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HRP-Stage01-Booking-Cancellation-Risk

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HRP-Stage01-Booking-Cancellation-Risk
File size: 4,682 Bytes
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{
  "LOW": {
    "features": {
      "city_id": 3,
      "property_type": "RESORT",
      "star_rating": 5.0,
      "hotel_avg_rating_prior": 5.0,
      "hotel_reviews_count_prior": 186,
      "hotel_amenity_count": 14,
      "bed_type": "DOUBLE",
      "bed_count": 2,
      "room_size_sqm": 33.9,
      "view_type": null,
      "smoking_allowed": 0,
      "breakfast_included": 1,
      "base_price_per_night": 144.14,
      "effective_price_per_night": 155.84,
      "price_to_base_ratio": 1.0812,
      "max_occupancy": 3,
      "total_quantity": 12,
      "available_quantity_at_booking": 5,
      "availability_ratio_at_booking": 0.4167,
      "minimum_stay_nights": 2,
      "stop_sell": 0,
      "is_refundable": 1,
      "guests_count": 5,
      "rooms_count": 1,
      "number_of_nights": 5,
      "total_price": 779.22,
      "days_until_checkin": 6,
      "checkin_month": 2,
      "checkin_dayofweek": 1,
      "checkin_weekend": 0,
      "customer_prior_bookings": 8,
      "customer_prior_cancellations": 1,
      "customer_prior_cancel_rate": 0.125,
      "customer_prior_completed": 6,
      "customer_prior_no_show": 1,
      "customer_avg_prior_spend": 390.58,
      "customer_favorites_count": 3,
      "customer_has_favorited_hotel": 0,
      "customer_account_age_days": 530,
      "customer_last_login_recency_days": 21,
      "email_verified": 1,
      "phone_verified": 0
    },
    "expected_risk_level": "LOW",
    "example_probability_rounded": 0.149938,
    "description": "Synthetic test-set example; not a real guest booking"
  },
  "MEDIUM": {
    "features": {
      "city_id": 2,
      "property_type": "HOTEL",
      "star_rating": 4.0,
      "hotel_avg_rating_prior": 3.87,
      "hotel_reviews_count_prior": 341,
      "hotel_amenity_count": 12,
      "bed_type": "QUEEN",
      "bed_count": 1,
      "room_size_sqm": 43.3,
      "view_type": "CITY",
      "smoking_allowed": 0,
      "breakfast_included": 1,
      "base_price_per_night": 162.37,
      "effective_price_per_night": 225.77,
      "price_to_base_ratio": 1.3905,
      "max_occupancy": 3,
      "total_quantity": 4,
      "available_quantity_at_booking": 1,
      "availability_ratio_at_booking": 0.25,
      "minimum_stay_nights": 1,
      "stop_sell": 0,
      "is_refundable": 1,
      "guests_count": 1,
      "rooms_count": 1,
      "number_of_nights": 2,
      "total_price": 451.54,
      "days_until_checkin": 16,
      "checkin_month": 1,
      "checkin_dayofweek": 5,
      "checkin_weekend": 1,
      "customer_prior_bookings": 5,
      "customer_prior_cancellations": 2,
      "customer_prior_cancel_rate": 0.4,
      "customer_prior_completed": 3,
      "customer_prior_no_show": 0,
      "customer_avg_prior_spend": 315.1,
      "customer_favorites_count": 4,
      "customer_has_favorited_hotel": 0,
      "customer_account_age_days": 182,
      "customer_last_login_recency_days": 7,
      "email_verified": 1,
      "phone_verified": 1
    },
    "expected_risk_level": "MEDIUM",
    "example_probability_rounded": 0.499942,
    "description": "Synthetic test-set example; not a real guest booking"
  },
  "HIGH": {
    "features": {
      "city_id": 5,
      "property_type": "HOTEL",
      "star_rating": 4.0,
      "hotel_avg_rating_prior": 4.12,
      "hotel_reviews_count_prior": 130,
      "hotel_amenity_count": 11,
      "bed_type": "TWIN",
      "bed_count": 2,
      "room_size_sqm": null,
      "view_type": "GARDEN",
      "smoking_allowed": 0,
      "breakfast_included": 0,
      "base_price_per_night": 127.36,
      "effective_price_per_night": 155.62,
      "price_to_base_ratio": 1.2219,
      "max_occupancy": 3,
      "total_quantity": 12,
      "available_quantity_at_booking": 3,
      "availability_ratio_at_booking": 0.25,
      "minimum_stay_nights": 1,
      "stop_sell": 0,
      "is_refundable": 1,
      "guests_count": 3,
      "rooms_count": 1,
      "number_of_nights": 3,
      "total_price": 466.85,
      "days_until_checkin": 34,
      "checkin_month": 3,
      "checkin_dayofweek": 3,
      "checkin_weekend": 0,
      "customer_prior_bookings": 3,
      "customer_prior_cancellations": 3,
      "customer_prior_cancel_rate": 1.0,
      "customer_prior_completed": 0,
      "customer_prior_no_show": 0,
      "customer_avg_prior_spend": 92.45,
      "customer_favorites_count": 5,
      "customer_has_favorited_hotel": 0,
      "customer_account_age_days": 791,
      "customer_last_login_recency_days": 7,
      "email_verified": 1,
      "phone_verified": 1
    },
    "expected_risk_level": "HIGH",
    "example_probability_rounded": 0.848767,
    "description": "Synthetic test-set example; not a real guest booking"
  }
}