Germany: LK Uelzen (Niedersachsen)

• Homepage of project: https://oscovida.github.io
• Plots are explained at http://oscovida.github.io/plots.html
• Execute this Jupyter Notebook using myBinder

import datetime
import time

start = datetime.datetime.now()
print(f"Notebook executed on: {start.strftime('%d/%m/%Y %H:%M:%S%Z')} {time.tzname[time.daylight]}")

Notebook executed on: 07/03/2023 13:30:41 CEST

%config InlineBackend.figure_formats = ['svg']
from oscovida import *

overview(country="Germany", subregion="LK Uelzen", weeks=5);

overview(country="Germany", subregion="LK Uelzen");

compare_plot(country="Germany", subregion="LK Uelzen", dates="2020-03-15:");

# load the data
cases, deaths = germany_get_region(landkreis="LK Uelzen")

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="LK Uelzen")
print(f'Population of country="Germany", subregion="LK Uelzen": {inhabitants} people')

# compose into one table
table = compose_dataframe_summary(cases, deaths)

# show tables with up to 1000 rows
pd.set_option("display.max_rows", 1000)

# display the table
table

Population of country="Germany", subregion="LK Uelzen": 92894 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	44295	9	293	0
2023-03-03	44286	13	293	0
2023-03-02	44273	14	293	0
2023-03-01	44259	8	293	1
2023-02-28	44251	27	292	0
2023-02-27	44224	5	292	0
2023-02-24	44219	15	292	0
2023-02-23	44204	14	292	0
2023-02-22	44190	29	292	0
2023-02-21	44161	30	292	0
2023-02-20	44131	21	292	0
2023-02-17	44110	16	292	0
2023-02-16	44094	16	292	1
2023-02-15	44078	27	291	0
2023-02-14	44051	29	291	0
2023-02-13	44022	5	291	0
2023-02-10	44017	17	291	1
2023-02-09	44000	23	290	3
2023-02-08	43977	17	287	3
2023-02-07	43960	23	284	2
2023-02-06	43937	12	282	0
2023-02-03	43925	16	282	0
2023-02-02	43909	12	282	0
2023-02-01	43897	12	282	0
2023-01-31	43885	35	282	1
2023-01-30	43850	26	281	0
2023-01-27	43824	30	281	0
2023-01-26	43794	14	281	0
2023-01-25	43780	23	281	0
2023-01-24	43757	29	281	0
2023-01-23	43728	30	281	0
2023-01-20	43698	16	281	0
2023-01-19	43682	17	281	0
2023-01-18	43665	43	281	0
2023-01-17	43622	19	281	0
2023-01-16	43603	35	281	0
2023-01-13	43568	21	281	1
2023-01-12	43547	34	280	0
2023-01-11	43513	30	280	0
2023-01-10	43483	41	280	1
2023-01-09	43442	34	279	2
2023-01-06	43408	54	277	0
2023-01-05	43354	38	277	0
2023-01-04	43316	63	277	0
2023-01-03	43253	92	277	1
2023-01-02	43161	54	276	2
2022-12-30	43107	69	274	1
2022-12-29	43038	123	273	1
2022-12-28	42915	165	272	2
2022-12-27	42750	123	270	2
2022-12-23	42627	138	268	2
2022-12-22	42489	142	266	0
2022-12-21	42347	169	266	1
2022-12-20	42178	166	265	1
2022-12-19	42012	149	264	2
2022-12-16	41863	114	262	2
2022-12-15	41749	112	260	1
2022-12-14	41637	163	259	0
2022-12-13	41474	219	259	2
2022-12-12	41255	148	257	4
2022-12-09	41107	127	253	1
2022-12-08	40980	105	252	1
2022-12-07	40875	299	251	3
2022-12-06	40576	127	248	0
2022-12-05	40449	91	248	1
2022-12-02	40358	108	247	3
2022-12-01	40250	125	244	1
2022-11-30	40125	149	243	2
2022-11-29	39976	217	241	0
2022-11-28	39759	105	241	2
2022-11-25	39654	75	239	0
2022-11-24	39579	113	239	0
2022-11-23	39466	92	239	2
2022-11-22	39374	123	237	0
2022-11-21	39251	80	237	1
2022-11-18	39171	52	236	2
2022-11-17	39119	53	234	0
2022-11-16	39066	74	234	0
2022-11-15	38992	104	234	2
2022-11-14	38888	71	232	0
2022-11-11	38817	57	232	0
2022-11-10	38760	57	232	0
2022-11-09	38703	78	232	0
2022-11-08	38625	107	232	0
2022-11-07	38518	68	232	0
2022-11-04	38450	93	232	0
2022-11-03	38357	72	232	1
2022-11-02	38285	147	231	0
2022-11-01	38138	89	231	1
2022-10-28	38049	78	230	1
2022-10-27	37971	84	229	0
2022-10-26	37887	95	229	1
2022-10-25	37792	158	228	0
2022-10-24	37634	117	228	1
2022-10-21	37517	110	227	0
2022-10-20	37407	107	227	0
2022-10-19	37300	177	227	0
2022-10-18	37123	198	227	1
2022-10-17	36925	151	226	1
2022-10-14	36774	148	225	0
2022-10-13	36626	104	225	1
2022-10-12	36522	167	224	1
2022-10-11	36355	232	223	0
2022-10-10	36123	154	223	1
2022-10-07	35969	152	222	0
2022-10-06	35817	239	222	0
2022-10-05	35578	161	222	1
2022-10-04	35417	193	221	0
2022-09-30	35224	88	221	0
2022-09-29	35136	101	221	0
2022-09-28	35035	113	221	1
2022-09-27	34922	143	220	0
2022-09-26	34779	101	220	0
2022-09-23	34678	89	220	0
2022-09-22	34589	77	220	0
2022-09-21	34512	93	220	0
2022-09-20	34419	119	220	1
2022-09-19	34300	61	219	1
2022-09-16	34239	78	218	0
2022-09-15	34161	65	218	0
2022-09-14	34096	82	218	0
2022-09-13	34014	113	218	0
2022-09-12	33901	59	218	1
2022-09-09	33842	60	217	0
2022-09-08	33782	65	217	0
2022-09-07	33717	61	217	0
2022-09-06	33656	85	217	0
2022-09-05	33571	69	217	0
2022-09-02	33502	51	217	0
2022-09-01	33451	34	217	0
2022-08-31	33417	70	217	1
2022-08-30	33347	76	216	0
2022-08-29	33271	60	216	0
2022-08-26	33211	69	216	2
2022-08-25	33142	59	214	0
2022-08-24	33083	73	214	1
2022-08-23	33010	109	213	0
2022-08-22	32901	56	213	0
2022-08-19	32845	55	213	0
2022-08-18	32790	69	213	0
2022-08-17	32721	96	213	0
2022-08-16	32625	128	213	0
2022-08-15	32497	98	213	0
2022-08-12	32399	70	213	0
2022-08-11	32329	103	213	0
2022-08-10	32226	59	213	0
2022-08-09	32167	98	213	0
2022-08-08	32069	92	213	0
2022-08-05	31977	77	213	0
2022-08-04	31900	56	213	0
2022-08-03	31844	103	213	0
2022-08-02	31741	126	213	0
2022-08-01	31615	95	213	0
2022-07-29	31520	90	213	1
2022-07-28	31430	85	212	1
2022-07-27	31345	159	211	1
2022-07-26	31186	175	210	2
2022-07-25	31011	146	208	1
2022-07-22	30865	119	207	0
2022-07-21	30746	146	207	0
2022-07-20	30600	385	207	0
2022-07-19	30215	85	207	0
2022-07-18	30130	144	207	0
2022-07-15	29986	135	207	0
2022-07-14	29851	210	207	0
2022-07-13	29641	181	207	0
2022-07-12	29460	284	207	0
2022-07-11	29176	188	207	1
2022-07-08	28988	182	206	0
2022-07-07	28806	209	206	0
2022-07-06	28597	341	206	0
2022-07-05	28256	187	206	0
2022-07-04	28069	185	206	0
2022-07-01	27884	92	206	0
2022-06-30	27792	119	206	0
2022-06-29	27673	223	206	0
2022-06-28	27450	221	206	0
2022-06-27	27229	168	206	0
2022-06-24	27061	146	206	1
2022-06-23	26915	147	205	0
2022-06-22	26768	195	205	1
2022-06-21	26573	212	204	0
2022-06-20	26361	135	204	0
2022-06-17	26226	101	204	0
2022-06-16	26125	160	204	0
2022-06-15	25965	149	204	0
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2022-06-01	24427	90	203	0
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2022-05-30	24230	84	203	0
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2022-05-16	23314	113	203	3
2022-05-13	23201	125	200	1
2022-05-12	23076	110	199	1
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2022-05-10	22820	194	198	1
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2022-05-06	22489	152	196	0
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2022-05-04	22222	186	195	3
2022-05-03	22036	226	192	0
2022-05-02	21810	173	192	1
2022-04-29	21637	124	191	0
2022-04-28	21513	254	191	1
2022-04-27	21259	360	190	0
2022-04-26	20899	247	190	1
2022-04-25	20652	295	189	1
2022-04-22	20357	318	188	1
2022-04-21	20039	270	187	0
2022-04-20	19769	359	187	0
2022-04-19	19410	442	187	5
2022-04-14	18968	190	182	2
2022-04-13	18778	329	180	1
2022-04-12	18449	626	179	3
2022-04-11	17823	350	176	0
2022-04-08	17473	194	176	1
2022-04-07	17279	458	175	1
2022-04-06	16821	489	174	3
2022-04-05	16332	719	171	5
2022-04-04	15613	377	166	1
2022-04-01	15236	256	165	2
2022-03-31	14980	444	163	0
2022-03-30	14536	450	163	1
2022-03-29	14086	383	162	0
2022-03-28	13703	368	162	2
2022-03-25	13335	416	160	1
2022-03-24	12919	287	159	1
2022-03-23	12632	462	158	2
2022-03-22	12170	572	156	3
2022-03-21	11598	413	153	2
2022-03-18	11185	171	151	0
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2022-03-15	10651	153	149	0
2022-03-14	10498	192	149	0
2022-03-11	10306	132	149	1
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2022-02-14	6920	118	139	0
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2022-01-04	3900	33	131	0
2022-01-03	3867	10	131	0
2022-01-01	3857	26	131	0
2021-12-31	3831	24	131	0
2021-12-30	3807	19	131	0
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2021-12-28	3745	45	131	1
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2021-12-16	3554	31	128	0
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2021-11-30	3204	32	127	0
2021-11-29	3172	5	127	0
2021-11-27	3167	27	127	0
2021-11-26	3140	33	127	0
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2021-06-11	2181	1	115	0
2021-06-09	2180	1	115	0
2021-06-08	2179	1	115	0
2021-06-04	2178	1	115	0
2021-06-01	2177	1	115	0
2021-05-28	2176	6	115	0
2021-05-26	2170	1	115	0
2021-05-22	2169	4	115	0
2021-05-21	2165	3	115	0
2021-05-20	2162	4	115	0
2021-05-19	2158	6	115	0
2021-05-18	2152	2	115	0
2021-05-16	2150	1	115	0
2021-05-15	2149	3	115	0
2021-05-14	2146	1	115	0
2021-05-13	2145	2	115	0
2021-05-12	2143	5	115	0
2021-05-11	2138	6	115	0
2021-05-08	2132	6	115	0
2021-05-07	2126	6	115	0
2021-05-06	2120	12	115	0
2021-05-05	2108	8	115	0
2021-05-04	2100	16	115	0
2021-05-02	2084	1	115	0
2021-05-01	2083	3	115	0
2021-04-30	2080	3	115	0
2021-04-29	2077	15	115	0
2021-04-28	2062	11	115	0
2021-04-27	2051	8	115	0
2021-04-24	2043	8	115	1
2021-04-23	2035	10	114	0
2021-04-22	2025	11	114	0
2021-04-21	2014	15	114	0
2021-04-20	1999	24	114	0
2021-04-19	1975	1	114	1
2021-04-17	1974	22	113	1
2021-04-16	1952	20	112	0
2021-04-15	1932	20	112	0
2021-04-14	1912	33	112	1
2021-04-13	1879	12	111	0
2021-04-10	1867	16	111	0
2021-04-09	1851	36	111	0
2021-04-08	1815	27	111	0
2021-04-07	1788	35	111	0
2021-04-06	1753	2	111	0
2021-04-05	1751	1	111	0
2021-04-04	1750	2	111	0
2021-04-03	1748	14	111	0
2021-04-02	1734	20	111	1
2021-04-01	1714	8	110	0
2021-03-31	1706	16	110	0
2021-03-30	1690	30	110	1
2021-03-29	1660	1	109	1
2021-03-27	1659	14	108	0
2021-03-26	1645	31	108	0
2021-03-25	1614	5	108	0
2021-03-24	1609	10	108	0
2021-03-23	1599	16	108	0
2021-03-21	1583	4	108	0
2021-03-20	1579	4	108	0
2021-03-19	1575	5	108	0
2021-03-18	1570	4	108	0
2021-03-17	1566	10	108	0
2021-03-16	1556	6	108	0
2021-03-15	1550	1	108	0
2021-03-14	1549	2	108	0
2021-03-13	1547	4	108	0
2021-03-12	1543	22	108	0
2021-03-11	1521	3	108	0
2021-03-10	1518	11	108	0
2021-03-09	1507	15	108	0
2021-03-08	1492	2	108	0
2021-03-06	1490	4	108	0
2021-03-05	1486	8	108	0
2021-03-04	1478	1	108	0
2021-03-03	1477	3	108	0
2021-03-02	1474	16	108	0
2021-03-01	1458	6	108	0
2021-02-28	1452	1	108	0
2021-02-27	1451	7	108	0
2021-02-26	1444	8	108	0
2021-02-25	1436	9	108	0
2021-02-24	1427	18	108	0
2021-02-23	1409	25	108	0
2021-02-22	1384	1	108	0
2021-02-21	1383	1	108	0
2021-02-20	1382	11	108	0
2021-02-19	1371	16	108	1
2021-02-18	1355	7	107	0
2021-02-17	1348	26	107	3
2021-02-16	1322	19	104	0
2021-02-14	1303	2	104	0
2021-02-13	1301	7	104	1
2021-02-12	1294	31	103	1
2021-02-11	1263	12	102	4
2021-02-10	1251	29	98	3
2021-02-09	1222	25	95	4
2021-02-08	1197	1	91	0
2021-02-07	1196	3	91	0
2021-02-06	1193	20	91	1
2021-02-05	1173	24	90	1
2021-02-04	1149	18	89	4
2021-02-03	1131	37	85	8
2021-02-02	1094	50	77	4
2021-02-01	1044	8	73	1
2021-01-31	1036	5	72	1
2021-01-30	1031	18	71	1
2021-01-29	1013	53	70	6
2021-01-28	960	37	64	5
2021-01-27	923	45	59	9
2021-01-26	878	58	50	7
2021-01-25	820	11	43	4
2021-01-24	809	4	39	2
2021-01-23	805	21	37	3
2021-01-22	784	26	34	3
2021-01-21	758	27	31	4
2021-01-20	731	33	27	6
2021-01-19	698	25	21	2
2021-01-18	673	2	19	0
2021-01-17	671	3	19	1
2021-01-16	668	10	18	1
2021-01-15	658	32	17	2
2021-01-14	626	10	15	0
2021-01-13	616	19	15	1
2021-01-12	597	15	14	0
2021-01-11	582	5	14	0
2021-01-10	577	2	14	0
2021-01-09	575	8	14	0
2021-01-08	567	11	14	0
2021-01-07	556	10	14	3
2021-01-06	546	7	11	1
2021-01-05	539	13	10	1
2021-01-04	526	1	9	0
2021-01-03	525	2	9	0
2021-01-01	523	8	9	0
2020-12-31	515	6	9	0
2020-12-30	509	13	9	0
2020-12-29	496	9	9	0
2020-12-28	487	2	9	0
2020-12-26	485	1	9	0
2020-12-25	484	8	9	0
2020-12-24	476	11	9	1
2020-12-23	465	8	8	0
2020-12-22	457	9	8	0
2020-12-21	448	3	8	0
2020-12-20	445	1	8	0
2020-12-19	444	3	8	0
2020-12-18	441	9	8	0
2020-12-17	432	2	8	0
2020-12-16	430	2	8	0
2020-12-15	428	5	8	0
2020-12-12	423	8	8	0
2020-12-11	415	7	8	0
2020-12-10	408	4	8	0
2020-12-09	404	6	8	0
2020-12-08	398	1	8	0
2020-12-05	397	7	8	0
2020-12-04	390	3	8	0
2020-12-03	387	3	8	0
2020-12-02	384	4	8	0
2020-12-01	380	11	8	0
2020-11-29	369	1	8	0
2020-11-28	368	2	8	0
2020-11-27	366	9	8	1
2020-11-26	357	1	7	0
2020-11-25	356	7	7	0
2020-11-24	349	3	7	0
2020-11-22	346	2	7	0
2020-11-21	344	8	7	0
2020-11-20	336	17	7	0
2020-11-19	319	15	7	1
2020-11-18	304	56	6	4
2020-11-17	248	12	2	0
2020-11-16	236	3	2	1
2020-11-15	233	1	1	1
2020-11-14	232	4	0	0
2020-11-13	228	17	0	0
2020-11-12	211	6	0	0
2020-11-11	205	3	0	0
2020-11-10	202	16	0	0
2020-11-07	186	5	0	0
2020-11-06	181	22	0	0
2020-11-05	159	1	0	0
2020-11-04	158	12	0	0
2020-11-03	146	2	0	0
2020-11-02	144	1	0	0
2020-10-31	143	4	0	0
2020-10-30	139	5	0	0
2020-10-29	134	11	0	0
2020-10-28	123	2	0	0
2020-10-27	121	5	0	0
2020-10-23	116	4	0	0
2020-10-20	112	4	0	0
2020-10-16	108	1	0	0
2020-10-14	107	2	0	0
2020-10-10	105	1	0	0
2020-10-09	104	4	0	0
2020-10-07	100	1	0	0
2020-10-05	99	1	0	0
2020-10-01	98	1	0	0
2020-09-30	97	1	0	0
2020-09-22	96	1	0	0
2020-09-18	95	1	0	0
2020-09-16	94	1	0	0
2020-09-14	93	3	0	0
2020-09-10	90	1	0	0
2020-09-02	89	1	0	0
2020-09-01	88	3	0	0
2020-08-31	85	1	0	0
2020-08-28	84	1	0	0
2020-08-27	83	2	0	0
2020-08-24	81	2	0	0
2020-08-20	79	1	0	0
2020-08-19	78	1	0	0
2020-08-18	77	4	0	0
2020-08-15	73	1	0	0
2020-07-31	72	5	0	0
2020-07-30	67	2	0	0
2020-07-29	65	1	0	0
2020-07-28	64	1	0	0
2020-07-26	63	3	0	0
2020-07-22	60	1	0	0
2020-07-21	59	2	0	0
2020-07-19	57	11	0	0
2020-07-18	46	1	0	0
2020-07-17	45	1	0	0
2020-06-08	44	1	0	0
2020-05-10	43	1	0	0
2020-04-24	42	1	0	0
2020-04-22	41	1	0	0
2020-04-17	40	1	0	0
2020-04-16	39	5	0	0
2020-04-12	34	1	0	0
2020-04-09	33	2	0	0
2020-04-08	31	2	0	0
2020-04-04	29	1	0	0
2020-04-03	28	2	0	0
2020-04-01	26	1	0	0
2020-03-31	25	4	0	0
2020-03-30	21	3	0	0
2020-03-27	18	4	0	0
2020-03-25	14	3	0	0
2020-03-23	11	1	0	0
2020-03-22	10	3	0	0
2020-03-20	7	2	0	0
2020-03-19	5	2	0	0
2020-03-18	3	2	0	0

Explore the data in your web browser

• If you want to execute this notebook, click here to use myBinder
• and wait (~1 to 2 minutes)
• Then press SHIFT+RETURN to advance code cell to code cell
• See http://jupyter.org for more details on how to use Jupyter Notebook

Acknowledgements:

• Johns Hopkins University provides data for countries
• Robert Koch Institute provides data for within Germany
• Atlo Team for gathering and providing data from Hungary (https://atlo.team/koronamonitor/)
• Open source and scientific computing community for the data tools
• Github for hosting repository and html files
• Project Jupyter for the Notebook and binder service
• The H2020 project Photon and Neutron Open Science Cloud (PaNOSC)

---

print(f"Download of data from Johns Hopkins university: cases at {fetch_cases_last_execution()} and "
      f"deaths at {fetch_deaths_last_execution()}.")

Download of data from Johns Hopkins university: cases at 07/03/2023 09:31:22 and deaths at 07/03/2023 09:31:21.

# to force a fresh download of data, run "clear_cache()"

print(f"Notebook execution took: {datetime.datetime.now()-start}")

Notebook execution took: 0:03:00.222018