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script.py

# names of hurricanes
names = ['Cuba I', 'San Felipe II Okeechobee', 'Bahamas', 'Cuba II', 'CubaBrownsville', 'Tampico', 'Labor Day', 'New England', 'Carol', 'Janet', 'Carla', 'Hattie', 'Beulah', 'Camille', 'Edith', 'Anita', 'David', 'Allen', 'Gilbert', 'Hugo', 'Andrew', 'Mitch', 'Isabel', 'Ivan', 'Emily', 'Katrina', 'Rita', 'Wilma', 'Dean', 'Felix', 'Matthew', 'Irma', 'Maria', 'Michael']

# months of hurricanes
months = ['October', 'September', 'September', 'November', 'August', 'September', 'September', 'September', 'September', 'September', 'September', 'October', 'September', 'August', 'September', 'September', 'August', 'August', 'September', 'September', 'August', 'October', 'September', 'September', 'July', 'August', 'September', 'October', 'August', 'September', 'October', 'September', 'September', 'October']

# years of hurricanes
years = [1924, 1928, 1932, 1932, 1933, 1933, 1935, 1938, 1953, 1955, 1961, 1961, 1967, 1969, 1971, 1977, 1979, 1980, 1988, 1989, 1992, 1998, 2003, 2004, 2005, 2005, 2005, 2005, 2007, 2007, 2016, 2017, 2017, 2018]

# maximum sustained winds (mph) of hurricanes
max_sustained_winds = [165, 160, 160, 175, 160, 160, 185, 160, 160, 175, 175, 160, 160, 175, 160, 175, 175, 190, 185, 160, 175, 180, 165, 165, 160, 175, 180, 185, 175, 175, 165, 180, 175, 160]

# areas affected by each hurricane
areas_affected = [['Central America', 'Mexico', 'Cuba', 'Florida', 'The Bahamas'], ['Lesser Antilles', 'The Bahamas', 'United States East Coast', 'Atlantic Canada'], ['The Bahamas', 'Northeastern United States'], ['Lesser Antilles', 'Jamaica', 'Cayman Islands', 'Cuba', 'The Bahamas', 'Bermuda'], ['The Bahamas', 'Cuba', 'Florida', 'Texas', 'Tamaulipas'], ['Jamaica', 'Yucatn Peninsula'], ['The Bahamas', 'Florida', 'Georgia', 'The Carolinas', 'Virginia'], ['Southeastern United States', 'Northeastern United States', 'Southwestern Quebec'], ['Bermuda', 'New England', 'Atlantic Canada'], ['Lesser Antilles', 'Central America'], ['Texas', 'Louisiana', 'Midwestern United States'], ['Central America'], ['The Caribbean', 'Mexico', 'Texas'], ['Cuba', 'United States Gulf Coast'], ['The Caribbean', 'Central America', 'Mexico', 'United States Gulf Coast'], ['Mexico'], ['The Caribbean', 'United States East coast'], ['The Caribbean', 'Yucatn Peninsula', 'Mexico', 'South Texas'], ['Jamaica', 'Venezuela', 'Central America', 'Hispaniola', 'Mexico'], ['The Caribbean', 'United States East Coast'], ['The Bahamas', 'Florida', 'United States Gulf Coast'], ['Central America', 'Yucatn Peninsula', 'South Florida'], ['Greater Antilles', 'Bahamas', 'Eastern United States', 'Ontario'], ['The Caribbean', 'Venezuela', 'United States Gulf Coast'], ['Windward Islands', 'Jamaica', 'Mexico', 'Texas'], ['Bahamas', 'United States Gulf Coast'], ['Cuba', 'United States Gulf Coast'], ['Greater Antilles', 'Central America', 'Florida'], ['The Caribbean', 'Central America'], ['Nicaragua', 'Honduras'], ['Antilles', 'Venezuela', 'Colombia', 'United States East Coast', 'Atlantic Canada'], ['Cape Verde', 'The Caribbean', 'British Virgin Islands', 'U.S. Virgin Islands', 'Cuba', 'Florida'], ['Lesser Antilles', 'Virgin Islands', 'Puerto Rico', 'Dominican Republic', 'Turks and Caicos Islands'], ['Central America', 'United States Gulf Coast (especially Florida Panhandle)']]

# damages (USD($)) of hurricanes
damages = ['Damages not recorded', '100M', 'Damages not recorded', '40M', '27.9M', '5M', 'Damages not recorded', '306M', '2M', '65.8M', '326M', '60.3M', '208M', '1.42B', '25.4M', 'Damages not recorded', '1.54B', '1.24B', '7.1B', '10B', '26.5B', '6.2B', '5.37B', '23.3B', '1.01B', '125B', '12B', '29.4B', '1.76B', '720M', '15.1B', '64.8B', '91.6B', '25.1B']

# deaths for each hurricane
deaths = [90,4000,16,3103,179,184,408,682,5,1023,43,319,688,259,37,11,2068,269,318,107,65,19325,51,124,17,1836,125,87,45,133,603,138,3057,74]

# write your update damages function here:
def hurricanes_damage (damages_recorded):
  updated_damages = []
  for damage in damages_recorded:
    if damage == "Damages not recorded":
      updated_damages.append(damage)
    elif damage[-1] == "M":
      value = float(damage[:-1]) *1000000
      updated_damages.append(value)
    elif damage[-1] == "B":
      value = float(damage[:-1]) * 1000000000
      updated_damages.append(value)
  return updated_damages

damages_updated = hurricanes_damage(damages)
#print(damages_updated)

# write your construct hurricane dictionary function here:

def hurricane_dictionary (name, month, year, max_wind, areas, damage, death):
  h_dict = {}
  for i in range(len(name)):
    h_dict[name[i]] = {}
    h_dict[name[i]].update({"Name":name[i]})
    h_dict[name[i]].update({"Month":month[i]})
    h_dict[name[i]].update({"Year":year[i]})
    h_dict[name[i]].update({"Max Sustained Wind":max_wind[i]})
    h_dict[name[i]].update({"Areas Affected":areas[i]})
    h_dict[name[i]].update({"Damage":damage[i]})
    h_dict[name[i]].update({"Deaths":death[i]})
  return h_dict

hurricane_dict = hurricane_dictionary(names, months, years, max_sustained_winds, areas_affected, damages_updated, deaths)

# print (hurricane_dict)


# write your construct hurricane by year dictionary function here:

def hurricane_by_year (hurricane_dictionary):
  h_by_year = {}
  for year in years:
    hurricanes = []
    for hurricane in hurricane_dictionary.values():
      if hurricane['Year'] == year:
        hurricanes.append(hurricane)
      h_by_year[year] = hurricanes
  return h_by_year

hurricane_year = hurricane_by_year(hurricane_dict)
#print (hurricane_year) 

# write your count affected areas function here:

def count_areas (affected_areas):
  affected_area_count = {}
  for area in affected_areas:
    for location in area:
      if affected_area_count.get(location) is None:
        affected_area_count[location] = 1
      else:
        affected_area_count[location] += 1
  return affected_area_count

areas_affected_count = count_areas(areas_affected)
# print (areas_affected_count)



# write your find most affected area function here:

def most_affected_area (areas):
  place = ""
  max_hits = 0
  for area,hits in areas.items():
    if hits > max_hits:
      place = area
      max_hits = hits
  return place, max_hits

area, hits = most_affected_area(areas_affected_count)
#print("Most affected area is:{area} with {hits} hits".format(area = area, hits = hits))

# write your greatest number of deaths function here:

def greatest_deaths (hurricane_dictionary):
  hurricane_name = ""
  total_deaths = 0
  for hurricane in hurricane_dictionary.values():
    if hurricane.get("Deaths") > total_deaths:
      hurricane_name = hurricane.get("Name")
      total_deaths = hurricane.get("Deaths")
  return hurricane_name, total_deaths

hurricane, deaths = greatest_deaths(hurricane_dict)
# print("The greatest number of deaths is:{deaths} from hurricane {hurricane}".format(deaths = deaths, hurricane = hurricane))



# write your catgeorize by mortality function here:

def categorize_by_mortality (hurricane_dictionary):
  hurricane_by_mortality = {0:[], 1:[], 2:[], 3:[], 4:[]}
  
  for hurricane in hurricane_dictionary.values():
    deaths = hurricane.get("Deaths")
    if deaths >= 0 and deaths < 100:
      hurricane_by_mortality[0].append(hurricane.get("Name"))
    elif deaths >=100 and deaths < 500:
      hurricane_by_mortality[1].append(hurricane.get("Name"))
    elif deaths >=500 and deaths < 1000:
      hurricane_by_mortality[2].append(hurricane.get("Name"))
    elif deaths >=1000 and deaths < 10000:
      hurricane_by_mortality[3].append(hurricane.get("Name"))
    else:
      hurricane_by_mortality[4].append(hurricane.get("Name"))
  
  return hurricane_by_mortality

hurricane = categorize_by_mortality (hurricane_dict)

"""
for category, name_list in hurricane.items():
  print("Category {category}: {hurricanes}".format(category = category, hurricanes = name_list))
"""

# write your greatest damage function here:
def greatest_damage (hurricane_dictionary):
  hurricane_name = ""
  total_damage = 0
  for hurricane in hurricane_dictionary.values():
    damage = hurricane.get("Damage")
    if damage == "Damages not recorded":
      continue
    elif damage > total_damage:
      hurricane_name = hurricane.get("Name")
      total_damage = damage
  return hurricane_name, total_damage

hurricane, damage = greatest_damage(hurricane_dict)
print("The greatest damage is for: ${damage} from hurricane {hurricane}".format(damage = damage, hurricane = hurricane))


# write your catgeorize by damage function here:

def categorize_by_damage (hurricane_dictionary):
  hurricane_by_damage = {0:[], 1:[], 2:[], 3:[], 4:[]}
  
  for hurricane in hurricane_dictionary.values():
    damage = hurricane.get("Damage")
    if damage == "Damages not recorded":
      continue
    elif damage >= 0 and damage < 100000000:
      hurricane_by_damage[0].append(hurricane.get("Name"))
    elif damage >=100000000 and damage < 1000000000:
      hurricane_by_damage[1].append(hurricane.get("Name"))
    elif damage >=1000000000 and damage < 10000000000:
      hurricane_by_damage[2].append(hurricane.get("Name"))
    elif damage >=10000000000 and damage < 50000000000:
      hurricane_by_damage[3].append(hurricane.get("Name"))
    else:
      hurricane_by_damage[4].append(hurricane.get("Name"))
  
  return hurricane_by_damage

hurricane = categorize_by_damage (hurricane_dict)

for category, name_list in hurricane.items():
  print("Category {category}: {hurricanes}".format(category = category, hurricanes = name_list))