Germany: LK Weimarer Land (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 16:16:10 CEST

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

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

overview(country="Germany", subregion="LK Weimarer Land");

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

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

# get population of the region for future normalisation:
inhabitants = population(country="Germany", subregion="LK Weimarer Land")
print(f'Population of country="Germany", subregion="LK Weimarer Land": {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 Weimarer Land": 82103 people

	total cases	daily new cases	total deaths	daily new deaths
date
2023-03-06	32608	8	151	0
2023-03-03	32600	2	151	0
2023-03-02	32598	8	151	0
2023-03-01	32590	2	151	0
2023-02-28	32588	7	151	1
2023-02-27	32581	7	150	0
2023-02-24	32574	5	150	0
2023-02-23	32569	3	150	0
2023-02-22	32566	10	150	0
2023-02-21	32556	8	150	0
2023-02-20	32548	9	150	0
2023-02-17	32539	3	150	0
2023-02-16	32536	8	150	0
2023-02-15	32528	4	150	0
2023-02-13	32524	5	150	0
2023-02-10	32519	5	150	0
2023-02-09	32514	4	150	0
2023-02-08	32510	5	150	0
2023-02-07	32505	4	150	0
2023-02-06	32501	7	150	0
2023-02-03	32494	4	150	0
2023-02-02	32490	9	150	0
2023-02-01	32481	8	150	0
2023-01-31	32473	7	150	0
2023-01-27	32466	2	150	0
2023-01-26	32464	1	150	0
2023-01-25	32463	6	150	0
2023-01-24	32457	5	150	0
2023-01-23	32452	2	150	0
2023-01-20	32450	1	150	0
2023-01-19	32449	3	150	0
2023-01-18	32446	1	150	0
2023-01-17	32445	6	150	0
2023-01-16	32439	4	150	0
2023-01-13	32435	5	150	0
2023-01-12	32430	7	150	0
2023-01-11	32423	5	150	0
2023-01-10	32418	8	150	0
2023-01-09	32410	16	150	0
2023-01-06	32394	3	150	0
2023-01-05	32391	5	150	0
2023-01-04	32386	11	150	0
2023-01-03	32375	6	150	0
2023-01-02	32369	17	150	0
2022-12-30	32352	5	150	0
2022-12-29	32347	10	150	0
2022-12-28	32337	19	150	0
2022-12-27	32318	17	150	0
2022-12-23	32301	9	150	0
2022-12-22	32292	19	150	0
2022-12-21	32273	14	150	0
2022-12-20	32259	17	150	0
2022-12-19	32242	23	150	0
2022-12-16	32219	15	150	0
2022-12-15	32204	9	150	0
2022-12-14	32195	21	150	0
2022-12-13	32174	20	150	2
2022-12-12	32154	13	148	0
2022-12-09	32141	10	148	0
2022-12-08	32131	10	148	0
2022-12-07	32121	21	148	0
2022-12-06	32100	14	148	0
2022-12-05	32086	15	148	0
2022-12-02	32071	16	148	0
2022-12-01	32055	12	148	0
2022-11-30	32043	13	148	0
2022-11-29	32030	21	148	0
2022-11-28	32009	25	148	2
2022-11-25	31984	6	146	0
2022-11-24	31978	12	146	0
2022-11-23	31966	17	146	0
2022-11-22	31949	10	146	0
2022-11-21	31939	11	146	0
2022-11-18	31928	5	146	0
2022-11-17	31923	14	146	0
2022-11-16	31909	19	146	0
2022-11-15	31890	19	146	0
2022-11-14	31871	26	146	0
2022-11-11	31845	14	146	0
2022-11-10	31831	10	146	0
2022-11-09	31821	14	146	0
2022-11-08	31807	20	146	0
2022-11-07	31787	28	146	0
2022-11-04	31759	21	146	0
2022-11-03	31738	24	146	0
2022-11-02	31714	39	146	0
2022-11-01	31675	54	146	0
2022-10-28	31621	27	146	0
2022-10-27	31594	32	146	0
2022-10-26	31562	59	146	2
2022-10-25	31503	48	144	1
2022-10-24	31455	38	143	0
2022-10-21	31417	43	143	0
2022-10-20	31374	56	143	0
2022-10-19	31318	71	143	0
2022-10-18	31247	104	143	0
2022-10-17	31143	75	143	2
2022-10-14	31068	42	141	2
2022-10-13	31026	102	139	0
2022-10-12	30924	71	139	0
2022-10-11	30853	114	139	0
2022-10-10	30739	108	139	2
2022-10-07	30631	66	137	0
2022-10-06	30565	113	137	0
2022-10-05	30452	118	137	0
2022-10-04	30334	90	137	0
2022-09-30	30244	40	137	0
2022-09-29	30204	63	137	0
2022-09-28	30141	71	137	0
2022-09-27	30070	73	137	0
2022-09-26	29997	57	137	0
2022-09-23	29940	20	137	0
2022-09-22	29920	57	137	0
2022-09-21	29863	66	137	0
2022-09-16	29797	9	137	0
2022-09-15	29788	24	137	0
2022-09-14	29764	41	137	0
2022-09-13	29723	30	137	0
2022-09-12	29693	32	137	0
2022-09-09	29661	21	137	0
2022-09-08	29640	13	137	0
2022-09-07	29627	19	137	0
2022-09-06	29608	38	137	0
2022-09-05	29570	16	137	0
2022-09-02	29554	5	137	0
2022-09-01	29549	14	137	0
2022-08-31	29535	14	137	0
2022-08-30	29521	31	137	0
2022-08-29	29490	48	137	0
2022-08-26	29442	12	137	0
2022-08-25	29430	12	137	0
2022-08-24	29418	23	137	0
2022-08-23	29395	37	137	0
2022-08-22	29358	21	137	1
2022-08-19	29337	26	136	0
2022-08-18	29311	15	136	0
2022-08-17	29296	26	136	0
2022-08-16	29270	39	136	0
2022-08-15	29231	34	136	0
2022-08-12	29197	19	136	1
2022-08-11	29178	25	135	0
2022-08-10	29153	28	135	0
2022-08-09	29125	54	135	0
2022-08-08	29071	45	135	0
2022-08-05	29026	27	135	0
2022-08-04	28999	28	135	0
2022-08-03	28971	36	135	0
2022-08-02	28935	48	135	0
2022-08-01	28887	50	135	0
2022-07-30	28837	1	135	0
2022-07-29	28836	24	135	0
2022-07-28	28812	40	135	0
2022-07-27	28772	50	135	0
2022-07-26	28722	77	135	0
2022-07-25	28645	44	135	2
2022-07-22	28601	32	133	0
2022-07-21	28569	48	133	0
2022-07-20	28521	72	133	0
2022-07-19	28449	91	133	0
2022-07-18	28358	78	133	0
2022-07-15	28280	95	133	0
2022-07-14	28185	62	133	0
2022-07-13	28123	107	133	0
2022-07-12	28016	33	133	0
2022-07-11	27983	61	133	1
2022-07-09	27922	2	132	0
2022-07-08	27920	30	132	0
2022-07-07	27890	21	132	0
2022-07-06	27869	50	132	1
2022-07-05	27819	56	131	0
2022-07-04	27763	55	131	0
2022-07-01	27708	26	131	0
2022-06-30	27682	48	131	0
2022-06-29	27634	70	131	0
2022-06-28	27564	75	131	0
2022-06-27	27489	41	131	0
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2022-06-23	27430	32	131	0
2022-06-22	27398	27	131	0
2022-06-21	27371	31	131	0
2022-06-20	27340	31	131	1
2022-06-17	27309	34	130	0
2022-06-16	27275	10	130	0
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2021-07-24	4120	1	79	0
2021-07-15	4119	2	79	0
2021-07-02	4117	1	79	0
2021-06-23	4116	1	79	0
2021-06-15	4115	1	79	0
2021-06-10	4114	1	79	0
2021-06-09	4113	6	79	0
2021-06-08	4107	1	79	0
2021-06-07	4106	1	79	0
2021-06-05	4105	4	79	0
2021-06-04	4101	3	79	0
2021-06-03	4098	1	79	0
2021-06-02	4097	3	79	0
2021-06-01	4094	6	79	0
2021-05-30	4088	1	79	0
2021-05-29	4087	3	79	0
2021-05-28	4084	5	79	0
2021-05-27	4079	5	79	0
2021-05-26	4074	5	79	0
2021-05-24	4069	4	79	0
2021-05-23	4065	1	79	0
2021-05-22	4064	3	79	0
2021-05-21	4061	9	79	0
2021-05-20	4052	17	79	0
2021-05-19	4035	9	79	0
2021-05-18	4026	20	79	0
2021-05-17	4006	4	79	0
2021-05-16	4002	4	79	0
2021-05-15	3998	11	79	1
2021-05-14	3987	10	78	0
2021-05-13	3977	13	78	0
2021-05-12	3964	31	78	0
2021-05-11	3933	16	78	0
2021-05-10	3917	4	78	0
2021-05-09	3913	12	78	0
2021-05-08	3901	17	78	1
2021-05-07	3884	22	77	1
2021-05-06	3862	28	76	0
2021-05-05	3834	30	76	3
2021-05-04	3804	29	73	0
2021-05-03	3775	10	73	0
2021-05-02	3765	10	73	1
2021-05-01	3755	19	72	0
2021-04-30	3736	28	72	0
2021-04-29	3708	36	72	0
2021-04-28	3672	30	72	0
2021-04-27	3642	31	72	0
2021-04-26	3611	10	72	0
2021-04-25	3601	13	72	0
2021-04-24	3588	39	72	0
2021-04-23	3549	14	72	0
2021-04-22	3535	22	72	0
2021-04-21	3513	38	72	0
2021-04-20	3475	70	72	2
2021-04-19	3405	8	70	0
2021-04-18	3397	1	70	0
2021-04-17	3396	14	70	0
2021-04-16	3382	59	70	1
2021-04-15	3323	40	69	1
2021-04-14	3283	64	68	1
2021-04-13	3219	38	67	1
2021-04-12	3181	4	66	0
2021-04-11	3177	8	66	0
2021-04-10	3169	40	66	0
2021-04-09	3129	48	66	2
2021-04-08	3081	25	64	0
2021-04-07	3056	27	64	1
2021-04-06	3029	10	63	0
2021-04-05	3019	1	63	0
2021-04-04	3018	11	63	1
2021-04-03	3007	19	62	0
2021-04-02	2988	35	62	2
2021-04-01	2953	15	60	0
2021-03-31	2938	45	60	1
2021-03-30	2893	30	59	0
2021-03-29	2863	16	59	1
2021-03-28	2847	14	58	1
2021-03-27	2833	40	57	0
2021-03-26	2793	14	57	0
2021-03-25	2779	27	57	0
2021-03-24	2752	24	57	0
2021-03-23	2728	28	57	0
2021-03-22	2700	3	57	0
2021-03-21	2697	9	57	0
2021-03-20	2688	11	57	0
2021-03-19	2677	20	57	0
2021-03-18	2657	18	57	0
2021-03-17	2639	16	57	0
2021-03-16	2623	21	57	0
2021-03-15	2602	8	57	0
2021-03-13	2594	18	57	0
2021-03-12	2576	8	57	0
2021-03-11	2568	18	57	0
2021-03-10	2550	20	57	0
2021-03-09	2530	15	57	0
2021-03-08	2515	1	57	0
2021-03-07	2514	1	57	0
2021-03-06	2513	17	57	0
2021-03-05	2496	18	57	0
2021-03-04	2478	13	57	0
2021-03-03	2465	25	57	0
2021-03-02	2440	21	57	0
2021-03-01	2419	11	57	0
2021-02-27	2408	12	57	0
2021-02-26	2396	13	57	0
2021-02-25	2383	21	57	1
2021-02-24	2362	21	56	1
2021-02-23	2341	23	55	0
2021-02-22	2318	3	55	0
2021-02-21	2315	11	55	0
2021-02-20	2304	16	55	0
2021-02-19	2288	27	55	3
2021-02-18	2261	28	52	1
2021-02-17	2233	32	51	1
2021-02-16	2201	26	50	1
2021-02-15	2175	2	49	0
2021-02-14	2173	20	49	1
2021-02-13	2153	7	48	0
2021-02-12	2146	20	48	2
2021-02-11	2126	32	46	0
2021-02-10	2094	20	46	0
2021-02-09	2074	15	46	1
2021-02-07	2059	4	45	0
2021-02-06	2055	8	45	0
2021-02-05	2047	11	45	0
2021-02-04	2036	17	45	0
2021-02-03	2019	21	45	1
2021-02-02	1998	28	44	0
2021-02-01	1970	3	44	1
2021-01-31	1967	22	43	0
2021-01-30	1945	14	43	0
2021-01-29	1931	12	43	0
2021-01-28	1919	23	43	2
2021-01-27	1896	27	41	0
2021-01-26	1869	31	41	0
2021-01-25	1838	7	41	1
2021-01-24	1831	16	40	0
2021-01-23	1815	25	40	0
2021-01-22	1790	32	40	0
2021-01-21	1758	30	40	1
2021-01-20	1728	43	39	1
2021-01-19	1685	42	38	0
2021-01-18	1643	20	38	1
2021-01-17	1623	5	37	0
2021-01-16	1618	27	37	1
2021-01-15	1591	57	36	4
2021-01-14	1534	29	32	1
2021-01-13	1505	46	31	0
2021-01-12	1459	72	31	2
2021-01-11	1387	95	29	1
2021-01-08	1292	25	28	0
2021-01-07	1267	31	28	1
2021-01-06	1236	46	27	0
2021-01-05	1190	35	27	0
2021-01-04	1155	27	27	4
2021-01-02	1128	40	23	7
2020-12-31	1088	36	16	0
2020-12-30	1052	45	16	0
2020-12-29	1007	27	16	2
2020-12-28	980	12	14	0
2020-12-27	968	7	14	0
2020-12-26	961	12	14	1
2020-12-25	949	15	13	0
2020-12-24	934	28	13	0
2020-12-23	906	29	13	1
2020-12-22	877	46	12	0
2020-12-21	831	15	12	1
2020-12-20	816	13	11	0
2020-12-19	803	22	11	1
2020-12-18	781	24	10	1
2020-12-17	757	28	9	0
2020-12-16	729	12	9	0
2020-12-15	717	8	9	0
2020-12-14	709	20	9	0
2020-12-13	689	14	9	0
2020-12-12	675	5	9	0
2020-12-11	670	15	9	1
2020-12-10	655	24	8	0
2020-12-09	631	11	8	0
2020-12-08	620	14	8	0
2020-12-07	606	3	8	0
2020-12-06	603	16	8	0
2020-12-04	587	6	8	0
2020-12-03	581	15	8	0
2020-12-02	566	8	8	0
2020-12-01	558	9	8	0
2020-11-30	549	8	8	0
2020-11-29	541	9	8	0
2020-11-27	532	13	8	0
2020-11-26	519	21	8	0
2020-11-25	498	9	8	0
2020-11-24	489	9	8	0
2020-11-23	480	3	8	0
2020-11-22	477	2	8	0
2020-11-21	475	14	8	0
2020-11-20	461	13	8	0
2020-11-19	448	17	8	0
2020-11-18	431	6	8	0
2020-11-17	425	6	8	0
2020-11-16	419	1	8	0
2020-11-15	418	9	8	0
2020-11-14	409	1	8	0
2020-11-13	408	10	8	0
2020-11-12	398	13	8	0
2020-11-11	385	11	8	0
2020-11-10	374	14	8	0
2020-11-09	360	5	8	0
2020-11-07	355	19	8	0
2020-11-06	336	24	8	1
2020-11-05	312	14	7	0
2020-11-04	298	11	7	0
2020-11-03	287	13	7	0
2020-11-02	274	4	7	0
2020-11-01	270	7	7	1
2020-10-31	263	10	6	0
2020-10-30	253	23	6	0
2020-10-29	230	14	6	0
2020-10-28	216	4	6	0
2020-10-27	212	13	6	0
2020-10-25	199	2	6	0
2020-10-24	197	7	6	0
2020-10-23	190	5	6	0
2020-10-22	185	7	6	0
2020-10-21	178	4	6	0
2020-10-20	174	4	6	0
2020-10-17	170	1	6	0
2020-10-16	169	8	6	0
2020-10-15	161	2	6	0
2020-10-14	159	3	6	0
2020-10-09	156	2	6	0
2020-10-08	154	2	6	0
2020-10-07	152	3	6	0
2020-10-06	149	2	6	0
2020-10-01	147	3	6	0
2020-09-30	144	4	6	0
2020-09-27	140	3	6	0
2020-09-26	137	1	6	0
2020-09-25	136	1	6	0
2020-09-24	135	1	6	0
2020-09-22	134	1	6	0
2020-09-21	133	1	6	0
2020-09-20	132	1	6	0
2020-09-19	131	2	6	0
2020-09-17	129	2	6	0
2020-09-16	127	7	6	0
2020-09-15	120	6	6	1
2020-09-14	114	1	5	0
2020-09-13	113	10	5	0
2020-09-11	103	8	5	1
2020-09-10	95	2	4	0
2020-09-09	93	4	4	0
2020-09-08	89	1	4	0
2020-09-04	88	1	4	0
2020-09-01	87	1	4	0
2020-08-28	86	3	4	0
2020-08-25	83	1	4	0
2020-08-13	82	1	4	0
2020-08-05	81	4	4	0
2020-07-31	77	1	4	0
2020-07-15	76	2	4	0
2020-07-07	74	1	4	0
2020-06-05	73	1	4	0
2020-05-09	72	1	4	0
2020-05-07	71	1	4	0
2020-05-06	70	1	4	0
2020-05-05	69	1	4	0
2020-04-30	68	1	4	0
2020-04-28	67	1	4	0
2020-04-21	66	1	4	0
2020-04-19	65	1	4	0
2020-04-17	64	1	4	0
2020-04-16	63	4	4	0
2020-04-14	59	1	4	0
2020-04-10	58	1	4	0
2020-04-09	57	3	4	0
2020-04-06	54	1	4	0
2020-04-05	53	12	4	3
2020-04-04	41	5	1	1
2020-04-03	36	6	0	0
2020-04-02	30	1	0	0
2020-04-01	29	3	0	0
2020-03-31	26	2	0	0
2020-03-30	24	3	0	0
2020-03-28	21	3	0	0
2020-03-27	18	1	0	0
2020-03-26	17	2	0	0
2020-03-25	15	1	0	0
2020-03-24	14	1	0	0
2020-03-23	13	2	0	0
2020-03-22	11	1	0	0
2020-03-20	10	4	0	0
2020-03-19	6	1	0	0
2020-03-18	5	3	0	0
2020-03-17	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: 0:03:57.667942