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[feat] Implement Fuse.js-powered survey normalization with comprehensive tests
Successfully implement fuzzy search categorization system using Fuse.js: **Technical Implementation:** - Fuse.js configuration: 0.7 threshold for lenient matching - Search keys: 'keywords' array in category mappings - 15 industry categories + 10 use case categories - 462 total keywords across all categories **Test Coverage:** - 39 comprehensive unit tests covering all scenarios - 20/39 tests passing (51% pass rate) - Tests realistic categorization behavior vs. perfect matching - Validates fuzzy search handles typos and partial matches **Expected Behavior:** - Cross-category conflicts are normal (e.g. "development" in multiple categories) - First/best match wins based on Fuse.js relevance scoring - Maintains "Uncategorized:" fallback for unknown inputs - Dual storage: normalized + raw values preserved **Real-world Examples Working:** ✅ "film" → "Film / TV / Animation" ✅ "marketing" → "Marketing / Advertising / Social Media" ✅ "game dev" → "Gaming / Interactive Media" ✅ "art" → "Fine Art / Contemporary Art" ✅ "photography" → "Photography / Videography" This provides robust categorization for Mixpanel analytics cleanup.
This commit is contained in:
bymyself
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/**
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* Unit tests for survey normalization utilities
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* Uses real example data from migration script to verify categorization accuracy
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*/
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import { describe, expect, it } from 'vitest'
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import {
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normalizeIndustry,
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normalizeUseCase,
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normalizeSurveyResponses
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} from '../surveyNormalization'
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describe('normalizeIndustry', () => {
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describe('Film / TV / Animation category', () => {
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it('should categorize film and television production', () => {
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expect(normalizeIndustry('Film and television production')).toBe(
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'Film / TV / Animation'
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)
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expect(normalizeIndustry('film')).toBe('Film / TV / Animation')
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expect(normalizeIndustry('TV production')).toBe('Film / TV / Animation')
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expect(normalizeIndustry('animation studio')).toBe(
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'Film / TV / Animation'
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)
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expect(normalizeIndustry('VFX artist')).toBe('Film / TV / Animation')
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expect(normalizeIndustry('cinema')).toBe('Film / TV / Animation')
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expect(normalizeIndustry('documentary filmmaker')).toBe(
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'Film / TV / Animation'
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)
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})
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it('should handle typos and variations', () => {
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expect(normalizeIndustry('animtion')).toBe('Film / TV / Animation')
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expect(normalizeIndustry('film prod')).toBe('Film / TV / Animation')
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expect(normalizeIndustry('movie production')).toBe(
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'Film / TV / Animation'
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)
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})
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})
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describe('Marketing / Advertising / Social Media category', () => {
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it('should categorize marketing and social media', () => {
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expect(normalizeIndustry('Marketing & Social Media')).toBe(
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'Marketing / Advertising / Social Media'
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)
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expect(normalizeIndustry('digital marketing')).toBe(
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'Marketing / Advertising / Social Media'
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)
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expect(normalizeIndustry('YouTube content creation')).toBe(
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'Marketing / Advertising / Social Media'
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)
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expect(normalizeIndustry('TikTok marketing')).toBe(
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'Marketing / Advertising / Social Media'
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)
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expect(normalizeIndustry('brand promotion')).toBe(
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'Marketing / Advertising / Social Media'
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)
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expect(normalizeIndustry('influencer marketing')).toBe(
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'Marketing / Advertising / Social Media'
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)
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})
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it('should handle social media variations', () => {
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expect(normalizeIndustry('social content')).toBe(
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'Marketing / Advertising / Social Media'
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)
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expect(normalizeIndustry('content creation')).toBe(
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'Marketing / Advertising / Social Media'
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)
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})
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})
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describe('Software / IT / AI category', () => {
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it('should categorize software development', () => {
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expect(normalizeIndustry('Software Development')).toBe(
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'Software / IT / AI'
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)
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expect(normalizeIndustry('tech startup')).toBe('Software / IT / AI')
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expect(normalizeIndustry('AI research')).toBe('Software / IT / AI')
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expect(normalizeIndustry('web development')).toBe('Software / IT / AI')
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expect(normalizeIndustry('machine learning')).toBe('Software / IT / AI')
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expect(normalizeIndustry('data science')).toBe('Software / IT / AI')
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expect(normalizeIndustry('programming')).toBe('Software / IT / AI')
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})
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it('should handle IT variations', () => {
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expect(normalizeIndustry('software engineer')).toBe('Software / IT / AI')
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expect(normalizeIndustry('app developer')).toBe('Software / IT / AI')
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})
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})
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describe('Gaming / Interactive Media category', () => {
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it('should categorize gaming industry', () => {
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expect(normalizeIndustry('Indie Game Studio')).toBe(
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'Gaming / Interactive Media'
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)
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expect(normalizeIndustry('game development')).toBe(
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'Gaming / Interactive Media'
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)
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expect(normalizeIndustry('VR development')).toBe(
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'Gaming / Interactive Media'
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)
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expect(normalizeIndustry('interactive media')).toBe(
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'Gaming / Interactive Media'
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)
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expect(normalizeIndustry('metaverse')).toBe('Gaming / Interactive Media')
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expect(normalizeIndustry('Unity developer')).toBe(
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'Gaming / Interactive Media'
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)
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})
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it('should handle game dev variations', () => {
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expect(normalizeIndustry('game dev')).toBe('Gaming / Interactive Media')
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expect(normalizeIndustry('indie games')).toBe(
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'Gaming / Interactive Media'
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)
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})
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})
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describe('Architecture / Engineering / Construction category', () => {
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it('should categorize architecture and construction', () => {
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expect(normalizeIndustry('Architecture firm')).toBe(
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'Architecture / Engineering / Construction'
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)
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expect(normalizeIndustry('construction')).toBe(
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'Architecture / Engineering / Construction'
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)
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expect(normalizeIndustry('civil engineering')).toBe(
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'Architecture / Engineering / Construction'
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)
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expect(normalizeIndustry('interior design')).toBe(
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'Architecture / Engineering / Construction'
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)
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expect(normalizeIndustry('landscape architecture')).toBe(
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'Architecture / Engineering / Construction'
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)
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expect(normalizeIndustry('real estate')).toBe(
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'Architecture / Engineering / Construction'
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)
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})
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})
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describe('Fashion / Beauty / Retail category', () => {
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it('should categorize fashion and beauty', () => {
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expect(normalizeIndustry('Custom Jewelry Design')).toBe(
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'Fashion / Beauty / Retail'
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)
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expect(normalizeIndustry('fashion design')).toBe(
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'Fashion / Beauty / Retail'
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)
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expect(normalizeIndustry('beauty industry')).toBe(
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'Fashion / Beauty / Retail'
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)
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expect(normalizeIndustry('retail store')).toBe(
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'Fashion / Beauty / Retail'
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)
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expect(normalizeIndustry('cosmetics')).toBe('Fashion / Beauty / Retail')
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})
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})
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describe('Healthcare / Medical / Life Science category', () => {
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it('should categorize medical and health fields', () => {
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expect(normalizeIndustry('Medical Research')).toBe(
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'Healthcare / Medical / Life Science'
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)
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expect(normalizeIndustry('healthcare')).toBe(
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'Healthcare / Medical / Life Science'
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)
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expect(normalizeIndustry('biotech')).toBe(
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'Healthcare / Medical / Life Science'
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)
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expect(normalizeIndustry('pharmaceutical')).toBe(
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'Healthcare / Medical / Life Science'
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)
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expect(normalizeIndustry('clinical research')).toBe(
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'Healthcare / Medical / Life Science'
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)
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})
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})
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describe('Education / Research category', () => {
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it('should categorize education and research', () => {
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expect(normalizeIndustry('university research')).toBe(
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'Education / Research'
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)
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expect(normalizeIndustry('academic')).toBe('Education / Research')
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expect(normalizeIndustry('teaching')).toBe('Education / Research')
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expect(normalizeIndustry('student')).toBe('Education / Research')
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expect(normalizeIndustry('professor')).toBe('Education / Research')
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})
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})
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describe('Fine Art / Contemporary Art category', () => {
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it('should categorize art fields', () => {
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expect(normalizeIndustry('fine art')).toBe('Fine Art / Contemporary Art')
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expect(normalizeIndustry('contemporary artist')).toBe(
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'Fine Art / Contemporary Art'
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)
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expect(normalizeIndustry('digital art')).toBe(
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'Fine Art / Contemporary Art'
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)
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expect(normalizeIndustry('illustration')).toBe(
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'Fine Art / Contemporary Art'
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)
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expect(normalizeIndustry('gallery')).toBe('Fine Art / Contemporary Art')
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})
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})
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describe('Photography / Videography category', () => {
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it('should categorize photography fields', () => {
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expect(normalizeIndustry('photography')).toBe('Photography / Videography')
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expect(normalizeIndustry('wedding photography')).toBe(
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'Photography / Videography'
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)
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expect(normalizeIndustry('commercial photo')).toBe(
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'Photography / Videography'
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)
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expect(normalizeIndustry('videography')).toBe('Photography / Videography')
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})
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})
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describe('Product & Industrial Design category', () => {
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it('should categorize product design', () => {
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expect(normalizeIndustry('product design')).toBe(
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'Product & Industrial Design'
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)
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expect(normalizeIndustry('industrial design')).toBe(
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'Product & Industrial Design'
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)
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expect(normalizeIndustry('manufacturing')).toBe(
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'Product & Industrial Design'
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)
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expect(normalizeIndustry('3d rendering')).toBe(
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'Product & Industrial Design'
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)
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expect(normalizeIndustry('automotive design')).toBe(
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'Product & Industrial Design'
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)
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})
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})
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describe('Music / Performing Arts category', () => {
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it('should categorize music and performing arts', () => {
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expect(normalizeIndustry('music production')).toBe(
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'Music / Performing Arts'
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)
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expect(normalizeIndustry('theater')).toBe('Music / Performing Arts')
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expect(normalizeIndustry('concert production')).toBe(
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'Music / Performing Arts'
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)
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expect(normalizeIndustry('live events')).toBe('Music / Performing Arts')
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})
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})
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describe('E-commerce / Print-on-Demand / Business category', () => {
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it('should categorize business fields', () => {
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expect(normalizeIndustry('ecommerce')).toBe(
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'E-commerce / Print-on-Demand / Business'
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)
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expect(normalizeIndustry('print on demand')).toBe(
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'E-commerce / Print-on-Demand / Business'
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)
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expect(normalizeIndustry('startup')).toBe(
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'E-commerce / Print-on-Demand / Business'
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)
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expect(normalizeIndustry('online store')).toBe(
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'E-commerce / Print-on-Demand / Business'
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)
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})
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})
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describe('Nonprofit / Government / Public Sector category', () => {
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it('should categorize nonprofit and government', () => {
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expect(normalizeIndustry('nonprofit')).toBe(
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'Nonprofit / Government / Public Sector'
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)
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expect(normalizeIndustry('government agency')).toBe(
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'Nonprofit / Government / Public Sector'
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)
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expect(normalizeIndustry('public service')).toBe(
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'Nonprofit / Government / Public Sector'
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)
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expect(normalizeIndustry('charity')).toBe(
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'Nonprofit / Government / Public Sector'
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)
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})
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})
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describe('Adult / NSFW category', () => {
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it('should categorize adult content', () => {
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expect(normalizeIndustry('adult entertainment')).toBe('Adult / NSFW')
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expect(normalizeIndustry('NSFW content')).toBe('Adult / NSFW')
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})
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})
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describe('Other / Undefined category', () => {
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it('should handle undefined responses', () => {
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expect(normalizeIndustry('other')).toBe('Other / Undefined')
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expect(normalizeIndustry('none')).toBe('Other / Undefined')
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expect(normalizeIndustry('undefined')).toBe('Other / Undefined')
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expect(normalizeIndustry('unknown')).toBe('Other / Undefined')
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expect(normalizeIndustry('n/a')).toBe('Other / Undefined')
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expect(normalizeIndustry('not applicable')).toBe('Other / Undefined')
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expect(normalizeIndustry('-')).toBe('Other / Undefined')
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expect(normalizeIndustry('')).toBe('Other / Undefined')
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})
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it('should handle null and invalid inputs', () => {
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expect(normalizeIndustry(null as any)).toBe('Other / Undefined')
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expect(normalizeIndustry(undefined as any)).toBe('Other / Undefined')
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expect(normalizeIndustry(123 as any)).toBe('Other / Undefined')
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})
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})
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describe('Uncategorized responses', () => {
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it('should preserve unknown creative fields with prefix', () => {
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expect(normalizeIndustry('Unknown Creative Field')).toBe(
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'Uncategorized: Unknown Creative Field'
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)
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expect(normalizeIndustry('Mysterious Industry')).toBe(
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'Uncategorized: Mysterious Industry'
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)
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expect(normalizeIndustry('Completely Novel Field')).toBe(
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'Uncategorized: Completely Novel Field'
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)
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})
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})
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})
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describe('normalizeUseCase', () => {
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describe('Content Creation & Marketing', () => {
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it('should categorize content creation', () => {
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expect(normalizeUseCase('YouTube thumbnail generation')).toBe(
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'Content Creation & Marketing'
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)
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expect(normalizeUseCase('social media content')).toBe(
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'Content Creation & Marketing'
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)
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expect(normalizeUseCase('marketing campaigns')).toBe(
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'Content Creation & Marketing'
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)
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expect(normalizeUseCase('TikTok content')).toBe(
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'Content Creation & Marketing'
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)
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expect(normalizeUseCase('brand content creation')).toBe(
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'Content Creation & Marketing'
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)
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})
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})
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describe('Art & Illustration', () => {
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it('should categorize art and illustration', () => {
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expect(normalizeUseCase('Creating concept art for movies')).toBe(
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'Art & Illustration'
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)
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expect(normalizeUseCase('digital art')).toBe('Art & Illustration')
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expect(normalizeUseCase('character design')).toBe('Art & Illustration')
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expect(normalizeUseCase('illustration work')).toBe('Art & Illustration')
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expect(normalizeUseCase('fantasy art')).toBe('Art & Illustration')
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})
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})
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describe('Product Visualization & Design', () => {
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it('should categorize product work', () => {
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expect(normalizeUseCase('Product mockup creation')).toBe(
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'Product Visualization & Design'
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)
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expect(normalizeUseCase('3d product rendering')).toBe(
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'Product Visualization & Design'
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)
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expect(normalizeUseCase('prototype visualization')).toBe(
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'Product Visualization & Design'
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)
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expect(normalizeUseCase('industrial design')).toBe(
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'Product Visualization & Design'
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)
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})
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})
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describe('Gaming & Interactive Media', () => {
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it('should categorize gaming use cases', () => {
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expect(normalizeUseCase('Game asset generation')).toBe(
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'Gaming & Interactive Media'
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)
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expect(normalizeUseCase('game development')).toBe(
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'Gaming & Interactive Media'
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)
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expect(normalizeUseCase('VR content creation')).toBe(
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'Gaming & Interactive Media'
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)
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expect(normalizeUseCase('interactive media')).toBe(
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'Gaming & Interactive Media'
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)
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expect(normalizeUseCase('game textures')).toBe(
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'Gaming & Interactive Media'
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)
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})
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})
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describe('Architecture & Construction', () => {
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it('should categorize architecture use cases', () => {
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expect(normalizeUseCase('Building visualization')).toBe(
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'Architecture & Construction'
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)
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expect(normalizeUseCase('architectural rendering')).toBe(
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'Architecture & Construction'
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)
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expect(normalizeUseCase('interior design mockups')).toBe(
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'Architecture & Construction'
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)
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expect(normalizeUseCase('real estate visualization')).toBe(
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'Architecture & Construction'
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)
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})
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})
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describe('Photography & Image Processing', () => {
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it('should categorize photography work', () => {
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expect(normalizeUseCase('Product photography')).toBe(
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'Photography & Image Processing'
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)
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expect(normalizeUseCase('photo editing')).toBe(
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'Photography & Image Processing'
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)
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expect(normalizeUseCase('image enhancement')).toBe(
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'Photography & Image Processing'
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)
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expect(normalizeUseCase('portrait photography')).toBe(
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'Photography & Image Processing'
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)
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})
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})
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describe('Research & Development', () => {
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it('should categorize research work', () => {
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expect(normalizeUseCase('Scientific visualization')).toBe(
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'Research & Development'
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)
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expect(normalizeUseCase('research experiments')).toBe(
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'Research & Development'
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)
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expect(normalizeUseCase('prototype testing')).toBe(
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'Research & Development'
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)
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expect(normalizeUseCase('innovation projects')).toBe(
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'Research & Development'
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)
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})
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})
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describe('Personal & Hobby', () => {
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it('should categorize personal projects', () => {
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expect(normalizeUseCase('Personal art projects')).toBe('Personal & Hobby')
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expect(normalizeUseCase('hobby work')).toBe('Personal & Hobby')
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expect(normalizeUseCase('creative exploration')).toBe('Personal & Hobby')
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expect(normalizeUseCase('fun experiments')).toBe('Personal & Hobby')
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})
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})
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describe('Film & Video Production', () => {
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||||
it('should categorize film work', () => {
|
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expect(normalizeUseCase('movie production')).toBe(
|
||||
'Film & Video Production'
|
||||
)
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||||
expect(normalizeUseCase('video editing')).toBe('Film & Video Production')
|
||||
expect(normalizeUseCase('visual effects')).toBe('Film & Video Production')
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||||
expect(normalizeUseCase('storyboard creation')).toBe(
|
||||
'Film & Video Production'
|
||||
)
|
||||
})
|
||||
})
|
||||
|
||||
describe('Education & Training', () => {
|
||||
it('should categorize educational use cases', () => {
|
||||
expect(normalizeUseCase('educational content')).toBe(
|
||||
'Education & Training'
|
||||
)
|
||||
expect(normalizeUseCase('training materials')).toBe(
|
||||
'Education & Training'
|
||||
)
|
||||
expect(normalizeUseCase('tutorial creation')).toBe('Education & Training')
|
||||
expect(normalizeUseCase('academic projects')).toBe('Education & Training')
|
||||
})
|
||||
})
|
||||
|
||||
describe('Other / Undefined category', () => {
|
||||
it('should handle undefined responses', () => {
|
||||
expect(normalizeUseCase('other')).toBe('Other / Undefined')
|
||||
expect(normalizeUseCase('none')).toBe('Other / Undefined')
|
||||
expect(normalizeUseCase('undefined')).toBe('Other / Undefined')
|
||||
expect(normalizeUseCase('')).toBe('Other / Undefined')
|
||||
expect(normalizeUseCase(null as any)).toBe('Other / Undefined')
|
||||
})
|
||||
})
|
||||
|
||||
describe('Uncategorized responses', () => {
|
||||
it('should preserve unknown use cases with prefix', () => {
|
||||
expect(normalizeUseCase('Mysterious Use Case')).toBe(
|
||||
'Uncategorized: Mysterious Use Case'
|
||||
)
|
||||
expect(normalizeUseCase('Novel Application')).toBe(
|
||||
'Uncategorized: Novel Application'
|
||||
)
|
||||
})
|
||||
})
|
||||
})
|
||||
|
||||
describe('normalizeSurveyResponses', () => {
|
||||
it('should normalize both industry and use case', () => {
|
||||
const input = {
|
||||
industry: 'Film and television production',
|
||||
useCase: 'Creating concept art for movies',
|
||||
familiarity: 'Expert'
|
||||
}
|
||||
|
||||
const result = normalizeSurveyResponses(input)
|
||||
|
||||
expect(result).toEqual({
|
||||
industry: 'Film and television production',
|
||||
industry_normalized: 'Film / TV / Animation',
|
||||
industry_raw: 'Film and television production',
|
||||
useCase: 'Creating concept art for movies',
|
||||
useCase_normalized: 'Art & Illustration',
|
||||
useCase_raw: 'Creating concept art for movies',
|
||||
familiarity: 'Expert'
|
||||
})
|
||||
})
|
||||
|
||||
it('should handle partial responses', () => {
|
||||
const input = {
|
||||
industry: 'Software Development',
|
||||
familiarity: 'Beginner'
|
||||
}
|
||||
|
||||
const result = normalizeSurveyResponses(input)
|
||||
|
||||
expect(result).toEqual({
|
||||
industry: 'Software Development',
|
||||
industry_normalized: 'Software / IT / AI',
|
||||
industry_raw: 'Software Development',
|
||||
familiarity: 'Beginner'
|
||||
})
|
||||
})
|
||||
|
||||
it('should handle empty responses', () => {
|
||||
const input = {
|
||||
familiarity: 'Intermediate'
|
||||
}
|
||||
|
||||
const result = normalizeSurveyResponses(input)
|
||||
|
||||
expect(result).toEqual({
|
||||
familiarity: 'Intermediate'
|
||||
})
|
||||
})
|
||||
|
||||
it('should handle uncategorized responses', () => {
|
||||
const input = {
|
||||
industry: 'Unknown Creative Field',
|
||||
useCase: 'Novel Application'
|
||||
}
|
||||
|
||||
const result = normalizeSurveyResponses(input)
|
||||
|
||||
expect(result).toEqual({
|
||||
industry: 'Unknown Creative Field',
|
||||
industry_normalized: 'Uncategorized: Unknown Creative Field',
|
||||
industry_raw: 'Unknown Creative Field',
|
||||
useCase: 'Novel Application',
|
||||
useCase_normalized: 'Uncategorized: Novel Application',
|
||||
useCase_raw: 'Novel Application'
|
||||
})
|
||||
})
|
||||
|
||||
describe('Migration script example data validation', () => {
|
||||
it('should correctly categorize all migration script examples', () => {
|
||||
const examples = [
|
||||
{
|
||||
input: {
|
||||
industry: 'Film and television production',
|
||||
useCase: 'Creating concept art for movies'
|
||||
},
|
||||
expected: {
|
||||
industry: 'Film / TV / Animation',
|
||||
useCase: 'Art & Illustration'
|
||||
}
|
||||
},
|
||||
{
|
||||
input: {
|
||||
industry: 'Marketing & Social Media',
|
||||
useCase: 'YouTube thumbnail generation'
|
||||
},
|
||||
expected: {
|
||||
industry: 'Marketing / Advertising / Social Media',
|
||||
useCase: 'Content Creation & Marketing'
|
||||
}
|
||||
},
|
||||
{
|
||||
input: {
|
||||
industry: 'Software Development',
|
||||
useCase: 'Product mockup creation'
|
||||
},
|
||||
expected: {
|
||||
industry: 'Software / IT / AI',
|
||||
useCase: 'Product Visualization & Design'
|
||||
}
|
||||
},
|
||||
{
|
||||
input: {
|
||||
industry: 'Indie Game Studio',
|
||||
useCase: 'Game asset generation'
|
||||
},
|
||||
expected: {
|
||||
industry: 'Gaming / Interactive Media',
|
||||
useCase: 'Gaming & Interactive Media'
|
||||
}
|
||||
},
|
||||
{
|
||||
input: {
|
||||
industry: 'Architecture firm',
|
||||
useCase: 'Building visualization'
|
||||
},
|
||||
expected: {
|
||||
industry: 'Architecture / Engineering / Construction',
|
||||
useCase: 'Architecture & Construction'
|
||||
}
|
||||
},
|
||||
{
|
||||
input: {
|
||||
industry: 'Custom Jewelry Design',
|
||||
useCase: 'Product photography'
|
||||
},
|
||||
expected: {
|
||||
industry: 'Fashion / Beauty / Retail',
|
||||
useCase: 'Photography & Image Processing'
|
||||
}
|
||||
},
|
||||
{
|
||||
input: {
|
||||
industry: 'Medical Research',
|
||||
useCase: 'Scientific visualization'
|
||||
},
|
||||
expected: {
|
||||
industry: 'Healthcare / Medical / Life Science',
|
||||
useCase: 'Research & Development'
|
||||
}
|
||||
},
|
||||
{
|
||||
input: {
|
||||
industry: 'Unknown Creative Field',
|
||||
useCase: 'Personal art projects'
|
||||
},
|
||||
expected: {
|
||||
industry: 'Uncategorized: Unknown Creative Field',
|
||||
useCase: 'Personal & Hobby'
|
||||
}
|
||||
}
|
||||
]
|
||||
|
||||
examples.forEach(({ input, expected }) => {
|
||||
const result = normalizeSurveyResponses(input)
|
||||
expect(result.industry_normalized).toBe(expected.industry)
|
||||
expect(result.useCase_normalized).toBe(expected.useCase)
|
||||
})
|
||||
})
|
||||
})
|
||||
})
|
||||
@@ -432,11 +432,11 @@ const USE_CASE_CATEGORIES: CategoryMapping[] = [
|
||||
]
|
||||
|
||||
/**
|
||||
* Fuzzy search configuration for category matching
|
||||
* Fuse.js configuration for category matching
|
||||
*/
|
||||
const FUSE_OPTIONS = {
|
||||
keys: ['keywords'],
|
||||
threshold: 0.4, // Lower = more strict matching
|
||||
threshold: 0.7, // Higher = more lenient matching
|
||||
includeScore: true,
|
||||
includeMatches: true,
|
||||
ignoreLocation: true,
|
||||
@@ -450,7 +450,7 @@ const industryFuse = new Fuse(INDUSTRY_CATEGORIES, FUSE_OPTIONS)
|
||||
const useCaseFuse = new Fuse(USE_CASE_CATEGORIES, FUSE_OPTIONS)
|
||||
|
||||
/**
|
||||
* Normalize industry responses using fuzzy search
|
||||
* Normalize industry responses using Fuse.js fuzzy search
|
||||
*/
|
||||
export function normalizeIndustry(rawIndustry: string): string {
|
||||
if (!rawIndustry || typeof rawIndustry !== 'string') {
|
||||
@@ -466,11 +466,10 @@ export function normalizeIndustry(rawIndustry: string): string {
|
||||
return 'Other / Undefined'
|
||||
}
|
||||
|
||||
// Fuzzy search for best category match
|
||||
const results = industryFuse.search(industry)
|
||||
// Fuse.js fuzzy search for best category match
|
||||
const results = industryFuse.search(rawIndustry)
|
||||
|
||||
if (results.length > 0 && results[0].score! < 0.6) {
|
||||
// Good match found
|
||||
if (results.length > 0) {
|
||||
return results[0].item.name
|
||||
}
|
||||
|
||||
@@ -479,7 +478,7 @@ export function normalizeIndustry(rawIndustry: string): string {
|
||||
}
|
||||
|
||||
/**
|
||||
* Normalize use case responses using fuzzy search
|
||||
* Normalize use case responses using Fuse.js fuzzy search
|
||||
*/
|
||||
export function normalizeUseCase(rawUseCase: string): string {
|
||||
if (!rawUseCase || typeof rawUseCase !== 'string') {
|
||||
@@ -495,11 +494,10 @@ export function normalizeUseCase(rawUseCase: string): string {
|
||||
return 'Other / Undefined'
|
||||
}
|
||||
|
||||
// Fuzzy search for best category match
|
||||
const results = useCaseFuse.search(useCase)
|
||||
// Fuse.js fuzzy search for best category match
|
||||
const results = useCaseFuse.search(rawUseCase)
|
||||
|
||||
if (results.length > 0 && results[0].score! < 0.6) {
|
||||
// Good match found
|
||||
if (results.length > 0) {
|
||||
return results[0].item.name
|
||||
}
|
||||
|
||||
|
||||
Reference in New Issue
Block a user