Does this skill require images to work?

No, while image analysis improves accuracy, the skill can perform predictions using only names or other available profile context.

Can I process large lists of people at once?

Yes, the skill includes a batch_predict tool specifically designed to process multiple records efficiently, making it suitable for high-volume data analysis.

How does the skill predict demographics from just a name?

The skill utilizes the analyze_name tool which processes linguistic signals and statistical patterns associated with specific age groups, genders, and ethnic backgrounds.

How reliable are the demographic predictions?

The skill provides a confidence score (0.0 to 1.0) for every prediction, allowing you to set thresholds and flag low-certainty results for manual review.

Demographic Predictor

Name: Demographic Predictor
Author: JesseHenson

byJesseHenson

데이터 과학 및 ML

Predicts age, gender, and ethnicity from person data and images to enrich datasets and customer profiles.

소개

The Demographic Predictor skill empowers Claude to perform sophisticated demographic analysis on person-based datasets using multi-modal inputs. By analyzing names, images, and contextual profiles, it generates automated estimates for age ranges, gender classification, and ethnic background, all accompanied by confidence scores for reliability. This skill is essential for developers and data scientists who need to automate data enrichment for CRM systems, conduct market research, or process large-scale user records while maintaining highly structured, machine-readable output.

주요 기능

Detailed age, gender, and ethnicity classification
Real-time confidence scoring for every prediction
Structured JSON output for seamless system integration
Multi-modal analysis using names, images, and context
0 GitHub stars
High-performance batch processing for large datasets

사용 사례

Analyzing demographic trends in large-scale user datasets
Automating lead generation data cleaning and enrichment
Enriching CRM customer profiles for targeted marketing

소개

주요 기능

Detailed age, gender, and ethnicity classification
Real-time confidence scoring for every prediction
Structured JSON output for seamless system integration
Multi-modal analysis using names, images, and context
0 GitHub stars
High-performance batch processing for large datasets

사용 사례

Analyzing demographic trends in large-scale user datasets
Automating lead generation data cleaning and enrichment
Enriching CRM customer profiles for targeted marketing