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Unnamed: 0.2
int64
Unnamed: 0.1
int64
Unnamed: 0
int64
Date
string
Article_title
string
Stock_symbol
string
Url
string
Article
string
word_count
float64
UP_appreciation_valuation_positive_count
int64
UP_appreciation_valuation_positive_norm
float64
DOWN_appreciation_valuation_negative_count
int64
DOWN_appreciation_valuation_negative_norm
float64
LOSS_appreciation_valuation_negative_count
int64
LOSS_appreciation_valuation_negative_norm
float64
AGAINST_affect_inclination_negative_count
int64
AGAINST_affect_inclination_negative_norm
float64
CUT_judgement_capacity_negative_count
int64
CUT_judgement_capacity_negative_norm
float64
CUT_affect_inclination_negative_count
int64
CUT_affect_inclination_negative_norm
float64
CUT_appreciation_valuation_negative_count
int64
CUT_appreciation_valuation_negative_norm
float64
CUT_judgement_capacity_positive_count
int64
CUT_judgement_capacity_positive_norm
float64
BOOST_appreciation_valuation_positive_count
int64
BOOST_appreciation_valuation_positive_norm
float64
decline_appreciation_valuation_negative_count
int64
decline_appreciation_valuation_negative_norm
float64
BETTER_appreciation_valuation_positive_count
int64
BETTER_appreciation_valuation_positive_norm
float64
LOST_appreciation_valuation_negative_count
int64
LOST_appreciation_valuation_negative_norm
float64
STRONG_appreciation_valuation_positive_count
int64
STRONG_appreciation_valuation_positive_norm
float64
leading_judgement_capacity_positive_count
int64
leading_judgement_capacity_positive_norm
float64
LOSSES_appreciation_valuation_negative_count
int64
LOSSES_appreciation_valuation_negative_norm
float64
POSITIVE_judgement_capacity_positive_count
int64
POSITIVE_judgement_capacity_positive_norm
float64
POSITIVE_appreciation_valuation_positive_count
int64
POSITIVE_appreciation_valuation_positive_norm
float64
DELAYS_judgement_capacity_negative_count
int64
DELAYS_judgement_capacity_negative_norm
float64
GAINS_appreciation_valuation_positive_count
int64
GAINS_appreciation_valuation_positive_norm
float64
GAINED_appreciation_valuation_positive_count
int64
GAINED_appreciation_valuation_positive_norm
float64
DROPPED_appreciation_valuation_negative_count
int64
DROPPED_appreciation_valuation_negative_norm
float64
RISK_affect_security_negative_count
int64
RISK_affect_security_negative_norm
float64
CONCERNS_affect_insecurity_negative_count
int64
CONCERNS_affect_insecurity_negative_norm
float64
CHALLENGES_appreciation_valuation_negative_count
int64
CHALLENGES_appreciation_valuation_negative_norm
float64
INNOVATION_appreciation_valuation_positive_count
int64
INNOVATION_appreciation_valuation_positive_norm
float64
GOOD_appreciation_valuation_positive_count
int64
GOOD_appreciation_valuation_positive_norm
float64
COMMITMENT_judgement_tenacity_positive_count
int64
COMMITMENT_judgement_tenacity_positive_norm
float64
PROGRESS_judgement_capacity_positive_count
int64
PROGRESS_judgement_capacity_positive_norm
float64
RISKS_affect_security_negative_count
int64
RISKS_affect_security_negative_norm
float64
GAIN_appreciation_valuation_positive_count
int64
GAIN_appreciation_valuation_positive_norm
float64
IMPROVE_judgement_capacity_positive_count
int64
IMPROVE_judgement_capacity_positive_norm
float64
NEGATIVE_judgement_propriety_negative_count
int64
NEGATIVE_judgement_propriety_negative_norm
float64
NEGATIVE_appreciation_valuation_negative_count
int64
NEGATIVE_appreciation_valuation_negative_norm
float64
DRAG_appreciation_valuation_negative_count
int64
DRAG_appreciation_valuation_negative_norm
float64
FAILED_judgement_capacity_negative_count
int64
FAILED_judgement_capacity_negative_norm
float64
FAILED_appreciation_valuation_negative_count
int64
FAILED_appreciation_valuation_negative_norm
float64
REJECTED_affect_inclination_negative_count
int64
REJECTED_affect_inclination_negative_norm
float64
REJECTED_judgement_propriety_negative_count
int64
REJECTED_judgement_propriety_negative_norm
float64
WIN_appreciation_valuation_positive_count
int64
WIN_appreciation_valuation_positive_norm
float64
COLLABORATION_affect_inclination_positive_count
int64
COLLABORATION_affect_inclination_positive_norm
float64
DELAYED_appreciation_valuation_negative_count
int64
DELAYED_appreciation_valuation_negative_norm
float64
LOSING_appreciation_valuation_negative_count
int64
LOSING_appreciation_valuation_negative_norm
float64
HIGHEST_appreciation_valuation_positive_count
int64
HIGHEST_appreciation_valuation_positive_norm
float64
EFFICIENCY_judgement_capacity_positive_count
int64
EFFICIENCY_judgement_capacity_positive_norm
float64
CRISIS_appreciation_valuation_negative_count
int64
CRISIS_appreciation_valuation_negative_norm
float64
IMPROVEMENTS_judgement_capacity_positive_count
int64
IMPROVEMENTS_judgement_capacity_positive_norm
float64
IMPROVED_judgement_capacity_positive_count
int64
IMPROVED_judgement_capacity_positive_norm
float64
CRIMINAL_judgement_propriety_negative_count
int64
CRIMINAL_judgement_propriety_negative_norm
float64
VALUABLE_appreciation_valuation_positive_count
int64
VALUABLE_appreciation_valuation_positive_norm
float64
DELAY_appreciation_valuation_negative_count
int64
DELAY_appreciation_valuation_negative_norm
float64
OUTPERFORM_judgement_capacity_positive_count
int64
OUTPERFORM_judgement_capacity_positive_norm
float64
SLOW_judgement_capacity_negative_count
int64
SLOW_judgement_capacity_negative_norm
float64
FRAUD_judgement_veracity_negative_count
int64
FRAUD_judgement_veracity_negative_norm
float64
COMMITTED_judgement_tenacity_positive_count
int64
COMMITTED_judgement_tenacity_positive_norm
float64
SUCCESS_appreciation_valuation_positive_count
int64
SUCCESS_appreciation_valuation_positive_norm
float64
CHALLENGE_appreciation_valuation_negative_count
int64
CHALLENGE_appreciation_valuation_negative_norm
float64
ENHANCED_judgement_capacity_negative_count
int64
ENHANCED_judgement_capacity_negative_norm
float64
WORST_judgement_capacity_negative_count
int64
WORST_judgement_capacity_negative_norm
float64
WORST_appreciation_valuation_negative_count
int64
WORST_appreciation_valuation_negative_norm
float64
COMPLY_judgement_propriety_negative_count
int64
COMPLY_judgement_propriety_negative_norm
float64
COMPLY_judgement_propriety_positive_count
int64
COMPLY_judgement_propriety_positive_norm
float64
DOWNGRADE_judgement_propriety_negative_count
int64
DOWNGRADE_judgement_propriety_negative_norm
float64
WEAK_judgement_capacity_negative_count
int64
WEAK_judgement_capacity_negative_norm
float64
WEAK_appreciation_valuation_negative_count
int64
WEAK_appreciation_valuation_negative_norm
float64
GUILTY_judgement_propriety_negative_count
int64
GUILTY_judgement_propriety_negative_norm
float64
UNCERTAINTY_appreciation_valuation_negative_count
int64
UNCERTAINTY_appreciation_valuation_negative_norm
float64
EFFICIENT_judgement_capacity_positive_count
int64
EFFICIENT_judgement_capacity_positive_norm
float64
POPULAR_appreciation_reaction_positive_count
int64
POPULAR_appreciation_reaction_positive_norm
float64
EXCLUSIVE_appreciation_valuation_positive_count
int64
EXCLUSIVE_appreciation_valuation_positive_norm
float64
IMPROVING_judgement_capacity_positive_count
int64
IMPROVING_judgement_capacity_positive_norm
float64
IMPROVING_appreciation_valuation_positive_count
int64
IMPROVING_appreciation_valuation_positive_norm
float64
TROUBLED_judgement_capacity_negative_count
int64
TROUBLED_judgement_capacity_negative_norm
float64
INNOVATIVE_judgement_capacity_positive_count
int64
INNOVATIVE_judgement_capacity_positive_norm
float64
IMPROVEMENT_judgement_capacity_positive_count
int64
IMPROVEMENT_judgement_capacity_positive_norm
float64
FAILURE_judgement_capacity_negative_count
int64
FAILURE_judgement_capacity_negative_norm
float64
BAD_judgement_propriety_negative_count
int64
BAD_judgement_propriety_negative_norm
float64
BAD_appreciation_valuation_negative_count
int64
BAD_appreciation_valuation_negative_norm
float64
BOOSTED_appreciation_valuation_positive_count
int64
BOOSTED_appreciation_valuation_positive_norm
float64
COMPLAINT_appreciation_composition_positive_count
int64
COMPLAINT_appreciation_composition_positive_norm
float64
VIOLATIONS_judgement_propriety_negative_count
int64
VIOLATIONS_judgement_propriety_negative_norm
float64
DIFFICULT_appreciation_composition_negative_count
int64
DIFFICULT_appreciation_composition_negative_norm
float64
STABLE_appreciation_valuation_negative_count
int64
STABLE_appreciation_valuation_negative_norm
float64
VIOLATED_judgement_propriety_negative_count
int64
VIOLATED_judgement_propriety_negative_norm
float64
WINNING_judgement_capacity_positive_count
int64
WINNING_judgement_capacity_positive_norm
float64
WINNING_appreciation_valuation_positive_count
int64
WINNING_appreciation_valuation_positive_norm
float64
LACK_judgement_propriety_negative_count
int64
LACK_judgement_propriety_negative_norm
float64
LACK_judgement_capacity_negative_count
int64
LACK_judgement_capacity_negative_norm
float64
LACK_appreciation_valuation_negative_count
int64
LACK_appreciation_valuation_negative_norm
float64
STRENGTHEN_judgement_propriety_positive_count
int64
STRENGTHEN_judgement_propriety_positive_norm
float64
STRENGTHEN_affect_inclination_positive_count
int64
STRENGTHEN_affect_inclination_positive_norm
float64
STRENGTHEN_appreciation_valuation_positive_count
int64
STRENGTHEN_appreciation_valuation_positive_norm
float64
COSTLY_appreciation_valuation_negative_count
int64
COSTLY_appreciation_valuation_negative_norm
float64
CRISES_affect_security_negative_count
int64
CRISES_affect_security_negative_norm
float64
REJECT_affect_satisfaction_negative_count
int64
REJECT_affect_satisfaction_negative_norm
float64
ADVANTAGE_judgement_capacity_positive_count
int64
ADVANTAGE_judgement_capacity_positive_norm
float64
LUCRATIVE_appreciation_valuation_positive_count
int64
LUCRATIVE_appreciation_valuation_positive_norm
float64
MISSTEPS_judgement_capacity_negative_count
int64
MISSTEPS_judgement_capacity_negative_norm
float64
SUCCESSFUL_judgement_capacity_positive_count
int64
SUCCESSFUL_judgement_capacity_positive_norm
float64
ADVANCES_judgement_capacity_positive_count
int64
ADVANCES_judgement_capacity_positive_norm
float64
SUCCESSFULLY_judgement_capacity_positive_count
int64
SUCCESSFULLY_judgement_capacity_positive_norm
float64
DOWNGRADED_judgement_propriety_negative_count
int64
DOWNGRADED_judgement_propriety_negative_norm
float64
OPTIMISTIC_appreciation_valuation_positive_count
int64
OPTIMISTIC_appreciation_valuation_positive_norm
float64
SUED_judgement_propriety_negative_count
int64
SUED_judgement_propriety_negative_norm
float64
LOWEST_appreciation_valuation_negative_count
int64
LOWEST_appreciation_valuation_negative_norm
float64
THREATS_affect_security_negative_count
int64
THREATS_affect_security_negative_norm
float64
CONFLICT_judgement_propriety_negative_count
int64
CONFLICT_judgement_propriety_negative_norm
float64
CONFLICT_affect_security_negative_count
int64
CONFLICT_affect_security_negative_norm
float64
DISPUTE_affect_satisfaction_negative_count
int64
DISPUTE_affect_satisfaction_negative_norm
float64
CONFIDENT_affect_satisfaction_positive_count
int64
CONFIDENT_affect_satisfaction_positive_norm
float64
CONCERNED_affect_security_negative_count
int64
CONCERNED_affect_security_negative_norm
float64
SUCCEED_judgement_capacity_positive_count
int64
SUCCEED_judgement_capacity_positive_norm
float64
SUCCEED_judgement_capacity_negative_count
int64
SUCCEED_judgement_capacity_negative_norm
float64
THREATENED_affect_satisfaction_negative_count
int64
THREATENED_affect_satisfaction_negative_norm
float64
DECLINING_appreciation_valuation_negative_count
int64
DECLINING_appreciation_valuation_negative_norm
float64
LOSE_appreciation_valuation_negative_count
int64
LOSE_appreciation_valuation_negative_norm
float64
STRONGER_judgement_capacity_positive_count
int64
STRONGER_judgement_capacity_positive_norm
float64
STRONGER_appreciation_valuation_positive_count
int64
STRONGER_appreciation_valuation_positive_norm
float64
UNCERTAINTIES_affect_security_negative_count
int64
UNCERTAINTIES_affect_security_negative_norm
float64
EASILY_appreciation_composition_positive_count
int64
EASILY_appreciation_composition_positive_norm
float64
SERIOUS_appreciation_valuation_negative_count
int64
SERIOUS_appreciation_valuation_negative_norm
float64
SERIOUS_judgement_capacity_positive_count
int64
SERIOUS_judgement_capacity_positive_norm
float64
DISRUPTIONS_judgement_capacity_negative_count
int64
DISRUPTIONS_judgement_capacity_negative_norm
float64
STABILIZE_appreciation_composition_positive_count
int64
STABILIZE_appreciation_composition_positive_norm
float64
CAUTIOUS_judgement_tenacity_positive_count
int64
CAUTIOUS_judgement_tenacity_positive_norm
float64
ENHANCE_appreciation_valuation_positive_count
int64
ENHANCE_appreciation_valuation_positive_norm
float64
EXCITED_affect_happiness_positive_count
int64
EXCITED_affect_happiness_positive_norm
float64
UNDERPERFORM_judgement_capacity_negative_count
int64
UNDERPERFORM_judgement_capacity_negative_norm
float64
CHALLENGING_appreciation_valuation_negative_count
int64
CHALLENGING_appreciation_valuation_negative_norm
float64
CRITICIZED_judgement_propriety_negative_count
int64
CRITICIZED_judgement_propriety_negative_norm
float64
MISLEADING_judgement_tenacity_negative_count
int64
MISLEADING_judgement_tenacity_negative_norm
float64
STRONGEST_appreciation_valuation_positive_count
int64
STRONGEST_appreciation_valuation_positive_norm
float64
CONCERN_affect_security_negative_count
int64
CONCERN_affect_security_negative_norm
float64
FAVORITE_affect_inclination_positive_count
int64
FAVORITE_affect_inclination_positive_norm
float64
DISAPPOINTED_affect_satisfaction_negative_count
int64
DISAPPOINTED_affect_satisfaction_negative_norm
float64
SUFFERED_appreciation_valuation_negative_count
int64
SUFFERED_appreciation_valuation_negative_norm
float64
WORSE_appreciation_valuation_negative_count
int64
WORSE_appreciation_valuation_negative_norm
float64
PROFITABLE_appreciation_valuation_positive_count
int64
PROFITABLE_appreciation_valuation_positive_norm
float64
DAMAGE_appreciation_valuation_negative_count
int64
DAMAGE_appreciation_valuation_negative_norm
float64
REGAIN_judgement_capacity_positive_count
int64
REGAIN_judgement_capacity_positive_norm
float64
REGAIN_judgement_veracity_positive_count
int64
REGAIN_judgement_veracity_positive_norm
float64
REGAIN_appreciation_valuation_positive_count
int64
REGAIN_appreciation_valuation_positive_norm
float64
UNLAWFUL_judgement_propriety_negative_count
int64
UNLAWFUL_judgement_propriety_negative_norm
float64
GAINING_appreciation_valuation_positive_count
int64
GAINING_appreciation_valuation_positive_norm
float64
INCREDIBLE_judgement_capacity_positive_count
int64
INCREDIBLE_judgement_capacity_positive_norm
float64
INCREDIBLE_appreciation_valuation_positive_count
int64
INCREDIBLE_appreciation_valuation_positive_norm
float64
PENALTY_judgement_propriety_negative_count
int64
PENALTY_judgement_propriety_negative_norm
float64
WEAKER_appreciation_valuation_negative_count
int64
WEAKER_appreciation_valuation_negative_norm
float64
ALLEGING_judgement_propriety_negative_count
int64
ALLEGING_judgement_propriety_negative_norm
float64
ALLEGEDLY_judgement_propriety_negative_count
int64
ALLEGEDLY_judgement_propriety_negative_norm
float64
DISAPPOINTING_affect_satisfaction_negative_count
int64
DISAPPOINTING_affect_satisfaction_negative_norm
float64
INNOVATIONS_judgement_capacity_positive_count
int64
INNOVATIONS_judgement_capacity_positive_norm
float64
ILL_appreciation_valuation_negative_count
int64
ILL_appreciation_valuation_negative_norm
float64
SLOWDOWN_appreciation_valuation_negative_count
int64
SLOWDOWN_appreciation_valuation_negative_norm
float64
SLOWING_appreciation_valuation_negative_count
int64
SLOWING_appreciation_valuation_negative_norm
float64
UNCLEAR_appreciation_composition_negative_count
int64
UNCLEAR_appreciation_composition_negative_norm
float64
CRITICISM_affect_satisfaction_negative_count
int64
CRITICISM_affect_satisfaction_negative_norm
float64
FEARS_affect_security_negative_count
int64
FEARS_affect_security_negative_norm
float64
IDEAL_affect_satisfaction_positive_count
int64
IDEAL_affect_satisfaction_positive_norm
float64
PLEASED_affect_satisfaction_positive_count
int64
PLEASED_affect_satisfaction_positive_norm
float64
WEAKNESS_judgement_capacity_negative_count
int64
WEAKNESS_judgement_capacity_negative_norm
float64
CONSPIRACY_judgement_veracity_negative_count
int64
CONSPIRACY_judgement_veracity_negative_norm
float64
ENHANCEMENTS_judgement_capacity_positive_count
int64
ENHANCEMENTS_judgement_capacity_positive_norm
float64
PLEDGED_judgement_veracity_positive_count
int64
PLEDGED_judgement_veracity_positive_norm
float64
UNCERTAIN_affect_security_negative_count
int64
UNCERTAIN_affect_security_negative_norm
float64
DELAYING_judgement_capacity_negative_count
int64
DELAYING_judgement_capacity_negative_norm
float64
FAILING_judgement_capacity_negative_count
int64
FAILING_judgement_capacity_negative_norm
float64
FAILING_judgement_propriety_negative_count
int64
FAILING_judgement_propriety_negative_norm
float64
FAILING_affect_inclination_negative_count
int64
FAILING_affect_inclination_negative_norm
float64
ILLEGALLY_judgement_propriety_negative_count
int64
ILLEGALLY_judgement_propriety_negative_norm
float64
MISLED_judgement_propriety_negative_count
int64
MISLED_judgement_propriety_negative_norm
float64
SUSPENDED_appreciation_valuation_negative_count
int64
SUSPENDED_appreciation_valuation_negative_norm
float64
SUSPENDED_judgement_capacity_negative_count
int64
SUSPENDED_judgement_capacity_negative_norm
float64
ADVANCING_judgement_capacity_positive_count
int64
ADVANCING_judgement_capacity_positive_norm
float64
BREAKTHROUGH_judgement_capacity_positive_count
int64
BREAKTHROUGH_judgement_capacity_positive_norm
float64
FAILS_judgement_capacity_negative_count
int64
FAILS_judgement_capacity_negative_norm
float64
FRIENDLY_judgement_propriety_positive_count
int64
FRIENDLY_judgement_propriety_positive_norm
float64
FRIENDLY_appreciation_valuation_positive_count
int64
FRIENDLY_appreciation_valuation_positive_norm
float64
FRIENDLY_appreciation_composition_positive_count
int64
FRIENDLY_appreciation_composition_positive_norm
float64
SATISFY_judgement_capacity_positive_count
int64
SATISFY_judgement_capacity_positive_norm
float64
CRIME_judgement_propriety_negative_count
int64
CRIME_judgement_propriety_negative_norm
float64
VIOLATING_judgement_propriety_negative_count
int64
VIOLATING_judgement_propriety_negative_norm
float64
COMPLAINTS_judgement_propriety_negative_count
int64
COMPLAINTS_judgement_propriety_negative_norm
float64
WORRIES_affect_satisfaction_negative_count
int64
WORRIES_affect_satisfaction_negative_norm
float64
CLEARLY_appreciation_composition_positive_count
int64
CLEARLY_appreciation_composition_positive_norm
float64
BREACHING_judgement_propriety_negative_count
int64
BREACHING_judgement_propriety_negative_norm
float64
FALLOUT_appreciation_valuation_negative_count
int64
FALLOUT_appreciation_valuation_negative_norm
float64
SETBACK_appreciation_valuation_negative_count
int64
SETBACK_appreciation_valuation_negative_norm
float64
BANKRUPTCY_judgement_propriety_negative_count
int64
BANKRUPTCY_judgement_propriety_negative_norm
float64
DOUBT_judgement_veracity_negative_count
int64
DOUBT_judgement_veracity_negative_norm
float64
SHORTAGES_judgement_capacity_negative_count
int64
SHORTAGES_judgement_capacity_negative_norm
float64
WORRY_affect_security_negative_count
int64
WORRY_affect_security_negative_norm
float64
BOOMING_judgement_capacity_positive_count
int64
BOOMING_judgement_capacity_positive_norm
float64
CHALLENGED_judgement_capacity_negative_count
int64
CHALLENGED_judgement_capacity_negative_norm
float64
CLOSURES_judgement_capacity_negative_count
int64
CLOSURES_judgement_capacity_negative_norm
float64
HAPPY_affect_satisfaction_positive_count
int64
HAPPY_affect_satisfaction_positive_norm
float64
VOLATILE_appreciation_valuation_negative_count
int64
VOLATILE_appreciation_valuation_negative_norm
float64
BREACHES_judgement_propriety_negative_count
int64
BREACHES_judgement_propriety_negative_norm
float64
FAILURES_judgement_capacity_negative_count
int64
FAILURES_judgement_capacity_negative_norm
float64
STABILITY_appreciation_valuation_negative_count
int64
STABILITY_appreciation_valuation_negative_norm
float64
ATTRACTIVE_appreciation_valuation_positive_count
int64
ATTRACTIVE_appreciation_valuation_positive_norm
float64
ATTRACTIVE_appreciation_valuation_negative_count
int64
ATTRACTIVE_appreciation_valuation_negative_norm
float64
ATTRACTIVE_appreciation_reaction_positive_count
int64
ATTRACTIVE_appreciation_reaction_positive_norm
float64
ATTRACTIVE_appreciation_composition_positive_count
int64
ATTRACTIVE_appreciation_composition_positive_norm
float64
EMPOWERING_judgement_capacity_positive_count
int64
EMPOWERING_judgement_capacity_positive_norm
float64
ADVANCEMENTS_judgement_capacity_positive_count
int64
ADVANCEMENTS_judgement_capacity_positive_norm
float64
ENHANCING_judgement_capacity_positive_count
int64
ENHANCING_judgement_capacity_positive_norm
float64
FRUSTRATION_affect_satisfaction_negative_count
int64
FRUSTRATION_affect_satisfaction_negative_norm
float64
BENEFITING_appreciation_valuation_positive_count
int64
BENEFITING_appreciation_valuation_positive_norm
float64
DISRUPTION_judgement_capacity_negative_count
int64
DISRUPTION_judgement_capacity_negative_norm
float64
INCORRECTLY_judgement_veracity_negative_count
int64
INCORRECTLY_judgement_veracity_negative_norm
float64
UNSUSTAINABLE_judgement_propriety_negative_count
int64
UNSUSTAINABLE_judgement_propriety_negative_norm
float64
ADVANTAGES_judgement_capacity_positive_count
int64
ADVANTAGES_judgement_capacity_positive_norm
float64
ADVERSE_judgement_capacity_negative_count
int64
ADVERSE_judgement_capacity_negative_norm
float64
EXCITING_appreciation_reaction_positive_count
int64
EXCITING_appreciation_reaction_positive_norm
float64
FAIL_judgement_capacity_negative_count
int64
FAIL_judgement_capacity_negative_norm
float64
SUSPEND_appreciation_valuation_negative_count
int64
SUSPEND_appreciation_valuation_negative_norm
float64
LOSES_appreciation_valuation_negative_count
int64
LOSES_appreciation_valuation_negative_norm
float64
PENALTIES_judgement_propriety_negative_count
int64
PENALTIES_judgement_propriety_negative_norm
float64
STABILIZING_appreciation_valuation_positive_count
int64
STABILIZING_appreciation_valuation_positive_norm
float64
WRONG_judgement_capacity_negative_count
int64
WRONG_judgement_capacity_negative_norm
float64
COLLABORATE_affect_inclination_positive_count
int64
COLLABORATE_affect_inclination_positive_norm
float64
COMPLICATED_appreciation_composition_negative_count
int64
COMPLICATED_appreciation_composition_negative_norm
float64
DIFFICULTIES_appreciation_valuation_negative_count
int64
DIFFICULTIES_appreciation_valuation_negative_norm
float64
SHORTAGE_appreciation_valuation_negative_count
int64
SHORTAGE_appreciation_valuation_negative_norm
float64
CAUTIONED_affect_security_negative_count
int64
CAUTIONED_affect_security_negative_norm
float64
DAMAGING_appreciation_valuation_negative_count
int64
DAMAGING_appreciation_valuation_negative_norm
float64
WRONGDOING_judgement_propriety_negative_count
int64
WRONGDOING_judgement_propriety_negative_norm
float64
CAUTIOUSLY_judgement_tenacity_negative_count
int64
CAUTIOUSLY_judgement_tenacity_negative_norm
float64
ENJOY_appreciation_reaction_positive_count
int64
ENJOY_appreciation_reaction_positive_norm
float64
IMPROVES_judgement_capacity_positive_count
int64
IMPROVES_judgement_capacity_positive_norm
float64
LACKED_judgement_propriety_negative_count
int64
LACKED_judgement_propriety_negative_norm
float64
LACKED_appreciation_valuation_negative_count
int64
LACKED_appreciation_valuation_negative_norm
float64
RISKY_affect_security_negative_count
int64
RISKY_affect_security_negative_norm
float64
WINNER_judgement_capacity_positive_count
int64
WINNER_judgement_capacity_positive_norm
float64
MISTAKES_judgement_capacity_negative_count
int64
MISTAKES_judgement_capacity_negative_norm
float64
REGAINING_appreciation_valuation_positive_count
int64
REGAINING_appreciation_valuation_positive_norm
float64
SATISFIED_affect_satisfaction_positive_count
int64
SATISFIED_affect_satisfaction_positive_norm
float64
DOWNTURN_appreciation_valuation_negative_count
int64
DOWNTURN_appreciation_valuation_negative_norm
float64
FRUSTRATING_affect_happiness_negative_count
int64
FRUSTRATING_affect_happiness_negative_norm
float64
UNFAIRLY_judgement_propriety_negative_count
int64
UNFAIRLY_judgement_propriety_negative_norm
float64
UNNECESSARY_judgement_capacity_negative_count
int64
UNNECESSARY_judgement_capacity_negative_norm
float64
UNPROFITABLE_appreciation_valuation_negative_count
int64
UNPROFITABLE_appreciation_valuation_negative_norm
float64
VOLATILITY_appreciation_valuation_negative_count
int64
VOLATILITY_appreciation_valuation_negative_norm
float64
BREACHED_judgement_propriety_negative_count
int64
BREACHED_judgement_propriety_negative_norm
float64
BRILLIANT_judgement_capacity_positive_count
int64
BRILLIANT_judgement_capacity_positive_norm
float64
DANGEROUS_affect_reaction_negative_count
int64
DANGEROUS_affect_reaction_negative_norm
float64
OUTPERFORMING_appreciation_valuation_positive_count
int64
OUTPERFORMING_appreciation_valuation_positive_norm
float64
UNDERMINE_appreciation_valuation_negative_count
int64
UNDERMINE_appreciation_valuation_negative_norm
float64
UNLAWFULLY_judgement_propriety_negative_count
int64
UNLAWFULLY_judgement_propriety_negative_norm
float64
DAMAGES_appreciation_valuation_negative_count
int64
DAMAGES_appreciation_valuation_negative_norm
float64
DEFRAUD_judgement_propriety_negative_count
int64
DEFRAUD_judgement_propriety_negative_norm
float64
EFFICIENTLY_judgement_capacity_positive_count
int64
EFFICIENTLY_judgement_capacity_positive_norm
float64
FEAR_affect_security_negative_count
int64
FEAR_affect_security_negative_norm
float64
IMPRESSED_judgement_capacity_positive_count
int64
IMPRESSED_judgement_capacity_positive_norm
float64
WEAKENED_appreciation_valuation_negative_count
int64
WEAKENED_appreciation_valuation_negative_norm
float64
LACKS_judgement_capacity_negative_count
int64
LACKS_judgement_capacity_negative_norm
float64
SUSPECTED_judgement_veracity_negative_count
int64
SUSPECTED_judgement_veracity_negative_norm
float64
SUSPENDS_judgement_veracity_negative_count
int64
SUSPENDS_judgement_veracity_negative_norm
float64
WINNERS_judgement_capacity_positive_count
int64
WINNERS_judgement_capacity_positive_norm
float64
WEAKENING_appreciation_valuation_negative_count
int64
WEAKENING_appreciation_valuation_negative_norm
float64
WORSENED_appreciation_valuation_negative_count
int64
WORSENED_appreciation_valuation_negative_norm
float64
WORTHY_appreciation_valuation_positive_count
int64
WORTHY_appreciation_valuation_positive_norm
float64
FAULT_judgement_capacity_negative_count
int64
FAULT_judgement_capacity_negative_norm
float64
SUSPENDING_appreciation_valuation_negative_count
int64
SUSPENDING_appreciation_valuation_negative_norm
float64
UNSUCCESSFUL_judgement_capacity_negative_count
int64
UNSUCCESSFUL_judgement_capacity_negative_norm
float64
VIOLATE_judgement_propriety_negative_count
int64
VIOLATE_judgement_propriety_negative_norm
float64
STABILIZATION_appreciation_valuation_positive_count
int64
STABILIZATION_appreciation_valuation_positive_norm
float64
STABILIZED_appreciation_valuation_positive_count
int64
STABILIZED_appreciation_valuation_positive_norm
float64
CONFLICTS_affect_inclination_negative_count
int64
CONFLICTS_affect_inclination_negative_norm
float64
DEFECTIVE_judgement_capacity_negative_count
int64
DEFECTIVE_judgement_capacity_negative_norm
float64
DEPRESS_affect_happiness_negative_count
int64
DEPRESS_affect_happiness_negative_norm
float64
RISKING_affect_security_negative_count
int64
RISKING_affect_security_negative_norm
float64
RISKIER_judgement_propriety_negative_count
int64
RISKIER_judgement_propriety_negative_norm
float64
expand_appreciation_valuation_positive_count
int64
expand_appreciation_valuation_positive_norm
float64
expanding_appreciation_valuation_positive_count
int64
expanding_appreciation_valuation_positive_norm
float64
favorite_appreciation_reaction_positive_count
int64
favorite_appreciation_reaction_positive_norm
float64
jumped_appreciation_valuation_negative_count
int64
jumped_appreciation_valuation_negative_norm
float64
jump_appreciation_valuation_negative_count
int64
jump_appreciation_valuation_negative_norm
float64
rise_appreciation_valuation_positive_count
int64
rise_appreciation_valuation_positive_norm
float64
lagged behind_judgement_capacity_negative_count
int64
lagged behind_judgement_capacity_negative_norm
float64
surging_appreciation_valuation_positive_count
int64
surging_appreciation_valuation_positive_norm
float64
surge_appreciation_valuation_positive_count
int64
surge_appreciation_valuation_positive_norm
float64
fall_appreciation_valuation_negative_count
int64
fall_appreciation_valuation_negative_norm
float64
bullish_appreciation_valuation_positive_count
int64
bullish_appreciation_valuation_positive_norm
float64
bull_appreciation_valuation_positive_count
int64
bull_appreciation_valuation_positive_norm
float64
rose_appreciation_valuation_positive_count
int64
rose_appreciation_valuation_positive_norm
float64
increase_appreciation_valuation_positive_count
int64
increase_appreciation_valuation_positive_norm
float64
increase_judgement_capacity_positive_count
int64
increase_judgement_capacity_positive_norm
float64
slipped_appreciation_valuation_negative_count
int64
slipped_appreciation_valuation_negative_norm
float64
buy_appreciation_valuation_negative_count
int64
buy_appreciation_valuation_negative_norm
float64
embrace_appreciation_reaction_positive_count
int64
embrace_appreciation_reaction_positive_norm
float64
ambitions_judgement_tenacity_positive_count
int64
ambitions_judgement_tenacity_positive_norm
float64
struggled_judgement_capacity_negative_count
int64
struggled_judgement_capacity_negative_norm
float64
struggle_judgement_capacity_negative_count
int64
struggle_judgement_capacity_negative_norm
float64
behind schedule_judgement_capacity_negative_count
int64
behind schedule_judgement_capacity_negative_norm
float64
cash burn_appreciation_valuation_negative_count
int64
cash burn_appreciation_valuation_negative_norm
float64
falling_appreciation_valuation_negative_count
int64
falling_appreciation_valuation_negative_norm
float64
fallen_appreciation_valuation_negative_count
int64
fallen_appreciation_valuation_negative_norm
float64
fell_appreciation_valuation_negative_count
int64
fell_appreciation_valuation_negative_norm
float64
drop_appreciation_valuation_negative_count
int64
drop_appreciation_valuation_negative_norm
float64
dipped_appreciation_valuation_negative_count
int64
dipped_appreciation_valuation_negative_norm
float64
slumping_appreciation_valuation_negative_count
int64
slumping_appreciation_valuation_negative_norm
float64
slump_appreciation_valuation_negative_count
int64
slump_appreciation_valuation_negative_norm
float64
slumped_appreciation_valuation_negative_count
int64
slumped_appreciation_valuation_negative_norm
float64
dip_appreciation_valuation_negative_count
int64
dip_appreciation_valuation_negative_norm
float64
plunged_appreciation_valuation_negative_count
int64
plunged_appreciation_valuation_negative_norm
float64
plunge_appreciation_valuation_negative_count
int64
plunge_appreciation_valuation_negative_norm
float64
shed_appreciation_valuation_negative_count
int64
shed_appreciation_valuation_negative_norm
float64
slid_appreciation_valuation_negative_count
int64
slid_appreciation_valuation_negative_norm
float64
underperformance_judgement_capacity_negative_count
int64
underperformance_judgement_capacity_negative_norm
float64
suffering_appreciation_valuation_negative_count
int64
suffering_appreciation_valuation_negative_norm
float64
declines_appreciation_valuation_negative_count
int64
declines_appreciation_valuation_negative_norm
float64
declined_appreciation_valuation_negative_count
int64
declined_appreciation_valuation_negative_norm
float64
dropped_appreciation_valuation_negative_count
int64
dropped_appreciation_valuation_negative_norm
float64
hurting_appreciation_valuation_negative_count
int64
hurting_appreciation_valuation_negative_norm
float64
hurt_appreciation_valuation_negative_count
int64
hurt_appreciation_valuation_negative_norm
float64
threaten_judgement_capacity_negative_count
int64
threaten_judgement_capacity_negative_norm
float64
costs_appreciation_valuation_negative_count
int64
costs_appreciation_valuation_negative_norm
float64
short of_appreciation_valuation_negative_count
int64
short of_appreciation_valuation_negative_norm
float64
lower_appreciation_valuation_negative_count
int64
lower_appreciation_valuation_negative_norm
float64
drain_appreciation_valuation_negative_count
int64
drain_appreciation_valuation_negative_norm
float64
uncompetitive_judgement_capacity_negative_count
int64
uncompetitive_judgement_capacity_negative_norm
float64
rough_appreciation_valuation_negative_count
int64
rough_appreciation_valuation_negative_norm
float64
halted_judgement_capacity_negative_count
int64
halted_judgement_capacity_negative_norm
float64
halt_judgement_capacity_negative_count
int64
halt_judgement_capacity_negative_norm
float64
pullback_appreciation_valuation_negative_count
int64
pullback_appreciation_valuation_negative_norm
float64
tepid_appreciation_valuation_negative_count
int64
tepid_appreciation_valuation_negative_norm
float64
dropping_appreciation_valuation_negative_count
int64
dropping_appreciation_valuation_negative_norm
float64
disastrous_appreciation_valuation_negative_count
int64
disastrous_appreciation_valuation_negative_norm
float64
reduction_judgement_capacity_negative_count
int64
reduction_judgement_capacity_negative_norm
float64
DECREASED_appreciation_valuation_negative_count
int64
DECREASED_appreciation_valuation_negative_norm
float64
plummeted_appreciation_valuation_negative_count
int64
plummeted_appreciation_valuation_negative_norm
float64
retreating_appreciation_valuation_negative_count
int64
retreating_appreciation_valuation_negative_norm
float64
shrinking_appreciation_valuation_negative_count
int64
shrinking_appreciation_valuation_negative_norm
float64
shrank_appreciation_valuation_negative_count
int64
shrank_appreciation_valuation_negative_norm
float64
below_appreciation_valuation_negative_count
int64
below_appreciation_valuation_negative_norm
float64
slowed to_appreciation_valuation_negative_count
int64
slowed to_appreciation_valuation_negative_norm
float64
Job growth slowed_appreciation_valuation_negative_count
int64
Job growth slowed_appreciation_valuation_negative_norm
float64
trimmed_appreciation_valuation_negative_count
int64
trimmed_appreciation_valuation_negative_norm
float64
missed earnings estimates_appreciation_valuation_negative_count
int64
missed earnings estimates_appreciation_valuation_negative_norm
float64
tumble_appreciation_valuation_negative_count
int64
tumble_appreciation_valuation_negative_norm
float64
tumbled_appreciation_valuation_negative_count
int64
tumbled_appreciation_valuation_negative_norm
float64
reducing its U.S. workforce_appreciation_valuation_negative_count
int64
reducing its U.S. workforce_appreciation_valuation_negative_norm
float64
slower than expected aircraft production_judgement_capacity_negative_count
int64
slower than expected aircraft production_judgement_capacity_negative_norm
float64
sliding_appreciation_valuation_negative_count
int64
sliding_appreciation_valuation_negative_norm
float64
slash_appreciation_valuation_negative_count
int64
slash_appreciation_valuation_negative_norm
float64
flat_appreciation_valuation_negative_count
int64
flat_appreciation_valuation_negative_norm
float64
subtracted_judgement_capacity_negative_count
int64
subtracted_judgement_capacity_negative_norm
float64
cut to September to December deliveries_judgement_capacity_negative_count
int64
cut to September to December deliveries_judgement_capacity_negative_norm
float64
cut Boeing deliveries_judgement_capacity_negative_count
int64
cut Boeing deliveries_judgement_capacity_negative_norm
float64
hampered_judgement_capacity_negative_count
int64
hampered_judgement_capacity_negative_norm
float64
retreat_appreciation_valuation_negative_count
int64
retreat_appreciation_valuation_negative_norm
float64
stalled_judgement_capacity_negative_count
int64
stalled_judgement_capacity_negative_norm
float64
falls_appreciation_valuation_negative_count
int64
falls_appreciation_valuation_negative_norm
float64
lowered_appreciation_valuation_negative_count
int64
lowered_appreciation_valuation_negative_norm
float64
production rates have already been a problem_judgement_capacity_negative_count
int64
production rates have already been a problem_judgement_capacity_negative_norm
float64
slipping_appreciation_valuation_negative_count
int64
slipping_appreciation_valuation_negative_norm
float64
wavering_appreciation_valuation_negative_count
int64
wavering_appreciation_valuation_negative_norm
float64
stock was off_appreciation_valuation_negative_count
int64
stock was off_appreciation_valuation_negative_norm
float64
soured_appreciation_reaction_negative_count
int64
soured_appreciation_reaction_negative_norm
float64
stock has been relatively weak_appreciation_valuation_negative_count
int64
stock has been relatively weak_appreciation_valuation_negative_norm
float64
weak iphone sales_appreciation_valuation_negative_count
int64
weak iphone sales_appreciation_valuation_negative_norm
float64
weak spot_judgement_capacity_negative_count
int64
weak spot_judgement_capacity_negative_norm
float64
significant problems_affect_security_negative_count
int64
significant problems_affect_security_negative_norm
float64
diminished_judgement_capacity_negative_count
int64
diminished_judgement_capacity_negative_norm
float64
collapsed_appreciation_valuation_negative_count
int64
collapsed_appreciation_valuation_negative_norm
float64
headwind_appreciation_valuation_negative_count
int64
headwind_appreciation_valuation_negative_norm
float64
hit_appreciation_valuation_negative_count
int64
hit_appreciation_valuation_negative_norm
float64
woes_judgement_capacity_negative_count
int64
woes_judgement_capacity_negative_norm
float64
problem_judgement_capacity_negative_count
int64
problem_judgement_capacity_negative_norm
float64
under pressure_judgement_capacity_negative_count
int64
under pressure_judgement_capacity_negative_norm
float64
stoppage_judgement_capacity_negative_count
int64
stoppage_judgement_capacity_negative_norm
float64
retreated_appreciation_valuation_negative_count
int64
retreated_appreciation_valuation_negative_norm
float64
growth_appreciation_valuation_positive_count
int64
growth_appreciation_valuation_positive_norm
float64
launch_judgement_capacity_positive_count
int64
launch_judgement_capacity_positive_norm
float64
debt_judgement_veracity_negative_count
int64
debt_judgement_veracity_negative_norm
float64
momentum_appreciation_valuation_positive_count
int64
momentum_appreciation_valuation_positive_norm
float64
climbed_appreciation_valuation_positive_count
int64
climbed_appreciation_valuation_positive_norm
float64
double_appreciation_valuation_positive_count
int64
double_appreciation_valuation_positive_norm
float64
rebound_appreciation_valuation_positive_count
int64
rebound_appreciation_valuation_positive_norm
float64
rising_appreciation_valuation_positive_count
int64
rising_appreciation_valuation_positive_norm
float64
risen_appreciation_valuation_positive_count
int64
risen_appreciation_valuation_positive_norm
float64
added_appreciation_valuation_positive_count
int64
added_appreciation_valuation_positive_norm
float64
soared_appreciation_valuation_positive_count
int64
soared_appreciation_valuation_positive_norm
float64
evocation_count
int64
evocation_norm
float64
inscription_count
int64
inscription_norm
float64
trading_date
string
date
string
ticker
string
adj_close
float64
return
float64
abs_abnormal_return
float64
volatility_5d
float64
insc_evoc_ratio
float64
0
0
12,025
2023-12-16
"My 6 Largest Portfolio Holdings Heading Into 2024 -- and the Important Investing Lesson I Learned F(...TRUNCATED)
AAPL
https://www.nasdaq.com/articles/my-6-largest-portfolio-holdings-heading-into-2024-and-the-important-investing-lesson-i
"After an absolute disaster of a year in 2022, the stock market appears to have turned the corner. E(...TRUNCATED)
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9.569378
2023-12-18
2023-12-18
AAPL
195.889999
-0.008503
0.010048
0.155062
1.066667
1
1
12,026
2023-12-16
Brokers Suggest Investing in Apple (AAPL): Read This Before Placing a Bet
AAPL
https://www.nasdaq.com/articles/brokers-suggest-investing-in-apple-aapl%3A-read-this-before-placing-a-bet
"When deciding whether to buy, sell, or hold a stock, investors often rely on analyst recommendation(...TRUNCATED)
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2023-12-18
2023-12-18
AAPL
195.889999
-0.008503
0.010048
0.155062
4.499998
2
2
12,027
2023-12-16
Company News for Dec 19, 2023
AAPL
https://www.nasdaq.com/articles/company-news-for-dec-19-2023
"Shares of Apple Inc. AAPL lost 0.9% on China’s ban on the company’s iPhones gathering pace.\nPr(...TRUNCATED)
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2023-12-18
2023-12-18
AAPL
195.889999
-0.008503
0.010048
0.155062
0.333333
3
3
12,028
2023-12-16
NVIDIA (NVDA) Up 243% YTD: Will It Carry Momentum in 2024?
AAPL
https://www.nasdaq.com/articles/nvidia-nvda-up-243-ytd%3A-will-it-carry-momentum-in-2024
"NVIDIA Corporation NVDA has witnessed a remarkable run, showcasing a staggering 243% year-to-date s(...TRUNCATED)
736
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6.793478
2023-12-18
2023-12-18
AAPL
195.889999
-0.008503
0.010048
0.155062
0.5
4
4
12,029
2023-12-16
"Pre-Market Most Active for Dec 19, 2023 : BMY, SQQQ, NIO, UBS, TQQQ, UBER, NVDA, AAPL, GOTU, CAN, T(...TRUNCATED)
AAPL
https://www.nasdaq.com/articles/pre-market-most-active-for-dec-19-2023-%3A-bmy-sqqq-nio-ubs-tqqq-uber-nvda-aapl-gotu-can
"The NASDAQ 100 Pre-Market Indicator is up 10.13 to 16,739.93. The total Pre-Market volume is curren(...TRUNCATED)
371
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2023-12-18
2023-12-18
AAPL
195.889999
-0.008503
0.010048
0.155062
0
5
5
12,030
2023-12-16
3 Artificial Intelligence (AI) Stocks for 2024 (and Beyond)
AAPL
https://www.nasdaq.com/articles/3-artificial-intelligence-ai-stocks-for-2024-and-beyond
"What was the top financial story of 2023? It has to be Artificial Intelligence (AI), right?\nNo oth(...TRUNCATED)
1,232
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9.74026
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2023-12-18
2023-12-18
AAPL
195.889999
-0.008503
0.010048
0.155062
0.916667
6
6
12,031
2023-12-16
AAPL Quantitative Stock Analysis
AAPL
https://www.nasdaq.com/articles/aapl-quantitative-stock-analysis-10
"Below is Validea's guru fundamental report for APPLE INC (AAPL). Of the 22 guru strategies we follo(...TRUNCATED)
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2023-12-18
2023-12-18
AAPL
195.889999
-0.008503
0.010048
0.155062
1.833333
7
7
12,032
2023-12-16
Should Vanguard S&P 500 ETF (VOO) Be on Your Investing Radar?
AAPL
https://www.nasdaq.com/articles/should-vanguard-sp-500-etf-voo-be-on-your-investing-radar-11
"If you're interested in broad exposure to the Large Cap Blend segment of the US equity market, look(...TRUNCATED)
713
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7.012623
9
12.622721
2023-12-18
2023-12-18
AAPL
195.889999
-0.008503
0.010048
0.155062
1.8
8
8
12,033
2023-12-16
Is FlexShares Quality Dividend ETF (QDF) a Strong ETF Right Now?
AAPL
https://www.nasdaq.com/articles/is-flexshares-quality-dividend-etf-qdf-a-strong-etf-right-now-0
"Launched on 12/14/2012, the FlexShares Quality Dividend ETF (QDF) is a smart beta exchange traded f(...TRUNCATED)
842
1
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5.938242
11
13.064133
2023-12-18
2023-12-18
AAPL
195.889999
-0.008503
0.010048
0.155062
2.2
9
9
12,034
2023-12-16
Is FlexShares STOXX US ESG Select Index Fund (ESG) a Strong ETF Right Now?
AAPL
https://www.nasdaq.com/articles/is-flexshares-stoxx-us-esg-select-index-fund-esg-a-strong-etf-right-now-0
"Making its debut on 07/13/2016, smart beta exchange traded fund FlexShares STOXX US ESG Select Inde(...TRUNCATED)
846
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4.728132
15
17.730496
2023-12-18
2023-12-18
AAPL
195.889999
-0.008503
0.010048
0.155062
3.749999
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