Gender Assessment 2024 Dataset.

This data set comes from the World Benchmarking Alliance's 2024 Gender
Assessment. It evaluates over 2,000 companies on their performance
regarding gender equality based on a subset of core gender indicators.
The assessment is part of a broader effort to benchmark private sector
progress on gender equality.

Variables
----------
company : Name of the company.
country : Country where the company is headquartered.
region : Geographical region (e.g., "North America", "Europe & Central Asia").
industry : Industry sector (e.g., "Chemicals", "Retail", "Metals & Mining").
ownership : Ownership type (e.g., "Public", "Private", "Government").
year : Year of assessment.
score : Overall gender assessment score.
percent_score : Overall score expressed as a percentage.
strategic_action : Score for strategic gender action.
gender_targets : Score for gender-related target setting.
gender_due_diligence : Score for due diligence on gender issues.
grievance_mechanisms : Availability and quality of grievance mechanisms.
stakeholder_engagement : Score for gender-related stakeholder engagement.
corrective_action : Corrective measures in place.
gender_leadership : Gender representation in leadership roles.
development_recruitment : Recruitment and career development opportunities
                          by gender.
employee_data_by_sex : Availability of employee data by sex.
supply_chain_gender_leadership : Gender representation in supply chain
                                 leadership.
enabling_environment_union_rights : Union rights and enabling environment
                                    for gender equity.
gender_procurement : Use of gender-based procurement policies.
gender_pay_gap : Disclosure and performance on gender pay equity.
carer_leave_paid : Paid leave policies for caregivers.
childcare_support : Availability of childcare-related policies.
flex_work : Flexible work options.
living_wage_supply_chain : Enforcement of living wage in supply chain.
health_safety : Workplace health and safety.
health_safety_supply_chain : Supply chain health and safety indicators.
violence_prevention : Policies and measures to prevent gender-based violence.
violence_remediation : Mechanisms for remediation after violence incidents.

Source
------
World Benchmarking Alliance 2024 Gender Assessment data set:
https://www.worldbenchmarkingalliance.org/research/2024-gender-assessment-data-set/

Notes
-----
Data sourced from World Benchmarking Alliance is available under the
Creative Commons Attribution 4.0 International License (CC BY 4.0):
https://creativecommons.org/licenses/by/4.0/

Examples
--------
>>> import diversedata as dd
>>> df = dd.load_data("genderassessment")
>>> df.head()
    company   country         region          ...
0   3M        United States   North America   ...

>>> dd.print_data_description("genderassessment")
Gender Assessment 2024 Dataset.

This data set comes from the World Benchmarking Alliance's...