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HRP-Stage06-Room-Rate-Prediction

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HRP-Stage06-Room-Rate-Prediction
File size: 3,407 Bytes
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{
  "Low base price": {
    "city_id": 7,
    "property_type": "BOUTIQUE",
    "star_rating": 2.0,
    "hotel_avg_rating_prior": 3.61,
    "hotel_reviews_count_prior": 129,
    "hotel_amenity_count": 15,
    "bed_type": "QUEEN",
    "bed_count": 1,
    "room_size_sqm": 37.3,
    "view_type": "NONE",
    "smoking_allowed": 0,
    "breakfast_included": 1,
    "is_refundable": 1,
    "max_occupancy": 2,
    "room_amenity_count": 9,
    "total_quantity": 7,
    "base_price_per_night": 103.2,
    "minimum_stay_nights": 1,
    "stop_sell": 0,
    "prior_30d_room_bookings": 21,
    "prior_7d_room_bookings": 8,
    "prior_30d_hotel_occupancy_rate": 0.78,
    "prior_30d_room_cancel_rate": 0.1616,
    "prior_30d_avg_sold_price": 120.76,
    "city_market_avg_price_prior": 114.38,
    "booked_quantity_prior": 3,
    "blocked_quantity_prior": 2,
    "available_quantity_prior": 2,
    "occupancy_ratio_prior": 0.4286,
    "availability_ratio_prior": 0.2857,
    "rate_month": 9,
    "rate_dayofweek": 3,
    "rate_weekend": 0,
    "holiday_period": 0,
    "days_to_rate": 35,
    "annual_sin": -0.886721,
    "annual_cos": -0.462305
  },
  "Medium base price": {
    "city_id": 11,
    "property_type": "HOTEL",
    "star_rating": 4.0,
    "hotel_avg_rating_prior": 3.72,
    "hotel_reviews_count_prior": 409,
    "hotel_amenity_count": 14,
    "bed_type": "KING",
    "bed_count": 1,
    "room_size_sqm": 26.5,
    "view_type": "GARDEN",
    "smoking_allowed": 1,
    "breakfast_included": 1,
    "is_refundable": 1,
    "max_occupancy": 3,
    "room_amenity_count": 6,
    "total_quantity": 9,
    "base_price_per_night": 127.02,
    "minimum_stay_nights": 1,
    "stop_sell": 0,
    "prior_30d_room_bookings": 19,
    "prior_7d_room_bookings": 6,
    "prior_30d_hotel_occupancy_rate": 0.8193,
    "prior_30d_room_cancel_rate": 0.1755,
    "prior_30d_avg_sold_price": 137.68,
    "city_market_avg_price_prior": 131.08,
    "booked_quantity_prior": 1,
    "blocked_quantity_prior": 6,
    "available_quantity_prior": 2,
    "occupancy_ratio_prior": 0.1111,
    "availability_ratio_prior": 0.2222,
    "rate_month": 8,
    "rate_dayofweek": 0,
    "rate_weekend": 0,
    "holiday_period": 1,
    "days_to_rate": 77,
    "annual_sin": -0.715795,
    "annual_cos": -0.69831
  },
  "High base price": {
    "city_id": 5,
    "property_type": "APARTMENT",
    "star_rating": 5.0,
    "hotel_avg_rating_prior": 3.53,
    "hotel_reviews_count_prior": 27,
    "hotel_amenity_count": 12,
    "bed_type": "KING",
    "bed_count": 1,
    "room_size_sqm": 32.3,
    "view_type": "SEA",
    "smoking_allowed": 1,
    "breakfast_included": 1,
    "is_refundable": 1,
    "max_occupancy": 3,
    "room_amenity_count": 4,
    "total_quantity": 6,
    "base_price_per_night": 151.02,
    "minimum_stay_nights": 1,
    "stop_sell": 0,
    "prior_30d_room_bookings": 22,
    "prior_7d_room_bookings": 3,
    "prior_30d_hotel_occupancy_rate": 0.7789,
    "prior_30d_room_cancel_rate": 0.0856,
    "prior_30d_avg_sold_price": 142.79,
    "city_market_avg_price_prior": 137.61,
    "booked_quantity_prior": 3,
    "blocked_quantity_prior": 3,
    "available_quantity_prior": 0,
    "occupancy_ratio_prior": 0.5,
    "availability_ratio_prior": 0.0,
    "rate_month": 11,
    "rate_dayofweek": 1,
    "rate_weekend": 0,
    "holiday_period": 0,
    "days_to_rate": 40,
    "annual_sin": -0.842572,
    "annual_cos": 0.538584
  }
}