other

other changes

Function 01/Function 01/APIv3.0/README.md

+# ResumeRanker-ML - FastAPI
+### Prerequisites
+- Python 3.7 or higher
+- Dependencies installed (you can install them using `pip install -r requirements.txt`)
+
+### Run and Test the FastAPI
+  1. Change your working directory to [API](/API)
+  2. You can run the FastAPI server using the following commands:
+     
+     ```bash
+     # For Windows terminal
+     python3 main.py
+     
+     # For bash or Linux
+     python main.py
+     ```
+  3. You can access the output in your browser
+     
+     ```bash
+     http://127.0.0.1:8000
+     ```
+  4. To explore the API documentation, visit:
+     
+     ```bash
+     http://127.0.0.1:8000/docs
+     ```

Function 01/Function 01/APIv3.0/app/.env

+OPENAI_API_KEY=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
+DELAY=0
\ No newline at end of file

Function 01/Function 01/APIv3.0/app/CourseData/courses.csv

+Category,Course Name,Course Link
+Creative Design,Best Graphic Design Courses & Certificates Online,https://www.coursera.org/courses?query=graphic%20design
+Creative Design,Graphic Design,https://www.coursera.org/specializations/graphic-design
+Creative Design,Graphic Design Course - Canva,https://www.canva.com/designschool/courses/graphic-design-basics/?lesson=design-to-communicate
+Creative Design,Fundamentals of Graphic Design,https://www.coursera.org/learn/fundamentals-of-graphic-design
+Creative Design,The Language of Design: Form and Meaning,https://www.coursera.org/learn/design-language
+Creative Design,Graphic Design,https://www.coursera.org/learn/presentation-design
+Creative Design,"Innovation Through Design: Think. Make, Break. Repeat",https://www.coursera.org/learn/innovation-through-design
+Creative Design,Basic Elements of Design: Design Principles and Software Overview,https://www.coursera.org/learn/basic-elements-design
+Creative Design,Top Graphic Design Courses Online,https://www.udemy.com/topic/graphic-design/
+Creative Design,Graphic Design Masterclass - Leam GREAT Design,https://www.udemy.com/course/graphic-design-masterclass-everything-you-need-to-know/
+Creative Design,Learn Graphic Design Theory. Course for Beginners,https://www.udemy.com/course/graphic-design-theory-for-beginners-course/
+Creative Design,Become a Professional Graphic Designer,https://www.udemy.com/course/become-a-professional-graphic-designer-udemy/
+Coding Qualifications,Introduction to Java,https://www.coursera.org/learn/java-introduction
+Coding Qualifications,Java Programming and Software Engineering Fundamentals,https://www.coursera.org/specializations/java-programming
+Coding Qualifications,Object Oriented Programming in Java,https://www.coursera.org/specializations/object-oriented-programming
+Coding Qualifications,Free Java Programming Course Online,https://www.mygreatlearning.com/academy/learn-for-free/courses/java-programming
+Coding Qualifications,Crash Course on Python,https://www.coursera.org/learn/python-crash-course
+Coding Qualifications,Python for Everybody,https://www.coursera.org/specializations/python
+Coding Qualifications,Free Python Course with Certificate,https://www.mygreatlearning.com/academy/learn-for-free/courses/python-fundamentals-for-beginners
+Coding Qualifications,Programming in Python,https://www.coursera.org/learn/programming-in-python
+Coding Qualifications,Learn to Program: The Fundamentals,https://www.coursera.org/learn/learn-to-program
+Coding Qualifications,React Basics,https://www.coursera.org/learn/react-basics
+Coding Qualifications,Learn React I Codecademy,https://www.codecademy.com/learn/react-101
+Coding Qualifications,Free React JS Course with Certificate,https://www.mygreatlearning.com/academy/learn-for-free/courses/react-js-tutorial
+Coding Qualifications,Learn React,https://www.coursera.org/learn/learn-react
+Coding Qualifications,Meta Front-End Developer,https://www.coursera.org/professional-certificates/meta-front-end-developer
+Digital Marketing,Google Digital Marketing & E-commerce,https://www.coursera.org/professional-certificates/google-digital-marketing-ecommerce
+Digital Marketing,Foundations of Digital Marketing and E-commerce,https://www.coursera.org/learn/foundations-of-digital-marketing-and-e-commerce
+Digital Marketing,Meta Social Media Marketing,https://www.coursera.org/professional-certificates/facebook-social-media-marketing
+Digital Marketing,Free Digital Marketing Course with Certificate,https://www.simplilearn.com/free-digital-marketing-basics-course-skillup
+Digital Marketing,Free Digital Marketing Beginners Course,https://www.simplilearn.com/free-digital-marketing-beginners-course-skillup?tag=Digital%20Marketing
+Digital Marketing,Learn digital marketing tools and techniques online for Free,https://www.simplilearn.com/digital-marketing-tools-techniques-free-online-course-skillup?tag=Digital%20Marketing
+Technological Awareness,Best Technology Courses & Certificates Online,https://www.coursera.org/courses?query=technology
+Technological Awareness,Digital and Cyber Security Awareness,https://alison.com/course/digital-and-cyber-security-awareness
+Technological Awareness,Digital Skills: Embracing Digital Technology,https://www.futurelearn.com/courses/digital-skills
+Technological Awareness,Key Technologies for Business,https://www.coursera.org/specializations/key-technologies-for-business
+Technological Awareness,Information Technology (IT) and Cloud Fundamentals,https://www.coursera.org/specializations/it-cloud-fundamentals
+Technological Awareness,Learn Digital Disruption Transformation Strategy for Free,https://www.simplilearn.com/introduction-to-digital-disruption-transformation-strategy-skillup?tag=Technology
+Communication Skills,Best Communication Skills Courses & Certificates Online,https://www.coursera.org/courses?query=communication%20skills
+Communication Skills,Business English Communication Skills,https://www.coursera.org/specializations/business-english
+Communication Skills,Improve Your English Communication Skills,https://www.coursera.org/specializations/improve-english
+Communication Skills,Successful Negotiation: Essential Strategies and Skills,https://www.coursera.org/learn/negotiation-skills
+Communication Skills,Improving Communication Skills,https://www.coursera.org/learn/wharton-communication-skills
+Communication Skills,Finding Your Professional Voice: Confidence & Impact,https://www.coursera.org/learn/finding-your-professional-voice
+Communication Skills,Teamwork Skills: Communicating Effectively in Groups,https://www.coursera.org/learn/teamwork-skills-effective-communication
+Communication Skills,Top Free Communication Skills Courses & Tutorials Online,https://www.udemy.com/topic/communication-skills/free/
+Communication Skills,The Complete Communication Skills Masterclass for Life,https://www.udemy.com/course/the-complete-communication-skills-master-class-for-life/
+Communication Skills,Communication Skills for Beginners,https://www.udemy.com/course/communication-skills-for-beginners-d/

Function 01/Function 01/APIv3.0/app/Fun4/course_top_predictions_labels_5OlXj45fxRR5EQokC82zLfDPpwd2.csv

+job_id,jobTitle,companyName,relatedField,similarity_1,missing_keywords_1,matching_keywords_1,similarity_2,missing_keywords_2,matching_keywords_2,similarity_3,missing_keywords_3,matching_keywords_3,unique_missing_keywords,top_predictions,mapped_labels

Function 01/Function 01/APIv3.0/app/Fun4/course_top_predictions_labels_c7a3C2qAymaHFQYe1RfHA1MJY4w2.csv

+job_id,jobTitle,companyName,relatedField,similarity_1,missing_keywords_1,matching_keywords_1,similarity_2,missing_keywords_2,matching_keywords_2,similarity_3,missing_keywords_3,matching_keywords_3,unique_missing_keywords,top_predictions,mapped_labels

Function 01/Function 01/APIv3.0/app/Matched_Candidates/JobAd_top_matched_candidates_lxRIpspuFkkIrPHshigb.csv

+candidate_id,candidate_name,predicted_skills,education_text,work_text,desired_field,similarity_1,missing_keywords_1,matching_keywords_1,similarity_2,missing_keywords_2,matching_keywords_2,similarity_3,missing_keywords_3,matching_keywords_3

Function 01/Function 01/APIv3.0/app/Matched_Candidates/filtered_JobAd_top_matched_candidates_1gEV2MahOPm2kknM6zSD.csv

+candidate_id,candidate_name,predicted_skills,education_text,work_text,desired_field,similarity_1,missing_keywords_1,matching_keywords_1,similarity_2,missing_keywords_2,matching_keywords_2,similarity_3,missing_keywords_3,matching_keywords_3
+igpwM4DdWWZCrlVtXtbLRhftnY03,C h,"['Python', 'Cloud (AWS, Google, Azure)', 'JavaScript', 'CSS', 'Problem Solving', 'UX', 'Project Management', 'Team Collaboration', 'Leadership', 'Full-Stack Development']",2022 2021 Feb (3rd) Bsc (Hons) Information Technology Software Engineering SLIIT (Malabe) Management 2022 2023 Feb 2023 June Cloud Computing Management Cloud cloud Networking Security done training whole 2016 2019 August (2019) Information management 2022 Bandaranayke College Gampaha (Physical Science) information management department 2011 Feb 2016 department department Ordinary (2019) done Bandaranayke College Gampaha department (Commerce Information Technology) commerce 2023 Information Management 2023 Sri Lanka side EC2 AI4A 2023  Department Computer Science  Software Engineering Sri Lanka Institute Information Development Technology (SLIIT) sliit 94 77 635 5192 94 71 430 2897 Full 3rd Sri Lanka Institute 23 Information Technology (SLIIT) BSc (Hons) Information Technology Software Engineering software engineering within without,94 76 344 1171 2022 - Present Developer Medamulla Minuwangoda developer,information-technology,50.4106,"['sofware', 'm_sc', 'www.cde.ca.gov', 'b.sc.', 'older', 'analyzing', 'electrical_engineering', 'university', 'vijaya', 'info', 'reviewing', 'technological_innovations', 'curently', 'examining', 'insititute', 'while', 'month', 'technology', 'teenaged', 'by_yoon_ja', 'infomation', 'neo_druids', 'engineering', 'Young', 'b.sc', 'excluding_arques', 'Enthusiast', 'krishna', 'age##', 'engineers', 'Tech', 'years', 'dal_canto_simtone', 'techology', 'informaiton', 'Currently', 'cardomain', 'aficionado', 'technol', 'aerospace_engineering', 'sri_lanka', 'sublingual_immunotherapy', 'chathuka', 'hightech', 'razorsight_software', 'younger', 'viduranga', 'age_dra', 'tamilians', 'funcom_age', 'civil_engineering', 'b.sc_hons', 'fanatic', 'by_soh_ji', 'Lanka', 'intranasal_corticosteroid', 'hons.', '8_sybase', 'institutes', 'sba.gov', 'Rathnasooriya', 's.lanka', 'ine_statistics', 'bsc', 'technological_advancement', 'quickarrow_software', 'BSc', 'week', 'SLIT', 'copyrightable_taney', 'specializes', 'ba_honours', 'engineer', 'ages', 'technolgy', 'presently', 'sri_lankan', 'pink_armani_prive', 'aadmi', 'samsthan', 'insitute', 'specializing', 'teenage', 'bsc_hons', 'technologies', 'software', 'hobbyist', 'Studying', 'rathnasooriya', 'aar', 'studied', 'Software', 'rahul', 'institue', 'pentoxifylline', 'slitting', 'mechanical_engineering', 'smith', 'slc_newcomer', 'codearmor', 'tech_gadgets', 'information', 'Engineering', 'eyeholes', 'buff', 'era', 'www.hmrc.gov.uk', 'Year', 'enthusiast', 'enthusiasts', 'ltte', 'Viduranga', 'hons', 'inform_ation', 'm.sc', 'currently', 'slits', 'age', 'fatally_stabbed_kercher', 'exploring', 'slit', 'flexnet_publisher', 'tech_startups', 'additionally', 'presse_économique_high', 'jenkins', 'hi_tech', 'brooktown_high_senior', 'wilson', 'theyear', 'Technology', 'year', 'researching', 'hypertonic_saline', 'infor_mation', 'mcom', 'insti_tute', 'afficionado', 'tech', 'Hons', 'specialising', 'anjaneya', 'young', 'j_spinal_disord', 'techonology', 'routine_paps_should', 'cyt###_qbg##', 'studying', 'msc', 'jones', 'lenze_ac', 'srilanka', 'gentleman_ne_yo', 'bcom', 'Sri', 'innovations', 'sri', 'controlled_deployment', 'Institute', 'Age', 'Information', 'decade', 'rao', 'visit_www.agr.gc.ca', 'presse_economique_high', 'softwares', 'blacksburg_va._virginia', 'now', 'vinayagar', 'months', 'specialize', 'Chathuka', 'lankan', 'Specialising', 'aged', 'bespoke', 'institute', 'informa_tion', 'lanka', 'saraswathi']",[],71.5879,"['sofware', 'm_sc', 'www.cde.ca.gov', 'b.sc.', 'older', 'analyzing', 'electrical_engineering', 'university', 'vijaya', 'info', 'reviewing', 'technological_innovations', 'curently', 'examining', 'insititute', 'while', 'month', 'technology', 'teenaged', 'by_yoon_ja', 'infomation', 'neo_druids', 'engineering', 'Young', 'b.sc', 'excluding_arques', 'Enthusiast', 'krishna', 'age##', 'engineers', 'Tech', 'years', 'dal_canto_simtone', 'techology', 'informaiton', 'Currently', 'cardomain', 'aficionado', 'technol', 'aerospace_engineering', 'sri_lanka', 'sublingual_immunotherapy', 'chathuka', 'hightech', 'razorsight_software', 'younger', 'viduranga', 'age_dra', 'tamilians', 'funcom_age', 'civil_engineering', 'b.sc_hons', 'fanatic', 'by_soh_ji', 'Lanka', 'intranasal_corticosteroid', 'hons.', '8_sybase', 'institutes', 'sba.gov', 'Rathnasooriya', 's.lanka', 'ine_statistics', 'bsc', 'technological_advancement', 'quickarrow_software', 'BSc', 'week', 'SLIT', 'copyrightable_taney', 'specializes', 'ba_honours', 'engineer', 'ages', 'technolgy', 'presently', 'sri_lankan', 'pink_armani_prive', 'aadmi', 'samsthan', 'insitute', 'specializing', 'teenage', 'bsc_hons', 'technologies', 'software', 'hobbyist', 'Studying', 'rathnasooriya', 'aar', 'studied', 'Software', 'rahul', 'institue', 'pentoxifylline', 'slitting', 'mechanical_engineering', 'smith', 'slc_newcomer', 'codearmor', 'tech_gadgets', 'information', 'Engineering', 'eyeholes', 'buff', 'era', 'www.hmrc.gov.uk', 'Year', 'enthusiast', 'enthusiasts', 'ltte', 'Viduranga', 'hons', 'inform_ation', 'm.sc', 'currently', 'slits', 'age', 'fatally_stabbed_kercher', 'exploring', 'slit', 'flexnet_publisher', 'tech_startups', 'additionally', 'presse_économique_high', 'jenkins', 'hi_tech', 'brooktown_high_senior', 'wilson', 'theyear', 'Technology', 'year', 'researching', 'hypertonic_saline', 'infor_mation', 'mcom', 'insti_tute', 'afficionado', 'tech', 'Hons', 'specialising', 'anjaneya', 'young', 'j_spinal_disord', 'techonology', 'routine_paps_should', 'cyt###_qbg##', 'studying', 'msc', 'jones', 'lenze_ac', 'srilanka', 'gentleman_ne_yo', 'bcom', 'Sri', 'innovations', 'sri', 'controlled_deployment', 'Institute', 'Age', 'Information', 'decade', 'rao', 'visit_www.agr.gc.ca', 'presse_economique_high', 'softwares', 'blacksburg_va._virginia', 'now', 'vinayagar', 'months', 'specialize', 'Chathuka', 'lankan', 'Specialising', 'aged', 'bespoke', 'institute', 'informa_tion', 'lanka', 'saraswathi']",[],75.09,"['sofware', 'm_sc', 'www.cde.ca.gov', 'b.sc.', 'older', 'analyzing', 'electrical_engineering', 'university', 'vijaya', 'info', 'reviewing', 'technological_innovations', 'curently', 'examining', 'insititute', 'while', 'month', 'technology', 'teenaged', 'by_yoon_ja', 'infomation', 'neo_druids', 'engineering', 'Young', 'b.sc', 'excluding_arques', 'Enthusiast', 'krishna', 'age##', 'engineers', 'Tech', 'years', 'dal_canto_simtone', 'techology', 'informaiton', 'Currently', 'cardomain', 'aficionado', 'technol', 'aerospace_engineering', 'sri_lanka', 'sublingual_immunotherapy', 'chathuka', 'hightech', 'razorsight_software', 'younger', 'viduranga', 'age_dra', 'tamilians', 'funcom_age', 'civil_engineering', 'b.sc_hons', 'fanatic', 'by_soh_ji', 'Lanka', 'intranasal_corticosteroid', 'hons.', '8_sybase', 'institutes', 'sba.gov', 'Rathnasooriya', 's.lanka', 'ine_statistics', 'bsc', 'technological_advancement', 'quickarrow_software', 'BSc', 'week', 'SLIT', 'copyrightable_taney', 'specializes', 'ba_honours', 'engineer', 'ages', 'technolgy', 'presently', 'sri_lankan', 'pink_armani_prive', 'aadmi', 'samsthan', 'insitute', 'specializing', 'teenage', 'bsc_hons', 'technologies', 'software', 'hobbyist', 'Studying', 'rathnasooriya', 'aar', 'studied', 'Software', 'rahul', 'institue', 'pentoxifylline', 'slitting', 'mechanical_engineering', 'smith', 'slc_newcomer', 'codearmor', 'tech_gadgets', 'information', 'Engineering', 'eyeholes', 'buff', 'era', 'www.hmrc.gov.uk', 'Year', 'enthusiast', 'enthusiasts', 'ltte', 'Viduranga', 'hons', 'inform_ation', 'm.sc', 'currently', 'slits', 'age', 'fatally_stabbed_kercher', 'exploring', 'slit', 'flexnet_publisher', 'tech_startups', 'additionally', 'presse_économique_high', 'jenkins', 'hi_tech', 'brooktown_high_senior', 'wilson', 'theyear', 'Technology', 'year', 'researching', 'hypertonic_saline', 'infor_mation', 'mcom', 'insti_tute', 'afficionado', 'tech', 'Hons', 'specialising', 'anjaneya', 'young', 'j_spinal_disord', 'techonology', 'routine_paps_should', 'cyt###_qbg##', 'studying', 'msc', 'jones', 'lenze_ac', 'srilanka', 'gentleman_ne_yo', 'bcom', 'Sri', 'sri', 'controlled_deployment', 'Institute', 'Age', 'Information', 'decade', 'rao', 'visit_www.agr.gc.ca', 'presse_economique_high', 'softwares', 'blacksburg_va._virginia', 'now', 'vinayagar', 'months', 'specialize', 'Chathuka', 'lankan', 'Specialising', 'aged', 'bespoke', 'institute', 'informa_tion', 'lanka', 'saraswathi']",['innovations']

Function 01/Function 01/APIv3.0/app/Matched_Candidates/filtered_JobAd_top_matched_candidates_97lBBOn97UYxIwmFkPs4.csv

+candidate_id,candidate_name,predicted_skills,education_text,work_text,desired_field,similarity_1,missing_keywords_1,matching_keywords_1,similarity_2,missing_keywords_2,matching_keywords_2,similarity_3,missing_keywords_3,matching_keywords_3
+qYJMvocOLRhdPLCX97pmFX3kzhb2,VIDHUSHIKA PROFILE,"['Python', 'Mobile App Development (Android)', 'Team Collaboration', 'Problem Solving', 'JavaScript', 'CSS', 'UX', 'Project Management', 'Full-Stack Development', 'TypeScript']",,Data Science,information-technology,91.7884,"['statistics', 'datasets', 'ellen_roseman_writes', 'dataset', 'databases', 'finance', 'data', 'data science', 'passionately', 'passion', 'fervent', 'financing', 'passionate', 'reporter_sue_lannin', 'fi_nance', 'enthusiastic']","['faith_jezierski', 'biology', 'sciences', 'science', 'scientific', 'mathematics']",95.8497,"['ellen_roseman_writes', 'finance', 'data science', 'financing', 'reporter_sue_lannin', 'fi_nance']","['faith_jezierski', 'statistics', 'datasets', 'biology', 'passionate', 'sciences', 'dataset', 'databases', 'science', 'passionately', 'passion', 'fervent', 'scientific', 'mathematics', 'data', 'enthusiastic']",92.717,"['statistics', 'datasets', 'ellen_roseman_writes', 'dataset', 'finance', 'data', 'data science', 'passionately', 'passion', 'fervent', 'financing', 'passionate', 'reporter_sue_lannin', 'fi_nance', 'enthusiastic']","['faith_jezierski', 'biology', 'sciences', 'databases', 'science', 'scientific', 'mathematics']"
+s9IA67wx3TN3m97PVxEpMv1s8tE2,Rasanja Gunasekara,"['Python', 'Mobile App Development (Android)', 'JavaScript', 'CSS', 'Problem Solving', 'UX', 'Project Management', 'Team Collaboration', 'Full-Stack Development', 'TypeScript']",Bsc (Hons) Information 22 Technology Cyber School Vidyalaya Security   Sri Lanka Institute Information Technology (SLIIT) Malabe 2 9   10 Cemetery Mavittara GCE 2019 Piliyandala    Geography    rasanja- -461ab5 lish GCE Ordinary 2016 3A 3B 2C 1S,,information-technology,78.7711,"['internships', 'conscientious', 'selfconfidence', 'motivating', 'motivation', 'Cybersecurity', 'persons', 'self', 'woman', 'peson', 'self-motivated', 'industrious', 'honest_hardworking', 'dhs_cybersecurity', 'cyber', 'person', 'somebody', 'reliable', 'motivates', 'josh_arauco_kicked', 'reponsible', 'although_gulfshorelife.com_strives', 'trusted_identities', 'responsible', 'solely_responsible', 'self_actualization', 'accurate', 'dependable', 'cyberspace_policy', 'motivated', 'most_accourate', 'cybersecurity', 'fields', 'field', 'accountable', 'responsibile', 'motivate', 'keith_toogood', 'unpaid_internship', 'narcissistic', 'fi_eld', 'responsbile', 'internship field', 'trustworthy', 'hardworking person', 'personable', 'someone', 'cyber_security', 'mackenzie_hoambrecker', 'hardworking', 'self_righteous', 'cybersecurity_czar']","['interning', 'intern', 'internship']",82.8261,"['internships', 'conscientious', 'selfconfidence', 'motivating', 'motivation', 'Cybersecurity', 'persons', 'self', 'woman', 'peson', 'self-motivated', 'industrious', 'honest_hardworking', 'dhs_cybersecurity', 'cyber', 'person', 'somebody', 'reliable', 'motivates', 'josh_arauco_kicked', 'reponsible', 'although_gulfshorelife.com_strives', 'trusted_identities', 'responsible', 'solely_responsible', 'self_actualization', 'accurate', 'dependable', 'cyberspace_policy', 'motivated', 'most_accourate', 'cybersecurity', 'fields', 'field', 'accountable', 'responsibile', 'motivate', 'keith_toogood', 'unpaid_internship', 'narcissistic', 'fi_eld', 'responsbile', 'internship field', 'trustworthy', 'hardworking person', 'personable', 'someone', 'cyber_security', 'mackenzie_hoambrecker', 'hardworking', 'self_righteous', 'cybersecurity_czar']","['interning', 'intern', 'internship']",80.4765,"['internships', 'conscientious', 'selfconfidence', 'motivating', 'motivation', 'Cybersecurity', 'persons', 'self', 'woman', 'peson', 'self-motivated', 'industrious', 'honest_hardworking', 'dhs_cybersecurity', 'cyber', 'person', 'somebody', 'reliable', 'motivates', 'josh_arauco_kicked', 'reponsible', 'although_gulfshorelife.com_strives', 'trusted_identities', 'responsible', 'solely_responsible', 'self_actualization', 'accurate', 'dependable', 'cyberspace_policy', 'motivated', 'most_accourate', 'cybersecurity', 'fields', 'field', 'accountable', 'responsibile', 'motivate', 'keith_toogood', 'unpaid_internship', 'narcissistic', 'fi_eld', 'responsbile', 'internship field', 'trustworthy', 'hardworking person', 'personable', 'someone', 'cyber_security', 'mackenzie_hoambrecker', 'hardworking', 'self_righteous', 'cybersecurity_czar']","['interning', 'intern', 'internship']"

Function 01/Function 01/APIv3.0/app/Matched_Candidates/filtered_JobAd_top_matched_candidates_GlrF8GPdkLqezYnzp6XW.csv

+candidate_id,candidate_name,predicted_skills,education_text,work_text,desired_field,similarity_1,missing_keywords_1,matching_keywords_1,similarity_2,missing_keywords_2,matching_keywords_2,similarity_3,missing_keywords_3,matching_keywords_3
+qYJMvocOLRhdPLCX97pmFX3kzhb2,VIDHUSHIKA PROFILE,"['Python', 'Mobile App Development (Android)', 'Team Collaboration', 'Problem Solving', 'JavaScript', 'CSS', 'UX', 'Project Management', 'Full-Stack Development', 'TypeScript']",,Data Science,information-technology,96.433,"['statistics', 'datasets', 'ellen_roseman_writes', 'dataset', 'finance', 'data', 'data science', 'passionately', 'passion', 'fervent', 'financing', 'passionate', 'reporter_sue_lannin', 'fi_nance', 'enthusiastic']","['faith_jezierski', 'biology', 'sciences', 'databases', 'science', 'scientific', 'mathematics']",96.2587,"['statistics', 'datasets', 'ellen_roseman_writes', 'dataset', 'finance', 'data', 'data science', 'passionately', 'passion', 'fervent', 'financing', 'passionate', 'reporter_sue_lannin', 'fi_nance', 'enthusiastic']","['faith_jezierski', 'biology', 'sciences', 'databases', 'science', 'scientific', 'mathematics']",70.9387,"['faith_jezierski', 'statistics', 'ellen_roseman_writes', 'datasets', 'dataset', 'finance', 'passion', 'fervent', 'reporter_sue_lannin', 'fi_nance', 'enthusiastic', 'biology', 'passionate', 'sciences', 'data science', 'science', 'passionately', 'financing', 'scientific', 'mathematics', 'data']",['databases']
+s9IA67wx3TN3m97PVxEpMv1s8tE2,Rasanja Gunasekara,"['Python', 'Mobile App Development (Android)', 'JavaScript', 'CSS', 'Problem Solving', 'UX', 'Project Management', 'Team Collaboration', 'Full-Stack Development', 'TypeScript']",Bsc (Hons) Information 22 Technology Cyber School Vidyalaya Security   Sri Lanka Institute Information Technology (SLIIT) Malabe 2 9   10 Cemetery Mavittara GCE 2019 Piliyandala    Geography    rasanja- -461ab5 lish GCE Ordinary 2016 3A 3B 2C 1S,,information-technology,87.7129,"['internships', 'conscientious', 'selfconfidence', 'motivating', 'motivation', 'Cybersecurity', 'intern', 'persons', 'self', 'woman', 'peson', 'self-motivated', 'industrious', 'honest_hardworking', 'dhs_cybersecurity', 'cyber', 'person', 'somebody', 'reliable', 'motivates', 'internship', 'josh_arauco_kicked', 'reponsible', 'although_gulfshorelife.com_strives', 'trusted_identities', 'responsible', 'solely_responsible', 'interning', 'self_actualization', 'accurate', 'dependable', 'cyberspace_policy', 'motivated', 'most_accourate', 'cybersecurity', 'fields', 'field', 'accountable', 'responsibile', 'motivate', 'keith_toogood', 'unpaid_internship', 'narcissistic', 'fi_eld', 'responsbile', 'internship field', 'trustworthy', 'hardworking person', 'personable', 'someone', 'cyber_security', 'mackenzie_hoambrecker', 'hardworking', 'self_righteous', 'cybersecurity_czar']",[],88.4052,"['internships', 'conscientious', 'selfconfidence', 'motivating', 'motivation', 'Cybersecurity', 'intern', 'persons', 'self', 'woman', 'peson', 'self-motivated', 'industrious', 'honest_hardworking', 'person', 'somebody', 'reliable', 'motivates', 'internship', 'josh_arauco_kicked', 'reponsible', 'although_gulfshorelife.com_strives', 'trusted_identities', 'responsible', 'solely_responsible', 'interning', 'self_actualization', 'accurate', 'dependable', 'cyberspace_policy', 'motivated', 'most_accourate', 'fields', 'field', 'accountable', 'responsibile', 'motivate', 'keith_toogood', 'unpaid_internship', 'narcissistic', 'fi_eld', 'responsbile', 'internship field', 'trustworthy', 'hardworking person', 'personable', 'someone', 'mackenzie_hoambrecker', 'hardworking', 'self_righteous']","['dhs_cybersecurity', 'cyber', 'cyber_security', 'cybersecurity', 'cybersecurity_czar']",51.1147,"['internships', 'conscientious', 'selfconfidence', 'motivating', 'motivation', 'Cybersecurity', 'intern', 'persons', 'self', 'woman', 'peson', 'self-motivated', 'industrious', 'honest_hardworking', 'dhs_cybersecurity', 'cyber', 'person', 'somebody', 'reliable', 'motivates', 'internship', 'josh_arauco_kicked', 'reponsible', 'although_gulfshorelife.com_strives', 'trusted_identities', 'responsible', 'solely_responsible', 'interning', 'self_actualization', 'accurate', 'dependable', 'cyberspace_policy', 'motivated', 'most_accourate', 'cybersecurity', 'fields', 'field', 'accountable', 'responsibile', 'motivate', 'keith_toogood', 'unpaid_internship', 'narcissistic', 'fi_eld', 'responsbile', 'internship field', 'trustworthy', 'hardworking person', 'personable', 'someone', 'cyber_security', 'mackenzie_hoambrecker', 'hardworking', 'self_righteous', 'cybersecurity_czar']",[]

Function 01/Function 01/APIv3.0/app/Matched_Candidates/filtered_JobAd_top_matched_candidates_lxRIpspuFkkIrPHshigb.csv

+candidate_id,candidate_name,predicted_skills,education_text,work_text,desired_field,similarity_1,missing_keywords_1,matching_keywords_1,similarity_2,missing_keywords_2,matching_keywords_2,similarity_3,missing_keywords_3,matching_keywords_3

Function 01/Function 01/APIv3.0/app/Matched_Jobs/candidate_top_matched_jobs_FkDQJnWiOghY56VqMa6oTWLOxig2.csv

+job_id,jobTitle,companyName,relatedField,similarity_1,missing_keywords_1,matching_keywords_1,similarity_2,missing_keywords_2,matching_keywords_2,similarity_3,missing_keywords_3,matching_keywords_3

Function 01/Function 01/APIv3.0/app/Matched_Jobs/candidate_top_matched_jobs_cmzR5UfEqcXrHOhAJCtdW4MGxlv1.csv

+job_id,jobTitle,companyName,relatedField,similarity_1,missing_keywords_1,matching_keywords_1,similarity_2,missing_keywords_2,matching_keywords_2,similarity_3,missing_keywords_3,matching_keywords_3

Function 01/Function 01/APIv3.0/app/Matched_Jobs/filtered_candidate_top_matched_jobs_FkDQJnWiOghY56VqMa6oTWLOxig2.csv

+job_id,jobTitle,companyName,relatedField,similarity_1,missing_keywords_1,matching_keywords_1,similarity_2,missing_keywords_2,matching_keywords_2,similarity_3,missing_keywords_3,matching_keywords_3

Function 01/Function 01/APIv3.0/app/Matched_Jobs/filtered_candidate_top_matched_jobs_cmzR5UfEqcXrHOhAJCtdW4MGxlv1.csv

+job_id,jobTitle,companyName,relatedField,similarity_1,missing_keywords_1,matching_keywords_1,similarity_2,missing_keywords_2,matching_keywords_2,similarity_3,missing_keywords_3,matching_keywords_3

Function 01/Function 01/APIv3.0/app/SkillsKeywords/agriculture_keywords.csv

+Keywords
+agro-ecological
+operation
+impact
+statistics
+agro-industrial
+restoration
+climate
+strategies
+agro-supply
+sustainable
+productivity
+energy
+post-harvest
+geographic
+remote
+dairy
+agrochemicals
+analysis
+marketing
+crops
+automation
+value
+agroecological
+chain
+and
+farm-to-fork
+agro-equipment
+agro-marketing
+agro-ecology
+biofertilizers
+agro-technology
+robotics
+agriculture
+gis
+agro-tourism
+chamanagement
+business
+incubators
+processing
+agro-pollution
+research
+zoning
+optimization
+solutions
+application
+greenhouses
+husbandry
+genetic
+irrigation
+microbiology
+cooperative
+clusters
+planning
+agro-resource
+ipm
+event
+assurance
+analytics
+integrated
+farm-to-table
+control
+agro-based
+agro-processing
+agro-meteorology
+weed
+agro-economics
+losses
+health
+fertilizers
+agro-business
+agro-research
+agrofood
+utilization
+livestock
+outreach
+agro-ecosystem
+livelihoods
+use
+logistics
+supply
+greenhouse
+food
+aquaculture
+tractor
+rural
+services
+agro-policy
+sensing
+agritourism
+agro-entrepreneurial
+investment
+genetically
+forecasting
+modeling
+agro-education
+supported(csa)
+modified
+chaintegration
+machinery
+agronomy
+hubs
+engineering
+gps
+horticulture
+partnerships
+poultry
+degradation
+reform
+biodiversity
+science
+practices
+management
+agro-management
+economics
+scheduling
+competitions
+conservation
+organisms
+funding
+infrastructure
+aquaponics
+insurance
+waste
+digital
+education
+soil
+pomology
+farming
+agro-food
+drought-resistant
+collaboration
+eco-friendly
+grastorage
+animal
+economic
+resource
+monitoring
+sociology
+safety
+entomology
+harvesting
+community
+agroforestry
+smart
+agriscience
+technology
+agro-climatology
+rotation
+chains
+natural
+agro-robotics
+agribusiness
+crop
+export
+innovation
+seed
+drones
+programs
+agro-entrepreneurship
+innovations
+agro-innovation
+organic
+hydroponics
+microbiome
+agro-digital
+data
+ecosystem
+agri-food
+assessment
+adoption
+spraying
+quality
+precision
+farm-level
+promotion
+agro-machinery
+farm
+standards
+maintenance
+agro-mechanical
+weather
+industries
+renewable
+legislation
+agrarian
+cultivation
+biotechnology
+goals
+metrics
+agro-training
+agro-industrialization
+microbial
+veterinary
+agro-climate
+agro-environmental
+pest
+agro-waste
+agro-biotechnology
+sdgs
+justice
+agroprocessing
+agroecosystem
+plant
+advocacy
+scarcity
+olericulture
+iot
+networking
+efficiency
+sustainability
+policies
+agroinformatics
+viability
+policy
+gmos
+regulations
+agrochemical
+vertical
+agro-economic
+land
+water
+security
+agro-commodities
+information
+extension
+breeding
+agro-exports
+technologies
+nutrition
+agricultural
\ No newline at end of file

Function 01/Function 01/APIv3.0/app/SkillsKeywords/skill_parameters.csv

+Skill_Parameters
+creative
+design
+graphic
+adobe
+designer
+java
+python
+react
+digital
+marketing
+technological
+awareness
+communication
\ No newline at end of file