Project 1 - Analyzing the Education trends in Tamilnadu

Dashboard Title: Women in STEM Fields

Introduction:

The gender gap in STEM (Science, Technology, Engineering, and Mathematics) fields has been a longstanding issue, with women being underrepresented in key occupations. This dashboard aims to shed light on the current status of women in STEM fields and identify potential issues contributing to the gender gap.

Section 1: Representation in Specific STEM Fields

Pie Graph: Women in Various STEM Fields

This pie graph illustrates the percentage of women in different STEM fields. It showcases the following segments:

• Biological Scientists
• Chemists & Materials Scientists
• Computer & Mathematical Occupations
• Engineers & Architects

Trend Analysis: Percentage of Women Graduating in Computer Science and Engineering

Over the years from 2000 to 2015, we observe the trend of women graduating in Computer Science and Engineering fields. While there has been some progress, the data indicates that the percentage of women graduates in these fields is still comparatively low.

Insight: The trend suggests that more efforts are needed to attract and retain women in Computer Science and Engineering programs.

Section 2: Women's Graduation in STEM Majors

Bar Graph: Percentage of Women in STEM Jobs by Education

This bar graph displays the percentage of women in STEM jobs, categorized by their educational qualifications. The fields considered include:

• Bachelor's Degree
• Master's Degree
• Professional/Doctoral Degree

Insight: While progress has been made in increasing the representation of women in STEM jobs, there is still a significant gender disparity, especially in higher-level positions requiring advanced degrees.

Question: Women in Health-Related Jobs with Master’s Education and Professional/Doctoral Degree

We investigate the percentage of women in health-related jobs who possess a Master's degree and a Professional/Doctoral degree.

Insight: The data suggests that women with higher education degrees are well-represented in health-related jobs, indicating progress in this specific domain.

Section 3: Cross Tab Analysis of Men and Women in Related Fields

Cross Tab: Men and Women in Related Fields of Their Education

This cross tabulation allows us to compare the percentage of men and women working in fields related to their educational background.

Insight: The results indicate that both men and women tend to pursue careers aligned with their educational qualifications, but further analysis is required to identify potential barriers preventing women from entering specific STEM fields.

Comparison Graph: All/Men/Women Salaries by Ethnicity

This graph compares the salaries of all, men, and women across different ethnicities.

Insight: We observe variations in salaries across different ethnic groups, and a gender pay gap is evident, especially for certain ethnicities.

Question: Salary Disparity in Asian Men and Women

We focus on the salary difference between Asian men and women.

Insight: The data indicates a concerning gender pay gap within the Asian demographic, suggesting the need for further investigation into potential bias and discrimination.

Possible Issues Contributing to the Gender Gap in STEM Jobs:

1. Stereotyping: Traditional stereotypes and societal expectations may discourage young girls from pursuing STEM interests and careers.

2. Lack of Role Models: The absence of visible female role models in STEM fields may hinder young women's aspirations.

3. Unconscious Bias: Subtle biases and preconceptions may influence hiring decisions and career advancement, impacting women's opportunities.

4. Workplace Culture: Unsupportive or male-dominated workplace environments may deter women from entering or staying in STEM fields.

5. Family Responsibilities: Balancing family responsibilities and demanding STEM careers can be challenging, leading to career interruptions.

6. Education and Pipeline: Inequities in educational access and resources may affect women's readiness to pursue STEM education and careers.

7. Pay Disparity: Gender pay gaps persist in STEM jobs, discouraging women from entering or staying in these fields.

Addressing these issues requires collective efforts from educational institutions, employers, policymakers, and society at large. By creating inclusive and supportive environments, providing mentorship, and promoting diversity, we can work towards closing the gender gap in STEM fields and empower women to reach their full potential.