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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 | |
conversion = {"M": 1000000, | |
"B": 1000000000} | |
def update_damages(damages): | |
updated_damages = [] | |
for damage in damages: | |
if damage == "Damages not recorded": | |
updated_damages.append(damage) | |
elif damage[-1] == "M": | |
updated_damages.append(float(damage[:-1])*conversion["M"]) | |
else: | |
updated_damages.append(float(damage[:-1])*conversion["B"]) | |
return updated_damages | |
# test function by updating damages | |
new_damages = update_damages(damages) | |
print(new_damages) | |
print("") | |
# 2 | |
# Create a Table | |
def create_dict(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": new_damages[i], "Deaths": deaths[i]} | |
return hurricanes | |
# Create and view the hurricanes dictionary | |
hurricanes = create_dict(names, months, years, max_sustained_winds, areas_affected, new_damages, deaths) | |
print(hurricanes) | |
print("") | |
# 3 | |
# Organizing by Year | |
def dict_by_year(dictionary): | |
hurricanes_by_year = {} | |
for hurricane in dictionary: | |
current_year = dictionary[hurricane]["Year"] | |
current_hurricane = dictionary[hurricane] | |
if current_year not in hurricanes_by_year: | |
hurricanes_by_year[current_year] = [current_hurricane] | |
else: | |
hurricanes_by_year[current_year].append(current_hurricane) | |
return hurricanes_by_year | |
# create a new dictionary of hurricanes with year and key | |
hurricanes_by_year = dict_by_year(hurricanes) | |
print(hurricanes_by_year) | |
print("") | |
# 4 | |
# Counting Damaged Areas | |
def affected_areas_count(dictionary): | |
affected_areas_count = {} | |
for hurricane in dictionary: | |
for area in dictionary[hurricane]["Areas Affected"]: | |
if area not in affected_areas_count: | |
affected_areas_count[area] = 1 | |
else: | |
affected_areas_count[area] += 1 | |
return affected_areas_count | |
# create dictionary of areas to store the number of hurricanes involved in | |
affected_areas_count_dict = affected_areas_count(hurricanes) | |
print(affected_areas_count_dict) | |
print("") | |
# 5 | |
# Calculating Maximum Hurricane Count | |
def ident_max(dictionary): | |
max_area = "Mexico" | |
max_area_count = 0 | |
for area in dictionary: | |
if dictionary[area] < max_area_count: | |
max_area = max_area | |
max_area_count = max_area_count | |
else: | |
max_area = area | |
max_area_count = dictionary[area] | |
return print("The most affected area is " + max_area + ", affected by " + str(max_area_count) + " hurricanes in total.") | |
# find most frequently affected area and the number of hurricanes involved in | |
ident_max(affected_areas_count_dict) | |
print("") | |
# 6 | |
# Calculating the Deadliest Hurricane | |
def deadliest(dictionary): | |
max_mortality_cane = 'Cuba I' | |
max_mortality = 0 | |
for hurricane in dictionary: | |
if dictionary[hurricane]["Deaths"] < max_mortality: | |
max_mortality_cane = max_mortality_cane | |
max_mortality = max_mortality | |
else: | |
max_mortality_cane = hurricane | |
max_mortality = dictionary[hurricane]["Deaths"] | |
return print("The deadliest hurricane is " + max_mortality_cane + ", with " + str(max_mortality) + " deaths in total.") | |
# find highest mortality hurricane and the number of deaths | |
deadliest(hurricanes) | |
print("") | |
# 7 | |
# Rating Hurricanes by Mortality | |
mortality_scale = {0: 0, | |
1: 100, | |
2: 500, | |
3: 1000, | |
4: 10000} | |
def create_mort_dict(dictionary): | |
hurricanes_by_mortality = {0:[],1:[],2:[],3:[],4:[],5:[]} | |
for hurricane in dictionary: | |
if dictionary[hurricane]["Deaths"] == mortality_scale[0]: | |
hurricanes_by_mortality[0].append(dictionary[hurricane]) | |
elif dictionary[hurricane]["Deaths"] > mortality_scale[0] and dictionary[hurricane]["Deaths"] <= mortality_scale[1]: | |
hurricanes_by_mortality[1].append(dictionary[hurricane]) | |
elif dictionary[hurricane]["Deaths"] > mortality_scale[1] and dictionary[hurricane]["Deaths"] <= mortality_scale[2]: | |
hurricanes_by_mortality[2].append(dictionary[hurricane]) | |
elif dictionary[hurricane]["Deaths"] > mortality_scale[2] and dictionary[hurricane]["Deaths"] <= mortality_scale[3]: | |
hurricanes_by_mortality[3].append(dictionary[hurricane]) | |
elif dictionary[hurricane]["Deaths"] > mortality_scale[3] and dictionary[hurricane]["Deaths"] <= mortality_scale[4]: | |
hurricanes_by_mortality[4].append(dictionary[hurricane]) | |
elif dictionary[hurricane]["Deaths"] > mortality_scale[4]: | |
hurricanes_by_mortality[5].append(dictionary[hurricane]) | |
return hurricanes_by_mortality | |
# categorize hurricanes in new dictionary with mortality severity as key | |
mortality_rank_dict = create_mort_dict(hurricanes) | |
print(mortality_rank_dict) | |
print("") | |
# 8 Calculating Hurricane Maximum Damage | |
def find_biggest_damage(dictionary): | |
max_damage_cane = 'Cuba I' | |
max_damage = 0 | |
for hurricane in dictionary: | |
if dictionary[hurricane]["Damage"] == "Damages not recorded": | |
pass | |
elif dictionary[hurricane]["Damage"] <= max_damage: | |
max_damage_cane = max_damage_cane | |
max_damage = max_damage | |
else: | |
max_damage_cane = hurricane | |
max_damage = dictionary[hurricane]["Damage"] | |
return print("The hurricane that caused the biggest damages is " + max_damage_cane + ", with " + str(max_damage) + " dollars in damages in total.") | |
# find highest damage inducing hurricane and its total cost | |
find_biggest_damage(hurricanes) | |
print("") | |
# 9 | |
# Rating Hurricanes by Damage | |
damage_scale = {0: 0, | |
1: 100000000, | |
2: 1000000000, | |
3: 10000000000, | |
4: 50000000000} | |
def create_damages_dict(dictionary): | |
hurricanes_by_damage = {0:[],1:[],2:[],3:[],4:[],5:[]} | |
for hurricane in dictionary: | |
if dictionary[hurricane]["Damage"] == "Damages not recorded": | |
hurricanes_by_damage[0].append(dictionary[hurricane]) | |
elif dictionary[hurricane]["Damage"] == damage_scale[0]: | |
hurricanes_by_damage[0].append(dictionary[hurricane]) | |
elif dictionary[hurricane]["Damage"] == damage_scale[0] and dictionary[hurricane]["Damage"] <= damage_scale[1]: | |
hurricanes_by_damage[1].append(dictionary[hurricane]) | |
elif dictionary[hurricane]["Damage"] > damage_scale[1] and dictionary[hurricane]["Damage"] <= damage_scale[2]: | |
hurricanes_by_damage[2].append(dictionary[hurricane]) | |
elif dictionary[hurricane]["Damage"] > damage_scale[2] and dictionary[hurricane]["Damage"] <= damage_scale[3]: | |
hurricanes_by_damage[3].append(dictionary[hurricane]) | |
elif dictionary[hurricane]["Damage"] > damage_scale[3] and dictionary[hurricane]["Damage"] <= damage_scale[4]: | |
hurricanes_by_damage[4].append(dictionary[hurricane]) | |
elif dictionary[hurricane]["Damage"] > damage_scale[4]: | |
hurricanes_by_damage[5].append(dictionary[hurricane]) | |
return hurricanes_by_damage | |
# categorize hurricanes in new dictionary with damage severity as key | |
damages_rank_dict = create_damages_dict(hurricanes) | |
print(damages_rank_dict) | |
print("") |
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