Python RapidAPI
APIs can be found all over the internet. A great consolidator of many APIs is RapidAPI. In this blog we will use a site to consolidates API stats. Learning a few lines of code and you can start extracting lots of data from the internet via APIs.
• 52 min read
Covid19 RapidAPI Example
To begin the API journey. You need to find an API provider.
- RapidAPI is a great option. You must setup and account, but there are many free options.
- Goto this page for starters, the Corona virus World and India data- Under Code Snippets pick Python - Requests
RapidAPI, you will select Python Requests type of code to work with you Notebook.
- The url is the endpoint to which the API is directed
- The headers is a dictionary data structure to send special messaging to the endpoint
- The requests.request() python function is used to send a request and retrieve their responses
- The response variable receives result of of the request in JSON text
Next step, is to format the response according to your data science needs
"""
Requests is a HTTP library for the Python programming language.
The goal of the project is to make HTTP requests simpler and more human-friendly.
"""
import requests
"""
RapidAPI is the world's largest API Marketplace.
Developers use Rapid API to discover and connect to thousands of APIs.
"""
url = "https://corona-virus-world-and-india-data.p.rapidapi.com/api"
headers = {
'x-rapidapi-key': "d52614d761mshb67fc7102590b16p1838c8jsne4eb059fe469",
'x-rapidapi-host': "corona-virus-world-and-india-data.p.rapidapi.com"
}
# Request Covid Data
response = requests.request("GET", url, headers=headers)
print(response.json())
# This code looks for "world data"
print("World Totals")
world = response.json().get('world_total') # turn response to json() so we can extract "world_total"
for key, value in world.items(): # this finds key, value pairs in country
print(key, value)
print()
# This code looks for USA in "countries_stats"
print("Country Totals")
countries = response.json().get('countries_stat')
for country in countries: # countries is a list
if country["country_name"] == "USA": # this filters for USA
for key, value in country.items(): # this finds key, value pairs in country
print(key, value)
{'countries_stat': [{'country_name': 'USA', 'cases': '82,649,779', 'deaths': '1,018,316', 'region': '', 'total_recovered': '80,434,925', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '1,465', 'active_cases': '1,196,538', 'total_cases_per_1m_population': '247,080', 'deaths_per_1m_population': '3,044', 'total_tests': '1,000,275,726', 'tests_per_1m_population': '2,990,303'}, {'country_name': 'India', 'cases': '43,057,545', 'deaths': '522,193', 'region': '', 'total_recovered': '42,519,479', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '698', 'active_cases': '15,873', 'total_cases_per_1m_population': '30,657', 'deaths_per_1m_population': '372', 'total_tests': '834,717,702', 'tests_per_1m_population': '594,319'}, {'country_name': 'Brazil', 'cases': '30,345,654', 'deaths': '662,663', 'region': '', 'total_recovered': '29,364,400', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '8,318', 'active_cases': '318,591', 'total_cases_per_1m_population': '140,954', 'deaths_per_1m_population': '3,078', 'total_tests': '63,776,166', 'tests_per_1m_population': '296,238'}, {'country_name': 'France', 'cases': '28,244,977', 'deaths': '145,020', 'region': '', 'total_recovered': '25,852,832', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '1,677', 'active_cases': '2,247,125', 'total_cases_per_1m_population': '430,996', 'deaths_per_1m_population': '2,213', 'total_tests': '266,484,045', 'tests_per_1m_population': '4,066,333'}, {'country_name': 'Germany', 'cases': '24,109,433', 'deaths': '134,624', 'region': '', 'total_recovered': '21,243,000', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '1,980', 'active_cases': '2,731,809', 'total_cases_per_1m_population': '286,106', 'deaths_per_1m_population': '1,598', 'total_tests': '122,332,384', 'tests_per_1m_population': '1,451,714'}, {'country_name': 'UK', 'cases': '21,933,206', 'deaths': '173,352', 'region': '', 'total_recovered': '20,782,350', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '339', 'active_cases': '977,504', 'total_cases_per_1m_population': '320,054', 'deaths_per_1m_population': '2,530', 'total_tests': '514,985,782', 'tests_per_1m_population': '7,514,777'}, {'country_name': 'Russia', 'cases': '18,137,137', 'deaths': '374,902', 'region': '', 'total_recovered': '17,474,628', 'new_deaths': '168', 'new_cases': '8,446', 'serious_critical': '2,300', 'active_cases': '287,607', 'total_cases_per_1m_population': '124,187', 'deaths_per_1m_population': '2,567', 'total_tests': '273,400,000', 'tests_per_1m_population': '1,871,995'}, {'country_name': 'S. Korea', 'cases': '16,895,194', 'deaths': '22,133', 'region': '', 'total_recovered': 'N/A', 'new_deaths': '109', 'new_cases': '64,725', 'serious_critical': '726', 'active_cases': 'N/A', 'total_cases_per_1m_population': '329,028', 'deaths_per_1m_population': '431', 'total_tests': '15,804,065', 'tests_per_1m_population': '307,778'}, {'country_name': 'Italy', 'cases': '16,079,209', 'deaths': '162,609', 'region': '', 'total_recovered': '14,684,371', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '409', 'active_cases': '1,232,229', 'total_cases_per_1m_population': '266,648', 'deaths_per_1m_population': '2,697', 'total_tests': '211,365,630', 'tests_per_1m_population': '3,505,156'}, {'country_name': 'Turkey', 'cases': '15,016,270', 'deaths': '98,676', 'region': '', 'total_recovered': '14,854,475', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '975', 'active_cases': '63,119', 'total_cases_per_1m_population': '174,654', 'deaths_per_1m_population': '1,148', 'total_tests': '158,110,923', 'tests_per_1m_population': '1,838,986'}, {'country_name': 'Spain', 'cases': '11,786,036', 'deaths': '103,908', 'region': '', 'total_recovered': '11,261,340', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '339', 'active_cases': '420,788', 'total_cases_per_1m_population': '251,906', 'deaths_per_1m_population': '2,221', 'total_tests': '471,036,328', 'tests_per_1m_population': '10,067,575'}, {'country_name': 'Vietnam', 'cases': '10,563,502', 'deaths': '43,013', 'region': '', 'total_recovered': '9,086,075', 'new_deaths': '9', 'new_cases': '8,813', 'serious_critical': '612', 'active_cases': '1,434,414', 'total_cases_per_1m_population': '106,789', 'deaths_per_1m_population': '435', 'total_tests': '85,789,114', 'tests_per_1m_population': '867,262'}, {'country_name': 'Argentina', 'cases': '9,060,923', 'deaths': '128,344', 'region': '', 'total_recovered': '8,895,999', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '412', 'active_cases': '36,580', 'total_cases_per_1m_population': '197,215', 'deaths_per_1m_population': '2,793', 'total_tests': '35,716,069', 'tests_per_1m_population': '777,376'}, {'country_name': 'Netherlands', 'cases': '8,035,603', 'deaths': '22,206', 'region': '', 'total_recovered': '7,643,520', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '94', 'active_cases': '369,877', 'total_cases_per_1m_population': '467,096', 'deaths_per_1m_population': '1,291', 'total_tests': '21,107,399', 'tests_per_1m_population': '1,226,938'}, {'country_name': 'Japan', 'cases': '7,621,562', 'deaths': '29,284', 'region': '', 'total_recovered': '7,135,403', 'new_deaths': '27', 'new_cases': '43,721', 'serious_critical': '195', 'active_cases': '456,875', 'total_cases_per_1m_population': '60,596', 'deaths_per_1m_population': '233', 'total_tests': '46,690,473', 'tests_per_1m_population': '371,215'}, {'country_name': 'Iran', 'cases': '7,216,040', 'deaths': '140,975', 'region': '', 'total_recovered': '6,966,954', 'new_deaths': '13', 'new_cases': '528', 'serious_critical': '1,046', 'active_cases': '108,111', 'total_cases_per_1m_population': '83,972', 'deaths_per_1m_population': '1,641', 'total_tests': '50,811,054', 'tests_per_1m_population': '591,284'}, {'country_name': 'Colombia', 'cases': '6,091,094', 'deaths': '139,771', 'region': '', 'total_recovered': '5,924,433', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '342', 'active_cases': '26,890', 'total_cases_per_1m_population': '117,448', 'deaths_per_1m_population': '2,695', 'total_tests': '34,355,022', 'tests_per_1m_population': '662,433'}, {'country_name': 'Indonesia', 'cases': '6,043,768', 'deaths': '156,067', 'region': '', 'total_recovered': '5,868,251', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '2,771', 'active_cases': '19,450', 'total_cases_per_1m_population': '21,682', 'deaths_per_1m_population': '560', 'total_tests': '94,877,499', 'tests_per_1m_population': '340,374'}, {'country_name': 'Poland', 'cases': '5,991,197', 'deaths': '115,948', 'region': '', 'total_recovered': '5,334,375', 'new_deaths': '0', 'new_cases': '344', 'serious_critical': '1,588', 'active_cases': '540,874', 'total_cases_per_1m_population': '158,616', 'deaths_per_1m_population': '3,070', 'total_tests': '36,027,053', 'tests_per_1m_population': '953,808'}, {'country_name': 'Mexico', 'cases': '5,733,514', 'deaths': '324,117', 'region': '', 'total_recovered': '5,033,892', 'new_deaths': '57', 'new_cases': '802', 'serious_critical': '4,798', 'active_cases': '375,505', 'total_cases_per_1m_population': '43,641', 'deaths_per_1m_population': '2,467', 'total_tests': '15,762,889', 'tests_per_1m_population': '119,981'}, {'country_name': 'Australia', 'cases': '5,689,377', 'deaths': '6,991', 'region': '', 'total_recovered': '5,274,197', 'new_deaths': '21', 'new_cases': '34,769', 'serious_critical': '135', 'active_cases': '408,189', 'total_cases_per_1m_population': '218,537', 'deaths_per_1m_population': '269', 'total_tests': '68,845,476', 'tests_per_1m_population': '2,644,452'}, {'country_name': 'Ukraine', 'cases': '4,997,224', 'deaths': '108,306', 'region': '', 'total_recovered': 'N/A', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '177', 'active_cases': 'N/A', 'total_cases_per_1m_population': '115,517', 'deaths_per_1m_population': '2,504', 'total_tests': '19,521,252', 'tests_per_1m_population': '451,259'}, {'country_name': 'Malaysia', 'cases': '4,427,067', 'deaths': '35,491', 'region': '', 'total_recovered': '4,310,599', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '89', 'active_cases': '80,977', 'total_cases_per_1m_population': '133,690', 'deaths_per_1m_population': '1,072', 'total_tests': '58,332,799', 'tests_per_1m_population': '1,761,549'}, {'country_name': 'Thailand', 'cases': '4,165,874', 'deaths': '27,778', 'region': '', 'total_recovered': '3,954,945', 'new_deaths': '126', 'new_cases': '17,784', 'serious_critical': '1,496', 'active_cases': '183,151', 'total_cases_per_1m_population': '59,414', 'deaths_per_1m_population': '396', 'total_tests': '17,270,775', 'tests_per_1m_population': '246,317'}, {'country_name': 'Austria', 'cases': '4,104,859', 'deaths': '18,047', 'region': '', 'total_recovered': '3,989,860', 'new_deaths': '12', 'new_cases': '5,810', 'serious_critical': '121', 'active_cases': '96,952', 'total_cases_per_1m_population': '451,125', 'deaths_per_1m_population': '1,983', 'total_tests': '181,825,734', 'tests_per_1m_population': '19,982,688'}, {'country_name': 'Israel', 'cases': '4,054,342', 'deaths': '10,658', 'region': '', 'total_recovered': '4,009,152', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '220', 'active_cases': '34,532', 'total_cases_per_1m_population': '434,735', 'deaths_per_1m_population': '1,143', 'total_tests': '41,373,364', 'tests_per_1m_population': '4,436,346'}, {'country_name': 'Belgium', 'cases': '4,015,791', 'deaths': '31,319', 'region': '', 'total_recovered': '3,726,457', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '169', 'active_cases': '258,015', 'total_cases_per_1m_population': '343,798', 'deaths_per_1m_population': '2,681', 'total_tests': '33,456,470', 'tests_per_1m_population': '2,864,259'}, {'country_name': 'Czechia', 'cases': '3,895,544', 'deaths': '40,081', 'region': '', 'total_recovered': '3,838,099', 'new_deaths': '5', 'new_cases': '911', 'serious_critical': '43', 'active_cases': '17,364', 'total_cases_per_1m_population': '362,550', 'deaths_per_1m_population': '3,730', 'total_tests': '55,117,064', 'tests_per_1m_population': '5,129,629'}, {'country_name': 'Portugal', 'cases': '3,791,744', 'deaths': '22,162', 'region': '', 'total_recovered': 'N/A', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '61', 'active_cases': 'N/A', 'total_cases_per_1m_population': '373,827', 'deaths_per_1m_population': '2,185', 'total_tests': '40,748,372', 'tests_per_1m_population': '4,017,371'}, {'country_name': 'South Africa', 'cases': '3,759,689', 'deaths': '100,298', 'region': '', 'total_recovered': '3,632,572', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '175', 'active_cases': '26,819', 'total_cases_per_1m_population': '61,981', 'deaths_per_1m_population': '1,653', 'total_tests': '24,313,334', 'tests_per_1m_population': '400,824'}, {'country_name': 'Canada', 'cases': '3,695,585', 'deaths': '38,777', 'region': '', 'total_recovered': '3,426,082', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '426', 'active_cases': '230,726', 'total_cases_per_1m_population': '96,391', 'deaths_per_1m_population': '1,011', 'total_tests': '60,536,359', 'tests_per_1m_population': '1,578,955'}, {'country_name': 'Philippines', 'cases': '3,684,500', 'deaths': '60,182', 'region': '', 'total_recovered': '3,610,658', 'new_deaths': '3', 'new_cases': '205', 'serious_critical': '289', 'active_cases': '13,660', 'total_cases_per_1m_population': '32,835', 'deaths_per_1m_population': '536', 'total_tests': '29,427,586', 'tests_per_1m_population': '262,246'}, {'country_name': 'Switzerland', 'cases': '3,579,867', 'deaths': '13,816', 'region': '', 'total_recovered': '3,378,507', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '90', 'active_cases': '187,544', 'total_cases_per_1m_population': '408,247', 'deaths_per_1m_population': '1,576', 'total_tests': '20,666,182', 'tests_per_1m_population': '2,356,766'}, {'country_name': 'Peru', 'cases': '3,559,343', 'deaths': '212,724', 'region': '', 'total_recovered': 'N/A', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '356', 'active_cases': 'N/A', 'total_cases_per_1m_population': '105,303', 'deaths_per_1m_population': '6,293', 'total_tests': '29,592,270', 'tests_per_1m_population': '875,489'}, {'country_name': 'Chile', 'cases': '3,544,463', 'deaths': '57,375', 'region': '', 'total_recovered': '3,368,772', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '286', 'active_cases': '118,316', 'total_cases_per_1m_population': '182,588', 'deaths_per_1m_population': '2,956', 'total_tests': '36,711,724', 'tests_per_1m_population': '1,891,147'}, {'country_name': 'Greece', 'cases': '3,277,557', 'deaths': '28,867', 'region': '', 'total_recovered': '3,151,717', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '277', 'active_cases': '96,973', 'total_cases_per_1m_population': '317,250', 'deaths_per_1m_population': '2,794', 'total_tests': '78,872,546', 'tests_per_1m_population': '7,634,431'}, {'country_name': 'Denmark', 'cases': '2,959,040', 'deaths': '6,072', 'region': '', 'total_recovered': '2,929,091', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '15', 'active_cases': '23,877', 'total_cases_per_1m_population': '507,639', 'deaths_per_1m_population': '1,042', 'total_tests': '127,141,200', 'tests_per_1m_population': '21,811,751'}, {'country_name': 'Romania', 'cases': '2,888,318', 'deaths': '65,427', 'region': '', 'total_recovered': '2,606,660', 'new_deaths': '6', 'new_cases': '494', 'serious_critical': '216', 'active_cases': '216,231', 'total_cases_per_1m_population': '151,968', 'deaths_per_1m_population': '3,442', 'total_tests': '22,594,702', 'tests_per_1m_population': '1,188,815'}, {'country_name': 'Sweden', 'cases': '2,498,388', 'deaths': '18,656', 'region': '', 'total_recovered': '2,464,421', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '19', 'active_cases': '15,311', 'total_cases_per_1m_population': '244,630', 'deaths_per_1m_population': '1,827', 'total_tests': '18,493,218', 'tests_per_1m_population': '1,810,763'}, {'country_name': 'Iraq', 'cases': '2,324,141', 'deaths': '25,204', 'region': '', 'total_recovered': '2,295,947', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '20', 'active_cases': '2,990', 'total_cases_per_1m_population': '55,534', 'deaths_per_1m_population': '602', 'total_tests': '18,450,939', 'tests_per_1m_population': '440,871'}, {'country_name': 'Serbia', 'cases': '2,001,144', 'deaths': '15,953', 'region': '', 'total_recovered': '1,967,786', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '25', 'active_cases': '17,405', 'total_cases_per_1m_population': '230,710', 'deaths_per_1m_population': '1,839', 'total_tests': '9,427,662', 'tests_per_1m_population': '1,086,907'}, {'country_name': 'Bangladesh', 'cases': '1,952,532', 'deaths': '29,127', 'region': '', 'total_recovered': '1,893,131', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '1,297', 'active_cases': '30,274', 'total_cases_per_1m_population': '11,646', 'deaths_per_1m_population': '174', 'total_tests': '13,956,056', 'tests_per_1m_population': '83,245'}, {'country_name': 'Hungary', 'cases': '1,890,953', 'deaths': '46,048', 'region': '', 'total_recovered': '1,776,617', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '45', 'active_cases': '68,288', 'total_cases_per_1m_population': '196,645', 'deaths_per_1m_population': '4,789', 'total_tests': '11,295,119', 'tests_per_1m_population': '1,174,608'}, {'country_name': 'Slovakia', 'cases': '1,774,808', 'deaths': '19,839', 'region': '', 'total_recovered': '1,730,712', 'new_deaths': '10', 'new_cases': '1,155', 'serious_critical': '88', 'active_cases': '24,257', 'total_cases_per_1m_population': '324,794', 'deaths_per_1m_population': '3,631', 'total_tests': '7,057,901', 'tests_per_1m_population': '1,291,611'}, {'country_name': 'Jordan', 'cases': '1,694,216', 'deaths': '14,048', 'region': '', 'total_recovered': '1,678,941', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '124', 'active_cases': '1,227', 'total_cases_per_1m_population': '163,125', 'deaths_per_1m_population': '1,353', 'total_tests': '16,670,254', 'tests_per_1m_population': '1,605,074'}, {'country_name': 'Georgia', 'cases': '1,654,255', 'deaths': '16,800', 'region': '', 'total_recovered': '1,635,791', 'new_deaths': '3', 'new_cases': '92', 'serious_critical': '0', 'active_cases': '1,664', 'total_cases_per_1m_population': '416,129', 'deaths_per_1m_population': '4,226', 'total_tests': '16,807,205', 'tests_per_1m_population': '4,227,861'}, {'country_name': 'Pakistan', 'cases': '1,527,856', 'deaths': '30,369', 'region': '', 'total_recovered': '1,493,998', 'new_deaths': '0', 'new_cases': '105', 'serious_critical': '186', 'active_cases': '3,489', 'total_cases_per_1m_population': '6,683', 'deaths_per_1m_population': '133', 'total_tests': '28,048,307', 'tests_per_1m_population': '122,679'}, {'country_name': 'Ireland', 'cases': '1,509,536', 'deaths': '6,996', 'region': '', 'total_recovered': '1,415,949', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '41', 'active_cases': '86,591', 'total_cases_per_1m_population': '299,669', 'deaths_per_1m_population': '1,389', 'total_tests': '12,016,948', 'tests_per_1m_population': '2,385,571'}, {'country_name': 'Norway', 'cases': '1,423,509', 'deaths': '2,871', 'region': '', 'total_recovered': 'N/A', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '20', 'active_cases': 'N/A', 'total_cases_per_1m_population': '258,925', 'deaths_per_1m_population': '522', 'total_tests': '11,002,430', 'tests_per_1m_population': '2,001,256'}, {'country_name': 'Kazakhstan', 'cases': '1,305,457', 'deaths': '13,660', 'region': '', 'total_recovered': '1,290,988', 'new_deaths': '0', 'new_cases': '10', 'serious_critical': '24', 'active_cases': '809', 'total_cases_per_1m_population': '68,056', 'deaths_per_1m_population': '712', 'total_tests': '11,575,012', 'tests_per_1m_population': '603,428'}, {'country_name': 'Hong Kong', 'cases': '1,201,431', 'deaths': '9,236', 'region': '', 'total_recovered': 'N/A', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '115', 'active_cases': 'N/A', 'total_cases_per_1m_population': '157,942', 'deaths_per_1m_population': '1,214', 'total_tests': '44,972,952', 'tests_per_1m_population': '5,912,223'}, {'country_name': 'Singapore', 'cases': '1,180,124', 'deaths': '1,325', 'region': '', 'total_recovered': '1,109,387', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '9', 'active_cases': '69,412', 'total_cases_per_1m_population': 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{'country_name': 'Vanuatu', 'cases': '6,793', 'deaths': '12', 'region': '', 'total_recovered': '5,991', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '5', 'active_cases': '790', 'total_cases_per_1m_population': '21,222', 'deaths_per_1m_population': '37', 'total_tests': '24,976', 'tests_per_1m_population': '78,027'}, {'country_name': 'St. Vincent Grenadines', 'cases': '6,779', 'deaths': '106', 'region': '', 'total_recovered': '6,641', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '0', 'active_cases': '32', 'total_cases_per_1m_population': '60,757', 'deaths_per_1m_population': '950', 'total_tests': '98,860', 'tests_per_1m_population': '886,033'}, {'country_name': 'British Virgin Islands', 'cases': '6,296', 'deaths': '62', 'region': '', 'total_recovered': 'N/A', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '1', 'active_cases': 'N/A', 'total_cases_per_1m_population': '205,792', 'deaths_per_1m_population': '2,027', 'total_tests': '102,862', 'tests_per_1m_population': '3,362,163'}, {'country_name': 'Sao Tome and Principe', 'cases': '5,953', 'deaths': '73', 'region': '', 'total_recovered': '5,875', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '0', 'active_cases': '5', 'total_cases_per_1m_population': '26,282', 'deaths_per_1m_population': '322', 'total_tests': '29,036', 'tests_per_1m_population': '128,193'}, {'country_name': 'Turks and Caicos', 'cases': '5,941', 'deaths': '36', 'region': '', 'total_recovered': '5,862', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '4', 'active_cases': '43', 'total_cases_per_1m_population': '149,791', 'deaths_per_1m_population': '908', 'total_tests': '478,593', 'tests_per_1m_population': '12,066,789'}, {'country_name': 'Saint Kitts and Nevis', 'cases': '5,561', 'deaths': '43', 'region': '', 'total_recovered': '5,517', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '0', 'active_cases': '1', 'total_cases_per_1m_population': '103,215', 'deaths_per_1m_population': '798', 'total_tests': '65,141', 'tests_per_1m_population': '1,209,046'}, {'country_name': 'Cook Islands', 'cases': '4,727', 'deaths': '0', 'region': '', 'total_recovered': '3,990', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '0', 'active_cases': '737', 'total_cases_per_1m_population': '268,686', 'deaths_per_1m_population': '0', 'total_tests': '15,740', 'tests_per_1m_population': '894,674'}, {'country_name': 'St. Barth', 'cases': '4,432', 'deaths': '6', 'region': '', 'total_recovered': 'N/A', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '0', 'active_cases': 'N/A', 'total_cases_per_1m_population': '446,279', 'deaths_per_1m_population': '604', 'total_tests': '78,646', 'tests_per_1m_population': '7,919,243'}, {'country_name': 'Palau', 'cases': '4,396', 'deaths': '6', 'region': '', 'total_recovered': '3,879', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '1', 'active_cases': '511', 'total_cases_per_1m_population': '240,877', 'deaths_per_1m_population': '329', 'total_tests': '45,500', 'tests_per_1m_population': '2,493,151'}, {'country_name': 'Kiribati', 'cases': '3,076', 'deaths': '13', 'region': '', 'total_recovered': '2,597', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '3', 'active_cases': '466', 'total_cases_per_1m_population': '25,058', 'deaths_per_1m_population': '106', 'total_tests': '0', 'tests_per_1m_population': '0'}, {'country_name': 'Anguilla', 'cases': '2,731', 'deaths': '9', 'region': '', 'total_recovered': '2,716', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '4', 'active_cases': '6', 'total_cases_per_1m_population': '179,141', 'deaths_per_1m_population': '590', 'total_tests': '51,382', 'tests_per_1m_population': '3,370,417'}, {'country_name': 'Saint Pierre Miquelon', 'cases': '2,641', 'deaths': '1', 'region': '', 'total_recovered': '2,449', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '1', 'active_cases': '191', 'total_cases_per_1m_population': '459,864', 'deaths_per_1m_population': '174', 'total_tests': '22,941', 'tests_per_1m_population': '3,994,602'}, {'country_name': 'Diamond Princess', 'cases': '712', 'deaths': '13', 'region': '', 'total_recovered': '699', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '0', 'active_cases': '0', 'total_cases_per_1m_population': '0', 'deaths_per_1m_population': '0', 'total_tests': '0', 'tests_per_1m_population': '0'}, {'country_name': 'Wallis and Futuna', 'cases': '454', 'deaths': '7', 'region': '', 'total_recovered': '438', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '0', 'active_cases': '9', 'total_cases_per_1m_population': '41,713', 'deaths_per_1m_population': '643', 'total_tests': '20,508', 'tests_per_1m_population': '1,884,234'}, {'country_name': 'Montserrat', 'cases': '183', 'deaths': '2', 'region': '', 'total_recovered': '174', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '0', 'active_cases': '7', 'total_cases_per_1m_population': '36,622', 'deaths_per_1m_population': '400', 'total_tests': '9,700', 'tests_per_1m_population': '1,941,165'}, {'country_name': 'Falkland Islands', 'cases': '128', 'deaths': '0', 'region': '', 'total_recovered': 'N/A', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '0', 'active_cases': 'N/A', 'total_cases_per_1m_population': '34,944', 'deaths_per_1m_population': '0', 'total_tests': '8,632', 'tests_per_1m_population': '2,356,538'}, {'country_name': 'Macao', 'cases': '82', 'deaths': '0', 'region': '', 'total_recovered': '82', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '0', 'active_cases': '0', 'total_cases_per_1m_population': '123', 'deaths_per_1m_population': '0', 'total_tests': '5,375', 'tests_per_1m_population': '8,079'}, {'country_name': 'Vatican City', 'cases': '29', 'deaths': '0', 'region': '', 'total_recovered': '29', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '0', 'active_cases': '0', 'total_cases_per_1m_population': '36,025', 'deaths_per_1m_population': '0', 'total_tests': '0', 'tests_per_1m_population': '0'}, {'country_name': 'Marshall Islands', 'cases': '15', 'deaths': '0', 'region': '', 'total_recovered': '7', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '0', 'active_cases': '8', 'total_cases_per_1m_population': '250', 'deaths_per_1m_population': '0', 'total_tests': '0', 'tests_per_1m_population': '0'}, {'country_name': 'Western Sahara', 'cases': '10', 'deaths': '1', 'region': '', 'total_recovered': '9', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '0', 'active_cases': '0', 'total_cases_per_1m_population': '16', 'deaths_per_1m_population': '2', 'total_tests': '0', 'tests_per_1m_population': '0'}, {'country_name': 'MS Zaandam', 'cases': '9', 'deaths': '2', 'region': '', 'total_recovered': '7', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '0', 'active_cases': '0', 'total_cases_per_1m_population': '0', 'deaths_per_1m_population': '0', 'total_tests': '0', 'tests_per_1m_population': '0'}, {'country_name': 'Niue', 'cases': '8', 'deaths': '0', 'region': '', 'total_recovered': '7', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '0', 'active_cases': '1', 'total_cases_per_1m_population': '4,860', 'deaths_per_1m_population': '0', 'total_tests': '0', 'tests_per_1m_population': '0'}, {'country_name': 'Nauru', 'cases': '3', 'deaths': '0', 'region': '', 'total_recovered': '3', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '0', 'active_cases': '0', 'total_cases_per_1m_population': '274', 'deaths_per_1m_population': '0', 'total_tests': '0', 'tests_per_1m_population': '0'}, {'country_name': 'Saint Helena', 'cases': '2', 'deaths': '0', 'region': '', 'total_recovered': '2', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '0', 'active_cases': '0', 'total_cases_per_1m_population': '327', 'deaths_per_1m_population': '0', 'total_tests': '0', 'tests_per_1m_population': '0'}, {'country_name': 'Micronesia', 'cases': '1', 'deaths': '0', 'region': '', 'total_recovered': '1', 'new_deaths': '0', 'new_cases': '0', 'serious_critical': '0', 'active_cases': '0', 'total_cases_per_1m_population': '9', 'deaths_per_1m_population': '0', 'total_tests': '0', 'tests_per_1m_population': '0'}], 'statistic_taken_at': '2022-04-24 11:18:01', 'world_total': {'total_cases': '509,268,964', 'new_cases': '204,268', 'total_deaths': '6,242,509', 'new_deaths': '630', 'total_recovered': '461,827,849', 'active_cases': '41,198,606', 'serious_critical': '42,510', 'total_cases_per_1m_population': '65,334', 'deaths_per_1m_population': '800.9', 'statistic_taken_at': '2022-04-24 11:18:01'}}
World Totals
total_cases 509,268,964
new_cases 204,268
total_deaths 6,242,509
new_deaths 630
total_recovered 461,827,849
active_cases 41,198,606
serious_critical 42,510
total_cases_per_1m_population 65,334
deaths_per_1m_population 800.9
statistic_taken_at 2022-04-24 11:18:01
Country Totals
country_name USA
cases 82,649,779
deaths 1,018,316
region
total_recovered 80,434,925
new_deaths 0
new_cases 0
serious_critical 1,465
active_cases 1,196,538
total_cases_per_1m_population 247,080
deaths_per_1m_population 3,044
total_tests 1,000,275,726
tests_per_1m_population 2,990,303
# RapidAPI page https://rapidapi.com/Coinranking/api/coinranking1/
# Begin Rapid API Code
import requests
url = "https://coinranking1.p.rapidapi.com/coins"
querystring = {"referenceCurrencyUuid":"yhjMzLPhuIDl","timePeriod":"24h","tiers[0]":"1","orderBy":"marketCap","orderDirection":"desc","limit":"50","offset":"0"}
headers = {
"X-RapidAPI-Key": "d52614d761mshb67fc7102590b16p1838c8jsne4eb059fe469", # place your key here
"X-RapidAPI-Host": "coinranking1.p.rapidapi.com"
}
response = requests.request("GET", url, headers=headers, params=querystring)
print(response.json())
# End Rapid API Code
json = response.json() # convert response to python json object
# Observe data from an API. This is how data transports over the internet in a "JSON" text form
# - The JSON "text" is formed in dictionary {} and list [] divisions
# - To read the result, Data Scientist of Developer converts JSON into human readable form
# - Review the first line, look for the keys -- "status" and "data"
{'status': 'success', 'data': {'stats': {'total': 1499, 'totalCoins': 15880, 'totalMarkets': 29491, 'totalExchanges': 173, 'totalMarketCap': '983932590547', 'total24hVolume': '62282815966'}, 'coins': [{'uuid': 'Qwsogvtv82FCd', 'symbol': 'BTC', 'name': 'Bitcoin', 'color': '#f7931A', 'iconUrl': 'https://cdn.coinranking.com/bOabBYkcX/bitcoin_btc.svg', 'marketCap': '384348411316', 'price': '20048.069210186528', 'listedAt': 1330214400, 'tier': 1, 'change': '-0.33', 'rank': 1, 'sparkline': ['20055.04458636691', '20080.945766547316', '20154.793410885846', '20210.201890986846', '20293.106438048246', '20348.099259747956', '20337.128935825927', '20372.597562724306', '20349.985341836196', '20278.97859788055', '20218.72329051459', '20203.100215086964', '20157.250216544355', '20141.409719078547', '20143.75303286625', '20204.211148012277', '20220.284434483106', '20137.216620466203', '20006.100174996944', '20069.0906701522', '20048.293652930657', '20090.639746665587', '20084.906588703758', '20038.47223870977', '20038.319043514395'], 'lowVolume': False, 'coinrankingUrl': 'https://coinranking.com/coin/Qwsogvtv82FCd+bitcoin-btc', '24hVolume': '40400711239', 'btcPrice': '1'}, {'uuid': 'razxDUgYGNAdQ', 'symbol': 'ETH', 'name': 'Ethereum', 'color': '#3C3C3D', 'iconUrl': 'https://cdn.coinranking.com/rk4RKHOuW/eth.svg', 'marketCap': '166571417598', 'price': '1361.8041518111363', 'listedAt': 1438905600, 'tier': 1, 'change': '0.84', 'rank': 2, 'sparkline': ['1349.0880496127575', '1349.8041205215243', '1353.1086320629188', '1358.7387771758335', '1373.2885658964276', '1375.9135645860897', '1373.5659792175152', '1374.8500890357657', '1374.8737269583949', '1370.0896844497336', '1366.460649920995', '1364.8405606887022', '1360.0380488934045', '1358.8777951928896', '1359.201867480813', '1366.6546209787482', '1370.3407047067003', '1366.4064227205356', '1361.2014385928683', '1365.232068355049', '1362.6548801446975', '1364.1019072109643', '1362.7987815464114', '1358.5751410290557', '1359.967305338254'], 'lowVolume': False, 'coinrankingUrl': 'https://coinranking.com/coin/razxDUgYGNAdQ+ethereum-eth', '24hVolume': '13281858818', 'btcPrice': '0.06792694785387096'}, {'uuid': 'HIVsRcGKkPFtW', 'symbol': 'USDT', 'name': 'Tether USD', 'color': '#22a079', 'iconUrl': 'https://cdn.coinranking.com/mgHqwlCLj/usdt.svg', 'marketCap': '68222762992', 'price': '1.0001493646302815', 'listedAt': 1420761600, 'tier': 1, 'change': '-0.10', 'rank': 3, 'sparkline': ['1.0008885796275175', '0.9999431539206969', '1.0000985126119455', '0.9995066842346869', '0.9997306192314072', '0.9998815616800388', '1.000243093233747', '0.9999127393534192', '1.0005409938053889', '1.0010793230437174', '1.00052286601629', '1.0006425753515724', '1.0004437331204448', '1.0006101471625053', '1.0001687521957723', '0.9995037614095902', '1.0006440819313598', '1.001376308434132', '1.0003961159670858', '1.0000147257385132', '1.0001689083946086', '0.9998823624197636', '1.000601519429449', '1.0005455456862065', '1.0001530177948537'], 'lowVolume': False, 'coinrankingUrl': 'https://coinranking.com/coin/HIVsRcGKkPFtW+tetherusd-usdt', '24hVolume': '41964414539', 'btcPrice': '0.000049887565438077'}, {'uuid': 'aKzUVe4Hh_CON', 'symbol': 'USDC', 'name': 'USDC', 'color': '#7894b4', 'iconUrl': 'https://cdn.coinranking.com/jkDf8sQbY/usdc.svg', 'marketCap': '46260592641', 'price': '0.9999129501395558', 'listedAt': 1539043200, 'tier': 1, 'change': '-0.11', 'rank': 4, 'sparkline': ['1.000736799761746', '0.9999578122505041', '1.0000700849647628', '0.999509609849087', '0.9996994146454605', '0.9997505348401434', '1.0002353434864448', '0.9999427161921283', '1.000571817366461', '1.0009824943910515', '1.0004340415778774', '1.000506260874989', '1.0004131871429036', '1.0005795066052903', '1.0001604732903788', '0.9995282049737586', '1.0005651552462809', '1.0012346841550612', '1.0005913061423513', '0.9999219703304918', '1.000293948230519', '0.9999281319907949', '1.000499583671794', '1.0005240095308927', '1.0001086814469158'], 'lowVolume': False, 'coinrankingUrl': 'https://coinranking.com/coin/aKzUVe4Hh_CON+usdc-usdc', '24hVolume': '3343258192', 'btcPrice': '0.000049875773056065'}, {'uuid': 'WcwrkfNI4FUAe', 'symbol': 'BNB', 'name': 'Binance Coin', 'color': '#e8b342', 'iconUrl': 'https://cdn.coinranking.com/B1N19L_dZ/bnb.svg', 'marketCap': '41805714768', 'price': '288.56249636689284', 'listedAt': 1503014400, 'tier': 1, 'change': '-1.55', 'rank': 5, 'sparkline': ['293.0309725281465', '292.9851630845303', '293.79572026170183', '294.45734765742577', '296.85957841121706', '296.61650602398885', '296.6313474523535', '296.34840537429767', '295.999973454334', '295.6327720555338', '294.74566347918994', '295.2627458845155', '294.4981060492843', '294.3337487623815', '294.2316324183209', '294.6298571055105', '294.6595144809562', '294.0329800033172', '293.5917691431179', '294.0227751304564', '293.6815627093513', '293.5849695749711', '293.2590784452913', '293.13327077329996', '291.2981129976092'], 'lowVolume': False, 'coinrankingUrl': 'https://coinranking.com/coin/WcwrkfNI4FUAe+binancecoin-bnb', '24hVolume': '788391087', 'btcPrice': '0.014393530536111317'}, {'uuid': '-l8Mn2pVlRs-p', 'symbol': 'XRP', 'name': 'XRP', 'color': '#000000', 'iconUrl': 'https://cdn.coinranking.com/B1oPuTyfX/xrp.svg', 'marketCap': '25095391994', 'price': '0.5033315059487032', 'listedAt': 1421798400, 'tier': 1, 'change': '1.77', 'rank': 6, 'sparkline': ['0.494205607728152', '0.4932413629320527', '0.49209078828187935', '0.490867849730061', '0.4953246294210552', '0.49500981234980423', '0.49565634300928235', '0.4983926105431633', '0.5029253134802105', '0.500349955991474', '0.49604757689387907', '0.49436017526663756', '0.4936624491660951', '0.49429837449816666', '0.4966456636473714', '0.497538805172514', '0.499422605944309', '0.49623220498597587', '0.4950030830343421', '0.49640009824587233', '0.4958072314621451', '0.49722200793643323', '0.4970756649928469', '0.4957714807807794', '0.49899738389276005'], 'lowVolume': False, 'coinrankingUrl': 'https://coinranking.com/coin/-l8Mn2pVlRs-p+xrp-xrp', '24hVolume': '1949675898', 'btcPrice': '0.000025106233456784'}, {'uuid': 'vSo2fu9iE1s0Y', 'symbol': 'BUSD', 'name': 'Binance USD', 'color': '#f0b90b', 'iconUrl': 'https://cdn.coinranking.com/6SJHRfClq/busd.svg', 'marketCap': '21383127601', 'price': '1.0000695371565638', 'listedAt': 1563197940, 'tier': 1, 'change': '-0.07', 'rank': 7, 'sparkline': ['1.0008399400300687', '0.9999285951294311', '1.0000610772698801', '0.999414705004402', '0.9996369762417207', '0.9997571855583934', '1.0001208799139696', '0.9997941068629603', '1.0004863027866', '1.0010582781330206', '1.0004113897742082', '1.0005321397493385', '1.0003603032522226', '1.000511480157415', '1.000089429567618', '0.9994167455393567', '1.0005356630408002', '1.0012875995431658', '1.000382721602677', '1.0000168735947466', '1.000108904159323', '0.9997112862091224', '1.0004958391321148', '1.0004790129301357', '1.0001370488685322'], 'lowVolume': 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