Find latitude and longitude of utmost 20 countries, ordered by population, with a population greater or equal to the population limit given below and have atleast one currency exclusively for themselves. (countries like Madagascar, Sri Lanka but not India, USA). Use the country details from this dataset.
Your task is to find the sum of the length of all lines (in kms) that can be drawn between co-ordinates of these countries.
Population limit: 65110000
Note: Population limit will change at random intervals. So please make sure answer is computed for the correct population limit before submitting.
import json
from math import pi, sin, cos, sqrt, asin
def distance(latlng_1, latlng_2):
lat1, lon1 = latlng_1[0]*pi/180, latlng_1[1]*pi/180
lat2, lon2 = latlng_2[0]*pi/180, latlng_2[1]*pi/180
d = 2*6371*asin(sqrt(sin((lat2-lat1)/2)**2 + cos(lat1)*cos(lat2)*sin((lon2-lon1)/2)**2))
return round(d,2)
file = "path1.json"
pop_limit = 65110000
with open(file, 'r') as f:
countries = json.load(f)
first = {}
for country in countries:
if country['population'] >= pop_limit:
first[country['alpha3Code']] = country['latlng']
if len(first) == 20:
break
total_distance = 0
keys = list(first.keys())
for i in range(len(keys)-1):
for j in range(len(keys[i+1:])):
total_distance += distance(first[keys[i]], first[keys[j]])
total_distance = round(total_distance, 2)
print(total_distance)
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