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#star #chance @tarot

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#star #feed @tarot

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#star #sanctify @tarot

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#star #fertility @tarot

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#star #talent @tarot

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#star #inspiration @tarot

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#star #femininity @tarot

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#star #cosmic @tarot

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#star #ecology @tarot

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#star #fecondity @tarot

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#chariot #action @tarot

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#chariot #lover @tarot

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#chariot #prince @tarot

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#chariot #ease @tarot

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#chariot #fertilize @tarot

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#chariot #colonize @tarot

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#chariot #travel @tarot

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#chariot #dominate @tarot

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#chariot #warrior @tarot

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#chariot #eternity @tarot

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#chariot #triumph @tarot

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#temperance #angel @tarot

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#temperance #measure @tarot

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#temperance #blend @tarot

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#temperance #circulation @tarot

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#temperance #harmony @tarot

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#temperance #heal @tarot

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#temperance #protect @tarot

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#temperance #benevolence @tarot

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#temperance #prudence @tarot

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#temperance #moderate @tarot

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#temperance #health @tarot

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#emperor #stability @tarot

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#emperor #dominate @tarot

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#emperor #power @tarot

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#emperor #responsibility @tarot

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#emperor #support @tarot

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#emperor #government @tarot

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#emperor #matter @tarot

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#emperor #solidity @tarot

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#emperor #leader @tarot

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#emperor #balance @tarot

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#emperor #order @tarot

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#emperor #power @tarot

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#emperor #father @tarot

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#magician #shrewdness @tarot

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#magician #initiation @tarot

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#magician #beginning @tarot

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#magician #aid @tarot

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#magician #dexterity @tarot

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#magician #youth @tarot

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#magician #potentiality @tarot

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#magician #expression @tarot

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#magician #disciple @tarot

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#magician #malice @tarot

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#magician #verve @tarot

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#magician #talent @tarot

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#magician #trickster @tarot

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#strength #animal @tarot

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#strength #beast @tarot

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#strength #creativity @tarot

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#strength #depth @tarot

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#strength #voice @tarot

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#strength #puberty @tarot

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#strength #speak @tarot

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#strength #rebirth @tarot

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#strength #force @tarot

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#strength #beginning @tarot

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#strength #communicate @tarot

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#strength #feel @tarot

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#fool #freedom @tarot

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#fool #energy @tarot

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#fool #travel @tarot

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#fool #seeking @tarot

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#fool #wandering @tarot

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#fool #origin @tarot

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#fool #essence @tarot

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#fool liberating #force @tarot

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#fool #irrational @tarot

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#fool #chaos @tarot

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#fool #flight @tarot

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#fool #madness @tarot

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#moon #night @tarot

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#moon #intuition @tarot

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#moon #femininity @tarot

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#moon #cosmic #mother @tarot

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#moon #dream @tarot

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#moon #receptivity @tarot

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#moon #reflect @tarot

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#moon #mystery @tarot

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#moon #attraction @tarot

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#moon #imagination @tarot

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#moon #magnetic @tarot

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#moon #gestation @tarot

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#moon #madness @tarot

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#moon #poetry @tarot

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#moon #poetry @tarot

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#moon #uncertainty @tarot

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#moon #phases @tarot

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#world #realization @tarot

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#world #soul @tarot

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#world #fullness @tarot

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#world #success @tarot

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#world #heroism @tarot

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#world #genius @tarot

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#world #holiness @tarot

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#world #dance @tarot

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#world #universal @tarot

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#world #ecstasy @tarot

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#world #fulfillment @tarot

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#world #totality @tarot

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#devil #temptation @tarot

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#devil #passion @tarot

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#devil #attachments @tarot

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#devil #sequence @tarot

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#devil #money @tarot

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#devil #contract @tarot

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#devil #depth @tarot

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#devil #darkness @tarot

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#devil #fear @tarot

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#devil #taboo @tarot

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#devil #subconscious @tarot

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#devil #darkness @tarot

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#devil #sexuality @tarot

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#devil #impulses @tarot

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#devil #creativity @tarot

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#hangedman #sacrifice @tarot

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#hangedman #halt @tarot

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#hangedman #notchoosing @tarot

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#hangedman #gestation @tarot

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#hangedman #fetus @tarot

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#hangedman #gift to #self @tarot

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#hangedman #meditation @tarot

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#hangedman #depth @tarot

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#hangedman #upsidedown @tarot

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#hangedman #waiting @tarot

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#hangedman #delay @tarot

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#hangedman #suspension @tarot

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#hangedman #rest @tarot

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#nameless #change @tarot

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#nameless #mutation @tarot

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#nameless #revolution @tarot

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#nameless #anger @tarot

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#nameless #transformation @tarot

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#nameless #cleansing @tarot

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#nameless #harvest @tarot

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#nameless #skeleton @tarot

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#nameless #cut @tarot

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#nameless #advance @tarot

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#nameless #eliminate @tarot

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#nameless #destroy @tarot

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#nameless #rapidity @tarot

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#lover #eros @tarot

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#lover #heart @tarot

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#lover #emotional @tarot

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#lover #conflict @tarot

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#lover #ambiguity @tarot

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#lover #trio @tarot

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#lover #social @tarot

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#lover #community @tarot

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#lover #siblings @tarot

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#lover #love @tarot

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#wheeloffortune #fortune @tarot

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#wheeloffortune #block @tarot

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#wheeloffortune #renewal @tarot

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#wheeloffortune #solution @tarot

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#wheeloffortune #enigma @tarot

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#wheeloffortune #cycle @tarot

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#wheeloffortune #impermanence @tarot

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#wheeloffortune #change @tarot

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#wheeloffortune #eternal-return @tarot

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#wheeloffortune #beginning @tarot

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#wheeloffortune #end @tarot

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#wheeloffortune #body #heart #mind @tarot

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#wheeloffortune #fate @tarot

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#wheeloffortune #revolve @tarot

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#revolve #revolution @tarot

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#eternal-return #eternity @tarot

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#priestess #faith @tarot

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#priestess #knowledge @tarot

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#priestess #patience @tarot

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#priestess #sanctuary @tarot

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#sanctify #sanctuary @tarot

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#priestess #fidelity @tarot

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#priestess #solitude @tarot

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#priestess #silence @tarot

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#priestess #severity @tarot

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#priestess #matriarchy @tarot

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#priestess #rigor @tarot

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#priestess #gestation @tarot

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#priestess #virginity @tarot

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#priestess #cold @tarot

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#priestess #resignation @tarot

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#empress #fertility @tarot

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#empress #creativity @tarot

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#empress #seduction @tarot

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#empress #desire @tarot

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#empress #power @tarot

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#empress #feelings @tarot

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#empress #enthusiasm @tarot

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#empress #nature @tarot

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#empress #elegance @tarot

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#empress #abundance @tarot

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#empress #harvest @tarot

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#empress #beauty @tarot

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#empress #hatching @tarot

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#empress #adolescence @tarot

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#sun #heat @tarot

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#sun #love @tarot

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#sun new #life @tarot

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#sun #construction @tarot

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#sun #passage @tarot

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#sun #awareness @tarot

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#sun #cosmic @tarot

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#sun #father @tarot

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#sun #twinship @tarot

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#sun #radiate @tarot

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#sun #cross @tarot

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#sun #childhood @tarot

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#sun #success @tarot

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#sun #evolution @tarot

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#judgement #vocation @tarot

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#judgement #birth @tarot

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#judgement #call @tarot

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#judgement #consciousness @tarot

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#judgement #work @tarot

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#judgement #union @tarot

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#judgement #family @tarot

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#judgement #transcendence @tarot

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#judgement #emerge @tarot

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#judgement #music @tarot

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#judgement #prompt @tarot

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#justice #woman @tarot

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#justice #maternity @tarot

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#justice #soverein @tarot

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#justice #balance @tarot

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#justice #court @tarot

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#justice #completion @tarot

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#justice #stand @tarot

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#justice #valor @tarot

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#justice #judgement @tarot

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#justice #perfection @tarot

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#justice #presence @tarot

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#justice #conning @tarot

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#justice #authorizing @tarot

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#justice #forbidding @tarot

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#justice #balance @tarot

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#hermit #solitude @tarot

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#hermit #wisdom @tarot

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#hermit #therapy @tarot

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#hermit #crisis @tarot

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#hermit #experience @tarot

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#hermit #poverty @tarot

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#hermit #ascetic @tarot

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#hermit #old @tarot

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#hermit #backward @tarot

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#hermit #cold @tarot

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#hermit #receptivity @tarot

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#hermit #ancient @tarot

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#hermit #silence @tarot

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#heal #therapy @tarot

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#harmony #balance @tarot

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#pope #wisdom @tarot

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#pope #ideal @tarot

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#pope #communication @tarot

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#pope #teaching @tarot

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#pope #verticality @tarot

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#pope #plan @tarot

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#pope #mediator @tarot

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#pope #faith @tarot

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#pope #guide @tarot

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#pope #example @tarot

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#pope #marry @tarot

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#pope #spiritual @tarot

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#pope #saintliness @tarot

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#tower #temple @tarot

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#tower #construction @tarot

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#tower - #joy @tarot

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#tower - #overflowing @tarot

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#tower #shock @tarot

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#tower #expression @tarot

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#tower #celebration @tarot

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#tower #dance @tarot

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#tower #uncork @tarot

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#tower - #opening @tarot

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#tower - moving #house @tarot

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#tower - #exploding @tarot

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#star #kneel @tarot

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#star #song @tarot

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#star #stellar @tarot

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#fool to #world @numerology

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#fool to #magician @numerology

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#magician to #priestess @numerology

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#priestess to #empress @numerology

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#empress #emperor @numerology

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#pope to #lover @numerology

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#lover to #chariot @numerology

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#emperor to #pope @numerology

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#chariot to #justice @numerology

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#justice to #hermit @numerology

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#hermit to #wheeloffortune @numerology

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#wheeloffortune to #strength @numerology

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#strength to #hangedman @numerology

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#hangedman to #nameless @numerology

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#temperance to #devil @numerology

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#devil to #tower @numerology

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#tower to #star @numerology

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#star to #moon @numerology

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#moon to #sun @numerology

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#sun to #judgement @numerology

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#judgement to #world @numerology

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#nameless to #temperance @numerology

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#magician #strength @numerology

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#priestess #hangedman @numerology

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#empress #nameless @numerology

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#emperor #temperance @numerology

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#pope #devil @numerology

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#lover #tower @numerology

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#chariot #star @numerology

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#justice #moon @numerology

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#hermit #sun @numerology

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#wheeloffortune #judgement @numerology

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#magician and #judgement @numerology

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#priestess and #sun @numerology

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#moon #empress @numerology

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#emperor #star @numerology

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#pope and #tower @numerology

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#devil and #lover @numerology

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#chariot and #temperance @numerology

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#justice #nameless @numerology

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#hangedman #hermit @numerology

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#wheeloffortune #strength @numerology

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    mindviral immunity:
             
    Main Topical Groups:

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    The topics are the nodes (words) that tend to co-occur together in the same context (next to each other).

    We use a combination of clustering and graph community detection algorithm (Blondel et al based on Louvain) to identify the groups of nodes are more densely connected together than with the rest of the network. They are aligned closer to each other on the graph and are given a distinct color.
    Most Influential Elements:
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    We use the Jenks elbow cutoff algorithm to select the top prominent nodes that have significantly higher influence than the rest.

    Click the Reveal Non-obvious button to remove the most influential words (or the ones you select) from the graph, to see what terms are hiding behind them.

    The most influential nodes are either the ones with the highest betweenness centrality — appearing most often on the shortest path between any two randomly chosen nodes (i.e. linking the different distinct communities) — or the ones with the highest degree.

    Network Structure:
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    Topics Nodes in Top Topic Components Nodes in Top Comp
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    Structural Gap
    (ask a research question that would link these two topics):
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    Reveal the Gap   ?
     
    A structural gap shows the two distinct communities (clusters of words) in this graph that are important, but not yet connected. That's where the new potential and innovative ideas may reside.

    This measure is based on a combination of the graph's connectivity and community structure, selecting the groups of nodes that would either make the graph more connected if it's too dispersed or that would help maintain diversity if it's too connected.

    Latent Topical Brokers
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    These are the latent brokers between the topics: the nodes that have an unusually high rate of influence (betweenness centrality) to their freqency — meaning they may appear not as often as the most influential nodes but they are important narrative shifting points.

    These are usually brokers between different clusters / communities of nodes, playing not easily noticed and yet important role in this network, like the "grey cardinals" of sorts.

    Emerging Topics
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    Top Relations
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    ⤓ Download   ⤓ Directed Bigrams   ?

    The most prominent relations between the nodes that exist in this graph are shown above. We treat the graph as undirected by default as it allows us to better detect general patterns.

    As an option, you can also downloaded directed bigrams above, in case the direction of the relations is important (for any application other than language).

     
    Main Topics
    (according to Latent Dirichlet Allocation):
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    Most Influential Words
    (main topics and words according to LDA):
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    LDA works only for English-language texts at the moment. More support is coming soon, subscribe @noduslabs to be informed.

     
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