Visualize of covid19 by Area plot in each prefecture (Report 12)

Libraries, load data, data cleaning

> library(readr)
> library(dplyr)
> library(tidyr)
> library(lubridate)
> library(ggplot2)
> library(knitr)
> 
> data <- read_csv("prefectures_all_0416.csv", locale = locale(encoding = "SHIFT-JIS"))
> data <- data %>% select(y = 年, m = 月, d = 日, pnamej = 都道府県, infected = `患者数（2020年3月28日からは感染者数）`, recovered = 退院者, deaths = 死亡者)
> data <- data %>% mutate(yy = as.character(y), mm = formatC(m, width = 2, flag = "0"), dd = formatC(d, width = 2, flag = "0"))
> data <- data %>% mutate(date = paste(yy, mm, dd, sep="-")%>% ymd())
> pcode <- read_csv("data/pref.code2")
> data <- data %>% left_join(pcode, by="pnamej")
> data <- data %>% select(date, pcode, infected, recovered, deaths)
> dates <- data$date
> min.date <- min(dates)
> max.date <- max(dates)
> min.date.txt <- min.date %>% format('%Y-%b-%d')
> max.date.txt <- max.date %>% format('%Y-%b-%d')

Cases - area plot

> data0 <- data
> for(pind in 1:47){
+   data <- data0 %>% filter(pcode == pind) %>% select(-pcode)
+   data[is.na(data)] <- 0
+   data <- data %>% mutate(current.infected = infected - deaths - recovered)
+   data.long <- gather(data, key = "type", value = "count", -date)
+   data.long <- data.long %>% mutate(type=recode_factor(type, infected = 'Total Infected',
+                                                        current.infected ='Current Infected',
+                                                        recovered='Recovered',
+                                                        deaths='Deaths'))
+   pname <- paste(formatC(pind, width = 2, flag = "0"), pcode[pind,]$pnamee, sep=".")
+   title <- paste('Numbers of Cases', pname, max.date.txt, sep=" ")
+   area.plot <- data.long %>% filter(type != 'Total Infected') %>%
+     ggplot(aes(x=date, y=count)) +
+     geom_area(aes(fill=type), alpha=0.5) +
+     labs(title=title) +
+     scale_fill_manual(values=c('red', 'green', 'black')) +
+     theme(legend.title=element_blank(), legend.position='bottom',
+           plot.title = element_text(size=8),
+           axis.title.x=element_blank(),
+           axis.title.y=element_blank(),
+           legend.key.size=unit(0.2, 'cm'),
+           legend.text=element_text(size=6),
+           axis.text=element_text(size=7),
+           axis.text.x=element_text(angle=45, hjust=1))
+   print(area.plot)
+   tab <- t(data.long %>% mutate(date = substr(date,6,10)) %>% spread(type, count))
+   colnames(tab) <- tab[1,]
+   #print(as.data.frame(tab[-1,]))
+   print(kable(as.data.frame(tab[-1,]), "markdown"))
+ }

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	153	156	157	158	161	161	162	166	167	168	172	176	177	177	182	185	190	193	194	194	198	208	226	239	255	267	272	279	302
Current Infected	0	0	0	0	0	0	0	78	81	82	71	72	65	63	61	62	47	44	48	49	46	44	46	52	55	56	44	46	53	71	80	86	98	100	106	128
Recovered	0	0	0	0	0	0	0	69	69	69	81	83	90	93	98	98	114	121	121	121	124	131	131	130	130	130	141	143	146	145	148	158	158	161	161	161
Deaths	0	0	0	0	0	0	0	6	6	6	6	6	6	6	7	7	7	7	7	7	7	7	8	8	8	8	9	9	9	10	11	11	11	11	12	13

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	0	0	0	0	0	2	2	4	4	4	6	7	7	8	8	9	11	11	11	11	11	12	14	14	22	22	22	22	22
Current Infected	0	0	0	0	0	0	0	0	0	0	0	0	2	2	4	4	4	6	7	7	8	8	9	11	11	11	11	11	12	14	11	19	19	18	17	17
Recovered	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	3	3	3	4	5	5
Deaths	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
Current Infected	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
Recovered	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
Deaths	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	1	1	1	1	1	1	1	1	2	2	2	2	6	7	7	12	13	20	23	26	27	34	36	37	46	52	54	64	65
Current Infected	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	1	5	6	6	11	12	19	22	25	26	33	35	36	45	50	49	59	59
Recovered	0	0	0	0	0	0	0	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	2	5	5	6
Deaths	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	1	1	1	1	1	1	1	1	1	3	4	4	4	6	6	7	9	10	11	11	11	11	11	12	13	15	15	16	16
Current Infected	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2	2	2	2	4	4	5	7	8	9	9	9	9	9	7	8	10	10	11	11
Recovered	0	0	0	0	0	0	0	1	1	1	1	1	1	1	1	1	1	2	2	2	2	2	2	2	2	2	2	2	2	2	5	5	5	5	5	5
Deaths	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	1	6	10	13	19	22	27	27	32	34	35	39	45
Current Infected	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	1	6	10	13	19	22	27	27	32	34	35	39	45
Recovered	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
Deaths	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	2	2	2	2	2	2	2	2	2	2	2	2	2	4	6	8	9	14	16	16	24	29	33	36	37	38	38	39	40
Current Infected	0	0	0	0	0	0	0	2	2	2	2	2	2	2	2	2	2	2	2	2	4	5	7	8	13	15	15	23	28	31	33	34	35	35	36	37
Recovered	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	1	1	1	1	1	2	3	3	3	3	3	3
Deaths	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	2	3	3	3	3	5	5	9	9	9	13	16	20	24	24	26	54	59	64	71	77	77	81	82	91	109	110	116	119
Current Infected	0	0	0	0	0	0	0	2	3	3	3	3	5	5	9	9	9	13	16	20	24	23	24	51	56	61	68	74	71	75	72	80	97	97	103	104
Recovered	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	1	1	4	4	7	8	9	10	10	10
Deaths	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	2	2	2	2	2	2	2	2	3	3	3	3	3	5

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	3	3	3	4	4	4	6	6	10	11	11	12	12	14	14	14	14	14	14	14	15	21	31	31	32	35	36	38	39
Current Infected	0	0	0	0	0	0	0	2	2	2	3	2	2	4	4	8	9	9	10	10	12	12	12	11	11	11	11	12	16	26	26	27	30	29	31	32
Recovered	0	0	0	0	0	0	0	1	1	1	1	2	2	2	2	2	2	2	2	2	2	2	2	3	3	3	3	3	5	5	5	5	5	7	7	7
Deaths	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	10	10	11	11	11	11	13	13	14	14	15	18	18	19	20	20	24	25	26	26	29	29	33	35	79	90	91	97	107
Current Infected	0	0	0	0	0	0	0	10	10	11	11	10	10	12	12	13	13	14	17	17	18	19	19	23	23	24	24	27	26	28	29	72	83	84	90	98
Recovered	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	1	2	4	5	5	5	5	5	5
Deaths	0	0	0	0	0	0	0	0	0	0	0	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	2	2	2	2	4

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	32	36	38	41	45	46	53	53	60	66	78	83	84	98	101	113	131	153	174	195	209	242	271	325	345	386	414	433	479
Current Infected	0	0	0	0	0	0	0	28	32	32	34	34	34	41	40	46	51	60	65	66	80	77	88	104	126	147	168	182	215	241	295	315	355	383	399	444
Recovered	0	0	0	0	0	0	0	4	4	6	7	10	11	11	12	13	13	15	15	15	15	20	21	23	23	23	23	23	23	25	25	25	26	26	27	28
Deaths	0	0	0	0	0	0	0	0	0	0	0	1	1	1	1	1	2	3	3	3	3	4	4	4	4	4	4	4	4	5	5	5	5	5	7	7

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	31	34	39	40	42	45	46	51	54	60	126	160	160	164	175	181	192	219	238	253	284	317	342	375	411	455	474	490	525
Current Infected	0	0	0	0	0	0	0	22	25	27	26	27	30	31	34	36	42	106	140	140	144	151	154	160	187	205	220	251	284	306	336	369	412	431	440	475
Recovered	0	0	0	0	0	0	0	9	9	12	14	15	15	15	17	18	18	19	19	19	19	23	26	31	31	32	32	32	32	35	37	38	39	39	45	45
Deaths	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	1	1	1	1	1	1	1	1	1	1	2	4	4	4	5	5

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	105	112	123	130	132	146	160	201	227	227	368	436	449	527	593	690	779	897	1040	1123	1203	1347	1528	1717	1914	2080	2171	2332	2457
Current Infected	0	0	0	0	0	0	0	80	86	96	101	103	116	129	169	194	193	327	395	407	484	539	635	719	837	978	1049	1129	1272	1453	1641	1838	2004	2095	2254	2379
Recovered	0	0	0	0	0	0	0	23	24	24	25	25	26	26	27	28	29	36	36	36	37	47	48	48	48	50	58	58	57	57	57	57	57	57	59	59
Deaths	0	0	0	0	0	0	0	2	2	3	4	4	4	5	5	5	5	5	5	6	6	7	7	12	12	12	16	16	18	18	19	19	19	19	19	19

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	52	57	58	61	67	68	73	77	82	88	104	107	115	120	138	153	181	197	226	261	279	327	375	425	465	478	572	594	614
Current Infected	0	0	0	0	0	0	0	42	47	48	45	49	47	52	56	60	66	79	82	89	87	104	119	143	159	188	223	237	284	332	375	415	427	505	525	544
Recovered	0	0	0	0	0	0	0	6	6	6	12	14	17	17	17	18	18	20	20	20	27	28	28	32	32	32	32	35	37	37	44	44	44	55	55	55
Deaths	0	0	0	0	0	0	0	4	4	4	4	4	4	4	4	4	4	5	5	6	6	6	6	6	6	6	6	7	6	6	6	6	7	12	14	15

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	17	17	17	22	22	22	24	24	24	24	31	31	31	31	31	31	32	32	32	32	34	37	39	41	41	42	42	45	46
Current Infected	0	0	0	0	0	0	0	16	16	16	20	19	19	21	21	21	17	24	24	24	21	21	21	21	21	21	21	19	19	22	17	17	18	17	20	21
Recovered	0	0	0	0	0	0	0	1	1	1	2	3	3	3	3	3	7	7	7	7	10	10	10	11	11	11	11	15	18	17	24	24	24	25	25	25
Deaths	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	3	5	8	8	10	10	11	12	14	16	23	23	30	49	54	54
Current Infected	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	3	5	8	8	10	10	11	12	14	16	23	23	30	48	53	53
Recovered	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1
Deaths	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	5	5	6	6	6	6	6	6	6	6	9	9	11	13	15	16	24	32	43	45	51	66	72	92	104	113	121	131	140
Current Infected	0	0	0	0	0	0	0	4	3	4	3	3	3	3	3	3	3	4	4	6	8	10	11	19	27	38	40	46	61	67	87	99	108	116	125	131
Recovered	0	0	0	0	0	0	0	1	2	2	3	3	3	3	3	3	3	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5	5
Deaths	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	4

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	1	1	1	1	1	1	1	3	5	8	12	13	15	16	22	31	40	44	51	57	57	67	72	76	86	88	92	92	100
Current Infected	0	0	0	0	0	0	0	1	1	1	1	1	1	1	3	5	8	12	13	15	16	22	30	39	43	49	54	54	64	67	68	78	80	83	82	90
Recovered	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	3	6	6	6	7	8	8
Deaths	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	2	2	2	2	2	2	2	2	2	2	2

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	2	2	2	2	2	2	4	4	4	4	4	4	5	6	8	9	9	11	13	14	19	22	24	27	32	35	35	36	39
Current Infected	0	0	0	0	0	0	0	2	2	2	2	1	1	3	3	2	2	2	2	3	4	6	7	7	9	11	12	17	20	22	25	30	33	33	34	37
Recovered	0	0	0	0	0	0	0	0	0	0	0	1	1	1	1	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2
Deaths	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	3	3	3	3	3	3	4	4	4	5	6	8	8	8	9	9	10	11	12	14	14	19	21	28	28	29	34	35	36
Current Infected	0	0	0	0	0	0	0	3	3	2	2	2	2	2	2	2	3	3	5	5	5	6	6	6	7	8	10	11	16	18	25	25	26	30	31	32
Recovered	0	0	0	0	0	0	0	0	0	1	1	1	1	2	2	2	2	3	3	3	3	3	3	4	4	4	4	3	3	3	3	3	3	4	4	4
Deaths	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	3	3	3	3	5	8	11	12	14	14	16	21	21	23	22	22	39	43	50	51	51	69	76	82	91	105	112	127	128
Current Infected	0	0	0	0	0	0	0	2	2	2	2	4	7	10	11	13	13	15	20	20	21	20	20	37	40	47	48	47	65	70	76	85	99	106	120	115
Recovered	0	0	0	0	0	0	0	1	1	1	1	1	1	1	1	1	1	1	1	1	2	2	2	2	2	2	2	3	3	5	5	5	5	5	6	12
Deaths	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	1	1	1	1	1	1	1	1	1

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	3	3	3	3	3	3	3	3	3	3	4	4	4	6	6	6	8	10	10	10	10	15	16	34	39	41	46	46	47
Current Infected	0	0	0	0	0	0	0	2	2	2	2	2	2	2	1	1	1	2	2	2	3	3	3	5	7	7	7	7	12	13	31	36	38	43	43	44
Recovered	0	0	0	0	0	0	0	1	1	1	1	1	1	1	2	2	2	2	2	2	3	3	3	3	3	3	3	3	3	3	3	3	3	3	3	3
Deaths	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	123	127	130	132	134	136	139	144	147	150	164	167	170	176	181	186	198	216	227	237	258	278	299	313	340	319	328	338	350
Current Infected	0	0	0	0	0	0	0	106	110	111	108	110	111	113	90	93	90	103	106	109	110	115	120	131	149	159	164	185	205	225	228	255	234	242	251	260
Recovered	0	0	0	0	0	0	0	3	3	3	8	8	8	9	36	36	42	42	42	42	47	47	47	48	48	48	52	52	52	53	63	63	63	63	63	66
Deaths	0	0	0	0	0	0	0	14	14	16	16	16	17	17	18	18	18	19	19	19	19	19	19	19	19	20	21	21	21	21	22	22	22	23	24	24

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	5	6	6	6	6	6	6	6	6	6	9	9	11	11	11	12	12	12	13	13	13	13	15	15	17	17	17	19	20
Current Infected	0	0	0	0	0	0	0	4	5	5	5	4	4	4	4	4	4	7	7	9	9	9	10	8	8	9	9	9	8	10	10	12	8	6	8	9
Recovered	0	0	0	0	0	0	0	1	1	1	1	2	2	2	2	2	2	2	2	2	2	2	2	4	4	4	4	4	5	5	5	5	9	11	11	11
Deaths	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	4	4	4	4	4	5	5	5	6	6	6	6	6	7	8	8	14	17	18	18	18	24	26	34	38	38	40	51	52
Current Infected	0	0	0	0	0	0	0	4	4	4	4	4	4	4	4	5	5	5	5	5	5	5	5	11	14	15	15	15	21	23	31	35	35	35	46	47
Recovered	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	1	1	1	1	1	2	3	3	3	3	3	3	3	3	3	3	3	3	5	5	5
Deaths	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	17	17	18	19	20	21	23	27	29	31	37	46	54	68	71	79	91	105	111	119	139	149	159	168	181	193	205	210	215
Current Infected	0	0	0	0	0	0	0	11	11	12	12	13	14	16	20	21	20	24	33	41	53	55	61	73	87	93	101	121	126	129	138	147	157	169	173	175
Recovered	0	0	0	0	0	0	0	6	6	6	7	7	7	7	7	8	11	13	13	13	15	16	18	18	18	18	18	18	23	29	29	33	33	33	34	37
Deaths	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	3	3	3	3

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	100	102	106	108	113	116	123	129	136	154	192	209	217	245	279	312	347	388	409	429	482	525	589	697	767	812	836	895	969
Current Infected	0	0	0	0	0	0	0	78	79	83	81	85	87	94	90	93	111	142	159	167	173	207	239	272	306	324	343	396	403	465	570	640	679	683	736	806
Recovered	0	0	0	0	0	0	0	22	22	22	26	26	27	27	37	41	41	48	48	48	70	70	71	73	80	82	83	83	116	118	121	121	127	147	152	155
Deaths	0	0	0	0	0	0	0	0	1	1	1	2	2	2	2	2	2	2	2	2	2	2	2	2	2	3	3	3	6	6	6	6	6	6	7	8

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	69	69	76	81	83	85	87	87	87	90	125	132	136	147	161	167	172	182	195	201	216	216	273	316	358	375	384	403	423
Current Infected	0	0	0	0	0	0	0	66	64	71	75	76	78	77	77	77	80	99	104	108	118	132	138	110	119	132	136	151	151	203	245	286	303	311	327	347
Recovered	0	0	0	0	0	0	0	0	1	1	2	2	2	5	5	5	5	18	18	18	18	18	18	51	52	52	53	53	53	58	59	59	59	59	61	61
Deaths	0	0	0	0	0	0	0	3	4	4	4	5	5	5	5	5	5	8	10	10	11	11	11	11	11	11	12	12	12	12	12	13	13	14	15	15

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	4	4	4	4	5	5	5	5	5	5	11	11	11	11	15	19	21	24	25	26	28	30	34	37	39	41	44	47	53
Current Infected	0	0	0	0	0	0	0	2	2	2	2	3	2	2	2	2	2	3	3	3	3	7	11	13	16	17	18	20	22	26	29	31	33	36	39	43
Recovered	0	0	0	0	0	0	0	2	2	2	2	2	3	3	3	3	3	8	8	8	8	8	8	8	8	8	8	8	8	8	8	8	8	8	8	9
Deaths	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	13	14	15	15	15	15	15	15	15	15	17	17	17	17	18	20	21	21	25	27	28	29	32	33	33	34	34	35	37
Current Infected	0	0	0	0	0	0	0	4	5	6	5	5	5	5	5	4	4	3	3	3	3	4	5	5	5	9	11	12	13	16	17	15	16	16	17	17
Recovered	0	0	0	0	0	0	0	8	8	8	9	9	9	9	9	10	10	13	13	13	13	13	14	15	15	15	15	15	15	15	15	17	17	17	17	19
Deaths	0	0	0	0	0	0	0	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	1	1	1
Current Infected	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	1	1	1
Recovered	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
Deaths	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	2	6	7	8	10	13
Current Infected	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	2	6	7	8	10	13
Recovered	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
Deaths	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	0	0	0	0	1	1	1	1	1	2	3	3	4	4	4	7	9	10	11	11	12	15	16	16	16	16	16	16	16
Current Infected	0	0	0	0	0	0	0	0	0	0	0	1	1	1	1	1	2	3	3	4	4	4	7	9	10	11	11	12	15	16	15	15	15	15	15	15
Recovered	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	1	1	1
Deaths	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	1	1	2	2	3	3	3	3	4	4	4	6	6	6	6	6	8	13	16	16	19	23	25	25	31	56	57	66	67
Current Infected	0	0	0	0	0	0	0	0	0	1	1	2	2	2	2	3	3	3	5	5	5	5	5	7	12	15	15	18	22	22	22	28	53	54	63	64
Recovered	0	0	0	0	0	0	0	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	3	3	3	3	3	3	3
Deaths	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	1	1	1	1	2	2	2	3	4	4	6	6	6	6	6	6	7	7	8	12	13	17	17	17	19	23	24	25	28
Current Infected	0	0	0	0	0	0	0	1	1	1	1	2	2	2	3	4	4	4	4	4	3	3	3	4	4	5	9	10	14	14	14	16	20	19	20	23
Recovered	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2	2	2	3	3	3	3	3	3	3	3	3	3	3	3	3	5	5	5
Deaths	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	3	3	3	3	3	3	3	3	3	3	3	3	3	3	3	3
Current Infected	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2	2	2	2	2	2	2	2	2	2	2	0	0	0	0	0
Recovered	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	1	1	1	1	1	1	1	1	1	1	1	3	3	3	3	3
Deaths	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	1	1	1	1	1	1	1	1	1	1	1	1	1	2	2	2	2	2	2	2	2	3	3	4	4	8	16	20	20
Current Infected	0	0	0	0	0	0	0	1	1	1	1	1	1	1	1	1	1	1	1	1	2	2	2	2	2	2	2	2	3	3	4	3	7	15	19	19
Recovered	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	1	1
Deaths	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	2	2	2	2	2	2	2	2	2	3	4	4	4	9	9	11	11	12	12	14	23	25	26	28	30	30	37	39	40
Current Infected	0	0	0	0	0	0	0	1	1	1	1	1	1	1	1	1	2	2	2	2	7	7	9	7	8	8	9	18	20	21	23	25	24	31	33	34
Recovered	0	0	0	0	0	0	0	1	1	1	1	1	1	1	1	1	1	2	2	2	2	2	2	3	3	3	4	4	4	4	4	4	4	4	4	4
Deaths	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	1	1	1	1	1	1	2	2	2	2

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	11	11	11	11	11	11	11	11	11	12	13	14	15	17	20	21	21	24	31	34	36	37	47	52	54	60	60	60	62
Current Infected	0	0	0	0	0	0	0	5	0	0	0	0	0	0	0	0	1	1	2	3	5	8	9	9	12	19	22	24	25	35	40	41	46	44	44	46
Recovered	0	0	0	0	0	0	0	6	11	11	11	11	11	11	11	11	11	12	12	12	12	12	12	12	12	12	12	12	12	12	12	13	14	16	16	16
Deaths	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	4	5	5	5	5	6	9	9	11	12	21	22	23	43	52	62	66	67	109	113	136	161	187	224	332	362	373	403	433
Current Infected	0	0	0	0	0	0	0	3	3	3	3	3	4	7	7	9	10	19	20	21	41	47	57	61	62	103	107	129	154	180	217	325	355	366	371	382
Recovered	0	0	0	0	0	0	0	1	2	2	2	2	2	2	2	2	2	2	2	2	2	5	5	5	5	6	6	7	7	7	7	7	7	7	32	45
Deaths	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	6

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	1	1	1	1	1	1	1	1	1	1	1	1	1	2	4	4	5	6	8	8	9	11	11	12	12	13	13	15	17
Current Infected	0	0	0	0	0	0	0	1	1	1	1	1	1	1	1	1	1	1	1	1	2	4	4	5	6	7	7	8	10	10	11	11	12	12	14	16
Recovered	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	1	1	1	1	1	1	1	1
Deaths	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	2	2	2	2	5	5	7	8	9	9	9	12	14	14	14	14	14	14	15
Current Infected	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	2	2	2	1	4	4	5	6	7	7	7	10	12	12	12	12	12	12	13
Recovered	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	2	2	2	2	2	2	2	2	2	2	2	2	2
Deaths	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	5	6	6	6	6	6	6	6	7	9	10	10	11	14	15	15	15	16	20	20	21	23	23	23	23	28	28	29	31
Current Infected	0	0	0	0	0	0	0	5	6	6	5	5	5	5	4	5	7	7	7	8	11	12	12	12	13	17	17	18	20	19	18	18	23	22	23	25
Recovered	0	0	0	0	0	0	0	0	0	0	1	1	1	1	2	2	2	3	3	3	3	3	3	3	3	3	3	3	3	4	4	4	4	5	5	5
Deaths	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	1	1	1

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	1	3	6	11	15	15	16	16	17	17	27	28	28	29	29	30	31	31	31	32	32	41	41	42	42	42	43	43	50
Current Infected	0	0	0	0	0	0	0	0	2	5	10	14	14	15	15	16	16	26	27	27	28	28	29	25	25	25	24	24	33	31	32	32	32	33	30	37
Recovered	0	0	0	0	0	0	0	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	1	6	6	6	8	8	8	10	10	10	10	10	13	13
Deaths	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	3	3	3	3	3	3	3	3	3	3	3	3	3	3	3	3	4	4	6	7	7	12	16	16	17	17	17	17	17
Current Infected	0	0	0	0	0	0	0	3	3	3	3	3	3	2	2	2	2	2	2	2	2	2	2	2	2	4	4	4	9	13	13	14	14	14	14	13
Recovered	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	1	1	1	1	1	1	1	2	2	2	3	3	3	3	3	3	3	3	3	4
Deaths	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	1	1	1	2	3	3	3	3	3	3	3	3	3	4	4	4	4	4
Current Infected	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	1	1	1	1	2	3	3	3	3	3	3	3	3	3	4	4	4	4	4
Recovered	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
Deaths	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

	03-11	03-12	03-13	03-14	03-15	03-16	03-17	03-18	03-19	03-20	03-21	03-22	03-23	03-24	03-25	03-26	03-27	03-28	03-29	03-30	03-31	04-01	04-02	04-03	04-04	04-05	04-06	04-07	04-08	04-09	04-10	04-11	04-12	04-13	04-14	04-15
Total Infected	0	0	0	0	0	0	0	3	3	3	3	3	3	4	4	4	6	6	8	9	9	9	9	9	9	9	15	27	32	42	49	49	66	72	76	86
Current Infected	0	0	0	0	0	0	0	1	1	1	1	1	1	2	2	2	4	4	6	7	7	7	7	7	7	7	13	25	29	39	46	46	63	69	73	83
Recovered	0	0	0	0	0	0	0	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	2	3	3	3	3	3	3	3	3
Deaths	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0

References

• data from https://www.harp.lg.jp/opendata/dataset/1369/resource/2853/covid19_data.csv
• Coronavirus data analysis with R, tidyverse and ggplot2, https://www.r-bloggers.com/coronavirus-data-analysis-with-r-tidyverse-and-ggplot2/