Spaces:
Sleeping
Sleeping
| Columns in the dataset: | |
| ['Name', 'Age', 'City', 'Profession', 'Salary', 'Expenses', 'Savings', 'Lifecycle Stage', 'Risk Appetite', 'Investment Horizon', 'Equity (%)', 'Debt (%)', 'Gold (%)', 'FD/Cash (%)'] | |
| Preview of the data: | |
| Name Age City Profession Salary Expenses Savings \ | |
| 0 Rohan Sharma 28 Mumbai Software Engineer 85000 65000 20000 | |
| 1 Priya Patel 45 Delhi Doctor 220000 150000 70000 | |
| 2 Arjun Singh 60 Bangalore Retired Banker 45000 40000 5000 | |
| 3 Anika Reddy 22 Hyderabad Student 15000 14000 1000 | |
| 4 Vikram Mehta 35 Pune Marketing Manager 140000 100000 40000 | |
| Lifecycle Stage Risk Appetite Investment Horizon Equity (%) Debt (%) \ | |
| 0 Early Career Medium Long-term 45 25 | |
| 1 Mid-Career Medium Medium-term 40 30 | |
| 2 Retired Low Short-term 10 40 | |
| 3 Student Low Short-term 0 30 | |
| 4 Early Career High Long-term 70 15 | |
| Gold (%) FD/Cash (%) | |
| 0 10 20 | |
| 1 10 20 | |
| 2 15 35 | |
| 3 5 65 | |
| 4 5 10 | |
| Data types: | |
| Name object | |
| Age int64 | |
| City object | |
| Profession object | |
| Salary int64 | |
| Expenses int64 | |
| Savings int64 | |
| Lifecycle Stage object | |
| Risk Appetite object | |
| Investment Horizon object | |
| Equity (%) int64 | |
| Debt (%) int64 | |
| Gold (%) int64 | |
| FD/Cash (%) int64 | |
| dtype: object | |
| Unique values in 'City': | |
| ['Mumbai' 'Delhi' 'Bangalore' 'Hyderabad' 'Pune' 'Chennai' 'Jaipur' | |
| 'Kochi' 'Kolkata' 'Ahmedabad' 'Gurgaon' 'Lucknow' 'Nagpur' 'Chandigarh' | |
| 'Surat' 'Indore' 'Bhopal'] | |
| Unique values in 'Profession': | |
| ['Software Engineer' 'Doctor' 'Retired Banker' 'Student' | |
| 'Marketing Manager' 'Teacher' 'Freelancer' 'Architect' 'Business Owner' | |
| 'Nurse' 'Product Manager' 'CA' 'Data Analyst' 'Retired Professor' | |
| 'Journalist' 'Graphic Designer' 'Sales Executive' 'HR Manager' 'Intern' | |
| 'Dentist' 'Lawyer' 'Content Creator' 'Pensioner' 'UX Designer' | |
| 'Government Employee' 'Fashion Designer' 'Startup Founder' | |
| 'Homemaker (Investor)' 'Investment Banker' 'IT Consultant' | |
| 'College Student' 'Pharmacist' 'Textile Business Owner' 'Event Planner' | |
| 'Film Producer' 'Nutritionist' 'Retired Army Officer' | |
| 'Social Media Manager' 'Airline Pilot' 'Biotech Researcher' | |
| 'Real Estate Agent' 'AI Engineer' 'Retired Teacher' 'Financial Analyst' | |
| 'Software Developer' 'NGO Director' 'Fitness Trainer' 'Digital Marketer' | |
| 'Content Strategist' 'Retired Engineer' 'UI Developer' | |
| 'Operations Manager' 'Corporate Lawyer' 'School Principal' | |
| 'AI Researcher' 'Junior Doctor' 'Finance Manager' 'Fashion Blogger' | |
| 'HR Consultant' 'Video Editor' 'Small Business Owner' 'Dietitian' | |
| 'Supply Chain Manager' 'Interior Designer' 'Sales Manager' 'PR Executive' | |
| 'Logistics Head' 'Content Writer' 'Retired Govt. Employee' | |
| 'Marketing Lead' 'IT Manager' 'Startup Intern' 'Export Manager' | |
| 'Fitness Instructor' 'Real Estate Broker' 'Event Manager' | |
| 'Software Trainee' 'Data Scientist' 'HR Director' 'Hotel Manager' | |
| 'Social Worker' 'Cybersecurity Expert' 'E-commerce Manager' | |
| 'Bank Manager' 'Retired IT Manager' 'UX Researcher' 'Product Designer' | |
| 'Cybersecurity Analyst' 'Podcast Producer' 'E-commerce Seller' | |
| 'Cloud Architect' 'Corporate Trainer' 'AI Trainer' 'Supply Chain Head' | |
| 'Product Owner' 'UI/UX Designer' 'Finance Director' | |
| 'Sustainability Consultant' 'Retired Bank Manager' | |
| 'Social Media Influencer' 'Blockchain Developer' 'NGO Head' | |
| 'Data Engineer' 'Event Curator' 'CTO' 'Content Marketer' | |
| 'Retired Army Major' 'AR/VR Developer' 'Logistics Manager' 'VP Sales' | |
| 'EdTech Founder' 'SEO Specialist' 'Yoga Instructor' 'IT Director' | |
| 'App Developer' 'Consultant Cardiologist' 'Freelance Writer' | |
| 'Cloud Engineer' 'Retired CA' 'Digital Artist' 'Retired Pilot' | |
| 'Graphic Animator' 'AI Ethicist' 'School Trustee' 'Robotics Engineer' | |
| 'Fashion Stylist' 'Retired Nurse' 'AI Ethics Consultant' 'Drone Engineer' | |
| 'Retired Bank Clerk' 'Digital Nomad' 'CFO' 'Sustainability Analyst' | |
| 'Retired Journalist' 'Social Entrepreneur' 'DevOps Engineer' | |
| 'School Counselor' 'Retired Army Colonel' 'AR Developer' 'Sales Director' | |
| 'EdTech Consultant' 'SEO Expert' 'Cardiologist' '3D Artist' 'HR Head' | |
| 'Animator' 'Fashion Influencer'] | |
| Unique values in 'Lifecycle Stage': | |
| ['Early Career' 'Mid-Career' 'Retired' 'Student' 'Late Career'] | |
| Unique values in 'Risk Appetite': | |
| ['Medium' 'Low' 'High'] | |
| Unique values in 'Investment Horizon': | |
| ['Long-term' 'Medium-term' 'Short-term'] | |
| Numerical columns summary: | |
| Salary Expenses Savings Equity (%) Debt (%) \ | |
| count 198.000000 198.000000 198.000000 198.000000 198.000000 | |
| mean 115075.757576 84686.868687 30388.888889 39.469697 28.308081 | |
| std 69388.842695 48499.494260 21425.713424 20.713089 11.534149 | |
| min 8000.000000 7500.000000 500.000000 0.000000 10.000000 | |
| 25% 60000.000000 48000.000000 10000.000000 25.000000 20.000000 | |
| 50% 95000.000000 70000.000000 25000.000000 45.000000 25.000000 | |
| 75% 163750.000000 118750.000000 45000.000000 50.000000 30.000000 | |
| max 310000.000000 230000.000000 90000.000000 70.000000 55.000000 | |
| Gold (%) FD/Cash (%) | |
| count 198.000000 198.000000 | |
| mean 8.434343 23.787879 | |
| std 3.427751 16.426902 | |
| min 0.000000 10.000000 | |
| 25% 5.000000 15.000000 | |
| 50% 10.000000 20.000000 | |
| 75% 10.000000 20.000000 | |
| max 15.000000 80.000000 |