Renumber the pipeline substeps to match the paper (5-1 becomes 5a)
prompts/ and runs/ move by git mv; zero padding dropped; the arbitration and LLM-merge rows in the cost ledger carry no new name -- their step column reads 已廢棄 with the original name kept in a new last column. Archived meta.json files and past decision-log entries keep the names they were written with. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
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{
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"keywords": [
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"addiction-and-obsession",
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"alcohol-and-substance-abuse",
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"ambition-and-self-determination",
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"attraction-and-admiration",
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"authenticity-and-honesty",
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"avoiding-commitment",
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"betrayal-and-cheating",
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"carefree-escapism",
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"celebration-and-partying",
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"cherishing-the-present-moment",
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"clinging-to-love",
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"community-and-togetherness",
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"confidence-and-self-assurance",
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"criminal-secrecy",
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"dancing-and-movement",
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"deception-and-distrust",
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"defiance-and-rebellion",
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"denial-and-self-deception",
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"desire-and-lust",
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"devotion",
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"disappointment-and-failure",
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"dominance-and-power",
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"dream-and-awakening",
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"ex-moving-on",
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"faith-and-spirituality",
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"false-friendship",
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"fame-and-status",
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"family-and-distance",
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"family-and-fatherhood",
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"fear-of-losing-love",
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"female-empowerment",
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"flirtation-and-seduction",
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"freedom-and-escape",
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"gratitude-and-appreciation",
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"guilt-and-apology",
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"haters-and-critics",
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"heartbreak-and-grief",
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"hidden-emotional-struggle",
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"hope-and-optimism",
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"human-connection",
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"hustle-and-money",
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"idealized-beauty",
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"impermanence",
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"independence-and-self-reliance",
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"individual-identity",
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"inner-mental-turmoil",
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"intimacy-and-connection",
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"jealousy-and-bitterness",
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"legacy-and-family",
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"lingering-memories",
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"loneliness-and-isolation",
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"longing-and-loss",
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"longing-for-clarity",
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"longing-for-reconciliation",
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"love-as-fleeting-and-transient",
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"loyalty-and-relationships",
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"luxury-and-fashion",
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"mortality-and-death",
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"music-as-entertainment",
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"mutual-individuality",
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"nighttime-revelry",
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"non-judgment-and-acceptance",
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"nostalgia-and-longing",
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"overcoming-hardship",
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"partner-inadequacy",
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"partying-and-nightlife",
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"past-trauma-and-healing",
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"personal-growth-and-change",
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"possessiveness-and-exclusivity",
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"predatory-threat",
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"reassurance-and-comfort",
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"reassurance-and-protection",
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"reggaeton-culture",
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"regret-and-reflection",
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"rejection-of-women",
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"relationship-breakup",
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"relationship-complications",
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"relentless-ambition",
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"reluctance-to-let-go",
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"reputation-and-gossip",
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"resilience-and-strength",
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"rising-to-success",
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"rivalry-and-superiority",
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"romantic-pursuit",
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"self-confidence-and-braggadocio",
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"self-worth-and-insecurity",
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"sensual-desire",
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"showing-off-and-impressing",
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"small-town-roots-and-identity",
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"societal-pressure",
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"street-loyalty-and-danger",
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"summer-as-metaphor",
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"surrender-and-sacrifice",
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"toxic-relationship",
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"urgency-and-time-pressure",
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"violence-and-street-danger",
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"vulnerability-and-betrayal",
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"wealth-and-flexing",
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"wealth-and-material-success",
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"women-power",
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"youth-and-coming-up"
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]
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}
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@@ -0,0 +1,33 @@
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{
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"script_version": "cluster_keywords.py 1.0.0",
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"source_runs": [
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"runs/01-tag/run1",
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"runs/01-tag/run2"
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],
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"source_records": [
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882,
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882
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],
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"embedding": {
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"model": "sentence-transformers/all-mpnet-base-v2",
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"revision": "e8c3b32edf5434bc2275fc9bab85f82640a19130"
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},
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"clustering": {
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"algorithm": "AgglomerativeClustering",
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"linkage": "ward",
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"metric": "euclidean",
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"clusters": 100
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},
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"extra_keywords": [
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"women-power"
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],
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"keyword_count": 5999,
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"versions": {
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"python": "3.14.6",
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"torch": "2.13.0+cpu",
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"transformers": "5.14.1",
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"sentence-transformers": "5.6.1",
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"scikit-learn": "1.9.0",
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"numpy": "2.5.1"
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}
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}
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@@ -0,0 +1,100 @@
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addiction-and-obsession
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alcohol-and-substance-abuse
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ambition-and-self-determination
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attraction-and-admiration
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authenticity-and-honesty
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avoiding-commitment
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betrayal-and-cheating
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carefree-escapism
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celebration-and-partying
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cherishing-the-present-moment
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clinging-to-love
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community-and-togetherness
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confidence-and-self-assurance
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criminal-secrecy
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dancing-and-movement
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deception-and-distrust
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defiance-and-rebellion
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denial-and-self-deception
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desire-and-lust
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devotion
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disappointment-and-failure
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dominance-and-power
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dream-and-awakening
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ex-moving-on
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faith-and-spirituality
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false-friendship
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fame-and-status
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family-and-distance
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family-and-fatherhood
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fear-of-losing-love
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female-empowerment
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flirtation-and-seduction
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freedom-and-escape
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gratitude-and-appreciation
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guilt-and-apology
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haters-and-critics
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heartbreak-and-grief
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hidden-emotional-struggle
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hope-and-optimism
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human-connection
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hustle-and-money
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idealized-beauty
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impermanence
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independence-and-self-reliance
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individual-identity
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inner-mental-turmoil
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intimacy-and-connection
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jealousy-and-bitterness
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legacy-and-family
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lingering-memories
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loneliness-and-isolation
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longing-and-loss
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longing-for-clarity
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longing-for-reconciliation
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love-as-fleeting-and-transient
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loyalty-and-relationships
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luxury-and-fashion
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mortality-and-death
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music-as-entertainment
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mutual-individuality
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nighttime-revelry
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non-judgment-and-acceptance
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nostalgia-and-longing
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overcoming-hardship
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partner-inadequacy
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partying-and-nightlife
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past-trauma-and-healing
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personal-growth-and-change
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possessiveness-and-exclusivity
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predatory-threat
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reassurance-and-comfort
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reassurance-and-protection
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reggaeton-culture
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regret-and-reflection
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rejection-of-women
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relationship-breakup
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relationship-complications
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relentless-ambition
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reluctance-to-let-go
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reputation-and-gossip
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resilience-and-strength
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rising-to-success
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rivalry-and-superiority
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romantic-pursuit
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self-confidence-and-braggadocio
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self-worth-and-insecurity
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sensual-desire
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showing-off-and-impressing
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small-town-roots-and-identity
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societal-pressure
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street-loyalty-and-danger
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summer-as-metaphor
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surrender-and-sacrifice
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toxic-relationship
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urgency-and-time-pressure
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violence-and-street-danger
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vulnerability-and-betrayal
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wealth-and-flexing
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wealth-and-material-success
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youth-and-coming-up
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