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Created Mar 3, 2021
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# 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]
# 1
# Update Recorded Damages
def update_damages(damages):
conversion = {"M": 1000000, "B": 1000000000}
updated_damages = []
for amount in damages:
if amount[-1] == "M":
updated_damages.append(float(amount.strip("M"))*conversion["M"])
if amount[-1] == "B":
updated_damages.append(float(amount.strip("B"))*conversion["B"])
if amount == "Damages not recorded":
updated_damages.append('Damages not recorded')
return updated_damages
# test function by updating damages
updated_damages = update_damages(damages)
# 2
# Create a Table
def create_hurricane_dictionary (names, months, years, max_sustained_winds, areas_affected, updated_damages, deaths):
hurricanes = {}
num_hurricanes = len(names)
for i in range(num_hurricanes):
hurricanes[names[i]] = {'Name':names[i], 'Month':months[i], 'Year': years[i], 'Max Sustained Wind': max_sustained_winds[i], 'Areas Affected': areas_affected[i], 'Damage': updated_damages[i], 'Deaths': deaths[i]}
return hurricanes
hurricanes = create_hurricane_dictionary(names, months, years, max_sustained_winds, areas_affected, updated_damages, deaths)
# Organizing by Year
def year_hurricanes(hurricanes):
hurricanes_by_year = {}
for name in hurricanes:
current_year = hurricanes[name]['Year']
current_data = hurricanes[name]
if current_year in hurricanes_by_year:
hurricanes_by_year[current_year] = [hurricanes_by_year[current_year], current_data]
else:
hurricanes_by_year[current_year] = current_data
return hurricanes_by_year
hurricanes_year = year_hurricanes(hurricanes)
# 4
from collections import defaultdict
def affected_areas(hurricanes):
hurricane_areas = defaultdict(int)
for cane in hurricanes:
for area in hurricanes[cane]['Areas Affected']:
hurricane_areas[area] +=1
hurricane_areas_dict = dict(hurricane_areas)
return hurricane_areas_dict
# Counting Damaged Areas
hurricane_areas = affected_areas(hurricanes)
# Calculating Maximum Hurricane Count
def max_count(hurricane_areas):
max_count = 0
max_area = 'South Florida'
for area in hurricane_areas:
if hurricane_areas[area] > max_count:
max_count = hurricane_areas[area]
max_area = area
return max_area
area_most_affected = max_count(hurricane_areas)
# 6
# Calculating the Deadliest Hurricane
def deadliest(hurricanes):
max_mortality_cane = 'Cuba I'
max_mortality = 0
for cane in hurricanes:
if hurricanes[cane]['Deaths'] > max_mortality:
max_mortality = hurricanes[cane]['Deaths']
max_mortality_cane = cane
return max_mortality, max_mortality_cane
# 7
# Rating Hurricanes by Mortality
mortality_scale = {0: 0,
1: 100,
2: 500,
3: 1000,
4: 10000}
def mortality_rater(hurricanes):
mortality_rated_canes = {0:[],1:[],2:[],3:[],4:[],5:[]}
for cane in hurricanes:
death=hurricanes[cane]['Deaths']
if death > 10000:
mortality_rated_canes[5].append(cane)
elif death > 1000:
mortality_rated_canes[4].append(cane)
elif death > 500:
mortality_rated_canes[3].append(cane)
elif death > 100:
mortality_rated_canes[2].append(cane)
elif death > 0:
mortality_rated_canes[1].append(cane)
else:
mortality_rated_canes[0].append(cane)
return mortality_rated_canes
hurricanes_by_death = mortality_rater(hurricanes)
# 8 Calculating Hurricane Maximum Damage
def greatest_damage_finder(hurricanes):
max_damage=0
max_cane='Cuba I'
for cane in hurricanes:
if hurricanes[cane]['Damage'] == "Damages not recorded":
pass
elif hurricanes[cane]['Damage'] > max_damage:
max_cane = cane
max_damage = hurricanes[cane]['Damage']
return max_cane, max_damage
maximum_damage_hurricane = greatest_damage_finder(hurricanes)
# 9
# Rating Hurricanes by Damage
damage_scale = {0: 0,
1: 100000000,
2: 1000000000,
3: 10000000000,
4: 50000000000}
def damage_rater(hurricanes):
damage_rated_canes = {0:[],1:[],2:[],3:[],4:[],5:[]}
for cane in hurricanes:
true_cane = hurricanes[cane]
damages = hurricanes[cane]['Damage']
if damages == 'Damages not recorded':
damage_rated_canes[0].append(true_cane)
elif damages > damage_scale[4]:
damage_rated_canes[5].append(true_cane)
elif damages > damage_scale[3]:
damage_rated_canes[4].append(true_cane)
elif damages > damage_scale[2]:
damage_rated_canes[3].append(true_cane)
elif damages > damage_scale[1]:
damage_rated_canes[2].append(true_cane)
else:
damage_rated_canes[1].append(true_cane)
return damage_rated_canes
hurricanes_rated_damage = damage_rater(hurricanes)
print(hurricanes_rated_damage)
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