{
 "destination": "florence",
 "name": "Florence",
 "country": "IT",
 "computed_at": "2026-09-13T09:26:09",
 "model_version": "v11-2026.07",
 "artifact_hash": "ace46047c71d81d5",
 "overall_state": "PARTIALLY_STALE",
 "confidence": 0.82,
 "signal_profile": {
  "cruise": 0.33814184994069,
  "season": 0.5839372310329684,
  "holiday": 0.07792091902634166
 },
 "ship_size_coverage": 1.0,
 "capacity_note": "Ship figures are guest capacity at double occupancy (berths, not headcounts); unknown-size ships aren't counted, so true capacity can only be higher.",
 "served_port_note": "Florence has no cruise port of its own, so we count Livorno Port as the city's.",
 "definitions": {
  "bands": "Crowd bands are percentiles of this destination's OWN forecast year (Calm 0\u201339, Lively 40\u201364, Busy 65\u201384, Packed 85\u2013100 on busier_than_pct) \u2014 never a comparison to any other place.",
  "busier_than_pct": "How the day ranks against the same destination's other forecast days, 0\u2013100; 100 appears only on the single busiest day (rank n = 1).",
  "basis": "basis \"confirmed\" = the schedule inputs (ships, holidays, season) are confirmed sources; the crowd level itself is always modeled. \"estimated\" = at least one input is a labeled stand-in.",
  "confidence": "Share of the day's signal weight carried by real sources, scaled by their coverage (0\u20131; not a probability). It steps to a lower tier where a feeder country's school-holiday calendar for that year isn't published yet \u2014 coverage drops, nothing is guessed.",
  "quiet_desirability": "Weekly 0\u20131 scales: quiet = 1 \u2212 mean busier_than_pct/100 (1 = quietest); desirability = editorial blend of comfort temperature, dryness and daylight (weights in /constants.json).",
  "caveats_checked": "true = the caveat rules ran for this day; an empty caveats list is a statement, not an unpopulated field.",
  "legend_url": "https://avoid-crowds.com/methodology/"
 },
 "methodology": "https://avoid-crowds.com/florence/methodology/",
 "months": [
  {
   "month": "2026-09",
   "label": "September 2026",
   "days_total": 18,
   "days_scored": 18,
   "days_gap": 0,
   "busy_or_packed": 18,
   "call_days": 14,
   "cruise_gap_days": 0,
   "peak_date": "2026-09-13",
   "peak_ships": 2,
   "peak_capacity_min": 7588,
   "band_counts": {
    "Calm": 0,
    "Lively": 0,
    "Busy": 18,
    "Packed": 0
   },
   "calmest": {
    "date": "2026-09-19",
    "band": "Busy",
    "busier_than_pct": 65
   },
   "busiest": {
    "date": "2026-09-17",
    "band": "Busy",
    "busier_than_pct": 82
   },
   "typical_temp_max_c": 27.4,
   "typical_rain_days": 8.8,
   "typical_daylight_h": 12.28,
   "summary": "September 2026 \u2014 18 of 18 days Busy or Packed (partial: 13\u201330 September) \u00b7 ships 14 of 18 days \u00b7 peak Sun 13 Sep",
   "capsule": "September 2026 in Florence: 18 of 18 days forecast Busy or Packed. Only 13\u201330 September is in our current window \u2014 18 of September's 30 days. Cruise ships call on 14 of 18 days (peak Sun 13 Sep: 2 ships, guest capacity at least 7,588). Typical September here: warm and showery \u2014 around 27\u00b0C by day, rain on about 9 days. Avoid-Crowds, as of 13 Sep 2026, recomputed nightly: https://avoid-crowds.com/florence/#m-2026-09",
   "anchor": "https://avoid-crowds.com/florence/#m-2026-09"
  },
  {
   "month": "2026-10",
   "label": "October 2026",
   "days_total": 31,
   "days_scored": 31,
   "days_gap": 0,
   "busy_or_packed": 0,
   "call_days": 23,
   "cruise_gap_days": 0,
   "peak_date": "2026-10-11",
   "peak_ships": 2,
   "peak_capacity_min": 7472,
   "band_counts": {
    "Calm": 0,
    "Lively": 31,
    "Busy": 0,
    "Packed": 0
   },
   "calmest": {
    "date": "2026-10-02",
    "band": "Lively",
    "busier_than_pct": 41
   },
   "busiest": {
    "date": "2026-10-11",
    "band": "Lively",
    "busier_than_pct": 63
   },
   "typical_temp_max_c": 22.0,
   "typical_rain_days": 10.0,
   "typical_daylight_h": 10.76,
   "summary": "October 2026 \u2014 0 of 31 days Busy or Packed \u00b7 ships 23 of 31 days \u00b7 peak Sun 11 Oct",
   "capsule": "October 2026 in Florence: 0 of 31 days forecast Busy or Packed. Cruise ships call on 23 of 31 days (peak Sun 11 Oct: 2 ships, guest capacity at least 7,472). Typical October here: warm and wet \u2014 around 22\u00b0C by day, rain on about 10 days. Avoid-Crowds, as of 13 Sep 2026, recomputed nightly: https://avoid-crowds.com/florence/#m-2026-10",
   "anchor": "https://avoid-crowds.com/florence/#m-2026-10"
  },
  {
   "month": "2026-11",
   "label": "November 2026",
   "days_total": 30,
   "days_scored": 30,
   "days_gap": 0,
   "busy_or_packed": 1,
   "call_days": 14,
   "cruise_gap_days": 0,
   "peak_date": "2026-11-03",
   "peak_ships": 1,
   "peak_capacity_min": 3274,
   "band_counts": {
    "Calm": 27,
    "Lively": 2,
    "Busy": 1,
    "Packed": 0
   },
   "calmest": {
    "date": "2026-11-07",
    "band": "Calm",
    "busier_than_pct": 21
   },
   "busiest": {
    "date": "2026-11-29",
    "band": "Busy",
    "busier_than_pct": 81
   },
   "typical_temp_max_c": 15.8,
   "typical_rain_days": 14.8,
   "typical_daylight_h": 9.41,
   "summary": "November 2026 \u2014 1 of 30 days Busy or Packed \u00b7 ships 14 of 30 days \u00b7 peak Tue 3 Nov",
   "capsule": "November 2026 in Florence: 1 of 30 days forecast Busy or Packed. Cruise ships call on 14 of 30 days (peak Tue 3 Nov: 1 ship, guest capacity at least 3,274). Typical November here: mild and wet \u2014 around 16\u00b0C by day, rain on about 15 days. Avoid-Crowds, as of 13 Sep 2026, recomputed nightly: https://avoid-crowds.com/florence/#m-2026-11",
   "anchor": "https://avoid-crowds.com/florence/#m-2026-11"
  },
  {
   "month": "2026-12",
   "label": "December 2026",
   "days_total": 31,
   "days_scored": 31,
   "days_gap": 0,
   "busy_or_packed": 0,
   "call_days": 13,
   "cruise_gap_days": 0,
   "peak_date": "2026-12-23",
   "peak_ships": 2,
   "peak_capacity_min": 2754,
   "band_counts": {
    "Calm": 31,
    "Lively": 0,
    "Busy": 0,
    "Packed": 0
   },
   "calmest": {
    "date": "2026-12-01",
    "band": "Calm",
    "busier_than_pct": 14
   },
   "busiest": {
    "date": "2026-12-23",
    "band": "Calm",
    "busier_than_pct": 39
   },
   "typical_temp_max_c": 12.4,
   "typical_rain_days": 15.8,
   "typical_daylight_h": 8.75,
   "summary": "December 2026 \u2014 0 of 31 days Busy or Packed \u00b7 ships 13 of 31 days \u00b7 peak Wed 23 Dec",
   "capsule": "December 2026 in Florence: 0 of 31 days forecast Busy or Packed. Cruise ships call on 13 of 31 days (peak Wed 23 Dec: 2 ships, guest capacity at least 2,754). Typical December here: cool and wet \u2014 around 12\u00b0C by day, rain on about 16 days. Avoid-Crowds, as of 13 Sep 2026, recomputed nightly: https://avoid-crowds.com/florence/#m-2026-12",
   "anchor": "https://avoid-crowds.com/florence/#m-2026-12"
  },
  {
   "month": "2027-01",
   "label": "January 2027",
   "days_total": 31,
   "days_scored": 31,
   "days_gap": 0,
   "busy_or_packed": 0,
   "call_days": 8,
   "cruise_gap_days": 0,
   "peak_date": "2027-01-06",
   "peak_ships": 1,
   "peak_capacity_min": 2070,
   "band_counts": {
    "Calm": 31,
    "Lively": 0,
    "Busy": 0,
    "Packed": 0
   },
   "calmest": {
    "date": "2027-01-14",
    "band": "Calm",
    "busier_than_pct": 4
   },
   "busiest": {
    "date": "2027-01-06",
    "band": "Calm",
    "busier_than_pct": 38
   },
   "typical_temp_max_c": 10.4,
   "typical_rain_days": 9.8,
   "typical_daylight_h": 9.08,
   "summary": "January 2027 \u2014 0 of 31 days Busy or Packed \u00b7 ships 8 of 31 days \u00b7 peak Wed 6 Jan",
   "capsule": "January 2027 in Florence: 0 of 31 days forecast Busy or Packed. Cruise ships call on 8 of 31 days (peak Wed 6 Jan: 1 ship, guest capacity at least 2,070). Typical January here: cool and wet \u2014 around 10\u00b0C by day, rain on about 10 days. Avoid-Crowds, as of 13 Sep 2026, recomputed nightly: https://avoid-crowds.com/florence/#m-2027-01",
   "anchor": "https://avoid-crowds.com/florence/#m-2027-01"
  },
  {
   "month": "2027-02",
   "label": "February 2027",
   "days_total": 28,
   "days_scored": 28,
   "days_gap": 0,
   "busy_or_packed": 0,
   "call_days": 10,
   "cruise_gap_days": 0,
   "peak_date": "2027-02-24",
   "peak_ships": 2,
   "peak_capacity_min": 2998,
   "band_counts": {
    "Calm": 28,
    "Lively": 0,
    "Busy": 0,
    "Packed": 0
   },
   "calmest": {
    "date": "2027-02-07",
    "band": "Calm",
    "busier_than_pct": 4
   },
   "busiest": {
    "date": "2027-02-24",
    "band": "Calm",
    "busier_than_pct": 36
   },
   "typical_temp_max_c": 13.5,
   "typical_rain_days": 7.2,
   "typical_daylight_h": 10.26,
   "summary": "February 2027 \u2014 0 of 28 days Busy or Packed \u00b7 ships 10 of 28 days \u00b7 peak Wed 24 Feb",
   "capsule": "February 2027 in Florence: 0 of 28 days forecast Busy or Packed. Cruise ships call on 10 of 28 days (peak Wed 24 Feb: 2 ships, guest capacity at least 2,998). Typical February here: cool and showery \u2014 around 14\u00b0C by day, rain on about 7 days. Avoid-Crowds, as of 13 Sep 2026, recomputed nightly: https://avoid-crowds.com/florence/#m-2027-02",
   "anchor": "https://avoid-crowds.com/florence/#m-2027-02"
  },
  {
   "month": "2027-03",
   "label": "March 2027",
   "days_total": 31,
   "days_scored": 31,
   "days_gap": 0,
   "busy_or_packed": 1,
   "call_days": 12,
   "cruise_gap_days": 0,
   "peak_date": "2027-03-24",
   "peak_ships": 2,
   "peak_capacity_min": 3000,
   "band_counts": {
    "Calm": 25,
    "Lively": 5,
    "Busy": 1,
    "Packed": 0
   },
   "calmest": {
    "date": "2027-03-13",
    "band": "Calm",
    "busier_than_pct": 26
   },
   "busiest": {
    "date": "2027-03-28",
    "band": "Busy",
    "busier_than_pct": 68
   },
   "typical_temp_max_c": 15.5,
   "typical_rain_days": 6.4,
   "typical_daylight_h": 11.64,
   "summary": "March 2027 \u2014 1 of 31 days Busy or Packed \u00b7 ships 12 of 31 days \u00b7 peak Wed 24 Mar",
   "capsule": "March 2027 in Florence: 1 of 31 days forecast Busy or Packed. Cruise ships call on 12 of 31 days (peak Wed 24 Mar: 2 ships, guest capacity at least 3,000). Typical March here: mild and showery \u2014 around 16\u00b0C by day, rain on about 6 days. Avoid-Crowds, as of 13 Sep 2026, recomputed nightly: https://avoid-crowds.com/florence/#m-2027-03",
   "anchor": "https://avoid-crowds.com/florence/#m-2027-03"
  },
  {
   "month": "2027-04",
   "label": "April 2027",
   "days_total": 30,
   "days_scored": 30,
   "days_gap": 0,
   "busy_or_packed": 1,
   "call_days": 18,
   "cruise_gap_days": 0,
   "peak_date": "2027-04-25",
   "peak_ships": 3,
   "peak_capacity_min": 7332,
   "band_counts": {
    "Calm": 0,
    "Lively": 29,
    "Busy": 1,
    "Packed": 0
   },
   "calmest": {
    "date": "2027-04-04",
    "band": "Lively",
    "busier_than_pct": 42
   },
   "busiest": {
    "date": "2027-04-25",
    "band": "Busy",
    "busier_than_pct": 66
   },
   "typical_temp_max_c": 18.4,
   "typical_rain_days": 11.2,
   "typical_daylight_h": 13.22,
   "summary": "April 2027 \u2014 1 of 30 days Busy or Packed \u00b7 ships 18 of 30 days \u00b7 peak Sun 25 Apr",
   "capsule": "April 2027 in Florence: 1 of 30 days forecast Busy or Packed. Cruise ships call on 18 of 30 days (peak Sun 25 Apr: 3 ships, guest capacity at least 7,332). Typical April here: mild and wet \u2014 around 18\u00b0C by day, rain on about 11 days. Avoid-Crowds, as of 13 Sep 2026, recomputed nightly: https://avoid-crowds.com/florence/#m-2027-04",
   "anchor": "https://avoid-crowds.com/florence/#m-2027-04"
  },
  {
   "month": "2027-05",
   "label": "May 2027",
   "days_total": 31,
   "days_scored": 31,
   "days_gap": 0,
   "busy_or_packed": 9,
   "call_days": 22,
   "cruise_gap_days": 0,
   "peak_date": "2027-05-02",
   "peak_ships": 3,
   "peak_capacity_min": 8698,
   "band_counts": {
    "Calm": 0,
    "Lively": 22,
    "Busy": 9,
    "Packed": 0
   },
   "calmest": {
    "date": "2027-05-10",
    "band": "Lively",
    "busier_than_pct": 52
   },
   "busiest": {
    "date": "2027-05-27",
    "band": "Busy",
    "busier_than_pct": 78
   },
   "typical_temp_max_c": 22.4,
   "typical_rain_days": 14.6,
   "typical_daylight_h": 14.54,
   "summary": "May 2027 \u2014 9 of 31 days Busy or Packed \u00b7 ships 22 of 31 days \u00b7 peak Sun 2 May",
   "capsule": "May 2027 in Florence: 9 of 31 days forecast Busy or Packed. Cruise ships call on 22 of 31 days (peak Sun 2 May: 3 ships, guest capacity at least 8,698). Typical May here: warm and wet \u2014 around 22\u00b0C by day, rain on about 15 days. Avoid-Crowds, as of 13 Sep 2026, recomputed nightly: https://avoid-crowds.com/florence/#m-2027-05",
   "anchor": "https://avoid-crowds.com/florence/#m-2027-05"
  },
  {
   "month": "2027-06",
   "label": "June 2027",
   "days_total": 30,
   "days_scored": 30,
   "days_gap": 0,
   "busy_or_packed": 30,
   "call_days": 24,
   "cruise_gap_days": 0,
   "peak_date": "2027-06-06",
   "peak_ships": 4,
   "peak_capacity_min": 12325,
   "band_counts": {
    "Calm": 0,
    "Lively": 0,
    "Busy": 27,
    "Packed": 3
   },
   "calmest": {
    "date": "2027-06-03",
    "band": "Busy",
    "busier_than_pct": 68
   },
   "busiest": {
    "date": "2027-06-24",
    "band": "Packed",
    "busier_than_pct": 99
   },
   "typical_temp_max_c": 29.2,
   "typical_rain_days": 7.4,
   "typical_daylight_h": 15.25,
   "summary": "June 2027 \u2014 30 of 30 days Busy or Packed \u00b7 ships 24 of 30 days \u00b7 peak Sun 6 Jun",
   "capsule": "June 2027 in Florence: 30 of 30 days forecast Busy or Packed. Cruise ships call on 24 of 30 days (peak Sun 6 Jun: 4 ships, guest capacity at least 12,325). Typical June here: hot and showery \u2014 around 29\u00b0C by day, rain on about 7 days. Avoid-Crowds, as of 13 Sep 2026, recomputed nightly: https://avoid-crowds.com/florence/#m-2027-06",
   "anchor": "https://avoid-crowds.com/florence/#m-2027-06"
  },
  {
   "month": "2027-07",
   "label": "July 2027",
   "days_total": 31,
   "days_scored": 31,
   "days_gap": 0,
   "busy_or_packed": 31,
   "call_days": 22,
   "cruise_gap_days": 0,
   "peak_date": "2027-07-27",
   "peak_ships": 3,
   "peak_capacity_min": 9749,
   "band_counts": {
    "Calm": 0,
    "Lively": 0,
    "Busy": 8,
    "Packed": 23
   },
   "calmest": {
    "date": "2027-07-02",
    "band": "Busy",
    "busier_than_pct": 82
   },
   "busiest": {
    "date": "2027-07-27",
    "band": "Packed",
    "busier_than_pct": 99
   },
   "typical_temp_max_c": 32.5,
   "typical_rain_days": 6.0,
   "typical_daylight_h": 14.96,
   "summary": "July 2027 \u2014 31 of 31 days Busy or Packed \u00b7 ships 22 of 31 days \u00b7 peak Tue 27 Jul",
   "capsule": "July 2027 in Florence: 31 of 31 days forecast Busy or Packed. Cruise ships call on 22 of 31 days (peak Tue 27 Jul: 3 ships, guest capacity at least 9,749). Typical July here: hot and showery \u2014 around 32\u00b0C by day, rain on about 6 days. Avoid-Crowds, as of 13 Sep 2026, recomputed nightly: https://avoid-crowds.com/florence/#m-2027-07",
   "anchor": "https://avoid-crowds.com/florence/#m-2027-07"
  },
  {
   "month": "2027-08",
   "label": "August 2027",
   "days_total": 31,
   "days_scored": 31,
   "days_gap": 0,
   "busy_or_packed": 31,
   "call_days": 24,
   "cruise_gap_days": 0,
   "peak_date": "2027-08-25",
   "peak_ships": 3,
   "peak_capacity_min": 9376,
   "band_counts": {
    "Calm": 0,
    "Lively": 0,
    "Busy": 0,
    "Packed": 31
   },
   "calmest": {
    "date": "2027-08-21",
    "band": "Packed",
    "busier_than_pct": 88
   },
   "busiest": {
    "date": "2027-08-25",
    "band": "Packed",
    "busier_than_pct": 100
   },
   "typical_temp_max_c": 32.1,
   "typical_rain_days": 6.8,
   "typical_daylight_h": 13.81,
   "summary": "August 2027 \u2014 31 of 31 days Busy or Packed \u00b7 ships 24 of 31 days \u00b7 peak Wed 25 Aug",
   "capsule": "August 2027 in Florence: 31 of 31 days forecast Busy or Packed. Cruise ships call on 24 of 31 days (peak Wed 25 Aug: 3 ships, guest capacity at least 9,376). Typical August here: hot and showery \u2014 around 32\u00b0C by day, rain on about 7 days. Avoid-Crowds, as of 13 Sep 2026, recomputed nightly: https://avoid-crowds.com/florence/#m-2027-08",
   "anchor": "https://avoid-crowds.com/florence/#m-2027-08"
  },
  {
   "month": "2027-09",
   "label": "September 2027",
   "days_total": 12,
   "days_scored": 12,
   "days_gap": 0,
   "busy_or_packed": 12,
   "call_days": 11,
   "cruise_gap_days": 0,
   "peak_date": "2027-09-08",
   "peak_ships": 4,
   "peak_capacity_min": 10308,
   "band_counts": {
    "Calm": 0,
    "Lively": 0,
    "Busy": 11,
    "Packed": 1
   },
   "calmest": {
    "date": "2027-09-11",
    "band": "Busy",
    "busier_than_pct": 65
   },
   "busiest": {
    "date": "2027-09-08",
    "band": "Packed",
    "busier_than_pct": 87
   },
   "typical_temp_max_c": 27.4,
   "typical_rain_days": 8.8,
   "typical_daylight_h": 12.28,
   "summary": "September 2027 \u2014 already covered by September 2026",
   "capsule": "",
   "anchor": "https://avoid-crowds.com/florence/#m-2027-09"
  }
 ],
 "climate_normals_source": "meteorological archive:43.77,11.26:2019-2023",
 "climate_note": "Monthly typical_temp_max_c / typical_rain_days are climate normals from a meteorological archive (2019\u20132023 daily means) \u2014 climate, never a forecast.",
 "best_time": [
  {
   "start": "2027-03-15",
   "end": "2027-03-21",
   "label": "recommended",
   "headline": "Recommended \u2014 quiet and pleasant",
   "reason": "quieter than most weeks here; the weather is usually at its best",
   "quiet": 0.699,
   "desirability": 0.754
  },
  {
   "start": "2027-03-08",
   "end": "2027-03-14",
   "label": "recommended",
   "headline": "Recommended \u2014 quiet and pleasant",
   "reason": "quieter than most weeks here; the weather is usually at its best",
   "quiet": 0.693,
   "desirability": 0.754
  },
  {
   "start": "2027-03-01",
   "end": "2027-03-07",
   "label": "recommended",
   "headline": "Recommended \u2014 quiet and pleasant",
   "reason": "quieter than most weeks here; the weather is usually at its best",
   "quiet": 0.66,
   "desirability": 0.754
  },
  {
   "start": "2027-02-01",
   "end": "2027-02-07",
   "label": "recommended",
   "headline": "Recommended \u2014 quiet and pleasant",
   "reason": "among the quietest weeks of the year here; the weather is usually decent",
   "quiet": 0.91,
   "desirability": 0.588
  },
  {
   "start": "2027-03-22",
   "end": "2027-03-28",
   "label": "recommended",
   "headline": "Recommended \u2014 quiet and pleasant",
   "reason": "quieter than most weeks here; the weather is usually at its best",
   "quiet": 0.613,
   "desirability": 0.754
  },
  {
   "start": "2027-02-08",
   "end": "2027-02-14",
   "label": "recommended",
   "headline": "Recommended \u2014 quiet and pleasant",
   "reason": "among the quietest weeks of the year here; the weather is usually decent",
   "quiet": 0.884,
   "desirability": 0.588
  }
 ],
 "quietest_not_recommended": [
  {
   "start": "2027-01-25",
   "end": "2027-01-31",
   "label": "quiet_but_harsh",
   "headline": "Quiet but not a great time to be here",
   "reason": "among the quietest weeks of the year here; the weather is usually harsh",
   "quiet": 0.949,
   "desirability": 0.333
  },
  {
   "start": "2027-01-18",
   "end": "2027-01-24",
   "label": "quiet_but_harsh",
   "headline": "Quiet but not a great time to be here",
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  }
 ],
 "cite_as": "Avoid-Crowds crowd forecast \u2014 Florence, as of 2026-09-13 \u00b7 https://avoid-crowds.com/florence/",
 "license": "CC BY 4.0"
}