Germany: SK Straubing (Bayern)

• 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 11:58:43 CEST

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

overview(country="Germany", subregion="SK Straubing", weeks=5);

overview(country="Germany", subregion="SK Straubing");

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

# load the data
cases, deaths = germany_get_region(landkreis="SK Straubing")

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="SK Straubing")
print(f'Population of country="Germany", subregion="SK Straubing": {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="SK Straubing": 47854 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	22613	6	138	0
2023-03-03	22607	1	138	0
2023-03-02	22606	10	138	0
2023-03-01	22596	5	138	0
2023-02-28	22591	6	138	0
2023-02-27	22585	18	138	0
2023-02-24	22567	7	138	0
2023-02-23	22560	11	138	0
2023-02-22	22549	40	138	0
2023-02-20	22509	23	138	0
2023-02-17	22486	11	138	0
2023-02-16	22475	13	138	0
2023-02-15	22462	13	138	1
2023-02-14	22449	16	137	0
2023-02-13	22433	21	137	0
2023-02-10	22412	10	137	0
2023-02-09	22402	25	137	0
2023-02-08	22377	19	137	0
2023-02-07	22358	23	137	0
2023-02-06	22335	34	137	1
2023-02-03	22301	16	136	0
2023-02-02	22285	22	136	0
2023-02-01	22263	22	136	0
2023-01-31	22241	21	136	0
2023-01-30	22220	29	136	1
2023-01-27	22191	9	135	0
2023-01-26	22182	14	135	0
2023-01-25	22168	19	135	0
2023-01-24	22149	16	135	0
2023-01-23	22133	21	135	0
2023-01-20	22112	5	135	0
2023-01-19	22107	5	135	0
2023-01-18	22102	4	135	0
2023-01-17	22098	10	135	0
2023-01-16	22088	8	135	1
2023-01-13	22080	7	134	0
2023-01-12	22073	11	134	0
2023-01-11	22062	5	134	0
2023-01-10	22057	3	134	0
2023-01-09	22054	20	134	0
2023-01-05	22034	8	134	0
2023-01-04	22026	7	134	0
2023-01-03	22019	7	134	0
2023-01-02	22012	25	134	1
2022-12-29	21987	14	133	0
2022-12-28	21973	16	133	0
2022-12-27	21957	24	133	0
2022-12-22	21933	9	133	0
2022-12-21	21924	8	133	0
2022-12-20	21916	16	133	0
2022-12-19	21900	22	133	0
2022-12-16	21878	15	133	0
2022-12-15	21863	10	133	0
2022-12-14	21853	20	133	0
2022-12-13	21833	30	133	0
2022-12-12	21803	23	133	0
2022-12-09	21780	13	133	0
2022-12-08	21767	13	133	0
2022-12-07	21754	8	133	0
2022-12-06	21746	18	133	0
2022-12-05	21728	11	133	0
2022-12-02	21717	8	133	0
2022-12-01	21709	10	133	0
2022-11-30	21699	8	133	0
2022-11-29	21691	11	133	0
2022-11-28	21680	11	133	0
2022-11-25	21669	6	133	0
2022-11-24	21663	8	133	0
2022-11-23	21655	5	133	0
2022-11-22	21650	14	133	0
2022-11-21	21636	19	133	0
2022-11-18	21617	1	133	0
2022-11-17	21616	8	133	0
2022-11-16	21608	8	133	0
2022-11-15	21600	14	133	0
2022-11-14	21586	19	133	0
2022-11-11	21567	11	133	0
2022-11-10	21556	15	133	0
2022-11-09	21541	15	133	0
2022-11-08	21526	21	133	0
2022-11-07	21505	27	133	0
2022-11-04	21478	16	133	0
2022-11-03	21462	5	133	0
2022-11-02	21457	24	133	0
2022-10-31	21433	19	133	0
2022-10-28	21414	22	133	0
2022-10-27	21392	19	133	0
2022-10-26	21373	27	133	0
2022-10-25	21346	39	133	0
2022-10-24	21307	33	133	0
2022-10-21	21274	13	133	0
2022-10-20	21261	28	133	0
2022-10-19	21233	34	133	0
2022-10-18	21199	62	133	0
2022-10-17	21137	68	133	0
2022-10-14	21069	30	133	0
2022-10-13	21039	61	133	0
2022-10-12	20978	44	133	0
2022-10-11	20934	70	133	0
2022-10-10	20864	65	133	0
2022-10-07	20799	43	133	0
2022-10-06	20756	50	133	0
2022-10-05	20706	72	133	0
2022-10-04	20634	76	133	0
2022-09-30	20558	32	133	0
2022-09-29	20526	34	133	0
2022-09-28	20492	39	133	0
2022-09-27	20453	48	133	0
2022-09-26	20405	40	133	0
2022-09-23	20365	16	133	0
2022-09-22	20349	21	133	0
2022-09-21	20328	29	133	0
2022-09-20	20299	36	133	0
2022-09-19	20263	23	133	1
2022-09-16	20240	7	132	0
2022-09-15	20233	12	132	0
2022-09-14	20221	16	132	0
2022-09-13	20205	20	132	0
2022-09-12	20185	14	132	0
2022-09-09	20171	15	132	0
2022-09-08	20156	23	132	0
2022-09-07	20133	28	132	0
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2022-08-31	19990	51	132	0
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2022-08-29	19869	146	132	0
2022-08-26	19723	42	132	0
2022-08-25	19681	93	132	0
2022-08-24	19588	72	132	0
2022-08-23	19516	81	132	0
2022-08-22	19435	63	132	0
2022-08-19	19372	29	132	0
2022-08-18	19343	39	132	0
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2022-08-01	19020	45	132	1
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2022-07-27	18896	69	131	0
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2022-07-25	18759	90	131	0
2022-07-22	18669	43	131	0
2022-07-21	18626	73	131	0
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2022-07-08	17948	21	131	0
2022-07-07	17927	50	131	0
2022-07-06	17877	51	131	0
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2021-08-18	2410	5	87	0
2021-08-17	2405	6	87	0
2021-08-12	2399	1	87	0
2021-08-11	2398	2	87	0
2021-08-10	2396	3	87	0
2021-08-08	2393	1	87	0
2021-08-07	2392	1	87	0
2021-08-06	2391	4	87	0
2021-08-05	2387	1	87	0
2021-08-03	2386	1	87	0
2021-08-02	2385	1	87	0
2021-07-29	2384	1	87	0
2021-07-27	2383	1	87	0
2021-07-25	2382	1	87	0
2021-07-16	2381	1	87	0
2021-07-14	2380	1	87	0
2021-07-13	2379	1	87	0
2021-06-09	2378	1	87	0
2021-06-08	2377	2	87	0
2021-06-05	2375	1	87	0
2021-06-01	2374	1	87	0
2021-05-31	2373	1	87	0
2021-05-30	2372	1	87	0
2021-05-27	2371	4	87	0
2021-05-26	2367	4	87	0
2021-05-25	2363	6	87	0
2021-05-22	2357	7	87	0
2021-05-21	2350	5	87	0
2021-05-20	2345	7	87	0
2021-05-19	2338	11	87	0
2021-05-18	2327	8	87	0
2021-05-17	2319	1	87	0
2021-05-16	2318	3	87	0
2021-05-15	2315	8	87	0
2021-05-14	2307	4	87	0
2021-05-13	2303	7	87	0
2021-05-12	2296	17	87	0
2021-05-11	2279	18	87	0
2021-05-10	2261	4	87	0
2021-05-09	2257	4	87	0
2021-05-08	2253	14	87	0
2021-05-07	2239	10	87	0
2021-05-06	2229	16	87	1
2021-05-05	2213	12	86	0
2021-05-04	2201	18	86	1
2021-05-03	2183	5	85	1
2021-05-02	2178	3	84	0
2021-05-01	2175	10	84	1
2021-04-30	2165	17	83	0
2021-04-29	2148	16	83	0
2021-04-28	2132	33	83	0
2021-04-27	2099	20	83	0
2021-04-25	2079	2	83	0
2021-04-24	2077	13	83	0
2021-04-23	2064	8	83	0
2021-04-22	2056	21	83	0
2021-04-21	2035	28	83	0
2021-04-20	2007	15	83	0
2021-04-19	1992	1	83	0
2021-04-18	1991	3	83	0
2021-04-17	1988	14	83	0
2021-04-16	1974	15	83	0
2021-04-15	1959	24	83	0
2021-04-14	1935	18	83	0
2021-04-13	1917	26	83	1
2021-04-12	1891	1	82	0
2021-04-11	1890	1	82	0
2021-04-10	1889	13	82	0
2021-04-09	1876	13	82	0
2021-04-08	1863	20	82	0
2021-04-07	1843	21	82	1
2021-04-06	1822	5	81	0
2021-04-05	1817	2	81	0
2021-04-03	1815	5	81	0
2021-04-02	1810	11	81	0
2021-04-01	1799	11	81	0
2021-03-31	1788	23	81	0
2021-03-30	1765	24	81	0
2021-03-27	1741	11	81	0
2021-03-26	1730	14	81	0
2021-03-25	1716	8	81	1
2021-03-24	1708	13	80	0
2021-03-23	1695	14	80	1
2021-03-22	1681	3	79	0
2021-03-20	1678	9	79	0
2021-03-19	1669	8	79	1
2021-03-18	1661	11	78	0
2021-03-17	1650	20	78	1
2021-03-16	1630	8	77	0
2021-03-15	1622	1	77	0
2021-03-14	1621	1	77	0
2021-03-13	1620	8	77	0
2021-03-12	1612	7	77	0
2021-03-11	1605	6	77	0
2021-03-10	1599	18	77	0
2021-03-09	1581	16	77	0
2021-03-08	1565	8	77	0
2021-03-05	1557	7	77	0
2021-03-04	1550	5	77	0
2021-03-03	1545	7	77	0
2021-03-02	1538	11	77	0
2021-03-01	1527	3	77	0
2021-02-28	1524	1	77	0
2021-02-26	1523	3	77	0
2021-02-25	1520	2	77	0
2021-02-24	1518	7	77	0
2021-02-23	1511	2	77	0
2021-02-20	1509	2	77	0
2021-02-19	1507	4	77	0
2021-02-17	1503	4	77	1
2021-02-16	1499	3	76	0
2021-02-13	1496	6	76	0
2021-02-12	1490	2	76	0
2021-02-11	1488	7	76	0
2021-02-10	1481	6	76	0
2021-02-09	1475	6	76	0
2021-02-08	1469	3	76	0
2021-02-05	1466	1	76	0
2021-02-04	1465	3	76	0
2021-02-03	1462	4	76	0
2021-02-02	1458	4	76	0
2021-02-01	1454	1	76	0
2021-01-30	1453	3	76	0
2021-01-29	1450	5	76	1
2021-01-28	1445	6	75	1
2021-01-27	1439	3	74	1
2021-01-26	1436	7	73	1
2021-01-25	1429	4	72	1
2021-01-24	1425	1	71	0
2021-01-23	1424	9	71	0
2021-01-22	1415	3	71	0
2021-01-21	1412	5	71	0
2021-01-20	1407	2	71	0
2021-01-19	1405	11	71	1
2021-01-18	1394	3	70	0
2021-01-17	1391	1	70	1
2021-01-16	1390	5	69	0
2021-01-15	1385	8	69	1
2021-01-14	1377	2	68	0
2021-01-13	1375	9	68	0
2021-01-12	1366	4	68	1
2021-01-11	1362	3	67	0
2021-01-10	1359	1	67	0
2021-01-09	1358	13	67	0
2021-01-08	1345	5	67	0
2021-01-07	1340	3	67	0
2021-01-06	1337	14	67	1
2021-01-05	1323	3	66	0
2021-01-04	1320	9	66	0
2021-01-01	1311	20	66	0
2020-12-31	1291	13	66	1
2020-12-30	1278	19	65	0
2020-12-29	1259	15	65	0
2020-12-28	1244	3	65	0
2020-12-26	1241	5	65	0
2020-12-25	1236	22	65	0
2020-12-24	1214	18	65	2
2020-12-23	1196	21	63	0
2020-12-22	1175	12	63	1
2020-12-21	1163	3	62	0
2020-12-20	1160	5	62	0
2020-12-19	1155	16	62	1
2020-12-18	1139	11	61	0
2020-12-17	1128	20	61	1
2020-12-16	1108	20	60	1
2020-12-15	1088	15	59	1
2020-12-14	1073	6	58	0
2020-12-13	1067	7	58	0
2020-12-12	1060	15	58	1
2020-12-11	1045	21	57	0
2020-12-10	1024	23	57	1
2020-12-09	1001	20	56	0
2020-12-08	981	24	56	0
2020-12-07	957	3	56	1
2020-12-06	954	6	55	0
2020-12-05	948	11	55	1
2020-12-04	937	19	54	0
2020-12-03	918	10	54	0
2020-12-02	908	19	54	1
2020-12-01	889	2	53	2
2020-11-30	887	3	51	0
2020-11-29	884	8	51	0
2020-11-28	876	9	51	0
2020-11-27	867	13	51	0
2020-11-26	854	12	51	0
2020-11-25	842	15	51	0
2020-11-24	827	13	51	0
2020-11-23	814	4	51	0
2020-11-22	810	5	51	0
2020-11-21	805	8	51	0
2020-11-20	797	12	51	0
2020-11-19	785	12	51	0
2020-11-18	773	11	51	0
2020-11-17	762	6	51	0
2020-11-15	756	7	51	0
2020-11-14	749	4	51	0
2020-11-13	745	6	51	0
2020-11-12	739	6	51	0
2020-11-11	733	19	51	1
2020-11-10	714	2	50	0
2020-11-09	712	9	50	0
2020-11-08	703	9	50	0
2020-11-07	694	14	50	0
2020-11-06	680	11	50	0
2020-11-05	669	18	50	0
2020-11-04	651	15	50	1
2020-11-03	636	3	49	0
2020-11-02	633	4	49	0
2020-11-01	629	6	49	0
2020-10-31	623	9	49	0
2020-10-30	614	6	49	0
2020-10-29	608	13	49	0
2020-10-28	595	9	49	0
2020-10-27	586	1	49	0
2020-10-26	585	5	49	0
2020-10-25	580	5	49	0
2020-10-24	575	11	49	0
2020-10-23	564	4	49	0
2020-10-22	560	10	49	0
2020-10-21	550	9	49	0
2020-10-20	541	4	49	1
2020-10-19	537	4	48	0
2020-10-18	533	5	48	0
2020-10-17	528	7	48	0
2020-10-16	521	8	48	0
2020-10-15	513	1	48	0
2020-10-14	512	1	48	0
2020-10-13	511	2	48	0
2020-10-12	509	1	48	0
2020-10-10	508	2	48	0
2020-10-07	506	1	48	0
2020-10-05	505	1	48	0
2020-10-02	504	1	48	0
2020-09-30	503	1	48	0
2020-09-29	502	1	48	0
2020-09-28	501	1	48	0
2020-09-27	500	2	48	0
2020-09-25	498	2	48	0
2020-09-23	496	2	48	0
2020-09-22	494	1	48	0
2020-09-18	493	3	48	0
2020-09-16	490	2	48	0
2020-09-15	488	2	48	0
2020-09-09	486	1	48	0
2020-09-07	485	1	48	0
2020-09-05	484	2	48	0
2020-09-03	482	1	48	0
2020-09-02	481	1	48	0
2020-08-31	480	1	48	0
2020-08-30	479	1	48	0
2020-08-29	478	3	48	0
2020-08-28	475	2	48	0
2020-08-27	473	1	48	0
2020-08-26	472	3	48	0
2020-08-25	469	1	48	0
2020-08-24	468	2	48	0
2020-08-22	466	4	48	0
2020-08-21	462	1	48	0
2020-08-20	461	2	48	0
2020-08-19	459	3	48	0
2020-08-18	456	1	48	0
2020-08-16	455	2	48	0
2020-08-14	453	3	48	0
2020-08-13	450	2	48	0
2020-08-11	448	1	48	0
2020-08-06	447	1	48	0
2020-07-28	446	1	48	0
2020-07-20	445	3	48	0
2020-07-15	442	3	48	0
2020-07-14	439	1	48	0
2020-07-12	438	1	48	0
2020-07-11	437	2	48	0
2020-07-09	435	1	48	0
2020-07-07	434	1	48	0
2020-07-06	433	3	48	0
2020-07-03	430	1	48	0
2020-06-30	429	1	48	0
2020-06-19	428	1	48	0
2020-06-18	427	1	48	0
2020-06-05	426	1	48	0
2020-05-28	425	1	48	0
2020-05-27	424	1	48	0
2020-05-26	423	4	48	0
2020-05-25	419	2	48	0
2020-05-19	417	1	48	0
2020-05-18	416	2	48	0
2020-05-15	414	4	48	0
2020-05-14	410	14	48	0
2020-05-13	396	5	48	0
2020-05-12	391	3	48	0
2020-05-09	388	1	48	0
2020-05-08	387	1	48	0
2020-05-07	386	2	48	0
2020-05-06	384	4	48	0
2020-05-05	380	1	48	0
2020-05-04	379	3	48	1
2020-05-02	376	1	47	0
2020-05-01	375	5	47	0
2020-04-30	370	2	47	0
2020-04-29	368	4	47	0
2020-04-28	364	3	47	1
2020-04-27	361	3	46	1
2020-04-26	358	2	45	0
2020-04-25	356	1	45	0
2020-04-23	355	18	45	3
2020-04-22	337	30	42	3
2020-04-21	307	4	39	1
2020-04-20	303	4	38	2
2020-04-19	299	6	36	1
2020-04-18	293	5	35	0
2020-04-17	288	7	35	2
2020-04-16	281	10	33	1
2020-04-15	271	36	32	6
2020-04-14	235	1	26	0
2020-04-13	234	6	26	2
2020-04-11	228	6	24	3
2020-04-10	222	8	21	3
2020-04-09	214	14	18	2
2020-04-08	200	14	16	1
2020-04-07	186	18	15	1
2020-04-06	168	1	14	0
2020-04-04	167	15	14	0
2020-04-03	152	19	14	1
2020-04-02	133	14	13	2
2020-04-01	119	18	11	1
2020-03-31	101	16	10	0
2020-03-30	85	7	10	1
2020-03-29	78	9	9	1
2020-03-28	69	1	8	1
2020-03-27	68	10	7	3
2020-03-26	58	9	4	1
2020-03-25	49	6	3	2
2020-03-24	43	2	1	0
2020-03-22	41	3	1	0
2020-03-21	38	11	1	1
2020-03-20	27	7	0	0
2020-03-19	20	7	0	0
2020-03-18	13	5	0	0
2020-03-17	8	2	0	0
2020-03-15	6	2	0	0
2020-03-14	4	1	0	0
2020-03-13	3	1	0	0
2020-03-12	2	1	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: 0:03:18.579817