Germany: LK Gotha (Thüringen)

• 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 16:01:41 CEST

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

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

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

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

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

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="LK Gotha")
print(f'Population of country="Germany", subregion="LK Gotha": {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 Gotha": 133825 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	53025	2	382	0
2023-03-03	53023	7	382	0
2023-03-02	53016	12	382	0
2023-03-01	53004	9	382	0
2023-02-28	52995	15	382	0
2023-02-27	52980	18	382	0
2023-02-24	52962	18	382	1
2023-02-23	52944	15	381	0
2023-02-22	52929	11	381	0
2023-02-21	52918	24	381	0
2023-02-20	52894	6	381	0
2023-02-17	52888	3	381	0
2023-02-16	52885	15	381	0
2023-02-15	52870	16	381	0
2023-02-14	52854	20	381	0
2023-02-13	52834	22	381	0
2023-02-10	52812	7	381	1
2023-02-09	52805	14	380	0
2023-02-08	52791	2	380	0
2023-02-07	52789	9	380	0
2023-02-06	52780	17	380	0
2023-02-03	52763	17	380	0
2023-02-02	52746	10	380	0
2023-02-01	52736	16	380	0
2023-01-31	52720	6	380	0
2023-01-30	52714	8	380	0
2023-01-27	52706	11	380	0
2023-01-26	52695	11	380	0
2023-01-24	52684	23	380	1
2023-01-23	52661	15	379	0
2023-01-20	52646	15	379	0
2023-01-18	52631	10	379	0
2023-01-17	52621	18	379	0
2023-01-16	52603	16	379	0
2023-01-13	52587	5	379	0
2023-01-12	52582	21	379	0
2023-01-10	52561	20	379	0
2023-01-09	52541	29	379	0
2023-01-06	52512	17	379	0
2023-01-05	52495	13	379	0
2023-01-04	52482	31	379	0
2023-01-03	52451	47	379	0
2023-01-02	52404	105	379	2
2022-12-23	52299	16	377	0
2022-12-22	52283	51	377	0
2022-12-21	52232	45	377	0
2022-12-20	52187	55	377	1
2022-12-16	52132	54	376	0
2022-12-14	52078	17	376	1
2022-12-13	52061	47	375	0
2022-12-12	52014	40	375	1
2022-12-09	51974	42	374	0
2022-12-08	51932	22	374	0
2022-12-07	51910	12	374	0
2022-12-06	51898	55	374	0
2022-12-05	51843	12	374	0
2022-12-02	51831	17	374	0
2022-12-01	51814	20	374	1
2022-11-30	51794	52	373	1
2022-11-29	51742	4	372	0
2022-11-28	51738	15	372	0
2022-11-25	51723	24	372	0
2022-11-24	51699	18	372	0
2022-11-23	51681	18	372	0
2022-11-22	51663	25	372	0
2022-11-21	51638	19	372	0
2022-11-18	51619	17	372	0
2022-11-17	51602	22	372	0
2022-11-16	51580	29	372	0
2022-11-15	51551	30	372	0
2022-11-14	51521	32	372	0
2022-11-11	51489	14	372	0
2022-11-10	51475	12	372	0
2022-11-09	51463	15	372	0
2022-11-08	51448	27	372	0
2022-11-07	51421	55	372	0
2022-11-04	51366	37	372	0
2022-11-03	51329	52	372	0
2022-11-02	51277	46	372	1
2022-11-01	51231	93	371	1
2022-10-28	51138	34	370	0
2022-10-27	51104	56	370	0
2022-10-26	51048	70	370	0
2022-10-25	50978	71	370	0
2022-10-24	50907	138	370	2
2022-10-23	50769	1	368	0
2022-10-22	50768	3	368	0
2022-10-21	50765	76	368	1
2022-10-20	50689	108	367	0
2022-10-19	50581	121	367	0
2022-10-18	50460	172	367	0
2022-10-17	50288	166	367	0
2022-10-15	50122	16	367	0
2022-10-14	50106	73	367	0
2022-10-13	50033	126	367	0
2022-10-12	49907	152	367	2
2022-10-11	49755	140	365	1
2022-10-10	49615	218	364	0
2022-10-09	49397	8	364	0
2022-10-07	49389	158	364	0
2022-10-06	49231	140	364	3
2022-10-05	49091	95	361	0
2022-10-04	48996	233	361	5
2022-09-30	48763	110	356	0
2022-09-29	48653	122	356	1
2022-09-28	48531	119	355	0
2022-09-27	48412	133	355	1
2022-09-26	48279	173	354	0
2022-09-23	48106	70	354	0
2022-09-22	48036	112	354	1
2022-09-21	47924	79	353	0
2022-09-19	47845	93	353	0
2022-09-16	47752	66	353	0
2022-09-15	47686	57	353	0
2022-09-14	47629	60	353	0
2022-09-13	47569	94	353	1
2022-09-12	47475	91	352	0
2022-09-09	47384	42	352	0
2022-09-08	47342	77	352	0
2022-09-07	47265	22	352	0
2022-09-06	47243	43	352	0
2022-09-05	47200	60	352	0
2022-09-02	47140	18	352	0
2022-09-01	47122	32	352	1
2022-08-31	47090	39	351	0
2022-08-30	47051	45	351	0
2022-08-29	47006	41	351	0
2022-08-26	46965	32	351	0
2022-08-25	46933	36	351	0
2022-08-24	46897	44	351	1
2022-08-23	46853	45	350	0
2022-08-22	46808	66	350	0
2022-08-19	46742	37	350	0
2022-08-18	46705	38	350	0
2022-08-17	46667	37	350	0
2022-08-16	46630	52	350	0
2022-08-15	46578	70	350	0
2022-08-12	46508	41	350	0
2022-08-11	46467	52	350	2
2022-08-10	46415	43	348	0
2022-08-09	46372	65	348	0
2022-08-08	46307	66	348	2
2022-08-05	46241	56	346	0
2022-08-04	46185	42	346	0
2022-08-03	46143	37	346	0
2022-08-02	46106	71	346	0
2022-08-01	46035	75	346	0
2022-07-29	45960	42	346	0
2022-07-28	45918	56	346	0
2022-07-27	45862	69	346	0
2022-07-26	45793	100	346	1
2022-07-25	45693	138	345	0
2022-07-22	45555	50	345	0
2022-07-21	45505	150	345	1
2022-07-20	45355	81	344	0
2022-07-19	45274	129	344	2
2022-07-18	45145	50	342	0
2022-07-15	45095	63	342	1
2022-07-14	45032	89	341	0
2022-07-13	44943	51	341	0
2022-07-12	44892	99	341	0
2022-07-11	44793	51	341	0
2022-07-08	44742	48	341	0
2022-07-07	44694	64	341	0
2022-07-06	44630	74	341	0
2022-07-05	44556	51	341	0
2022-07-04	44505	87	341	0
2022-07-01	44418	39	341	0
2022-06-30	44379	63	341	1
2022-06-29	44316	57	340	0
2022-06-28	44259	76	340	0
2022-06-27	44183	90	340	0
2022-06-24	44093	50	340	0
2022-06-23	44043	38	340	0
2022-06-22	44005	66	340	0
2022-06-21	43939	72	340	0
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2022-06-17	43832	44	340	0
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2022-06-07	43457	69	340	1
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2022-04-21	41799	157	333	0
2022-04-20	41642	82	333	2
2022-04-19	41560	269	331	2
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2021-08-18	8740	3	208	0
2021-08-17	8737	8	208	0
2021-08-16	8729	2	208	0
2021-08-13	8727	2	208	0
2021-08-12	8725	4	208	0
2021-08-11	8721	4	208	0
2021-08-10	8717	1	208	0
2021-08-09	8716	2	208	0
2021-08-08	8714	1	208	0
2021-08-06	8713	1	208	0
2021-08-04	8712	1	208	0
2021-07-29	8711	1	208	0
2021-07-25	8710	1	208	0
2021-07-24	8709	2	208	0
2021-07-23	8707	4	208	0
2021-07-22	8703	3	208	0
2021-07-21	8700	2	208	0
2021-07-20	8698	4	208	0
2021-07-19	8694	4	208	0
2021-07-16	8690	1	208	0
2021-07-15	8689	3	208	0
2021-07-14	8686	3	208	1
2021-07-11	8683	1	207	0
2021-07-10	8682	1	207	0
2021-07-08	8681	3	207	0
2021-07-07	8678	1	207	0
2021-07-06	8677	4	207	0
2021-07-01	8673	2	207	0
2021-06-30	8671	2	207	0
2021-06-29	8669	1	207	0
2021-06-25	8668	1	207	0
2021-06-24	8667	1	207	0
2021-06-23	8666	2	207	0
2021-06-22	8664	3	207	0
2021-06-21	8661	1	207	0
2021-06-20	8660	1	207	0
2021-06-18	8659	3	207	0
2021-06-17	8656	2	207	0
2021-06-16	8654	4	207	0
2021-06-15	8650	3	207	0
2021-06-14	8647	1	207	0
2021-06-12	8646	9	207	0
2021-06-11	8637	5	207	0
2021-06-10	8632	4	207	0
2021-06-09	8628	8	207	1
2021-06-08	8620	7	206	0
2021-06-07	8613	2	206	0
2021-06-05	8611	15	206	0
2021-06-04	8596	14	206	0
2021-06-03	8582	10	206	0
2021-06-02	8572	19	206	0
2021-06-01	8553	11	206	0
2021-05-31	8542	12	206	0
2021-05-29	8530	16	206	0
2021-05-28	8514	9	206	0
2021-05-27	8505	37	206	1
2021-05-26	8468	15	205	0
2021-05-25	8453	5	205	0
2021-05-24	8448	7	205	0
2021-05-22	8441	26	205	0
2021-05-21	8415	64	205	0
2021-05-20	8351	23	205	0
2021-05-19	8328	74	205	1
2021-05-18	8254	22	204	0
2021-05-17	8232	6	204	0
2021-05-16	8226	29	204	0
2021-05-15	8197	38	204	0
2021-05-14	8159	2	204	0
2021-05-13	8157	78	204	0
2021-05-12	8079	70	204	1
2021-05-11	8009	38	203	0
2021-05-10	7971	8	203	0
2021-05-09	7963	39	203	0
2021-05-08	7924	45	203	0
2021-05-07	7879	93	203	1
2021-05-06	7786	44	202	0
2021-05-05	7742	64	202	2
2021-05-04	7678	21	200	0
2021-05-03	7657	20	200	1
2021-05-02	7637	49	199	0
2021-05-01	7588	35	199	1
2021-04-30	7553	58	198	1
2021-04-29	7495	105	197	0
2021-04-28	7390	61	197	0
2021-04-27	7329	43	197	0
2021-04-26	7286	14	197	1
2021-04-25	7272	34	196	0
2021-04-24	7238	66	196	0
2021-04-23	7172	78	196	1
2021-04-22	7094	71	195	1
2021-04-21	7023	106	194	0
2021-04-20	6917	53	194	1
2021-04-19	6864	27	193	0
2021-04-18	6837	46	193	0
2021-04-17	6791	48	193	0
2021-04-16	6743	66	193	2
2021-04-15	6677	120	191	1
2021-04-14	6557	58	190	0
2021-04-13	6499	45	190	2
2021-04-12	6454	37	188	0
2021-04-11	6417	42	188	1
2021-04-10	6375	43	187	0
2021-04-09	6332	113	187	0
2021-04-08	6219	126	187	1
2021-04-07	6093	61	186	1
2021-04-06	6032	16	185	1
2021-04-05	6016	13	184	0
2021-04-04	6003	31	184	0
2021-04-03	5972	53	184	1
2021-04-02	5919	80	183	0
2021-04-01	5839	115	183	1
2021-03-31	5724	53	182	0
2021-03-30	5671	59	182	3
2021-03-29	5612	40	179	0
2021-03-28	5572	30	179	0
2021-03-27	5542	61	179	1
2021-03-26	5481	99	178	1
2021-03-25	5382	75	177	0
2021-03-24	5307	66	177	0
2021-03-23	5241	32	177	0
2021-03-22	5209	14	177	0
2021-03-21	5195	39	177	1
2021-03-20	5156	59	176	0
2021-03-19	5097	89	176	1
2021-03-18	5008	105	175	0
2021-03-17	4903	43	175	0
2021-03-16	4860	9	175	0
2021-03-15	4851	24	175	0
2021-03-14	4827	44	175	1
2021-03-13	4783	42	174	1
2021-03-12	4741	42	173	0
2021-03-11	4699	49	173	0
2021-03-10	4650	49	173	0
2021-03-09	4601	16	173	1
2021-03-08	4585	8	172	0
2021-03-07	4577	24	172	0
2021-03-06	4553	24	172	0
2021-03-05	4529	43	172	1
2021-03-04	4486	37	171	1
2021-03-03	4449	19	170	0
2021-03-02	4430	13	170	0
2021-03-01	4417	3	170	0
2021-02-28	4414	14	170	0
2021-02-27	4400	35	170	2
2021-02-26	4365	25	168	0
2021-02-25	4340	36	168	1
2021-02-24	4304	35	167	2
2021-02-23	4269	17	165	1
2021-02-22	4252	6	164	0
2021-02-21	4246	32	164	1
2021-02-20	4214	15	163	0
2021-02-19	4199	30	163	0
2021-02-18	4169	41	163	1
2021-02-17	4128	32	162	0
2021-02-16	4096	22	162	2
2021-02-15	4074	4	160	0
2021-02-14	4070	27	160	1
2021-02-13	4043	48	159	0
2021-02-12	3995	17	159	2
2021-02-11	3978	47	157	0
2021-02-10	3931	21	157	1
2021-02-09	3910	14	156	1
2021-02-08	3896	55	155	4
2021-02-06	3841	15	151	1
2021-02-05	3826	63	150	1
2021-02-04	3763	65	149	1
2021-02-03	3698	50	148	1
2021-02-02	3648	36	147	1
2021-02-01	3612	30	146	3
2021-01-31	3582	28	143	1
2021-01-30	3554	28	142	0
2021-01-29	3526	30	142	3
2021-01-28	3496	105	139	2
2021-01-27	3391	58	137	2
2021-01-26	3333	20	135	0
2021-01-25	3313	21	135	2
2021-01-24	3292	51	133	2
2021-01-23	3241	27	131	0
2021-01-22	3214	57	131	3
2021-01-21	3157	42	128	1
2021-01-20	3115	70	127	2
2021-01-19	3045	44	125	3
2021-01-18	3001	13	122	0
2021-01-17	2988	18	122	0
2021-01-16	2970	52	122	1
2021-01-15	2918	47	121	1
2021-01-14	2871	94	120	0
2021-01-13	2777	87	120	1
2021-01-12	2690	119	119	3
2021-01-11	2571	56	116	1
2021-01-10	2515	45	115	4
2021-01-09	2470	9	111	1
2021-01-08	2461	62	110	1
2021-01-07	2399	115	109	3
2021-01-06	2284	84	106	4
2021-01-05	2200	80	102	8
2021-01-04	2120	45	94	1
2021-01-03	2075	6	93	1
2021-01-02	2069	28	92	0
2021-01-01	2041	49	92	1
2020-12-31	1992	31	91	0
2020-12-30	1961	54	91	3
2020-12-29	1907	48	88	5
2020-12-28	1859	44	83	5
2020-12-27	1815	11	78	3
2020-12-26	1804	14	75	1
2020-12-25	1790	31	74	0
2020-12-24	1759	42	74	1
2020-12-23	1717	85	73	4
2020-12-22	1632	63	69	3
2020-12-21	1569	44	66	3
2020-12-20	1525	58	63	1
2020-12-19	1467	26	62	0
2020-12-18	1441	34	62	2
2020-12-17	1407	77	60	3
2020-12-16	1330	72	57	4
2020-12-15	1258	35	53	3
2020-12-14	1223	25	50	2
2020-12-13	1198	17	48	1
2020-12-12	1181	23	47	1
2020-12-11	1158	41	46	0
2020-12-10	1117	46	46	1
2020-12-09	1071	21	45	0
2020-12-08	1050	16	45	0
2020-12-07	1034	12	45	0
2020-12-06	1022	24	45	0
2020-12-04	998	28	45	2
2020-12-03	970	37	43	0
2020-12-02	933	25	43	1
2020-12-01	908	17	42	0
2020-11-30	891	5	42	0
2020-11-29	886	5	42	0
2020-11-28	881	13	42	0
2020-11-27	868	9	42	0
2020-11-26	859	25	42	0
2020-11-25	834	20	42	0
2020-11-24	814	31	42	1
2020-11-22	783	9	41	0
2020-11-21	774	38	41	0
2020-11-20	736	10	41	0
2020-11-19	726	28	41	0
2020-11-18	698	24	41	2
2020-11-17	674	12	39	0
2020-11-16	662	3	39	0
2020-11-15	659	13	39	2
2020-11-14	646	10	37	0
2020-11-13	636	27	37	1
2020-11-12	609	21	36	1
2020-11-11	588	23	35	2
2020-11-10	565	7	33	0
2020-11-09	558	4	33	0
2020-11-08	554	6	33	0
2020-11-07	548	5	33	0
2020-11-06	543	11	33	1
2020-11-05	532	5	32	0
2020-11-04	527	13	32	1
2020-11-03	514	4	31	0
2020-11-02	510	3	31	0
2020-10-31	507	4	31	0
2020-10-30	503	8	31	0
2020-10-29	495	5	31	0
2020-10-28	490	18	31	0
2020-10-27	472	5	31	0
2020-10-26	467	3	31	0
2020-10-25	464	4	31	0
2020-10-24	460	2	31	0
2020-10-23	458	12	31	0
2020-10-22	446	8	31	0
2020-10-21	438	7	31	0
2020-10-20	431	9	31	0
2020-10-19	422	1	31	0
2020-10-17	421	4	31	0
2020-10-16	417	8	31	0
2020-10-15	409	6	31	0
2020-10-14	403	3	31	0
2020-10-13	400	1	31	0
2020-10-12	399	5	31	0
2020-10-10	394	9	31	0
2020-10-09	385	7	31	0
2020-10-08	378	4	31	0
2020-10-07	374	7	31	0
2020-10-06	367	1	31	1
2020-10-02	366	2	30	0
2020-09-26	364	1	30	0
2020-09-24	363	4	30	0
2020-09-22	359	1	30	0
2020-09-21	358	1	30	0
2020-09-20	357	1	30	0
2020-09-19	356	1	30	0
2020-09-18	355	1	30	0
2020-09-17	354	3	30	0
2020-09-16	351	2	30	0
2020-09-15	349	1	30	0
2020-09-12	348	6	30	0
2020-09-10	342	1	30	0
2020-09-09	341	3	30	0
2020-09-05	338	1	30	0
2020-09-01	337	1	30	0
2020-08-31	336	1	30	0
2020-08-27	335	3	30	0
2020-08-26	332	1	30	0
2020-08-24	331	1	30	0
2020-08-22	330	1	30	0
2020-08-19	329	1	30	0
2020-08-18	328	2	30	0
2020-08-17	326	1	30	0
2020-08-13	325	1	30	0
2020-08-11	324	2	30	0
2020-08-07	322	1	30	0
2020-08-06	321	2	30	0
2020-08-05	319	1	30	0
2020-07-25	318	1	30	0
2020-07-17	317	1	30	0
2020-07-15	316	1	30	0
2020-07-14	315	1	30	0
2020-07-05	314	2	30	0
2020-07-02	312	1	30	0
2020-06-24	311	1	30	0
2020-06-22	310	1	30	0
2020-06-19	309	1	30	0
2020-06-17	308	1	30	0
2020-06-10	307	1	30	0
2020-06-09	306	1	30	0
2020-06-05	305	6	30	0
2020-06-04	299	1	30	0
2020-06-03	298	1	30	0
2020-05-28	297	5	30	0
2020-05-27	292	6	30	0
2020-05-26	286	5	30	0
2020-05-23	281	1	30	0
2020-05-22	280	2	30	0
2020-05-20	278	2	30	0
2020-05-18	276	1	30	0
2020-05-15	275	3	30	1
2020-05-14	272	1	29	1
2020-05-13	271	1	28	0
2020-05-12	270	1	28	0
2020-05-11	269	1	28	0
2020-05-10	268	4	28	1
2020-05-09	264	4	27	1
2020-05-08	260	4	26	0
2020-05-07	256	8	26	0
2020-05-06	248	5	26	1
2020-05-05	243	3	25	1
2020-05-01	240	1	24	0
2020-04-30	239	14	24	3
2020-04-29	225	11	21	1
2020-04-28	214	19	20	2
2020-04-27	195	6	18	2
2020-04-26	189	7	16	1
2020-04-25	182	2	15	0
2020-04-24	180	12	15	0
2020-04-23	168	7	15	0
2020-04-22	161	14	15	1
2020-04-21	147	16	14	1
2020-04-20	131	4	13	2
2020-04-19	127	1	11	0
2020-04-18	126	11	11	1
2020-04-17	115	8	10	1
2020-04-16	107	10	9	0
2020-04-15	97	9	9	1
2020-04-14	88	5	8	1
2020-04-13	83	10	7	1
2020-04-12	73	3	6	0
2020-04-11	70	8	6	1
2020-04-10	62	5	5	2
2020-04-09	57	3	3	0
2020-04-08	54	8	3	0
2020-04-07	46	7	3	1
2020-04-06	39	3	2	0
2020-04-04	36	1	2	0
2020-04-03	35	1	2	0
2020-04-02	34	6	2	1
2020-04-01	28	1	1	0
2020-03-31	27	4	1	0
2020-03-30	23	1	1	0
2020-03-29	22	1	1	0
2020-03-27	21	1	1	0
2020-03-26	20	3	1	1
2020-03-24	17	2	0	0
2020-03-23	15	6	0	0
2020-03-20	9	5	0	0
2020-03-19	4	3	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: 0:02:53.830557