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husainaliarif
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Covid19

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train · 99.1k rows

iso_code stringlengths 3 8	continent stringclasses 6 values	location stringlengths 4 32	date stringlengths 8 10	total_cases float64 1 182M ⌀	new_cases float64 -74,347 906k ⌀	total_deaths float64 1 3.94M ⌀	new_deaths float64 -1,918 18.1k ⌀	reproduction_rate float64 -0.02 5.86 ⌀	icu_patients float64 0 28.9k ⌀	hosp_patients float64 0 133k ⌀	weekly_icu_admissions float64 0 4k ⌀	weekly_hosp_admissions float64 0 116k ⌀	new_tests float64 -239,172 3.74M ⌀	total_tests float64 0 466M ⌀	total_tests_per_thousand float64 0 9.29k ⌀	new_tests_per_thousand float64 -23.01 327 ⌀	positive_rate float64 0 0.93 ⌀	tests_per_case float64 1.1 50k ⌀	tests_units stringclasses 4 values	total_vaccinations float64 0 3.04B ⌀	people_vaccinated float64 0 1.82B ⌀	people_fully_vaccinated float64 1 843M ⌀	new_vaccinations float64 0 47.5M ⌀	total_vaccinations_per_hundred float64 0 232 ⌀	people_vaccinated_per_hundred float64 0 116 ⌀	people_fully_vaccinated_per_hundred float64 0 115 ⌀	stringency_index float64 0 100 ⌀	population int64 47 7.79B ⌀	population_density float64 0.14 20.5k ⌀	median_age float64 15.1 48.2 ⌀	aged_65_older float64 1.14 27 ⌀	aged_70_older float64 0.53 18.5 ⌀	gdp_per_capita float64 661 117k ⌀	extreme_poverty float64 0.1 77.6 ⌀	cardiovasc_death_rate float64 79.4 724 ⌀	diabetes_prevalence float64 0.99 30.5 ⌀	female_smokers float64 0.1 44 ⌀	male_smokers float64 7.7 78.1 ⌀	handwashing_facilities float64 1.19 100 ⌀	hospital_beds_per_thousand float64 0.1 13.8 ⌀	life_expectancy float64 53.3 86.8 ⌀	human_development_index float64 0.39 0.96 ⌀	excess_mortality float64 -95.59 410 ⌀
ZWE	Africa	Zimbabwe	5/17/2021	38,572	12	1,582	0	1.06	null	null	null	null	1,834	525,058	35.327	0.123	0.011	92.9	tests performed	814,258	591,808	222,450	17,311	5.48	3.98	1.5	48.15	14,862,927	42.729	19.6	2.822	1.882	1,899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571	null
ZWE	Africa	Zimbabwe	5/18/2021	38,595	23	1,583	1	1.08	null	null	null	null	2,154	527,212	35.472	0.145	0.011	88.1	tests performed	831,954	600,579	231,375	17,696	5.6	4.04	1.56	48.15	14,862,927	42.729	19.6	2.822	1.882	1,899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571	null
ZWE	Africa	Zimbabwe	5/19/2021	38,612	17	1,583	0	1.1	null	null	null	null	3,113	530,325	35.681	0.209	0.01	97.4	tests performed	844,684	605,556	239,128	12,730	5.68	4.07	1.61	48.15	14,862,927	42.729	19.6	2.822	1.882	1,899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571	null
ZWE	Africa	Zimbabwe	5/20/2021	38,635	23	1,585	2	1.13	null	null	null	null	2,134	532,459	35.825	0.144	0.01	96.5	tests performed	867,396	615,296	252,100	22,712	5.84	4.14	1.7	48.15	14,862,927	42.729	19.6	2.822	1.882	1,899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571	null
ZWE	Africa	Zimbabwe	5/21/2021	38,664	29	1,586	1	1.17	null	null	null	null	1,842	534,301	35.949	0.124	0.009	108.6	tests performed	887,928	624,665	263,263	20,532	5.97	4.2	1.77	48.15	14,862,927	42.729	19.6	2.822	1.882	1,899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571	null
ZWE	Africa	Zimbabwe	5/22/2021	38,679	15	1,586	0	1.21	null	null	null	null	1,590	535,891	36.056	0.107	0.009	108.6	tests performed	904,073	630,348	273,725	16,145	6.08	4.24	1.84	48.15	14,862,927	42.729	19.6	2.822	1.882	1,899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571	null
ZWE	Africa	Zimbabwe	5/23/2021	38,682	3	1,586	0	1.25	null	null	null	null	860	536,751	36.113	0.058	0.009	110.8	tests performed	911,033	632,496	278,537	6,960	6.13	4.26	1.87	48.15	14,862,927	42.729	19.6	2.822	1.882	1,899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571	null
ZWE	Africa	Zimbabwe	5/24/2021	38,696	14	1,586	0	1.3	null	null	null	null	2,601	539,352	36.288	0.175	0.009	115.3	tests performed	914,921	633,635	281,286	3,888	6.16	4.26	1.89	48.15	14,862,927	42.729	19.6	2.822	1.882	1,899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571	null
ZWE	Africa	Zimbabwe	5/25/2021	38,706	10	1,587	1	1.35	null	null	null	null	1,416	540,768	36.384	0.095	0.008	122.2	tests performed	927,990	639,553	288,437	13,069	6.24	4.3	1.94	48.15	14,862,927	42.729	19.6	2.822	1.882	1,899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571	null
ZWE	Africa	Zimbabwe	5/26/2021	38,819	113	1,589	2	1.41	null	null	null	null	1,629	542,397	36.493	0.11	0.017	58.3	tests performed	937,040	643,531	293,509	9,050	6.3	4.33	1.97	48.15	14,862,927	42.729	19.6	2.822	1.882	1,899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571	null
ZWE	Africa	Zimbabwe	5/27/2021	38,854	35	1,592	3	1.4	null	null	null	null	2,159	544,556	36.639	0.145	0.018	55.2	tests performed	953,389	648,121	305,268	16,349	6.41	4.36	2.05	48.15	14,862,927	42.729	19.6	2.822	1.882	1,899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571	null
ZWE	Africa	Zimbabwe	5/28/2021	38,918	64	1,592	0	1.4	null	null	null	null	1,833	546,389	36.762	0.123	0.021	47.6	tests performed	976,796	656,630	320,166	23,407	6.57	4.42	2.15	48.15	14,862,927	42.729	19.6	2.822	1.882	1,899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571	null
ZWE	Africa	Zimbabwe	5/29/2021	38,933	15	1,594	2	1.4	null	null	null	null	2,032	548,421	36.899	0.137	0.02	49.3	tests performed	1,002,465	666,786	335,679	25,669	6.74	4.49	2.26	48.15	14,862,927	42.729	19.6	2.822	1.882	1,899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571	null
ZWE	Africa	Zimbabwe	5/30/2021	38,944	11	1,594	0	1.4	null	null	null	null	762	549,183	36.95	0.051	0.021	47.4	tests performed	1,011,973	670,755	341,218	9,508	6.81	4.51	2.3	48.15	14,862,927	42.729	19.6	2.822	1.882	1,899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571	null
ZWE	Africa	Zimbabwe	5/31/2021	38,961	17	1,594	0	1.41	null	null	null	null	1,638	550,821	37.06	0.11	0.023	43.3	tests performed	1,020,078	675,678	344,400	8,105	6.86	4.55	2.32	48.15	14,862,927	42.729	19.6	2.822	1.882	1,899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571	null
ZWE	Africa	Zimbabwe	6/1/2021	38,998	37	1,599	5	1.43	null	null	null	null	2,376	553,197	37.22	0.16	0.023	42.6	tests performed	1,031,281	678,003	353,278	11,203	6.94	4.56	2.38	48.15	14,862,927	42.729	19.6	2.822	1.882	1,899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571	null
ZWE	Africa	Zimbabwe	6/2/2021	39,031	33	1,599	0	1.45	null	null	null	null	2,582	555,779	37.394	0.174	0.016	63.1	tests performed	1,040,214	682,242	357,972	8,933	7	4.59	2.41	48.15	14,862,927	42.729	19.6	2.822	1.882	1,899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571	null
ZWE	Africa	Zimbabwe	6/3/2021	39,092	61	1,604	5	1.48	null	null	null	null	1,817	557,596	37.516	0.122	0.018	54.8	tests performed	1,048,504	684,164	364,340	8,290	7.05	4.6	2.45	48.15	14,862,927	42.729	19.6	2.822	1.882	1,899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571	null
ZWE	Africa	Zimbabwe	6/4/2021	39,144	52	1,605	1	1.51	null	null	null	null	2,291	559,887	37.67	0.154	0.017	59.7	tests performed	1,056,238	685,564	370,674	7,734	7.11	4.61	2.49	48.15	14,862,927	42.729	19.6	2.822	1.882	1,899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571	null
ZWE	Africa	Zimbabwe	6/5/2021	39,168	24	1,605	0	1.54	null	null	null	null	1,932	561,819	37.8	0.13	0.018	57	tests performed	1,061,951	686,636	375,315	5,713	7.14	4.62	2.53	48.15	14,862,927	42.729	19.6	2.822	1.882	1,899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571	null
ZWE	Africa	Zimbabwe	6/6/2021	39,189	21	1,606	1	1.59	null	null	null	null	1,048	562,867	37.871	0.071	0.018	55.9	tests performed	1,068,107	687,321	380,786	6,156	7.19	4.62	2.56	48.15	14,862,927	42.729	19.6	2.822	1.882	1,899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571	null
ZWE	Africa	Zimbabwe	6/7/2021	39,238	49	1,611	5	1.64	null	null	null	null	2,119	564,986	38.013	0.143	0.02	51.1	tests performed	1,073,971	688,696	385,275	5,864	7.23	4.63	2.59	48.15	14,862,927	42.729	19.6	2.822	1.882	1,899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571	null
ZWE	Africa	Zimbabwe	6/8/2021	39,321	83	1,617	6	1.68	null	null	null	null	2,983	567,969	38.214	0.201	0.022	45.7	tests performed	1,078,809	689,397	389,412	4,838	7.26	4.64	2.62	48.15	14,862,927	42.729	19.6	2.822	1.882	1,899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571	null
ZWE	Africa	Zimbabwe	6/9/2021	39,432	111	1,622	5	1.72	null	null	null	null	3,427	571,396	38.444	0.231	0.026	38.9	tests performed	1,083,983	689,920	394,063	5,174	7.29	4.64	2.65	48.15	14,862,927	42.729	19.6	2.822	1.882	1,899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571	null
ZWE	Africa	Zimbabwe	6/10/2021	39,496	64	1,626	4	1.75	null	null	null	null	2,841	574,237	38.636	0.191	0.024	41.2	tests performed	1,089,506	690,452	399,054	5,523	7.33	4.65	2.68	48.15	14,862,927	42.729	19.6	2.822	1.882	1,899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571	null
ZWE	Africa	Zimbabwe	6/11/2021	39,688	192	1,629	3	1.79	null	null	null	null	2,633	576,870	38.813	0.177	0.032	31.2	tests performed	1,096,854	691,251	405,603	7,348	7.38	4.65	2.73	48.15	14,862,927	42.729	19.6	2.822	1.882	1,899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571	null
ZWE	Africa	Zimbabwe	6/12/2021	39,852	164	1,632	3	1.82	null	null	null	null	2,637	579,507	38.99	0.177	0.039	25.9	tests performed	1,103,398	692,180	411,218	6,544	7.42	4.66	2.77	48.15	14,862,927	42.729	19.6	2.822	1.882	1,899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571	null
ZWE	Africa	Zimbabwe	6/13/2021	39,959	107	1,632	0	1.83	null	null	null	null	1,363	580,870	39.082	0.092	0.043	23.4	tests performed	1,107,058	693,147	413,911	3,660	7.45	4.66	2.78	48.15	14,862,927	42.729	19.6	2.822	1.882	1,899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571	null
ZWE	Africa	Zimbabwe	6/14/2021	40,077	118	1,635	3	1.84	null	null	null	null	2,921	583,791	39.278	0.197	0.045	22.4	tests performed	1,108,203	693,568	414,635	1,145	7.46	4.67	2.79	67.59	14,862,927	42.729	19.6	2.822	1.882	1,899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571	null
ZWE	Africa	Zimbabwe	6/15/2021	40,318	241	1,637	2	1.86	null	null	null	null	1,999	585,790	39.413	0.134	0.056	17.9	tests performed	1,113,478	694,730	418,748	5,275	7.49	4.67	2.82	67.59	14,862,927	42.729	19.6	2.822	1.882	1,899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571	null
ZWE	Africa	Zimbabwe	6/16/2021	40,556	238	1,640	3	1.86	null	null	null	null	2,125	587,915	39.556	0.143	0.068	14.7	tests performed	1,120,873	697,399	423,474	7,395	7.54	4.69	2.85	67.59	14,862,927	42.729	19.6	2.822	1.882	1,899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571	null
ZWE	Africa	Zimbabwe	6/17/2021	40,927	371	1,647	7	1.87	null	null	null	null	3,538	591,453	39.794	0.238	0.083	12	tests performed	1,126,087	698,953	427,134	5,214	7.58	4.7	2.87	67.59	14,862,927	42.729	19.6	2.822	1.882	1,899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571	null
ZWE	Africa	Zimbabwe	6/18/2021	41,335	408	1,656	9	1.87	null	null	null	null	3,819	595,272	40.051	0.257	0.089	11.2	tests performed	1,131,397	700,244	431,153	5,310	7.61	4.71	2.9	67.59	14,862,927	42.729	19.6	2.822	1.882	1,899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571	null
ZWE	Africa	Zimbabwe	6/19/2021	41,628	293	1,666	10	1.87	null	null	null	null	2,577	597,849	40.224	0.173	0.097	10.3	tests performed	1,133,920	701,348	432,572	2,523	7.63	4.72	2.91	67.59	14,862,927	42.729	19.6	2.822	1.882	1,899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571	null
ZWE	Africa	Zimbabwe	6/20/2021	41,779	151	1,672	6	1.88	null	null	null	null	1,200	599,049	40.305	0.081	0.1	10	tests performed	1,138,733	703,065	435,668	4,813	7.66	4.73	2.93	67.59	14,862,927	42.729	19.6	2.822	1.882	1,899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571	null
ZWE	Africa	Zimbabwe	6/21/2021	42,195	416	1,685	13	1.89	null	null	null	null	3,120	602,169	40.515	0.21	0.115	8.7	tests performed	1,140,852	704,001	436,851	2,119	7.68	4.74	2.94	67.59	14,862,927	42.729	19.6	2.822	1.882	1,899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571	null
ZWE	Africa	Zimbabwe	6/22/2021	42,714	519	1,691	6	1.89	null	null	null	null	6,523	608,692	40.954	0.439	0.105	9.6	tests performed	1,146,378	706,158	440,220	5,526	7.71	4.75	2.96	null	14,862,927	42.729	19.6	2.822	1.882	1,899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571	null
ZWE	Africa	Zimbabwe	6/23/2021	43,480	766	1,692	1	null	null	null	null	null	5,716	614,408	41.338	0.385	0.11	9.1	tests performed	1,166,849	715,056	451,793	20,471	7.85	4.81	3.04	null	14,862,927	42.729	19.6	2.822	1.882	1,899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571	null
ZWE	Africa	Zimbabwe	6/24/2021	44,306	826	1,709	17	null	null	null	null	null	4,888	619,296	41.667	0.329	0.121	8.2	tests performed	1,193,315	725,582	467,733	26,466	8.03	4.88	3.15	null	14,862,927	42.729	19.6	2.822	1.882	1,899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571	null
ZWE	Africa	Zimbabwe	6/25/2021	45,217	911	1,721	12	null	null	null	null	null	null	null	null	null	null	null	null	1,221,917	737,483	484,434	28,602	8.22	4.96	3.26	null	14,862,927	42.729	19.6	2.822	1.882	1,899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571	null
ZWE	Africa	Zimbabwe	6/26/2021	46,018	801	1,725	4	null	null	null	null	null	null	null	null	null	null	null	null	1,249,508	747,330	502,178	27,591	8.41	5.03	3.38	null	14,862,927	42.729	19.6	2.822	1.882	1,899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571	null
ZWE	Africa	Zimbabwe	6/27/2021	46,442	424	1,736	11	null	null	null	null	null	null	null	null	null	null	null	null	1,275,259	756,291	518,968	25,751	8.58	5.09	3.49	null	14,862,927	42.729	19.6	2.822	1.882	1,899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571	null
ZWE	Africa	Zimbabwe	6/28/2021	47,284	842	1,749	13	null	null	null	null	null	null	null	null	null	null	null	null	1,299,154	764,248	534,906	23,895	8.74	5.14	3.6	null	14,862,927	42.729	19.6	2.822	1.882	1,899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571	null
ZWE	Africa	Zimbabwe	6/29/2021	48,533	1,249	1,761	12	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	14,862,927	42.729	19.6	2.822	1.882	1,899.775	21.4	307.846	1.82	1.6	30.7	36.791	1.7	61.49	0.571	null