Career Guidance & Entrepreneurial Development

Predictive Career Guidance and Entrepreneurial Development Using AI and ML

@kaggle.ziya07_career_guidance_and_entrepreneurial_development

Table List

2 tables(71.84 KB)

Career Guidance Feedback Dataset

@kaggle.ziya07_career_guidance_and_entrepreneurial_development.career_guidance_feedback_dataset

40.02 KB
1000 rows
29 columns

student_id Student ID	age Age	gender Gender	field_of_study Field Of Study	year_of_study Year Of Study	university_location University Location	gpa GPA	relevant_coursework Relevant Coursework	prior_employment Prior Employment	employment_type Employment Type	entrepreneurial_experience Entrepreneurial Experience	startup_participation Startup Participation	career_interests Career Interests	entrepreneurial_aspirations Entrepreneurial Aspirations	career_guidance_satisfaction Career Guidance Satisfaction	recommended_career_path Recommended Career Path	entrepreneurship_suitability_score Entrepreneurship Suitability Score	top_recommended_industries Top Recommended Industries	predicted_job_success_probability Predicted Job Success Probability	user_satisfaction User Satisfaction	followed_recommendations Followed Recommendations	employment_status_post_graduation Employment Status Post Graduation	recommendation_accuracy Recommendation Accuracy	entrepreneurial_fit_rating Entrepreneurial Fit Rating	overall_satisfaction Overall Satisfaction	feedback_comments Feedback Comments	entrepreneurial_feedback_comments Entrepreneurial Feedback Comments	improvement_suggestions Improvement Suggestions	follow_up_actions Follow Up Actions
S0001	24	Female	Science	4	Region A	3.64		1	Full-time	1	1	Design	High	7	Healthcare	11	Tech	13	4	1	Unemployed	4	3	6	Great advice	Missed entrepreneurial angle	Better entrepreneurial advice
S0002	21	Female	Engineering	5	Region C	2.88		1	Internship		1	Tech	Low	1	Design	34	Healthcare	20	6	1	Self-employed	10	10	3	Needs improvement	Missed entrepreneurial angle	More personalized recommendations	1
S0003	28	Male	Business	3	Region A	2.26	1	1	Full-time		1	Design	High	6	Tech	69	Tech	42	10		Employed	1	2	5	Not relevant	Missed entrepreneurial angle	Better entrepreneurial advice	1
S0004	25	Female	Business	5	Region B	2.76	1		Internship	1	1	Finance	Low	6	Finance	71	Finance	27	9		Unemployed	1	4	10	Not relevant	Good fit	More industry insights	1
S0005	22	Male	Law	2	Region A	3.24	1	1	Part-time	1	1	Finance	Low	5	Business	20	Education	20	5	1	Self-employed	7	5	2	Helpful	Good fit	More personalized recommendations	1
S0006	24	Female	Arts	3	Region C	2.91		1	Internship	1	1	Business	Medium	2	Healthcare	60	Finance	35	7	1	Employed	7	7	5	Helpful	Good fit	Better entrepreneurial advice	1
S0007	27	Male	Business	4	Region C	3.56	1		Part-time	1	1	Business	Low	2	Tech	34	Design	23	1	1	Self-employed	3	7	5	Great advice	Needs more focus on innovation	More industry insights	1
S0008	20	Male	Arts	3	Region B	4	1	1	Part-time	1	1	Healthcare	Medium	9	Healthcare	47	Finance	53	9	1	Self-employed	7	9	7	Not relevant	Needs more focus on innovation	Better entrepreneurial advice
S0009	24	Female	Science	5	Region C	2.38		1	Part-time		1	Design	Medium	5	Design	14	Healthcare	37	6		Self-employed	3	8	4	Great advice	Missed entrepreneurial angle	More personalized recommendations	1
S0010	28	Other	Engineering	1	Region B	2.92	1		Part-time		1	Healthcare	High	5	Tech	70	Healthcare	16	4		Employed	2	2	6	Helpful	Needs more focus on innovation	More personalized recommendations


CREATE TABLE career_guidance_feedback_dataset (
  "student_id" VARCHAR,
  "age" BIGINT,
  "gender" VARCHAR,
  "field_of_study" VARCHAR,
  "year_of_study" BIGINT,
  "university_location" VARCHAR,
  "gpa" DOUBLE,
  "relevant_coursework" BIGINT,
  "prior_employment" BIGINT,
  "employment_type" VARCHAR,
  "entrepreneurial_experience" BIGINT,
  "startup_participation" BIGINT,
  "career_interests" VARCHAR,
  "entrepreneurial_aspirations" VARCHAR,
  "career_guidance_satisfaction" BIGINT,
  "recommended_career_path" VARCHAR,
  "entrepreneurship_suitability_score" BIGINT,
  "top_recommended_industries" VARCHAR,
  "predicted_job_success_probability" BIGINT,
  "user_satisfaction" BIGINT,
  "followed_recommendations" BIGINT,
  "employment_status_post_graduation" VARCHAR,
  "recommendation_accuracy" BIGINT,
  "entrepreneurial_fit_rating" BIGINT,
  "overall_satisfaction" BIGINT,
  "feedback_comments" VARCHAR,
  "entrepreneurial_feedback_comments" VARCHAR,
  "improvement_suggestions" VARCHAR,
  "follow_up_actions" BIGINT
);