International Women's Day-Inspired Data Analytics Project Ideas | Build your Portfolio, 📈.
Data Analytics Projects to build your Data Portfolio.
Happy International Women’s Day, Data Nerd. 🥳
To stay on theme, we compiled some beginner-friendly International Women’s Day-inspired data projects you can consider adding to your portfolio. We hope you enjoy working on them:
👩🏾💻 Women’s Health Survey Analysis:
Type of Project: Exploratory Data Analysis (EDA)
Dataset Type: Survey Responses
Description: Analyze survey data related to women’s health topics such as
reproductive health, mental health, and lifestyle habits. Explore trends, correlations and insights to better understand women's health needs and behaviours.
👩🏾💻 Gender Pay Gap Analysis:
Type of Project: Comparative Analysis
Dataset Type: Salary Data
Description: Investigate the gender pay gap by analyzing salary data from different industries and job roles. Explore factors such as education, experience, and occupation to identify disparities and potential contributing factors.
👩🏾💻 Maternal Health Care Analysis:
Type of Project: Time Series Analysis
Dataset Type: Health Care Data
Description: Use time-series analysis techniques to examine trends in maternal health care outcomes over time. Explore factors such as access to prenatal care, maternal mortality rates, and disparities in maternal health outcomes among different demographic groups.
👩🏾💻 Women’s Representation in Politics:
Type of Project: Visualization Project
Dataset Type: Political Data
Description: Create visualizations to illustrate the representation of women in politics at various levels of government. Explore trends in the number of women elected to legislative bodies, political party affiliation, and geographic representation.
👩🏾💻Breast Cancer Survival Analysis:
Type of Project: Survival Analysis
Dataset Type: Medical Records
Description: Conduct a survival analysis to assess factors influencing breast cancer survival rates among women. Explore variables such as age, tumour characteristics, treatment methods, and survival outcomes.
👩🏾💻 Gender-Based Violence Reporting Trends:
Type of Project: Text Analysis
Dataset Type: Police Reports or Social Media Data
Description: Analyze text data from police reports or social media platforms to identify trends in reporting and prevalence of gender-based violence incidents. Use text mining techniques to extract key insights and sentiment analysis to assess public discourse around the topic.
👩🏾💻 Retail Industry: Women's Fashion Trends Analysis
Type of Project: Market Analysis
Dataset Type: Sales Data, Customer Feedback
Description: Analyze sales data and customer feedback to identify trends in women's fashion preferences, such as clothing styles, colours, and sizes. Use this information to recommend popular fashion items and improve inventory management for retailers targeting female customers.
👩🏾💻 Financial Services Industry: Women's Financial Wellness Assessment
Type of Project: Financial Analysis
Dataset Type: Financial Behavior Data, Survey Data
Description: Assess the financial wellness of women by analyzing financial behaviour, savings habits, and investment portfolios. Develop personalized financial wellness plans and educational resources tailored to women's unique financial needs and goals.
👩🏾💻 Education Industry: Women in STEM Education Analysis
Type of Project: Education Data Analysis
Dataset Type: Enrollment Data, Graduation Data
Description: Analyze enrollment and graduation data to assess the representation of women in STEM (Science, Technology, Engineering, and Mathematics) education programs. Identify barriers and opportunities for increasing female participation and retention in STEM fields.
👩🏾💻 Manufacturing Industry: Women in Manufacturing Workforce Analysis
Type of Project: Workforce Diversity Analysis
Dataset Type: Workforce Demographics Data
Description: Evaluate workforce data to examine the representation of women in manufacturing industries and leadership positions. Identify strategies for promoting gender diversity, equity, and inclusion in the manufacturing workforce.
👩🏾💻 Hospitality Industry: Women's Travel Preferences Study
Type of Project: Market Research
Dataset Type: Booking Data, Survey Data
Description: Conduct a survey or analyze booking data to understand women's travel preferences, safety concerns, and accommodation preferences. Use insights to improve travel experiences and amenities for female travellers, including solo travellers and women travelling with children.
👩🏾💻 Telecommunications Industry: Women's Mobile Usage Analysis
Type of Project: Data Analysis
Dataset Type: Mobile Usage Data
Description: Analyze mobile usage data to understand how women use mobile devices, including usage patterns, app preferences, and communication habits. Use insights to develop mobile services and apps that meet the specific needs and preferences of female users.
👩🏾💻 E-commerce Industry: Women's Beauty and Wellness Product Recommendations
Type of Project: Recommendation System
Dataset Type: Customer Reviews, Purchase History
Description: Implement recommendation systems to personalize beauty and wellness product recommendations for female shoppers based on their skincare concerns, makeup preferences, and wellness goals. Utilize customer reviews and feedback to improve product recommendations and customer satisfaction.
👩🏾💻 Energy Industry: Women's Energy Consumption Patterns Analysis
Type of Project: Energy Data Analysis
Dataset Type: Energy Consumption Data
Description: Analyze energy consumption data to understand how women use energy in households and businesses. Identify opportunities for promoting energy efficiency and sustainability initiatives targeted at women, such as home energy audits and renewable energy programs.
👩🏾💻 Transportation Industry: Women's Safety in Public Transportation Analysis
Type of Project: Safety Analysis
Dataset Type: Transportation Data, Survey Data
Description: Analyze transportation data and survey responses to assess women's safety concerns and experiences while using public transportation. Identify safety improvements and initiatives to create safer and more inclusive transportation systems for women.
These project ideas focus on issues relevant to women's experiences and well-being across various industries, providing opportunities to address gender disparities and promote gender equality through data analysis and insights.
Depending on your interests and available datasets, you can choose a project that aligns with your goals and skill level.
Do not forget to also follow Women in Data Africa on Twitter, LinkedIn, and Instagram.
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