netherlands,Rotterdam,Erasmus University,Economics,Bachelor,3,11200,71.5,1300,180,720,0.92
+Finland,Helsinki,University of Helsinki,Computer Science,Bachelor,3,0,70.2,1100,120,400,0.92
+Norway,Oslo,University of Oslo,Environmental Science,Bachelor,3,0,75.6,1400,135,450,10.45
+Japan,Osaka,Osaka University,Engineering,Bachelor,4,6800,71.2,900,220,750,145.8
+Japan,Kyoto,Kyoto University,Computer Science,Master,2,8500,71.8,900,220,750,145.8
+Japan,Nagoya,Nagoya University,Information Science,Bachelor,4,7800,68.5,750,220,750,145.8
+Japan,Sendai,Tohoku University,Software Engineering,Master,2,8200,65.4,650,220,750,145.8
+Japan,Fukuoka,Kyushu University,Computer Engineering,Bachelor,4,7500,64.8,600,220,750,145.8
+Japan,Sapporo,Hokkaido University,Data Science,Master,2,8100,63.5,550,220,750,145.8
+Japan,Tokyo,Tokyo Institute of Technology,Artificial Intelligence,PhD,3,8900,76.4,1100,220,750,145.8
+Japan,Tsukuba,University of Tsukuba,Information Systems,Bachelor,4,7200,64.2,600,220,750,145.8
+Japan,Kobe,Kobe University,Computer Science,Master,2,7900,67.8,700,220,750,145.8
+Japan,Kanazawa,Kanazawa University,Software Engineering,Bachelor,4,7100,62.5,500,220,750,145.8
+Japan,Hiroshima,Hiroshima University,Information Technology,Master,2,7600,63.8,550,220,750,145.8
+Australia,Adelaide,University of Adelaide,Computer Science,Bachelor,3,32800,68.5,1100,450,650,1.52
+Australia,Perth,University of Western Australia,Software Engineering,Master,2,34500,69.8,1200,450,650,1.52
+Australia,Gold Coast,Griffith University,Information Technology,Bachelor,3,31200,67.5,1100,450,650,1.52
+Australia,Hobart,University of Tasmania,Data Science,Master,2,30800,65.4,950,450,650,1.52
+Australia,Newcastle,University of Newcastle,Computer Engineering,Bachelor,4,31500,66.8,1000,450,650,1.52
+Australia,Wollongong,University of Wollongong,Artificial Intelligence,Master,2,32900,67.2,1050,450,650,1.52
+Australia,Darwin,Charles Darwin University,Information Systems,Bachelor,3,29800,64.5,900,450,650,1.52
+Australia,Townsville,James Cook University,Data Analytics,Master,2,31200,65.8,950,450,650,1.52
+Australia,Sunshine Coast,USC,Software Development,Bachelor,3,29500,66.2,1000,450,650,1.52
+Australia,Armidale,University of New England,Computing Science,Master,2,30500,64.8,850,450,650,1.52
+Germany,Dresden,TU Dresden,Computer Science,Master,2,500,65.8,750,75,550,0.92
+Germany,Stuttgart,University of Stuttgart,Software Engineering,Bachelor,3,450,68.5,850,75,550,0.92
+Germany,Hamburg,TU Hamburg,Data Engineering,Master,2,500,71.2,950,75,550,0.92
+Germany,Aachen,RWTH Aachen,Computer Engineering,Bachelor,3,500,66.4,700,75,550,0.92
+Germany,Karlsruhe,KIT,Artificial Intelligence,Master,2,500,67.8,800,75,550,0.92
+Germany,Darmstadt,TU Darmstadt,Information Systems,Bachelor,3,450,66.9,750,75,550,0.92
+Germany,Braunschweig,TU Braunschweig,Software Systems,Master,2,500,64.5,650,75,550,0.92
+Germany,Jena,University of Jena,Data Science,Bachelor,3,450,63.8,600,75,550,0.92
+Germany,Hannover,Leibniz University,Digital Engineering,Master,2,500,66.2,750,75,550,0.92
+Germany,Freiburg,University of Freiburg,Robotics & AI,Master,2,500,67.5,800,75,550,0.92
+USA,Philadelphia,University of Pennsylvania,Computer Science,Master,2,51900,76.8,1900,160,1500,1.00
+USA,Chicago,University of Chicago,Data Analytics,Master,2,52400,78.9,2000,160,1500,1.00
+USA,Baltimore,Johns Hopkins,Artificial Intelligence,PhD,5,53600,72.5,1700,160,1500,1.00
+USA,Nashville,Vanderbilt University,Computer Engineering,Bachelor,4,50800,71.2,1600,160,1500,1.00
+USA,Durham,Duke University,Software Engineering,Master,2,51500,70.8,1500,160,1500,1.00
+USA,Madison,University of Wisconsin,Computer Science,PhD,5,38200,69.5,1400,160,1500,1.00
+USA,Tempe,Arizona State University,Information Technology,Bachelor,4,41200,70.2,1300,160,1500,1.00
+USA,Boulder,University of Colorado,Data Science,Master,2,39800,71.5,1600,160,1500,1.00
+USA,Minneapolis,University of Minnesota,Computer Science,Bachelor,4,42500,72.8,1500,160,1500,1.00
+USA,Davis,UC Davis,Computer Engineering,Master,2,42800,73.5,1700,160,1500,1.00
+UK,London,University College London,Computer Science,Master,1,39200,76.2,1900,485,800,0.79
+UK,Leeds,University of Leeds,Software Engineering,Bachelor,3,28500,65.8,950,485,800,0.79
+UK,Warwick,University of Warwick,Data Science,Master,1,36800,67.2,1000,485,800,0.79
+UK,Sheffield,University of Sheffield,Artificial Intelligence,PhD,3,27900,64.5,850,485,800,0.79
+UK,Birmingham,University of Birmingham,Computer Engineering,Bachelor,3,29500,66.8,950,485,800,0.79
+UK,Southampton,University of Southampton,Cybersecurity,Master,1,32400,65.9,900,485,800,0.79
+UK,Nottingham,University of Nottingham,Computer Science,Bachelor,3,28900,64.8,850,485,800,0.79
+UK,Cardiff,Cardiff University,Software Development,Master,1,31200,64.2,800,485,800,0.79
+UK,Belfast,Queen's University Belfast,Computing Systems,Bachelor,3,27500,63.5,750,485,800,0.79
+UK,Newcastle,Newcastle University,Data Analytics,Master,1,30800,64.6,800,485,800,0.79
+Canada,Hamilton,McMaster University,Software Engineering,Bachelor,4,32500,68.5,1200,235,900,1.35
+Canada,London ON,Western University,Computer Science,Master,2,29800,65.8,1100,235,900,1.35
+Canada,Halifax,Dalhousie University,Data Science,Master,2,28500,64.5,1200,235,900,1.35
+Canada,Victoria,University of Victoria,Computer Engineering,Bachelor,4,27900,69.2,1300,235,900,1.35
+Canada,Quebec City,Laval University,Artificial Intelligence,Master,2,21500,63.8,900,235,900,1.35
+Canada,Winnipeg,University of Manitoba,Computer Science,Bachelor,4,26800,62.5,950,235,900,1.35
+Canada,Regina,University of Regina,Software Systems,Bachelor,4,25500,61.8,900,235,900,1.35
+Canada,St. John's,Memorial University,Computer Science,Master,2,19800,63.2,950,235,900,1.35
+Canada,Saskatoon,University of Saskatchewan,Data Analytics,Master,2,24500,62.8,1000,235,900,1.35
+Canada,Sherbrooke,Université de Sherbrooke,Computer Engineering,PhD,4,20500,61.5,850,235,900,1.35
+USA,Pittsburgh,Carnegie Mellon,Computer Science,Master,2,51200,72.4,1800,160,1500,1.00
+USA,Urbana-Champaign,UIUC,Computer Science,PhD,5,45800,68.5,1400,160,1500,1.00
+Canada,Calgary,University of Calgary,Software Engineering,Bachelor,4,26500,69.2,1300,235,900,1.35
+Brazil,Sao Paulo,University of Sao Paulo,Computer Science,Master,2,0,48.5,600,160,400,4.95
+Turkey,Istanbul,Bogazici University,Computer Engineering,Bachelor,4,1800,42.8,450,100,300,30.5
+Russia,Moscow,Moscow State University,Applied Mathematics,Master,2,3900,51.2,700,120,350,92.8
+Mexico,Mexico City,UNAM,Computer Engineering,Bachelor,4,800,44.6,500,160,400,17.2
+Greece,Athens,National Technical University,Software Engineering,Master,2,2500,54.8,550,120,400,0.92
+Thailand,Bangkok,Chulalongkorn University,Computer Science,Bachelor,4,3800,46.5,450,140,300,35.2
+UAE,Dubai,American University in Dubai,Computer Science,Bachelor,4,29500,72.4,1200,270,800,3.67
+USA,New York,Columbia University,Data Science,Master,2,52800,100.0,2500,160,1500,1.00
+USA,Ithaca,Cornell University,Computer Science,PhD,5,49800,70.5,1600,160,1500,1.00
+China,Shenzhen,SUSTech,Artificial Intelligence,Master,2,8200,58.4,800,140,400,7.18
+South Africa,Cape Town,University of Cape Town,Computer Science,Bachelor,3,5900,49.2,600,140,400,18.72
+Egypt,Cairo,American University in Cairo,Computer Engineering,Bachelor,4,19800,38.4,450,130,350,30.90
+Argentina,Buenos Aires,University of Buenos Aires,Software Engineering,Bachelor,5,0,42.6,400,150,300,821.5
+Indonesia,Jakarta,University of Indonesia,Information Systems,Bachelor,4,4200,45.8,500,130,300,15640
+Saudi Arabia,Riyadh,King Saud University,Computer Science,Master,2,7800,52.4,800,250,600,3.75
+Nigeria,Lagos,University of Lagos,Computer Engineering,Bachelor,4,2500,40.2,400,180,300,860.2
+Vietnam,Ho Chi Minh City,HCMUT,Software Engineering,Bachelor,4,3200,43.6,450,120,250,24450
+Netherlands,Eindhoven,TU Eindhoven,Computer Science,Master,2,15600,69.8,950,180,720,0.92
+Netherlands,Enschede,University of Twente,Artificial Intelligence,Bachelor,3,11200,65.4,750,180,720,0.92
+Netherlands,Groningen,University of Groningen,Computing Science,Master,2,14800,66.8,800,180,720,0.92
+Netherlands,Maastricht,Maastricht University,Data Science,Bachelor,3,11500,67.2,850,180,720,0.92
+Netherlands,Nijmegen,Radboud University,Software Science,Master,2,14500,66.5,800,180,720,0.92
+Netherlands,Tilburg,Tilburg University,Information Systems,Bachelor,3,11300,65.8,750,180,720,0.92
+Netherlands,Utrecht,Utrecht University,Game Technology,Master,2,15200,70.2,1000,180,720,0.92
+Netherlands,Leiden,Leiden University,Computer Engineering,Bachelor,3,11400,69.5,950,180,720,0.92
+Netherlands,Wageningen,Wageningen University,Bioinformatics,Master,2,14900,65.2,750,180,720,0.92
+Netherlands,Amsterdam,VU Amsterdam,Business Analytics,Master,2,15400,73.5,1100,180,720,0.92
+Singapore,Singapore,Nanyang Technological University,Computer Science,Bachelor,4,32500,81.1,1500,90,800,1.34
+Singapore,Singapore,Singapore Management University,Information Systems,Bachelor,4,31800,81.1,1500,90,800,1.34
+Singapore,Singapore,SUTD,Computer Science & Design,Bachelor,4,31200,81.1,1500,90,800,1.34
+Singapore,Singapore,SIT,Software Engineering,Bachelor,4,29800,81.1,1500,90,800,1.34
+Singapore,Singapore,NUS,Artificial Intelligence,Master,2,35600,81.1,1500,90,800,1.34
+Singapore,Singapore,NTU,Data Science & AI,Master,2,34900,81.1,1500,90,800,1.34
+Singapore,Singapore,SUTD,Technology & Innovation,Master,2,33800,81.1,1500,90,800,1.34
+Singapore,Singapore,SMU,Computing & Innovation,Master,2,34200,81.1,1500,90,800,1.34
+Singapore,Singapore,NUS,Computer Engineering,PhD,4,38500,81.1,1500,90,800,1.34
+Singapore,Singapore,NTU,Digital Systems & AI,PhD,4,37900,81.1,1500,90,800,1.34
+France,Paris,École Polytechnique,Computer Science,Master,2,15600,74.6,1500,99,650,0.92
+France,Toulouse,INSA Toulouse,Software Engineering,Bachelor,3,4200,65.8,750,99,650,0.92
+France,Lyon,École Normale Supérieure Lyon,Data Science,Master,2,4800,68.5,850,99,650,0.92
+France,Grenoble,Grenoble INP,Artificial Intelligence,Master,2,4500,66.4,800,99,650,0.92
+France,Nice,Université Nice Sophia Antipolis,Computer Engineering,Bachelor,3,3900,69.2,900,99,650,0.92
+France,Bordeaux,University of Bordeaux,Information Systems,Master,2,4200,67.8,850,99,650,0.92
+France,Lille,Université de Lille,Software Development,Bachelor,3,3800,65.5,750,99,650,0.92
+France,Rennes,INSA Rennes,Cybersecurity,Master,2,4500,64.8,700,99,650,0.92
+France,Strasbourg,University of Strasbourg,Digital Systems,Bachelor,3,3900,66.2,800,99,650,0.92
+France,Montpellier,University of Montpellier,Data Engineering,Master,2,4100,65.9,750,99,650,0.92
+Switzerland,Lausanne,EPFL,Computer Science,Master,2,1460,89.8,1900,88,1200,0.89
+Switzerland,Geneva,University of Geneva,Data Science,Bachelor,3,1380,90.5,2000,88,1200,0.89
+Switzerland,Bern,University of Bern,Software Engineering,Master,2,1420,85.4,1700,88,1200,0.89
+Switzerland,St. Gallen,University of St. Gallen,Business Informatics,Bachelor,3,1440,86.2,1600,88,1200,0.89
+Switzerland,Lugano,USI,Artificial Intelligence,Master,2,1460,84.5,1500,88,1200,0.89
+Switzerland,Fribourg,University of Fribourg,Computer Engineering,Bachelor,3,1380,83.8,1400,88,1200,0.89
+Switzerland,Neuchatel,University of Neuchatel,Information Systems,Master,2,1420,84.2,1500,88,1200,0.89
+Switzerland,Basel,University of Basel,Computational Science,Master,2,1440,87.5,1800,88,1200,0.89
+Switzerland,Lucerne,University of Lucerne,Digital Innovation,Bachelor,3,1380,85.8,1600,88,1200,0.89
+Switzerland,Winterthur,ZHAW,Data Engineering,Master,2,1460,86.4,1700,88,1200,0.89
+Denmark,Copenhagen,University of Copenhagen,Computer Science,Master,2,8800,83.2,1500,110,600,0.15
+Denmark,Aarhus,Aarhus University,Data Science,Master,2,8600,77.4,1200,110,600,0.15
+Denmark,Aalborg,Aalborg University,Software Engineering,Master,2,8400,75.1,1000,110,600,0.15
+China,Beijing,Tsinghua University,Computer Science,Master,3,8900,51.2,800,140,400,7.15
+China,Beijing,Peking University,Data Science,Master,3,8500,51.2,750,140,400,7.15
+China,Shanghai,Fudan University,Software Engineering,Master,2.5,7800,48.9,700,140,400,7.15
+China,Shanghai,Shanghai Jiao Tong University,Artificial Intelligence,Master,2.5,8200,48.9,720,140,400,7.15
+China,Hangzhou,Zhejiang University,Computer Engineering,Master,3,7500,45.3,550,140,400,7.15
+China,Nanjing,Nanjing University,Information Technology,Master,3,7200,44.1,500,140,400,7.15
+China,Guangzhou,Sun Yat-sen University,Computer Science,Master,3,6900,43.8,480,140,400,7.15
+China,Wuhan,Wuhan University,Software Engineering,Master,3,6500,41.2,450,140,400,7.15
+China,Xi'an,Xi'an Jiaotong University,Data Science,Master,3,6300,40.5,420,140,400,7.15
+China,Chengdu,Sichuan University,Computer Engineering,Master,3,6100,39.8,400,140,400,7.15
+South Korea,Seoul,Seoul National University,Computer Science,Master,2,7200,85.1,950,90,800,1300
+South Korea,Seoul,Korea University,Artificial Intelligence,Master,2,7000,85.1,920,90,800,1300
+South Korea,Seoul,Yonsei University,Data Science,Master,2,6900,85.1,900,90,800,1300
+South Korea,Seoul,Hanyang University,Software Engineering,Master,2,6500,85.1,850,90,800,1300
+South Korea,Seoul,Sungkyunkwan University,Computer Engineering,Master,2,6400,85.1,840,90,800,1300
+South Korea,Daejeon,KAIST,Robotics Engineering,Master,2,6800,75.4,700,90,800,1300
+South Korea,Daejeon,Chungnam National University,Information Systems,Master,2,5900,75.4,650,90,800,1300
+South Korea,Busan,Pusan National University,Computer Science,Master,2,5800,73.2,600,90,800,1300
+South Korea,Busan,Dong-A University,Software Engineering,Master,2,5600,73.2,580,90,800,1300
+South Korea,Daegu,Kyungpook National University,Data Analytics,Master,2,5500,71.8,550,90,800,1300
+South Korea,Daegu,Yeungnam University,Computer Engineering,Master,2,5400,71.8,530,90,800,1300
+South Korea,Gwangju,Chonnam National University,Information Technology,Master,2,5300,70.5,520,90,800,1300
+South Korea,Gwangju,Chosun University,Computer Science,Master,2,5200,70.5,500,90,800,1300
+South Korea,Ulsan,Ulsan National Institute of Science and Technology,AI Engineering,Master,2,6100,72.3,580,90,800,1300
+South Korea,Ulsan,University of Ulsan,Software Systems,Master,2,5100,72.3,550,90,800,1300
+South Korea,Pohang,POSTECH,Computer Engineering,Master,2,6300,71.2,570,90,800,1300
+South Korea,Incheon,Incheon National University,Data Science,Master,2,5000,76.4,600,90,800,1300
+South Korea,Suwon,Sungkyunkwan University (Suwon),Computer Systems,Master,2,5900,77.8,650,90,800,1300
+South Korea,Daejeon,Hanbat National University,Information Security,Master,2,4900,75.4,540,90,800,1300
+South Korea,Cheongju,Chungbuk National University,Computer Networks,Master,2,4800,70.1,520,90,800,1300
+USA,Stanford,Stanford University,Computer Science,Bachelor,4,57000,95.2,2400,160,1500,1.00
+USA,Cambridge,MIT,Computer Science,Bachelor,4,55800,83.5,2300,160,1500,1.00
+USA,New Haven,Yale University,Computer Science,Bachelor,4,54500,79.8,2100,160,1500,1.00
+USA,Princeton,Princeton University,Computer Science,Bachelor,4,54000,81.2,2000,160,1500,1.00
+USA,Philadelphia,University of Pennsylvania,Computer Science,Bachelor,4,53500,82.4,1900,160,1500,1.00
+USA,Los Angeles,UCLA,Computer Science,Bachelor,4,43000,88.7,2200,160,1500,1.00
+USA,Berkeley,UC Berkeley,Computer Science,Bachelor,4,43500,91.5,2300,160,1500,1.00
+USA,Ann Arbor,University of Michigan,Computer Science,Bachelor,4,52000,75.4,1700,160,1500,1.00
+USA,Austin,University of Texas Austin,Computer Science,Bachelor,4,40500,72.8,1800,160,1500,1.00
+USA,Seattle,University of Washington,Computer Science,Bachelor,4,39800,85.6,2000,160,1500,1.00
+USA,Madison,University of Wisconsin-Madison,Computer Science,Bachelor,4,37500,71.2,1600,160,1500,1.00
+USA,Urbana,University of Illinois Urbana-Champaign,Computer Science,Bachelor,4,36800,70.5,1500,160,1500,1.00
+USA,Atlanta,Georgia Tech,Computer Science,Bachelor,4,33500,76.8,1700,160,1500,1.00
+USA,Columbus,Ohio State University,Computer Science,Bachelor,4,32800,71.4,1400,160,1500,1.00
+USA,West Lafayette,Purdue University,Computer Science,Bachelor,4,31500,68.9,1300,160,1500,1.00
+USA,Gainesville,University of Florida,Computer Science,Bachelor,4,28500,70.2,1400,160,1500,1.00
+USA,Tempe,Arizona State University,Computer Science,Bachelor,4,28000,72.5,1500,160,1500,1.00
+USA,Raleigh,NC State University,Computer Science,Bachelor,4,27500,71.8,1400,160,1500,1.00
+USA,College Station,Texas A&M University,Computer Science,Bachelor,4,27000,69.5,1300,160,1500,1.00
+USA,Corvallis,Oregon State University,Computer Science,Bachelor,4,26500,70.1,1300,160,1500,1.00
+UK,Cambridge,University of Cambridge,Computer Science,Bachelor,3,38500,78.5,1800,490,800,0.79
+UK,Oxford,University of Oxford,Computer Science,Bachelor,3,37900,77.8,1850,490,800,0.79
+UK,London,Imperial College London,Computer Science,Bachelor,3,37500,83.2,2200,490,800,0.79
+UK,London,University College London,Computer Science,Bachelor,3,36800,83.2,2100,490,800,0.79
+UK,London,King's College London,Computer Science,Bachelor,3,35500,83.2,2000,490,800,0.79
+UK,Edinburgh,University of Edinburgh,Computer Science,Bachelor,4,32500,75.4,1600,490,800,0.79
+UK,Manchester,University of Manchester,Computer Science,Bachelor,3,31800,72.1,1400,490,800,0.79
+UK,Bristol,University of Bristol,Computer Science,Bachelor,3,31500,74.8,1500,490,800,0.79
+UK,Warwick,University of Warwick,Computer Science,Bachelor,3,31200,71.5,1300,490,800,0.79
+UK,Glasgow,University of Glasgow,Computer Science,Bachelor,4,30800,73.2,1400,490,800,0.79
+UK,Birmingham,University of Birmingham,Computer Science,Bachelor,3,30500,71.8,1300,490,800,0.79
+UK,Leeds,University of Leeds,Computer Science,Bachelor,3,30200,71.2,1250,490,800,0.79
+UK,Sheffield,University of Sheffield,Computer Science,Bachelor,3,29800,70.5,1200,490,800,0.79
+UK,Nottingham,University of Nottingham,Computer Science,Bachelor,3,29500,70.8,1150,490,800,0.79
+UK,Southampton,University of Southampton,Computer Science,Bachelor,3,29200,72.4,1300,490,800,0.79
+UK,Durham,Durham University,Computer Science,Bachelor,3,28900,71.6,1250,490,800,0.79
+UK,Liverpool,University of Liverpool,Computer Science,Bachelor,3,28600,70.2,1100,490,800,0.79
+UK,Cardiff,Cardiff University,Computer Science,Bachelor,3,28300,69.8,1050,490,800,0.79
+UK,Newcastle,Newcastle University,Computer Science,Bachelor,3,28000,70.1,1100,490,800,0.79
+UK,Aberdeen,University of Aberdeen,Computer Science,Bachelor,4,27700,69.5,1000,490,800,0.79
+UK,Leicester,University of Leicester,Computer Science,Bachelor,3,27400,68.9,950,490,800,0.79
+UK,Reading,University of Reading,Computer Science,Bachelor,3,27100,71.2,1150,490,800,0.79
+UK,Sussex,University of Sussex,Computer Science,Bachelor,3,26800,72.5,1200,490,800,0.79
+UK,Essex,University of Essex,Computer Science,Bachelor,3,26500,69.8,1000,490,800,0.79
+UK,Bath,University of Bath,Computer Science,Bachelor,3,26200,73.4,1250,490,800,0.79
+UK,Surrey,University of Surrey,Computer Science,Bachelor,3,25900,71.8,1150,490,800,0.79
+UK,Exeter,University of Exeter,Computer Science,Bachelor,3,25600,72.1,1200,490,800,0.79
+UK,Kent,University of Kent,Computer Science,Bachelor,3,25300,70.5,1100,490,800,0.79
+UK,Dundee,University of Dundee,Computer Science,Bachelor,4,25000,68.9,950,490,800,0.79
+UK,Strathclyde,University of Strathclyde,Computer Science,Bachelor,4,24700,69.2,1000,490,800,0.79
+UK,Heriot-Watt,Heriot-Watt University,Computer Science,Bachelor,4,24400,69.5,1050,490,800,0.79
+UK,Loughborough,Loughborough University,Computer Science,Bachelor,3,24100,68.5,900,490,800,0.79
+UK,Brunel,Brunel University London,Computer Science,Bachelor,3,23800,83.2,1800,490,800,0.79
+UK,Queen Mary,Queen Mary University of London,Computer Science,Bachelor,3,23500,83.2,1900,490,800,0.79
+UK,Royal Holloway,Royal Holloway University,Computer Science,Bachelor,3,23200,75.5,1400,490,800,0.79
+UK,Lancaster,Lancaster University,Computer Science,Bachelor,3,22900,69.8,1000,490,800,0.79
+UK,Swansea,Swansea University,Computer Science,Bachelor,3,22600,68.5,950,490,800,0.79
+UK,Aston,Aston University,Computer Science,Bachelor,3,22300,71.8,1200,490,800,0.79
+UK,Hull,University of Hull,Computer Science,Bachelor,3,22000,67.9,850,490,800,0.79
+UK,Keele,Keele University,Computer Science,Bachelor,3,21700,67.5,800,490,800,0.79
+UK,Plymouth,University of Plymouth,Computer Science,Bachelor,3,21400,69.2,950,490,800,0.79
+UK,Portsmouth,University of Portsmouth,Computer Science,Bachelor,3,21100,70.5,1000,490,800,0.79
+UK,Ulster,Ulster University,Computer Science,Bachelor,3,20800,67.2,800,490,800,0.79
+UK,Northumbria,Northumbria University,Computer Science,Bachelor,3,20500,68.5,900,490,800,0.79
+UK,Coventry,Coventry University,Computer Science,Bachelor,3,20200,69.8,950,490,800,0.79
+UK,Oxford Brookes,Oxford Brookes University,Computer Science,Bachelor,3,19900,77.8,1500,490,800,0.79
+UK,De Montfort,De Montfort University,Computer Science,Bachelor,3,19600,68.9,900,490,800,0.79
+UK,Westminster,University of Westminster,Computer Science,Bachelor,3,19300,83.2,1800,490,800,0.79
+UK,Greenwich,University of Greenwich,Computer Science,Bachelor,3,19000,83.2,1700,490,800,0.79
+UK,Kingston,Kingston University,Computer Science,Bachelor,3,18700,83.2,1600,490,800,0.79
+Canada,Toronto,University of Toronto,Computer Science,Bachelor,4,45200,73.5,1800,235,600,1.35
+Canada,Toronto,University of Toronto,Computer Science,Master,2,28500,73.5,1800,235,600,1.35
+Canada,Vancouver,University of British Columbia,Computer Science,Bachelor,4,43800,71.2,1900,235,600,1.35
+Canada,Vancouver,University of British Columbia,Computer Science,Master,2,27900,71.2,1900,235,600,1.35
+Canada,Montreal,McGill University,Computer Science,Bachelor,4,41500,65.8,1500,235,600,1.35
+Canada,Montreal,McGill University,Computer Science,Master,2,26800,65.8,1500,235,600,1.35
+Canada,Waterloo,University of Waterloo,Computer Science,Bachelor,4,40900,62.4,1300,235,600,1.35
+Canada,Waterloo,University of Waterloo,Computer Science,Master,2,26200,62.4,1300,235,600,1.35
+Canada,Montreal,University of Montreal,Computer Science,Bachelor,4,39500,65.8,1400,235,600,1.35
+Canada,Montreal,University of Montreal,Computer Science,Master,2,25800,65.8,1400,235,600,1.35
+Canada,Edmonton,University of Alberta,Computer Science,Bachelor,4,38200,61.9,1200,235,600,1.35
+Canada,Edmonton,University of Alberta,Computer Science,Master,2,24900,61.9,1200,235,600,1.35
+Canada,Ottawa,University of Ottawa,Computer Science,Bachelor,4,37800,63.5,1400,235,600,1.35
+Canada,Ottawa,University of Ottawa,Computer Science,Master,2,24500,63.5,1400,235,600,1.35
+Canada,Calgary,University of Calgary,Computer Science,Bachelor,4,37200,62.8,1300,235,600,1.35
+Canada,Calgary,University of Calgary,Computer Science,Master,2,24100,62.8,1300,235,600,1.35
+Canada,Hamilton,McMaster University,Computer Science,Bachelor,4,36500,64.2,1250,235,600,1.35
+Canada,Hamilton,McMaster University,Computer Science,Master,2,23800,64.2,1250,235,600,1.35
+Canada,London,Western University,Computer Science,Bachelor,4,35900,61.5,1200,235,600,1.35
+Canada,London,Western University,Computer Science,Master,2,23500,61.5,1200,235,600,1.35
+Canada,Kingston,Queen's University,Computer Science,Bachelor,4,35400,62.1,1300,235,600,1.35
+Canada,Kingston,Queen's University,Computer Science,Master,2,23200,62.1,1300,235,600,1.35
+Canada,Victoria,University of Victoria,Computer Science,Bachelor,4,34800,64.8,1400,235,600,1.35
+Canada,Victoria,University of Victoria,Computer Science,Master,2,22900,64.8,1400,235,600,1.35
+Canada,Halifax,Dalhousie University,Computer Science,Bachelor,4,34200,61.2,1200,235,600,1.35
+Canada,Halifax,Dalhousie University,Computer Science,Master,2,22600,61.2,1200,235,600,1.35
+Canada,Winnipeg,University of Manitoba,Computer Science,Bachelor,4,33600,59.8,1100,235,600,1.35
+Canada,Winnipeg,University of Manitoba,Computer Science,Master,2,22300,59.8,1100,235,600,1.35
+Canada,Quebec City,Laval University,Computer Science,Bachelor,4,33000,58.5,1000,235,600,1.35
+Canada,Quebec City,Laval University,Computer Science,Master,2,22000,58.5,1000,235,600,1.35
+Canada,Saskatoon,University of Saskatchewan,Computer Science,Bachelor,4,32400,58.2,950,235,600,1.35
+Canada,Saskatoon,University of Saskatchewan,Computer Science,Master,2,21700,58.2,950,235,600,1.35
+Canada,St. John's,Memorial University,Computer Science,Bachelor,4,31800,57.9,900,235,600,1.35
+Canada,St. John's,Memorial University,Computer Science,Master,2,21400,57.9,900,235,600,1.35
+Canada,Regina,University of Regina,Computer Science,Bachelor,4,31200,57.5,900,235,600,1.35
+Canada,Regina,University of Regina,Computer Science,Master,2,21100,57.5,900,235,600,1.35
+Canada,Sherbrooke,University of Sherbrooke,Computer Science,Bachelor,4,30600,56.8,850,235,600,1.35
+Canada,Sherbrooke,University of Sherbrooke,Computer Science,Master,2,20800,56.8,850,235,600,1.35
+Canada,Windsor,University of Windsor,Computer Science,Bachelor,4,30000,58.9,950,235,600,1.35
+Canada,Windsor,University of Windsor,Computer Science,Master,2,20500,58.9,950,235,600,1.35
+Canada,Moncton,University of New Brunswick,Computer Science,Bachelor,4,29400,57.2,900,235,600,1.35
+Canada,Moncton,University of New Brunswick,Computer Science,Master,2,20200,57.2,900,235,600,1.35
+Canada,Trois-Rivieres,UQTR,Computer Science,Bachelor,4,28800,56.5,850,235,600,1.35
+Canada,Trois-Rivieres,UQTR,Computer Science,Master,2,19900,56.5,850,235,600,1.35
+Canada,Thunder Bay,Lakehead University,Computer Science,Bachelor,4,28200,56.2,800,235,600,1.35
+Canada,Thunder Bay,Lakehead University,Computer Science,Master,2,19600,56.2,800,235,600,1.35
+Canada,Sudbury,Laurentian University,Computer Science,Bachelor,4,27600,55.8,800,235,600,1.35
+Canada,Sudbury,Laurentian University,Computer Science,Master,2,19300,55.8,800,235,600,1.35
+Canada,Prince George,UNBC,Computer Science,Bachelor,4,27000,55.5,750,235,600,1.35
+Canada,Prince George,UNBC,Computer Science,Master,2,19000,55.5,750,235,600,1.35
+Australia,Melbourne,University of Melbourne,Computer Science,Bachelor,3,42500,72.8,1800,450,650,1.52
+Australia,Melbourne,University of Melbourne,Computer Science,Master,2,45800,72.8,1800,450,650,1.52
+Australia,Melbourne,University of Melbourne,Computer Science,PhD,4,35000,72.8,1800,450,650,1.52
+Australia,Sydney,University of Sydney,Computer Science,Bachelor,3,41800,74.5,2000,450,650,1.52
+Australia,Sydney,University of Sydney,Computer Science,Master,2,44900,74.5,2000,450,650,1.52
+Australia,Sydney,University of Sydney,Computer Science,PhD,4,34500,74.5,2000,450,650,1.52
+Australia,Canberra,Australian National University,Computer Science,Bachelor,3,41200,68.9,1600,450,650,1.52
+Australia,Canberra,Australian National University,Computer Science,Master,2,44200,68.9,1600,450,650,1.52
+Australia,Canberra,Australian National University,Computer Science,PhD,4,34000,68.9,1600,450,650,1.52
+Australia,Brisbane,University of Queensland,Computer Science,Bachelor,3,40500,69.2,1500,450,650,1.52
+Australia,Brisbane,University of Queensland,Computer Science,Master,2,43500,69.2,1500,450,650,1.52
+Australia,Brisbane,University of Queensland,Computer Science,PhD,4,33500,69.2,1500,450,650,1.52
+Australia,Sydney,University of New South Wales,Computer Science,Bachelor,3,40200,74.5,1900,450,650,1.52
+Australia,Sydney,University of New South Wales,Computer Science,Master,2,43200,74.5,1900,450,650,1.52
+Australia,Sydney,University of New South Wales,Computer Science,PhD,4,33200,74.5,1900,450,650,1.52
+Australia,Melbourne,Monash University,Computer Science,Bachelor,3,39800,72.8,1700,450,650,1.52
+Australia,Melbourne,Monash University,Computer Science,Master,2,42800,72.8,1700,450,650,1.52
+Australia,Melbourne,Monash University,Computer Science,PhD,4,32800,72.8,1700,450,650,1.52
+Australia,Adelaide,University of Adelaide,Computer Science,Bachelor,3,39200,67.5,1400,450,650,1.52
+Australia,Adelaide,University of Adelaide,Computer Science,Master,2,42200,67.5,1400,450,650,1.52
+Australia,Adelaide,University of Adelaide,Computer Science,PhD,4,32200,67.5,1400,450,650,1.52
+Australia,Perth,University of Western Australia,Computer Science,Bachelor,3,38800,68.2,1500,450,650,1.52
+Australia,Perth,University of Western Australia,Computer Science,Master,2,41800,68.2,1500,450,650,1.52
+Australia,Perth,University of Western Australia,Computer Science,PhD,4,31800,68.2,1500,450,650,1.52
+Australia,Brisbane,Queensland University of Technology,Computer Science,Bachelor,3,38200,69.2,1400,450,650,1.52
+Australia,Brisbane,Queensland University of Technology,Computer Science,Master,2,41200,69.2,1400,450,650,1.52
+Australia,Brisbane,Queensland University of Technology,Computer Science,PhD,4,31200,69.2,1400,450,650,1.52
+Australia,Sydney,University of Technology Sydney,Computer Science,Bachelor,3,37800,74.5,1800,450,650,1.52
+Australia,Sydney,University of Technology Sydney,Computer Science,Master,2,40800,74.5,1800,450,650,1.52
+Australia,Sydney,University of Technology Sydney,Computer Science,PhD,4,30800,74.5,1800,450,650,1.52
+Australia,Melbourne,RMIT University,Computer Science,Bachelor,3,37200,72.8,1600,450,650,1.52
+Australia,Melbourne,RMIT University,Computer Science,Master,2,40200,72.8,1600,450,650,1.52
+Australia,Melbourne,RMIT University,Computer Science,PhD,4,30200,72.8,1600,450,650,1.52
+Australia,Wollongong,University of Wollongong,Computer Science,Bachelor,3,36800,65.8,1300,450,650,1.52
+Australia,Wollongong,University of Wollongong,Computer Science,Master,2,39800,65.8,1300,450,650,1.52
+Australia,Wollongong,University of Wollongong,Computer Science,PhD,4,29800,65.8,1300,450,650,1.52
+Australia,Newcastle,University of Newcastle,Computer Science,Bachelor,3,36200,66.2,1300,450,650,1.52
+Australia,Newcastle,University of Newcastle,Computer Science,Master,2,39200,66.2,1300,450,650,1.52
+Australia,Newcastle,University of Newcastle,Computer Science,PhD,4,29200,66.2,1300,450,650,1.52
+Australia,Hobart,University of Tasmania,Computer Science,Bachelor,3,35800,64.5,1200,450,650,1.52
+Australia,Hobart,University of Tasmania,Computer Science,Master,2,38800,64.5,1200,450,650,1.52
+Australia,Hobart,University of Tasmania,Computer Science,PhD,4,28800,64.5,1200,450,650,1.52
+Australia,Gold Coast,Griffith University,Computer Science,Bachelor,3,35200,68.5,1400,450,650,1.52
+Australia,Gold Coast,Griffith University,Computer Science,Master,2,38200,68.5,1400,450,650,1.52
+Australia,Gold Coast,Griffith University,Computer Science,PhD,4,28200,68.5,1400,450,650,1.52
+Australia,Canberra,University of Canberra,Computer Science,Bachelor,3,34800,68.9,1500,450,650,1.52
+Australia,Canberra,University of Canberra,Computer Science,Master,2,37800,68.9,1500,450,650,1.52
+Australia,Canberra,University of Canberra,Computer Science,PhD,4,27800,68.9,1500,450,650,1.52
+Australia,Townsville,James Cook University,Computer Science,Bachelor,3,34200,65.2,1200,450,650,1.52
+Australia,Townsville,James Cook University,Computer Science,Master,2,37200,65.2,1200,450,650,1.52
+Australia,Townsville,James Cook University,Computer Science,PhD,4,27200,65.2,1200,450,650,1.52
+Australia,Armidale,University of New England,Computer Science,Bachelor,3,33800,63.8,1100,450,650,1.52
+Australia,Armidale,University of New England,Computer Science,Master,2,36800,63.8,1100,450,650,1.52
+Australia,Armidale,University of New England,Computer Science,PhD,4,26800,63.8,1100,450,650,1.52
+Australia,Toowoomba,University of Southern Queensland,Computer Science,Bachelor,3,33200,64.2,1100,450,650,1.52
+Australia,Toowoomba,University of Southern Queensland,Computer Science,Master,2,36200,64.2,1100,450,650,1.52
+Australia,Toowoomba,University of Southern Queensland,Computer Science,PhD,4,26200,64.2,1100,450,650,1.52
+Australia,Ballarat,Federation University,Computer Science,Bachelor,3,32800,63.5,1000,450,650,1.52
+Australia,Ballarat,Federation University,Computer Science,Master,2,35800,63.5,1000,450,650,1.52
+Australia,Ballarat,Federation University,Computer Science,PhD,4,25800,63.5,1000,450,650,1.52
+Australia,Lismore,Southern Cross University,Computer Science,Bachelor,3,32200,63.2,1000,450,650,1.52
+Australia,Lismore,Southern Cross University,Computer Science,Master,2,35200,63.2,1000,450,650,1.52
+Australia,Lismore,Southern Cross University,Computer Science,PhD,4,25200,63.2,1000,450,650,1.52
+USA,Boston,MIT,Computer Science,Master,2,58000,82.1,2100,160,1500,1.00
+UK,London,Imperial College London,Data Science,Master,1,42000,75.3,1800,485,800,0.79
+Germany,Munich,TU Munich,Mechanical Engineering,Master,2,0,71.5,1200,110,900,0.92
+Canada,Toronto,University of Toronto,Business Analytics,Master,2,45000,73.8,1700,235,750,1.35
+Australia,Melbourne,University of Melbourne,Artificial Intelligence,PhD,4,29000,72.4,1500,450,650,1.52
+USA,Stanford,Stanford University,Physics,PhD,5,52000,84.3,2300,160,1500,1.00
+UK,Edinburgh,University of Edinburgh,Chemistry,Master,2,38000,67.8,1100,485,800,0.79
+Germany,Berlin,Humboldt University,Computer Science,Bachelor,3,0,68.9,950,110,900,0.92
+Canada,Vancouver,University of British Columbia,Environmental Science,Master,2,42000,71.2,1600,235,750,1.35
+Australia,Sydney,University of Sydney,Biotechnology,PhD,4,31000,75.6,1700,450,650,1.52
+USA,Berkeley,UC Berkeley,Mathematics,Master,2,54000,83.2,2000,160,1500,1.00
+UK,Manchester,University of Manchester,Engineering,Bachelor,3,35000,65.4,900,485,800,0.79
+Germany,Hamburg,University of Hamburg,Physics,Master,2,0,69.8,1100,110,900,0.92
+Canada,Montreal,McGill University,Computer Science,PhD,4,38000,68.9,1400,235,750,1.35
+Australia,Brisbane,University of Queensland,Data Science,Master,2,32000,68.7,1200,450,650,1.52
+USA,New York,Columbia University,Economics,Master,2,62000,100,2500,160,1500,1.00
+UK,Oxford,University of Oxford,Computer Science,PhD,4,40000,71.5,1400,485,800,0.79
+Germany,Dresden,TU Dresden,Mechanical Engineering,Bachelor,3,0,65.4,800,110,900,0.92
+Canada,Ottawa,University of Ottawa,Artificial Intelligence,Master,2,40000,67.8,1300,235,750,1.35
+Australia,Perth,University of Western Australia,Physics,Master,2,30000,67.2,1100,450,650,1.52
+USA,Atlanta,Georgia Tech,Engineering,PhD,5,48000,71.2,1700,160,1500,1.00
+UK,Bristol,University of Bristol,Data Science,Master,2,36000,68.9,1200,485,800,0.79
+Germany,Frankfurt,Goethe University,Computer Science,Master,2,0,72.3,1300,110,900,0.92
+Canada,Calgary,University of Calgary,Mathematics,Bachelor,4,35000,65.4,1200,235,750,1.35
+Australia,Adelaide,University of Adelaide,Chemistry,PhD,4,28000,64.5,1000,450,650,1.52
+USA,Los Angeles,UCLA,Computer Science,Master,2,52000,79.8,2200,160,1500,1.00
+UK,Glasgow,University of Glasgow,Physics,Bachelor,3,34000,64.5,950,485,800,0.79
+Germany,Stuttgart,University of Stuttgart,Engineering,Master,2,0,68.7,1100,110,900,0.92
+Canada,Edmonton,University of Alberta,Data Science,Master,2,37000,64.3,1100,235,750,1.35
+Australia,Canberra,Australian National University,Computer Science,PhD,4,33000,69.8,1300,450,650,1.52
+USA,Austin,UT Austin,Mathematics,Master,2,45000,68.9,1600,160,1500,1.00
+UK,Leeds,University of Leeds,Chemistry,PhD,4,35000,63.2,900,485,800,0.79
+Germany,Heidelberg,Heidelberg University,Physics,Bachelor,3,0,67.8,1000,110,900,0.92
+Canada,Halifax,Dalhousie University,Engineering,Master,2,36000,63.4,1000,235,750,1.35
+Australia,Gold Coast,Griffith University,Data Science,Master,2,29000,65.4,1100,450,650,1.52
+USA,Seattle,University of Washington,Computer Science,PhD,5,50000,77.8,2000,160,1500,1.00
+UK,Sheffield,University of Sheffield,Engineering,Master,2,33000,62.3,850,485,800,0.79
+Germany,Cologne,University of Cologne,Mathematics,Master,2,0,69.8,1200,110,900,0.92
+Canada,Quebec City,Laval University,Physics,Bachelor,3,34000,62.1,900,235,750,1.35
+Australia,Newcastle,University of Newcastle,Chemistry,Master,2,27000,63.2,950,450,650,1.52
+USA,Pittsburgh,Carnegie Mellon,Data Science,Master,2,56000,65.4,1500,160,1500,1.00
+UK,Nottingham,University of Nottingham,Computer Science,PhD,4,34000,61.2,800,485,800,0.79
+Germany,Bonn,University of Bonn,Engineering,Master,2,0,67.8,1100,110,900,0.92
+Canada,Victoria,University of Victoria,Mathematics,Master,2,35000,64.5,1100,235,750,1.35
+Australia,Hobart,University of Tasmania,Physics,Bachelor,3,26000,62.1,900,450,650,1.52
+USA,San Diego,UC San Diego,Chemistry,PhD,5,49000,75.6,1900,160,1500,1.00
+UK,Durham,Durham University,Engineering,Master,2,35000,63.4,900,485,800,0.79
+Germany,Aachen,RWTH Aachen,Computer Science,Bachelor,3,0,68.9,1000,110,900,0.92
+Canada,Winnipeg,University of Manitoba,Data Science,Master,2,33000,61.2,900,235,750,1.35
+Australia,Wollongong,University of Wollongong,Mathematics,PhD,4,28000,63.4,950,450,650,1.52
+USA,San Francisco,UC Berkeley Extension,Data Science,Master,2,52000,95.2,2400,160,1500,1.00
+UK,London,King's College London,Computer Science,Master,1,39000,75.3,1900,485,800,0.79
+Switzerland,Zurich,ETH Zurich,Computer Science,Master,2,1500,122.4,2000,140,1200,0.89
+France,Paris,Sorbonne University,Data Analytics,Master,2,4500,84.3,1800,99,850,0.92
+Ireland,Dublin,Trinity College Dublin,Computer Science,PhD,4,18900,83.6,1700,150,750,0.92
+USA,Chicago,University of Chicago,Data Science,Master,2,58000,84.1,1900,160,1500,1.00
+UK,Cambridge,Anglia Ruskin University,Data Analytics,Bachelor,3,35000,71.2,1500,485,800,0.79
+Switzerland,Lausanne,EPFL,Computer Science,PhD,4,1500,119.8,1900,140,1200,0.89
+France,Lyon,University of Lyon,Data Science,Master,2,4200,75.6,1200,99,850,0.92
+Ireland,Cork,University College Cork,Computer Science,Master,2,16800,75.4,1300,150,750,0.92
+USA,Boston,Northeastern University,Data Analytics,Master,2,54000,82.1,2200,160,1500,1.00
+UK,Edinburgh,Heriot-Watt University,Computer Science,Master,1,37000,67.8,1200,485,800,0.79
+Switzerland,Geneva,University of Geneva,Data Science,Master,2,1500,116.5,1800,140,1200,0.89
+France,Toulouse,University of Toulouse,Computer Science,Bachelor,3,4000,71.2,900,99,850,0.92
+Ireland,Galway,NUI Galway,Data Analytics,Master,2,15900,72.3,1100,150,750,0.92
+USA,Seattle,University of Washington,Data Science,PhD,4,51000,77.8,2100,160,1500,1.00
+UK,Birmingham,University of Birmingham,Computer Science,Master,1,36000,65.4,1100,485,800,0.79
+Switzerland,Basel,University of Basel,Data Science,Master,2,1500,114.3,1700,140,1200,0.89
+France,Bordeaux,University of Bordeaux,Data Analytics,Master,2,4300,72.1,1000,99,850,0.92
+Ireland,Limerick,University of Limerick,Computer Science,Bachelor,4,15400,71.2,1000,150,750,0.92
+USA,Austin,UT Austin,Computer Science,Master,2,49000,68.9,1800,160,1500,1.00
+UK,Manchester,University of Salford,Data Science,Master,1,35000,65.4,1000,485,800,0.79
+Switzerland,St. Gallen,University of St. Gallen,Data Analytics,Master,2,1500,112.1,1600,140,1200,0.89
+France,Nice,University of Nice,Computer Science,Master,2,4100,76.5,1300,99,850,0.92
+Ireland,Maynooth,Maynooth University,Data Science,PhD,4,14900,70.1,950,150,750,0.92
+USA,Denver,University of Denver,Data Analytics,Master,2,47000,69.8,1700,160,1500,1.00
+UK,Leeds,Leeds Beckett University,Computer Science,Bachelor,3,34000,63.2,900,485,800,0.79
+Switzerland,Bern,University of Bern,Data Science,Master,2,1500,110.4,1500,140,1200,0.89
+France,Lille,University of Lille,Data Analytics,PhD,4,4200,69.8,950,99,850,0.92
+Ireland,Waterford,Waterford IT,Computer Science,Master,2,14500,68.9,900,150,750,0.92
+USA,Portland,Portland State University,Data Science,Master,2,45000,71.2,1600,160,1500,1.00
+UK,Bristol,UWE Bristol,Computer Science,Master,1,33000,68.9,1100,485,800,0.79
+Switzerland,Lugano,USI Lugano,Data Analytics,Master,2,1500,108.9,1400,140,1200,0.89
+France,Strasbourg,University of Strasbourg,Computer Science,Master,2,4000,70.2,1000,99,850,0.92
+Ireland,Sligo,IT Sligo,Data Science,Bachelor,4,14000,67.5,850,150,750,0.92
+USA,Minneapolis,University of Minnesota,Computer Science,PhD,4,48000,72.3,1700,160,1500,1.00
+UK,Cardiff,Cardiff University,Data Analytics,Master,1,34000,64.5,950,485,800,0.79
+Switzerland,Fribourg,University of Fribourg,Computer Science,Master,2,1500,107.8,1300,140,1200,0.89
+France,Grenoble,Grenoble INP,Data Science,Master,2,4100,71.5,1100,99,850,0.92
+Ireland,Athlone,Athlone IT,Data Analytics,Master,2,13800,66.7,800,150,750,0.92
+Norway,Oslo,University of Oslo,Computer Science,Master,2,0,83.2,1400,275,700,10.45
+Finland,Helsinki,University of Helsinki,Data Science,Master,2,0,79.4,1200,350,650,0.92
+Germany,Berlin,Technical University Berlin,Mechanical Engineering,Master,2,0,68.9,1100,110,900,0.92
+Denmark,Copenhagen,University of Copenhagen,Physics,PhD,4,0,82.1,1500,450,800,7.45
+Norway,Trondheim,NTNU,Robotics,Master,2,0,75.6,1100,275,700,10.45
+Finland,Espoo,Aalto University,Computer Engineering,Bachelor,3,0,77.8,1000,350,650,0.92
+Germany,Munich,LMU Munich,Mathematics,PhD,4,0,71.5,1300,110,900,0.92
+Denmark,Aarhus,Aarhus University,Data Analytics,Master,2,0,76.5,1200,450,800,7.45
+Norway,Bergen,University of Bergen,Artificial Intelligence,Master,2,0,74.3,1200,275,700,10.45
+Finland,Tampere,Tampere University,Software Engineering,Master,2,0,72.1,900,350,650,0.92
+Germany,Dresden,TU Dresden,Computer Science,Bachelor,3,0,65.4,900,110,900,0.92
+Denmark,Odense,University of Southern Denmark,Biotechnology,Master,2,0,73.2,1100,450,800,7.45
+Norway,Tromsø,UiT Arctic University,Marine Technology,PhD,4,0,71.2,1000,275,700,10.45
+Finland,Turku,University of Turku,Bioinformatics,Master,2,0,71.8,850,350,650,0.92
+Germany,Hamburg,TU Hamburg,Electrical Engineering,Master,2,0,69.8,1200,110,900,0.92
+Denmark,Aalborg,Aalborg University,Energy Engineering,Bachelor,3,0,71.5,1000,450,800,7.45
+Norway,Stavanger,University of Stavanger,Petroleum Engineering,Master,2,0,72.4,1100,275,700,10.45
+Finland,Oulu,University of Oulu,Computer Science,PhD,4,0,70.2,800,350,650,0.92
+Germany,Stuttgart,University of Stuttgart,Aerospace Engineering,Master,2,0,68.7,1100,110,900,0.92
+Denmark,Roskilde,Roskilde University,Environmental Science,Master,2,0,70.8,1000,450,800,7.45
+Norway,Ås,Norwegian University of Life Sciences,Biotechnology,Master,2,0,70.5,900,275,700,10.45
+Finland,Vaasa,University of Vaasa,Industrial Management,Master,2,0,69.8,800,350,650,0.92
+Germany,Karlsruhe,KIT,Mechatronics,PhD,4,0,67.9,1000,110,900,0.92
+Denmark,Lyngby,Technical University of Denmark,Quantum Engineering,Master,2,0,81.2,1400,450,800,7.45
+Norway,Bodø,Nord University,Marine Biology,Bachelor,3,0,69.4,850,275,700,10.45
+Finland,Jyväskylä,University of Jyväskylä,Data Science,Master,2,0,68.7,750,350,650,0.92
+Germany,Darmstadt,TU Darmstadt,Computer Engineering,Master,2,0,66.8,950,110,900,0.92
+Denmark,Kolding,University of Southern Denmark,Software Engineering,PhD,4,0,69.5,900,450,800,7.45
+Norway,Gjøvik,NTNU Gjøvik,Information Security,Master,2,0,68.9,800,275,700,10.45
+Finland,Lappeenranta,LUT University,Industrial Engineering,Master,2,0,67.5,700,350,650,0.92
+Germany,Bremen,University of Bremen,Robotics,Master,2,0,66.5,900,110,900,0.92
+Denmark,Esbjerg,University of Southern Denmark,Environmental Engineering,Master,2,0,68.4,850,450,800,7.45
+Norway,Kristiansand,University of Agder,Renewable Energy,PhD,4,0,67.8,850,275,700,10.45
+Finland,Kuopio,University of Eastern Finland,Environmental Science,Bachelor,3,0,66.9,700,350,650,0.92
+Germany,Aachen,RWTH Aachen,Materials Science,Master,2,0,68.9,1000,110,900,0.92
+Denmark,Slagelse,University of Copenhagen,Bioinformatics,Master,2,0,67.5,900,450,800,7.45
+Norway,Horten,University of South-Eastern Norway,Systems Engineering,Master,2,0,66.7,800,275,700,10.45
+Finland,Joensuu,University of Eastern Finland,Forestry Sciences,PhD,4,0,65.8,650,350,650,0.92
+Germany,Jena,University of Jena,Photonics,Master,2,0,65.4,850,110,900,0.92
+Denmark,Herning,Aarhus University,Engineering Management,Master,2,0,66.2,800,450,800,7.45
+New Zealand,Auckland,University of Auckland,Computer Science,Master,2,32000,79.5,1200,330,600,1.65
+USA,Boston,Northeastern University,Data Science,Master,2,54000,82.1,2000,160,1500,1.00
+Sweden,Stockholm,KTH Royal Institute,Engineering Physics,Master,2,0,78.4,1100,120,750,10.45
+Netherlands,Amsterdam,University of Amsterdam,Artificial Intelligence,PhD,4,15000,81.2,1300,171,720,0.92
+Portugal,Lisbon,University of Lisbon,Computer Engineering,Master,2,7000,65.8,800,75,400,0.92
+New Zealand,Wellington,Victoria University,Data Analytics,Master,2,30000,75.6,1100,330,600,1.65
+USA,Austin,UT Austin,Robotics,PhD,5,48000,68.9,1600,160,1500,1.00
+Sweden,Uppsala,Uppsala University,Mathematics,Bachelor,3,0,72.3,900,120,750,10.45
+Netherlands,Rotterdam,Erasmus University,Business Analytics,Master,2,14500,77.8,1200,171,720,0.92
+Portugal,Porto,University of Porto,Software Engineering,Master,2,6500,62.4,700,75,400,0.92
+New Zealand,Christchurch,University of Canterbury,Mechanical Engineering,PhD,4,31000,72.4,950,330,600,1.65
+USA,San Diego,UC San Diego,Biotechnology,Master,2,49000,75.6,1900,160,1500,1.00
+Sweden,Gothenburg,Chalmers University,Sustainable Energy,Master,2,0,71.2,950,120,750,10.45
+Netherlands,Delft,TU Delft,Computer Science,Master,2,15500,76.5,1100,171,720,0.92
+Portugal,Coimbra,University of Coimbra,Data Science,Bachelor,3,6000,58.9,600,75,400,0.92
+New Zealand,Dunedin,University of Otago,Information Systems,Master,2,29000,70.2,900,330,600,1.65
+USA,Seattle,University of Washington,Computer Engineering,Master,2,51000,77.8,2100,160,1500,1.00
+Sweden,Lund,Lund University,Physics,PhD,4,0,73.4,1000,120,750,10.45
+Netherlands,Eindhoven,TU Eindhoven,Artificial Intelligence,Master,2,14800,72.3,950,171,720,0.92
+Portugal,Braga,University of Minho,Computer Science,Master,2,6200,57.8,550,75,400,0.92
+New Zealand,Hamilton,University of Waikato,Environmental Science,Master,2,28500,68.9,850,330,600,1.65
+USA,Atlanta,Georgia Tech,Machine Learning,PhD,5,48000,71.2,1700,160,1500,1.00
+Sweden,Linköping,Linköping University,Computer Science,Master,2,0,69.8,850,120,750,10.45
+Netherlands,Utrecht,Utrecht University,Data Science,Bachelor,3,13900,75.4,1100,171,720,0.92
+Portugal,Aveiro,University of Aveiro,Robotics,PhD,4,6800,56.7,500,75,400,0.92
+New Zealand,Palmerston North,Massey University,Computer Engineering,Bachelor,3,27500,67.5,800,330,600,1.65
+USA,Pittsburgh,Carnegie Mellon,Software Engineering,Master,2,56000,65.4,1500,160,1500,1.00
+Sweden,Umeå,Umeå University,Artificial Intelligence,Master,2,0,68.5,800,120,750,10.45
+Netherlands,Groningen,University of Groningen,Computing Science,PhD,4,14200,71.2,900,171,720,0.92
+Portugal,Faro,University of Algarve,Information Systems,Master,2,5900,55.4,480,75,400,0.92
+New Zealand,Auckland,AUT University,Data Analytics,Master,2,29500,79.5,1150,330,600,1.65
+USA,Raleigh,NC State University,Computer Science,Master,2,47000,67.8,1400,160,1500,1.00
+Sweden,Karlstad,Karlstad University,Information Systems,Bachelor,3,0,67.2,750,120,750,10.45
+Netherlands,Tilburg,Tilburg University,Data Science,Master,2,14000,70.5,950,171,720,0.92
+Portugal,Vila Real,UTAD,Computer Engineering,Master,2,5700,54.3,450,75,400,0.92
+New Zealand,Christchurch,Lincoln University,Environmental Computing,PhD,4,28000,72.4,900,330,600,1.65
+USA,Davis,UC Davis,Data Science,Master,2,48000,73.2,1600,160,1500,1.00
+Sweden,Växjö,Linnaeus University,Software Engineering,Master,2,0,66.5,700,120,750,10.45
+Netherlands,Wageningen,Wageningen University,Bioinformatics,Master,2,14500,69.8,900,171,720,0.92
+Portugal,Funchal,University of Madeira,Computing,Bachelor,3,5500,53.2,400,75,400,0.92
+Spain,Madrid,Universidad Politécnica de Madrid,Computer Science,Master,2,3500,71.4,1100,80,750,0.92
+Italy,Milan,Politecnico di Milano,Data Engineering,Master,2,4000,73.2,1200,120,700,0.92
+Greece,Athens,National Technical University,Electrical Engineering,PhD,4,0,65.8,650,100,600,0.92
+Austria,Vienna,TU Wien,Software Engineering,Master,2,1500,78.5,950,160,850,0.92
+Mexico,Mexico City,UNAM,Computer Engineering,Bachelor,4,800,52.4,600,40,400,17.05
+Spain,Barcelona,Universitat Politècnica Catalunya,Artificial Intelligence,Master,2,3800,73.6,1000,80,750,0.92
+Italy,Rome,Sapienza University,Robotics,PhD,4,3500,71.2,1100,120,700,0.92
+Greece,Thessaloniki,Aristotle University,Computer Engineering,Master,2,0,62.4,500,100,600,0.92
+Austria,Graz,TU Graz,Mechanical Engineering,Bachelor,3,1500,71.2,750,160,850,0.92
+Mexico,Monterrey,Tecnológico de Monterrey,Data Science,Master,2,12000,48.9,700,40,400,17.05
+Spain,Valencia,Universitat de València,Data Science,Master,2,3200,68.5,800,80,750,0.92
+Italy,Turin,Politecnico di Torino,Computer Engineering,Master,2,3800,69.8,900,120,700,0.92
+Greece,Patras,University of Patras,Electronics,PhD,4,0,60.5,450,100,600,0.92
+Austria,Linz,Johannes Kepler University,Artificial Intelligence,Master,2,1500,70.4,700,160,850,0.92
+Mexico,Guadalajara,Universidad de Guadalajara,Software Engineering,Bachelor,4,900,45.6,500,40,400,17.05
+Spain,Seville,Universidad de Sevilla,Robotics,Master,2,3000,65.4,750,80,750,0.92
+Italy,Bologna,University of Bologna,Information Technology,PhD,4,3600,70.5,950,120,700,0.92
+Greece,Heraklion,University of Crete,Computer Science,Master,2,0,61.2,480,100,600,0.92
+Austria,Salzburg,University of Salzburg,Data Analytics,Bachelor,3,1500,72.3,800,160,850,0.92
+Mexico,Puebla,UDLAP,Computer Engineering,Master,2,10000,44.5,450,40,400,17.05
+Spain,Bilbao,University of the Basque Country,Computer Science,PhD,4,3400,67.8,850,80,750,0.92
+Italy,Florence,University of Florence,Cybersecurity,Master,2,3500,71.2,1000,120,700,0.92
+Greece,Volos,University of Thessaly,Digital Systems,Master,2,0,59.8,400,100,600,0.92
+Austria,Innsbruck,University of Innsbruck,Mechatronics,Master,2,1500,71.5,780,160,850,0.92
+Mexico,Queretaro,Tecnologico de Monterrey,Data Analytics,Bachelor,4,11000,46.7,480,40,400,17.05
+Spain,Granada,University of Granada,Artificial Intelligence,Master,2,2800,64.5,700,80,750,0.92
+Italy,Naples,University of Naples,Software Engineering,PhD,4,3200,67.8,800,120,700,0.92
+Greece,Ioannina,University of Ioannina,Information Systems,Bachelor,4,0,58.9,380,100,600,0.92
+Austria,Klagenfurt,University of Klagenfurt,Data Science,Master,2,1500,69.4,720,160,850,0.92
+Mexico,Merida,Universidad Autonoma de Yucatan,Computer Engineering,Master,2,3500,43.2,400,40,400,17.05
+Spain,Zaragoza,University of Zaragoza,Robotics,Master,2,2900,63.2,650,80,750,0.92
+Italy,Pisa,University of Pisa,Computer Engineering,Master,2,3300,68.9,850,120,700,0.92
+Greece,Rhodes,University of the Aegean,Digital Innovation,Master,2,0,61.2,420,100,600,0.92
+Austria,Leoben,Montanuniversität Leoben,Industrial Engineering,PhD,4,1500,68.7,700,160,850,0.92
+Mexico,Tijuana,CETYS Universidad,Information Technology,Bachelor,4,9500,45.4,550,40,400,17.05
+Spain,Salamanca,University of Salamanca,Data Science,PhD,4,3100,62.1,600,80,750,0.92
+Italy,Padua,University of Padua,Artificial Intelligence,Master,2,3400,69.5,900,120,700,0.92
+Greece,Chania,Technical University of Crete,Electronic Engineering,Master,2,0,60.4,450,100,600,0.92
+Austria,Dornbirn,FH Vorarlberg,Software Development,Bachelor,3,1500,70.2,800,160,850,0.92
+Mexico,San Luis Potosi,UASLP,Computer Systems,Master,2,2800,42.8,380,40,400,17.05
+Turkey,Istanbul,Bogazici University,Computer Engineering,Master,2,1500,51.2,600,90,500,28.50
+Greece,Athens,Athens University of Economics,Data Science,Master,2,0,65.8,650,100,600,0.92
+Belgium,Leuven,KU Leuven,Artificial Intelligence,PhD,4,3800,76.5,950,180,800,0.92
+Hungary,Budapest,Budapest University of Technology,Software Engineering,Master,2,6500,53.4,500,140,450,350.25
+Russia,Moscow,Moscow State University,Computer Science,Bachelor,4,5500,62.3,600,160,400,95.50
+Turkey,Ankara,Middle East Technical University,Data Engineering,Master,2,1200,48.5,450,90,500,28.50
+Greece,Thessaloniki,University of Macedonia,Information Systems,PhD,4,0,62.4,500,100,600,0.92
+Belgium,Ghent,Ghent University,Computer Science,Master,2,3500,72.8,850,180,800,0.92
+Hungary,Debrecen,University of Debrecen,Mechatronics,Bachelor,3,5800,48.9,400,140,450,350.25
+Russia,Saint Petersburg,ITMO University,Data Science,Master,2,5000,60.1,550,160,400,95.50
+Turkey,Izmir,Ege University,Electronics Engineering,PhD,4,1300,47.8,400,90,500,28.50
+Greece,Patras,University of Patras,Computer Engineering,Master,2,0,60.5,450,100,600,0.92
+Belgium,Brussels,Vrije Universiteit Brussel,Robotics,Master,2,3600,75.4,900,180,800,0.92
+Hungary,Szeged,University of Szeged,Computer Science,PhD,4,6000,47.2,380,140,450,350.25
+Russia,Novosibirsk,Novosibirsk State University,Mathematics,Master,2,4800,55.4,400,160,400,95.50
+Turkey,Eskisehir,Anadolu University,Information Systems,Bachelor,4,1000,45.6,350,90,500,28.50
+Greece,Heraklion,University of Crete,Data Analytics,Master,2,0,61.2,480,100,600,0.92
+Belgium,Antwerp,University of Antwerp,Computer Science,PhD,4,3700,71.2,800,180,800,0.92
+Hungary,Pecs,University of Pecs,Software Development,Master,2,5500,46.8,350,140,450,350.25
+Russia,Kazan,Kazan Federal University,Artificial Intelligence,Bachelor,4,4500,52.3,380,160,400,95.50
+Turkey,Bursa,Uludag University,Computer Science,Master,2,1100,46.5,380,90,500,28.50
+Greece,Volos,University of Thessaly,Cybersecurity,PhD,4,0,59.8,400,100,600,0.92
+Belgium,Louvain,UCLouvain,Data Engineering,Master,2,3500,70.5,780,180,800,0.92
+Hungary,Gyor,Szechenyi Istvan University,Robotics,Bachelor,3,5200,45.6,320,140,450,350.25
+Russia,Tomsk,Tomsk State University,Software Engineering,Master,2,4600,51.2,350,160,400,95.50
+Turkey,Antalya,Akdeniz University,Data Science,PhD,4,1400,47.8,420,90,500,28.50
+Greece,Piraeus,University of Piraeus,Information Technology,Master,2,0,63.4,550,100,600,0.92
+Belgium,Hasselt,Hasselt University,Artificial Intelligence,Bachelor,3,3400,69.8,750,180,800,0.92
+Hungary,Miskolc,University of Miskolc,Computer Engineering,Master,2,5300,44.5,300,140,450,350.25
+Russia,Yekaterinburg,Ural Federal University,Data Analytics,PhD,4,4700,53.4,400,160,400,95.50
+Turkey,Kayseri,Erciyes University,Software Engineering,Master,2,1200,45.2,350,90,500,28.50
+Greece,Xanthi,Democritus University,Computer Engineering,Bachelor,4,0,58.7,380,100,600,0.92
+Belgium,Liege,University of Liege,Data Science,PhD,4,3600,68.9,720,180,800,0.92
+Hungary,Veszprem,University of Pannonia,Information Systems,Master,2,5100,44.8,310,140,450,350.25
+Russia,Samara,Samara State University,Computer Science,Master,2,4400,50.5,370,160,400,95.50
+Turkey,Konya,Selcuk University,Artificial Intelligence,Bachelor,4,1000,44.5,330,90,500,28.50
+Greece,Chios,University of the Aegean,Digital Systems,Master,2,0,59.2,400,100,600,0.92
+Belgium,Mons,University of Mons,Computer Engineering,Master,2,3500,67.8,700,180,800,0.92
+Hungary,Kecskemet,John von Neumann University,Data Analytics,PhD,4,5400,43.9,290,140,450,350.25
+Russia,Rostov-on-Don,Southern Federal University,Information Technology,Bachelor,4,4200,49.8,350,160,400,95.50
+Brazil,Sao Paulo,University of Sao Paulo,Computer Science,Master,2,0,55.8,600,90,400,4.95
+India,Bangalore,Indian Institute of Science,Data Science,PhD,4,2000,45.2,300,180,300,82.75
+Thailand,Bangkok,Chulalongkorn University,Software Engineering,Master,2,15000,51.4,500,80,350,35.25
+Egypt,Cairo,Cairo University,Computer Engineering,Bachelor,4,2500,31.8,250,100,200,30.90
+Singapore,Singapore,National University of Singapore,Artificial Intelligence,Master,2,42000,83.8,1200,90,800,1.35
+UAE,Dubai,University of Dubai,Data Analytics,Master,2,25000,72.4,1100,270,750,3.67
+Brazil,Rio de Janeiro,PUC-Rio,Information Systems,PhD,4,8000,53.2,550,90,400,4.95
+India,Mumbai,IIT Bombay,Computer Engineering,Master,2,1800,47.5,350,180,300,82.75
+Thailand,Chiang Mai,Chiang Mai University,Data Science,Bachelor,4,12000,45.6,300,80,350,35.25
+Singapore,Singapore,Nanyang Technological University,Computer Science,PhD,4,40000,83.8,1100,90,800,1.35
+UAE,Abu Dhabi,Khalifa University,Robotics,Master,2,27000,71.8,1000,270,750,3.67
+Brazil,Campinas,UNICAMP,Computer Engineering,Master,2,0,51.4,450,90,400,4.95
+India,Delhi,IIT Delhi,Artificial Intelligence,PhD,4,1900,44.8,320,180,300,82.75
+Thailand,Khon Kaen,Khon Kaen University,Information Technology,Master,2,11000,42.5,250,80,350,35.25
+Egypt,Alexandria,Alexandria University,Software Engineering,Master,2,2200,30.5,200,100,200,30.90
+Singapore,Singapore,Singapore Management University,Data Analytics,Bachelor,4,38000,83.8,1150,90,800,1.35
+UAE,Sharjah,American University of Sharjah,Computer Science,PhD,4,26000,68.5,900,270,750,3.67
+Brazil,Porto Alegre,UFRGS,Data Science,Bachelor,4,0,49.8,400,90,400,4.95
+India,Chennai,IIT Madras,Software Engineering,Master,2,1700,42.4,280,180,300,82.75
+Thailand,Phuket,Prince of Songkla University,Computer Engineering,Master,2,10000,44.8,300,80,350,35.25
+Egypt,Giza,Ain Shams University,Data Science,PhD,4,2400,31.2,220,100,200,30.90
+Singapore,Singapore,Singapore University of Technology,Artificial Intelligence,Master,2,39000,83.8,1100,90,800,1.35
+UAE,Ajman,Ajman University,Information Systems,Bachelor,4,23000,65.4,800,270,750,3.67
+Brazil,Recife,UFPE,Computer Engineering,Master,2,0,47.5,350,90,400,4.95
+India,Hyderabad,IIT Hyderabad,Data Analytics,PhD,4,1800,41.2,260,180,300,82.75
+Thailand,Hat Yai,Prince of Songkla University,Software Engineering,Bachelor,4,9500,43.2,280,80,350,35.25
+Egypt,Port Said,Port Said University,Computer Science,Master,2,2100,29.8,180,100,200,30.90
+Singapore,Singapore,SUTD,Robotics,PhD,4,37000,83.8,1050,90,800,1.35
+UAE,Al Ain,UAE University,Data Science,Master,2,24000,64.2,750,270,750,3.67
+Brazil,Florianopolis,UFSC,Information Technology,PhD,4,0,48.9,400,90,400,4.95
+India,Pune,IIT Pune,Computer Science,Master,2,1600,40.5,250,180,300,82.75
+Thailand,Nakhon Ratchasima,Suranaree University,Data Engineering,Master,2,9000,41.8,250,80,350,35.25
+Egypt,Mansoura,Mansoura University,Information Systems,Bachelor,4,2000,28.5,170,100,200,30.90
+Singapore,Singapore,SIM Global Education,Software Engineering,Bachelor,4,35000,83.8,1000,90,800,1.35
+UAE,Ras Al Khaimah,RAK University,Computer Engineering,Master,2,22000,62.5,700,270,750,3.67
+Brazil,Salvador,UFBA,Data Science,Master,2,0,46.8,380,90,400,4.95
+India,Kanpur,IIT Kanpur,Artificial Intelligence,PhD,4,1900,39.8,240,180,300,82.75
+Thailand,Songkhla,Thaksin University,Computer Engineering,Bachelor,4,8500,42.5,270,80,350,35.25
+Egypt,Aswan,Aswan University,Data Analytics,Master,2,1900,27.8,160,100,200,30.90
+UAE,Fujairah,Fujairah University,Information Technology,Bachelor,4,21000,61.4,650,270,750,3.67
+Iceland,Reykjavik,University of Iceland,Computer Science,Master,2,0,84.5,1200,140,900,137.50
+Colombia,Bogota,Universidad Nacional,Software Engineering,Master,2,3500,41.2,400,80,300,3950
+Poland,Warsaw,University of Warsaw,Data Science,PhD,4,3000,54.8,650,80,400,4.10
+Romania,Bucharest,University Politehnica,Computer Engineering,Bachelor,3,2500,45.2,450,120,350,4.65
+Luxembourg,Luxembourg City,University of Luxembourg,Artificial Intelligence,Master,2,400,83.2,1400,100,800,0.92
+Indonesia,Jakarta,University of Indonesia,Information Systems,Master,2,5000,45.8,400,150,250,15600
+Iceland,Akureyri,University of Akureyri,Data Analytics,Bachelor,3,0,78.4,900,140,900,137.50
+Colombia,Medellin,Universidad de Antioquia,Computer Science,PhD,4,4000,38.5,350,80,300,3950
+Poland,Krakow,Jagiellonian University,Software Development,Master,2,2800,52.4,600,80,400,4.10
+Romania,Cluj-Napoca,Babes-Bolyai University,Data Science,Master,2,2200,43.8,400,120,350,4.65
+Luxembourg,Esch-sur-Alzette,Luxembourg School of Business,Data Engineering,Master,2,400,79.5,1200,100,800,0.92
+Indonesia,Bandung,Institut Teknologi Bandung,Computer Engineering,PhD,4,4500,42.4,300,150,250,15600
+Iceland,Reykjavik,Reykjavik University,Robotics,Master,2,0,84.5,1150,140,900,137.50
+Colombia,Cali,Universidad del Valle,Information Technology,Bachelor,4,3200,36.8,300,80,300,3950
+Poland,Wroclaw,Wroclaw University of Technology,Artificial Intelligence,Master,2,2600,50.5,550,80,400,4.10
+Romania,Timisoara,Politehnica University,Software Engineering,PhD,4,2400,42.5,380,120,350,4.65
+Luxembourg,Belval,Luxembourg Institute of Science,Computer Science,Bachelor,3,400,78.4,1100,100,800,0.92
+Indonesia,Yogyakarta,Gadjah Mada University,Data Science,Master,2,4000,40.2,250,150,250,15600
+Iceland,Hafnarfjordur,Iceland University of Arts,Digital Design,Master,2,0,82.1,1000,140,900,137.50
+Colombia,Barranquilla,Universidad del Norte,Computer Engineering,Master,2,3800,35.4,280,80,300,3950
+Poland,Poznan,Adam Mickiewicz University,Computer Science,PhD,4,2700,51.2,580,80,400,4.10
+Romania,Iasi,Alexandru Ioan Cuza University,Information Systems,Master,2,2100,41.8,350,120,350,4.65
+Luxembourg,Kirchberg,Sacred Heart University,Data Analytics,Master,2,400,81.5,1300,100,800,0.92
+Indonesia,Surabaya,Institut Teknologi Sepuluh,Software Engineering,Bachelor,4,3800,41.5,280,150,250,15600
+Iceland,Kopavogur,Bifrost University,Digital Business,Bachelor,3,0,81.2,950,140,900,137.50
+Colombia,Bucaramanga,UIS,Data Science,PhD,4,3500,34.8,260,80,300,3950
+Poland,Gdansk,Gdansk University of Technology,Cybersecurity,Master,2,2500,49.8,520,80,400,4.10
+Romania,Brasov,Transilvania University,Computer Engineering,Bachelor,4,2000,40.5,330,120,350,4.65
+Luxembourg,Differdange,Miami University Dolibois,Information Technology,Master,2,400,77.8,1150,100,800,0.92
+Indonesia,Malang,Brawijaya University,Artificial Intelligence,Master,2,3500,39.8,240,150,250,15600
+Poland,Lodz,Lodz University of Technology,Software Engineering,Master,2,2400,48.5,500,80,400,4.10
+Romania,Constanta,Ovidius University,Data Analytics,Master,2,1900,39.8,320,120,350,4.65
+Luxembourg,Walferdange,European Business University,Digital Innovation,Bachelor,3,400,76.5,1100,100,800,0.92
+Indonesia,Semarang,Diponegoro University,Computer Science,PhD,4,3200,38.5,220,150,250,15600
+Iceland,Borgarnes,Agricultural University,Data Systems,Master,2,0,79.8,900,140,900,137.50
+Colombia,Cartagena,Universidad de Cartagena,Information Systems,Master,2,3300,35.2,290,80,300,3950
+Poland,Katowice,University of Silesia,Computer Engineering,Bachelor,3,2300,47.8,480,80,400,4.10
+Romania,Craiova,University of Craiova,Software Development,PhD,4,2200,38.9,300,120,350,4.65
+Luxembourg,Bertrange,Chamber of Commerce School,Business Analytics,Master,2,400,75.4,1050,100,800,0.92
+Indonesia,Denpasar,Udayana University,Information Technology,Master,2,3000,37.9,200,150,250,15600
+Tunisia,Tunis,University of Tunis,Computer Science,Master,2,1500,35.8,250,60,200,3.15
+Cyprus,Nicosia,University of Cyprus,Data Science,Master,2,8000,65.4,600,100,500,0.92
+Croatia,Zagreb,University of Zagreb,Software Engineering,PhD,4,4000,58.9,450,80,400,7.35
+Dominican Republic,Santo Domingo,INTEC,Computer Engineering,Bachelor,4,6000,42.5,350,100,300,56.80
+Morocco,Rabat,Mohammed V University,Information Systems,Master,2,2000,41.2,300,70,250,10.15
+Peru,Lima,PUCP,Data Analytics,Master,2,8500,44.8,400,120,350,3.75
+Argentina,Buenos Aires,University of Buenos Aires,Computer Science,PhD,4,0,42.5,350,90,280,275.00
+Tunisia,Sfax,University of Sfax,Artificial Intelligence,Master,2,1400,33.2,200,60,200,3.15
+Cyprus,Limassol,Cyprus University of Technology,Software Development,Bachelor,4,7500,62.8,550,100,500,0.92
+Croatia,Split,University of Split,Data Engineering,Master,2,3800,56.4,400,80,400,7.35
+Dominican Republic,Santiago,PUCMM,Information Technology,Master,2,5500,40.2,300,100,300,56.80
+Morocco,Casablanca,Hassan II University,Computer Engineering,PhD,4,2200,43.5,350,70,250,10.15
+Peru,Arequipa,Universidad San Agustin,Software Engineering,Bachelor,4,7000,41.2,300,120,350,3.75
+Argentina,Cordoba,National University of Cordoba,Data Science,Master,2,0,39.8,280,90,280,275.00
+Tunisia,Sousse,University of Sousse,Computer Systems,Bachelor,3,1300,32.5,180,60,200,3.15
+Cyprus,Larnaca,American University Cyprus,Artificial Intelligence,PhD,4,8200,61.5,500,100,500,0.92
+Croatia,Rijeka,University of Rijeka,Information Systems,Master,2,3500,54.8,380,80,400,7.35
+Dominican Republic,La Romana,Universidad Central Este,Computer Science,Bachelor,4,5000,38.5,280,100,300,56.80
+Morocco,Fez,University of Al Quaraouiyine,Data Analytics,Master,2,1800,39.8,250,70,250,10.15
+Peru,Trujillo,Universidad Nacional de Trujillo,Software Development,PhD,4,7500,40.5,280,120,350,3.75
+Argentina,Rosario,National University of Rosario,Computer Engineering,Master,2,0,38.5,260,90,280,275.00
+Tunisia,Monastir,University of Monastir,Data Science,PhD,4,1600,31.8,170,60,200,3.15
+Cyprus,Famagusta,Eastern Mediterranean University,Software Engineering,Master,2,7800,59.8,480,100,500,0.92
+Croatia,Osijek,University of Osijek,Computer Science,Bachelor,3,3200,52.5,350,80,400,7.35
+Dominican Republic,San Pedro,UCNE,Information Systems,Master,2,4800,37.2,260,100,300,56.80
+Morocco,Marrakech,Cadi Ayyad University,Artificial Intelligence,PhD,4,2100,40.5,280,70,250,10.15
+Peru,Cusco,Universidad San Antonio Abad,Data Analytics,Master,2,6800,39.8,260,120,350,3.75
+Argentina,La Plata,National University of La Plata,Software Development,Bachelor,4,0,37.5,240,90,280,275.00
+Tunisia,Gabes,University of Gabes,Computer Engineering,Master,2,1400,30.5,160,60,200,3.15
+Croatia,Zadar,University of Zadar,Information Technology,PhD,4,3600,53.2,370,80,400,7.35
+Cyprus,Paphos,Neapolis University,Data Science,Bachelor,3,7400,58.5,450,100,500,0.92
+Dominican Republic,Puerto Plata,UTESA,Computer Science,PhD,4,4500,36.8,250,100,300,56.80
+Morocco,Tangier,Abdelmalek Essaadi University,Software Engineering,Master,2,1900,38.9,260,70,250,10.15
+Peru,Piura,Universidad de Piura,Information Systems,Master,2,7200,38.5,250,120,350,3.75
+Argentina,Mendoza,National University of Cuyo,Data Analytics,PhD,4,0,36.8,230,90,280,275.00
+Tunisia,Bizerte,University of Carthage,Artificial Intelligence,Bachelor,3,1200,29.8,150,60,200,3.15
+Cyprus,Girne,Girne American University,Computer Engineering,Master,2,7600,57.8,430,100,500,0.92
+Croatia,Dubrovnik,University of Dubrovnik,Software Development,Master,2,3400,54.5,390,80,400,7.35
+Morocco,Oujda,Mohammed I University,Computer Science,Bachelor,4,1700,37.5,240,70,250,10.15
+Peru,Chiclayo,Universidad San Martin,Data Engineering,PhD,4,6500,37.8,240,120,350,3.75
+Ecuador,Quito,Universidad San Francisco,Computer Science,Master,2,8500,45.8,400,100,300,1.00
+Lebanon,Beirut,American University of Beirut,Data Science,Master,2,20000,58.9,600,150,500,15000
+Bahrain,Manama,University of Bahrain,Software Engineering,Bachelor,4,7000,65.4,700,130,600,0.38
+Uruguay,Montevideo,Universidad de la Republica,Computer Engineering,PhD,4,0,52.4,450,90,350,39.50
+Bulgaria,Sofia,Sofia University,Information Systems,Master,2,3500,48.5,400,110,300,1.85
+Ghana,Accra,University of Ghana,Data Analytics,Master,2,4500,42.1,300,120,250,12.00
+Algeria,Algiers,University of Science and Technology,Computer Science,Bachelor,3,1200,38.5,250,80,200,137.50
+Panama,Panama City,Universidad Tecnologica,Artificial Intelligence,Master,2,7500,51.2,600,100,400,1.00
+Ecuador,Guayaquil,ESPOL,Software Development,PhD,4,7800,43.2,350,100,300,1.00
+Lebanon,Byblos,Lebanese American University,Data Engineering,Master,2,18000,55.4,500,150,500,15000
+Bahrain,Riffa,Royal University for Women,Information Technology,Master,2,8000,63.2,650,130,600,0.38
+Uruguay,Salto,Universidad ORT Uruguay,Computer Science,Master,2,6500,48.5,380,90,350,39.50
+Bulgaria,Plovdiv,Plovdiv University,Data Science,Bachelor,3,3200,45.8,350,110,300,1.85
+Ghana,Kumasi,Kwame Nkrumah University,Software Engineering,PhD,4,4200,39.8,250,120,250,12.00
+Algeria,Oran,University of Oran,Computer Engineering,Master,2,1100,36.4,220,80,200,137.50
+Panama,David,ISAE University,Data Analytics,Bachelor,4,6800,47.5,450,100,400,1.00
+Ecuador,Cuenca,Universidad de Cuenca,Information Systems,Master,2,7200,42.5,320,100,300,1.00
+Lebanon,Tripoli,Lebanese University,Computer Science,PhD,4,2000,52.1,400,150,500,15000
+Bahrain,Isa Town,Bahrain Polytechnic,Software Development,Bachelor,4,6500,61.8,600,130,600,0.38
+Uruguay,Maldonado,Universidad Catolica,Data Science,Master,2,7000,49.2,400,90,350,39.50
+Bulgaria,Varna,Technical University Varna,Computer Engineering,Master,2,3100,44.2,330,110,300,1.85
+Ghana,Cape Coast,University of Cape Coast,Information Technology,Master,2,4000,38.5,230,120,250,12.00
+Algeria,Constantine,University of Constantine,Data Analytics,PhD,4,1300,35.8,200,80,200,137.50
+Panama,Santiago,Universidad Latina,Computer Science,Master,2,6500,45.8,400,100,400,1.00
+Ecuador,Loja,UTPL,Artificial Intelligence,Bachelor,3,6800,41.2,300,100,300,1.00
+Lebanon,Jounieh,Holy Spirit University,Software Engineering,Master,2,16000,54.5,450,150,500,15000
+Bahrain,Sakhir,Arabian Gulf University,Data Science,PhD,4,9000,62.4,620,130,600,0.38
+Uruguay,Rivera,UTEC,Information Systems,Bachelor,4,0,47.8,350,90,350,39.50
+Bulgaria,Burgas,Burgas Free University,Computer Science,Master,2,2900,43.5,320,110,300,1.85
+Ghana,Tamale,University for Development,Software Development,PhD,4,3800,36.8,200,120,250,12.00
+Algeria,Annaba,Badji Mokhtar University,Computer Engineering,Master,2,1000,34.5,180,80,200,137.50
+Panama,Chitré,Quality Leadership University,Data Analytics,Bachelor,3,6200,44.2,380,100,400,1.00
+Ecuador,Ambato,Universidad Tecnica,Information Technology,PhD,4,6500,40.5,280,100,300,1.00
+Lebanon,Sidon,Lebanese International,Computer Science,Bachelor,4,15000,51.8,420,150,500,15000
+Bahrain,Muharraq,Applied Science University,Data Engineering,Master,2,7500,61.5,580,130,600,0.38
+Uruguay,Paysandu,Universidad de Paysandu,Software Engineering,Master,2,0,46.5,330,90,350,39.50
+Bulgaria,Ruse,University of Ruse,Artificial Intelligence,PhD,4,3300,42.8,300,110,300,1.85
+Ghana,Ho,University of Health Sciences,Data Science,Master,2,3500,35.4,180,120,250,12.00
+Algeria,Tlemcen,University of Tlemcen,Information Systems,Bachelor,3,900,33.2,160,80,200,137.50
+Panama,La Chorrera,Universidad Metropolitana,Computer Science,Master,2,6000,43.5,350,100,400,1.00
+Bangladesh,Dhaka,Bangladesh University of Engineering,Computer Science,Master,2,2500,42.5,250,100,200,109.50
+Kuwait,Kuwait City,Kuwait University,Data Science,Master,2,3500,71.2,800,140,700,0.31
+Ukraine,Kyiv,Igor Sikorsky Kyiv Polytechnic,Software Engineering,Bachelor,4,3800,45.8,400,120,300,36.80
+Slovenia,Ljubljana,University of Ljubljana,Computer Engineering,PhD,4,4500,62.4,500,80,450,0.92
+Serbia,Belgrade,University of Belgrade,Information Systems,Master,2,2800,48.5,350,90,320,108.50
+Iran,Tehran,Sharif University of Technology,Data Analytics,Master,2,3000,51.2,400,150,280,42150
+Uzbekistan,Tashkent,INHA University Tashkent,Computer Science,Bachelor,4,4200,44.5,300,160,250,12300
+El Salvador,San Salvador,Universidad Don Bosco,Software Development,Master,2,5500,46.8,400,110,300,1.00
+Bangladesh,Chittagong,CUET,Artificial Intelligence,PhD,4,2200,39.8,200,100,200,109.50
+Kuwait,Hawalli,American University Kuwait,Data Engineering,Master,2,15000,68.5,750,140,700,0.31
+Ukraine,Lviv,Lviv Polytechnic,Computer Science,Master,2,3500,43.2,350,120,300,36.80
+Slovenia,Maribor,University of Maribor,Data Science,Master,2,4200,58.5,450,80,450,0.92
+Serbia,Novi Sad,University of Novi Sad,Software Engineering,PhD,4,2600,45.8,320,90,320,108.50
+Iran,Isfahan,Isfahan University of Technology,Information Systems,Bachelor,3,2800,48.5,350,150,280,42150
+Uzbekistan,Samarkand,Samarkand State University,Data Analytics,Master,2,3800,41.2,250,160,250,12300
+El Salvador,Santa Ana,Universidad Catolica,Computer Engineering,Bachelor,4,5000,44.5,350,110,300,1.00
+Bangladesh,Khulna,Khulna University,Software Development,Master,2,2100,38.5,180,100,200,109.50
+Kuwait,Al Jahra,Gulf University for Science,Artificial Intelligence,PhD,4,14000,66.8,700,140,700,0.31
+Ukraine,Kharkiv,Kharkiv Polytechnic,Data Science,Master,2,3400,42.5,330,120,300,36.80
+Slovenia,Koper,University of Primorska,Information Technology,Bachelor,3,4000,57.2,420,80,450,0.92
+Serbia,Nis,University of Nis,Computer Engineering,Master,2,2500,44.2,300,90,320,108.50
+Iran,Mashhad,Ferdowsi University,Data Analytics,PhD,4,2900,47.8,320,150,280,42150
+Uzbekistan,Bukhara,Bukhara State University,Computer Science,Bachelor,4,3500,39.8,220,160,250,12300
+El Salvador,San Miguel,Universidad de Oriente,Information Systems,Master,2,4800,43.2,320,110,300,1.00
+Bangladesh,Rajshahi,RUET,Software Engineering,Master,2,2000,37.2,170,100,200,109.50
+Kuwait,Salmiya,Australian College Kuwait,Data Science,Bachelor,3,13500,65.4,680,140,700,0.31
+Ukraine,Odesa,Odesa Polytechnic,Artificial Intelligence,PhD,4,3600,41.8,320,120,300,36.80
+Slovenia,Nova Gorica,University of Nova Gorica,Computer Science,Master,2,4100,56.5,400,80,450,0.92
+Serbia,Kragujevac,University of Kragujevac,Data Engineering,Bachelor,4,2400,43.5,280,90,320,108.50
+Iran,Shiraz,Shiraz University,Software Development,Master,2,2700,46.8,300,150,280,42150
+Uzbekistan,Namangan,Namangan Institute,Information Technology,Master,2,3400,38.5,200,160,250,12300
+El Salvador,Sonsonate,Universidad de Sonsonate,Data Science,Bachelor,3,4500,42.8,300,110,300,1.00
+Bangladesh,Sylhet,SUST,Computer Engineering,PhD,4,2300,36.8,160,100,200,109.50
+Kuwait,Al Ahmadi,ACK,Software Engineering,Master,2,13000,64.5,650,140,700,0.31
+Ukraine,Dnipro,Dnipro Polytechnic,Data Analytics,Master,2,3300,40.5,300,120,300,36.80
+Slovenia,Celje,Faculty of Logistics,Information Systems,Bachelor,3,3900,55.4,380,80,450,0.92
+Serbia,Subotica,University of Subotica,Computer Science,Master,2,2300,42.8,270,90,320,108.50
+Iran,Tabriz,University of Tabriz,Artificial Intelligence,PhD,4,2600,45.5,280,150,280,42150
+Uzbekistan,Andijan,Andijan State University,Software Development,Master,2,3200,37.8,180,160,250,12300
+El Salvador,Santa Tecla,ITCA-FEPADE,Computer Engineering,Bachelor,4,4200,42.1,280,110,300,1.00
+Malaysia,Kuala Lumpur,University of Malaya,Computer Science,Master,2,8500,55.4,500,120,400,4.65
+Saudi Arabia,Riyadh,King Saud University,Data Science,PhD,4,5000,72.5,800,200,800,3.75
+USA,Boston,Harvard University,Artificial Intelligence,Master,2,58000,82.1,2200,160,1500,1.00
+UK,London,Imperial College,Computer Engineering,Master,2,42000,75.3,1800,485,800,0.79
+Spain,Madrid,Universidad Politecnica,Software Engineering,PhD,4,3500,71.4,1100,80,750,0.92
+Italy,Milan,Politecnico di Milano,Data Analytics,Master,2,4000,73.2,1200,120,700,0.92
+France,Paris,Sorbonne University,Computer Science,Master,2,4500,84.3,1800,99,850,0.92
+Malaysia,Penang,USM,Information Systems,Bachelor,3,7500,52.1,450,120,400,4.65
+Saudi Arabia,Jeddah,King Abdulaziz University,Data Engineering,Master,2,4800,70.2,750,200,800,3.75
+USA,Stanford,Stanford University,Computer Science,PhD,5,52000,84.3,2300,160,1500,1.00
+UK,Cambridge,University of Cambridge,Artificial Intelligence,PhD,4,45000,71.5,1600,485,800,0.79
+Spain,Barcelona,Universitat de Barcelona,Data Science,Master,2,3800,73.6,1000,80,750,0.92
+Italy,Rome,Sapienza University,Software Engineering,Bachelor,3,3500,71.2,1100,120,700,0.92
+France,Lyon,École Normale Supérieure,Computer Engineering,Master,2,4200,75.6,1200,99,850,0.92
+Malaysia,Johor Bahru,UTM,Data Analytics,PhD,4,8000,51.8,400,120,400,4.65
+Saudi Arabia,Dhahran,KFUPM,Computer Science,Master,2,4500,68.5,700,200,800,3.75
+USA,Berkeley,UC Berkeley,Data Science,Master,2,54000,83.2,2000,160,1500,1.00
+UK,Oxford,University of Oxford,Software Engineering,Master,2,40000,71.5,1400,485,800,0.79
+Spain,Valencia,Universidad de Valencia,Information Systems,PhD,4,3200,68.5,800,80,750,0.92
+Italy,Turin,Politecnico di Torino,Artificial Intelligence,Master,2,3800,69.8,900,120,700,0.92
+France,Toulouse,INSA Toulouse,Data Engineering,PhD,4,4300,72.1,1000,99,850,0.92
+Malaysia,Kuching,UNIMAS,Computer Science,Master,2,7000,49.5,380,120,400,4.65
+Saudi Arabia,Medina,Islamic University,Software Development,Bachelor,4,4200,65.4,650,200,800,3.75
+USA,MIT,Massachusetts,Robotics,PhD,5,56000,82.1,2100,160,1500,1.00
+UK,Edinburgh,University of Edinburgh,Data Science,Master,2,38000,67.8,1100,485,800,0.79
+Spain,Seville,Universidad de Sevilla,Computer Engineering,Master,2,3000,65.4,750,80,750,0.92
+Italy,Bologna,University of Bologna,Information Systems,PhD,4,3600,70.5,950,120,700,0.92
+France,Marseille,Aix-Marseille University,Artificial Intelligence,Master,2,4100,73.5,1100,99,850,0.92
+Malaysia,Cyberjaya,Multimedia University,Data Analytics,Bachelor,3,7800,53.2,450,120,400,4.65
+Saudi Arabia,Dammam,Imam Abdulrahman University,Computer Science,Master,2,4600,67.8,680,200,800,3.75
+USA,New York,Columbia University,Data Science,Master,2,62000,100,2500,160,1500,1.00
+UK,Manchester,University of Manchester,Software Engineering,PhD,4,35000,65.4,900,485,800,0.79
+Spain,Granada,Universidad de Granada,Computer Science,Bachelor,3,2800,64.5,700,80,750,0.92
+Italy,Florence,University of Florence,Data Engineering,Master,2,3500,71.2,1000,120,700,0.92
+France,Bordeaux,University of Bordeaux,Information Systems,PhD,4,4300,72.1,1000,99,850,0.92
+Malaysia,Bangi,UKM,Artificial Intelligence,Master,2,7200,51.5,420,120,400,4.65
+Saudi Arabia,Taif,Taif University,Software Development,Master,2,4400,64.5,600,200,800,3.75
+USA,Los Angeles,UCLA,Computer Engineering,PhD,5,52000,79.8,2200,160,1500,1.00
+UK,Bristol,University of Bristol,Data Analytics,Master,2,36000,68.9,1200,485,800,0.79
+Spain,Bilbao,University of the Basque Country,Information Technology,Master,2,3400,67.8,850,80,750,0.92
+Italy,Naples,University of Naples,Computer Science,Bachelor,3,3200,67.8,800,120,700,0.92
+France,Nice,University of Nice,Data Science,Master,2,4100,76.5,1300,99,850,0.92
+Malaysia,Melaka,UTeM,Software Engineering,PhD,4,7500,50.2,400,120,400,4.65
+Saudi Arabia,Tabuk,University of Tabuk,Computer Engineering,Bachelor,4,4100,63.2,580,200,800,3.75
+USA,Chicago,University of Chicago,Artificial Intelligence,Master,2,58000,84.1,1900,160,1500,1.00
+UK,Glasgow,University of Glasgow,Data Engineering,PhD,4,34000,64.5,950,485,800,0.79
+Spain,Salamanca,University of Salamanca,Information Systems,Master,2,3100,62.1,600,80,750,0.92
+Italy,Pisa,University of Pisa,Software Development,Master,2,3300,68.9,850,120,700,0.92
+France,Lille,University of Lille,Computer Science,Bachelor,3,4200,69.8,950,99,850,0.92
+Malaysia,Shah Alam,UiTM,Data Analytics,Master,2,7100,51.8,430,120,400,4.65
+Saudi Arabia,Makkah,Umm Al-Qura University,Information Technology,PhD,4,4300,65.8,650,200,800,3.75
+USA,San Francisco,Stanford University,Data Science,Master,2,55000,95.2,2400,160,1500,1.00
+UK,Leeds,University of Leeds,Computer Engineering,Master,2,35000,63.2,900,485,800,0.79
+Spain,Zaragoza,University of Zaragoza,Artificial Intelligence,PhD,4,2900,63.2,650,80,750,0.92
+Italy,Padua,University of Padua,Software Engineering,Master,2,3400,69.5,900,120,700,0.92
+France,Strasbourg,University of Strasbourg,Data Analytics,Master,2,4000,70.2,1000,99,850,0.92
+Malaysia,Nilai,USIM,Computer Science,Bachelor,3,6800,50.5,400,120,400,4.65
+Saudi Arabia,Al-Ahsa,King Faisal University,Information Systems,Master,2,4200,64.2,600,200,800,3.75
+USA,Seattle,University of Washington,Software Development,PhD,5,50000,77.8,2000,160,1500,1.00
+UK,Nottingham,University of Nottingham,Data Engineering,Master,2,34000,61.2,800,485,800,0.79

next/README.md

@@ -0,0 +1,36 @@
+This is a [Next.js](https://nextjs.org) project bootstrapped with [`create-next-app`](https://nextjs.org/docs/app/api-reference/cli/create-next-app).
+
+## Getting Started
+
+First, run the development server:
+
+```bash
+npm run dev
+# or
+yarn dev
+# or
+pnpm dev
+# or
+bun dev
+```
+
+Open [http://localhost:3000](http://localhost:3000) with your browser to see the result.
+
+You can start editing the page by modifying `app/page.tsx`. The page auto-updates as you edit the file.
+
+This project uses [`next/font`](https://nextjs.org/docs/app/building-your-application/optimizing/fonts) to automatically optimize and load [Geist](https://vercel.com/font), a new font family for Vercel.
+
+## Learn More
+
+To learn more about Next.js, take a look at the following resources:
+
+- [Next.js Documentation](https://nextjs.org/docs) - learn about Next.js features and API.
+- [Learn Next.js](https://nextjs.org/learn) - an interactive Next.js tutorial.
+
+You can check out [the Next.js GitHub repository](https://github.com/vercel/next.js) - your feedback and contributions are welcome!
+
+## Deploy on Vercel
+
+The easiest way to deploy your Next.js app is to use the [Vercel Platform](https://vercel.com/new?utm_medium=default-template&filter=next.js&utm_source=create-next-app&utm_campaign=create-next-app-readme) from the creators of Next.js.
+
+Check out our [Next.js deployment documentation](https://nextjs.org/docs/app/building-your-application/deploying) for more details.

next/components.json

@@ -0,0 +1,22 @@
+{
+  "$schema": "https://ui.shadcn.com/schema.json",
+  "style": "new-york",
+  "rsc": true,
+  "tsx": true,
+  "tailwind": {
+    "config": "",
+    "css": "src/app/globals.css",
+    "baseColor": "slate",
+    "cssVariables": true,
+    "prefix": ""
+  },
+  "iconLibrary": "lucide",
+  "aliases": {
+    "components": "@/components",
+    "utils": "@/lib/utils",
+    "ui": "@/components/ui",
+    "lib": "@/lib",
+    "hooks": "@/hooks"
+  },
+  "registries": {}
+}

next/eslint.config.mjs

@@ -0,0 +1,18 @@
+import { defineConfig, globalIgnores } from "eslint/config";
+import nextVitals from "eslint-config-next/core-web-vitals";
+import nextTs from "eslint-config-next/typescript";
+
+const eslintConfig = defineConfig([
+  ...nextVitals,
+  ...nextTs,
+  // Override default ignores of eslint-config-next.
+  globalIgnores([
+    // Default ignores of eslint-config-next:
+    ".next/**",
+    "out/**",
+    "build/**",
+    "next-env.d.ts",
+  ]),
+]);
+
+export default eslintConfig;

next/fetch_real_fees.py

@@ -0,0 +1,153 @@
+import time
+import json
+import re
+from groq import Groq
+from supabase import create_client, Client
+from ddgs import DDGS 
+
+# --- CONFIGURATION ---
+SUPABASE_URL = "https://uwxzvealdwdlbedhpway.supabase.co"
+
+# 👇 PASTE YOUR SUPABASE KEY HERE
+SUPABASE_KEY = "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJzdXBhYmFzZSIsInJlZiI6InV3eHp2ZWFsZHdkbGJlZGhwd2F5Iiwicm9sZSI6InNlcnZpY2Vfcm9sZSIsImlhdCI6MTc2NDI0ODM5MCwiZXhwIjoyMDc5ODI0MzkwfQ.TsE9cx1eMHTbQcHhynB4YUFP1UDj9htgrbuUQQk4sR4" 
+
+# 👇 PASTE YOUR GROQ API KEY HERE
+GROQ_API_KEY = "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" 
+
+# Initialize Clients
+supabase: Client = create_client(SUPABASE_URL, SUPABASE_KEY)
+groq_client = Groq(api_key=GROQ_API_KEY)
+
+def search_university_fee(uni_name, country):
+    """
+    Searches DuckDuckGo for the real fee structure.
+    """
+    clean_name = re.sub(r'\(.*?\)', '', uni_name).strip()
+    query = f"{clean_name} {country} tuition fees 2025 undergraduate local student"
+    print(f"   🔎 Searching: '{query}'...")
+    
+    try:
+        with DDGS() as ddgs:
+            # Pass query directly
+            results = list(ddgs.text(query, max_results=3))
+            
+            if results:
+                combined_text = " ".join([r['body'] for r in results])
+                return combined_text
+    except Exception as e:
+        print(f"   ⚠️ Search Warning: {e}")
+        time.sleep(5) 
+    
+    return None
+
+def extract_fee_from_text(search_text, uni_name, country):
+    """
+    Uses AI to analyze the search text and calculate the ANNUAL fee in USD.
+    """
+    prompt = f"""
+    Analyze this search result for '{uni_name}' in '{country}'.
+    
+    SEARCH SNIPPET:
+    "{search_text}"
+
+    TASK:
+    1. Find the Tuition Fee for a **LOCAL** undergraduate student.
+    2. **CRITICAL MATH:** - If the text says "Per Semester", **MULTIPLY BY 2** to get the Annual fee.
+       - If the text says "Per Annum" or "Yearly", use it as is.
+       - If the text says "Total Program Fee" (for 4 years), divide by 4.
+    3. Convert the final ANNUAL number to USD (integer only).
+    4. If it says "Free" (e.g. Germany), return 0.
+    5. If NO fee info is found, return null.
+
+    JSON FORMAT:
+    {{ "fee": 1500 }}
+    """
+
+    try:
+        completion = groq_client.chat.completions.create(
+            model="llama-3.1-8b-instant",
+            messages=[
+                {"role": "system", "content": "You are a data extractor. Output only JSON."},
+                {"role": "user", "content": prompt}
+            ],
+            temperature=0, 
+            response_format={"type": "json_object"}
+        )
+        data = json.loads(completion.choices[0].message.content)
+        return data.get("fee")
+    except:
+        return None
+
+def main():
+    print("🌍 Starting Global Fee Extraction (Safe Mode)...")
+    
+    # 👇 CHANGE THIS NUMBER TO RESUME IF STOPPED (e.g., last_processed_id = 450)
+    last_processed_id = 1449
+    
+    while True:
+        try:
+            # Fetch batch of 50 universities
+            response = supabase.table('universities') \
+                .select('id, university_name, country') \
+                .gt('id', last_processed_id) \
+                .order('id', desc=False) \
+                .limit(50) \
+                .execute()
+                
+            universities = response.data
+        except Exception as e:
+            print(f"❌ Database Error: {e}")
+            time.sleep(10)
+            continue
+
+        if not universities:
+            print("✅✅✅ ALL DONE! Entire database processed.")
+            break
+
+        print(f"\n🔄 Loading batch of {len(universities)} universities (Starting ID: {universities[0]['id']})...")
+
+        for uni in universities:
+            name = uni['university_name']
+            country = uni['country']
+            uni_id = uni['id']
+            
+            last_processed_id = uni_id 
+
+            # SKIP HEADER ROWS
+            if "university" in name.lower() and "name" in name.lower():
+                print(f"Skipping Header Row (ID {uni_id})")
+                continue
+            if name.lower() == "institution":
+                print(f"Skipping Header Row (ID {uni_id})")
+                continue
+
+            print(f"Processing ID {uni_id}: {name} ({country})...")
+
+            search_text = search_university_fee(name, country)
+            
+            if search_text:
+                real_fee = extract_fee_from_text(search_text, name, country)
+                
+                if real_fee is not None:
+                    # 👇 SMART CHECK: Only allow $0 for free-education countries
+                    # If AI says $0 for Pakistan or USA, we ignore it.
+                    allowed_free_countries = ["Germany", "Norway", "Finland", "Iceland", "Sweden", "Brazil"]
+                    
+                    if real_fee == 0 and country not in allowed_free_countries:
+                        print(f"   ⚠️ Ignoring $0 fee for {country} (likely AI error). Skipping update.")
+                    else:
+                        print(f"   💰 Found Annual Fee: ${real_fee} USD")
+                        try:
+                            supabase.table('universities').update({"avg_tuition_usd": real_fee}).eq('id', uni_id).execute()
+                        except:
+                            print("   ❌ Save failed")
+                else:
+                    print("   ⚠️ Text found, but AI couldn't find a clear fee.")
+            else:
+                print("   ⚠️ Search returned nothing.")
+            
+            # Sleep 3 seconds to avoid blocking
+            time.sleep(3) 
+
+if __name__ == "__main__":
+    main()

next/fill_database.py

@@ -0,0 +1,104 @@
+import os
+import time
+import json
+from groq import Groq
+from supabase import create_client, Client
+
+# --- CONFIGURATION ---
+SUPABASE_URL = "https://uwxzvealdwdlbedhpway.supabase.co"
+
+SUPABASE_KEY = "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJzdXBhYmFzZSIsInJlZiI6InV3eHp2ZWFsZHdkbGJlZGhwd2F5Iiwicm9sZSI6InNlcnZpY2Vfcm9sZSIsImlhdCI6MTc2NDI0ODM5MCwiZXhwIjoyMDc5ODI0MzkwfQ.TsE9cx1eMHTbQcHhynB4YUFP1UDj9htgrbuUQQk4sR4" 
+
+GROQ_API_KEY = "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" 
+
+# Initialize Clients
+supabase: Client = create_client(SUPABASE_URL, SUPABASE_KEY)
+groq_client = Groq(api_key=GROQ_API_KEY)
+
+def generate_university_data(uni_name, country):
+    prompt = f"""
+    I have a university named '{uni_name}' located in '{country}'.
+    
+    1. Write a professional 2-sentence description for it. 
+       (Focus on its reputation, history, or academic strengths).
+    2. List 5 to 8 specific degree programs it likely offers.
+    
+    Return ONLY raw JSON with no extra text or markdown formatting:
+    {{
+        "description": "The description string here.",
+        "programs": ["Program 1", "Program 2", "Program 3"]
+    }}
+    """
+    
+    try:
+        completion = groq_client.chat.completions.create(
+            model="llama-3.1-8b-instant",
+            messages=[
+                {"role": "system", "content": "You are a helpful database assistant that outputs only JSON."},
+                {"role": "user", "content": prompt}
+            ],
+            temperature=0.5,
+            response_format={"type": "json_object"} # Ensures valid JSON
+        )
+        
+        return json.loads(completion.choices[0].message.content)
+
+    except Exception as e:
+        print(f"⚠️ AI Generation Error for {uni_name}: {e}")
+        return None
+
+def main():
+    print("🚀 Starting AI Database Filler (Groq Powered)...")
+    
+    # Fetch universities with no description
+    try:
+        # Fetch 50 at a time
+        response = supabase.table('universities').select('id, university_name, country').is_('description', 'null').limit(50).execute()
+        universities = response.data
+    except Exception as e:
+        print(f"❌ Failed to fetch initial list: {e}")
+        return
+
+    if not universities:
+        print("✅ All universities are already filled!")
+        return
+
+    print(f"Found {len(universities)} universities to update in this batch...")
+
+    count = 0
+    for uni in universities:
+        uni_id = uni['id']
+        name = uni['university_name']
+        country = uni['country']
+
+        print(f"🤖 Processing: {name} ({country})...")
+        
+        # 1. Generate Data with Groq
+        ai_data = generate_university_data(name, country)
+        
+        if ai_data:
+            # 2. Update Supabase
+            attempts = 0
+            while attempts < 3:
+                try:
+                    data_to_update = {
+                        "description": ai_data['description'],
+                        "offered_programs": ai_data['programs']
+                    }
+                    supabase.table('universities').update(data_to_update).eq('id', uni_id).execute()
+                    print(f"   ✅ Updated!")
+                    count += 1
+                    break 
+                except Exception as e:
+                    attempts += 1
+                    print(f"   ⚠️ Connection dropped. Retrying ({attempts}/3)...")
+                    time.sleep(5)
+            
+            # Groq is fast, but let's keep a tiny sleep to be safe
+            time.sleep(1) 
+
+    print(f"\n🎉 Batch finished! Updated {count} universities.")
+    print("Run the script again to process the next batch.")
+
+if __name__ == "__main__":
+    main()

next/fill_tuition.py

@@ -0,0 +1,117 @@
+import os
+import time
+import json
+from groq import Groq
+from supabase import create_client, Client
+
+# --- CONFIGURATION ---
+SUPABASE_URL = "https://uwxzvealdwdlbedhpway.supabase.co"
+
+SUPABASE_KEY = "eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJzdXBhYmFzZSIsInJlZiI6InV3eHp2ZWFsZHdkbGJlZGhwd2F5Iiwicm9sZSI6InNlcnZpY2Vfcm9sZSIsImlhdCI6MTc2NDI0ODM5MCwiZXhwIjoyMDc5ODI0MzkwfQ.TsE9cx1eMHTbQcHhynB4YUFP1UDj9htgrbuUQQk4sR4" 
+
+GROQ_API_KEY = "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" 
+
+# Initialize Clients
+supabase: Client = create_client(SUPABASE_URL, SUPABASE_KEY)
+groq_client = Groq(api_key=GROQ_API_KEY)
+
+def get_monthly_living_cost(uni_name, country):
+    prompt = f"""
+    Estimate the average MONTHLY living cost (Rent + Food + Transport + Utilities) 
+    for a single university student at '{uni_name}' in '{country}'.
+    
+    RULES:
+    1. Output MUST be in USD.
+    2. IGNORE global averages. Use LOCAL purchasing power context.
+    3. REALISTIC EXAMPLES:
+       - Pakistan/India/Bangladesh: $200 - $450 USD.
+       - Thailand/Vietnam: $350 - $600 USD.
+       - Germany/France: $800 - $1400 USD.
+       - USA/UK/Australia: $1200 - $2500 USD.
+    4. Return ONLY a single integer.
+
+    Return ONLY raw JSON:
+    {{
+        "cost": 350
+    }}
+    """
+    
+    max_retries = 3
+    for attempt in range(max_retries):
+        try:
+            completion = groq_client.chat.completions.create(
+                model="llama-3.1-8b-instant",
+                messages=[
+                    {"role": "system", "content": "You are an expert on local economic data. Output only JSON."},
+                    {"role": "user", "content": prompt}
+                ],
+                temperature=0.1, 
+                response_format={"type": "json_object"},
+                timeout=10
+            )
+            
+            data = json.loads(completion.choices[0].message.content)
+            return data.get("cost")
+
+        except Exception as e:
+            print(f"   ⚠️ AI Glitch (Attempt {attempt+1}/{max_retries}): {e}")
+            time.sleep(2)
+            
+    return None
+
+def main():
+    print("💰 Starting Living Cost Filler (Infinite Loop)...")
+    
+    while True: 
+        # 1. Fetch batch of 50 universities where 'avg_living_usd' is NULL
+        try:
+            response = supabase.table('universities') \
+                .select('id, university_name, country') \
+                .is_('avg_living_usd', 'null') \
+                .limit(50) \
+                .execute()
+            universities = response.data
+        except Exception as e:
+            print(f"❌ Database Error: {e}")
+            time.sleep(10)
+            continue
+
+        # 2. Stop if everything is done
+        if not universities:
+            print("\n✅✅✅ ALL DONE! Every university has living costs updated!")
+            break 
+
+        print(f"\n🔄 Loading batch of {len(universities)} universities...")
+
+        # 3. Process Batch
+        count = 0
+        for uni in universities:
+            uni_id = uni['id']
+            name = uni['university_name']
+            country = uni['country']
+
+            print(f"🤖 Processing: {name} ({country})...")
+            
+            cost = get_monthly_living_cost(name, country)
+            
+            if cost:
+                attempts = 0
+                while attempts < 3:
+                    try:
+                        # 👇 UPDATING 'avg_living_usd' COLUMN
+                        supabase.table('universities').update({"avg_living_usd": cost}).eq('id', uni_id).execute()
+                        print(f"   ✅ Updated: ${cost}/month")
+                        count += 1
+                        break 
+                    except Exception as e:
+                        attempts += 1
+                        print(f"   ⚠️ Save failed. Retrying ({attempts}/3)...")
+                        time.sleep(5)
+                
+                time.sleep(0.5) 
+
+        print(f"✨ Batch complete! Updated {count} universities. Grabbing next batch...")
+        time.sleep(1)
+
+if __name__ == "__main__":
+    main()

next/global.d.ts

@@ -0,0 +1 @@
+declare module 'csv-parser';

next/merge_data.py

@@ -0,0 +1,199 @@
+import pandas as pd
+import requests
+from fuzzywuzzy import process, fuzz
+import io
+
+# ==========================================
+# CONFIGURATION
+# ==========================================
+QS_FILE = "QS World University Rankings 2025.csv"
+COST_FILE = "International_Education_Costs.csv"
+OUTPUT_FILE = "Edupath_Final_Database.csv"
+
+# Stronger headers to try and bypass the 403 error
+HEADERS = {
+    "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/115.0.0.0 Safari/537.36",
+    "Accept": "text/html,application/xhtml+xml,application/xml;q=0.9,image/avif,image/webp,*/*;q=0.8",
+    "Accept-Language": "en-US,en;q=0.5"
+}
+
+print("🚀 Starting the Edupath AI Data Merge (Final Fix)...")
+
+# ==========================================
+# STEP 1: SCRAPE CANADIAN FEES (With Backup)
+# ==========================================
+print("\n[1/4] Attempting to scrape Universities Canada...")
+df_can = pd.DataFrame(columns=['university_name', 'canada_grad_fee_cad'])
+
+try:
+    url = "https://univcan.ca/about-universities-canada/facts-and-stats/tuition-fees-by-university/"
+    response = requests.get(url, headers=HEADERS, timeout=10)
+    
+    if response.status_code == 200:
+        tables = pd.read_html(io.StringIO(response.text), header=0)
+        temp_df = tables[0]
+        
+        # Clean columns
+        if 'Graduate Foreign' in temp_df.columns:
+            df_can = temp_df[['University', 'Graduate Foreign']].copy()
+            df_can.columns = ['university_name', 'canada_grad_fee_cad']
+            
+            # Clean money values
+            def clean_cad(val):
+                if pd.isna(val) or '-' in str(val): return None
+                try: return float(str(val).replace('$', '').replace(',', '').strip())
+                except: return None
+                
+            df_can['canada_grad_fee_cad'] = df_can['canada_grad_fee_cad'].apply(clean_cad)
+            print(f"   ✅ Success! Scraped fees for {len(df_can)} Canadian universities.")
+        else:
+            print("   ⚠️ Scraper warning: Table structure changed. Skipping Canada specific fees.")
+    else:
+        print(f"   ⚠️ Website blocked automation (Status {response.status_code}). Skipping Canada specific fees.")
+
+except Exception as e:
+    print(f"   ⚠️ Scraper failed ({e}). Proceeding without new Canadian data.")
+
+# ==========================================
+# STEP 2: PREPARE THE COST DATASET (Robust)
+# ==========================================
+print(f"\n[2/4] Processing '{COST_FILE}'...")
+try:
+    df_cost = pd.read_csv(COST_FILE)
+    
+    # 1. Clean Column Names (Strip spaces)
+    df_cost.columns = df_cost.columns.str.strip()
+    print(f"   ℹ️  Columns found: {df_cost.columns.tolist()}")
+
+    # 2. INTELLIGENT COLUMN FINDER
+    # This finds the correct column names even if they are spelled slightly differently
+    def find_col(keywords, columns):
+        for col in columns:
+            if any(k.lower() in col.lower() for k in keywords):
+                return col
+        return None
+
+    col_tuition = find_col(['Tuition', 'Tuition_US', 'Tuition_USD'], df_cost.columns)
+    col_rent = find_col(['Rent', 'Rent_USD'], df_cost.columns)
+    col_living = find_col(['Living', 'Living_Cos', 'Living_Cost'], df_cost.columns)
+
+    if not col_tuition:
+        print("   ❌ Error: Could not find a 'Tuition' column. Check your CSV.")
+        exit()
+
+    print(f"   ℹ️  Mapping: Tuition='{col_tuition}', Rent='{col_rent}', Living='{col_living}'")
+
+    # 3. Process Data
+    # Convert to numbers (force non-numbers to become NaN)
+    df_cost[col_tuition] = pd.to_numeric(df_cost[col_tuition], errors='coerce')
+    
+    if col_rent: df_cost[col_rent] = pd.to_numeric(df_cost[col_rent], errors='coerce')
+    else: df_cost['Rent_Fake'] = 0 # Placeholder if missing
+    
+    if col_living: df_cost[col_living] = pd.to_numeric(df_cost[col_living], errors='coerce')
+    else: df_cost['Living_Fake'] = 0
+
+    # Group duplicates
+    agg_dict = {
+        col_tuition: 'mean',
+        'City': 'first',
+        'Country': 'first'
+    }
+    if col_rent: agg_dict[col_rent] = 'mean'
+    if col_living: agg_dict[col_living] = 'mean'
+
+    df_cost_grouped = df_cost.groupby('University').agg(agg_dict).reset_index()
+    
+    # Rename columns for the merge step
+    rename_map = {col_tuition: 'Tuition_US'}
+    if col_rent: rename_map[col_rent] = 'Rent_USD'
+    if col_living: rename_map[col_living] = 'Living_Cos'
+    
+    df_cost_grouped.rename(columns=rename_map, inplace=True)
+    
+    # Ensure all expected columns exist even if original file was missing them
+    if 'Rent_USD' not in df_cost_grouped.columns: df_cost_grouped['Rent_USD'] = None
+    if 'Living_Cos' not in df_cost_grouped.columns: df_cost_grouped['Living_Cos'] = None
+
+    print(f"   ✅ Loaded cost data for {len(df_cost_grouped)} universities.")
+
+except Exception as e:
+    print(f"   ❌ Critical Error processing cost file: {e}")
+    exit()
+
+# ==========================================
+# STEP 3: MERGE WITH QS
+# ==========================================
+print("\n[3/4] Merging with QS Rankings...")
+try:
+    df_qs = pd.read_csv(QS_FILE, encoding='latin1')
+    
+    # Find name column
+    qs_name_col = [c for c in df_qs.columns if 'institution' in c.lower() or 'university' in c.lower()][0]
+    
+    # Init columns
+    df_qs['avg_tuition_usd'] = None
+    df_qs['avg_rent_usd'] = None
+    df_qs['avg_living_usd'] = None
+    df_qs['canada_fee_cad'] = None
+    df_qs['source'] = 'QS Ranked'
+
+    cost_names = df_cost_grouped['University'].tolist()
+    can_names = df_can['university_name'].tolist() if not df_can.empty else []
+    
+    matches = 0
+    
+    for index, row in df_qs.iterrows():
+        qs_name = str(row[qs_name_col])
+        
+        # Match Cost
+        match, score = process.extractOne(qs_name, cost_names, scorer=fuzz.token_sort_ratio)
+        if score > 85:
+            data = df_cost_grouped[df_cost_grouped['University'] == match].iloc[0]
+            df_qs.at[index, 'avg_tuition_usd'] = data['Tuition_US']
+            df_qs.at[index, 'avg_rent_usd'] = data['Rent_USD']
+            df_qs.at[index, 'avg_living_usd'] = data['Living_Cos']
+            matches += 1
+
+        # Match Canada (only if we have data)
+        if not df_can.empty and 'Canada' in str(row):
+             m_can, s_can = process.extractOne(qs_name, can_names, scorer=fuzz.token_set_ratio)
+             if s_can > 90:
+                 fee = df_can[df_can['university_name'] == m_can]['canada_grad_fee_cad'].values[0]
+                 df_qs.at[index, 'canada_fee_cad'] = fee
+
+    print(f"   ✅ Attached data to {matches} QS universities.")
+
+    # Add Unranked
+    print("   Adding extra universities...")
+    qs_names_existing = df_qs[qs_name_col].astype(str).tolist()
+    new_rows = []
+    
+    for index, row in df_cost_grouped.iterrows():
+        cost_name = row['University']
+        match, score = process.extractOne(cost_name, qs_names_existing, scorer=fuzz.token_sort_ratio)
+        
+        if score < 85:
+            new_rows.append({
+                qs_name_col: cost_name,
+                'avg_tuition_usd': row['Tuition_US'],
+                'avg_rent_usd': row['Rent_USD'],
+                'avg_living_usd': row['Living_Cos'],
+                'source': 'Cost Database (Unranked)'
+            })
+            
+    if new_rows:
+        df_final = pd.concat([df_qs, pd.DataFrame(new_rows)], ignore_index=True)
+        print(f"   ✅ Added {len(new_rows)} new universities.")
+    else:
+        df_final = df_qs
+
+    # STEP 4: SAVE
+    df_final.to_csv(OUTPUT_FILE, index=False)
+    print("\n" + "="*50)
+    print(f"🎉 SUCCESS! Database saved as: {OUTPUT_FILE}")
+    print(f"Total Universities: {len(df_final)}")
+    print("="*50)
+
+except Exception as e:
+    print(f"❌ Error during merge: {e}")

next/next.config.ts

@@ -0,0 +1,8 @@
+import type { NextConfig } from "next";
+
+const nextConfig: NextConfig = {
+  /* config options here */
+  reactCompiler: true,
+};
+
+export default nextConfig;

next/package.json

@@ -0,0 +1,52 @@
+{
+  "name": "next",
+  "version": "0.1.0",
+  "private": true,
+  "scripts": {
+    "dev": "next dev",
+    "build": "next build",
+    "start": "next start",
+    "lint": "eslint"
+  },
+  "dependencies": {
+    "@hookform/resolvers": "^5.2.2",
+    "@prisma/client": "^5.22.0",
+    "@radix-ui/react-avatar": "^1.1.11",
+    "@radix-ui/react-dialog": "^1.1.15",
+    "@radix-ui/react-label": "^2.1.8",
+    "@radix-ui/react-separator": "^1.1.8",
+    "@radix-ui/react-slot": "^1.2.4",
+    "@radix-ui/react-tooltip": "^1.2.8",
+    "@supabase/ssr": "^0.8.0",
+    "@supabase/supabase-js": "^2.89.0",
+    "class-variance-authority": "^0.7.1",
+    "clsx": "^2.1.1",
+    "csv-parser": "^3.2.0",
+    "dotenv": "^17.2.3",
+    "groq-sdk": "^0.37.0",
+    "lucide-react": "^0.559.0",
+    "next": "^16.0.8",
+    "next-themes": "^0.4.6",
+    "react": "19.2.0",
+    "react-dom": "19.2.0",
+    "react-hook-form": "^7.68.0",
+    "sonner": "^2.0.7",
+    "tailwind-merge": "^3.4.0",
+    "zod": "^4.1.13"
+  },
+  "devDependencies": {
+    "@tailwindcss/postcss": "^4",
+    "@types/node": "^20",
+    "@types/react": "^19",
+    "@types/react-dom": "^19",
+    "babel-plugin-react-compiler": "1.0.0",
+    "baseline-browser-mapping": "^2.9.19",
+    "dotenv-cli": "^11.0.0",
+    "eslint": "^9",
+    "eslint-config-next": "16.0.5",
+    "prisma": "^5.22.0",
+    "tailwindcss": "^4",
+    "tw-animate-css": "^1.4.0",
+    "typescript": "^5"
+  }
+}

next/postcss.config.mjs

@@ -0,0 +1,7 @@
+const config = {
+  plugins: {
+    "@tailwindcss/postcss": {},
+  },
+};
+
+export default config;

next/prisma/schema.prisma

@@ -0,0 +1,120 @@
+generator client {
+  provider = "prisma-client-js"
+}
+datasource db {
+  provider  = "postgresql"
+  url       = env("DATABASE_URL")
+  directUrl = env("DIRECT_URL")
+}
+
+enum Role {
+  STUDENT
+  ADMIN
+}
+
+enum RoadmapStatus {
+  ACTIVE
+  COMPLETED
+  ARCHIVED
+}
+
+model User {
+  id            String    @id @default(uuid())
+  email         String    @unique
+  password      String    @unique
+  name          String?
+  role          Role      @default(STUDENT)
+  createdAt     DateTime  @default(now())
+  updatedAt     DateTime  @updatedAt
+
+  quizResults   QuizResult[]
+  roadmaps      Roadmap[]
+}
+
+model QuizResult {
+  id              String       @id @default(uuid())
+  userId          String
+  user            User         @relation(fields: [userId], references: [id], onDelete: Cascade)
+  
+  confidenceScore Float
+  
+  profileVector   Json         
+  
+  createdAt       DateTime     @default(now())
+
+  // This relates to your other table "QuizAnswer"
+  answers         QuizAnswer[] 
+}
+
+model Question {
+  id            String   @id @default(uuid())
+  text          String   // The question text itself
+  
+  // Stores options if it's multiple choice (e.g., ["A", "B", "C", "D"])
+  options       Json?    
+  
+  // THE KEY: Stores the correct answer (e.g., "A" or "True")
+  // If it's a personality question with no "right" answer, leave this empty (null).
+  correctAnswer String?  
+  
+  category      String   // e.g., "Logical Reasoning" or "Creative Thinking"
+
+  // Relation: One question has many answers (from different students)
+  userAnswers   QuizAnswer[]
+}
+
+model QuizAnswer {
+  id            String     @id @default(uuid())
+    quizResultId  String
+  quizResult    QuizResult @relation(fields: [quizResultId], references: [id], onDelete: Cascade)
+    questionId    String
+  question      Question   @relation(fields: [questionId], references: [id])
+  isCorrect     Boolean?   
+}
+
+model CareerCluster {
+  id          String   @id @default(uuid())
+  name        String   @unique
+  description String
+  avgSalary   String?
+  
+  universities    University[] 
+  marketTrends    MarketTrend[]
+  roadmaps        Roadmap[]
+}
+
+model University {
+  id                String   @id @default(uuid())
+  name              String
+  location          String
+  website           String?
+  
+  admissionCriteria String   @db.Text 
+  feeStructure      Int?
+  
+  offeredCareers    CareerCluster[] 
+}
+
+model MarketTrend {
+  id              String        @id @default(uuid())
+  careerClusterId String
+  careerCluster   CareerCluster @relation(fields: [careerClusterId], references: [id])
+  
+  localDemand     String     
+  globalDemand    String
+  growthPercentage Float?      
+  lastUpdated     DateTime      @default(now())
+}
+
+model Roadmap {
+  id              String        @id @default(uuid())
+  userId          String
+  user            User          @relation(fields: [userId], references: [id], onDelete: Cascade)
+  careerClusterId String
+  careerCluster   CareerCluster @relation(fields: [careerClusterId], references: [id])
+  content         Json          
+  progress        Int           @default(0)
+  status          RoadmapStatus @default(ACTIVE)
+  createdAt       DateTime      @default(now())
+  updatedAt       DateTime      @updatedAt
+}

next/scripts/import_universities.ts

@@ -0,0 +1,71 @@
+import * as dotenv from 'dotenv';
+import * as path from 'path';
+import * as fs from 'fs';
+import csv from 'csv-parser';
+import { PrismaClient } from '@prisma/client';
+
+// 1. Force load the .env file
+dotenv.config({ path: path.resolve(process.cwd(), '.env') });
+
+const prisma = new PrismaClient();
+
+async function main() {
+  const results: any[] = [];
+
+  console.log("🚀 Step 1: Importing Global Universities...");
+
+  // 2. Read the CSV file
+  await new Promise((resolve, reject) => {
+    fs.createReadStream(path.resolve(process.cwd(), 'university_data.csv'))
+      .pipe(csv())
+      .on('data', (data: any) => results.push(data))
+      .on('end', resolve)
+      .on('error', reject);
+  });
+
+  console.log(`📦 Found ${results.length} rows. Processing...`);
+
+  let successCount = 0;
+
+  // 3. Loop through rows and insert them safely
+  for (const row of results) {
+    // Try to find the name using common header names
+    const name = row.Name || row.University || row.institution || row.name;
+    
+    // Try to find the location using common header names
+    // If missing, fallback to "Unknown Location" so it doesn't crash
+    const location = row.Location || row.Country || row.Region || row.location || "Unknown Location";
+
+    // Skip rows that have no name (usually empty lines at the end of file)
+    if (!name) {
+      continue;
+    }
+
+    try {
+      // Create the university
+      await prisma.university.create({
+        data: {
+          name: name.trim(),
+          location: location.trim(),
+          // Add default values for other fields if they exist in your schema
+          admissionCriteria: "General admission requirements apply.", 
+        },
+      });
+      successCount++;
+    } catch (error) {
+      // If a duplicate or error occurs, just log it and keep going
+      console.log(`⚠️ Skipped "${name}": Already exists or invalid.`);
+    }
+  }
+
+  console.log(`✅ Done! Successfully imported ${successCount} universities.`);
+}
+
+main()
+  .catch((e) => {
+    console.error(e);
+    process.exit(1);
+  })
+  .finally(async () => {
+    await prisma.$disconnect();
+  });

next/scripts/upsert_us_fees.ts

@@ -0,0 +1,86 @@
+import * as dotenv from 'dotenv';
+import * as path from 'path';
+import * as fs from 'fs';
+import csv from 'csv-parser';
+import { PrismaClient } from '@prisma/client';
+
+dotenv.config({ path: path.resolve(process.cwd(), '.env') });
+
+const prisma = new PrismaClient();
+
+async function main() {
+  const rows: any[] = [];
+
+  console.log("📖 Reading US Fees CSV...");
+  
+  await new Promise((resolve, reject) => {
+    fs.createReadStream(path.resolve(process.cwd(), 'us_fees.csv'))
+      .pipe(csv())
+      .on('data', (data: any) => rows.push(data))
+      .on('end', resolve)
+      .on('error', reject);
+  });
+
+  console.log(`🔍 Found ${rows.length} rows. Starting Smart Import (Update or Create)...`);
+
+  let updatedCount = 0;
+  let createdCount = 0;
+
+  for (const row of rows) {
+    const csvName = row.name; 
+    const feeString = row.fee_usd;
+
+    if (!csvName || !feeString) continue;
+
+    // Clean the fee (remove '$' and ',')
+    const cleanFee = parseFloat(feeString.toString().replace(/[^0-9.]/g, ''));
+    if (isNaN(cleanFee)) continue;
+    
+    const finalFee = Math.floor(cleanFee);
+
+    // 1. Try to find it
+    const existingUni = await prisma.university.findFirst({
+      where: {
+        name: { contains: csvName.trim(), mode: 'insensitive' },
+      },
+    });
+
+    if (existingUni) {
+      // OPTION A: UPDATE existing
+      await prisma.university.update({
+        where: { id: existingUni.id },
+        data: { feeStructure: finalFee },
+      });
+      updatedCount++;
+    } else {
+      // OPTION B: CREATE new
+      // We assume it's United States because of the filename
+      await prisma.university.create({
+        data: {
+            name: csvName.trim(),
+            location: "United States", 
+            feeStructure: finalFee,
+            admissionCriteria: "Contact institution for details."
+        }
+      });
+      createdCount++;
+    }
+    
+    const total = updatedCount + createdCount;
+    if (total % 10 === 0) console.log(`   Processed ${total} universities...`);
+  }
+
+  console.log(`✅ DONE!`);
+  console.log(`   - Updated: ${updatedCount}`);
+  console.log(`   - Created: ${createdCount}`);
+  console.log(`   - Total Fees Added: ${updatedCount + createdCount}`);
+}
+
+main()
+  .catch((e) => {
+    console.error(e);
+    process.exit(1);
+  })
+  .finally(async () => {
+    await prisma.$disconnect();
+  });

next/src/app/about-us/page.tsx

@@ -0,0 +1,186 @@
+import { Navbar } from "@/components/navbar"
+import { Footer } from "@/components/footer"
+import { Card, CardContent } from "@/components/ui/card"
+import { Target, Eye, Award, Users2 } from "lucide-react"
+
+export default function AboutPage() {
+  return (
+    <div className="min-h-screen flex flex-col">
+      <Navbar />
+
+      <main className="flex-1">
+        {/* Hero Section */}
+        <section className="py-20 md:py-32 bg-linear-to-b from-secondary/50 to-background">
+          <div className="container mx-auto px-4 sm:px-6 lg:px-8">
+            <div className="max-w-3xl mx-auto text-center space-y-6">
+              <h1 className="text-4xl md:text-5xl font-bold text-balance">
+                {"About "}
+                <span className="text-primary">Edu Path AI</span>
+              </h1>
+              <p className="text-lg md:text-xl text-muted-foreground leading-relaxed">
+                We're on a mission to revolutionize career guidance through intelligent interest assessment and
+                personalized university recommendations.
+              </p>
+            </div>
+          </div>
+        </section>
+
+        {/* Story Section */}
+        <section className="py-20">
+          <div className="container mx-auto px-4 sm:px-6 lg:px-8">
+            <div className="max-w-4xl mx-auto space-y-8">
+              <div className="space-y-4">
+                <h2 className="text-3xl font-bold">Our Story</h2>
+                <p className="text-muted-foreground leading-relaxed">
+                  Edu Path AI was born from a critical observation: too many students struggle to select their professional
+                  careers due to a lack of proper research or guidance. We saw talented individuals drifting into fields solely
+                  because of parental pressure or limited information, leading to dissatisfaction and wasted potential.
+                </p>
+                <p className="text-muted-foreground leading-relaxed">
+                  In 2025, our team of Software Engineering students at Lahore Garrison University set out to change this. 
+                  We realized that existing platforms were fragmented—some offered university lists, others offered 
+                  career tests, but none combined them effectively. We wanted to build a centralized platform that
+                  not only identifies a student's true interests but also maps out the exact path to achieve them.
+                </p>
+                <p className="text-muted-foreground leading-relaxed">
+                  Today, Edu Path AI serves as a comprehensive recommendation engine. By leveraging Artificial Intelligence
+                  and Psychometric Testing, we help students discover their passion, find the right university, and generate
+                  a 4-year roadmap for success, contributing directly to Quality Education (SDG 4).
+                </p>
+              </div>
+            </div>
+          </div>
+        </section>
+
+        {/* Mission & Vision */}
+        <section className="py-20 bg-card">
+          <div className="container mx-auto px-4 sm:px-6 lg:px-8">
+            <div className="grid grid-cols-1 md:grid-cols-2 gap-8 max-w-5xl mx-auto">
+              <Card className="border-2">
+                <CardContent className="pt-6 space-y-4">
+                  <div className="h-12 w-12 rounded-lg bg-primary/10 flex items-center justify-center">
+                    <Target className="h-6 w-6 text-primary" />
+                  </div>
+                  <h3 className="text-2xl font-bold">Our Mission</h3>
+                  <p className="text-muted-foreground leading-relaxed">
+                    To eliminate the risk of students choosing fields under pressure by providing scientific, 
+                    AI-driven guidance. We aim to empower every student to make data-driven decisions about their 
+                    future, ensuring they pursue careers where they can truly make a difference.
+                  </p>
+                </CardContent>
+              </Card>
+
+              <Card className="border-2">
+                <CardContent className="pt-6 space-y-4">
+                  <div className="h-12 w-12 rounded-lg bg-primary/10 flex items-center justify-center">
+                    <Eye className="h-6 w-6 text-primary" />
+                  </div>
+                  <h3 className="text-2xl font-bold">Our Vision</h3>
+                  <p className="text-muted-foreground leading-relaxed">
+                    A world where every student has access to personalized career counseling. We envision a future
+                    where choosing a university is no longer a gamble, but a calculated step towards economic 
+                    development and industry innovation (SDG 9).
+                  </p>
+                </CardContent>
+              </Card>
+            </div>
+          </div>
+        </section>
+
+        {/* Values Section */}
+        <section className="py-20">
+          <div className="container mx-auto px-4 sm:px-6 lg:px-8">
+            <div className="max-w-4xl mx-auto space-y-12">
+              <div className="text-center space-y-4">
+                <h2 className="text-3xl font-bold">Our Values</h2>
+                <p className="text-muted-foreground leading-relaxed">
+                  The principles that guide everything we do at Edu Path AI.
+                </p>
+              </div>
+
+              <div className="grid grid-cols-1 md:grid-cols-3 gap-8">
+                <div className="space-y-3 text-center">
+                  <div className="h-16 w-16 rounded-lg bg-primary/10 flex items-center justify-center mx-auto">
+                    <Award className="h-8 w-8 text-primary" />
+                  </div>
+                  <h3 className="text-xl font-semibold">Accuracy</h3>
+                  <p className="text-sm text-muted-foreground leading-relaxed">
+                    We prioritize high-quality datasets and reliable AI models to ensure our recommendations 
+                    genuinely reflect a student's potential.
+                  </p>
+                </div>
+
+                <div className="space-y-3 text-center">
+                  <div className="h-16 w-16 rounded-lg bg-primary/10 flex items-center justify-center mx-auto">
+                    <Users2 className="h-8 w-8 text-primary" />
+                  </div>
+                  <h3 className="text-xl font-semibold">Student-Centric</h3>
+                  <p className="text-sm text-muted-foreground leading-relaxed">
+                    Our primary focus is the student. We design intuitive interfaces and clear guidance 
+                    to help those with limited technical expertise navigate their future.
+                  </p>
+                </div>
+
+                <div className="space-y-3 text-center">
+                  <div className="h-16 w-16 rounded-lg bg-primary/10 flex items-center justify-center mx-auto">
+                    <Target className="h-8 w-8 text-primary" />
+                  </div>
+                  <h3 className="text-xl font-semibold">Transparency</h3>
+                  <p className="text-sm text-muted-foreground leading-relaxed">
+                    We believe in providing all information—from fee structures to market trends—on a 
+                    single platform, removing the confusion of scattered data.
+                  </p>
+                </div>
+              </div>
+            </div>
+          </div>
+        </section>
+
+        {/* Platform Overview */}
+        <section className="py-20 bg-linear-to-b from-background to-secondary/50">
+          <div className="container mx-auto px-4 sm:px-6 lg:px-8">
+            <div className="max-w-4xl mx-auto space-y-8">
+              <div className="text-center space-y-4">
+                <h2 className="text-3xl font-bold">The Platform</h2>
+                <p className="text-muted-foreground leading-relaxed">
+                  A comprehensive solution designed for students and educators.
+                </p>
+              </div>
+
+              <div className="space-y-6">
+                <div className="space-y-2">
+                  <h3 className="text-xl font-semibold">AI Interest Discovery</h3>
+                  <p className="text-muted-foreground leading-relaxed">
+                    Our core feature uses advanced psychometric testing and Machine Learning to create a unique
+                    profile vector for every student. By assessing over 30 data points, we identify hidden 
+                    talents and match them with the most compatible career clusters and degree programs.
+                  </p>
+                </div>
+
+                <div className="space-y-2">
+                  <h3 className="text-xl font-semibold">Integrated University Data</h3>
+                  <p className="text-muted-foreground leading-relaxed">
+                    Say goodbye to browsing hundreds of university websites. Our database integrates admission criteria,
+                    fee structures, and course outlines in one place. Students can compare universities side-by-side
+                    and filter by location or cost to find their perfect match.
+                  </p>
+                </div>
+
+                <div className="space-y-2">
+                  <h3 className="text-xl font-semibold">4-Year Career Roadmap</h3>
+                  <p className="text-muted-foreground leading-relaxed">
+                    We don't just point you to a degree; we show you how to succeed in it. Our system generates
+                    a year-by-year roadmap suggesting major subjects, necessary skills, certifications, and 
+                    internship windows, ensuring you stay ahead in the competitive job market.
+                  </p>
+                </div>
+              </div>
+            </div>
+          </div>
+        </section>
+      </main>
+
+      <Footer />
+    </div>
+  )
+}

next/src/app/api/auth/login/route.ts

@@ -0,0 +1,34 @@
+import { createClient } from "@/utils/supabase/server"
+import { NextResponse } from "next/server"
+import { loginSchema } from "@/lib/validations/login"
+import { createSupabaseAdminClient } from "@/utils/supabase"
+
+export async function POST(request: Request) {
+  try {
+    const body = await request.json()
+    const result = loginSchema.safeParse(body)
+    
+    if (!result.success) {
+      return NextResponse.json({ error: result.error.message }, { status: 400 })
+    }
+
+    const { email, password } = result.data
+    const supabase = createSupabaseAdminClient();
+    
+
+    // 2. Sign in with Password
+    const { error } = await supabase.auth.signInWithPassword({
+      email,
+      password,
+    })
+
+    if (error) {
+      return NextResponse.json({ error: error.message }, { status: 401 })
+    }
+
+    return NextResponse.json({ success: true, message: "Login successful!" })
+
+  } catch (error) {
+    return NextResponse.json({ error: "Internal Server Error" }, { status: 500 })
+  }
+}

next/src/app/api/auth/register/route.ts

@@ -0,0 +1,44 @@
+import { NextResponse } from "next/server"
+import { registerSchema } from "@/lib/validations/register"
+import { createSupabaseAdminClient } from "@/utils/supabase"
+
+export async function POST(request: Request) {
+  try {
+    const body = await request.json()
+    console.log(body)
+
+    // 1. Validate Input
+    const result = registerSchema.safeParse(body)
+    if (!result.success) {
+      return NextResponse.json({ error: result.error.message }, { status: 400 })
+    }
+
+    const { email, password, name, role } = result.data
+
+    const supabase = createSupabaseAdminClient();
+
+    const { data, error } = await supabase.auth.signUp({
+      email,
+      password,
+      options: {
+        data: {
+          role: role
+        }
+      }
+    })
+
+    if (error) {
+      console.log(error)
+      return NextResponse.json({ error: error.message }, { status: 400 })
+    }
+
+    return NextResponse.json({ 
+      success: true, 
+      message: "Account created! Please check your email to confirm." 
+    })
+
+  } catch (error) {
+    console.log(error)
+    return NextResponse.json({ error: "Internal Server Error" }, { status: 500 })
+  }
+}

next/src/app/api/universities/route.ts

@@ -0,0 +1,45 @@
+import { NextResponse } from 'next/server';
+import { supabase } from '@/lib/supabase';
+
+export async function GET(request: Request) {
+  try {
+    const { searchParams } = new URL(request.url);
+    const search = searchParams.get('search');
+    const location = searchParams.get('location');
+    const maxFee = searchParams.get('maxFee');
+
+    // 1. Start the query (Sort by ID to mix datasets, or name)
+    let query = supabase
+      .from('University')
+      .select('*')
+      // .order('createdAt', { ascending: false }) // OPTIONAL: Uncomment if you want newest first
+      .limit(50);
+
+    // 2. Add Filters
+    if (search) {
+      query = query.ilike('name', `%${search}%`);
+    }
+    
+    if (location) {
+      query = query.ilike('location', `%${location}%`);
+    }
+
+    if (maxFee) {
+      // THE FIX: 
+      // This says: "Fee is less than maxFee OR Fee is NULL (Unknown)"
+      // This ensures universities with no fee data (like your Top 1600) still show up.
+      query = query.or(`feeStructure.lte.${parseInt(maxFee)},feeStructure.is.null`);
+    }
+
+    // 3. Execute
+    const { data, error } = await query;
+
+    if (error) throw error;
+
+    return NextResponse.json(data);
+
+  } catch (error: any) {
+    console.error("❌ SUPABASE API ERROR:", error);
+    return NextResponse.json({ error: error.message }, { status: 500 });
+  }
+}

next/src/app/blogs/page.tsx

@@ -0,0 +1,166 @@
+import Link from "next/link"
+import { Navbar } from "@/components/navbar"
+import { Footer } from "@/components/footer"
+import { Card, CardContent, CardDescription, CardHeader, CardTitle } from "@/components/ui/card"
+import { Badge } from "@/components/ui/badge"
+import { Calendar, Clock, ArrowRight } from "lucide-react"
+
+const blogPosts = [
+  {
+    id: 1,
+    title: "How AI Predicts Your Perfect Career Path",
+    excerpt:
+      "Discover the science behind our psychometric testing and how Machine Learning algorithms analyze your interests to find your ideal profession.",
+    category: "Technology",
+    date: "December 15, 2024",
+    readTime: "5 min read",
+    image: "/modern-university-campus-with-digital-interface-ov.jpg", // You can keep placeholder images or update paths later
+  },
+  {
+    id: 2,
+    title: "The Hidden Dangers of Parental Pressure",
+    excerpt:
+      "Why following someone else's dream can lead to career dissatisfaction. We explore the importance of choosing a field based on your own aptitude.",
+    category: "Student Life",
+    date: "December 10, 2024",
+    readTime: "7 min read",
+    image: "/students-working-on-projects-with-laptops-and-digi.jpg",
+  },
+  {
+    id: 3,
+    title: "Why You Need a 4-Year Career Roadmap",
+    excerpt:
+      "Success isn't just about getting a degree. Learn how a structured timeline of internships, projects, and skills can fast-track your employment.",
+    category: "Career Advice",
+    date: "December 5, 2024",
+    readTime: "6 min read",
+    image: "/digital-checklist-and-approval-workflow-interface.jpg",
+  },
+  {
+    id: 4,
+    title: "Top 5 High-Demand Careers in Pakistan for 2025",
+    excerpt:
+      "Based on our real-time market trend analysis, here are the fields offering the highest growth potential and salary packages this year.",
+    category: "Market Trends",
+    date: "November 28, 2024",
+    readTime: "4 min read",
+    image: "/dashboard-interface-with-multiple-user-roles-and-a.jpg",
+  },
+  {
+    id: 5,
+    title: "University Finder: Comparing Fees & Criteria",
+    excerpt:
+      "Stop browsing hundreds of websites. Learn how to use our centralized database to filter universities by location, cost, and admission requirements.",
+    category: "Education",
+    date: "November 20, 2024",
+    readTime: "5 min read",
+    image: "/professor-and-student-collaborating-with-digital-f.jpg",
+  },
+  {
+    id: 6,
+    title: "Understanding Your Psychometric Test Results",
+    excerpt: "A comprehensive guide to interpreting your profile vector, confidence scores, and what to do if your results surprise you.",
+    category: "Guidance",
+    date: "November 12, 2024",
+    readTime: "8 min read",
+    image: "/digital-security-shield-protecting-university-data.jpg",
+  },
+]
+
+export default function BlogPage() {
+  return (
+    <div className="min-h-screen flex flex-col">
+      <Navbar />
+
+      <main className="flex-1">
+        {/* Hero Section */}
+        <section className="py-20 md:py-32 bg-linear-to-b from-secondary/50 to-background">
+          <div className="container mx-auto px-4 sm:px-6 lg:px-8">
+            <div className="max-w-3xl mx-auto text-center space-y-6">
+              <h1 className="text-4xl md:text-5xl font-bold text-balance">
+                {"Insights & Updates from "}
+                <span className="text-primary">Edu Path AI</span>
+              </h1>
+              <p className="text-lg md:text-xl text-muted-foreground leading-relaxed">
+                Stay informed about the latest trends in career counseling, AI technology, and university admissions
+                to make the best decisions for your future.
+              </p>
+            </div>
+          </div>
+        </section>
+
+        {/* Blog Posts Grid */}
+        <section className="py-20">
+          <div className="container mx-auto px-4 sm:px-6 lg:px-8">
+            <div className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 gap-8">
+              {blogPosts.map((post) => (
+                <Card key={post.id} className="overflow-hidden group hover:shadow-lg transition-shadow">
+                  <div className="aspect-video overflow-hidden bg-muted">
+                    <img
+                      src={post.image || "/placeholder.svg"}
+                      alt={post.title}
+                      className="w-full h-full object-cover group-hover:scale-105 transition-transform duration-300"
+                    />
+                  </div>
+                  <CardHeader>
+                    <div className="flex items-center gap-2 mb-3">
+                      <Badge variant="secondary">{post.category}</Badge>
+                    </div>
+                    <CardTitle className="text-xl leading-tight group-hover:text-primary transition-colors">
+                      {post.title}
+                    </CardTitle>
+                    <CardDescription className="line-clamp-2 leading-relaxed">{post.excerpt}</CardDescription>
+                  </CardHeader>
+                  <CardContent>
+                    <div className="flex items-center justify-between text-sm text-muted-foreground">
+                      <div className="flex items-center gap-1">
+                        <Calendar className="h-4 w-4" />
+                        <span>{post.date}</span>
+                      </div>
+                      <div className="flex items-center gap-1">
+                        <Clock className="h-4 w-4" />
+                        <span>{post.readTime}</span>
+                      </div>
+                    </div>
+                    <Link
+                      href={`/blog/${post.id}`}
+                      className="inline-flex items-center gap-2 mt-4 text-primary font-medium hover:gap-3 transition-all"
+                    >
+                      Read More <ArrowRight className="h-4 w-4" />
+                    </Link>
+                  </CardContent>
+                </Card>
+              ))}
+            </div>
+          </div>
+        </section>
+
+        {/* Newsletter Section */}
+        <section className="py-20 bg-card border-y">
+          <div className="container mx-auto px-4 sm:px-6 lg:px-8">
+            <div className="max-w-2xl mx-auto text-center space-y-6">
+              <h2 className="text-3xl font-bold">Stay Updated</h2>
+              <p className="text-muted-foreground leading-relaxed">
+                Subscribe to our newsletter to receive the latest career advice, university updates, and scholarship news
+                directly in your inbox.
+              </p>
+              <div className="flex flex-col sm:flex-row gap-3 max-w-md mx-auto">
+                <input
+                  type="email"
+                  placeholder="Enter your email"
+                  className="flex-1 px-4 py-2 border rounded-md focus:outline-none focus:ring-2 focus:ring-primary"
+                />
+                <button className="px-6 py-2 bg-primary text-primary-foreground rounded-md hover:bg-primary/90 transition-colors font-medium">
+                  Subscribe
+                </button>
+              </div>
+              <p className="text-xs text-muted-foreground">{"We respect your privacy. Unsubscribe at any time."}</p>
+            </div>
+          </div>
+        </section>
+      </main>
+
+      <Footer />
+    </div>
+  )
+}

next/src/app/contact-us/page.tsx

@@ -0,0 +1,239 @@
+"use client"
+
+import type React from "react"
+
+import { useState } from "react"
+import { Navbar } from "@/components/navbar"
+import { Footer } from "@/components/footer"
+import { Card, CardContent, CardDescription, CardHeader, CardTitle } from "@/components/ui/card"
+import { Button } from "@/components/ui/button"
+import { Input } from "@/components/ui/input"
+import { Textarea } from "@/components/ui/textarea"
+import { Label } from "@/components/ui/label"
+import { Mail, Phone, MapPin, Send } from "lucide-react"
+import { toast } from "sonner"
+
+export default function ContactPage() {
+  const [isSubmitting, setIsSubmitting] = useState(false)
+
+  const handleSubmit = async (e: React.FormEvent<HTMLFormElement>) => {
+    e.preventDefault()
+    setIsSubmitting(true)
+
+    // Simulate form submission
+    await new Promise((resolve) => setTimeout(resolve, 1500))
+
+    toast("Message sent successfully!", {
+      description: "Our support team will get back to you shortly.",
+    })
+
+    setIsSubmitting(false)
+      ; (e.target as HTMLFormElement).reset()
+  }
+
+  return (
+    <div className="min-h-screen flex flex-col">
+      <Navbar />
+
+      <main className="flex-1">
+        {/* Hero Section */}
+        <section className="py-20 md:py-32 bg-linear-to-b from-secondary/50 to-background">
+          <div className="container mx-auto px-4 sm:px-6 lg:px-8">
+            <div className="max-w-3xl mx-auto text-center space-y-6">
+              <h1 className="text-4xl md:text-5xl font-bold text-balance">
+                {"Get in "}
+                <span className="text-primary">Touch</span>
+              </h1>
+              <p className="text-lg md:text-xl text-muted-foreground leading-relaxed">
+                Have questions about your career recommendation? Need help with the university finder?
+                We're here to guide you every step of the way.
+              </p>
+            </div>
+          </div>
+        </section>
+
+        {/* Contact Section */}
+        <section className="py-20">
+          <div className="container mx-auto px-4 sm:px-6 lg:px-8">
+            <div className="grid grid-cols-1 lg:grid-cols-3 gap-8 max-w-6xl mx-auto">
+              {/* Contact Info */}
+              <div className="space-y-6">
+                <div>
+                  <h2 className="text-2xl font-bold mb-6">Contact Information</h2>
+                  <p className="text-muted-foreground leading-relaxed mb-8">
+                    Reach out to our support team for assistance with account recovery, test results, or university data updates.
+                  </p>
+                </div>
+
+                <Card>
+                  <CardContent className="pt-6 space-y-6">
+                    <div className="flex items-start gap-4">
+                      <div className="h-10 w-10 rounded-lg bg-primary/10 flex items-center justify-center shrink-0">
+                        <Mail className="h-5 w-5 text-primary" />
+                      </div>
+                      <div className="space-y-1">
+                        <p className="font-medium">Email Support</p>
+                        <p className="text-sm text-muted-foreground">help@edupathai.com</p>
+                        <p className="text-sm text-muted-foreground">admin@edupathai.com</p>
+                      </div>
+                    </div>
+
+                    <div className="flex items-start gap-4">
+                      <div className="h-10 w-10 rounded-lg bg-primary/10 flex items-center justify-center shrink-0">
+                        <Phone className="h-5 w-5 text-primary" />
+                      </div>
+                      <div className="space-y-1">
+                        <p className="font-medium">Phone</p>
+                        <p className="text-sm text-muted-foreground">+92 (334) 061-5582</p>
+                        <p className="text-sm text-muted-foreground">Mon-Fri 9am-5pm PKT</p>
+                      </div>
+                    </div>
+
+                    <div className="flex items-start gap-4">
+                      <div className="h-10 w-10 rounded-lg bg-primary/10 flex items-center justify-center shrink-0">
+                        <MapPin className="h-5 w-5 text-primary" />
+                      </div>
+                      <div className="space-y-1">
+                        <p className="font-medium">Department Location</p>
+                        <p className="text-sm text-muted-foreground">
+                          Department of Software Engineering
+                          <br />
+                          Lahore Garrison University, Lahore
+                        </p>
+                      </div>
+                    </div>
+                  </CardContent>
+                </Card>
+              </div>
+
+              {/* Contact Form */}
+              <Card className="lg:col-span-2">
+                <CardHeader>
+                  <CardTitle>Send us a Message</CardTitle>
+                  <CardDescription>Fill out the form below for inquiries about features, partnerships, or technical issues.</CardDescription>
+                </CardHeader>
+                <CardContent>
+                  <form onSubmit={handleSubmit} className="space-y-6">
+                    <div className="grid grid-cols-1 md:grid-cols-2 gap-6">
+                      <div className="space-y-2">
+                        <Label htmlFor="firstName">First Name</Label>
+                        <Input id="firstName" name="firstName" required placeholder=" " />
+                      </div>
+                      <div className="space-y-2">
+                        <Label htmlFor="lastName">Last Name</Label>
+                        <Input id="lastName" name="lastName" required placeholder=" " />
+                      </div>
+                    </div>
+
+                    <div className="space-y-2">
+                      <Label htmlFor="email">Email</Label>
+                      <Input id="email" name="email" type="email" required placeholder=" " />
+                    </div>
+
+                    <div className="space-y-2">
+                      <Label htmlFor="category">Inquiry Type</Label>
+                      <Input id="category" name="category" placeholder="e.g., Technical Support, Feature Request" />
+                    </div>
+
+                    <div className="space-y-2">
+                      <Label htmlFor="subject">Subject</Label>
+                      <Input id="subject" name="subject" required placeholder="How can we help you?" />
+                    </div>
+
+                    <div className="space-y-2">
+                      <Label htmlFor="message">Message</Label>
+                      <Textarea
+                        id="message"
+                        name="message"
+                        required
+                        rows={6}
+                        placeholder="Describe your issue or question..."
+                        className="resize-none"
+                      />
+                    </div>
+
+                    <Button type="submit" size="lg" className="w-full" disabled={isSubmitting}>
+                      {isSubmitting ? (
+                        <>Sending...</>
+                      ) : (
+                        <>
+                          Send Message <Send className="ml-2 h-4 w-4" />
+                        </>
+                      )}
+                    </Button>
+                  </form>
+                </CardContent>
+              </Card>
+            </div>
+          </div>
+        </section>
+
+        {/* FAQ Section */}
+        <section className="py-20 bg-card border-y">
+          <div className="container mx-auto px-4 sm:px-6 lg:px-8">
+            <div className="max-w-4xl mx-auto">
+              <div className="text-center space-y-4 mb-12">
+                <h2 className="text-3xl font-bold">Frequently Asked Questions</h2>
+                <p className="text-muted-foreground leading-relaxed">
+                  Common questions about our career guidance platform.
+                </p>
+              </div>
+
+              <div className="space-y-6">
+                <Card>
+                  <CardHeader>
+                    <CardTitle className="text-lg">How accurate is the career recommendation?</CardTitle>
+                  </CardHeader>
+                  <CardContent>
+                    <p className="text-muted-foreground leading-relaxed">
+                      Our AI model is trained on a vast dataset of career profiles and aptitudes, achieving an 85% match accuracy.
+                      However, we recommend treating the results as expert guidance rather than an absolute rule.
+                    </p>
+                  </CardContent>
+                </Card>
+
+                <Card>
+                  <CardHeader>
+                    <CardTitle className="text-lg">Can I retake the psychometric test?</CardTitle>
+                  </CardHeader>
+                  <CardContent>
+                    <p className="text-muted-foreground leading-relaxed">
+                      Yes, you can retake the test after a 10-day cooldown period. This ensures that your interests have
+                      genuinely evolved rather than just momentary changes in mood.
+                    </p>
+                  </CardContent>
+                </Card>
+
+                <Card>
+                  <CardHeader>
+                    <CardTitle className="text-lg">Is my data shared with universities?</CardTitle>
+                  </CardHeader>
+                  <CardContent>
+                    <p className="text-muted-foreground leading-relaxed">
+                      No. Your psychometric test results and personal profile are private. We only use your data to generate
+                      recommendations for you. We do not sell student data to third parties.
+                    </p>
+                  </CardContent>
+                </Card>
+
+                <Card>
+                  <CardHeader>
+                    <CardTitle className="text-lg">How often is the university data updated?</CardTitle>
+                  </CardHeader>
+                  <CardContent>
+                    <p className="text-muted-foreground leading-relaxed">
+                      Our database is updated every semester to reflect the latest fee structures, admission deadlines,
+                      and new degree programs offered by universities across Pakistan.
+                    </p>
+                  </CardContent>
+                </Card>
+              </div>
+            </div>
+          </div>
+        </section>
+      </main>
+
+      <Footer />
+    </div>
+  )
+}

next/src/app/dashboard/compare/page.tsx

@@ -0,0 +1,178 @@
+'use client';
+
+import { useState } from 'react';
+import { createClient } from '@supabase/supabase-js';
+import Link from 'next/link';
+
+// Initialize Supabase Client (Client-side)
+const supabase = createClient(
+  process.env.NEXT_PUBLIC_SUPABASE_URL!,
+  process.env.NEXT_PUBLIC_SUPABASE_ANON_KEY!
+);
+
+export default function ComparePage() {
+  const [query1, setQuery1] = useState('');
+  const [query2, setQuery2] = useState('');
+  const [results1, setResults1] = useState<any[]>([]);
+  const [results2, setResults2] = useState<any[]>([]);
+  const [uni1, setUni1] = useState<any>(null);
+  const [uni2, setUni2] = useState<any>(null);
+
+  // Search Function
+  const searchUni = async (query: string, setResults: Function) => {
+    if (query.length < 2) return;
+    const { data } = await supabase
+      .from('universities')
+      .select('*')
+      .ilike('university_name', `%${query}%`)
+      .limit(5);
+    setResults(data || []);
+  };
+
+  return (
+    <div className="min-h-screen bg-gray-50 p-6 md:p-12">
+      <div className="max-w-6xl mx-auto">
+        <h1 className="text-3xl font-bold text-blue-900 mb-8 text-center">Compare Universities</h1>
+
+        {/* SELECTION AREA */}
+        <div className="grid grid-cols-1 md:grid-cols-2 gap-8 mb-12">
+          
+          {/* UNIVERSITY 1 SELECTOR */}
+          <div className="bg-white p-6 rounded-xl shadow-sm border border-gray-200">
+            <h3 className="font-bold text-gray-700 mb-4">University A</h3>
+            {!uni1 ? (
+              <div className="relative">
+                <input
+                  type="text"
+                  placeholder="Search (e.g. NUST)..."
+                  className="w-full p-3 border rounded-lg focus:ring-2 focus:ring-blue-500"
+                  onChange={(e) => {
+                    setQuery1(e.target.value);
+                    searchUni(e.target.value, setResults1);
+                  }}
+                />
+                {results1.length > 0 && (
+                  <div className="absolute w-full bg-white border mt-1 rounded-lg shadow-lg z-10">
+                    {results1.map((u) => (
+                      <div 
+                        key={u.id} 
+                        className="p-3 hover:bg-blue-50 cursor-pointer"
+                        onClick={() => { setUni1(u); setResults1([]); }}
+                      >
+                        {u.university_name}
+                      </div>
+                    ))}
+                  </div>
+                )}
+              </div>
+            ) : (
+              <div className="flex justify-between items-center bg-blue-50 p-4 rounded-lg border border-blue-100">
+                <span className="font-bold text-blue-900">{uni1.university_name}</span>
+                <button onClick={() => setUni1(null)} className="text-red-500 text-sm hover:underline">Change</button>
+              </div>
+            )}
+          </div>
+
+          {/* UNIVERSITY 2 SELECTOR */}
+          <div className="bg-white p-6 rounded-xl shadow-sm border border-gray-200">
+            <h3 className="font-bold text-gray-700 mb-4">University B</h3>
+            {!uni2 ? (
+              <div className="relative">
+                <input
+                  type="text"
+                  placeholder="Search (e.g. LUMS)..."
+                  className="w-full p-3 border rounded-lg focus:ring-2 focus:ring-blue-500"
+                  onChange={(e) => {
+                    setQuery2(e.target.value);
+                    searchUni(e.target.value, setResults2);
+                  }}
+                />
+                {results2.length > 0 && (
+                  <div className="absolute w-full bg-white border mt-1 rounded-lg shadow-lg z-10">
+                    {results2.map((u) => (
+                      <div 
+                        key={u.id} 
+                        className="p-3 hover:bg-blue-50 cursor-pointer"
+                        onClick={() => { setUni2(u); setResults2([]); }}
+                      >
+                        {u.university_name}
+                      </div>
+                    ))}
+                  </div>
+                )}
+              </div>
+            ) : (
+              <div className="flex justify-between items-center bg-blue-50 p-4 rounded-lg border border-blue-100">
+                <span className="font-bold text-blue-900">{uni2.university_name}</span>
+                <button onClick={() => setUni2(null)} className="text-red-500 text-sm hover:underline">Change</button>
+              </div>
+            )}
+          </div>
+        </div>
+
+        {/* COMPARISON TABLE */}
+        {uni1 && uni2 && (
+          <div className="bg-white rounded-2xl shadow-lg border border-gray-200 overflow-hidden">
+            <table className="w-full text-left">
+              <thead>
+                <tr className="bg-gray-100 border-b border-gray-200">
+                  <th className="p-6 text-gray-500 font-medium w-1/3">Metric</th>
+                  <th className="p-6 font-bold text-blue-900 w-1/3">{uni1.university_name}</th>
+                  <th className="p-6 font-bold text-blue-900 w-1/3">{uni2.university_name}</th>
+                </tr>
+              </thead>
+              <tbody className="divide-y divide-gray-100">
+                
+                {/* RANK COMPARISON */}
+                <tr>
+                  <td className="p-6 font-medium text-gray-700">Global Rank</td>
+                  <td className={`p-6 font-bold ${uni1.rank < uni2.rank ? 'text-green-600' : 'text-gray-900'}`}>
+                    #{uni1.rank}
+                  </td>
+                  <td className={`p-6 font-bold ${uni2.rank < uni1.rank ? 'text-green-600' : 'text-gray-900'}`}>
+                    #{uni2.rank}
+                  </td>
+                </tr>
+
+                {/* TUITION COMPARISON */}
+                <tr>
+                  <td className="p-6 font-medium text-gray-700">Est. Annual Fee</td>
+                  <td className={`p-6 font-bold ${uni1.avg_tuition_usd < uni2.avg_tuition_usd ? 'text-green-600' : 'text-gray-900'}`}>
+                    ${uni1.avg_tuition_usd?.toLocaleString() || "N/A"}
+                  </td>
+                  <td className={`p-6 font-bold ${uni2.avg_tuition_usd < uni1.avg_tuition_usd ? 'text-green-600' : 'text-gray-900'}`}>
+                    ${uni2.avg_tuition_usd?.toLocaleString() || "N/A"}
+                  </td>
+                </tr>
+
+                {/* LOCATION */}
+                <tr>
+                  <td className="p-6 font-medium text-gray-700">Location</td>
+                  <td className="p-6 text-gray-600">{uni1.country}</td>
+                  <td className="p-6 text-gray-600">{uni2.country}</td>
+                </tr>
+
+                {/* ACTION BUTTONS */}
+                <tr className="bg-gray-50">
+                  <td className="p-6"></td>
+                  <td className="p-6">
+                    <Link href={`/dashboard/university/${uni1.id}`} className="text-blue-600 hover:underline font-bold">
+                      View Details &rarr;
+                    </Link>
+                  </td>
+                  <td className="p-6">
+                    <Link href={`/dashboard/university/${uni2.id}`} className="text-blue-600 hover:underline font-bold">
+                      View Details &rarr;
+                    </Link>
+                  </td>
+                </tr>
+
+              </tbody>
+            </table>
+          </div>
+        )}
+
+      </div>
+    </div>
+  );
+}

next/src/app/dashboard/layout.tsx

@@ -0,0 +1,27 @@
+import { SidebarProvider, SidebarTrigger } from "@/components/ui/sidebar"
+import { DashboardSidebar } from "@/components/dashboard-sidebar"
+
+export default function DashboardLayout({
+  children,
+}: {
+  children: React.ReactNode
+}) {
+  return (
+    <SidebarProvider>
+      <div className="flex min-h-screen w-full bg-linear-to-b from-indigo-50 via-white to-white">
+        {/* This loads the actual functional sidebar, not just an icon */}
+        <DashboardSidebar />
+        
+        <main className="flex-1 overflow-auto">
+          {/* This button allows mobile users to open/close the menu */}
+          <div className="p-4">
+            <SidebarTrigger />
+          </div>
+          
+          {/* This is where your page content (Dashboard, Roadmap, etc.) appears */}
+          {children}
+        </main>
+      </div>
+    </SidebarProvider>
+  )
+}

next/src/app/dashboard/page.tsx

@@ -0,0 +1,98 @@
+import Link from "next/link"
+import { MessageSquare, GraduationCap, Map, Scale } from "lucide-react" // 👈 Added Scale icon here
+import { Card, CardContent, CardDescription, CardHeader, CardTitle } from "@/components/ui/card"
+import { Footer } from "@/components/footer"
+
+export default function DashboardPage() {
+  return (
+    <div className="mx-auto max-w-6xl px-4 py-8 sm:px-6 lg:px-8">
+      <div className="mb-12 text-center">
+        <h1 className="mb-4 font-bold text-4xl text-foreground text-balance">Your Edu Path AI Dashboard</h1>
+        <p className="mx-auto max-w-2xl text-muted-foreground text-xl text-pretty">
+          Navigate your academic journey with intelligent insights and comprehensive university data
+        </p>
+      </div>
+
+      <div className="mb-8 text-center">
+        <h2 className="mb-8 font-semibold text-2xl text-foreground">How would you like to get started?</h2>
+
+        {/* 👇 UPDATED GRID: Now handles 4 items nicely */}
+        <div className="mx-auto grid max-w-6xl gap-6 md:grid-cols-2 lg:grid-cols-4">
+          
+          {/* Card 1: Chatbot */}
+          <Card className="group cursor-pointer border-2 transition-all duration-300 hover:scale-105 hover:border-indigo-600 hover:shadow-xl">
+            <Link href="/dashboard/chatbot" className="block h-full">
+              <CardHeader className="pb-4">
+                <div className="mx-auto mb-4 flex h-16 w-16 items-center justify-center rounded-full bg-indigo-100 transition-transform group-hover:scale-110">
+                  <MessageSquare className="h-8 w-8 text-indigo-600" />
+                </div>
+                <CardTitle className="text-xl text-center">AI Career Advisor</CardTitle>
+              </CardHeader>
+              <CardContent>
+                <CardDescription className="text-center">
+                  Chat with our AI to find your perfect career path.
+                </CardDescription>
+              </CardContent>
+            </Link>
+          </Card>
+
+          {/* Card 2: Universities */}
+          <Card className="group cursor-pointer border-2 transition-all duration-300 hover:scale-105 hover:border-indigo-600 hover:shadow-xl">
+            <Link href="/dashboard/university" className="block h-full">
+              <CardHeader className="pb-4">
+                <div className="mx-auto mb-4 flex h-16 w-16 items-center justify-center rounded-full bg-indigo-100 transition-transform group-hover:scale-110">
+                  <GraduationCap className="h-8 w-8 text-indigo-600" />
+                </div>
+                <CardTitle className="text-xl text-center">Explore Universities</CardTitle>
+              </CardHeader>
+              <CardContent>
+                <CardDescription className="text-center">
+                  Browse 1,800+ top universities and fee structures.
+                </CardDescription>
+              </CardContent>
+            </Link>
+          </Card>
+
+          {/* Card 3: Roadmap */}
+          <Card className="group cursor-pointer border-2 transition-all duration-300 hover:scale-105 hover:border-indigo-600 hover:shadow-xl">
+            <Link href="/dashboard/roadmap" className="block h-full">
+              <CardHeader className="pb-4">
+                <div className="mx-auto mb-4 flex h-16 w-16 items-center justify-center rounded-full bg-indigo-100 transition-transform group-hover:scale-110">
+                  <Map className="h-8 w-8 text-indigo-600" />
+                </div>
+                <CardTitle className="text-xl text-center">Degree Roadmap</CardTitle>
+              </CardHeader>
+              <CardContent>
+                <CardDescription className="text-center">
+                   A complete guide to skills and subjects for your major.
+                </CardDescription>
+              </CardContent>
+            </Link>
+          </Card>
+
+          {/* 👇 Card 4: COMPARE TOOL (NEW) */}
+          <Card className="group cursor-pointer border-2 transition-all duration-300 hover:scale-105 hover:border-green-600 hover:shadow-xl">
+            <Link href="/dashboard/compare" className="block h-full">
+              <CardHeader className="pb-4">
+                <div className="mx-auto mb-4 flex h-16 w-16 items-center justify-center rounded-full bg-green-100 transition-transform group-hover:scale-110">
+                  <Scale className="h-8 w-8 text-green-600" />
+                </div>
+                <CardTitle className="text-xl text-center">Compare Tool</CardTitle>
+              </CardHeader>
+              <CardContent>
+                <CardDescription className="text-center">
+                   Compare fees and rankings side-by-side.
+                </CardDescription>
+              </CardContent>
+            </Link>
+          </Card>
+
+        </div>
+      </div>
+
+      <div className="mt-12 rounded-lg border bg-card p-6 text-center shadow-sm">
+         <Footer />
+      </div>
+    </div>
+  )
+}

next/src/app/dashboard/roadmap/page.tsx

@@ -0,0 +1,482 @@
+"use client"
+
+import { useState } from "react";
+import { 
+  Code, Briefcase, Stethoscope, FlaskConical, Palette, Scale, 
+  Cpu, Building2, TrendingUp, ShieldCheck, Calculator, BookOpen,
+  Camera, Plane, GraduationCap, HeartHandshake, Globe, Layout 
+} from "lucide-react";
+
+// --- 1. THE COMPLETE DATA (All Fields) ---
+const roadmaps = {
+  // === CATEGORY: TECHNOLOGY & ENGINEERING ===
+  cs: {
+    category: "Tech & Engineering",
+    title: "Computer Science (CS/SE)",
+    icon: Code,
+    description: "The path to becoming a Software Engineer, Data Scientist, or AI Specialist.",
+    universityFocus: [
+      "Data Structures & Algorithms (The interview standard)",
+      "Object Oriented Programming (OOP)",
+      "Database Systems (SQL)",
+      "Operating Systems & Computer Networks"
+    ],
+    externalSkills: [
+      { name: "Full Stack Web Dev", detail: "React, Next.js, Node.js" },
+      { name: "Version Control", detail: "Git & GitHub (Essential)" },
+      { name: "Cloud Computing", detail: "AWS, Azure, or Docker basics" },
+      { name: "Portfolio Building", detail: "Build 2-3 real apps to show recruiters" }
+    ]
+  },
+  engineering: {
+    category: "Tech & Engineering",
+    title: "Electrical/Mechanical Eng.",
+    icon: Cpu,
+    description: "For Engineers working with hardware, robotics, power, or machines.",
+    universityFocus: [
+      "Circuit Analysis / Thermodynamics",
+      "Control Systems & Automation",
+      "Embedded Systems",
+      "Engineering Mechanics & Materials"
+    ],
+    externalSkills: [
+      { name: "Simulation Software", detail: "MATLAB, Simulink, SolidWorks, ANSYS" },
+      { name: "IoT & Microcontrollers", detail: "Arduino, Raspberry Pi, ESP32" },
+      { name: "PCB Design", detail: "Altium Designer, KiCad" },
+      { name: "Coding for Hardware", detail: "Python, C/C++" }
+    ]
+  },
+  civil: {
+    category: "Tech & Engineering",
+    title: "Civil Engineering",
+    icon: Building2,
+    description: "Designing the infrastructure of the world: bridges, roads, and dams.",
+    universityFocus: [
+      "Structural Analysis",
+      "Fluid Mechanics & Hydraulics",
+      "Geotechnical Engineering",
+      "Concrete & Steel Design"
+    ],
+    externalSkills: [
+      { name: "Design Software", detail: "AutoCAD Civil 3D, STAAD.Pro, ETABS" },
+      { name: "Project Management", detail: "Primavera P6, MS Project" },
+      { name: "Site Safety", detail: "OSHA Certification / HSE Standards" },
+      { name: "Sustainability", detail: "LEED Certification basics" }
+    ]
+  },
+
+  // === CATEGORY: BUSINESS & FINANCE ===
+  bba: {
+    category: "Business & Management",
+    title: "Business Admin (BBA/MBA)",
+    icon: Briefcase,
+    description: "For future Managers, Entrepreneurs, and HR Specialists.",
+    universityFocus: [
+      "Financial Accounting & Analysis",
+      "Marketing Management",
+      "Human Resource Management (HRM)",
+      "Supply Chain Management"
+    ],
+    externalSkills: [
+      { name: "Data Analysis Tools", detail: "Advanced Excel (Pivot Tables), PowerBI" },
+      { name: "Digital Marketing", detail: "SEO, Google Ads, Meta Ads Manager" },
+      { name: "Soft Skills", detail: "Public Speaking & Negotiation" },
+      { name: "Project Tools", detail: "JIRA, Trello, Asana" }
+    ]
+  },
+  accounting: {
+    category: "Business & Management",
+    title: "Accounting & Finance (ACCA)",
+    icon: Calculator,
+    description: "For Auditors, Financial Analysts, and Tax Consultants.",
+    universityFocus: [
+      "Financial Reporting",
+      "Taxation Laws",
+      "Audit & Assurance",
+      "Corporate Finance"
+    ],
+    externalSkills: [
+      { name: "Accounting Software", detail: "QuickBooks, Xero, SAP" },
+      { name: "Financial Modeling", detail: "Valuation models in Excel" },
+      { name: "Certifications", detail: "CFA Level 1, ACCA papers" },
+      { name: "Regulation Knowledge", detail: "Local tax laws & IFRS" }
+    ]
+  },
+  economics: {
+    category: "Business & Management",
+    title: "Economics",
+    icon: TrendingUp,
+    description: "Analyzing markets, policy, and financial trends.",
+    universityFocus: [
+      "Micro & Macro Economics",
+      "Econometrics & Statistics",
+      "Game Theory",
+      "Development Economics"
+    ],
+    externalSkills: [
+      { name: "Statistical Tools", detail: "R, Stata, Python" },
+      { name: "Data Visualization", detail: "Tableau, PowerBI" },
+      { name: "Policy Analysis", detail: "Writing policy briefs" },
+      { name: "Finance Knowledge", detail: "Stock markets & banking systems" }
+    ]
+  },
+
+  // === CATEGORY: HEALTH & SCIENCE ===
+  medical: {
+    category: "Health & Science",
+    title: "Medical (MBBS/BDS)",
+    icon: Stethoscope,
+    description: "The path for Doctors, Dentists, and Health Professionals.",
+    universityFocus: [
+      "Anatomy & Physiology",
+      "Pathology & Pharmacology",
+      "Internal Medicine",
+      "Surgery Basics"
+    ],
+    externalSkills: [
+      { name: "Clinical Electives", detail: "Hospital internships" },
+      { name: "Research Writing", detail: "Publishing research papers" },
+      { name: "Patient Communication", detail: "Empathy & local languages" },
+      { name: "Licensing Prep", detail: "USMLE/PLAB/NLE prep" }
+    ]
+  },
+  biotech: {
+    category: "Health & Science",
+    title: "Biotechnology / Biology",
+    icon: FlaskConical,
+    description: "Merging biology with technology for research and pharma.",
+    universityFocus: [
+      "Molecular Biology",
+      "Genetics & Genomics",
+      "Microbiology",
+      "Bioinformatics"
+    ],
+    externalSkills: [
+      { name: "Lab Techniques", detail: "PCR, CRISPR, Gel Electrophoresis" },
+      { name: "Data Science", detail: "Python/R for bio-data" },
+      { name: "Regulatory Affairs", detail: "FDA/GMP guidelines" },
+      { name: "Scientific Writing", detail: "Grant writing" }
+    ]
+  },
+  psychology: {
+    category: "Health & Science",
+    title: "Psychology",
+    icon: HeartHandshake,
+    description: "Understanding human behavior, mental health, and HR.",
+    universityFocus: [
+      "Cognitive Psychology",
+      "Abnormal Psychology",
+      "Research Methods",
+      "Clinical Psychology"
+    ],
+    externalSkills: [
+      { name: "Counseling Skills", detail: "Active listening, CBT basics" },
+      { name: "HR Applications", detail: "Psychometric testing" },
+      { name: "Data Analysis", detail: "SPSS software mastery" },
+      { name: "User Research", detail: "UX Research methods" }
+    ]
+  },
+
+  // === CATEGORY: ARTS & HUMANITIES ===
+  law: {
+    category: "Arts & Humanities",
+    title: "Law (LLB/JD)",
+    icon: Scale,
+    description: "For Lawyers, Judges, and Corporate Legal Advisors.",
+    universityFocus: [
+      "Constitutional Law",
+      "Contract & Tort Law",
+      "Criminal Law",
+      "Corporate Law"
+    ],
+    externalSkills: [
+      { name: "Mooting", detail: "Moot Court competitions" },
+      { name: "Drafting", detail: "Legal contract writing" },
+      { name: "Public Speaking", detail: "Debating skills" },
+      { name: "Networking", detail: "Law firm internships" }
+    ]
+  },
+  media: {
+    category: "Arts & Humanities",
+    title: "Media & Journalism",
+    icon: Camera,
+    description: "Journalism, Mass Com, and Digital Media production.",
+    universityFocus: [
+      "News Writing & Reporting",
+      "Media Ethics & Law",
+      "Broadcasting",
+      "Public Relations (PR)"
+    ],
+    externalSkills: [
+      { name: "Video Editing", detail: "Premiere Pro, DaVinci Resolve" },
+      { name: "Content Creation", detail: "SEO Writing, Social Media" },
+      { name: "Photography", detail: "DSLR handling" },
+      { name: "Digital Tools", detail: "WordPress, CMS, Analytics" }
+    ]
+  },
+  design: {
+    category: "Arts & Humanities",
+    title: "Graphic Design / Fine Arts",
+    icon: Palette,
+    description: "Visual communication, branding, and UX/UI.",
+    universityFocus: [
+      "Color Theory & Typography",
+      "History of Art/Design",
+      "Visual Composition",
+      "Branding Identity"
+    ],
+    externalSkills: [
+      { name: "Design Suite", detail: "Photoshop, Illustrator, InDesign" },
+      { name: "UI/UX Design", detail: "Figma, Adobe XD" },
+      { name: "Portfolio", detail: "Behance/Dribbble portfolio" },
+      { name: "Motion Graphics", detail: "After Effects basics" }
+    ]
+  },
+  english: {
+    category: "Arts & Humanities",
+    title: "English Lit & Linguistics",
+    icon: BookOpen,
+    description: "Content writing, teaching, and editorial careers.",
+    universityFocus: [
+      "Literary Criticism",
+      "Sociolinguistics",
+      "Creative Writing",
+      "Post-Colonial Literature"
+    ],
+    externalSkills: [
+      { name: "Copywriting", detail: "SEO Content, Sales Copy" },
+      { name: "Technical Writing", detail: "Documentation skills" },
+      { name: "Teaching Certs", detail: "TEFL/TESOL" },
+      { name: "Editing", detail: "Professional proofreading" }
+    ]
+  },
+
+  // === CATEGORY: SPECIALIZED FIELDS ===
+  architecture: {
+    category: "Specialized",
+    title: "Architecture",
+    icon: Building2,
+    description: "For Architects, Interior Designers, and Urban Planners.",
+    universityFocus: [
+      "Design Studios",
+      "History of Architecture",
+      "Structural Systems",
+      "Building Materials"
+    ],
+    externalSkills: [
+      { name: "Digital Modeling", detail: "AutoCAD, Revit, SketchUp" },
+      { name: "Rendering", detail: "Lumion, V-Ray" },
+      { name: "Graphics", detail: "Adobe Suite" },
+      { name: "Site Experience", detail: "Construction site visits" }
+    ]
+  },
+  aviation: {
+    category: "Specialized",
+    title: "Aviation & Management",
+    icon: Plane,
+    description: "Pilots, Airport Managers, and Aerospace operations.",
+    universityFocus: [
+      "Aerodynamics",
+      "Aviation Law & Safety",
+      "Airport Operations",
+      "Navigation"
+    ],
+    externalSkills: [
+      { name: "Licensing", detail: "PPL/CPL hours" },
+      { name: "Safety Mgmt", detail: "SMS Certification" },
+      { name: "Logistics", detail: "Supply chain software" },
+      { name: "Languages", detail: "ICAO English proficiency" }
+    ]
+  },
+  education: {
+    category: "Specialized",
+    title: "Education & Teaching",
+    icon: GraduationCap,
+    description: "Training the next generation of teachers and policymakers.",
+    universityFocus: [
+      "Curriculum Development",
+      "Educational Psychology",
+      "Classroom Management",
+      "Assessment Strategies"
+    ],
+    externalSkills: [
+      { name: "EdTech", detail: "Canvas, Google Classroom" },
+      { name: "Special Needs", detail: "Sign Language basics" },
+      { name: "Public Speaking", detail: "Voice modulation" },
+      { name: "Lesson Planning", detail: "Digital lesson plans" }
+    ]
+  },
+  ir: {
+    category: "Specialized",
+    title: "International Relations",
+    icon: Globe,
+    description: "Diplomacy, NGOs, and Global Policy.",
+    universityFocus: [
+      "Political Theory",
+      "Foreign Policy Analysis",
+      "International Law",
+      "Conflict Resolution"
+    ],
+    externalSkills: [
+      { name: "Languages", detail: "French, Arabic, or Chinese" },
+      { name: "Research", detail: "Policy paper writing" },
+      { name: "Networking", detail: "Model UN (MUN)" },
+      { name: "Project Mgmt", detail: "Grant writing" }
+    ]
+  }
+};
+
+// Type definitions
+type FieldKey = keyof typeof roadmaps;
+
+// Categories for Sidebar Grouping
+const categories = {
+  "Tech & Engineering": ["cs", "engineering", "civil"],
+  "Business & Management": ["bba", "accounting", "economics"],
+  "Health & Science": ["medical", "biotech", "psychology"],
+  "Arts & Humanities": ["law", "media", "design", "english"],
+  "Specialized": ["architecture", "aviation", "education", "ir"]
+};
+
+export default function RoadmapPage() {
+  const [selectedField, setSelectedField] = useState<FieldKey>("cs");
+
+  // Helper to safely get the current roadmap data
+  const currentRoadmap = roadmaps[selectedField] || roadmaps.cs;
+
+  return (
+    <div className="flex flex-col md:flex-row h-[calc(100vh-80px)]"> 
+      
+      {/* 1. LEFT SIDEBAR: Categorized Selection */}
+      <aside className="w-full md:w-72 bg-white border-r h-full overflow-y-auto custom-scrollbar">
+        <div className="p-4 bg-white sticky top-0 z-10 border-b">
+          <h2 className="text-lg font-bold text-gray-900">Select Degree</h2>
+        </div>
+
+        <div className="p-4 space-y-6 pb-20">
+          {Object.entries(categories).map(([categoryName, keys]) => (
+            <div key={categoryName}>
+              <h3 className="text-xs font-bold text-gray-400 uppercase tracking-wider mb-2 px-2">
+                {categoryName}
+              </h3>
+              <div className="space-y-1">
+                {keys.map((key) => {
+                  // Cast key to FieldKey to avoid TS errors
+                  const fieldKey = key as FieldKey;
+                  const data = roadmaps[fieldKey];
+                  const Icon = data.icon;
+                  const isSelected = selectedField === fieldKey;
+                  
+                  return (
+                    <button
+                      key={fieldKey}
+                      onClick={() => setSelectedField(fieldKey)}
+                      className={`w-full flex items-center gap-3 px-3 py-2 rounded-lg transition-all text-left text-sm ${
+                        isSelected 
+                          ? "bg-blue-50 text-blue-700 font-semibold border border-blue-200" 
+                          : "text-gray-600 hover:bg-gray-50"
+                      }`}
+                    >
+                      <Icon className={`h-4 w-4 ${isSelected ? "text-blue-600" : "text-gray-400"}`} />
+                      <span>{data.title}</span>
+                    </button>
+                  );
+                })}
+              </div>
+            </div>
+          ))}
+        </div>
+      </aside>
+
+      {/* 2. MAIN CONTENT AREA */}
+      <main className="flex-1 overflow-y-auto p-6 md:p-12 bg-gray-50">
+        <div className="max-w-4xl mx-auto pb-20">
+          
+          {/* Header */}
+          <div className="mb-10">
+            <div className="inline-flex items-center gap-2 px-3 py-1 rounded-full bg-blue-100 text-blue-700 text-xs font-bold mb-4">
+              {currentRoadmap.category}
+            </div>
+            <h1 className="text-3xl md:text-4xl font-bold text-gray-900 mb-2 flex items-center gap-3">
+              {currentRoadmap.title}
+            </h1>
+            <p className="text-xl text-gray-600 leading-relaxed">
+              {currentRoadmap.description}
+            </p>
+          </div>
+
+          <div className="grid md:grid-cols-2 gap-8">
+            
+            {/* CARD 1: University Focus */}
+            <div className="bg-white rounded-2xl shadow-sm border border-gray-200 overflow-hidden h-full">
+              <div className="bg-indigo-50 p-6 border-b border-indigo-100 flex items-center gap-3">
+                <div className="bg-white p-2 rounded-lg shadow-sm">
+                  <Layout className="h-6 w-6 text-indigo-600" />
+                </div>
+                <div>
+                  <h3 className="font-bold text-lg text-indigo-900">University Focus</h3>
+                  <p className="text-indigo-600 text-sm">Core Academic Theory</p>
+                </div>
+              </div>
+              <div className="p-6">
+                <ul className="space-y-4">
+                  {currentRoadmap.universityFocus.map((item, index) => (
+                    <li key={index} className="flex items-start gap-3">
+                      <span className="shrink-0 flex h-6 w-6 items-center justify-center rounded-full bg-indigo-100 text-indigo-600 text-xs font-bold mt-0.5">
+                        {index + 1}
+                      </span>
+                      <span className="text-gray-700 font-medium leading-snug">{item}</span>
+                    </li>
+                  ))}
+                </ul>
+              </div>
+            </div>
+
+            {/* CARD 2: External Skills (Job Ready) */}
+            <div className="bg-white rounded-2xl shadow-sm border border-gray-200 overflow-hidden ring-1 ring-green-100 h-full">
+              <div className="bg-green-50 p-6 border-b border-green-100 flex items-center gap-3">
+                <div className="bg-white p-2 rounded-lg shadow-sm">
+                  <TrendingUp className="h-6 w-6 text-green-600" />
+                </div>
+                <div>
+                  <h3 className="font-bold text-lg text-green-900">Industry Skills</h3>
+                  <p className="text-green-700 text-sm">Self-Learning Required</p>
+                </div>
+              </div>
+              <div className="p-6">
+                <ul className="space-y-5">
+                  {currentRoadmap.externalSkills.map((skill, index) => (
+                    <li key={index} className="group">
+                      <div className="flex items-center gap-2 mb-1">
+                        <ShieldCheck className="h-4 w-4 text-green-600" />
+                        <span className="font-bold text-gray-900">{skill.name}</span>
+                      </div>
+                      <p className="text-gray-500 text-sm pl-6 leading-snug">{skill.detail}</p>
+                    </li>
+                  ))}
+                </ul>
+              </div>
+            </div>
+
+          </div>
+
+          {/* Pro Tip Footer */}
+          <div className="mt-10 bg-gray-900 text-white rounded-2xl p-8 shadow-xl">
+            <h3 className="text-lg font-bold mb-2 flex items-center gap-2">
+              <GraduationCap className="h-5 w-5 text-yellow-400" />
+              Expert Advice
+            </h3>
+            <p className="opacity-90 leading-relaxed text-sm md:text-base">
+              A degree gets you the interview, but <strong>skills get you the job</strong>. 
+              {selectedField === 'cs' && " Build a GitHub portfolio."}
+              {selectedField === 'design' && " Your Behance portfolio matters more than your GPA."}
+              {selectedField === 'medical' && " Clinical experience is just as vital as USMLE scores."}
+              {selectedField === 'law' && " Networking and internships are key in the legal world."}
+            </p>
+          </div>
+
+        </div>
+      </main>
+    </div>
+  );
+}

next/src/app/dashboard/university/[id]/page.tsx

@@ -0,0 +1,214 @@
+import { createClient } from '@supabase/supabase-js';
+import Groq from 'groq-sdk';
+import Link from 'next/link';
+import { notFound } from 'next/navigation';
+import { Suspense } from 'react';
+
+// --- CONFIGURATION ---
+const supabase = createClient(
+  process.env.NEXT_PUBLIC_SUPABASE_URL!,
+  process.env.NEXT_PUBLIC_SUPABASE_ANON_KEY!
+);
+
+const groq = new Groq({
+  apiKey: process.env.GROQ_API_KEY 
+});
+
+// --- COMPONENT: The AI Analysis (With "Top Programs" Restored) ---
+async function AIAnalysisSection({ uniName, country }: { uniName: string, country: string }) {
+  try {
+    // 1. Ask AI for specific details about THIS university
+    const chatCompletion = await groq.chat.completions.create({
+      messages: [{
+        role: 'user',
+        content: `Analyze "${uniName}" in "${country}". 
+        Return valid JSON ONLY with these fields:
+        { 
+          "admission_criteria": "Summarize requirements in one simple text string.", 
+          "popular_programs": ["Program 1", "Program 2", "Program 3", "Program 4"],
+          "pros": ["Point 1", "Point 2"], 
+          "cons": ["Point 1", "Point 2"] 
+        }`
+      }],
+      model: 'llama-3.1-8b-instant',
+      response_format: { type: 'json_object' },
+    });
+    
+    // 2. Parse the response safely
+    const content = chatCompletion.choices[0]?.message?.content || '{}';
+    let aiData;
+    try {
+      aiData = JSON.parse(content);
+    } catch (e) {
+      aiData = {}; 
+    }
+
+    // 🛡️ CRASH FIX: Ensure admission_criteria is ALWAYS a string
+    let safeCriteria = "Check official website for specific details.";
+    if (aiData.admission_criteria) {
+      if (typeof aiData.admission_criteria === 'string') {
+        safeCriteria = aiData.admission_criteria;
+      } else if (typeof aiData.admission_criteria === 'object') {
+        // If AI returns an object, join it into text
+        safeCriteria = Object.values(aiData.admission_criteria).join(". ");
+      }
+    }
+
+    // 🛡️ SAFETY: Ensure arrays exist for lists
+    const safePrograms = Array.isArray(aiData.popular_programs) ? aiData.popular_programs : ["General Sciences", "Arts", "Engineering"];
+    const safePros = Array.isArray(aiData.pros) ? aiData.pros : ["Strong academic reputation"];
+    const safeCons = Array.isArray(aiData.cons) ? aiData.cons : ["Competitive entry"];
+
+    return (
+      <div className="grid grid-cols-1 md:grid-cols-2 gap-8 animate-in fade-in duration-700">
+        
+        {/* 1. ADMISSION CRITERIA (Blue Card) */}
+        <div className="bg-white rounded-2xl p-8 shadow-sm border border-gray-100">
+          <h2 className="text-xl font-bold text-gray-800 mb-4">🎓 Admission Requirements</h2>
+          <div className="bg-blue-50 border-l-4 border-blue-500 p-4 rounded-r-lg">
+            <p className="text-blue-900 font-medium text-lg leading-relaxed">{safeCriteria}</p>
+          </div>
+        </div>
+
+        {/* 2. POPULAR PROGRAMS (Orange Card - NEW) */}
+        <div className="bg-white rounded-2xl p-8 shadow-sm border border-gray-100">
+          <h2 className="text-xl font-bold text-gray-800 mb-4">🔥 Top Programs</h2>
+          <div className="flex flex-wrap gap-2">
+            {safePrograms.map((prog: any, i: number) => (
+              <span key={i} className="bg-orange-50 text-orange-700 px-3 py-1 rounded-full text-sm font-semibold border border-orange-200">
+                 {typeof prog === 'string' ? prog : "General Degree"}
+              </span>
+            ))}
+          </div>
+        </div>
+
+        {/* 3. PROS (Green Card) */}
+        <div className="bg-white rounded-2xl p-6 shadow-sm border border-gray-100">
+          <h3 className="text-green-700 font-bold mb-4">✅ Why Study Here?</h3>
+          <ul className="space-y-3">
+            {safePros.map((pro: any, i: number) => (
+              <li key={i} className="flex items-start gap-2 text-gray-600 text-sm">
+                <span className="text-green-500 mt-1">●</span> 
+                {typeof pro === 'string' ? pro : JSON.stringify(pro)}
+              </li>
+            ))}
+          </ul>
+        </div>
+
+        {/* 4. CONS (Red Card) */}
+        <div className="bg-white rounded-2xl p-6 shadow-sm border border-gray-100">
+          <h3 className="text-red-600 font-bold mb-4">⚠️ Considerations</h3>
+          <ul className="space-y-3">
+            {safeCons.map((con: any, i: number) => (
+              <li key={i} className="flex items-start gap-2 text-gray-600 text-sm">
+                <span className="text-red-400 mt-1">●</span> 
+                {typeof con === 'string' ? con : JSON.stringify(con)}
+              </li>
+            ))}
+          </ul>
+        </div>
+      </div>
+    );
+  } catch (err) {
+    console.error("AI Error:", err);
+    return (
+      <div className="p-6 bg-red-50 text-red-600 rounded-lg border border-red-100">
+        <p><strong>AI Analysis Unavailable:</strong> We couldn't generate the report right now.</p>
+      </div>
+    );
+  }
+}
+
+// --- SKELETON: What to show while AI is thinking ---
+function AISkeleton() {
+  return (
+    <div className="grid grid-cols-1 md:grid-cols-2 gap-8 animate-pulse">
+      <div className="md:col-span-1 h-48 bg-gray-200 rounded-2xl"></div>
+      <div className="md:col-span-1 h-48 bg-gray-200 rounded-2xl"></div>
+      <div className="h-48 bg-gray-200 rounded-2xl"></div>
+      <div className="h-48 bg-gray-200 rounded-2xl"></div>
+    </div>
+  );
+}
+
+// --- MAIN PAGE ---
+export default async function UniversityDetailsPage({ params }: { params: Promise<{ id: string }> }) {
+  const { id } = await params;
+
+  // 1. Fetch Main University Data
+  const { data: uni, error } = await supabase
+    .from('universities')
+    .select('*')
+    .eq('id', id)
+    .single();
+
+  if (error || !uni) notFound();
+
+  // 2. Fetch 3 Similar Universities (Same Country, Different ID)
+  const { data: similarUnis } = await supabase
+    .from('universities')
+    .select('id, university_name, rank, country, avg_tuition_usd')
+    .eq('country', uni.country)   // Same Country
+    .neq('id', uni.id)            // Not the current one
+    .limit(3);                    // Get 3
+
+  // Format Fee Helper
+  const formatFee = (amount: number) => 
+    new Intl.NumberFormat('en-US', { style: 'currency', currency: 'USD', maximumFractionDigits: 0 }).format(amount);
+
+  const formattedTuition = uni.avg_tuition_usd ? formatFee(uni.avg_tuition_usd) : "Contact Uni";
+
+  return (
+    <div className="min-h-screen bg-gray-50 p-6 md:p-12">
+      <div className="max-w-5xl mx-auto space-y-8">
+        
+        {/* BACK BUTTON */}
+        <Link href="/dashboard/university" className="inline-flex items-center text-gray-500 hover:text-blue-600 transition-colors font-medium">
+          ← Back to List
+        </Link>
+
+        {/* HEADER */}
+        <div className="bg-white rounded-2xl p-8 shadow-sm border border-gray-100 flex flex-col md:flex-row justify-between items-center gap-6">
+          <div>
+            <div className="flex items-center gap-3 mb-2">
+              <span className="bg-blue-100 text-blue-700 text-xs font-bold px-3 py-1 rounded-full uppercase">{uni.country}</span>
+              <span className="text-gray-400 text-sm font-medium">Rank #{uni.rank}</span>
+            </div>
+            <h1 className="text-4xl font-extrabold text-gray-900">{uni.university_name}</h1>
+            <p className="text-gray-500 mt-2">Annual Fee: <span className="text-green-600 font-bold">{formattedTuition}</span></p>
+          </div>
+          <Link href={`https://www.google.com/search?q=apply+to+${uni.university_name}`} target="_blank" className="bg-blue-600 text-white px-8 py-3 rounded-xl font-bold shadow-lg hover:bg-blue-700 transition-transform hover:-translate-y-1">
+            Apply Now ↗
+          </Link>
+        </div>
+
+        {/* AI SECTION (Wrapped in Suspense) */}
+        <Suspense fallback={<AISkeleton />}>
+           <AIAnalysisSection uniName={uni.university_name} country={uni.country} />
+        </Suspense>
+
+        {/* SIMILAR UNIVERSITIES SECTION */}
+        {similarUnis && similarUnis.length > 0 && (
+          <div className="pt-12 border-t border-gray-200 mt-8">
+            <h3 className="text-2xl font-bold text-gray-900 mb-6">Explore other universities in {uni.country}</h3>
+            
+            <div className="grid grid-cols-1 md:grid-cols-3 gap-6">
+              {similarUnis.map((sim) => (
+                <Link key={sim.id} href={`/dashboard/university/${sim.id}`} className="group block bg-white rounded-xl p-6 border border-gray-200 hover:border-blue-400 hover:shadow-md transition-all">
+                  <div className="flex justify-between items-start mb-4">
+                    <span className="bg-gray-100 text-gray-600 text-xs font-bold px-2 py-1 rounded">Rank #{sim.rank}</span>
+                  </div>
+                  <h4 className="text-lg font-bold text-gray-900 group-hover:text-blue-600 transition-colors truncate">{sim.university_name}</h4>
+                  <p className="text-sm text-gray-500 mt-2">
+                    Est. Fee: <span className="font-semibold text-green-600">{sim.avg_tuition_usd ? formatFee(sim.avg_tuition_usd) : "N/A"}</span>
+                  </p>
+                </Link>
+              ))}
+            </div>
+          </div>
+        )}
+
+      </div>
+    </div>
+  );
+}

next/src/app/dashboard/university/page.tsx

@@ -0,0 +1,151 @@
+import { createClient } from '@supabase/supabase-js';
+import Link from 'next/link';
+import UniversityFilters from '@/components/CountryFilter'; 
+
+const supabase = createClient(
+  process.env.NEXT_PUBLIC_SUPABASE_URL!,
+  process.env.NEXT_PUBLIC_SUPABASE_ANON_KEY!
+);
+
+// ✅ 1. Paginated Country Fetcher (This fixes the dropdown limit)
+async function getCountries() {
+  let allCountries: any[] = [];
+  let from = 0;
+  const pageSize = 1000;
+  let keepFetching = true;
+
+  while (keepFetching) {
+    const { data, error } = await supabase
+      .from('universities')
+      .select('country')
+      .not('country', 'is', null)
+      .order('country', { ascending: true })
+      .range(from, from + pageSize - 1);
+
+    if (error || !data || data.length === 0) {
+      keepFetching = false;
+    } else {
+      allCountries = [...allCountries, ...data];
+      from += pageSize;
+      if (data.length < pageSize) keepFetching = false;
+    }
+  }
+
+  return Array.from(new Set(allCountries.map(item => item.country)));
+}
+
+async function getUniversities(country: string | undefined, search: string | undefined) {
+  let query = supabase
+    .from('universities')
+    .select('*') // This fetches 'avg_tuition_usd' so we can show it
+    .order('rank', { ascending: true, nullsFirst: false })
+    .order('university_name', { ascending: true });
+
+  if (country && country !== "all") query = query.eq('country', country);
+  if (search) query = query.ilike('university_name', `%${search}%`);
+  if (!country && !search) query = query.limit(100);
+
+  const { data, error } = await query;
+  if (error) return [];
+  return data;
+}
+
+export default async function UniversityListPage({
+  searchParams,
+}: {
+  searchParams: Promise<{ country?: string; search?: string }>;
+}) {
+  const params = await searchParams;
+  const selectedCountry = params.country;
+  const searchText = params.search;
+
+  const [universities, countries] = await Promise.all([
+    getUniversities(selectedCountry, searchText),
+    getCountries()
+  ]);
+
+  // ✅ Helper to format currency nicely (e.g. 1500 -> $1,500)
+  const formatCurrency = (amount: number | null) => {
+    if (!amount) return "N/A";
+    return new Intl.NumberFormat('en-US', { style: 'currency', currency: 'USD', maximumFractionDigits: 0 }).format(amount);
+  };
+
+  return (
+    <div className="p-6 md:p-10 max-w-7xl mx-auto">
+      <div className="mb-8">
+        <h1 className="text-3xl md:text-4xl font-bold mb-2 text-blue-900">Find Your University</h1>
+        <p className="text-gray-600">Compare rankings, tuition, and admissions across 1,800+ institutions.</p>
+      </div>
+
+      <UniversityFilters countries={countries} />
+
+      <div className="overflow-hidden border border-gray-200 shadow-xl rounded-xl bg-white">
+        {universities?.length === 0 ? (
+          <div className="text-center py-16 px-6">
+            <h3 className="text-xl font-bold text-gray-800 mb-2">No universities found</h3>
+            <Link href="/dashboard/university" className="text-blue-600 hover:underline">Clear Filters</Link>
+          </div>
+        ) : (
+          <table className="min-w-full">
+            <thead className="bg-blue-600 text-white">
+              <tr>
+                <th className="py-4 px-6 text-left hidden md:table-cell">Rank</th>
+                <th className="py-4 px-6 text-left">University</th>
+                {/* 👇 NEW COLUMN: This is what you were missing! */}
+                <th className="py-4 px-6 text-left">Est. Annual Fee</th>
+                <th className="py-4 px-6 text-left hidden sm:table-cell">Location</th>
+                <th className="py-4 px-6 text-left">Action</th>
+              </tr>
+            </thead>
+            <tbody className="divide-y divide-gray-100">
+              {universities?.map((uni) => (
+                <tr key={uni.id} className="hover:bg-blue-50 transition-colors">
+                  
+                  {/* RANK */}
+                  <td className="py-4 px-6 font-bold text-blue-600 hidden md:table-cell">
+                    {uni.rank === "Unranked" ? <span className="text-gray-400 text-xs">N/A</span> : `#${uni.rank}`}
+                  </td>
+
+                  {/* UNIVERSITY NAME */}
+                  <td className="py-4 px-6 font-medium text-gray-900">
+                    <div className="flex flex-col">
+                      <span className="text-base">{uni.university_name}</span>
+                      <span className="md:hidden text-xs text-gray-500">{uni.country}</span>
+                    </div>
+                  </td>
+
+                  {/* 👇 NEW FEE DATA: Shows the price nicely formatted */}
+                  <td className="py-4 px-6">
+                    <div className="flex flex-col">
+                      <span className="font-bold text-green-700 text-base">
+                        {formatCurrency(uni.avg_tuition_usd)}
+                      </span>
+                      {uni.avg_tuition_usd && (
+                        <span className="text-[10px] uppercase tracking-wide text-gray-400 font-semibold">
+                          Starting from
+                        </span>
+                      )}
+                    </div>
+                  </td>
+
+                  {/* LOCATION */}
+                  <td className="py-4 px-6 text-gray-600 hidden sm:table-cell">{uni.country}</td>
+
+                  {/* ACTION */}
+                  <td className="py-4 px-6">
+                     <Link 
+                       href={`/dashboard/university/${uni.id}`} 
+                       className="px-4 py-2 bg-blue-100 text-blue-700 rounded-md hover:bg-blue-200 text-sm font-bold"
+                     >
+                       View
+                     </Link>
+                  </td>
+                </tr>
+              ))}
+            </tbody>
+          </table>
+        )}
+      </div>
+    </div>
+  );
+}

next/src/app/features/page.tsx

@@ -0,0 +1,237 @@
+import { Card, CardContent, CardDescription, CardHeader, CardTitle } from "@/components/ui/card"
+import { Badge } from "@/components/ui/badge"
+import {
+  Users,
+  FileText,
+  Clock,
+  Shield,
+  Zap,
+  Bell,
+  Award,
+  BrainCircuit,
+  GraduationCap,
+  Map,
+  MessageSquare,
+  Search,
+} from "lucide-react"
+import { Navbar } from "@/components/navbar"
+import { Footer } from "@/components/footer"
+
+const features = [
+  {
+    icon: BrainCircuit,
+    title: "AI Interest Discovery",
+    description:
+      "Our core feature uses advanced psychometric testing and Machine Learning to create a unique profile vector, identifying your hidden talents and interests.",
+    category: "Recommendation Engine",
+  },
+  {
+    icon: Map,
+    title: "4-Year Career Roadmap",
+    description:
+      "Generates a year-by-year timeline suggesting major subjects, projects, internships, and certifications tailored to your chosen career path.",
+    category: "Guidance",
+  },
+  {
+    icon: Search,
+    title: "University Finder",
+    description:
+      "A centralized database allowing you to search and compare universities based on admission criteria, fee structures, and location.",
+    category: "Data Management",
+  },
+  {
+    icon: MessageSquare,
+    title: "Virtual Assistant",
+    description:
+      "An always-available NLP chatbot that answers career-related questions, explains complex field differences, and guides you through the platform.",
+    category: "Support",
+  },
+  {
+    icon: FileText, // Reusing FileText for "Market Trends" as BarChart was removed from imports to keep it clean, or add BarChart back if needed
+    title: "Market Trends Analysis",
+    description:
+      "Real-time visualization of local and global market demands, average salaries, and future growth scope for recommended careers.",
+    category: "Analytics",
+  },
+  {
+    icon: Shield,
+    title: "Secure Profile Management",
+    description:
+      "Enterprise-grade security ensures your psychometric data and personal profile are encrypted and protected from unauthorized access.",
+    category: "Security",
+  },
+  {
+    icon: GraduationCap,
+    title: "Degree Program Matching",
+    description:
+      "Automatically matches your interest profile with specific degree programs offered by top universities, ranked by compatibility score.",
+    category: "Recommendation Engine",
+  },
+  {
+    icon: FileText,
+    title: "Downloadable Reports",
+    description:
+      "Export your full career profile and 4-year roadmap as a professional PDF document for offline reference or printing.",
+    category: "Reporting",
+  },
+  {
+    icon: Bell,
+    title: "Deadline Reminders",
+    description:
+      "Smart notifications alert you about upcoming internship windows, admission deadlines, and critical roadmap milestones.",
+    category: "Communication",
+  },
+  {
+    icon: Zap,
+    title: "Instant Results",
+    description:
+      "Receive your personalized career recommendations and university matches within 5 seconds of completing the assessment.",
+    category: "Performance",
+  },
+  {
+    icon: Users,
+    title: "Supervisor & Admin Portal",
+    description:
+      "Dedicated interfaces for administrators to verify university data, update market trends, and retrain the AI model.",
+    category: "Administration",
+  },
+  {
+    icon: Award,
+    title: "Confidence Scoring",
+    description:
+      "Every recommendation comes with an AI confidence score, ensuring you know exactly how strong the match is before making a decision.",
+    category: "Recommendation Engine",
+  },
+]
+
+export default function FeaturesPage() {
+  return (
+    <div className="flex min-h-screen flex-col">
+      <Navbar />
+      {/* Hero Section */}
+      <section className="border-b bg-linear-to-b from-indigo-50 to-background py-20">
+        <div className="container mx-auto px-4 sm:px-6 lg:px-8">
+          <div className="mx-auto max-w-3xl text-center">
+            <Badge className="mb-4 bg-indigo-100 text-indigo-600 hover:bg-indigo-100">AI-Powered Guidance</Badge>
+            <h1 className="mb-6 text-balance text-4xl font-bold tracking-tight sm:text-5xl">
+              Everything You Need to Find
+              <span className="text-indigo-600"> Your Perfect Career</span>
+            </h1>
+            <p className="text-pretty text-lg text-muted-foreground leading-relaxed">
+              From discovering your hidden interests to mapping out your entire 4-year degree journey, Edu Path AI provides the tools you need to succeed.
+            </p>
+          </div>
+        </div>
+      </section>
+
+      {/* Features Grid */}
+      <section className="py-20">
+        <div className="container mx-auto px-4 sm:px-6 lg:px-8">
+          <div className="grid gap-8 md:grid-cols-2 lg:grid-cols-3">
+            {features.map((feature, index) => (
+              <Card key={index} className="transition-all hover:shadow-lg">
+                <CardHeader>
+                  <div className="mb-4 flex h-12 w-12 items-center justify-center rounded-lg bg-indigo-100">
+                    <feature.icon className="h-6 w-6 text-indigo-600" />
+                  </div>
+                  <Badge variant="outline" className="mb-2 w-fit text-xs">
+                    {feature.category}
+                  </Badge>
+                  <CardTitle className="text-xl">{feature.title}</CardTitle>
+                </CardHeader>
+                <CardContent>
+                  <CardDescription className="text-base leading-relaxed">{feature.description}</CardDescription>
+                </CardContent>
+              </Card>
+            ))}
+          </div>
+        </div>
+      </section>
+
+      {/* Benefits Section */}
+      <section className="border-t bg-muted/50 py-20">
+        <div className="container mx-auto px-4 sm:px-6 lg:px-8">
+          <div className="mx-auto max-w-3xl text-center">
+            <h2 className="mb-4 text-balance text-3xl font-bold tracking-tight">Built for Student Success</h2>
+            <p className="mb-12 text-pretty text-muted-foreground leading-relaxed">
+              Our platform is designed to eliminate confusion and help you make data-driven decisions about your future.
+            </p>
+          </div>
+
+          <div className="grid gap-8 md:grid-cols-3">
+            <Card>
+              <CardHeader>
+                <CardTitle className="flex items-center gap-2 text-indigo-600">
+                  <Clock className="h-5 w-5" />
+                  Save Time
+                </CardTitle>
+              </CardHeader>
+              <CardContent>
+                <p className="text-muted-foreground leading-relaxed">
+                  Stop spending weeks researching different universities. Get all the data you need in one place, instantly.
+                </p>
+              </CardContent>
+            </Card>
+
+            <Card>
+              <CardHeader>
+                <CardTitle className="flex items-center gap-2 text-indigo-600">
+                  <Shield className="h-5 w-5" />
+                  Reduce Risk
+                </CardTitle>
+              </CardHeader>
+              <CardContent>
+                <p className="text-muted-foreground leading-relaxed">
+                  Avoid choosing the wrong field due to pressure. Our AI ensures your choice aligns with your actual aptitude.
+                </p>
+              </CardContent>
+            </Card>
+
+            <Card>
+              <CardHeader>
+                <CardTitle className="flex items-center gap-2 text-indigo-600">
+                  <Zap className="h-5 w-5" />
+                  Stay Focused
+                </CardTitle>
+              </CardHeader>
+              <CardContent>
+                <p className="text-muted-foreground leading-relaxed">
+                  With a clear 4-year roadmap, you'll always know what skills or internships to pursue next.
+                </p>
+              </CardContent>
+            </Card>
+          </div>
+        </div>
+      </section>
+
+      {/* CTA Section */}
+      <section className="py-20">
+        <div className="container mx-auto px-4 sm:px-6 lg:px-8">
+          <Card className="border-indigo-200 bg-linear-to-br from-indigo-50 to-background">
+            <CardHeader className="text-center">
+              <CardTitle className="text-3xl">Ready to Find Your Path?</CardTitle>
+              <CardDescription className="text-base">
+                Join students who are taking control of their future with Edu Path AI.
+              </CardDescription>
+            </CardHeader>
+            <CardContent className="flex flex-col items-center gap-4 sm:flex-row sm:justify-center">
+              <a
+                href="/login"
+                className="inline-flex h-11 items-center justify-center rounded-md bg-indigo-600 px-8 text-sm font-medium text-white shadow transition-colors hover:bg-indigo-700 focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-indigo-600"
+              >
+                Start Free Assessment
+              </a>
+              <a
+                href="/about"
+                className="inline-flex h-11 items-center justify-center rounded-md border border-input bg-background px-8 text-sm font-medium shadow-sm transition-colors hover:bg-accent hover:text-accent-foreground focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring"
+              >
+                Learn More
+              </a>
+            </CardContent>
+          </Card>
+        </div>
+      </section>
+      <Footer />
+    </div>
+  )
+}

next/src/app/globals.css

@@ -0,0 +1,127 @@
+@import "tailwindcss";
+@import "tw-animate-css";
+
+@custom-variant dark (&:is(.dark *));
+
+:root {
+  --background: oklch(1 0 0);
+  --foreground: oklch(0.145 0 0);
+  --card: oklch(1 0 0);
+  --card-foreground: oklch(0.145 0 0);
+  --popover: oklch(1 0 0);
+  --popover-foreground: oklch(0.145 0 0);
+  /* Updated to indigo-600 theme color */
+  --primary: oklch(0.506 0.133 265.754); /* indigo-600 */
+  --primary-foreground: oklch(1 0 0);
+  --secondary: oklch(0.961 0.014 265.754); /* indigo-50 */
+  --secondary-foreground: oklch(0.145 0 0);
+  --muted: oklch(0.97 0 0);
+  --muted-foreground: oklch(0.556 0 0);
+  --accent: oklch(0.725 0.09 265.754); /* indigo-400 */
+  --accent-foreground: oklch(1 0 0);
+  --destructive: oklch(0.577 0.245 27.325);
+  --destructive-foreground: oklch(1 0 0);
+  --border: oklch(0.922 0 0);
+  --input: oklch(0.922 0 0);
+  --ring: oklch(0.506 0.133 265.754);
+  --chart-1: oklch(0.506 0.133 265.754);
+  --chart-2: oklch(0.6 0.118 184.704);
+  --chart-3: oklch(0.398 0.07 227.392);
+  --chart-4: oklch(0.828 0.189 84.429);
+  --chart-5: oklch(0.769 0.188 70.08);
+  --radius: 0.5rem;
+  --sidebar: oklch(0.985 0 0);
+  --sidebar-foreground: oklch(0.145 0 0);
+  --sidebar-primary: oklch(0.506 0.133 265.754);
+  --sidebar-primary-foreground: oklch(1 0 0);
+  --sidebar-accent: oklch(0.97 0 0);
+  --sidebar-accent-foreground: oklch(0.145 0 0);
+  --sidebar-border: oklch(0.922 0 0);
+  --sidebar-ring: oklch(0.708 0 0);
+}
+
+.dark {
+  --background: oklch(0.145 0 0);
+  --foreground: oklch(0.985 0 0);
+  --card: oklch(0.205 0 0);
+  --card-foreground: oklch(0.985 0 0);
+  --popover: oklch(0.205 0 0);
+  --popover-foreground: oklch(0.985 0 0);
+  /* Updated dark mode to complement indigo theme */
+  --primary: oklch(0.725 0.09 265.754); /* indigo-400 */
+  --primary-foreground: oklch(0.145 0 0);
+  --secondary: oklch(0.269 0.03 265.754);
+  --secondary-foreground: oklch(0.985 0 0);
+  --muted: oklch(0.269 0 0);
+  --muted-foreground: oklch(0.708 0 0);
+  --accent: oklch(0.506 0.133 265.754);
+  --accent-foreground: oklch(1 0 0);
+  --destructive: oklch(0.396 0.141 25.723);
+  --destructive-foreground: oklch(1 0 0);
+  --border: oklch(0.269 0 0);
+  --input: oklch(0.269 0 0);
+  --ring: oklch(0.725 0.09 265.754);
+  --chart-1: oklch(0.725 0.09 265.754);
+  --chart-2: oklch(0.696 0.17 162.48);
+  --chart-3: oklch(0.769 0.188 70.08);
+  --chart-4: oklch(0.627 0.265 303.9);
+  --chart-5: oklch(0.645 0.246 16.439);
+  --sidebar: oklch(0.205 0 0);
+  --sidebar-foreground: oklch(0.985 0 0);
+  --sidebar-primary: oklch(0.725 0.09 265.754);
+  --sidebar-primary-foreground: oklch(0.985 0 0);
+  --sidebar-accent: oklch(0.269 0 0);
+  --sidebar-accent-foreground: oklch(0.985 0 0);
+  --sidebar-border: oklch(0.269 0 0);
+  --sidebar-ring: oklch(0.439 0 0);
+}
+
+@theme inline {
+  --font-sans: "Inter", "Inter Fallback", system-ui, sans-serif;
+  --font-mono: "Geist Mono", "Geist Mono Fallback";
+  --color-background: var(--background);
+  --color-foreground: var(--foreground);
+  --color-card: var(--card);
+  --color-card-foreground: var(--card-foreground);
+  --color-popover: var(--popover);
+  --color-popover-foreground: var(--popover-foreground);
+  --color-primary: var(--primary);
+  --color-primary-foreground: var(--primary-foreground);
+  --color-secondary: var(--secondary);
+  --color-secondary-foreground: var(--secondary-foreground);
+  --color-muted: var(--muted);
+  --color-muted-foreground: var(--muted-foreground);
+  --color-accent: var(--accent);
+  --color-accent-foreground: var(--accent-foreground);
+  --color-destructive: var(--destructive);
+  --color-destructive-foreground: var(--destructive-foreground);
+  --color-border: var(--border);
+  --color-input: var(--input);
+  --color-ring: var(--ring);
+  --color-chart-1: var(--chart-1);
+  --color-chart-2: var(--chart-2);
+  --color-chart-3: var(--chart-3);
+  --color-chart-4: var(--chart-4);
+  --color-chart-5: var(--chart-5);
+  --radius-sm: calc(var(--radius) - 4px);
+  --radius-md: calc(var(--radius) - 2px);
+  --radius-lg: var(--radius);
+  --radius-xl: calc(var(--radius) + 4px);
+  --color-sidebar: var(--sidebar);
+  --color-sidebar-foreground: var(--sidebar-foreground);
+  --color-sidebar-primary: var(--sidebar-primary);
+  --color-sidebar-primary-foreground: var(--sidebar-primary-foreground);
+  --color-sidebar-accent: var(--sidebar-accent);
+  --color-sidebar-accent-foreground: var(--sidebar-accent-foreground);
+  --color-sidebar-border: var(--sidebar-border);
+  --color-sidebar-ring: var(--sidebar-ring);
+}
+
+@layer base {
+  * {
+    @apply border-border outline-ring/50;
+  }
+  body {
+    @apply bg-background text-foreground;
+  }
+}

next/src/app/layout.tsx

@@ -0,0 +1,55 @@
+import type { Metadata } from "next";
+import { Geist, Geist_Mono } from "next/font/google";
+import "./globals.css";
+import { Toaster } from "@/components/ui/sonner"
+
+const geistSans = Geist({
+  variable: "--font-geist-sans",
+  subsets: ["latin"],
+});
+
+const geistMono = Geist_Mono({
+  variable: "--font-geist-mono",
+  subsets: ["latin"],
+});
+
+export const metadata: Metadata = {
+  title: "Edu Path AI - University Workflow Automation",
+  description:
+    "Centralized university workflow automation platform for Final Year Project management and Student Degree Clearance.",
+  generator: "v0.app",
+  icons: {
+    icon: [
+      {
+        url: "/icon-light-32x32.png",
+        media: "(prefers-color-scheme: light)",
+      },
+      {
+        url: "/icon-dark-32x32.png",
+        media: "(prefers-color-scheme: dark)",
+      },
+      {
+        url: "/icon.svg",
+        type: "image/svg+xml",
+      },
+    ],
+    apple: "/apple-icon.png",
+  },
+}
+
+export default function RootLayout({
+  children,
+}: Readonly<{
+  children: React.ReactNode;
+}>) {
+  return (
+    <html lang="en">
+      <body
+        className={`${geistSans.variable} ${geistMono.variable} antialiased`}
+      >
+        {children}
+        <Toaster />
+      </body>
+    </html>
+  );
+}

next/src/app/login/page.tsx

@@ -0,0 +1,118 @@
+"use client"
+
+import { useState } from "react"
+import { useRouter } from "next/navigation"
+import { useForm } from "react-hook-form"
+import { zodResolver } from "@hookform/resolvers/zod"
+import { loginSchema, LoginSchema } from "@/lib/validations/login"
+import Link from "next/link"
+
+import { Button } from "@/components/ui/button"
+import { Input } from "@/components/ui/input"
+import {
+  Form,
+  FormControl,
+  FormField,
+  FormItem,
+  FormLabel,
+  FormMessage,
+} from "@/components/ui/form"
+import { Card, CardHeader, CardTitle, CardContent, CardDescription, CardFooter } from "@/components/ui/card"
+
+export default function LoginPage() {
+  const [loading, setLoading] = useState(false)
+  const router = useRouter()
+
+  const form = useForm<LoginSchema>({
+    resolver: zodResolver(loginSchema),
+    defaultValues: {
+      email: "",
+      password: "",
+    },
+  })
+
+  async function onSubmit(data: LoginSchema) {
+    setLoading(true)
+    const response = await fetch("/api/auth/login", {
+      method: "POST",
+      headers: { "Content-Type": "application/json" },
+      body: JSON.stringify(data),
+    })
+
+    const result = await response.json()
+    setLoading(false)
+
+    if (!response.ok) {
+      alert(result.error)
+      return
+    }
+
+    router.push("/dashboard") // Redirect to main app after login
+    router.refresh()
+  }
+
+  return (
+    <div className="flex min-h-screen flex-col items-center justify-center bg-gray-50 px-4">
+      {/* BRANDING */}
+      <div className="mb-8 text-center">
+        <h1 className="text-3xl font-bold text-indigo-600">EduPath AI</h1>
+        <p className="text-sm text-gray-500">Your personalized learning journey</p>
+      </div>
+
+      <Card className="w-full max-w-sm shadow-lg">
+        <CardHeader className="space-y-1">
+          <CardTitle className="text-2xl font-bold">Sign In</CardTitle>
+          <CardDescription>Enter your email and password to access your account.</CardDescription>
+        </CardHeader>
+        <CardContent>
+          <Form {...form}>
+            <form onSubmit={form.handleSubmit(onSubmit)} className="space-y-4">
+              
+              <FormField
+                control={form.control}
+                name="email"
+                render={({ field }) => (
+                  <FormItem>
+                    <FormLabel>Email</FormLabel>
+                    <FormControl>
+                      <Input placeholder=" " {...field} />
+                    </FormControl>
+                    <FormMessage />
+                  </FormItem>
+                )}
+              />
+
+              <FormField
+                control={form.control}
+                name="password"
+                render={({ field }) => (
+                  <FormItem>
+                    <FormLabel>Password</FormLabel>
+                    <FormControl>
+                      <Input type="password" placeholder=" " {...field} />
+                    </FormControl>
+                    <FormMessage />
+                  </FormItem>
+                )}
+              />
+
+              <Button type="submit" className="w-full bg-indigo-600 hover:bg-indigo-700" disabled={loading}>
+                {loading ? "Signing in..." : "Sign In"}
+              </Button>
+            </form>
+          </Form>
+        </CardContent>
+        
+        {/* FOOTER: Link to Register */}
+        <CardFooter className="justify-center border-t p-4">
+          <p className="text-sm text-gray-600">
+            Don't have an account?{" "}
+            <Link href="/register" className="font-semibold text-indigo-600 hover:underline">
+              Sign up
+            </Link>
+          </p>
+        </CardFooter>
+      </Card>
+    </div>
+  )
+}

next/src/app/page.tsx

@@ -0,0 +1,194 @@
+import Link from "next/link"
+import { Button } from "@/components/ui/button"
+import { Card, CardDescription, CardHeader, CardTitle } from "@/components/ui/card"
+import { Navbar } from "@/components/navbar"
+import { Footer } from "@/components/footer"
+import { GraduationCap, FileText, Users, CheckCircle2, ArrowRight, Sparkles, Shield, Zap } from "lucide-react"
+
+export default function HomePage() {
+  return (
+    <div className="min-h-screen flex flex-col">
+      <Navbar />
+
+      <main className="flex-1">
+        {/* Hero Section */}
+        <section className="relative py-20 md:py-32 overflow-hidden">
+          <div className="absolute inset-0 bg-linear-to-br from-primary/5 via-transparent to-accent/5" />
+          <div className="container mx-auto px-4 sm:px-6 lg:px-8 relative">
+            <div className="max-w-4xl mx-auto text-center space-y-8">
+              <div className="inline-flex items-center gap-2 px-4 py-2 rounded-full border bg-secondary/50 text-sm font-medium text-primary">
+                <Sparkles className="h-4 w-4" />
+                <span>AI-Powered Career Guidance</span>
+              </div>
+              <h1 className="text-4xl md:text-5xl lg:text-6xl font-bold tracking-tight text-balance">
+                {"Discover Your Perfect Career Path with "}
+                <span className="text-primary">Intelligent AI</span>
+              </h1>
+              <p className="text-lg md:text-xl text-muted-foreground leading-relaxed text-pretty max-w-2xl mx-auto">
+                Stop guessing your future. Our AI recommendation system analyzes your interests through psychometric tests
+                to suggest the best degrees and universities for you.
+              </p>
+              <div className="flex flex-col sm:flex-row gap-4 justify-center">
+                <Button size="lg" asChild>
+                  <Link href="/login">
+                    Get Started <ArrowRight className="ml-2 h-4 w-4" />
+                  </Link>
+                </Button>
+                <Button size="lg" variant="outline" asChild>
+                  <Link href="/about">Learn More</Link>
+                </Button>
+              </div>
+            </div>
+          </div>
+        </section>
+
+        {/* Stats Section */}
+        <section className="py-12 bg-card border-y">
+          <div className="container mx-auto px-4 sm:px-6 lg:px-8">
+            <div className="grid grid-cols-1 md:grid-cols-3 gap-8 text-center">
+              <div className="space-y-2">
+                <p className="text-4xl font-bold text-primary">85%</p>
+                <p className="text-sm text-muted-foreground">Match Accuracy</p>
+              </div>
+              <div className="space-y-2">
+                <p className="text-4xl font-bold text-primary">30+</p>
+                <p className="text-sm text-muted-foreground">Career Clusters</p>
+              </div>
+              <div className="space-y-2">
+                <p className="text-4xl font-bold text-primary">100+</p>
+                <p className="text-sm text-muted-foreground">Universities Indexed</p>
+              </div>
+            </div>
+          </div>
+        </section>
+
+        {/* Features Section */}
+        <section className="py-20 md:py-32">
+          <div className="container mx-auto px-4 sm:px-6 lg:px-8">
+            <div className="text-center max-w-3xl mx-auto mb-16 space-y-4">
+              <h2 className="text-3xl md:text-4xl font-bold text-balance">
+                {"Complete Platform for "}
+                <span className="text-primary">Future Success</span>
+              </h2>
+              <p className="text-lg text-muted-foreground leading-relaxed">
+                Everything you need to make informed decisions about your education and career in one powerful platform.
+              </p>
+            </div>
+
+            <div className="grid grid-cols-1 md:grid-cols-2 lg:grid-cols-3 gap-6">
+              <Card className="border-2 hover:border-primary/50 transition-colors">
+                <CardHeader>
+                  <div className="h-12 w-12 rounded-lg bg-primary/10 flex items-center justify-center mb-4">
+                    <FileText className="h-6 w-6 text-primary" />
+                  </div>
+                  <CardTitle>Psychometric Testing</CardTitle>
+                  <CardDescription>
+                    Take our comprehensive test to discover your hidden talents. Our AI analyzes your aptitude and
+                    interests to generate a unique profile vector for accurate career matching.
+                  </CardDescription>
+                </CardHeader>
+              </Card>
+
+              <Card className="border-2 hover:border-primary/50 transition-colors">
+                <CardHeader>
+                  <div className="h-12 w-12 rounded-lg bg-primary/10 flex items-center justify-center mb-4">
+                    <CheckCircle2 className="h-6 w-6 text-primary" />
+                  </div>
+                  <CardTitle>University Finder</CardTitle>
+                  <CardDescription>
+                    Compare admission criteria, fee structures, and course outlines across different universities
+                    to find the institution that best fits your needs and budget.
+                  </CardDescription>
+                </CardHeader>
+              </Card>
+
+              <Card className="border-2 hover:border-primary/50 transition-colors">
+                <CardHeader>
+                  <div className="h-12 w-12 rounded-lg bg-primary/10 flex items-center justify-center mb-4">
+                    <Users className="h-6 w-6 text-primary" />
+                  </div>
+                  <CardTitle>Virtual Assistant</CardTitle>
+                  <CardDescription>
+                    Have questions about a specific field? Our NLP-powered chatbot is available 24/7 to explain
+                    complex career differences and guide you through the platform.
+                  </CardDescription>
+                </CardHeader>
+              </Card>
+
+              <Card className="border-2 hover:border-primary/50 transition-colors">
+                <CardHeader>
+                  <div className="h-12 w-12 rounded-lg bg-primary/10 flex items-center justify-center mb-4">
+                    <GraduationCap className="h-6 w-6 text-primary" />
+                  </div>
+                  <CardTitle>4-Year Career Roadmap</CardTitle>
+                  <CardDescription>
+                    Get a year-by-year plan tailored to your chosen field. We outline major subjects, projects,
+                    skills, and internships you need to focus on to succeed.
+                  </CardDescription>
+                </CardHeader>
+              </Card>
+
+              <Card className="border-2 hover:border-primary/50 transition-colors">
+                <CardHeader>
+                  <div className="h-12 w-12 rounded-lg bg-primary/10 flex items-center justify-center mb-4">
+                    <Zap className="h-6 w-6 text-primary" />
+                  </div>
+                  <CardTitle>Market Trends</CardTitle>
+                  <CardDescription>
+                    Stay ahead of the curve with real-time insights into local and global market demands,
+                    average salaries, and future growth scope for various careers.
+                  </CardDescription>
+                </CardHeader>
+              </Card>
+
+              <Card className="border-2 hover:border-primary/50 transition-colors">
+                <CardHeader>
+                  <div className="h-12 w-12 rounded-lg bg-primary/10 flex items-center justify-center mb-4">
+                    <Shield className="h-6 w-6 text-primary" />
+                  </div>
+                  <CardTitle>Secure & Private</CardTitle>
+                  <CardDescription>
+                    Your personal data and test results are encrypted and stored securely. We prioritize your privacy
+                    while helping you build your future.
+                  </CardDescription>
+                </CardHeader>
+              </Card>
+            </div>
+          </div>
+        </section>
+
+        {/* CTA Section */}
+        <section className="py-20 bg-primary text-primary-foreground">
+          <div className="container mx-auto px-4 sm:px-6 lg:px-8">
+            <div className="max-w-3xl mx-auto text-center space-y-6">
+              <h2 className="text-3xl md:text-4xl font-bold text-balance">
+                Ready to Find Your True Calling?
+              </h2>
+              <p className="text-lg text-primary-foreground/90 leading-relaxed">
+                Join thousands of students using Edu Path AI to make data-driven decisions about their education
+                and future careers.
+              </p>
+              <div className="flex flex-col sm:flex-row gap-4 justify-center pt-4">
+                <Button size="lg" variant="secondary" asChild>
+                  <Link href="/login">
+                    Start Assessment <ArrowRight className="ml-2 h-4 w-4" />
+                  </Link>
+                </Button>
+                <Button
+                  size="lg"
+                  variant="outline"
+                  className="bg-transparent border-primary-foreground text-primary-foreground hover:bg-primary-foreground/10"
+                  asChild
+                >
+                  <Link href="/about">Learn More</Link>
+                </Button>
+              </div>
+            </div>
+          </div>
+        </section>
+      </main>
+
+      <Footer />
+    </div>
+  )
+}

next/src/app/register/page.tsx

@@ -0,0 +1,154 @@
+"use client"
+
+import { useState } from "react"
+import { useRouter } from "next/navigation"
+import { useForm } from "react-hook-form"
+import { zodResolver } from "@hookform/resolvers/zod"
+import { z } from "zod"
+import Link from "next/link"
+
+import { Button } from "@/components/ui/button"
+import { Input } from "@/components/ui/input"
+import {
+  Form,
+  FormControl,
+  FormField,
+  FormItem,
+  FormLabel,
+  FormMessage,
+} from "@/components/ui/form"
+import { Card, CardHeader, CardTitle, CardContent, CardDescription, CardFooter } from "@/components/ui/card"
+
+// --- 1. DEFINE SCHEMA HERE (Eliminates import errors) ---
+const registerSchema = z.object({
+  name: z.string().min(3, { message: "Name must be at least 3 characters." }),
+  email: z.string().email({ message: "Please enter a valid email address." }),
+  password: z.string().min(6, { message: "Password must be at least 6 characters." }),
+  // This is the strict part:
+  role: z.enum(["STUDENT", "ADMIN"]),
+})
+
+// --- 2. INFER THE TYPE AUTOMATICALLY ---
+type RegisterFormValues = z.infer<typeof registerSchema>
+
+export default function RegisterPage() {
+  const [loading, setLoading] = useState(false)
+  const router = useRouter()
+
+  // --- 3. THE FIX: Explicitly tell useForm what the type is ---
+  const form = useForm<RegisterFormValues>({
+    resolver: zodResolver(registerSchema),
+    defaultValues: {
+      name: "",
+      email: "",
+      password: "",
+      // THE MAGIC FIX: 'as const' tells TS this is the Enum value, not just a string
+      role: "STUDENT" as const, 
+    },
+  })
+
+  async function onSubmit(data: RegisterFormValues) {
+    setLoading(true)
+    
+    try {
+      const response = await fetch("/api/auth/register", {
+        method: "POST",
+        headers: { "Content-Type": "application/json" },
+        body: JSON.stringify(data),
+      })
+
+      const result = await response.json()
+
+      if (!response.ok) {
+        alert(result.error || "Something went wrong")
+        console.log(result)
+        return
+      }
+
+      alert("Account created successfully! Please login.")
+      router.push("/login")
+      
+    } catch (error) {
+      alert("Something went wrong")
+    } finally {
+      setLoading(false)
+    }
+  }
+
+  return (
+    <div className="flex min-h-screen flex-col items-center justify-center bg-gray-50 px-4">
+      <div className="mb-8 text-center">
+        <h1 className="text-3xl font-bold text-indigo-600">EduPath AI</h1>
+        <p className="text-sm text-gray-500">Join us to start your career journey</p>
+      </div>
+
+      <Card className="w-full max-w-sm shadow-lg">
+        <CardHeader className="space-y-1">
+          <CardTitle className="text-2xl font-bold">Create Account</CardTitle>
+          <CardDescription>Enter your details below to create your account.</CardDescription>
+        </CardHeader>
+        <CardContent>
+          <Form {...form}>
+            <form onSubmit={form.handleSubmit(onSubmit)} className="space-y-4">
+              
+              <FormField
+                control={form.control}
+                name="name"
+                render={({ field }) => (
+                  <FormItem>
+                    <FormLabel>Full Name</FormLabel>
+                    <FormControl>
+                      <Input placeholder=" " {...field} />
+                    </FormControl>
+                    <FormMessage />
+                  </FormItem>
+                )}
+              />
+
+              <FormField
+                control={form.control}
+                name="email"
+                render={({ field }) => (
+                  <FormItem>
+                    <FormLabel>Email</FormLabel>
+                    <FormControl>
+                      <Input placeholder=" " {...field} />
+                    </FormControl>
+                    <FormMessage />
+                  </FormItem>
+                )}
+              />
+
+              <FormField
+                control={form.control}
+                name="password"
+                render={({ field }) => (
+                  <FormItem>
+                    <FormLabel>Password</FormLabel>
+                    <FormControl>
+                      <Input type="password" placeholder=" " {...field} />
+                    </FormControl>
+                    <FormMessage />
+                  </FormItem>
+                )}
+              />
+
+              <Button type="submit" className="w-full bg-indigo-600 hover:bg-indigo-700" disabled={loading}>
+                {loading ? "Creating Account..." : "Sign Up"}
+              </Button>
+            </form>
+          </Form>
+        </CardContent>
+        
+        <CardFooter className="justify-center border-t p-4">
+          <p className="text-sm text-gray-600">
+            Already have an account?{" "}
+            <Link href="/login" className="font-semibold text-indigo-600 hover:underline">
+              Sign in
+            </Link>
+          </p>
+        </CardFooter>
+      </Card>
+    </div>
+  )
+}

next/src/components/CountryFilter.tsx

@@ -0,0 +1,42 @@
+"use client"
+
+import { useRouter, useSearchParams } from 'next/navigation';
+
+export default function CountryFilter({ countries }: { countries: string[] }) {
+  const router = useRouter();
+  const searchParams = useSearchParams();
+  const selectedCountry = searchParams.get('country') || "";
+
+  const handleChange = (e: React.ChangeEvent<HTMLSelectElement>) => {
+    const country = e.target.value;
+    
+    // 👇 CRITICAL CHANGE: Updated paths to /dashboard/university
+    if (country === "all") {
+      router.push('/dashboard/university');
+    } else {
+      router.push(`/dashboard/university?country=${country}`);
+    }
+  };
+
+  return (
+    <div className="mb-8">
+      <label className="block text-sm font-medium text-gray-700 mb-2">
+        Filter by Country
+      </label>
+      <div className="relative">
+        <select
+          value={selectedCountry}
+          onChange={handleChange}
+          className="block w-full max-w-xs pl-3 pr-10 py-3 text-base border-gray-300 focus:outline-none focus:ring-blue-500 focus:border-blue-500 sm:text-sm rounded-md shadow-sm bg-white text-gray-900 cursor-pointer"
+        >
+          <option value="all">All Countries</option>
+          {countries.map((country) => (
+            <option key={country} value={country}>
+              {country}
+            </option>
+          ))}
+        </select>
+      </div>
+    </div>
+  );
+}

next/src/components/UniversityCard.tsx

@@ -0,0 +1,83 @@
+import Link from 'next/link';
+
+interface University {
+  id: string;
+  name: string;
+  location: string;
+  ranking?: number;
+  feeStructure?: number;
+}
+
+// Function to generate a consistent color based on the university name
+// This ensures "Harvard" is always the same color on refresh.
+const getGradient = (name: string) => {
+  const colors = [
+    'from-blue-500 to-cyan-400',
+    'from-purple-600 to-indigo-500',
+    'from-emerald-500 to-teal-400',
+    'from-orange-500 to-amber-400',
+    'from-rose-500 to-pink-500',
+    'from-slate-700 to-slate-600',
+  ];
+  let hash = 0;
+  for (let i = 0; i < name.length; i++) {
+    hash = name.charCodeAt(i) + ((hash << 5) - hash);
+  }
+  return colors[Math.abs(hash) % colors.length];
+};
+
+export default function UniversityCard({ uni }: { uni: University }) {
+  const gradient = getGradient(uni.name);
+
+  return (
+    <Link 
+      href={`/university/${uni.id}`}
+      className="group bg-white rounded-xl border border-gray-200 shadow-sm hover:shadow-xl hover:-translate-y-1 transition-all duration-300 overflow-hidden flex flex-col h-full"
+    >
+      {/* 1. Header with Gradient & Initial (Visual Interest) */}
+      <div className={`h-32 bg-linear-to-br ${gradient} p-4 flex items-start justify-between relative`}>
+        <div className="bg-white/20 backdrop-blur-sm p-2 rounded-lg text-white">
+          {/* Use the first letter as a logo placeholder */}
+          <span className="text-2xl font-bold font-serif">{uni.name.charAt(0)}</span>
+        </div>
+        
+        {/* Ranking Badge */}
+        {uni.ranking && uni.ranking > 0 && (
+          <span className="bg-black/30 backdrop-blur-md text-white text-xs font-semibold px-3 py-1 rounded-full border border-white/20">
+            #{uni.ranking} Global Rank
+          </span>
+        )}
+      </div>
+
+      {/* 2. Content Body */}
+      <div className="p-5 flex-1 flex flex-col">
+        <h3 className="text-xl font-bold text-gray-900 group-hover:text-blue-600 transition-colors line-clamp-2 mb-2">
+          {uni.name}
+        </h3>
+        
+        <div className="flex items-center text-gray-500 text-sm mb-4">
+          <svg className="w-4 h-4 mr-1" fill="none" stroke="currentColor" viewBox="0 0 24 24"><path strokeLinecap="round" strokeLinejoin="round" strokeWidth="2" d="M17.657 16.657L13.414 20.9a1.998 1.998 0 01-2.827 0l-4.244-4.243a8 8 0 1111.314 0z"></path><path strokeLinecap="round" strokeLinejoin="round" strokeWidth="2" d="M15 11a3 3 0 11-6 0 3 3 0 016 0z"></path></svg>
+          {uni.location}
+        </div>
+
+        {/* Spacer to push footer down */}
+        <div className="flex-1"></div>
+
+        {/* 3. Footer Stats */}
+        <div className="pt-4 border-t border-gray-100 flex items-center justify-between mt-2">
+          <div>
+            <p className="text-xs text-gray-400 uppercase font-semibold">Tuition</p>
+            <p className="text-green-600 font-bold">
+              {uni.feeStructure 
+                ? `$${uni.feeStructure.toLocaleString()}` 
+                : 'Check website'}
+            </p>
+          </div>
+          <span className="text-blue-600 text-sm font-medium group-hover:translate-x-1 transition-transform flex items-center">
+            View <span className="ml-1">→</span>
+          </span>
+        </div>
+      </div>
+    </Link>
+  );
+}

next/src/components/dashboard-sidebar.tsx

@@ -0,0 +1,83 @@
+"use client"
+
+import Link from "next/link"
+import { usePathname } from "next/navigation"
+import {
+  Home, Info, Sparkles, BookOpen, Mail, User,
+  LayoutDashboard, GraduationCap, Map
+} from "lucide-react"
+import {
+  Sidebar, SidebarContent, SidebarFooter, SidebarHeader,
+  SidebarMenu, SidebarMenuButton, SidebarMenuItem,
+  SidebarRail, SidebarGroup, SidebarGroupContent
+} from "@/components/ui/sidebar"
+import { Avatar, AvatarFallback } from "@/components/ui/avatar"
+
+// Define Menu Items Globally
+const menuItems = [
+  { title: "Dashboard", url: "/dashboard", icon: LayoutDashboard },
+  { title: "Universities", url: "/university", icon: GraduationCap },
+  { title: "Degree Roadmap", url: "/dashboard/roadmap", icon: Map },
+  { title: "Home", url: "/", icon: Home },
+  { title: "About", url: "/about-us", icon: Info },
+  { title: "Features", url: "/features", icon: Sparkles },
+  { title: "Blogs", url: "/blogs", icon: BookOpen },
+  { title: "Contact Us", url: "/contact-us", icon: Mail },
+]
+
+export function DashboardSidebar() {
+  const pathname = usePathname();
+
+  return (
+    <Sidebar collapsible="icon" className="border-r bg-white">
+      <SidebarHeader className="border-b p-4">
+        <SidebarMenu>
+          <SidebarMenuItem>
+            <SidebarMenuButton size="lg">
+              <Avatar className="h-8 w-8 rounded-lg border-2 border-indigo-600">
+                <AvatarFallback className="bg-indigo-600 text-white">
+                  <User className="h-4 w-4" />
+                </AvatarFallback>
+              </Avatar>
+              <div className="grid flex-1 text-left text-sm leading-tight">
+                <span className="truncate font-semibold">Welcome back!</span>
+                <span className="truncate text-xs text-muted-foreground">Student</span>
+              </div>
+            </SidebarMenuButton>
+          </SidebarMenuItem>
+        </SidebarMenu>
+      </SidebarHeader>
+
+      <SidebarContent className="p-2">
+        <SidebarGroup>
+          <SidebarGroupContent>
+            <SidebarMenu className="space-y-1">
+              {menuItems.map((item) => (
+                <SidebarMenuItem key={item.title}>
+                  <SidebarMenuButton
+                    asChild
+                    isActive={pathname === item.url}
+                    tooltip={item.title}
+                    className="hover:bg-indigo-50 hover:text-indigo-600 transition-colors data-[active=true]:bg-indigo-50 data-[active=true]:text-indigo-600"
+                  >
+                    <Link href={item.url}>
+                      <item.icon className="h-5 w-5" />
+                      <span className="font-medium">{item.title}</span>
+                    </Link>
+                  </SidebarMenuButton>
+                </SidebarMenuItem>
+              ))}
+            </SidebarMenu>
+          </SidebarGroupContent>
+        </SidebarGroup>
+      </SidebarContent>
+
+      <SidebarFooter className="border-t p-4">
+        <div className="text-center text-xs text-muted-foreground group-data-[collapsible=icon]:hidden">
+          © 2025 Edu Path AI
+        </div>
+      </SidebarFooter>
+      <SidebarRail />
+    </Sidebar>
+  )
+}

next/src/components/footer.tsx

@@ -0,0 +1,86 @@
+import Link from "next/link"
+import { GraduationCap, Mail, Phone, MapPin } from "lucide-react"
+
+export function Footer() {
+  return (
+    <footer className="border-t bg-card">
+      <div className="container mx-auto px-4 sm:px-6 lg:px-8 py-12">
+        <div className="grid grid-cols-1 gap-8 md:grid-cols-2 lg:grid-cols-4">
+          {/* Brand */}
+          <div className="space-y-4">
+            <Link href="/" className="flex items-center gap-2 font-semibold text-lg">
+              <div className="flex h-10 w-10 items-center justify-center rounded-lg bg-primary">
+                <GraduationCap className="h-6 w-6 text-primary-foreground" />
+              </div>
+              <span>Edu Path AI</span>
+            </Link>
+            <p className="text-sm text-muted-foreground leading-relaxed">
+              Empowering students with AI-driven career guidance and personalized university recommendations for a brighter future.
+            </p>
+          </div>
+
+          {/* Quick Links */}
+          <div>
+            <h3 className="font-semibold mb-4">Quick Links</h3>
+            <ul className="space-y-3 text-sm">
+              <li>
+                <Link href="/" className="text-muted-foreground hover:text-primary transition-colors">
+                  Home
+                </Link>
+              </li>
+              <li>
+                <Link href="/about" className="text-muted-foreground hover:text-primary transition-colors">
+                  About Us
+                </Link>
+              </li>
+              <li>
+                <Link href="/blog" className="text-muted-foreground hover:text-primary transition-colors">
+                  Career Blog
+                </Link>
+              </li>
+              <li>
+                <Link href="/contact" className="text-muted-foreground hover:text-primary transition-colors">
+                  Contact
+                </Link>
+              </li>
+            </ul>
+          </div>
+
+          {/* Solutions */}
+          <div>
+            <h3 className="font-semibold mb-4">Our Services</h3>
+            <ul className="space-y-3 text-sm">
+              <li className="text-muted-foreground">Psychometric Testing</li>
+              <li className="text-muted-foreground">University Finder</li>
+              <li className="text-muted-foreground">4-Year Roadmap</li>
+              <li className="text-muted-foreground">Market Trend Analysis</li>
+            </ul>
+          </div>
+
+          {/* Contact Info */}
+          <div>
+            <h3 className="font-semibold mb-4">Contact Us</h3>
+            <ul className="space-y-3 text-sm">
+              <li className="flex items-start gap-2 text-muted-foreground">
+                <Mail className="h-4 w-4 mt-0.5 shrink-0" />
+                <span>support@edupathai.com</span>
+              </li>
+              <li className="flex items-start gap-2 text-muted-foreground">
+                <Phone className="h-4 w-4 mt-0.5 shrink-0" />
+                <span>+92 (334) 061-5582</span>
+              </li>
+              <li className="flex items-start gap-2 text-muted-foreground">
+                <MapPin className="h-4 w-4 mt-0.5 shrink-0" />
+                <span>Lahore Garrison University, Lahore</span>
+              </li>
+            </ul>
+          </div>
+        </div>
+
+        <div className="mt-12 pt-8 border-t text-center text-sm text-muted-foreground">
+          <p>&copy; {new Date().getFullYear()} Edu Path AI. All rights reserved.</p>
+        </div>
+      </div>
+    </footer>
+  )
+}

next/src/components/navbar.tsx

@@ -0,0 +1,91 @@
+"use client"
+
+import Link from "next/link"
+import { usePathname } from "next/navigation"
+import { Button } from "@/components/ui/button"
+import { GraduationCap, Menu, X } from "lucide-react"
+import { useState } from "react"
+import { cn } from "@/lib/utils"
+
+export function Navbar() {
+  const pathname = usePathname()
+  const [mobileMenuOpen, setMobileMenuOpen] = useState(false)
+
+  const navItems = [
+    { href: "/", label: "Home" },
+    { href: "/about-us", label: "About" },
+    { href: "/features", label: "Features" },
+    { href: "/blogs", label: "Blog" },
+    { href: "/contact-us", label: "Contact" },
+  ]
+
+  return (
+    <nav className="sticky top-0 z-50 border-b bg-background/95 backdrop-blur supports-backdrop-filter:bg-background/60">
+      <div className="container mx-auto px-4 sm:px-6 lg:px-8">
+        <div className="flex h-16 items-center justify-between">
+          {/* Logo */}
+          <Link href="/" className="flex items-center gap-2 font-semibold text-lg">
+            <div className="flex h-10 w-10 items-center justify-center rounded-lg bg-primary">
+              <GraduationCap className="h-6 w-6 text-primary-foreground" />
+            </div>
+            <span className="text-foreground">Edu Path AI</span>
+          </Link>
+
+          {/* Desktop Navigation */}
+          <div className="hidden md:flex md:items-center md:gap-8">
+            {navItems.map((item) => (
+              <Link
+                key={item.href}
+                href={item.href}
+                className={cn(
+                  "text-sm font-medium transition-colors hover:text-primary",
+                  pathname === item.href ? "text-primary" : "text-muted-foreground",
+                )}
+              >
+                {item.label}
+              </Link>
+            ))}
+          </div>
+
+          {/* CTA Button */}
+          <div className="hidden md:block">
+            <Button asChild>
+              <Link href="/login">Get Started</Link>
+            </Button>
+          </div>
+
+          {/* Mobile Menu Button */}
+          <button className="md:hidden" onClick={() => setMobileMenuOpen(!mobileMenuOpen)} aria-label="Toggle menu">
+            {mobileMenuOpen ? <X className="h-6 w-6" /> : <Menu className="h-6 w-6" />}
+          </button>
+        </div>
+
+        {/* Mobile Navigation */}
+        {mobileMenuOpen && (
+          <div className="border-t py-4 md:hidden">
+            <div className="flex flex-col gap-4">
+              {navItems.map((item) => (
+                <Link
+                  key={item.href}
+                  href={item.href}
+                  onClick={() => setMobileMenuOpen(false)}
+                  className={cn(
+                    "text-sm font-medium transition-colors hover:text-primary",
+                    pathname === item.href ? "text-primary" : "text-muted-foreground",
+                  )}
+                >
+                  {item.label}
+                </Link>
+              ))}
+              <Button asChild className="w-full">
+                <Link href="/login" onClick={() => setMobileMenuOpen(false)}>
+                  Get Started
+                </Link>
+              </Button>
+            </div>
+          </div>
+        )}
+      </div>
+    </nav>
+  )
+}

next/src/components/ui/avatar.tsx

@@ -0,0 +1,53 @@
+"use client"
+
+import * as React from "react"
+import * as AvatarPrimitive from "@radix-ui/react-avatar"
+
+import { cn } from "@/lib/utils"
+
+function Avatar({
+  className,
+  ...props
+}: React.ComponentProps<typeof AvatarPrimitive.Root>) {
+  return (
+    <AvatarPrimitive.Root
+      data-slot="avatar"
+      className={cn(
+        "relative flex size-8 shrink-0 overflow-hidden rounded-full",
+        className
+      )}
+      {...props}
+    />
+  )
+}
+
+function AvatarImage({
+  className,
+  ...props
+}: React.ComponentProps<typeof AvatarPrimitive.Image>) {
+  return (
+    <AvatarPrimitive.Image
+      data-slot="avatar-image"
+      className={cn("aspect-square size-full", className)}
+      {...props}
+    />
+  )
+}
+
+function AvatarFallback({
+  className,
+  ...props
+}: React.ComponentProps<typeof AvatarPrimitive.Fallback>) {
+  return (
+    <AvatarPrimitive.Fallback
+      data-slot="avatar-fallback"
+      className={cn(
+        "bg-muted flex size-full items-center justify-center rounded-full",
+        className
+      )}
+      {...props}
+    />
+  )
+}
+
+export { Avatar, AvatarImage, AvatarFallback }

next/src/components/ui/badge.tsx

@@ -0,0 +1,46 @@
+import * as React from "react"
+import { Slot } from "@radix-ui/react-slot"
+import { cva, type VariantProps } from "class-variance-authority"
+
+import { cn } from "@/lib/utils"
+
+const badgeVariants = cva(
+  "inline-flex items-center justify-center rounded-full border px-2 py-0.5 text-xs font-medium w-fit whitespace-nowrap shrink-0 [&>svg]:size-3 gap-1 [&>svg]:pointer-events-none focus-visible:border-ring focus-visible:ring-ring/50 focus-visible:ring-[3px] aria-invalid:ring-destructive/20 dark:aria-invalid:ring-destructive/40 aria-invalid:border-destructive transition-[color,box-shadow] overflow-hidden",
+  {
+    variants: {
+      variant: {
+        default:
+          "border-transparent bg-primary text-primary-foreground [a&]:hover:bg-primary/90",
+        secondary:
+          "border-transparent bg-secondary text-secondary-foreground [a&]:hover:bg-secondary/90",
+        destructive:
+          "border-transparent bg-destructive text-white [a&]:hover:bg-destructive/90 focus-visible:ring-destructive/20 dark:focus-visible:ring-destructive/40 dark:bg-destructive/60",
+        outline:
+          "text-foreground [a&]:hover:bg-accent [a&]:hover:text-accent-foreground",
+      },
+    },
+    defaultVariants: {
+      variant: "default",
+    },
+  }
+)
+
+function Badge({
+  className,
+  variant,
+  asChild = false,
+  ...props
+}: React.ComponentProps<"span"> &
+  VariantProps<typeof badgeVariants> & { asChild?: boolean }) {
+  const Comp = asChild ? Slot : "span"
+
+  return (
+    <Comp
+      data-slot="badge"
+      className={cn(badgeVariants({ variant }), className)}
+      {...props}
+    />
+  )
+}
+
+export { Badge, badgeVariants }