EqualView Insights: Promoting DEI in Media

EqualView Insights is a DEI-Analysis-Tool dedicated to exploring and evaluating Diversity, Equity, and Inclusion (DEI) aspects within corporate textual content. Using advanced Natural Language Processing (NLP) techniques and integrating FairLens, the tool aims to provide insights into the inclusivity, representation, and overall fairness of various forms of written communication, including blog posts, training materials, emails, and marketing content.

Open-Source Datasets

This project draws strength from a diverse set of open-source datasets, each contributing unique perspectives to enhance the tool's analytical capabilities.

• Kaggle Dataset [Diversity, Equity and Inclusion Measures Dataset] (https://www.kaggle.com/datasets/keremkurt/diversity-equity-and-inclusion-measures-dataset)

KEY FEATURES

• Text-Based Analysis: The project initially focuses on the nuanced analysis of text content to identify and understand DEI-related patterns.
• Model Diversity: Leveraging both an NLP model and FairLens, the tool goes beyond conventional analysis, offering a deeper understanding of language patterns, sentiment, and representation.
• User-Friendly Interface: Designed with simplicity in mind, the tool provides a user-friendly interface for users to input text and easily interpret analysis results.

FAIRLENS ANALYSIS WRT DEMOGRAPHIC VARIABLES

• Dataset used: ProPublica COMPAS Dataset

• Dataset used: Kaggle DEI Dataset