VISUALISASI DATA NUMERIK
Atira Keisha Belva Armanda Fadhila
2025-03-16
library(ggplot2)
data("OrchardSprays")
head(OrchardSprays)dim(OrchardSprays)## [1] 64 4getwd()## [1] "C:/Users/abela/Desktop"Histogram
Histogram ini akan menunjukkan bagaimana distribusi penurunan jumlah serangga setelah penyemprotan dalam eksperimen.
ggplot(data = OrchardSprays, mapping = aes(x = decrease)) +
geom_histogram()## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
ggplot(data = OrchardSprays, mapping = aes(x = decrease)) +
geom_histogram(bins = 80)
ggplot(data = OrchardSprays, mapping = aes(x = decrease)) +
geom_histogram(bins = 80, color = "pink")
library(scales)
ggplot(data = OrchardSprays, mapping = aes(x = decrease)) +
geom_histogram(bins = 30, color = "black", fill = "pink") +
scale_x_continuous(labels = comma) +
scale_y_continuous(labels = comma) +
labs(x = "decrease",
y = "frekuensi")
Desnity Plot
Dalam dataset OrchardSpray, density plot untuk decrease membantu memahami pola distribusi pengurangan serangga setelah penyemprotan, mengidentifikasi variasi antar perlakuan, serta mendeteksi adanya outlier atau distribusi yang tidak normal.
ggplot(data = OrchardSprays, mapping = aes(x = decrease)) +
geom_density()
ggplot(data = OrchardSprays, mapping = aes(x = decrease)) +
geom_density(fill = "pink", alpha = 0.7) +
scale_x_continuous(labels = comma) +
scale_y_continuous(labels = comma) +
labs(x = "decrease")
ggplot(data = OrchardSprays, mapping = aes(x = decrease, fill = treatment, color = treatment)) +
geom_density(alpha = 0.7) +
scale_x_continuous(labels = comma) +
scale_y_continuous(labels = comma) +
labs(x = "decrease")
library(ggridges)
ggplot(data = OrchardSprays, mapping = aes(x = decrease, y= treatment,fill = treatment)) +
geom_density_ridges() +
labs(x = "decrease", y = "treatment")## Picking joint bandwidth of 6.47
Boxplot
Boxplot membantu melihat persebaran data decrease secara ringkas.kita dapat memahami bagaimana penyemprotan memengaruhi pengurangan serangga dengan melihat nilai minimum, kuartil pertama (Q1), median, kuartil ketiga (Q3), dan maksimum.Juga dapat digunakan untuk membandingkan efektivitas berbagai jenis penyemprotan dalam mengurangi jumlah serangga.
ggplot(data = OrchardSprays, mapping = aes(x = decrease)) +
geom_boxplot()
ggplot(data = OrchardSprays, mapping = aes(x = decrease)) +
geom_boxplot()+
coord_flip()
ggplot(data = OrchardSprays, mapping = aes(x = decrease, y = treatment)) +
geom_boxplot()
ggplot(data = OrchardSprays, mapping = aes(x = decrease, y = treatment, fill = treatment)) +
geom_boxplot()
ggplot(data = OrchardSprays, mapping = aes(x = decrease, y = treatment, fill = treatment)) +
geom_boxplot() +
theme(legend.position = "none")
Violin Plot
Violin plot berfungsi untuk menampilkan distribusi data dengan cara yang menggabungkan informasi dari boxplot dan density plot dalam satu visualisasi. Violin plot menunjukkan sebaran data, termasuk median, kuartil, serta kepadatan data di berbagai rentang nilai. Dengan bentuk yang menyerupai biola, violin plot memudahkan dalam melihat apakah data memiliki distribusi normal, apakah ada skewness, atau apakah terdapat lebih dari satu puncak
ggplot(data = OrchardSprays, mapping = aes(x = decrease,y="all")) +
geom_violin(fill="moccasin",alpha=0.5) +
geom_boxplot(fill="pink",width=0.1) +
scale_x_continuous(labels = comma) 
## QQ-Plot Q-Q plot (Quantile-Quantile plot) pada variabel decrease
dalam dataset OrchardSpray berfungsi untuk mengevaluasi apakah data
mengikuti distribusi normal. Plot ini membandingkan kuantil dari data
decrease dengan kuantil dari distribusi normal teoretis. Jika
titik-titik dalam Q-Q plot membentuk garis lurus, itu menunjukkan bahwa
data decrease berdistribusi normal. Jika terdapat penyimpangan
signifikan dari garis lurus, berarti data memiliki skewness, outlier,
atau mengikuti distribusi lain selain normal.
ggplot(data = OrchardSprays, aes(sample = decrease)) +
stat_qq(col="blue", cex=0.9) +
stat_qq_line(col="red", lwd=1)
Scatter plot
Scatter plot berfungsi untuk menganalisis hubungan antara jumlah pengurangan serangga (decrease) dengan posisi baris (rowpos) dalam kebun apel. Jika titik-titik tersebar tanpa pola yang jelas, ini menunjukkan bahwa posisi baris mungkin tidak berpengaruh terhadap decrease.
ggplot(data = OrchardSprays, mapping = aes(x = decrease, y = rowpos)) +
geom_point()
ggplot(data = OrchardSprays, mapping = aes(x = decrease, y = rowpos, color = treatment)) +
geom_point()
## Line chart Line chart pada data earthquakes digunakan untuk melihat
tren perubahan parameter gempa dari waktu ke waktu. Serta membandingan
Magnitudo dan Kedalaman Gempa
Input Data
Dataset ini berisi data kejadian gempa bumi dari 1 November 2008 hingga 26 Januari 2023.
katalog_gempa <- read.csv("C:/Users/abela/Downloads/katalog_gempa.csv",sep = ",")
katalog_gempa$tgl <- as.Date(katalog_gempa$tgl, format="%Y/%m/%d")
katalog_gempa$tgl <- format(katalog_gempa$tgl, "%Y-%m-%d")
str(katalog_gempa) # Periksa struktur data (tgl harus jadi Date)## 'data.frame': 92887 obs. of 13 variables:
## $ tgl : chr "2008-11-01" "2008-11-01" "2008-11-01" "2008-11-01" ...
## $ ot : chr "21:02:43.058" "20:58:50.248" "17:43:12.941" "16:24:14.755" ...
## $ lat : num -9.18 -6.55 -7.01 -3.3 -6.41 -7.37 0.1 -7.07 -3.32 -4.43 ...
## $ lon : num 119 130 107 128 130 ...
## $ depth : int 10 10 121 10 70 18 12 135 10 10 ...
## $ mag : num 4.9 4.6 3.7 3.2 4.3 3.3 4.7 4.8 2.3 3.2 ...
## $ remark : chr "Sumba Region - Indonesia" "Banda Sea" "Java - Indonesia" "Seram - Indonesia" ...
## $ strike1: num NA NA NA NA NA NA NA NA NA NA ...
## $ dip1 : num NA NA NA NA NA NA NA NA NA NA ...
## $ rake1 : num NA NA NA NA NA NA NA NA NA NA ...
## $ strike2: num NA NA NA NA NA NA NA NA NA NA ...
## $ dip2 : num NA NA NA NA NA NA NA NA NA NA ...
## $ rake2 : num NA NA NA NA NA NA NA NA NA NA ...head(katalog_gempa$tgl) # Lihat 6 data pertama## [1] "2008-11-01" "2008-11-01" "2008-11-01" "2008-11-01" "2008-11-01"
## [6] "2008-11-01"unique(katalog_gempa$tgl) # Periksa rentang tanggal## [1] "2008-11-01" "2008-11-02" "2008-11-03" "2008-11-04" "2008-11-05"
## [6] "2008-11-06" "2008-11-07" "2008-11-08" "2008-11-09" "2008-11-10"
## [11] "2008-11-11" "2008-11-13" "2008-11-14" "2008-11-15" "2008-11-18"
## [16] "2008-11-19" "2008-11-20" "2008-11-21" "2008-11-22" "2008-11-23"
## [21] "2008-11-24" "2008-11-25" "2008-11-26" "2008-11-27" "2008-11-28"
## [26] "2008-11-29" "2008-11-30" "2008-12-01" "2008-12-02" "2008-12-03"
## [31] "2008-12-04" "2008-12-05" "2008-12-06" "2008-12-07" "2008-12-08"
## [36] "2008-12-09" "2008-12-15" "2008-12-16" "2008-12-17" "2008-12-18"
## [41] "2008-12-19" "2008-12-20" "2008-12-21" "2008-12-22" "2008-12-23"
## [46] "2008-12-24" "2008-12-25" "2008-12-26" "2008-12-27" "2008-12-28"
## [51] "2008-12-29" "2008-12-30" "2008-12-31" "2009-01-01" "2009-01-02"
## [56] "2009-01-03" "2009-01-04" "2009-01-05" "2009-01-06" "2009-01-07"
## [61] "2009-01-08" "2009-01-09" "2009-01-10" "2009-01-11" "2009-01-12"
## [66] "2009-01-13" "2009-01-14" "2009-01-15" "2009-01-16" "2009-01-17"
## [71] "2009-01-18" "2009-01-19" "2009-01-20" "2009-01-21" "2009-01-22"
## [76] "2009-01-23" "2009-01-24" "2009-01-25" "2009-01-26" "2009-01-27"
## [81] "2009-01-28" "2009-01-30" "2009-01-31" "2009-02-01" "2009-02-02"
## [86] "2009-02-03" "2009-02-04" "2009-02-06" "2009-02-07" "2009-02-08"
## [91] "2009-02-09" "2009-02-10" "2009-02-11" "2009-02-12" "2009-02-13"
## [96] "2009-02-14" "2009-02-15" "2009-02-16" "2009-02-17" "2009-02-18"
## [101] "2009-02-19" "2009-02-20" "2009-02-21" "2009-02-22" "2009-02-23"
## [106] "2009-02-24" "2009-02-25" "2009-02-26" "2009-02-27" "2009-02-28"
## [111] "2009-03-01" "2009-03-02" "2009-03-03" "2009-03-04" "2009-03-05"
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## [136] "2009-03-26" "2009-03-27" "2009-03-28" "2009-03-29" "2009-03-30"
## [141] "2009-03-31" "2009-04-01" "2009-04-02" "2009-04-03" "2009-04-04"
## [146] "2009-04-05" "2009-04-06" "2009-04-07" "2009-04-08" "2009-04-09"
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## [156] "2009-04-15" "2009-04-16" "2009-04-17" "2009-04-18" "2009-04-19"
## [161] "2009-04-20" "2009-04-21" "2009-04-22" "2009-04-23" "2009-04-24"
## [166] "2009-04-25" "2009-04-26" "2009-04-27" "2009-04-28" "2009-04-29"
## [171] "2009-04-30" "2009-05-01" "2009-05-02" "2009-05-03" "2009-05-04"
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## [201] "2009-05-30" "2009-05-31" "2009-06-01" "2009-06-02" "2009-06-03"
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## [216] "2009-06-14" "2009-06-15" "2009-06-16" "2009-06-17" "2009-06-18"
## [221] "2009-06-19" "2009-06-20" "2009-06-21" "2009-06-22" "2009-06-23"
## [226] "2009-06-24" "2009-06-25" "2009-06-26" "2009-06-27" "2009-06-28"
## [231] "2009-06-29" "2009-06-30" "2009-07-01" "2009-07-02" "2009-07-03"
## [236] "2009-07-07" "2009-07-08" "2009-07-09" "2009-07-10" "2009-07-11"
## [241] "2009-07-12" "2009-07-13" "2009-07-14" "2009-07-15" "2009-07-16"
## [246] "2009-07-17" "2009-07-18" "2009-07-19" "2009-07-20" "2009-07-21"
## [251] "2009-07-22" "2009-07-23" "2009-07-24" "2009-07-25" "2009-07-26"
## [256] "2009-07-27" "2009-07-28" "2009-07-29" "2009-07-30" "2009-07-31"
## [261] "2009-08-01" "2009-08-02" "2009-08-03" "2009-08-04" "2009-08-05"
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## [271] "2009-08-11" "2009-08-12" "2009-08-13" "2009-08-14" "2009-08-15"
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## [336] "2009-11-10" "2009-11-11" "2009-11-12" "2009-11-13" "2009-11-14"
## [341] "2009-11-15" "2009-11-16" "2009-11-17" "2009-11-18" "2009-11-19"
## [346] "2009-11-20" "2009-11-21" "2009-11-22" "2009-11-23" "2009-11-24"
## [351] "2009-11-25" "2009-11-26" "2009-11-27" "2009-11-28" "2009-11-29"
## [356] "2009-11-30" "2009-12-01" "2009-12-02" "2009-12-03" "2009-12-04"
## [361] "2009-12-05" "2009-12-06" "2009-12-07" "2009-12-08" "2009-12-09"
## [366] "2009-12-10" "2009-12-11" "2009-12-12" "2009-12-13" "2009-12-14"
## [371] "2009-12-15" "2009-12-16" "2009-12-17" "2009-12-18" "2009-12-19"
## [376] "2009-12-20" "2009-12-21" "2009-12-22" "2009-12-23" "2009-12-24"
## [381] "2009-12-25" "2009-12-26" "2009-12-27" "2009-12-28" "2009-12-29"
## [386] "2009-12-30" "2009-12-31" "2010-01-01" "2010-01-02" "2010-01-03"
## [391] "2010-01-04" "2010-01-05" "2010-01-06" "2010-01-07" "2010-01-08"
## [396] "2010-01-09" "2010-01-10" "2010-01-11" "2010-01-12" "2010-01-13"
## [401] "2010-01-14" "2010-01-15" "2010-01-16" "2010-01-17" "2010-01-18"
## [406] "2010-01-19" "2010-01-20" "2010-01-21" "2010-01-22" "2010-01-23"
## [411] "2010-01-24" "2010-01-25" "2010-01-26" "2010-01-27" "2010-01-28"
## [416] "2010-01-29" "2010-01-30" "2010-01-31" "2010-02-01" "2010-02-02"
## [421] "2010-02-03" "2010-02-05" "2010-02-06" "2010-02-07" "2010-02-08"
## [426] "2010-02-09" "2010-02-10" "2010-02-11" "2010-02-12" "2010-02-13"
## [431] "2010-02-14" "2010-02-15" "2010-02-16" "2010-02-17" "2010-02-18"
## [436] "2010-02-19" "2010-02-20" "2010-02-21" "2010-02-22" "2010-02-23"
## [441] "2010-02-24" "2010-02-25" "2010-02-26" "2010-02-27" "2010-02-28"
## [446] "2010-03-01" "2010-03-02" "2010-03-03" "2010-03-04" "2010-03-05"
## [451] "2010-03-06" "2010-03-07" "2010-03-08" "2010-03-09" "2010-03-10"
## [456] "2010-03-11" "2010-03-12" "2010-03-13" "2010-03-14" "2010-03-15"
## [461] "2010-03-16" "2010-03-17" "2010-03-18" "2010-03-19" "2010-03-20"
## [466] "2010-03-21" "2010-03-22" "2010-03-23" "2010-03-24" "2010-03-25"
## [471] "2010-03-26" "2010-03-27" "2010-03-28" "2010-03-29" "2010-03-30"
## [476] "2010-03-31" "2010-04-01" "2010-04-02" "2010-04-03" "2010-04-04"
## [481] "2010-04-05" "2010-04-06" "2010-04-07" "2010-04-08" "2010-04-09"
## [486] "2010-04-10" "2010-04-11" "2010-04-12" "2010-04-13" "2010-04-14"
## [491] "2010-04-15" "2010-04-16" "2010-04-17" "2010-04-18" "2010-04-19"
## [496] "2010-04-20" "2010-04-21" "2010-04-22" "2010-04-23" "2010-04-24"
## [501] "2010-04-25" "2010-04-26" "2010-04-27" "2010-04-28" "2010-04-29"
## [506] "2010-04-30" "2010-05-01" "2010-07-24" "2010-07-25" "2010-07-26"
## [511] "2010-07-27" "2010-07-28" "2010-07-29" "2010-07-30" "2010-07-31"
## [516] "2010-08-01" "2010-08-02" "2010-08-03" "2010-08-04" "2010-08-05"
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## [541] "2010-08-26" "2010-08-27" "2010-08-28" "2010-08-29" "2010-08-30"
## [546] "2010-08-31" "2010-09-01" "2010-11-23" "2010-11-24" "2010-11-25"
## [551] "2010-11-26" "2010-11-27" "2010-11-28" "2010-11-29" "2010-11-30"
## [556] "2010-12-01" "2010-12-02" "2010-12-03" "2010-12-04" "2010-12-05"
## [561] "2010-12-06" "2010-12-07" "2010-12-08" "2010-12-09" "2010-12-10"
## [566] "2010-12-11" "2010-12-12" "2010-12-13" "2010-12-14" "2010-12-15"
## [571] "2010-12-16" "2010-12-17" "2010-12-18" "2010-12-19" "2010-12-20"
## [576] "2010-12-21" "2010-12-22" "2010-12-23" "2010-12-24" "2010-12-25"
## [581] "2010-12-26" "2010-12-27" "2010-12-28" "2010-12-29" "2010-12-30"
## [586] "2010-12-31" "2011-01-01" "2011-01-02" "2011-01-03" "2011-01-04"
## [591] "2011-01-05" "2011-01-06" "2011-01-07" "2011-01-08" "2011-01-09"
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## [611] "2011-01-25" "2011-01-26" "2011-01-27" "2011-01-28" "2011-01-29"
## [616] "2011-01-30" "2011-01-31" "2011-02-01" "2011-02-02" "2011-02-03"
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## [626] "2011-02-09" "2011-02-10" "2011-02-11" "2011-02-12" "2011-02-13"
## [631] "2011-02-14" "2011-02-15" "2011-02-16" "2011-02-17" "2011-02-18"
## [636] "2011-02-19" "2011-02-20" "2011-02-21" "2011-02-22" "2011-02-23"
## [641] "2011-02-24" "2011-02-25" "2011-02-26" "2011-02-27" "2011-02-28"
## [646] "2011-03-01" "2011-03-02" "2011-03-03" "2011-03-04" "2011-03-05"
## [651] "2011-03-06" "2011-03-07" "2011-03-08" "2011-03-09" "2011-03-10"
## [656] "2011-03-11" "2011-03-12" "2011-03-13" "2011-03-14" "2011-03-15"
## [661] "2011-03-16" "2011-03-17" "2011-03-18" "2011-03-19" "2011-03-20"
## [666] "2011-03-21" "2011-03-22" "2011-03-23" "2011-03-24" "2011-03-25"
## [671] "2011-03-26" "2011-03-27" "2011-03-28" "2011-03-29" "2011-03-30"
## [676] "2011-03-31" "2011-04-01" "2011-04-02" "2011-04-03" "2011-04-04"
## [681] "2011-04-05" "2011-04-06" "2011-04-07" "2011-04-08" "2011-04-09"
## [686] "2011-04-10" "2011-04-11" "2011-04-12" "2011-04-13" "2011-04-14"
## [691] "2011-04-15" "2011-04-16" "2011-04-17" "2011-04-18" "2011-04-19"
## [696] "2011-04-20" "2011-04-21" "2011-04-22" "2011-04-23" "2011-04-24"
## [701] "2011-04-25" "2011-04-26" "2011-04-27" "2011-04-28" "2011-04-29"
## [706] "2011-04-30" "2011-05-01" "2011-06-27" "2011-06-28" "2011-06-29"
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## [716] "2011-07-05" "2011-07-06" "2011-07-07" "2011-07-08" "2011-07-09"
## [721] "2011-07-10" "2011-07-11" "2011-07-12" "2011-07-13" "2011-07-14"
## [726] "2011-07-15" "2011-07-16" "2011-07-17" "2011-07-18" "2011-07-19"
## [731] "2011-07-20" "2011-07-21" "2011-07-22" "2011-07-23" "2011-07-24"
## [736] "2011-07-25" "2011-07-26" "2011-07-27" "2011-07-28" "2011-07-29"
## [741] "2011-07-30" "2011-07-31" "2011-08-01" "2011-08-02" "2011-08-03"
## [746] "2011-08-04" "2011-08-05" "2011-08-06" "2011-08-07" "2011-08-08"
## [751] "2011-08-09" "2011-08-10" "2011-08-11" "2011-08-12" "2011-08-13"
## [756] "2011-08-14" "2011-08-15" "2011-08-16" "2011-08-17" "2011-08-18"
## [761] "2011-08-19" "2011-08-20" "2011-08-21" "2011-08-22" "2011-08-23"
## [766] "2011-08-24" "2011-08-25" "2011-08-26" "2011-08-27" "2011-08-28"
## [771] "2011-08-29" "2011-08-30" "2011-08-31" "2011-09-01" "2011-09-02"
## [776] "2011-09-03" "2011-09-04" "2011-09-05" "2011-09-06" "2011-09-07"
## [781] "2011-09-08" "2011-09-09" "2011-09-10" "2011-09-11" "2011-09-12"
## [786] "2011-09-13" "2011-09-14" "2011-09-15" "2011-09-16" "2011-09-17"
## [791] "2011-09-18" "2011-09-19" "2011-09-20" "2011-09-21" "2011-09-22"
## [796] "2011-09-23" "2011-09-24" "2011-09-25" "2011-09-26" "2011-09-27"
## [801] "2011-09-28" "2011-09-29" "2011-09-30" "2011-10-01" "2011-10-02"
## [806] "2011-10-03" "2011-10-04" "2011-10-05" "2011-10-06" "2011-10-07"
## [811] "2011-10-08" "2011-10-09" "2011-10-10" "2011-10-11" "2011-10-12"
## [816] "2011-10-13" "2011-10-14" "2011-10-15" "2011-10-16" "2011-10-17"
## [821] "2011-10-18" "2011-10-19" "2011-10-20" "2011-10-21" "2011-10-22"
## [826] "2011-10-23" "2011-10-24" "2011-10-25" "2011-10-26" "2011-10-27"
## [831] "2011-10-28" "2011-10-29" "2011-10-30" "2011-10-31" "2011-11-01"
## [836] "2011-11-02" "2011-11-03" "2011-11-04" "2011-11-05" "2011-11-06"
## [841] "2011-11-07" "2011-11-08" "2011-11-09" "2011-11-10" "2011-11-11"
## [846] "2011-11-12" "2011-11-13" "2011-11-14" "2011-11-15" "2011-11-16"
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## [856] "2011-11-22" "2011-11-23" "2011-11-24" "2011-11-25" "2011-11-26"
## [861] "2011-11-27" "2011-11-28" "2011-11-29" "2011-11-30" "2011-12-01"
## [866] "2011-12-02" "2011-12-03" "2011-12-04" "2011-12-05" "2011-12-06"
## [871] "2011-12-07" "2011-12-08" "2011-12-09" "2011-12-10" "2011-12-11"
## [876] "2011-12-12" "2011-12-13" "2011-12-14" "2011-12-15" "2011-12-16"
## [881] "2011-12-17" "2011-12-18" "2011-12-19" "2011-12-20" "2011-12-21"
## [886] "2011-12-22" "2011-12-23" "2011-12-24" "2011-12-25" "2011-12-26"
## [891] "2011-12-27" "2011-12-28" "2011-12-29" "2011-12-30" "2011-12-31"
## [896] "2012-01-01" "2012-04-02" "2012-04-03" "2012-04-04" "2012-04-05"
## [901] "2012-04-06" "2012-04-07" "2012-04-08" "2012-04-09" "2012-04-10"
## [906] "2012-04-11" "2012-04-12" "2012-04-13" "2012-04-14" "2012-04-15"
## [911] "2012-04-16" "2012-04-17" "2012-04-18" "2012-04-19" "2012-04-20"
## [916] "2012-04-21" "2012-04-22" "2012-04-23" "2012-04-24" "2012-04-25"
## [921] "2012-04-26" "2012-04-27" "2012-04-28" "2012-04-29" "2012-04-30"
## [926] "2012-05-01" "2012-05-02" "2012-05-03" "2012-05-04" "2012-05-05"
## [931] "2012-05-06" "2012-05-07" "2012-05-08" "2012-05-09" "2012-05-10"
## [936] "2012-05-11" "2012-05-12" "2012-05-13" "2012-05-14" "2012-05-15"
## [941] "2012-05-16" "2012-05-17" "2012-05-18" "2012-05-19" "2012-05-20"
## [946] "2012-05-21" "2012-05-22" "2012-05-23" "2012-05-24" "2012-05-25"
## [951] "2012-05-26" "2012-05-27" "2012-05-28" "2012-05-29" "2012-05-30"
## [956] "2012-05-31" "2012-06-01" "2012-06-02" "2012-06-03" "2012-06-04"
## [961] "2012-06-05" "2012-06-06" "2012-06-07" "2012-06-08" "2012-06-09"
## [966] "2012-06-10" "2012-06-11" "2012-06-12" "2012-06-13" "2012-06-14"
## [971] "2012-06-15" "2012-06-16" "2012-06-17" "2012-06-18" "2012-06-19"
## [976] "2012-06-20" "2012-06-21" "2012-06-22" "2012-06-23" "2012-06-24"
## [981] "2012-06-25" "2012-06-26" "2012-06-27" "2012-06-28" "2012-06-29"
## [986] "2012-06-30" "2012-07-01" "2012-07-02" "2012-07-03" "2012-07-04"
## [991] "2012-07-05" "2012-07-06" "2012-07-07" "2012-07-08" "2012-07-09"
## [996] "2012-07-10" "2012-07-11" "2012-07-12" "2012-07-13" "2012-07-14"
## [1001] "2012-07-15" "2012-07-16" "2012-07-17" "2012-07-18" "2012-07-19"
## [1006] "2012-07-20" "2012-07-21" "2012-07-22" "2012-07-23" "2012-07-24"
## [1011] "2012-07-25" "2012-07-26" "2012-07-27" "2012-07-28" "2012-07-29"
## [1016] "2012-07-30" "2012-07-31" "2012-08-01" "2012-08-02" "2012-08-03"
## [1021] "2012-08-04" "2012-08-05" "2012-08-06" "2012-08-07" "2012-08-08"
## [1026] "2012-08-09" "2012-08-10" "2012-08-11" "2012-08-12" "2012-08-13"
## [1031] "2012-08-14" "2012-08-15" "2012-08-16" "2012-08-17" "2012-08-18"
## [1036] "2012-08-19" "2012-08-20" "2012-08-21" "2012-08-22" "2012-08-23"
## [1041] "2012-08-24" "2012-08-25" "2012-08-26" "2012-08-27" "2012-08-28"
## [1046] "2012-08-29" "2012-08-30" "2012-08-31" "2012-09-01" "2013-01-01"
## [1051] "2013-01-02" "2013-01-03" "2013-01-04" "2013-01-05" "2013-01-06"
## [1056] "2013-01-07" "2013-01-13" "2013-01-14" "2013-01-15" "2013-01-16"
## [1061] "2013-01-17" "2013-01-18" "2013-01-19" "2013-01-20" "2013-01-21"
## [1066] "2013-01-22" "2013-01-23" "2013-01-24" "2013-01-25" "2013-01-26"
## [1071] "2013-01-27" "2013-01-28" "2013-01-29" "2013-01-30" "2013-01-31"
## [1076] "2013-02-01" "2013-02-02" "2013-02-03" "2013-02-04" "2013-02-05"
## [1081] "2013-02-06" "2013-02-07" "2013-02-08" "2013-02-09" "2013-02-10"
## [1086] "2013-02-11" "2013-02-12" "2013-02-13" "2013-02-14" "2013-02-15"
## [1091] "2013-02-16" "2013-02-17" "2013-02-18" "2013-02-19" "2013-02-20"
## [1096] "2013-02-21" "2013-02-22" "2013-02-23" "2013-02-24" "2013-02-25"
## [1101] "2013-02-26" "2013-02-27" "2013-02-28" "2013-03-01" "2013-03-02"
## [1106] "2013-03-03" "2013-03-04" "2013-03-05" "2013-03-06" "2013-03-07"
## [1111] "2013-03-08" "2013-03-09" "2013-03-10" "2013-03-11" "2013-03-12"
## [1116] "2013-03-13" "2013-03-14" "2013-03-15" "2013-03-16" "2013-03-17"
## [1121] "2013-03-18" "2013-03-19" "2013-03-20" "2013-03-21" "2013-03-22"
## [1126] "2013-03-23" "2013-03-24" "2013-03-25" "2013-03-26" "2013-03-27"
## [1131] "2013-03-28" "2013-03-29" "2013-03-30" "2013-03-31" "2013-04-01"
## [1136] "2013-04-02" "2013-04-03" "2013-04-04" "2013-04-05" "2013-04-06"
## [1141] "2013-04-07" "2013-04-08" "2013-04-09" "2013-04-10" "2013-04-11"
## [1146] "2013-04-12" "2013-04-13" "2013-04-14" "2013-04-15" "2013-04-16"
## [1151] "2013-04-17" "2013-04-18" "2013-04-19" "2013-04-20" "2013-04-21"
## [1156] "2013-04-22" "2013-04-23" "2013-04-24" "2013-04-25" "2013-04-26"
## [1161] "2013-04-27" "2013-04-28" "2013-04-29" "2013-04-30" "2013-05-01"
## [1166] "2013-05-02" "2013-05-03" "2013-05-04" "2013-05-05" "2013-05-06"
## [1171] "2013-05-07" "2013-05-08" "2013-05-09" "2013-05-10" "2013-05-11"
## [1176] "2013-05-12" "2013-05-13" "2013-05-14" "2013-05-15" "2013-05-16"
## [1181] "2013-05-17" "2013-05-18" "2013-05-19" "2013-05-20" "2013-05-21"
## [1186] "2013-05-22" "2013-05-23" "2013-05-24" "2013-05-25" "2013-05-26"
## [1191] "2013-05-27" "2013-05-28" "2013-05-29" "2013-05-30" "2013-05-31"
## [1196] "2013-06-01" "2013-06-02" "2013-06-03" "2013-06-04" "2013-06-05"
## [1201] "2013-06-06" "2013-06-07" "2013-06-08" "2013-06-09" "2013-06-10"
## [1206] "2013-06-11" "2013-06-12" "2013-06-13" "2013-06-14" "2013-06-15"
## [1211] "2013-06-16" "2013-06-17" "2013-06-18" "2013-06-19" "2013-06-20"
## [1216] "2013-06-21" "2013-06-22" "2013-06-23" "2013-06-24" "2013-06-25"
## [1221] "2013-06-26" "2013-06-27" "2013-06-28" "2013-06-29" "2013-06-30"
## [1226] "2013-07-01" "2013-07-02" "2013-07-03" "2013-07-04" "2013-07-05"
## [1231] "2013-07-06" "2013-07-07" "2013-07-08" "2013-07-09" "2013-07-10"
## [1236] "2013-07-11" "2013-07-12" "2013-07-13" "2013-07-14" "2013-07-15"
## [1241] "2013-07-16" "2013-07-17" "2013-07-18" "2013-07-19" "2013-07-20"
## [1246] "2013-07-21" "2013-07-22" "2013-07-23" "2013-07-24" "2013-07-25"
## [1251] "2013-07-26" "2013-07-27" "2013-07-28" "2013-07-29" "2013-07-30"
## [1256] "2013-07-31" "2013-08-01" "2013-08-02" "2013-08-03" "2013-08-04"
## [1261] "2013-08-05" "2013-08-06" "2013-08-07" "2013-08-08" "2013-08-09"
## [1266] "2013-08-10" "2013-08-11" "2013-08-12" "2013-08-13" "2013-08-14"
## [1271] "2013-08-15" "2013-08-16" "2013-08-17" "2013-08-18" "2013-08-19"
## [1276] "2013-08-20" "2013-08-21" "2013-08-22" "2013-08-23" "2013-08-24"
## [1281] "2013-08-25" "2013-08-26" "2013-08-27" "2013-08-28" "2013-08-29"
## [1286] "2013-08-30" "2013-08-31" "2013-09-01" "2013-12-09" "2013-12-10"
## [1291] "2013-12-11" "2013-12-12" "2013-12-13" "2013-12-14" "2013-12-15"
## [1296] "2013-12-16" "2013-12-17" "2013-12-18" "2013-12-19" "2013-12-20"
## [1301] "2013-12-21" "2013-12-22" "2013-12-23" "2013-12-24" "2013-12-25"
## [1306] "2013-12-26" "2013-12-27" "2013-12-28" "2013-12-29" "2013-12-30"
## [1311] "2013-12-31" "2014-01-01" "2014-01-02" "2014-01-03" "2014-01-04"
## [1316] "2014-01-05" "2014-01-06" "2014-01-07" "2014-01-08" "2014-01-09"
## [1321] "2014-01-10" "2014-01-11" "2014-01-12" "2014-01-13" "2014-01-14"
## [1326] "2014-01-15" "2014-01-16" "2014-01-17" "2014-01-18" "2014-01-19"
## [1331] "2014-01-20" "2014-01-21" "2014-01-22" "2014-01-23" "2014-01-24"
## [1336] "2014-01-25" "2014-01-26" "2014-01-27" "2014-01-28" "2014-01-29"
## [1341] "2014-01-30" "2014-01-31" "2014-02-01" "2014-02-02" "2014-02-03"
## [1346] "2014-02-04" "2014-02-05" "2014-02-06" "2014-02-07" "2014-02-08"
## [1351] "2014-02-09" "2014-02-10" "2014-02-11" "2014-02-12" "2014-02-13"
## [1356] "2014-02-14" "2014-02-15" "2014-02-16" "2014-02-17" "2014-02-18"
## [1361] "2014-02-19" "2014-02-20" "2014-02-21" "2014-02-22" "2014-02-23"
## [1366] "2014-02-24" "2014-02-25" "2014-02-26" "2014-02-27" "2014-02-28"
## [1371] "2014-03-01" "2014-04-29" "2014-04-30" "2014-05-01" "2014-05-02"
## [1376] "2014-05-03" "2014-05-04" "2014-05-05" "2014-05-06" "2014-05-07"
## [1381] "2014-05-08" "2014-05-09" "2014-05-10" "2014-05-11" "2014-05-12"
## [1386] "2014-05-13" "2014-05-14" "2014-05-15" "2014-05-16" "2014-05-17"
## [1391] "2014-05-18" "2014-05-19" "2014-05-20" "2014-05-21" "2014-05-22"
## [1396] "2014-05-23" "2014-05-24" "2014-05-25" "2014-05-26" "2014-05-27"
## [1401] "2014-05-28" "2014-05-29" "2014-05-30" "2014-05-31" "2014-06-01"
## [1406] "2014-06-02" "2014-06-03" "2014-06-04" "2014-06-05" "2014-06-06"
## [1411] "2014-06-07" "2014-06-08" "2014-06-09" "2014-06-10" "2014-06-11"
## [1416] "2014-06-12" "2014-06-13" "2014-06-14" "2014-06-15" "2014-06-16"
## [1421] "2014-06-17" "2014-06-18" "2014-06-19" "2014-06-20" "2014-06-21"
## [1426] "2014-06-22" "2014-06-23" "2014-06-24" "2014-06-25" "2014-06-26"
## [1431] "2014-06-27" "2014-06-28" "2014-06-29" "2014-06-30" "2014-07-01"
## [1436] "2014-07-02" "2014-07-03" "2014-07-04" "2014-07-05" "2014-07-06"
## [1441] "2014-07-07" "2014-07-08" "2014-07-09" "2014-07-10" "2014-07-11"
## [1446] "2014-07-12" "2014-07-13" "2014-07-14" "2014-07-15" "2014-07-16"
## [1451] "2014-07-17" "2014-07-18" "2014-07-19" "2014-07-20" "2014-07-22"
## [1456] "2014-07-23" "2014-07-24" "2014-07-25" "2014-07-26" "2014-07-27"
## [1461] "2014-07-28" "2014-07-29" "2014-07-30" "2014-07-31" "2014-08-01"
## [1466] "2014-08-02" "2014-08-03" "2014-08-04" "2014-08-05" "2014-08-06"
## [1471] "2014-08-07" "2014-08-08" "2014-08-09" "2014-08-10" "2014-08-11"
## [1476] "2014-08-12" "2014-08-13" "2014-08-14" "2014-08-15" "2014-08-16"
## [1481] "2014-08-17" "2014-08-18" "2014-08-19" "2014-08-20" "2014-08-21"
## [1486] "2014-08-22" "2014-08-23" "2014-08-24" "2014-08-25" "2014-08-26"
## [1491] "2014-08-27" "2014-08-28" "2014-08-29" "2014-08-30" "2014-08-31"
## [1496] "2014-09-01" "2014-12-08" "2014-12-09" "2014-12-10" "2014-12-11"
## [1501] "2014-12-12" "2014-12-13" "2014-12-14" "2014-12-15" "2014-12-16"
## [1506] "2014-12-17" "2014-12-18" "2014-12-19" "2014-12-20" "2014-12-21"
## [1511] "2014-12-22" "2014-12-23" "2014-12-24" "2014-12-25" "2014-12-26"
## [1516] "2014-12-27" "2014-12-28" "2014-12-29" "2014-12-30" "2014-12-31"
## [1521] "2015-01-01" "2015-01-02" "2015-01-03" "2015-01-04" "2015-01-05"
## [1526] "2015-01-06" "2015-01-07" "2015-01-08" "2015-01-09" "2015-01-10"
## [1531] "2015-01-11" "2015-01-12" "2015-01-13" "2015-01-14" "2015-01-15"
## [1536] "2015-01-16" "2015-01-17" "2015-01-18" "2015-01-19" "2015-01-20"
## [1541] "2015-01-21" "2015-01-22" "2015-01-23" "2015-01-24" "2015-01-25"
## [1546] "2015-01-26" "2015-01-27" "2015-01-28" "2015-01-29" "2015-01-30"
## [1551] "2015-01-31" "2015-02-01" "2015-02-02" "2015-02-03" "2015-02-04"
## [1556] "2015-02-05" "2015-02-06" "2015-02-07" "2015-02-08" "2015-02-09"
## [1561] "2015-02-10" "2015-02-11" "2015-02-12" "2015-02-13" "2015-02-14"
## [1566] "2015-02-15" "2015-02-16" "2015-02-17" "2015-02-18" "2015-02-19"
## [1571] "2015-02-20" "2015-02-21" "2015-02-22" "2015-02-23" "2015-02-24"
## [1576] "2015-02-25" "2015-02-26" "2015-02-27" "2015-02-28" "2015-03-01"
## [1581] "2015-03-02" "2015-03-03" "2015-03-04" "2015-03-05" "2015-03-06"
## [1586] "2015-03-07" "2015-03-08" "2015-03-09" "2015-03-10" "2015-03-11"
## [1591] "2015-03-12" "2015-03-13" "2015-03-14" "2015-03-15" "2015-03-16"
## [1596] "2015-03-17" "2015-03-18" "2015-03-19" "2015-03-20" "2015-03-21"
## [1601] "2015-03-22" "2015-03-23" "2015-03-24" "2015-03-25" "2015-03-26"
## [1606] "2015-03-27" "2015-03-28" "2015-03-29" "2015-03-30" "2015-03-31"
## [1611] "2015-04-01" "2015-04-02" "2015-04-03" "2015-04-04" "2015-04-05"
## [1616] "2015-04-06" "2015-04-07" "2015-04-08" "2015-04-09" "2015-04-10"
## [1621] "2015-04-11" "2015-04-12" "2015-04-13" "2015-04-14" "2015-04-15"
## [1626] "2015-04-16" "2015-04-17" "2015-04-18" "2015-04-19" "2015-04-20"
## [1631] "2015-04-21" "2015-04-22" "2015-04-23" "2015-04-24" "2015-04-25"
## [1636] "2015-04-26" "2015-04-27" "2015-04-28" "2015-04-29" "2015-04-30"
## [1641] "2015-05-01" "2015-05-02" "2015-05-03" "2015-05-04" "2015-05-05"
## [1646] "2015-05-06" "2015-05-07" "2015-05-08" "2015-05-09" "2015-05-10"
## [1651] "2015-05-11" "2015-05-12" "2015-05-13" "2015-05-14" "2015-05-15"
## [1656] "2015-05-16" "2015-05-17" "2015-05-18" "2015-05-19" "2015-05-20"
## [1661] "2015-05-21" "2015-05-22" "2015-05-23" "2015-05-24" "2015-05-25"
## [1666] "2015-05-26" "2015-05-27" "2015-05-28" "2015-05-29" "2015-05-30"
## [1671] "2015-05-31" "2015-06-01" "2015-06-02" "2015-06-03" "2015-06-04"
## [1676] "2015-06-05" "2015-06-06" "2015-06-07" "2015-06-08" "2015-06-09"
## [1681] "2015-06-10" "2015-06-11" "2015-06-12" "2015-06-13" "2015-06-14"
## [1686] "2015-06-15" "2015-06-16" "2015-06-17" "2015-06-18" "2015-06-19"
## [1691] "2015-06-20" "2015-06-21" "2015-06-22" "2015-06-23" "2015-06-24"
## [1696] "2015-06-25" "2015-06-26" "2015-06-27" "2015-06-28" "2015-06-29"
## [1701] "2015-06-30" "2015-07-01" "2015-07-02" "2015-07-03" "2015-07-04"
## [1706] "2015-07-05" "2015-07-06" "2015-07-07" "2015-07-08" "2015-07-09"
## [1711] "2015-07-10" "2015-07-11" "2015-07-12" "2015-07-13" "2015-07-14"
## [1716] "2015-07-15" "2015-07-16" "2015-07-17" "2015-07-18" "2015-07-19"
## [1721] "2015-07-20" "2015-07-21" "2015-07-22" "2015-07-23" "2015-07-24"
## [1726] "2015-07-25" "2015-07-26" "2015-07-27" "2015-07-28" "2015-07-29"
## [1731] "2015-07-30" "2015-07-31" "2015-08-01" "2015-08-02" "2015-08-03"
## [1736] "2015-08-04" "2015-08-05" "2015-08-06" "2015-08-07" "2015-08-08"
## [1741] "2015-08-09" "2015-08-10" "2015-08-11" "2015-08-12" "2015-08-13"
## [1746] "2015-08-14" "2015-08-15" "2015-08-16" "2015-08-17" "2015-08-18"
## [1751] "2015-08-19" "2015-08-20" "2015-08-21" "2015-08-22" "2015-08-23"
## [1756] "2015-08-24" "2015-08-25" "2015-08-26" "2015-08-27" "2015-08-28"
## [1761] "2015-08-29" "2015-08-30" "2015-08-31" "2015-09-01" "2015-09-02"
## [1766] "2015-09-03" "2015-09-04" "2015-09-05" "2015-09-06" "2015-09-07"
## [1771] "2015-09-08" "2015-09-09" "2015-09-10" "2015-09-11" "2015-09-12"
## [1776] "2015-09-13" "2015-09-14" "2015-09-15" "2015-09-16" "2015-09-17"
## [1781] "2015-09-18" "2015-09-19" "2015-09-20" "2015-09-21" "2015-09-22"
## [1786] "2015-09-23" "2015-09-24" "2015-09-25" "2015-09-26" "2015-09-27"
## [1791] "2015-09-28" "2015-09-29" "2015-09-30" "2015-10-01" "2015-10-02"
## [1796] "2015-10-03" "2015-10-04" "2015-10-05" "2015-10-06" "2015-10-07"
## [1801] "2015-10-08" "2015-10-09" "2015-10-10" "2015-10-11" "2015-10-12"
## [1806] "2015-10-13" "2015-10-14" "2015-10-15" "2015-10-16" "2015-10-17"
## [1811] "2015-10-18" "2015-10-19" "2015-10-20" "2015-10-21" "2015-10-22"
## [1816] "2015-10-23" "2015-10-24" "2015-10-25" "2015-10-26" "2015-10-27"
## [1821] "2015-10-28" "2015-10-29" "2015-10-30" "2015-10-31" "2015-11-01"
## [1826] "2015-11-02" "2015-11-03" "2015-11-04" "2015-11-05" "2015-11-06"
## [1831] "2015-11-07" "2015-11-08" "2015-11-09" "2015-11-10" "2015-11-11"
## [1836] "2015-11-12" "2015-11-13" "2015-11-14" "2015-11-15" "2015-11-16"
## [1841] "2015-11-17" "2015-11-18" "2015-11-19" "2015-11-20" "2015-11-21"
## [1846] "2015-11-22" "2015-11-23" "2015-11-24" "2015-11-25" "2015-11-26"
## [1851] "2015-11-27" "2015-11-28" "2015-11-29" "2015-11-30" "2015-12-01"
## [1856] "2015-12-02" "2015-12-03" "2015-12-04" "2015-12-05" "2015-12-06"
## [1861] "2015-12-07" "2015-12-08" "2015-12-09" "2015-12-10" "2015-12-11"
## [1866] "2015-12-12" "2015-12-13" "2015-12-14" "2015-12-15" "2015-12-16"
## [1871] "2015-12-17" "2015-12-18" "2015-12-19" "2015-12-20" "2015-12-21"
## [1876] "2015-12-22" "2015-12-23" "2015-12-24" "2015-12-25" "2015-12-26"
## [1881] "2015-12-27" "2015-12-28" "2015-12-29" "2015-12-30" "2015-12-31"
## [1886] "2016-01-01" "2016-01-02" "2016-01-03" "2016-01-04" "2016-01-05"
## [1891] "2016-01-06" "2016-01-07" "2016-01-08" "2016-01-09" "2016-01-10"
## [1896] "2016-01-11" "2016-01-12" "2016-01-13" "2016-01-14" "2016-01-15"
## [1901] "2016-01-16" "2016-01-17" "2016-01-18" "2016-01-19" "2016-01-20"
## [1906] "2016-01-21" "2016-01-22" "2016-01-23" "2016-01-24" "2016-01-25"
## [1911] "2016-01-26" "2016-01-27" "2016-01-28" "2016-01-29" "2016-01-30"
## [1916] "2016-01-31" "2016-02-01" "2016-02-02" "2016-02-03" "2016-02-04"
## [1921] "2016-02-05" "2016-02-06" "2016-02-07" "2016-02-08" "2016-02-09"
## [1926] "2016-02-10" "2016-02-11" "2016-02-12" "2016-02-13" "2016-02-14"
## [1931] "2016-02-15" "2016-02-16" "2016-02-17" "2016-02-18" "2016-02-19"
## [1936] "2016-02-20" "2016-02-21" "2016-02-22" "2016-02-23" "2016-02-24"
## [1941] "2016-02-25" "2016-02-26" "2016-02-27" "2016-02-28" "2016-02-29"
## [1946] "2016-03-01" "2016-03-02" "2016-03-03" "2016-03-04" "2016-03-05"
## [1951] "2016-03-06" "2016-03-07" "2016-03-08" "2016-03-09" "2016-03-10"
## [1956] "2016-03-11" "2016-03-12" "2016-03-13" "2016-03-14" "2016-03-15"
## [1961] "2016-03-16" "2016-03-17" "2016-03-18" "2016-03-19" "2016-03-20"
## [1966] "2016-03-21" "2016-03-22" "2016-03-23" "2016-03-24" "2016-03-25"
## [1971] "2016-03-26" "2016-03-27" "2016-03-28" "2016-03-29" "2016-03-30"
## [1976] "2016-03-31" "2016-04-01" "2016-04-02" "2016-04-03" "2016-04-04"
## [1981] "2016-04-05" "2016-04-06" "2016-04-07" "2016-04-08" "2016-04-09"
## [1986] "2016-04-10" "2016-04-11" "2016-04-12" "2016-04-13" "2016-04-14"
## [1991] "2016-04-15" "2016-04-16" "2016-04-17" "2016-04-18" "2016-04-19"
## [1996] "2016-04-20" "2016-04-21" "2016-04-22" "2016-04-23" "2016-04-24"
## [2001] "2016-04-25" "2016-04-26" "2016-04-27" "2016-04-28" "2016-04-29"
## [2006] "2016-04-30" "2016-05-01" "2016-06-14" "2016-06-15" "2016-06-16"
## [2011] "2016-06-17" "2016-06-18" "2016-06-19" "2016-06-20" "2016-06-21"
## [2016] "2016-06-22" "2016-06-23" "2016-06-24" "2016-06-25" "2016-06-26"
## [2021] "2016-06-27" "2016-06-28" "2016-06-29" "2016-06-30" "2016-07-01"
## [2026] "2016-07-02" "2016-07-03" "2016-07-04" "2016-07-05" "2016-07-06"
## [2031] "2016-07-07" "2016-07-08" "2016-07-09" "2016-07-10" "2016-07-11"
## [2036] "2016-07-12" "2016-07-13" "2016-07-14" "2016-07-15" "2016-07-16"
## [2041] "2016-07-17" "2016-07-18" "2016-07-19" "2016-07-20" "2016-07-21"
## [2046] "2016-07-22" "2016-07-23" "2016-07-24" "2016-07-25" "2016-07-26"
## [2051] "2016-07-27" "2016-07-28" "2016-07-29" "2016-07-30" "2016-07-31"
## [2056] "2016-08-01" "2016-08-02" "2016-08-03" "2016-08-04" "2016-08-05"
## [2061] "2016-08-06" "2016-08-07" "2016-08-08" "2016-08-09" "2016-08-10"
## [2066] "2016-08-11" "2016-08-12" "2016-08-13" "2016-08-14" "2016-08-15"
## [2071] "2016-08-16" "2016-08-17" "2016-08-18" "2016-08-19" "2016-08-20"
## [2076] "2016-08-21" "2016-08-22" "2016-08-23" "2016-08-24" "2016-08-25"
## [2081] "2016-08-26" "2016-08-27" "2016-08-28" "2016-08-29" "2016-08-30"
## [2086] "2016-08-31" "2016-09-01" "2016-09-02" "2016-09-03" "2016-09-04"
## [2091] "2016-09-05" "2016-09-06" "2016-09-07" "2016-09-08" "2016-09-09"
## [2096] "2016-09-10" "2016-09-11" "2016-09-12" "2016-09-13" "2016-09-14"
## [2101] "2016-09-15" "2016-09-16" "2016-09-17" "2016-09-18" "2016-09-19"
## [2106] "2016-09-20" "2016-09-21" "2016-09-22" "2016-09-23" "2016-09-24"
## [2111] "2016-09-25" "2016-09-26" "2016-09-27" "2016-09-28" "2016-09-29"
## [2116] "2016-09-30" "2016-10-01" "2016-10-02" "2016-10-03" "2016-10-04"
## [2121] "2016-10-05" "2016-10-06" "2016-10-07" "2016-10-08" "2016-10-09"
## [2126] "2016-10-10" "2016-10-11" "2016-10-12" "2016-10-13" "2016-10-14"
## [2131] "2016-10-15" "2016-10-16" "2016-10-17" "2016-10-18" "2016-10-19"
## [2136] "2016-10-20" "2016-10-21" "2016-10-22" "2016-10-23" "2016-10-24"
## [2141] "2016-10-25" "2016-10-26" "2016-10-27" "2016-10-28" "2016-10-29"
## [2146] "2016-10-30" "2016-10-31" "2016-11-01" "2016-11-02" "2016-11-03"
## [2151] "2016-11-04" "2016-11-05" "2016-11-06" "2016-11-07" "2016-11-08"
## [2156] "2016-11-09" "2016-11-10" "2016-11-11" "2016-11-12" "2016-11-13"
## [2161] "2016-11-14" "2016-11-15" "2016-11-16" "2016-11-17" "2016-11-18"
## [2166] "2016-11-19" "2016-11-20" "2016-11-21" "2016-11-22" "2016-11-23"
## [2171] "2016-11-24" "2016-11-25" "2016-11-26" "2016-11-27" "2016-11-28"
## [2176] "2016-11-29" "2016-11-30" "2016-12-01" "2016-12-02" "2016-12-03"
## [2181] "2016-12-04" "2016-12-05" "2016-12-06" "2016-12-07" "2016-12-08"
## [2186] "2016-12-09" "2016-12-10" "2016-12-11" "2016-12-12" "2016-12-13"
## [2191] "2016-12-14" "2016-12-15" "2016-12-16" "2016-12-17" "2016-12-18"
## [2196] "2016-12-19" "2016-12-20" "2016-12-21" "2016-12-22" "2016-12-23"
## [2201] "2016-12-24" "2016-12-25" "2016-12-26" "2016-12-27" "2016-12-29"
## [2206] "2016-12-30" "2016-12-31" "2017-01-01" "2017-01-02" "2017-01-03"
## [2211] "2017-01-04" "2017-01-05" "2017-01-06" "2017-01-07" "2017-01-08"
## [2216] "2017-01-09" "2017-01-10" "2017-01-11" "2017-01-12" "2017-01-13"
## [2221] "2017-01-14" "2017-01-15" "2017-01-16" "2017-01-17" "2017-01-18"
## [2226] "2017-01-19" "2017-01-20" "2017-01-21" "2017-01-22" "2017-01-23"
## [2231] "2017-01-24" "2017-01-25" "2017-01-26" "2017-01-27" "2017-01-28"
## [2236] "2017-01-29" "2017-01-30" "2017-01-31" "2017-02-01" "2017-02-02"
## [2241] "2017-02-03" "2017-02-04" "2017-02-05" "2017-02-06" "2017-02-07"
## [2246] "2017-02-08" "2017-02-09" "2017-02-10" "2017-02-11" "2017-02-12"
## [2251] "2017-02-13" "2017-02-14" "2017-02-15" "2017-02-16" "2017-02-17"
## [2256] "2017-02-18" "2017-02-19" "2017-02-20" "2017-02-21" "2017-02-22"
## [2261] "2017-02-23" "2017-02-24" "2017-02-25" "2017-02-26" "2017-02-27"
## [2266] "2017-02-28" "2017-03-01" "2017-03-02" "2017-03-03" "2017-03-04"
## [2271] "2017-03-05" "2017-03-06" "2017-03-07" "2017-03-08" "2017-03-09"
## [2276] "2017-03-10" "2017-03-11" "2017-03-12" "2017-03-13" "2017-03-14"
## [2281] "2017-03-15" "2017-03-16" "2017-03-17" "2017-03-18" "2017-03-19"
## [2286] "2017-03-20" "2017-03-21" "2017-03-22" "2017-03-23" "2017-03-24"
## [2291] "2017-03-25" "2017-03-26" "2017-03-27" "2017-03-28" "2017-03-29"
## [2296] "2017-03-30" "2017-03-31" "2017-04-01" "2017-04-02" "2017-04-03"
## [2301] "2017-04-04" "2017-04-05" "2017-04-06" "2017-04-07" "2017-04-08"
## [2306] "2017-04-09" "2017-04-10" "2017-04-11" "2017-04-12" "2017-04-13"
## [2311] "2017-04-14" "2017-04-15" "2017-04-16" "2017-04-17" "2017-04-18"
## [2316] "2017-04-19" "2017-04-20" "2017-04-21" "2017-04-22" "2017-04-23"
## [2321] "2017-04-24" "2017-04-25" "2017-04-26" "2017-04-27" "2017-04-28"
## [2326] "2017-04-29" "2017-04-30" "2017-05-01" "2017-05-02" "2017-05-03"
## [2331] "2017-05-04" "2017-05-05" "2017-05-06" "2017-05-07" "2017-05-08"
## [2336] "2017-05-09" "2017-05-10" "2017-05-11" "2017-05-12" "2017-05-13"
## [2341] "2017-05-14" "2017-05-15" "2017-05-16" "2017-05-17" "2017-05-18"
## [2346] "2017-05-19" "2017-05-20" "2017-05-21" "2017-05-22" "2017-05-23"
## [2351] "2017-05-24" "2017-05-25" "2017-05-26" "2017-05-27" "2017-05-28"
## [2356] "2017-05-29" "2017-05-30" "2017-05-31" "2017-06-01" "2017-06-02"
## [2361] "2017-06-03" "2017-06-04" "2017-06-05" "2017-06-06" "2017-06-07"
## [2366] "2017-06-08" "2017-06-09" "2017-06-10" "2017-06-11" "2017-06-12"
## [2371] "2017-06-13" "2017-06-14" "2017-06-15" "2017-06-16" "2017-06-17"
## [2376] "2017-06-18" "2017-06-19" "2017-06-20" "2017-06-21" "2017-06-22"
## [2381] "2017-06-23" "2017-06-24" "2017-06-25" "2017-06-26" "2017-06-27"
## [2386] "2017-06-28" "2017-06-29" "2017-06-30" "2017-07-01" "2017-07-02"
## [2391] "2017-07-03" "2017-07-04" "2017-07-05" "2017-07-06" "2017-07-07"
## [2396] "2017-07-08" "2017-07-09" "2017-07-10" "2017-07-11" "2017-07-12"
## [2401] "2017-07-13" "2017-07-14" "2017-07-15" "2017-07-16" "2017-07-17"
## [2406] "2017-07-18" "2017-07-19" "2017-07-20" "2017-07-21" "2017-07-22"
## [2411] "2017-07-23" "2017-07-24" "2017-07-25" "2017-07-26" "2017-07-27"
## [2416] "2017-07-28" "2017-07-29" "2017-07-30" "2017-07-31" "2017-08-01"
## [2421] "2017-08-02" "2017-08-03" "2017-08-04" "2017-08-05" "2017-08-06"
## [2426] "2017-08-07" "2017-08-08" "2017-08-09" "2017-08-10" "2017-08-11"
## [2431] "2017-08-12" "2017-08-13" "2017-08-14" "2017-08-15" "2017-08-16"
## [2436] "2017-08-17" "2017-08-18" "2017-08-19" "2017-08-20" "2017-08-21"
## [2441] "2017-08-22" "2017-08-23" "2017-08-24" "2017-08-25" "2017-08-26"
## [2446] "2017-08-27" "2017-08-28" "2017-08-29" "2017-08-30" "2017-08-31"
## [2451] "2017-09-01" "2017-09-02" "2017-09-03" "2017-09-04" "2017-09-05"
## [2456] "2017-09-06" "2017-09-07" "2017-09-08" "2017-09-09" "2017-09-10"
## [2461] "2017-09-11" "2017-09-12" "2017-09-13" "2017-09-14" "2017-09-15"
## [2466] "2017-09-16" "2017-09-17" "2017-09-18" "2017-09-19" "2017-09-20"
## [2471] "2017-09-21" "2017-09-22" "2017-09-23" "2017-09-24" "2017-09-25"
## [2476] "2017-09-26" "2017-09-27" "2017-09-28" "2017-09-29" "2017-09-30"
## [2481] "2017-10-01" "2017-10-02" "2017-10-03" "2017-10-04" "2017-10-05"
## [2486] "2017-10-06" "2017-10-07" "2017-10-08" "2017-10-09" "2017-10-10"
## [2491] "2017-10-11" "2017-10-12" "2017-10-13" "2017-10-14" "2017-10-15"
## [2496] "2017-10-16" "2017-10-17" "2017-10-18" "2017-10-19" "2017-10-20"
## [2501] "2017-10-21" "2017-10-22" "2017-10-23" "2017-10-24" "2017-10-25"
## [2506] "2017-10-26" "2017-10-27" "2017-10-28" "2017-10-29" "2017-10-30"
## [2511] "2017-10-31" "2017-11-01" "2017-11-02" "2017-11-03" "2017-11-04"
## [2516] "2017-11-05" "2017-11-06" "2017-11-07" "2017-11-08" "2017-11-09"
## [2521] "2017-11-10" "2017-11-11" "2017-11-12" "2017-11-13" "2017-11-14"
## [2526] "2017-11-15" "2017-11-16" "2017-11-17" "2017-11-18" "2017-11-19"
## [2531] "2017-11-20" "2017-11-21" "2017-11-22" "2017-11-23" "2017-11-24"
## [2536] "2017-11-25" "2017-11-26" "2017-11-27" "2017-11-28" "2017-11-29"
## [2541] "2017-11-30" "2017-12-01" "2017-12-02" "2017-12-03" "2017-12-04"
## [2546] "2017-12-05" "2017-12-06" "2017-12-07" "2017-12-08" "2017-12-09"
## [2551] "2017-12-10" "2017-12-11" "2017-12-12" "2017-12-13" "2017-12-14"
## [2556] "2017-12-15" "2017-12-16" "2017-12-17" "2017-12-18" "2017-12-19"
## [2561] "2017-12-20" "2017-12-21" "2017-12-22" "2017-12-23" "2017-12-24"
## [2566] "2017-12-25" "2017-12-26" "2017-12-27" "2017-12-28" "2017-12-29"
## [2571] "2017-12-30" "2017-12-31" "2018-01-01" "2018-01-02" "2018-01-03"
## [2576] "2018-01-04" "2018-01-05" "2018-01-06" "2018-01-07" "2018-01-08"
## [2581] "2018-01-09" "2018-01-10" "2018-01-11" "2018-01-12" "2018-01-13"
## [2586] "2018-01-14" "2018-01-15" "2018-01-16" "2018-01-17" "2018-01-18"
## [2591] "2018-01-19" "2018-01-20" "2018-01-21" "2018-01-22" "2018-01-23"
## [2596] "2018-01-24" "2018-01-25" "2018-01-26" "2018-01-27" "2018-01-28"
## [2601] "2018-01-29" "2018-01-30" "2018-01-31" "2018-02-01" "2018-02-02"
## [2606] "2018-02-03" "2018-02-04" "2018-02-05" "2018-02-06" "2018-02-07"
## [2611] "2018-02-08" "2018-02-09" "2018-02-10" "2018-02-11" "2018-02-12"
## [2616] "2018-02-13" "2018-02-14" "2018-02-15" "2018-02-16" "2018-02-17"
## [2621] "2018-02-18" "2018-02-19" "2018-02-20" "2018-02-21" "2018-02-22"
## [2626] "2018-02-23" "2018-02-24" "2018-02-25" "2018-02-26" "2018-02-27"
## [2631] "2018-02-28" "2018-03-01" "2018-03-02" "2018-03-03" "2018-03-04"
## [2636] "2018-03-05" "2018-03-06" "2018-03-07" "2018-03-08" "2018-03-09"
## [2641] "2018-03-10" "2018-03-11" "2018-03-12" "2018-03-13" "2018-03-14"
## [2646] "2018-03-15" "2018-03-16" "2018-03-17" "2018-03-18" "2018-03-19"
## [2651] "2018-03-20" "2018-03-21" "2018-03-22" "2018-03-23" "2018-03-24"
## [2656] "2018-03-25" "2018-03-26" "2018-03-27" "2018-03-28" "2018-03-29"
## [2661] "2018-03-30" "2018-03-31" "2018-04-01" "2018-04-02" "2018-04-03"
## [2666] "2018-04-04" "2018-04-05" "2018-04-06" "2018-04-07" "2018-04-08"
## [2671] "2018-04-09" "2018-04-10" "2018-04-11" "2018-04-12" "2018-04-13"
## [2676] "2018-04-14" "2018-04-15" "2018-04-16" "2018-04-17" "2018-04-18"
## [2681] "2018-04-19" "2018-04-20" "2018-04-21" "2018-04-22" "2018-04-23"
## [2686] "2018-04-24" "2018-04-25" "2018-04-26" "2018-04-27" "2018-04-28"
## [2691] "2018-04-29" "2018-04-30" "2018-05-01" "2018-05-02" "2018-05-03"
## [2696] "2018-05-04" "2018-05-05" "2018-05-06" "2018-05-07" "2018-05-08"
## [2701] "2018-05-09" "2018-05-10" "2018-05-11" "2018-05-12" "2018-05-13"
## [2706] "2018-05-14" "2018-05-15" "2018-05-16" "2018-05-17" "2018-05-18"
## [2711] "2018-05-19" "2018-05-20" "2018-05-21" "2018-05-22" "2018-05-23"
## [2716] "2018-05-24" "2018-05-25" "2018-05-26" "2018-05-27" "2018-05-28"
## [2721] "2018-05-29" "2018-05-30" "2018-05-31" "2018-06-01" "2018-06-02"
## [2726] "2018-06-03" "2018-06-04" "2018-06-05" "2018-06-06" "2018-06-07"
## [2731] "2018-06-08" "2018-06-09" "2018-06-10" "2018-06-11" "2018-06-12"
## [2736] "2018-06-13" "2018-06-14" "2018-06-15" "2018-06-16" "2018-06-17"
## [2741] "2018-06-18" "2018-06-19" "2018-06-20" "2018-06-21" "2018-06-22"
## [2746] "2018-06-23" "2018-06-24" "2018-06-25" "2018-06-26" "2018-06-27"
## [2751] "2018-06-28" "2018-06-29" "2018-06-30" "2018-07-01" "2018-07-02"
## [2756] "2018-07-03" "2018-07-04" "2018-07-05" "2018-07-06" "2018-07-07"
## [2761] "2018-07-08" "2018-07-09" "2018-07-10" "2018-07-11" "2018-07-12"
## [2766] "2018-07-13" "2018-07-14" "2018-07-15" "2018-07-16" "2018-07-17"
## [2771] "2018-07-18" "2018-07-19" "2018-07-20" "2018-07-21" "2018-07-22"
## [2776] "2018-07-23" "2018-07-24" "2018-07-25" "2018-07-26" "2018-07-27"
## [2781] "2018-07-28" "2018-07-29" "2018-07-30" "2018-07-31" "2018-08-01"
## [2786] "2018-08-02" "2018-08-03" "2018-08-04" "2018-08-05" "2018-08-06"
## [2791] "2018-08-07" "2018-08-08" "2018-08-09" "2018-08-10" "2018-08-11"
## [2796] "2018-08-12" "2018-08-13" "2018-08-14" "2018-08-15" "2018-08-16"
## [2801] "2018-08-17" "2018-08-18" "2018-08-19" "2018-08-20" "2018-08-21"
## [2806] "2018-08-22" "2018-08-23" "2018-08-24" "2018-08-25" "2018-08-26"
## [2811] "2018-08-27" "2018-08-28" "2018-08-29" "2018-08-30" "2018-08-31"
## [2816] "2018-09-01" "2018-09-02" "2018-09-03" "2018-09-04" "2018-09-05"
## [2821] "2018-09-06" "2018-09-07" "2018-09-08" "2018-09-09" "2018-09-10"
## [2826] "2018-09-11" "2018-09-12" "2018-09-13" "2018-09-14" "2018-09-15"
## [2831] "2018-09-16" "2018-09-17" "2018-09-18" "2018-09-19" "2018-09-20"
## [2836] "2018-09-21" "2018-09-22" "2018-09-23" "2018-09-24" "2018-09-25"
## [2841] "2018-09-26" "2018-09-27" "2018-09-28" "2018-09-29" "2018-09-30"
## [2846] "2018-10-01" "2018-10-02" "2018-10-03" "2018-10-04" "2018-10-05"
## [2851] "2018-10-06" "2018-10-07" "2018-10-08" "2018-10-09" "2018-10-10"
## [2856] "2018-10-11" "2018-10-12" "2018-10-13" "2018-10-14" "2018-10-15"
## [2861] "2018-10-16" "2018-10-17" "2018-10-18" "2018-10-19" "2018-10-20"
## [2866] "2018-10-21" "2018-10-22" "2018-10-23" "2018-10-24" "2018-10-25"
## [2871] "2018-10-26" "2018-10-27" "2018-10-28" "2018-10-29" "2018-10-30"
## [2876] "2018-10-31" "2018-11-01" "2018-11-02" "2018-11-03" "2018-11-04"
## [2881] "2018-11-05" "2018-11-06" "2018-11-07" "2018-11-08" "2018-11-09"
## [2886] "2018-11-10" "2018-11-11" "2018-11-12" "2018-11-13" "2018-11-14"
## [2891] "2018-11-15" "2018-11-16" "2018-11-17" "2018-11-18" "2018-11-19"
## [2896] "2018-11-20" "2018-11-21" "2018-11-22" "2018-11-23" "2018-11-24"
## [2901] "2018-11-25" "2018-11-26" "2018-11-27" "2018-11-28" "2018-11-29"
## [2906] "2018-11-30" "2018-12-01" "2018-12-02" "2018-12-03" "2018-12-04"
## [2911] "2018-12-05" "2018-12-06" "2018-12-07" "2018-12-08" "2018-12-09"
## [2916] "2018-12-10" "2018-12-11" "2018-12-12" "2018-12-13" "2018-12-14"
## [2921] "2018-12-15" "2018-12-16" "2018-12-17" "2018-12-18" "2018-12-19"
## [2926] "2018-12-20" "2018-12-21" "2018-12-22" "2018-12-23" "2018-12-24"
## [2931] "2018-12-25" "2018-12-26" "2018-12-27" "2018-12-28" "2018-12-29"
## [2936] "2018-12-30" "2018-12-31" "2019-01-01" "2019-01-02" "2019-01-03"
## [2941] "2019-01-04" "2019-01-05" "2019-01-06" "2019-01-07" "2019-01-08"
## [2946] "2019-01-09" "2019-01-10" "2019-01-11" "2019-01-12" "2019-01-13"
## [2951] "2019-01-14" "2019-01-15" "2019-01-16" "2019-01-17" "2019-01-18"
## [2956] "2019-01-19" "2019-01-20" "2019-01-21" "2019-01-22" "2019-01-23"
## [2961] "2019-01-24" "2019-01-25" "2019-01-26" "2019-01-27" "2019-01-28"
## [2966] "2019-01-29" "2019-01-30" "2019-01-31" "2019-02-01" "2019-02-02"
## [2971] "2019-02-03" "2019-02-04" "2019-02-05" "2019-02-06" "2019-02-07"
## [2976] "2019-02-08" "2019-02-09" "2019-02-10" "2019-02-11" "2019-02-12"
## [2981] "2019-02-13" "2019-02-14" "2019-02-15" "2019-02-16" "2019-02-17"
## [2986] "2019-02-18" "2019-02-19" "2019-02-20" "2019-02-21" "2019-02-22"
## [2991] "2019-02-23" "2019-02-24" "2019-02-25" "2019-02-26" "2019-02-27"
## [2996] "2019-02-28" "2019-03-01" "2019-03-02" "2019-03-03" "2019-03-04"
## [3001] "2019-03-05" "2019-03-06" "2019-03-07" "2019-03-08" "2019-03-09"
## [3006] "2019-03-10" "2019-03-11" "2019-03-12" "2019-03-13" "2019-03-14"
## [3011] "2019-03-15" "2019-03-16" "2019-03-17" "2019-03-18" "2019-03-19"
## [3016] "2019-03-20" "2019-03-21" "2019-03-22" "2019-03-23" "2019-03-24"
## [3021] "2019-03-25" "2019-03-26" "2019-03-27" "2019-03-28" "2019-03-29"
## [3026] "2019-03-30" "2019-03-31" "2019-04-01" "2019-04-02" "2019-04-03"
## [3031] "2019-04-04" "2019-04-05" "2019-04-06" "2019-04-07" "2019-04-08"
## [3036] "2019-04-09" "2019-04-10" "2019-04-11" "2019-04-12" "2019-04-13"
## [3041] "2019-04-14" "2019-04-15" "2019-04-16" "2019-04-17" "2019-04-18"
## [3046] "2019-04-19" "2019-04-20" "2019-04-21" "2019-04-22" "2019-04-23"
## [3051] "2019-04-24" "2019-04-25" "2019-04-26" "2019-04-27" "2019-04-28"
## [3056] "2019-04-29" "2019-04-30" "2019-05-01" "2019-05-02" "2019-05-03"
## [3061] "2019-05-04" "2019-05-05" "2019-05-06" "2019-05-07" "2019-05-08"
## [3066] "2019-05-09" "2019-05-10" "2019-05-11" "2019-05-12" "2019-05-13"
## [3071] "2019-05-14" "2019-05-15" "2019-05-16" "2019-05-17" "2019-05-18"
## [3076] "2019-05-19" "2019-05-20" "2019-05-21" "2019-05-22" "2019-05-23"
## [3081] "2019-05-24" "2019-05-25" "2019-05-26" "2019-05-27" "2019-05-28"
## [3086] "2019-05-29" "2019-05-30" "2019-05-31" "2019-06-01" "2019-06-02"
## [3091] "2019-06-03" "2019-06-04" "2019-06-05" "2019-06-06" "2019-06-07"
## [3096] "2019-06-08" "2019-06-09" "2019-06-10" "2019-06-11" "2019-06-12"
## [3101] "2019-06-13" "2019-06-14" "2019-06-15" "2019-06-16" "2019-06-17"
## [3106] "2019-06-18" "2019-06-19" "2019-06-20" "2019-06-21" "2019-06-22"
## [3111] "2019-06-23" "2019-06-24" "2019-06-25" "2019-06-26" "2019-06-27"
## [3116] "2019-06-28" "2019-06-29" "2019-06-30" "2019-07-01" "2019-07-02"
## [3121] "2019-07-03" "2019-07-04" "2019-07-05" "2019-07-06" "2019-07-07"
## [3126] "2019-07-08" "2019-07-09" "2019-07-10" "2019-07-11" "2019-07-12"
## [3131] "2019-07-13" "2019-07-14" "2019-07-15" "2019-07-16" "2019-07-17"
## [3136] "2019-07-18" "2019-07-19" "2019-07-20" "2019-07-21" "2019-07-22"
## [3141] "2019-07-23" "2019-07-24" "2019-07-25" "2019-07-26" "2019-07-27"
## [3146] "2019-07-28" "2019-07-29" "2019-07-30" "2019-07-31" "2019-08-01"
## [3151] "2019-08-02" "2019-08-03" "2019-08-04" "2019-08-05" "2019-08-06"
## [3156] "2019-08-07" "2019-08-08" "2019-08-09" "2019-08-10" "2019-08-11"
## [3161] "2019-08-12" "2019-08-13" "2019-08-14" "2019-08-15" "2019-08-16"
## [3166] "2019-08-17" "2019-08-18" "2019-08-19" "2019-08-20" "2019-08-21"
## [3171] "2019-08-22" "2019-08-23" "2019-08-24" "2019-08-25" "2019-08-26"
## [3176] "2019-08-27" "2019-08-28" "2019-08-29" "2019-08-30" "2019-08-31"
## [3181] "2019-09-01" "2019-09-02" "2019-09-03" "2019-09-04" "2019-09-05"
## [3186] "2019-09-06" "2019-09-07" "2019-09-08" "2019-09-09" "2019-09-10"
## [3191] "2019-09-11" "2019-09-12" "2019-09-13" "2019-09-14" "2019-09-15"
## [3196] "2019-09-16" "2019-09-17" "2019-09-18" "2019-09-19" "2019-09-20"
## [3201] "2019-09-21" "2019-09-22" "2019-09-23" "2019-09-24" "2019-09-25"
## [3206] "2019-09-26" "2019-09-27" "2019-09-28" "2019-09-29" "2019-09-30"
## [3211] "2019-10-01" "2019-10-02" "2019-10-03" "2019-10-04" "2019-10-05"
## [3216] "2019-10-06" "2019-10-07" "2019-10-08" "2019-10-09" "2019-10-10"
## [3221] "2019-10-11" "2019-10-12" "2019-10-13" "2019-10-14" "2019-10-15"
## [3226] "2019-10-16" "2019-10-17" "2019-10-18" "2019-10-19" "2019-10-20"
## [3231] "2019-10-21" "2019-10-22" "2019-10-23" "2019-10-24" "2019-10-25"
## [3236] "2019-10-26" "2019-10-27" "2019-10-28" "2019-10-29" "2019-10-30"
## [3241] "2019-10-31" "2019-11-01" "2019-11-02" "2019-11-03" "2019-11-04"
## [3246] "2019-11-05" "2019-11-06" "2019-11-07" "2019-11-08" "2019-11-09"
## [3251] "2019-11-10" "2019-11-11" "2019-11-12" "2019-11-13" "2019-11-14"
## [3256] "2019-11-15" "2019-11-16" "2019-11-17" "2019-11-18" "2019-11-19"
## [3261] "2019-11-20" "2019-11-21" "2019-11-22" "2019-11-23" "2019-11-24"
## [3266] "2019-11-25" "2019-11-26" "2019-11-27" "2019-11-28" "2019-11-29"
## [3271] "2019-11-30" "2019-12-01" "2019-12-02" "2019-12-03" "2019-12-04"
## [3276] "2019-12-05" "2019-12-06" "2019-12-07" "2019-12-08" "2019-12-09"
## [3281] "2019-12-10" "2019-12-11" "2019-12-12" "2019-12-13" "2019-12-14"
## [3286] "2019-12-15" "2019-12-16" "2019-12-17" "2019-12-18" "2019-12-19"
## [3291] "2019-12-20" "2019-12-21" "2019-12-22" "2019-12-23" "2019-12-24"
## [3296] "2019-12-25" "2019-12-26" "2019-12-27" "2019-12-28" "2019-12-29"
## [3301] "2019-12-30" "2019-12-31" "2020-01-01" "2020-01-02" "2020-01-03"
## [3306] "2020-01-04" "2020-01-05" "2020-01-06" "2020-01-07" "2020-01-08"
## [3311] "2020-01-09" "2020-01-10" "2020-01-11" "2020-01-12" "2020-01-13"
## [3316] "2020-01-14" "2020-01-15" "2020-01-16" "2020-01-17" "2020-01-18"
## [3321] "2020-01-19" "2020-01-20" "2020-01-21" "2020-01-22" "2020-01-23"
## [3326] "2020-01-24" "2020-01-25" "2020-01-26" "2020-01-27" "2020-01-28"
## [3331] "2020-01-29" "2020-01-30" "2020-01-31" "2020-02-01" "2020-02-02"
## [3336] "2020-02-03" "2020-02-04" "2020-02-05" "2020-02-06" "2020-02-07"
## [3341] "2020-02-08" "2020-02-09" "2020-02-10" "2020-02-11" "2020-02-12"
## [3346] "2020-02-13" "2020-02-14" "2020-02-15" "2020-02-16" "2020-02-17"
## [3351] "2020-02-18" "2020-02-21" "2020-02-22" "2020-02-23" "2020-02-24"
## [3356] "2020-02-25" "2020-02-26" "2020-02-27" "2020-02-28" "2020-02-29"
## [3361] "2020-03-01" "2020-03-02" "2020-03-03" "2020-03-04" "2020-03-05"
## [3366] "2020-03-06" "2020-03-07" "2020-03-08" "2020-03-09" "2020-03-10"
## [3371] "2020-03-11" "2020-03-12" "2020-03-13" "2020-03-14" "2020-03-15"
## [3376] "2020-03-16" "2020-03-17" "2020-03-18" "2020-03-19" "2020-03-20"
## [3381] "2020-03-21" "2020-03-22" "2020-03-23" "2020-03-24" "2020-03-25"
## [3386] "2020-03-26" "2020-03-27" "2020-03-28" "2020-03-29" "2020-03-30"
## [3391] "2020-03-31" "2020-04-01" "2020-04-02" "2020-04-03" "2020-04-04"
## [3396] "2020-04-05" "2020-04-06" "2020-04-07" "2020-04-08" "2020-04-09"
## [3401] "2020-04-10" "2020-04-11" "2020-04-12" "2020-04-13" "2020-04-14"
## [3406] "2020-04-15" "2020-04-16" "2020-04-17" "2020-04-18" "2020-04-19"
## [3411] "2020-04-20" "2020-04-21" "2020-04-26" "2020-04-25" "2020-04-24"
## [3416] "2020-04-23" "2020-04-22" "2020-02-20" "2020-02-19" "2020-04-27"
## [3421] "2020-04-28" "2020-04-29" "2020-04-30" "2020-05-01" "2020-05-02"
## [3426] "2020-05-03" "2020-05-04" "2020-05-05" "2020-05-06" "2020-05-07"
## [3431] "2020-05-08" "2020-05-09" "2020-05-10" "2020-05-11" "2020-05-12"
## [3436] "2020-05-13" "2020-05-14" "2020-05-15" "2020-05-16" "2020-05-17"
## [3441] "2020-05-18" "2020-05-19" "2020-05-20" "2020-05-21" "2020-05-22"
## [3446] "2020-05-23" "2020-05-24" "2020-05-25" "2020-05-26" "2020-05-27"
## [3451] "2020-05-28" "2020-05-29" "2020-05-30" "2020-05-31" "2020-06-01"
## [3456] "2020-06-02" "2020-06-03" "2020-06-04" "2020-06-05" "2020-06-06"
## [3461] "2020-06-07" "2020-06-08" "2020-06-09" "2020-06-10" "2020-06-11"
## [3466] "2020-06-12" "2020-06-13" "2020-06-14" "2020-06-15" "2020-06-16"
## [3471] "2020-06-17" "2020-06-18" "2020-06-19" "2020-06-20" "2020-06-21"
## [3476] "2020-06-22" "2020-06-23" "2020-06-24" "2020-06-25" "2020-06-26"
## [3481] "2020-06-27" "2020-06-28" "2020-06-29" "2020-06-30" "2020-07-01"
## [3486] "2020-07-02" "2020-07-03" "2020-07-04" "2020-07-05" "2020-07-06"
## [3491] "2020-07-07" "2020-07-08" "2020-07-09" "2020-07-10" "2020-07-11"
## [3496] "2020-07-12" "2020-07-13" "2020-07-14" "2020-07-15" "2020-07-16"
## [3501] "2020-07-17" "2020-07-18" "2020-07-19" "2020-07-20" "2020-07-21"
## [3506] "2020-07-22" "2020-07-23" "2020-07-24" "2020-07-25" "2020-07-26"
## [3511] "2020-07-27" "2020-07-28" "2020-07-29" "2020-07-30" "2020-07-31"
## [3516] "2020-08-01" "2020-08-02" "2020-08-03" "2020-08-04" "2020-08-05"
## [3521] "2020-08-06" "2020-08-07" "2020-08-08" "2020-08-09" "2020-08-10"
## [3526] "2020-08-11" "2020-08-12" "2020-08-13" "2020-08-14" "2020-08-15"
## [3531] "2020-08-16" "2020-08-17" "2020-08-18" "2020-08-19" "2020-08-20"
## [3536] "2020-08-21" "2020-08-22" "2020-08-23" "2020-08-24" "2020-08-25"
## [3541] "2020-08-26" "2020-08-27" "2020-08-28" "2020-08-29" "2020-08-30"
## [3546] "2020-08-31" "2020-09-01" "2020-09-02" "2020-09-03" "2020-09-04"
## [3551] "2020-09-05" "2020-09-06" "2020-09-07" "2020-09-08" "2020-09-09"
## [3556] "2020-09-10" "2020-09-11" "2020-09-12" "2020-09-13" "2020-09-14"
## [3561] "2020-09-15" "2020-09-16" "2020-09-17" "2020-09-18" "2020-09-19"
## [3566] "2020-09-20" "2020-09-21" "2020-09-22" "2020-09-23" "2020-09-24"
## [3571] "2020-09-25" "2020-09-26" "2020-09-27" "2020-09-28" "2020-09-29"
## [3576] "2020-09-30" "2020-10-01" "2020-10-02" "2020-10-03" "2020-10-04"
## [3581] "2020-10-05" "2020-10-06" "2020-10-07" "2020-10-08" "2020-10-09"
## [3586] "2020-10-10" "2020-10-11" "2020-10-12" "2020-10-13" "2020-10-14"
## [3591] "2020-10-15" "2020-10-16" "2020-10-17" "2020-10-18" "2020-10-19"
## [3596] "2020-10-20" "2020-10-21" "2020-10-22" "2020-10-23" "2020-10-24"
## [3601] "2020-10-25" "2020-10-26" "2020-10-27" "2020-10-28" "2020-10-29"
## [3606] "2020-10-30" "2020-10-31" "2020-11-01" "2020-11-02" "2020-11-03"
## [3611] "2020-11-04" "2020-11-05" "2020-11-06" "2020-11-07" "2020-11-08"
## [3616] "2020-11-09" "2020-11-10" "2020-11-11" "2020-11-12" "2020-11-13"
## [3621] "2020-11-14" "2020-11-15" "2020-11-16" "2020-11-17" "2020-11-18"
## [3626] "2020-11-19" "2020-11-20" "2020-11-21" "2020-11-22" "2020-11-23"
## [3631] "2020-11-24" "2020-11-25" "2020-11-26" "2020-11-27" "2020-11-28"
## [3636] "2020-11-29" "2020-11-30" "2020-12-01" "2020-12-02" "2020-12-03"
## [3641] "2020-12-04" "2020-12-05" "2020-12-06" "2020-12-07" "2020-12-08"
## [3646] "2020-12-09" "2020-12-10" "2020-12-11" "2020-12-12" "2020-12-13"
## [3651] "2020-12-14" "2020-12-15" "2020-12-16" "2020-12-17" "2020-12-18"
## [3656] "2020-12-19" "2020-12-20" "2020-12-21" "2020-12-22" "2020-12-23"
## [3661] "2020-12-24" "2020-12-25" "2020-12-26" "2020-12-27" "2020-12-28"
## [3666] "2020-12-29" "2020-12-30" "2020-12-31" "2021-01-01" "2021-01-02"
## [3671] "2021-01-03" "2021-01-04" "2021-01-05" "2021-01-06" "2021-01-07"
## [3676] "2021-01-08" "2021-01-09" "2021-01-10" "2021-01-11" "2021-01-12"
## [3681] "2021-01-13" "2021-01-14" "2021-01-15" "2021-01-16" "2021-01-17"
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## [3696] "2021-01-28" "2021-01-29" "2021-01-30" "2021-01-31" "2021-02-01"
## [3701] "2021-02-02" "2021-02-03" "2021-02-04" "2021-02-05" "2021-02-06"
## [3706] "2021-02-07" "2021-02-08" "2021-02-09" "2021-02-10" "2021-02-11"
## [3711] "2021-02-12" "2021-02-13" "2021-02-14" "2021-02-15" "2021-02-16"
## [3716] "2021-02-17" "2021-02-18" "2021-02-19" "2021-02-20" "2021-02-21"
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## [3726] "2021-02-27" "2021-02-28" "2021-03-01" "2021-03-02" "2021-03-03"
## [3731] "2021-03-04" "2021-03-05" "2021-03-06" "2021-03-07" "2021-03-08"
## [3736] "2021-03-09" "2021-03-10" "2021-03-11" "2021-03-12" "2021-03-13"
## [3741] "2021-03-14" "2021-03-15" "2021-03-16" "2021-03-17" "2021-03-18"
## [3746] "2021-03-19" "2021-03-20" "2021-03-21" "2021-03-22" "2021-03-23"
## [3751] "2021-03-24" "2021-03-25" "2021-03-26" "2021-03-27" "2021-03-28"
## [3756] "2021-03-29" "2021-03-30" "2021-03-31" "2021-04-01" "2021-04-02"
## [3761] "2021-04-03" "2021-04-04" "2021-04-05" "2021-04-06" "2021-04-07"
## [3766] "2021-04-08" "2021-04-09" "2021-04-10" "2021-04-11" "2021-04-12"
## [3771] "2021-04-13" "2021-04-14" "2021-04-15" "2021-04-16" "2021-04-17"
## [3776] "2021-04-18" "2021-04-19" "2021-04-20" "2021-04-21" "2021-04-22"
## [3781] "2021-04-23" "2021-04-24" "2021-04-25" "2021-04-26" "2021-04-27"
## [3786] "2021-04-28" "2021-04-29" "2021-04-30" "2021-05-01" "2021-05-02"
## [3791] "2021-05-03" "2021-05-04" "2021-05-05" "2021-05-06" "2021-05-07"
## [3796] "2021-05-08" "2021-05-09" "2021-05-10" "2021-05-11" "2021-05-12"
## [3801] "2021-05-13" "2021-05-14" "2021-05-15" "2021-05-16" "2021-05-17"
## [3806] "2021-05-18" "2021-05-19" "2021-05-20" "2021-05-21" "2021-05-22"
## [3811] "2021-05-23" "2021-05-24" "2021-05-25" "2021-05-26" "2021-05-27"
## [3816] "2021-05-28" "2021-05-29" "2021-05-30" "2021-05-31" "2021-06-01"
## [3821] "2021-06-02" "2021-06-03" "2021-06-04" "2021-06-05" "2021-06-06"
## [3826] "2021-06-07" "2021-06-08" "2021-06-09" "2021-06-10" "2021-06-11"
## [3831] "2021-06-12" "2021-06-13" "2021-06-14" "2021-06-15" "2021-06-16"
## [3836] "2021-06-17" "2021-06-18" "2021-06-19" "2021-06-20" "2021-06-21"
## [3841] "2021-06-22" "2021-06-23" "2021-06-24" "2021-06-25" "2021-06-26"
## [3846] "2021-06-27" "2021-06-28" "2021-06-29" "2021-06-30" "2021-07-01"
## [3851] "2021-07-02" "2021-07-03" "2021-07-04" "2021-07-05" "2021-07-06"
## [3856] "2021-07-07" "2021-07-08" "2021-07-09" "2021-07-10" "2021-07-11"
## [3861] "2021-07-12" "2021-07-13" "2021-07-14" "2021-07-15" "2021-07-16"
## [3866] "2021-07-17" "2021-07-18" "2021-07-20" "2021-07-22" "2021-07-24"
## [3871] "2021-07-26" "2021-07-28" "2021-07-29" "2021-07-31" "2021-08-01"
## [3876] "2021-08-02" "2021-08-04" "2021-08-06" "2021-08-08" "2021-08-09"
## [3881] "2021-08-10" "2021-08-11" "2021-08-13" "2021-08-14" "2021-08-16"
## [3886] "2021-08-17" "2021-08-18" "2021-08-19" "2021-08-20" "2021-08-21"
## [3891] "2021-08-22" "2021-08-23" "2021-08-24" "2021-08-25" "2021-08-26"
## [3896] "2021-08-27" "2021-08-28" "2021-08-29" "2021-08-30" "2021-08-31"
## [3901] "2021-09-01" "2021-09-02" "2021-09-03" "2021-09-04" "2021-09-05"
## [3906] "2021-09-06" "2021-09-07" "2021-09-08" "2021-09-09" "2021-09-10"
## [3911] "2021-09-11" "2021-09-12" "2021-09-13" "2021-09-14" "2021-09-15"
## [3916] "2021-09-16" "2021-09-17" "2021-09-18" "2021-09-19" "2021-09-20"
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## [3926] "2021-09-26" "2021-09-27" "2021-09-28" "2021-09-29" "2021-09-30"
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## [3936] "2021-10-06" "2021-10-07" "2021-10-08" "2021-10-09" "2021-10-10"
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## [3951] "2021-10-21" "2021-10-22" "2021-10-23" "2021-10-24" "2021-10-25"
## [3956] "2021-10-26" "2021-10-27" "2021-10-28" "2021-10-29" "2021-10-30"
## [3961] "2021-10-31" "2021-11-01" "2021-11-02" "2021-11-03" "2021-11-04"
## [3966] "2021-11-05" "2021-11-06" "2021-11-07" "2021-11-08" "2021-11-09"
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## [3986] "2021-11-25" "2021-11-26" "2021-11-27" "2021-11-28" "2021-11-29"
## [3991] "2021-11-30" "2021-12-01" "2021-12-02" "2021-12-03" "2021-12-04"
## [3996] "2021-12-05" "2021-12-06" "2021-12-07" "2021-12-08" "2021-12-09"
## [4001] "2021-12-10" "2021-12-11" "2021-12-12" "2021-12-13" "2021-12-14"
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## [4011] "2021-12-20" "2021-12-21" "2021-12-22" "2021-12-23" "2021-12-24"
## [4016] "2021-12-25" "2021-12-26" "2021-12-27" "2021-12-28" "2021-12-29"
## [4021] "2021-12-30" "2021-12-31" "2022-01-01" "2022-01-02" "2022-01-03"
## [4026] "2022-01-04" "2022-01-05" "2022-01-06" "2022-01-07" "2022-01-08"
## [4031] "2022-01-09" "2022-01-10" "2022-01-11" "2022-01-12" "2022-01-13"
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## [4041] "2022-01-19" "2022-01-20" "2022-01-21" "2022-01-22" "2022-01-23"
## [4046] "2022-01-24" "2022-01-25" "2022-01-26" "2022-01-27" "2022-01-28"
## [4051] "2022-01-29" "2022-01-30" "2022-01-31" "2022-02-01" "2022-02-02"
## [4056] "2022-02-03" "2022-02-04" "2022-02-05" "2022-02-06" "2022-02-07"
## [4061] "2022-02-08" "2022-02-09" "2022-02-10" "2022-02-11" "2022-02-12"
## [4066] "2022-02-13" "2022-02-14" "2022-02-15" "2022-02-16" "2022-02-17"
## [4071] "2022-02-18" "2022-02-19" "2022-02-20" "2022-02-21" "2022-02-22"
## [4076] "2022-02-23" "2022-02-24" "2022-02-25" "2022-02-26" "2022-02-27"
## [4081] "2022-02-28" "2022-03-01" "2022-03-02" "2022-03-03" "2022-03-04"
## [4086] "2022-03-05" "2022-03-06" "2022-03-07" "2022-03-08" "2022-03-09"
## [4091] "2022-03-10" "2022-03-11" "2022-03-12" "2022-03-13" "2022-03-14"
## [4096] "2022-03-15" "2022-03-16" "2022-03-17" "2022-03-18" "2022-03-19"
## [4101] "2022-03-20" "2022-03-21" "2022-03-22" "2022-03-23" "2022-03-24"
## [4106] "2022-03-25" "2022-03-26" "2022-03-27" "2022-03-28" "2022-03-29"
## [4111] "2022-03-30" "2022-03-31" "2022-04-01" "2022-04-02" "2022-04-03"
## [4116] "2022-04-04" "2022-04-05" "2022-04-06" "2022-04-07" "2022-04-08"
## [4121] "2022-04-09" "2022-04-10" "2022-04-11" "2022-04-12" "2022-04-13"
## [4126] "2022-04-14" "2022-04-15" "2022-04-16" "2022-04-17" "2022-04-18"
## [4131] "2022-04-19" "2022-04-20" "2022-04-21" "2022-04-22" "2022-04-23"
## [4136] "2022-04-24" "2022-04-25" "2022-04-26" "2022-04-27" "2022-04-28"
## [4141] "2022-04-29" "2022-04-30" "2022-05-01" "2022-05-02" "2022-05-03"
## [4146] "2022-05-04" "2022-05-05" "2022-05-06" "2022-05-07" "2022-05-08"
## [4151] "2022-05-09" "2022-05-10" "2022-05-11" "2022-05-12" "2022-05-13"
## [4156] "2022-05-14" "2022-05-15" "2022-05-16" "2022-05-17" "2022-05-18"
## [4161] "2022-05-19" "2022-05-20" "2022-05-21" "2022-05-22" "2022-05-23"
## [4166] "2022-05-24" "2022-05-25" "2022-05-26" "2022-05-27" "2022-05-28"
## [4171] "2022-05-29" "2022-05-30" "2022-05-31" "2022-06-01" "2022-06-02"
## [4176] "2022-06-03" "2022-06-04" "2022-06-05" "2022-06-06" "2022-06-07"
## [4181] "2022-06-09" "2022-06-10" "2022-06-11" "2022-06-12" "2022-06-13"
## [4186] "2022-06-14" "2022-06-15" "2022-06-16" "2022-06-17" "2022-06-18"
## [4191] "2022-06-19" "2022-06-20" "2022-06-21" "2022-06-22" "2022-06-23"
## [4196] "2022-06-24" "2022-06-25" "2022-06-26" "2022-06-27" "2022-06-28"
## [4201] "2022-06-29" "2022-06-30" "2022-07-01" "2022-07-02" "2022-07-03"
## [4206] "2022-07-04" "2022-07-05" "2022-07-06" "2022-07-07" "2022-07-08"
## [4211] "2022-07-09" "2022-07-10" "2022-07-11" "2022-07-12" "2022-07-13"
## [4216] "2022-07-14" "2022-07-15" "2022-07-16" "2022-07-17" "2022-07-18"
## [4221] "2022-07-19" "2022-07-20" "2022-07-21" "2022-07-22" "2022-07-23"
## [4226] "2022-07-24" "2022-07-25" "2022-07-26" "2022-07-27" "2022-07-28"
## [4231] "2022-07-29" "2022-07-30" "2022-07-31" "2022-08-01" "2022-08-02"
## [4236] "2022-08-03" "2022-08-04" "2022-08-05" "2022-08-06" "2022-08-07"
## [4241] "2022-08-08" "2022-08-09" "2022-08-10" "2022-08-11" "2022-08-12"
## [4246] "2022-08-13" "2022-08-14" "2022-08-15" "2022-08-16" "2022-08-17"
## [4251] "2022-08-18" "2022-08-19" "2022-08-20" "2022-08-21" "2022-08-22"
## [4256] "2022-08-23" "2022-08-24" "2022-08-25" "2022-08-26" "2022-08-27"
## [4261] "2022-08-28" "2022-08-29" "2022-08-30" "2022-08-31" "2022-09-01"
## [4266] "2022-09-02" "2022-09-03" "2022-09-04" "2022-09-05" "2022-09-06"
## [4271] "2022-09-07" "2022-09-08" "2022-09-09" "2022-09-10" "2022-09-11"
## [4276] "2022-09-12" "2022-09-13" "2022-09-14" "2022-09-15" "2022-09-16"
## [4281] "2022-09-17" "2022-09-18" "2022-09-19" "2022-09-20" "2022-09-21"
## [4286] "2022-09-22" "2022-09-23" "2022-09-24" "2022-09-25" "2022-09-26"
## [4291] "2022-09-27" "2022-09-28" "2022-09-29" "2022-09-30" "2022-10-01"
## [4296] "2022-10-02" "2022-10-03" "2022-10-04" "2022-10-05" "2022-10-06"
## [4301] "2022-10-07" "2022-10-08" "2022-10-09" "2022-10-10" "2022-10-11"
## [4306] "2022-10-12" "2022-10-13" "2022-10-14" "2022-10-15" "2022-10-16"
## [4311] "2022-10-17" "2022-10-18" "2022-10-19" "2022-10-20" "2022-10-21"
## [4316] "2022-10-22" "2022-10-23" "2022-10-24" "2022-10-25" "2022-10-26"
## [4321] "2022-10-27" "2022-10-28" "2022-10-29" "2022-10-30" "2022-10-31"
## [4326] "2022-11-01" "2022-11-02" "2022-11-03" "2022-11-04" "2022-11-05"
## [4331] "2022-11-06" "2022-11-07" "2022-11-08" "2022-11-09" "2022-11-10"
## [4336] "2022-11-11" "2022-11-12" "2022-11-13" "2022-11-14" "2022-11-15"
## [4341] "2022-11-16" "2022-11-17" "2022-11-18" "2022-11-19" "2022-11-20"
## [4346] "2022-11-21" "2022-11-22" "2022-11-23" "2022-11-24" "2022-11-25"
## [4351] "2022-11-26" "2022-11-27" "2022-11-28" "2022-11-29" "2022-11-30"
## [4356] "2022-12-01" "2022-12-02" "2022-12-03" "2022-12-04" "2022-12-05"
## [4361] "2022-12-06" "2022-12-07" "2022-12-08" "2022-12-09" "2022-12-10"
## [4366] "2022-12-11" "2022-12-12" "2022-12-13" "2022-12-14" "2022-12-15"
## [4371] "2022-12-16" "2022-12-17" "2022-12-18" "2022-12-19" "2022-12-20"
## [4376] "2022-12-21" "2022-12-22" "2022-12-23" "2022-12-24" "2022-12-25"
## [4381] "2022-12-26" "2022-12-27" "2022-12-28" "2022-12-29" "2022-12-30"
## [4386] "2022-12-31" "2023-01-01" "2023-01-02" "2023-01-03" "2023-01-04"
## [4391] "2023-01-05" "2023-01-06" "2023-01-07" "2023-01-08" "2023-01-09"
## [4396] "2023-01-10" "2023-01-11" "2023-01-12" "2023-01-13" "2023-01-14"
## [4401] "2023-01-15" "2023-01-16" "2023-01-17" "2023-01-18" "2023-01-19"
## [4406] "2023-01-20" "2023-01-21" "2023-01-22" "2023-01-23" "2023-01-24"
## [4411] "2023-01-25" "2023-01-26"Line chart Dasar
Line chart dasar digunakan untuk melihat tren perubahan kekuatan gempa (magnitudo) dari waktu ke waktu.
ggplot(data = katalog_gempa, aes(x=tgl,y=mag)) +
geom_line() +
labs(x="Waktu", y="magnitudo")
Area Plot
Area plot digunakan untuk menambah nilai keestetikan dengan cara mengarsir daerah dibawah plot deret waktu.
ggplot(data = katalog_gempa, aes(x=tgl,y=mag)) +
geom_line(lwd=1.2, col="pink") + #garis magnitudo
geom_area(fill="black", alpha=0.3) #area transparan
labs(x="waktu", y="magnitudo")+
theme_minimal()## NULLMultiple Line Chart
Multiple Line Chart dengan waktu, magnitudo, dan kedalaman sangat berguna untuk melihat tren gempa secara keseluruhan, memahami hubungan kedalaman-magnitudo, serta memprediksi pola gempa berdasarkan data historis. Disini Kedalaman gempa dibagi 100 untuk menyamakan skala dengan magnitudo, sehingga lebih mudah dibandingkan dalam satu grafik.
ggplot(data = katalog_gempa, aes(x=tgl)) +
geom_line(aes(y=mag), lwd=1.2, col="blue", alpha = 0.5) +
geom_line(aes(y=depth/100), lwd=1.2, col="red", alpha = 0.5) +
labs(x = "Waktu", title = "Tren Magnitudo dan Kedalaman Gempa (Kedalaman Dibagi 100)") +
theme_minimal()
head(katalog_gempa$tgl) ## [1] "2008-11-01" "2008-11-01" "2008-11-01" "2008-11-01" "2008-11-01"
## [6] "2008-11-01"unique(katalog_gempa$tgl) ## [1] "2008-11-01" "2008-11-02" "2008-11-03" "2008-11-04" "2008-11-05"
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## [36] "2008-12-09" "2008-12-15" "2008-12-16" "2008-12-17" "2008-12-18"
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## [256] "2009-07-27" "2009-07-28" "2009-07-29" "2009-07-30" "2009-07-31"
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## [336] "2009-11-10" "2009-11-11" "2009-11-12" "2009-11-13" "2009-11-14"
## [341] "2009-11-15" "2009-11-16" "2009-11-17" "2009-11-18" "2009-11-19"
## [346] "2009-11-20" "2009-11-21" "2009-11-22" "2009-11-23" "2009-11-24"
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## [356] "2009-11-30" "2009-12-01" "2009-12-02" "2009-12-03" "2009-12-04"
## [361] "2009-12-05" "2009-12-06" "2009-12-07" "2009-12-08" "2009-12-09"
## [366] "2009-12-10" "2009-12-11" "2009-12-12" "2009-12-13" "2009-12-14"
## [371] "2009-12-15" "2009-12-16" "2009-12-17" "2009-12-18" "2009-12-19"
## [376] "2009-12-20" "2009-12-21" "2009-12-22" "2009-12-23" "2009-12-24"
## [381] "2009-12-25" "2009-12-26" "2009-12-27" "2009-12-28" "2009-12-29"
## [386] "2009-12-30" "2009-12-31" "2010-01-01" "2010-01-02" "2010-01-03"
## [391] "2010-01-04" "2010-01-05" "2010-01-06" "2010-01-07" "2010-01-08"
## [396] "2010-01-09" "2010-01-10" "2010-01-11" "2010-01-12" "2010-01-13"
## [401] "2010-01-14" "2010-01-15" "2010-01-16" "2010-01-17" "2010-01-18"
## [406] "2010-01-19" "2010-01-20" "2010-01-21" "2010-01-22" "2010-01-23"
## [411] "2010-01-24" "2010-01-25" "2010-01-26" "2010-01-27" "2010-01-28"
## [416] "2010-01-29" "2010-01-30" "2010-01-31" "2010-02-01" "2010-02-02"
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## [431] "2010-02-14" "2010-02-15" "2010-02-16" "2010-02-17" "2010-02-18"
## [436] "2010-02-19" "2010-02-20" "2010-02-21" "2010-02-22" "2010-02-23"
## [441] "2010-02-24" "2010-02-25" "2010-02-26" "2010-02-27" "2010-02-28"
## [446] "2010-03-01" "2010-03-02" "2010-03-03" "2010-03-04" "2010-03-05"
## [451] "2010-03-06" "2010-03-07" "2010-03-08" "2010-03-09" "2010-03-10"
## [456] "2010-03-11" "2010-03-12" "2010-03-13" "2010-03-14" "2010-03-15"
## [461] "2010-03-16" "2010-03-17" "2010-03-18" "2010-03-19" "2010-03-20"
## [466] "2010-03-21" "2010-03-22" "2010-03-23" "2010-03-24" "2010-03-25"
## [471] "2010-03-26" "2010-03-27" "2010-03-28" "2010-03-29" "2010-03-30"
## [476] "2010-03-31" "2010-04-01" "2010-04-02" "2010-04-03" "2010-04-04"
## [481] "2010-04-05" "2010-04-06" "2010-04-07" "2010-04-08" "2010-04-09"
## [486] "2010-04-10" "2010-04-11" "2010-04-12" "2010-04-13" "2010-04-14"
## [491] "2010-04-15" "2010-04-16" "2010-04-17" "2010-04-18" "2010-04-19"
## [496] "2010-04-20" "2010-04-21" "2010-04-22" "2010-04-23" "2010-04-24"
## [501] "2010-04-25" "2010-04-26" "2010-04-27" "2010-04-28" "2010-04-29"
## [506] "2010-04-30" "2010-05-01" "2010-07-24" "2010-07-25" "2010-07-26"
## [511] "2010-07-27" "2010-07-28" "2010-07-29" "2010-07-30" "2010-07-31"
## [516] "2010-08-01" "2010-08-02" "2010-08-03" "2010-08-04" "2010-08-05"
## [521] "2010-08-06" "2010-08-07" "2010-08-08" "2010-08-09" "2010-08-10"
## [526] "2010-08-11" "2010-08-12" "2010-08-13" "2010-08-14" "2010-08-15"
## [531] "2010-08-16" "2010-08-17" "2010-08-18" "2010-08-19" "2010-08-20"
## [536] "2010-08-21" "2010-08-22" "2010-08-23" "2010-08-24" "2010-08-25"
## [541] "2010-08-26" "2010-08-27" "2010-08-28" "2010-08-29" "2010-08-30"
## [546] "2010-08-31" "2010-09-01" "2010-11-23" "2010-11-24" "2010-11-25"
## [551] "2010-11-26" "2010-11-27" "2010-11-28" "2010-11-29" "2010-11-30"
## [556] "2010-12-01" "2010-12-02" "2010-12-03" "2010-12-04" "2010-12-05"
## [561] "2010-12-06" "2010-12-07" "2010-12-08" "2010-12-09" "2010-12-10"
## [566] "2010-12-11" "2010-12-12" "2010-12-13" "2010-12-14" "2010-12-15"
## [571] "2010-12-16" "2010-12-17" "2010-12-18" "2010-12-19" "2010-12-20"
## [576] "2010-12-21" "2010-12-22" "2010-12-23" "2010-12-24" "2010-12-25"
## [581] "2010-12-26" "2010-12-27" "2010-12-28" "2010-12-29" "2010-12-30"
## [586] "2010-12-31" "2011-01-01" "2011-01-02" "2011-01-03" "2011-01-04"
## [591] "2011-01-05" "2011-01-06" "2011-01-07" "2011-01-08" "2011-01-09"
## [596] "2011-01-10" "2011-01-11" "2011-01-12" "2011-01-13" "2011-01-14"
## [601] "2011-01-15" "2011-01-16" "2011-01-17" "2011-01-18" "2011-01-19"
## [606] "2011-01-20" "2011-01-21" "2011-01-22" "2011-01-23" "2011-01-24"
## [611] "2011-01-25" "2011-01-26" "2011-01-27" "2011-01-28" "2011-01-29"
## [616] "2011-01-30" "2011-01-31" "2011-02-01" "2011-02-02" "2011-02-03"
## [621] "2011-02-04" "2011-02-05" "2011-02-06" "2011-02-07" "2011-02-08"
## [626] "2011-02-09" "2011-02-10" "2011-02-11" "2011-02-12" "2011-02-13"
## [631] "2011-02-14" "2011-02-15" "2011-02-16" "2011-02-17" "2011-02-18"
## [636] "2011-02-19" "2011-02-20" "2011-02-21" "2011-02-22" "2011-02-23"
## [641] "2011-02-24" "2011-02-25" "2011-02-26" "2011-02-27" "2011-02-28"
## [646] "2011-03-01" "2011-03-02" "2011-03-03" "2011-03-04" "2011-03-05"
## [651] "2011-03-06" "2011-03-07" "2011-03-08" "2011-03-09" "2011-03-10"
## [656] "2011-03-11" "2011-03-12" "2011-03-13" "2011-03-14" "2011-03-15"
## [661] "2011-03-16" "2011-03-17" "2011-03-18" "2011-03-19" "2011-03-20"
## [666] "2011-03-21" "2011-03-22" "2011-03-23" "2011-03-24" "2011-03-25"
## [671] "2011-03-26" "2011-03-27" "2011-03-28" "2011-03-29" "2011-03-30"
## [676] "2011-03-31" "2011-04-01" "2011-04-02" "2011-04-03" "2011-04-04"
## [681] "2011-04-05" "2011-04-06" "2011-04-07" "2011-04-08" "2011-04-09"
## [686] "2011-04-10" "2011-04-11" "2011-04-12" "2011-04-13" "2011-04-14"
## [691] "2011-04-15" "2011-04-16" "2011-04-17" "2011-04-18" "2011-04-19"
## [696] "2011-04-20" "2011-04-21" "2011-04-22" "2011-04-23" "2011-04-24"
## [701] "2011-04-25" "2011-04-26" "2011-04-27" "2011-04-28" "2011-04-29"
## [706] "2011-04-30" "2011-05-01" "2011-06-27" "2011-06-28" "2011-06-29"
## [711] "2011-06-30" "2011-07-01" "2011-07-02" "2011-07-03" "2011-07-04"
## [716] "2011-07-05" "2011-07-06" "2011-07-07" "2011-07-08" "2011-07-09"
## [721] "2011-07-10" "2011-07-11" "2011-07-12" "2011-07-13" "2011-07-14"
## [726] "2011-07-15" "2011-07-16" "2011-07-17" "2011-07-18" "2011-07-19"
## [731] "2011-07-20" "2011-07-21" "2011-07-22" "2011-07-23" "2011-07-24"
## [736] "2011-07-25" "2011-07-26" "2011-07-27" "2011-07-28" "2011-07-29"
## [741] "2011-07-30" "2011-07-31" "2011-08-01" "2011-08-02" "2011-08-03"
## [746] "2011-08-04" "2011-08-05" "2011-08-06" "2011-08-07" "2011-08-08"
## [751] "2011-08-09" "2011-08-10" "2011-08-11" "2011-08-12" "2011-08-13"
## [756] "2011-08-14" "2011-08-15" "2011-08-16" "2011-08-17" "2011-08-18"
## [761] "2011-08-19" "2011-08-20" "2011-08-21" "2011-08-22" "2011-08-23"
## [766] "2011-08-24" "2011-08-25" "2011-08-26" "2011-08-27" "2011-08-28"
## [771] "2011-08-29" "2011-08-30" "2011-08-31" "2011-09-01" "2011-09-02"
## [776] "2011-09-03" "2011-09-04" "2011-09-05" "2011-09-06" "2011-09-07"
## [781] "2011-09-08" "2011-09-09" "2011-09-10" "2011-09-11" "2011-09-12"
## [786] "2011-09-13" "2011-09-14" "2011-09-15" "2011-09-16" "2011-09-17"
## [791] "2011-09-18" "2011-09-19" "2011-09-20" "2011-09-21" "2011-09-22"
## [796] "2011-09-23" "2011-09-24" "2011-09-25" "2011-09-26" "2011-09-27"
## [801] "2011-09-28" "2011-09-29" "2011-09-30" "2011-10-01" "2011-10-02"
## [806] "2011-10-03" "2011-10-04" "2011-10-05" "2011-10-06" "2011-10-07"
## [811] "2011-10-08" "2011-10-09" "2011-10-10" "2011-10-11" "2011-10-12"
## [816] "2011-10-13" "2011-10-14" "2011-10-15" "2011-10-16" "2011-10-17"
## [821] "2011-10-18" "2011-10-19" "2011-10-20" "2011-10-21" "2011-10-22"
## [826] "2011-10-23" "2011-10-24" "2011-10-25" "2011-10-26" "2011-10-27"
## [831] "2011-10-28" "2011-10-29" "2011-10-30" "2011-10-31" "2011-11-01"
## [836] "2011-11-02" "2011-11-03" "2011-11-04" "2011-11-05" "2011-11-06"
## [841] "2011-11-07" "2011-11-08" "2011-11-09" "2011-11-10" "2011-11-11"
## [846] "2011-11-12" "2011-11-13" "2011-11-14" "2011-11-15" "2011-11-16"
## [851] "2011-11-17" "2011-11-18" "2011-11-19" "2011-11-20" "2011-11-21"
## [856] "2011-11-22" "2011-11-23" "2011-11-24" "2011-11-25" "2011-11-26"
## [861] "2011-11-27" "2011-11-28" "2011-11-29" "2011-11-30" "2011-12-01"
## [866] "2011-12-02" "2011-12-03" "2011-12-04" "2011-12-05" "2011-12-06"
## [871] "2011-12-07" "2011-12-08" "2011-12-09" "2011-12-10" "2011-12-11"
## [876] "2011-12-12" "2011-12-13" "2011-12-14" "2011-12-15" "2011-12-16"
## [881] "2011-12-17" "2011-12-18" "2011-12-19" "2011-12-20" "2011-12-21"
## [886] "2011-12-22" "2011-12-23" "2011-12-24" "2011-12-25" "2011-12-26"
## [891] "2011-12-27" "2011-12-28" "2011-12-29" "2011-12-30" "2011-12-31"
## [896] "2012-01-01" "2012-04-02" "2012-04-03" "2012-04-04" "2012-04-05"
## [901] "2012-04-06" "2012-04-07" "2012-04-08" "2012-04-09" "2012-04-10"
## [906] "2012-04-11" "2012-04-12" "2012-04-13" "2012-04-14" "2012-04-15"
## [911] "2012-04-16" "2012-04-17" "2012-04-18" "2012-04-19" "2012-04-20"
## [916] "2012-04-21" "2012-04-22" "2012-04-23" "2012-04-24" "2012-04-25"
## [921] "2012-04-26" "2012-04-27" "2012-04-28" "2012-04-29" "2012-04-30"
## [926] "2012-05-01" "2012-05-02" "2012-05-03" "2012-05-04" "2012-05-05"
## [931] "2012-05-06" "2012-05-07" "2012-05-08" "2012-05-09" "2012-05-10"
## [936] "2012-05-11" "2012-05-12" "2012-05-13" "2012-05-14" "2012-05-15"
## [941] "2012-05-16" "2012-05-17" "2012-05-18" "2012-05-19" "2012-05-20"
## [946] "2012-05-21" "2012-05-22" "2012-05-23" "2012-05-24" "2012-05-25"
## [951] "2012-05-26" "2012-05-27" "2012-05-28" "2012-05-29" "2012-05-30"
## [956] "2012-05-31" "2012-06-01" "2012-06-02" "2012-06-03" "2012-06-04"
## [961] "2012-06-05" "2012-06-06" "2012-06-07" "2012-06-08" "2012-06-09"
## [966] "2012-06-10" "2012-06-11" "2012-06-12" "2012-06-13" "2012-06-14"
## [971] "2012-06-15" "2012-06-16" "2012-06-17" "2012-06-18" "2012-06-19"
## [976] "2012-06-20" "2012-06-21" "2012-06-22" "2012-06-23" "2012-06-24"
## [981] "2012-06-25" "2012-06-26" "2012-06-27" "2012-06-28" "2012-06-29"
## [986] "2012-06-30" "2012-07-01" "2012-07-02" "2012-07-03" "2012-07-04"
## [991] "2012-07-05" "2012-07-06" "2012-07-07" "2012-07-08" "2012-07-09"
## [996] "2012-07-10" "2012-07-11" "2012-07-12" "2012-07-13" "2012-07-14"
## [1001] "2012-07-15" "2012-07-16" "2012-07-17" "2012-07-18" "2012-07-19"
## [1006] "2012-07-20" "2012-07-21" "2012-07-22" "2012-07-23" "2012-07-24"
## [1011] "2012-07-25" "2012-07-26" "2012-07-27" "2012-07-28" "2012-07-29"
## [1016] "2012-07-30" "2012-07-31" "2012-08-01" "2012-08-02" "2012-08-03"
## [1021] "2012-08-04" "2012-08-05" "2012-08-06" "2012-08-07" "2012-08-08"
## [1026] "2012-08-09" "2012-08-10" "2012-08-11" "2012-08-12" "2012-08-13"
## [1031] "2012-08-14" "2012-08-15" "2012-08-16" "2012-08-17" "2012-08-18"
## [1036] "2012-08-19" "2012-08-20" "2012-08-21" "2012-08-22" "2012-08-23"
## [1041] "2012-08-24" "2012-08-25" "2012-08-26" "2012-08-27" "2012-08-28"
## [1046] "2012-08-29" "2012-08-30" "2012-08-31" "2012-09-01" "2013-01-01"
## [1051] "2013-01-02" "2013-01-03" "2013-01-04" "2013-01-05" "2013-01-06"
## [1056] "2013-01-07" "2013-01-13" "2013-01-14" "2013-01-15" "2013-01-16"
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## [1066] "2013-01-22" "2013-01-23" "2013-01-24" "2013-01-25" "2013-01-26"
## [1071] "2013-01-27" "2013-01-28" "2013-01-29" "2013-01-30" "2013-01-31"
## [1076] "2013-02-01" "2013-02-02" "2013-02-03" "2013-02-04" "2013-02-05"
## [1081] "2013-02-06" "2013-02-07" "2013-02-08" "2013-02-09" "2013-02-10"
## [1086] "2013-02-11" "2013-02-12" "2013-02-13" "2013-02-14" "2013-02-15"
## [1091] "2013-02-16" "2013-02-17" "2013-02-18" "2013-02-19" "2013-02-20"
## [1096] "2013-02-21" "2013-02-22" "2013-02-23" "2013-02-24" "2013-02-25"
## [1101] "2013-02-26" "2013-02-27" "2013-02-28" "2013-03-01" "2013-03-02"
## [1106] "2013-03-03" "2013-03-04" "2013-03-05" "2013-03-06" "2013-03-07"
## [1111] "2013-03-08" "2013-03-09" "2013-03-10" "2013-03-11" "2013-03-12"
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## [1126] "2013-03-23" "2013-03-24" "2013-03-25" "2013-03-26" "2013-03-27"
## [1131] "2013-03-28" "2013-03-29" "2013-03-30" "2013-03-31" "2013-04-01"
## [1136] "2013-04-02" "2013-04-03" "2013-04-04" "2013-04-05" "2013-04-06"
## [1141] "2013-04-07" "2013-04-08" "2013-04-09" "2013-04-10" "2013-04-11"
## [1146] "2013-04-12" "2013-04-13" "2013-04-14" "2013-04-15" "2013-04-16"
## [1151] "2013-04-17" "2013-04-18" "2013-04-19" "2013-04-20" "2013-04-21"
## [1156] "2013-04-22" "2013-04-23" "2013-04-24" "2013-04-25" "2013-04-26"
## [1161] "2013-04-27" "2013-04-28" "2013-04-29" "2013-04-30" "2013-05-01"
## [1166] "2013-05-02" "2013-05-03" "2013-05-04" "2013-05-05" "2013-05-06"
## [1171] "2013-05-07" "2013-05-08" "2013-05-09" "2013-05-10" "2013-05-11"
## [1176] "2013-05-12" "2013-05-13" "2013-05-14" "2013-05-15" "2013-05-16"
## [1181] "2013-05-17" "2013-05-18" "2013-05-19" "2013-05-20" "2013-05-21"
## [1186] "2013-05-22" "2013-05-23" "2013-05-24" "2013-05-25" "2013-05-26"
## [1191] "2013-05-27" "2013-05-28" "2013-05-29" "2013-05-30" "2013-05-31"
## [1196] "2013-06-01" "2013-06-02" "2013-06-03" "2013-06-04" "2013-06-05"
## [1201] "2013-06-06" "2013-06-07" "2013-06-08" "2013-06-09" "2013-06-10"
## [1206] "2013-06-11" "2013-06-12" "2013-06-13" "2013-06-14" "2013-06-15"
## [1211] "2013-06-16" "2013-06-17" "2013-06-18" "2013-06-19" "2013-06-20"
## [1216] "2013-06-21" "2013-06-22" "2013-06-23" "2013-06-24" "2013-06-25"
## [1221] "2013-06-26" "2013-06-27" "2013-06-28" "2013-06-29" "2013-06-30"
## [1226] "2013-07-01" "2013-07-02" "2013-07-03" "2013-07-04" "2013-07-05"
## [1231] "2013-07-06" "2013-07-07" "2013-07-08" "2013-07-09" "2013-07-10"
## [1236] "2013-07-11" "2013-07-12" "2013-07-13" "2013-07-14" "2013-07-15"
## [1241] "2013-07-16" "2013-07-17" "2013-07-18" "2013-07-19" "2013-07-20"
## [1246] "2013-07-21" "2013-07-22" "2013-07-23" "2013-07-24" "2013-07-25"
## [1251] "2013-07-26" "2013-07-27" "2013-07-28" "2013-07-29" "2013-07-30"
## [1256] "2013-07-31" "2013-08-01" "2013-08-02" "2013-08-03" "2013-08-04"
## [1261] "2013-08-05" "2013-08-06" "2013-08-07" "2013-08-08" "2013-08-09"
## [1266] "2013-08-10" "2013-08-11" "2013-08-12" "2013-08-13" "2013-08-14"
## [1271] "2013-08-15" "2013-08-16" "2013-08-17" "2013-08-18" "2013-08-19"
## [1276] "2013-08-20" "2013-08-21" "2013-08-22" "2013-08-23" "2013-08-24"
## [1281] "2013-08-25" "2013-08-26" "2013-08-27" "2013-08-28" "2013-08-29"
## [1286] "2013-08-30" "2013-08-31" "2013-09-01" "2013-12-09" "2013-12-10"
## [1291] "2013-12-11" "2013-12-12" "2013-12-13" "2013-12-14" "2013-12-15"
## [1296] "2013-12-16" "2013-12-17" "2013-12-18" "2013-12-19" "2013-12-20"
## [1301] "2013-12-21" "2013-12-22" "2013-12-23" "2013-12-24" "2013-12-25"
## [1306] "2013-12-26" "2013-12-27" "2013-12-28" "2013-12-29" "2013-12-30"
## [1311] "2013-12-31" "2014-01-01" "2014-01-02" "2014-01-03" "2014-01-04"
## [1316] "2014-01-05" "2014-01-06" "2014-01-07" "2014-01-08" "2014-01-09"
## [1321] "2014-01-10" "2014-01-11" "2014-01-12" "2014-01-13" "2014-01-14"
## [1326] "2014-01-15" "2014-01-16" "2014-01-17" "2014-01-18" "2014-01-19"
## [1331] "2014-01-20" "2014-01-21" "2014-01-22" "2014-01-23" "2014-01-24"
## [1336] "2014-01-25" "2014-01-26" "2014-01-27" "2014-01-28" "2014-01-29"
## [1341] "2014-01-30" "2014-01-31" "2014-02-01" "2014-02-02" "2014-02-03"
## [1346] "2014-02-04" "2014-02-05" "2014-02-06" "2014-02-07" "2014-02-08"
## [1351] "2014-02-09" "2014-02-10" "2014-02-11" "2014-02-12" "2014-02-13"
## [1356] "2014-02-14" "2014-02-15" "2014-02-16" "2014-02-17" "2014-02-18"
## [1361] "2014-02-19" "2014-02-20" "2014-02-21" "2014-02-22" "2014-02-23"
## [1366] "2014-02-24" "2014-02-25" "2014-02-26" "2014-02-27" "2014-02-28"
## [1371] "2014-03-01" "2014-04-29" "2014-04-30" "2014-05-01" "2014-05-02"
## [1376] "2014-05-03" "2014-05-04" "2014-05-05" "2014-05-06" "2014-05-07"
## [1381] "2014-05-08" "2014-05-09" "2014-05-10" "2014-05-11" "2014-05-12"
## [1386] "2014-05-13" "2014-05-14" "2014-05-15" "2014-05-16" "2014-05-17"
## [1391] "2014-05-18" "2014-05-19" "2014-05-20" "2014-05-21" "2014-05-22"
## [1396] "2014-05-23" "2014-05-24" "2014-05-25" "2014-05-26" "2014-05-27"
## [1401] "2014-05-28" "2014-05-29" "2014-05-30" "2014-05-31" "2014-06-01"
## [1406] "2014-06-02" "2014-06-03" "2014-06-04" "2014-06-05" "2014-06-06"
## [1411] "2014-06-07" "2014-06-08" "2014-06-09" "2014-06-10" "2014-06-11"
## [1416] "2014-06-12" "2014-06-13" "2014-06-14" "2014-06-15" "2014-06-16"
## [1421] "2014-06-17" "2014-06-18" "2014-06-19" "2014-06-20" "2014-06-21"
## [1426] "2014-06-22" "2014-06-23" "2014-06-24" "2014-06-25" "2014-06-26"
## [1431] "2014-06-27" "2014-06-28" "2014-06-29" "2014-06-30" "2014-07-01"
## [1436] "2014-07-02" "2014-07-03" "2014-07-04" "2014-07-05" "2014-07-06"
## [1441] "2014-07-07" "2014-07-08" "2014-07-09" "2014-07-10" "2014-07-11"
## [1446] "2014-07-12" "2014-07-13" "2014-07-14" "2014-07-15" "2014-07-16"
## [1451] "2014-07-17" "2014-07-18" "2014-07-19" "2014-07-20" "2014-07-22"
## [1456] "2014-07-23" "2014-07-24" "2014-07-25" "2014-07-26" "2014-07-27"
## [1461] "2014-07-28" "2014-07-29" "2014-07-30" "2014-07-31" "2014-08-01"
## [1466] "2014-08-02" "2014-08-03" "2014-08-04" "2014-08-05" "2014-08-06"
## [1471] "2014-08-07" "2014-08-08" "2014-08-09" "2014-08-10" "2014-08-11"
## [1476] "2014-08-12" "2014-08-13" "2014-08-14" "2014-08-15" "2014-08-16"
## [1481] "2014-08-17" "2014-08-18" "2014-08-19" "2014-08-20" "2014-08-21"
## [1486] "2014-08-22" "2014-08-23" "2014-08-24" "2014-08-25" "2014-08-26"
## [1491] "2014-08-27" "2014-08-28" "2014-08-29" "2014-08-30" "2014-08-31"
## [1496] "2014-09-01" "2014-12-08" "2014-12-09" "2014-12-10" "2014-12-11"
## [1501] "2014-12-12" "2014-12-13" "2014-12-14" "2014-12-15" "2014-12-16"
## [1506] "2014-12-17" "2014-12-18" "2014-12-19" "2014-12-20" "2014-12-21"
## [1511] "2014-12-22" "2014-12-23" "2014-12-24" "2014-12-25" "2014-12-26"
## [1516] "2014-12-27" "2014-12-28" "2014-12-29" "2014-12-30" "2014-12-31"
## [1521] "2015-01-01" "2015-01-02" "2015-01-03" "2015-01-04" "2015-01-05"
## [1526] "2015-01-06" "2015-01-07" "2015-01-08" "2015-01-09" "2015-01-10"
## [1531] "2015-01-11" "2015-01-12" "2015-01-13" "2015-01-14" "2015-01-15"
## [1536] "2015-01-16" "2015-01-17" "2015-01-18" "2015-01-19" "2015-01-20"
## [1541] "2015-01-21" "2015-01-22" "2015-01-23" "2015-01-24" "2015-01-25"
## [1546] "2015-01-26" "2015-01-27" "2015-01-28" "2015-01-29" "2015-01-30"
## [1551] "2015-01-31" "2015-02-01" "2015-02-02" "2015-02-03" "2015-02-04"
## [1556] "2015-02-05" "2015-02-06" "2015-02-07" "2015-02-08" "2015-02-09"
## [1561] "2015-02-10" "2015-02-11" "2015-02-12" "2015-02-13" "2015-02-14"
## [1566] "2015-02-15" "2015-02-16" "2015-02-17" "2015-02-18" "2015-02-19"
## [1571] "2015-02-20" "2015-02-21" "2015-02-22" "2015-02-23" "2015-02-24"
## [1576] "2015-02-25" "2015-02-26" "2015-02-27" "2015-02-28" "2015-03-01"
## [1581] "2015-03-02" "2015-03-03" "2015-03-04" "2015-03-05" "2015-03-06"
## [1586] "2015-03-07" "2015-03-08" "2015-03-09" "2015-03-10" "2015-03-11"
## [1591] "2015-03-12" "2015-03-13" "2015-03-14" "2015-03-15" "2015-03-16"
## [1596] "2015-03-17" "2015-03-18" "2015-03-19" "2015-03-20" "2015-03-21"
## [1601] "2015-03-22" "2015-03-23" "2015-03-24" "2015-03-25" "2015-03-26"
## [1606] "2015-03-27" "2015-03-28" "2015-03-29" "2015-03-30" "2015-03-31"
## [1611] "2015-04-01" "2015-04-02" "2015-04-03" "2015-04-04" "2015-04-05"
## [1616] "2015-04-06" "2015-04-07" "2015-04-08" "2015-04-09" "2015-04-10"
## [1621] "2015-04-11" "2015-04-12" "2015-04-13" "2015-04-14" "2015-04-15"
## [1626] "2015-04-16" "2015-04-17" "2015-04-18" "2015-04-19" "2015-04-20"
## [1631] "2015-04-21" "2015-04-22" "2015-04-23" "2015-04-24" "2015-04-25"
## [1636] "2015-04-26" "2015-04-27" "2015-04-28" "2015-04-29" "2015-04-30"
## [1641] "2015-05-01" "2015-05-02" "2015-05-03" "2015-05-04" "2015-05-05"
## [1646] "2015-05-06" "2015-05-07" "2015-05-08" "2015-05-09" "2015-05-10"
## [1651] "2015-05-11" "2015-05-12" "2015-05-13" "2015-05-14" "2015-05-15"
## [1656] "2015-05-16" "2015-05-17" "2015-05-18" "2015-05-19" "2015-05-20"
## [1661] "2015-05-21" "2015-05-22" "2015-05-23" "2015-05-24" "2015-05-25"
## [1666] "2015-05-26" "2015-05-27" "2015-05-28" "2015-05-29" "2015-05-30"
## [1671] "2015-05-31" "2015-06-01" "2015-06-02" "2015-06-03" "2015-06-04"
## [1676] "2015-06-05" "2015-06-06" "2015-06-07" "2015-06-08" "2015-06-09"
## [1681] "2015-06-10" "2015-06-11" "2015-06-12" "2015-06-13" "2015-06-14"
## [1686] "2015-06-15" "2015-06-16" "2015-06-17" "2015-06-18" "2015-06-19"
## [1691] "2015-06-20" "2015-06-21" "2015-06-22" "2015-06-23" "2015-06-24"
## [1696] "2015-06-25" "2015-06-26" "2015-06-27" "2015-06-28" "2015-06-29"
## [1701] "2015-06-30" "2015-07-01" "2015-07-02" "2015-07-03" "2015-07-04"
## [1706] "2015-07-05" "2015-07-06" "2015-07-07" "2015-07-08" "2015-07-09"
## [1711] "2015-07-10" "2015-07-11" "2015-07-12" "2015-07-13" "2015-07-14"
## [1716] "2015-07-15" "2015-07-16" "2015-07-17" "2015-07-18" "2015-07-19"
## [1721] "2015-07-20" "2015-07-21" "2015-07-22" "2015-07-23" "2015-07-24"
## [1726] "2015-07-25" "2015-07-26" "2015-07-27" "2015-07-28" "2015-07-29"
## [1731] "2015-07-30" "2015-07-31" "2015-08-01" "2015-08-02" "2015-08-03"
## [1736] "2015-08-04" "2015-08-05" "2015-08-06" "2015-08-07" "2015-08-08"
## [1741] "2015-08-09" "2015-08-10" "2015-08-11" "2015-08-12" "2015-08-13"
## [1746] "2015-08-14" "2015-08-15" "2015-08-16" "2015-08-17" "2015-08-18"
## [1751] "2015-08-19" "2015-08-20" "2015-08-21" "2015-08-22" "2015-08-23"
## [1756] "2015-08-24" "2015-08-25" "2015-08-26" "2015-08-27" "2015-08-28"
## [1761] "2015-08-29" "2015-08-30" "2015-08-31" "2015-09-01" "2015-09-02"
## [1766] "2015-09-03" "2015-09-04" "2015-09-05" "2015-09-06" "2015-09-07"
## [1771] "2015-09-08" "2015-09-09" "2015-09-10" "2015-09-11" "2015-09-12"
## [1776] "2015-09-13" "2015-09-14" "2015-09-15" "2015-09-16" "2015-09-17"
## [1781] "2015-09-18" "2015-09-19" "2015-09-20" "2015-09-21" "2015-09-22"
## [1786] "2015-09-23" "2015-09-24" "2015-09-25" "2015-09-26" "2015-09-27"
## [1791] "2015-09-28" "2015-09-29" "2015-09-30" "2015-10-01" "2015-10-02"
## [1796] "2015-10-03" "2015-10-04" "2015-10-05" "2015-10-06" "2015-10-07"
## [1801] "2015-10-08" "2015-10-09" "2015-10-10" "2015-10-11" "2015-10-12"
## [1806] "2015-10-13" "2015-10-14" "2015-10-15" "2015-10-16" "2015-10-17"
## [1811] "2015-10-18" "2015-10-19" "2015-10-20" "2015-10-21" "2015-10-22"
## [1816] "2015-10-23" "2015-10-24" "2015-10-25" "2015-10-26" "2015-10-27"
## [1821] "2015-10-28" "2015-10-29" "2015-10-30" "2015-10-31" "2015-11-01"
## [1826] "2015-11-02" "2015-11-03" "2015-11-04" "2015-11-05" "2015-11-06"
## [1831] "2015-11-07" "2015-11-08" "2015-11-09" "2015-11-10" "2015-11-11"
## [1836] "2015-11-12" "2015-11-13" "2015-11-14" "2015-11-15" "2015-11-16"
## [1841] "2015-11-17" "2015-11-18" "2015-11-19" "2015-11-20" "2015-11-21"
## [1846] "2015-11-22" "2015-11-23" "2015-11-24" "2015-11-25" "2015-11-26"
## [1851] "2015-11-27" "2015-11-28" "2015-11-29" "2015-11-30" "2015-12-01"
## [1856] "2015-12-02" "2015-12-03" "2015-12-04" "2015-12-05" "2015-12-06"
## [1861] "2015-12-07" "2015-12-08" "2015-12-09" "2015-12-10" "2015-12-11"
## [1866] "2015-12-12" "2015-12-13" "2015-12-14" "2015-12-15" "2015-12-16"
## [1871] "2015-12-17" "2015-12-18" "2015-12-19" "2015-12-20" "2015-12-21"
## [1876] "2015-12-22" "2015-12-23" "2015-12-24" "2015-12-25" "2015-12-26"
## [1881] "2015-12-27" "2015-12-28" "2015-12-29" "2015-12-30" "2015-12-31"
## [1886] "2016-01-01" "2016-01-02" "2016-01-03" "2016-01-04" "2016-01-05"
## [1891] "2016-01-06" "2016-01-07" "2016-01-08" "2016-01-09" "2016-01-10"
## [1896] "2016-01-11" "2016-01-12" "2016-01-13" "2016-01-14" "2016-01-15"
## [1901] "2016-01-16" "2016-01-17" "2016-01-18" "2016-01-19" "2016-01-20"
## [1906] "2016-01-21" "2016-01-22" "2016-01-23" "2016-01-24" "2016-01-25"
## [1911] "2016-01-26" "2016-01-27" "2016-01-28" "2016-01-29" "2016-01-30"
## [1916] "2016-01-31" "2016-02-01" "2016-02-02" "2016-02-03" "2016-02-04"
## [1921] "2016-02-05" "2016-02-06" "2016-02-07" "2016-02-08" "2016-02-09"
## [1926] "2016-02-10" "2016-02-11" "2016-02-12" "2016-02-13" "2016-02-14"
## [1931] "2016-02-15" "2016-02-16" "2016-02-17" "2016-02-18" "2016-02-19"
## [1936] "2016-02-20" "2016-02-21" "2016-02-22" "2016-02-23" "2016-02-24"
## [1941] "2016-02-25" "2016-02-26" "2016-02-27" "2016-02-28" "2016-02-29"
## [1946] "2016-03-01" "2016-03-02" "2016-03-03" "2016-03-04" "2016-03-05"
## [1951] "2016-03-06" "2016-03-07" "2016-03-08" "2016-03-09" "2016-03-10"
## [1956] "2016-03-11" "2016-03-12" "2016-03-13" "2016-03-14" "2016-03-15"
## [1961] "2016-03-16" "2016-03-17" "2016-03-18" "2016-03-19" "2016-03-20"
## [1966] "2016-03-21" "2016-03-22" "2016-03-23" "2016-03-24" "2016-03-25"
## [1971] "2016-03-26" "2016-03-27" "2016-03-28" "2016-03-29" "2016-03-30"
## [1976] "2016-03-31" "2016-04-01" "2016-04-02" "2016-04-03" "2016-04-04"
## [1981] "2016-04-05" "2016-04-06" "2016-04-07" "2016-04-08" "2016-04-09"
## [1986] "2016-04-10" "2016-04-11" "2016-04-12" "2016-04-13" "2016-04-14"
## [1991] "2016-04-15" "2016-04-16" "2016-04-17" "2016-04-18" "2016-04-19"
## [1996] "2016-04-20" "2016-04-21" "2016-04-22" "2016-04-23" "2016-04-24"
## [2001] "2016-04-25" "2016-04-26" "2016-04-27" "2016-04-28" "2016-04-29"
## [2006] "2016-04-30" "2016-05-01" "2016-06-14" "2016-06-15" "2016-06-16"
## [2011] "2016-06-17" "2016-06-18" "2016-06-19" "2016-06-20" "2016-06-21"
## [2016] "2016-06-22" "2016-06-23" "2016-06-24" "2016-06-25" "2016-06-26"
## [2021] "2016-06-27" "2016-06-28" "2016-06-29" "2016-06-30" "2016-07-01"
## [2026] "2016-07-02" "2016-07-03" "2016-07-04" "2016-07-05" "2016-07-06"
## [2031] "2016-07-07" "2016-07-08" "2016-07-09" "2016-07-10" "2016-07-11"
## [2036] "2016-07-12" "2016-07-13" "2016-07-14" "2016-07-15" "2016-07-16"
## [2041] "2016-07-17" "2016-07-18" "2016-07-19" "2016-07-20" "2016-07-21"
## [2046] "2016-07-22" "2016-07-23" "2016-07-24" "2016-07-25" "2016-07-26"
## [2051] "2016-07-27" "2016-07-28" "2016-07-29" "2016-07-30" "2016-07-31"
## [2056] "2016-08-01" "2016-08-02" "2016-08-03" "2016-08-04" "2016-08-05"
## [2061] "2016-08-06" "2016-08-07" "2016-08-08" "2016-08-09" "2016-08-10"
## [2066] "2016-08-11" "2016-08-12" "2016-08-13" "2016-08-14" "2016-08-15"
## [2071] "2016-08-16" "2016-08-17" "2016-08-18" "2016-08-19" "2016-08-20"
## [2076] "2016-08-21" "2016-08-22" "2016-08-23" "2016-08-24" "2016-08-25"
## [2081] "2016-08-26" "2016-08-27" "2016-08-28" "2016-08-29" "2016-08-30"
## [2086] "2016-08-31" "2016-09-01" "2016-09-02" "2016-09-03" "2016-09-04"
## [2091] "2016-09-05" "2016-09-06" "2016-09-07" "2016-09-08" "2016-09-09"
## [2096] "2016-09-10" "2016-09-11" "2016-09-12" "2016-09-13" "2016-09-14"
## [2101] "2016-09-15" "2016-09-16" "2016-09-17" "2016-09-18" "2016-09-19"
## [2106] "2016-09-20" "2016-09-21" "2016-09-22" "2016-09-23" "2016-09-24"
## [2111] "2016-09-25" "2016-09-26" "2016-09-27" "2016-09-28" "2016-09-29"
## [2116] "2016-09-30" "2016-10-01" "2016-10-02" "2016-10-03" "2016-10-04"
## [2121] "2016-10-05" "2016-10-06" "2016-10-07" "2016-10-08" "2016-10-09"
## [2126] "2016-10-10" "2016-10-11" "2016-10-12" "2016-10-13" "2016-10-14"
## [2131] "2016-10-15" "2016-10-16" "2016-10-17" "2016-10-18" "2016-10-19"
## [2136] "2016-10-20" "2016-10-21" "2016-10-22" "2016-10-23" "2016-10-24"
## [2141] "2016-10-25" "2016-10-26" "2016-10-27" "2016-10-28" "2016-10-29"
## [2146] "2016-10-30" "2016-10-31" "2016-11-01" "2016-11-02" "2016-11-03"
## [2151] "2016-11-04" "2016-11-05" "2016-11-06" "2016-11-07" "2016-11-08"
## [2156] "2016-11-09" "2016-11-10" "2016-11-11" "2016-11-12" "2016-11-13"
## [2161] "2016-11-14" "2016-11-15" "2016-11-16" "2016-11-17" "2016-11-18"
## [2166] "2016-11-19" "2016-11-20" "2016-11-21" "2016-11-22" "2016-11-23"
## [2171] "2016-11-24" "2016-11-25" "2016-11-26" "2016-11-27" "2016-11-28"
## [2176] "2016-11-29" "2016-11-30" "2016-12-01" "2016-12-02" "2016-12-03"
## [2181] "2016-12-04" "2016-12-05" "2016-12-06" "2016-12-07" "2016-12-08"
## [2186] "2016-12-09" "2016-12-10" "2016-12-11" "2016-12-12" "2016-12-13"
## [2191] "2016-12-14" "2016-12-15" "2016-12-16" "2016-12-17" "2016-12-18"
## [2196] "2016-12-19" "2016-12-20" "2016-12-21" "2016-12-22" "2016-12-23"
## [2201] "2016-12-24" "2016-12-25" "2016-12-26" "2016-12-27" "2016-12-29"
## [2206] "2016-12-30" "2016-12-31" "2017-01-01" "2017-01-02" "2017-01-03"
## [2211] "2017-01-04" "2017-01-05" "2017-01-06" "2017-01-07" "2017-01-08"
## [2216] "2017-01-09" "2017-01-10" "2017-01-11" "2017-01-12" "2017-01-13"
## [2221] "2017-01-14" "2017-01-15" "2017-01-16" "2017-01-17" "2017-01-18"
## [2226] "2017-01-19" "2017-01-20" "2017-01-21" "2017-01-22" "2017-01-23"
## [2231] "2017-01-24" "2017-01-25" "2017-01-26" "2017-01-27" "2017-01-28"
## [2236] "2017-01-29" "2017-01-30" "2017-01-31" "2017-02-01" "2017-02-02"
## [2241] "2017-02-03" "2017-02-04" "2017-02-05" "2017-02-06" "2017-02-07"
## [2246] "2017-02-08" "2017-02-09" "2017-02-10" "2017-02-11" "2017-02-12"
## [2251] "2017-02-13" "2017-02-14" "2017-02-15" "2017-02-16" "2017-02-17"
## [2256] "2017-02-18" "2017-02-19" "2017-02-20" "2017-02-21" "2017-02-22"
## [2261] "2017-02-23" "2017-02-24" "2017-02-25" "2017-02-26" "2017-02-27"
## [2266] "2017-02-28" "2017-03-01" "2017-03-02" "2017-03-03" "2017-03-04"
## [2271] "2017-03-05" "2017-03-06" "2017-03-07" "2017-03-08" "2017-03-09"
## [2276] "2017-03-10" "2017-03-11" "2017-03-12" "2017-03-13" "2017-03-14"
## [2281] "2017-03-15" "2017-03-16" "2017-03-17" "2017-03-18" "2017-03-19"
## [2286] "2017-03-20" "2017-03-21" "2017-03-22" "2017-03-23" "2017-03-24"
## [2291] "2017-03-25" "2017-03-26" "2017-03-27" "2017-03-28" "2017-03-29"
## [2296] "2017-03-30" "2017-03-31" "2017-04-01" "2017-04-02" "2017-04-03"
## [2301] "2017-04-04" "2017-04-05" "2017-04-06" "2017-04-07" "2017-04-08"
## [2306] "2017-04-09" "2017-04-10" "2017-04-11" "2017-04-12" "2017-04-13"
## [2311] "2017-04-14" "2017-04-15" "2017-04-16" "2017-04-17" "2017-04-18"
## [2316] "2017-04-19" "2017-04-20" "2017-04-21" "2017-04-22" "2017-04-23"
## [2321] "2017-04-24" "2017-04-25" "2017-04-26" "2017-04-27" "2017-04-28"
## [2326] "2017-04-29" "2017-04-30" "2017-05-01" "2017-05-02" "2017-05-03"
## [2331] "2017-05-04" "2017-05-05" "2017-05-06" "2017-05-07" "2017-05-08"
## [2336] "2017-05-09" "2017-05-10" "2017-05-11" "2017-05-12" "2017-05-13"
## [2341] "2017-05-14" "2017-05-15" "2017-05-16" "2017-05-17" "2017-05-18"
## [2346] "2017-05-19" "2017-05-20" "2017-05-21" "2017-05-22" "2017-05-23"
## [2351] "2017-05-24" "2017-05-25" "2017-05-26" "2017-05-27" "2017-05-28"
## [2356] "2017-05-29" "2017-05-30" "2017-05-31" "2017-06-01" "2017-06-02"
## [2361] "2017-06-03" "2017-06-04" "2017-06-05" "2017-06-06" "2017-06-07"
## [2366] "2017-06-08" "2017-06-09" "2017-06-10" "2017-06-11" "2017-06-12"
## [2371] "2017-06-13" "2017-06-14" "2017-06-15" "2017-06-16" "2017-06-17"
## [2376] "2017-06-18" "2017-06-19" "2017-06-20" "2017-06-21" "2017-06-22"
## [2381] "2017-06-23" "2017-06-24" "2017-06-25" "2017-06-26" "2017-06-27"
## [2386] "2017-06-28" "2017-06-29" "2017-06-30" "2017-07-01" "2017-07-02"
## [2391] "2017-07-03" "2017-07-04" "2017-07-05" "2017-07-06" "2017-07-07"
## [2396] "2017-07-08" "2017-07-09" "2017-07-10" "2017-07-11" "2017-07-12"
## [2401] "2017-07-13" "2017-07-14" "2017-07-15" "2017-07-16" "2017-07-17"
## [2406] "2017-07-18" "2017-07-19" "2017-07-20" "2017-07-21" "2017-07-22"
## [2411] "2017-07-23" "2017-07-24" "2017-07-25" "2017-07-26" "2017-07-27"
## [2416] "2017-07-28" "2017-07-29" "2017-07-30" "2017-07-31" "2017-08-01"
## [2421] "2017-08-02" "2017-08-03" "2017-08-04" "2017-08-05" "2017-08-06"
## [2426] "2017-08-07" "2017-08-08" "2017-08-09" "2017-08-10" "2017-08-11"
## [2431] "2017-08-12" "2017-08-13" "2017-08-14" "2017-08-15" "2017-08-16"
## [2436] "2017-08-17" "2017-08-18" "2017-08-19" "2017-08-20" "2017-08-21"
## [2441] "2017-08-22" "2017-08-23" "2017-08-24" "2017-08-25" "2017-08-26"
## [2446] "2017-08-27" "2017-08-28" "2017-08-29" "2017-08-30" "2017-08-31"
## [2451] "2017-09-01" "2017-09-02" "2017-09-03" "2017-09-04" "2017-09-05"
## [2456] "2017-09-06" "2017-09-07" "2017-09-08" "2017-09-09" "2017-09-10"
## [2461] "2017-09-11" "2017-09-12" "2017-09-13" "2017-09-14" "2017-09-15"
## [2466] "2017-09-16" "2017-09-17" "2017-09-18" "2017-09-19" "2017-09-20"
## [2471] "2017-09-21" "2017-09-22" "2017-09-23" "2017-09-24" "2017-09-25"
## [2476] "2017-09-26" "2017-09-27" "2017-09-28" "2017-09-29" "2017-09-30"
## [2481] "2017-10-01" "2017-10-02" "2017-10-03" "2017-10-04" "2017-10-05"
## [2486] "2017-10-06" "2017-10-07" "2017-10-08" "2017-10-09" "2017-10-10"
## [2491] "2017-10-11" "2017-10-12" "2017-10-13" "2017-10-14" "2017-10-15"
## [2496] "2017-10-16" "2017-10-17" "2017-10-18" "2017-10-19" "2017-10-20"
## [2501] "2017-10-21" "2017-10-22" "2017-10-23" "2017-10-24" "2017-10-25"
## [2506] "2017-10-26" "2017-10-27" "2017-10-28" "2017-10-29" "2017-10-30"
## [2511] "2017-10-31" "2017-11-01" "2017-11-02" "2017-11-03" "2017-11-04"
## [2516] "2017-11-05" "2017-11-06" "2017-11-07" "2017-11-08" "2017-11-09"
## [2521] "2017-11-10" "2017-11-11" "2017-11-12" "2017-11-13" "2017-11-14"
## [2526] "2017-11-15" "2017-11-16" "2017-11-17" "2017-11-18" "2017-11-19"
## [2531] "2017-11-20" "2017-11-21" "2017-11-22" "2017-11-23" "2017-11-24"
## [2536] "2017-11-25" "2017-11-26" "2017-11-27" "2017-11-28" "2017-11-29"
## [2541] "2017-11-30" "2017-12-01" "2017-12-02" "2017-12-03" "2017-12-04"
## [2546] "2017-12-05" "2017-12-06" "2017-12-07" "2017-12-08" "2017-12-09"
## [2551] "2017-12-10" "2017-12-11" "2017-12-12" "2017-12-13" "2017-12-14"
## [2556] "2017-12-15" "2017-12-16" "2017-12-17" "2017-12-18" "2017-12-19"
## [2561] "2017-12-20" "2017-12-21" "2017-12-22" "2017-12-23" "2017-12-24"
## [2566] "2017-12-25" "2017-12-26" "2017-12-27" "2017-12-28" "2017-12-29"
## [2571] "2017-12-30" "2017-12-31" "2018-01-01" "2018-01-02" "2018-01-03"
## [2576] "2018-01-04" "2018-01-05" "2018-01-06" "2018-01-07" "2018-01-08"
## [2581] "2018-01-09" "2018-01-10" "2018-01-11" "2018-01-12" "2018-01-13"
## [2586] "2018-01-14" "2018-01-15" "2018-01-16" "2018-01-17" "2018-01-18"
## [2591] "2018-01-19" "2018-01-20" "2018-01-21" "2018-01-22" "2018-01-23"
## [2596] "2018-01-24" "2018-01-25" "2018-01-26" "2018-01-27" "2018-01-28"
## [2601] "2018-01-29" "2018-01-30" "2018-01-31" "2018-02-01" "2018-02-02"
## [2606] "2018-02-03" "2018-02-04" "2018-02-05" "2018-02-06" "2018-02-07"
## [2611] "2018-02-08" "2018-02-09" "2018-02-10" "2018-02-11" "2018-02-12"
## [2616] "2018-02-13" "2018-02-14" "2018-02-15" "2018-02-16" "2018-02-17"
## [2621] "2018-02-18" "2018-02-19" "2018-02-20" "2018-02-21" "2018-02-22"
## [2626] "2018-02-23" "2018-02-24" "2018-02-25" "2018-02-26" "2018-02-27"
## [2631] "2018-02-28" "2018-03-01" "2018-03-02" "2018-03-03" "2018-03-04"
## [2636] "2018-03-05" "2018-03-06" "2018-03-07" "2018-03-08" "2018-03-09"
## [2641] "2018-03-10" "2018-03-11" "2018-03-12" "2018-03-13" "2018-03-14"
## [2646] "2018-03-15" "2018-03-16" "2018-03-17" "2018-03-18" "2018-03-19"
## [2651] "2018-03-20" "2018-03-21" "2018-03-22" "2018-03-23" "2018-03-24"
## [2656] "2018-03-25" "2018-03-26" "2018-03-27" "2018-03-28" "2018-03-29"
## [2661] "2018-03-30" "2018-03-31" "2018-04-01" "2018-04-02" "2018-04-03"
## [2666] "2018-04-04" "2018-04-05" "2018-04-06" "2018-04-07" "2018-04-08"
## [2671] "2018-04-09" "2018-04-10" "2018-04-11" "2018-04-12" "2018-04-13"
## [2676] "2018-04-14" "2018-04-15" "2018-04-16" "2018-04-17" "2018-04-18"
## [2681] "2018-04-19" "2018-04-20" "2018-04-21" "2018-04-22" "2018-04-23"
## [2686] "2018-04-24" "2018-04-25" "2018-04-26" "2018-04-27" "2018-04-28"
## [2691] "2018-04-29" "2018-04-30" "2018-05-01" "2018-05-02" "2018-05-03"
## [2696] "2018-05-04" "2018-05-05" "2018-05-06" "2018-05-07" "2018-05-08"
## [2701] "2018-05-09" "2018-05-10" "2018-05-11" "2018-05-12" "2018-05-13"
## [2706] "2018-05-14" "2018-05-15" "2018-05-16" "2018-05-17" "2018-05-18"
## [2711] "2018-05-19" "2018-05-20" "2018-05-21" "2018-05-22" "2018-05-23"
## [2716] "2018-05-24" "2018-05-25" "2018-05-26" "2018-05-27" "2018-05-28"
## [2721] "2018-05-29" "2018-05-30" "2018-05-31" "2018-06-01" "2018-06-02"
## [2726] "2018-06-03" "2018-06-04" "2018-06-05" "2018-06-06" "2018-06-07"
## [2731] "2018-06-08" "2018-06-09" "2018-06-10" "2018-06-11" "2018-06-12"
## [2736] "2018-06-13" "2018-06-14" "2018-06-15" "2018-06-16" "2018-06-17"
## [2741] "2018-06-18" "2018-06-19" "2018-06-20" "2018-06-21" "2018-06-22"
## [2746] "2018-06-23" "2018-06-24" "2018-06-25" "2018-06-26" "2018-06-27"
## [2751] "2018-06-28" "2018-06-29" "2018-06-30" "2018-07-01" "2018-07-02"
## [2756] "2018-07-03" "2018-07-04" "2018-07-05" "2018-07-06" "2018-07-07"
## [2761] "2018-07-08" "2018-07-09" "2018-07-10" "2018-07-11" "2018-07-12"
## [2766] "2018-07-13" "2018-07-14" "2018-07-15" "2018-07-16" "2018-07-17"
## [2771] "2018-07-18" "2018-07-19" "2018-07-20" "2018-07-21" "2018-07-22"
## [2776] "2018-07-23" "2018-07-24" "2018-07-25" "2018-07-26" "2018-07-27"
## [2781] "2018-07-28" "2018-07-29" "2018-07-30" "2018-07-31" "2018-08-01"
## [2786] "2018-08-02" "2018-08-03" "2018-08-04" "2018-08-05" "2018-08-06"
## [2791] "2018-08-07" "2018-08-08" "2018-08-09" "2018-08-10" "2018-08-11"
## [2796] "2018-08-12" "2018-08-13" "2018-08-14" "2018-08-15" "2018-08-16"
## [2801] "2018-08-17" "2018-08-18" "2018-08-19" "2018-08-20" "2018-08-21"
## [2806] "2018-08-22" "2018-08-23" "2018-08-24" "2018-08-25" "2018-08-26"
## [2811] "2018-08-27" "2018-08-28" "2018-08-29" "2018-08-30" "2018-08-31"
## [2816] "2018-09-01" "2018-09-02" "2018-09-03" "2018-09-04" "2018-09-05"
## [2821] "2018-09-06" "2018-09-07" "2018-09-08" "2018-09-09" "2018-09-10"
## [2826] "2018-09-11" "2018-09-12" "2018-09-13" "2018-09-14" "2018-09-15"
## [2831] "2018-09-16" "2018-09-17" "2018-09-18" "2018-09-19" "2018-09-20"
## [2836] "2018-09-21" "2018-09-22" "2018-09-23" "2018-09-24" "2018-09-25"
## [2841] "2018-09-26" "2018-09-27" "2018-09-28" "2018-09-29" "2018-09-30"
## [2846] "2018-10-01" "2018-10-02" "2018-10-03" "2018-10-04" "2018-10-05"
## [2851] "2018-10-06" "2018-10-07" "2018-10-08" "2018-10-09" "2018-10-10"
## [2856] "2018-10-11" "2018-10-12" "2018-10-13" "2018-10-14" "2018-10-15"
## [2861] "2018-10-16" "2018-10-17" "2018-10-18" "2018-10-19" "2018-10-20"
## [2866] "2018-10-21" "2018-10-22" "2018-10-23" "2018-10-24" "2018-10-25"
## [2871] "2018-10-26" "2018-10-27" "2018-10-28" "2018-10-29" "2018-10-30"
## [2876] "2018-10-31" "2018-11-01" "2018-11-02" "2018-11-03" "2018-11-04"
## [2881] "2018-11-05" "2018-11-06" "2018-11-07" "2018-11-08" "2018-11-09"
## [2886] "2018-11-10" "2018-11-11" "2018-11-12" "2018-11-13" "2018-11-14"
## [2891] "2018-11-15" "2018-11-16" "2018-11-17" "2018-11-18" "2018-11-19"
## [2896] "2018-11-20" "2018-11-21" "2018-11-22" "2018-11-23" "2018-11-24"
## [2901] "2018-11-25" "2018-11-26" "2018-11-27" "2018-11-28" "2018-11-29"
## [2906] "2018-11-30" "2018-12-01" "2018-12-02" "2018-12-03" "2018-12-04"
## [2911] "2018-12-05" "2018-12-06" "2018-12-07" "2018-12-08" "2018-12-09"
## [2916] "2018-12-10" "2018-12-11" "2018-12-12" "2018-12-13" "2018-12-14"
## [2921] "2018-12-15" "2018-12-16" "2018-12-17" "2018-12-18" "2018-12-19"
## [2926] "2018-12-20" "2018-12-21" "2018-12-22" "2018-12-23" "2018-12-24"
## [2931] "2018-12-25" "2018-12-26" "2018-12-27" "2018-12-28" "2018-12-29"
## [2936] "2018-12-30" "2018-12-31" "2019-01-01" "2019-01-02" "2019-01-03"
## [2941] "2019-01-04" "2019-01-05" "2019-01-06" "2019-01-07" "2019-01-08"
## [2946] "2019-01-09" "2019-01-10" "2019-01-11" "2019-01-12" "2019-01-13"
## [2951] "2019-01-14" "2019-01-15" "2019-01-16" "2019-01-17" "2019-01-18"
## [2956] "2019-01-19" "2019-01-20" "2019-01-21" "2019-01-22" "2019-01-23"
## [2961] "2019-01-24" "2019-01-25" "2019-01-26" "2019-01-27" "2019-01-28"
## [2966] "2019-01-29" "2019-01-30" "2019-01-31" "2019-02-01" "2019-02-02"
## [2971] "2019-02-03" "2019-02-04" "2019-02-05" "2019-02-06" "2019-02-07"
## [2976] "2019-02-08" "2019-02-09" "2019-02-10" "2019-02-11" "2019-02-12"
## [2981] "2019-02-13" "2019-02-14" "2019-02-15" "2019-02-16" "2019-02-17"
## [2986] "2019-02-18" "2019-02-19" "2019-02-20" "2019-02-21" "2019-02-22"
## [2991] "2019-02-23" "2019-02-24" "2019-02-25" "2019-02-26" "2019-02-27"
## [2996] "2019-02-28" "2019-03-01" "2019-03-02" "2019-03-03" "2019-03-04"
## [3001] "2019-03-05" "2019-03-06" "2019-03-07" "2019-03-08" "2019-03-09"
## [3006] "2019-03-10" "2019-03-11" "2019-03-12" "2019-03-13" "2019-03-14"
## [3011] "2019-03-15" "2019-03-16" "2019-03-17" "2019-03-18" "2019-03-19"
## [3016] "2019-03-20" "2019-03-21" "2019-03-22" "2019-03-23" "2019-03-24"
## [3021] "2019-03-25" "2019-03-26" "2019-03-27" "2019-03-28" "2019-03-29"
## [3026] "2019-03-30" "2019-03-31" "2019-04-01" "2019-04-02" "2019-04-03"
## [3031] "2019-04-04" "2019-04-05" "2019-04-06" "2019-04-07" "2019-04-08"
## [3036] "2019-04-09" "2019-04-10" "2019-04-11" "2019-04-12" "2019-04-13"
## [3041] "2019-04-14" "2019-04-15" "2019-04-16" "2019-04-17" "2019-04-18"
## [3046] "2019-04-19" "2019-04-20" "2019-04-21" "2019-04-22" "2019-04-23"
## [3051] "2019-04-24" "2019-04-25" "2019-04-26" "2019-04-27" "2019-04-28"
## [3056] "2019-04-29" "2019-04-30" "2019-05-01" "2019-05-02" "2019-05-03"
## [3061] "2019-05-04" "2019-05-05" "2019-05-06" "2019-05-07" "2019-05-08"
## [3066] "2019-05-09" "2019-05-10" "2019-05-11" "2019-05-12" "2019-05-13"
## [3071] "2019-05-14" "2019-05-15" "2019-05-16" "2019-05-17" "2019-05-18"
## [3076] "2019-05-19" "2019-05-20" "2019-05-21" "2019-05-22" "2019-05-23"
## [3081] "2019-05-24" "2019-05-25" "2019-05-26" "2019-05-27" "2019-05-28"
## [3086] "2019-05-29" "2019-05-30" "2019-05-31" "2019-06-01" "2019-06-02"
## [3091] "2019-06-03" "2019-06-04" "2019-06-05" "2019-06-06" "2019-06-07"
## [3096] "2019-06-08" "2019-06-09" "2019-06-10" "2019-06-11" "2019-06-12"
## [3101] "2019-06-13" "2019-06-14" "2019-06-15" "2019-06-16" "2019-06-17"
## [3106] "2019-06-18" "2019-06-19" "2019-06-20" "2019-06-21" "2019-06-22"
## [3111] "2019-06-23" "2019-06-24" "2019-06-25" "2019-06-26" "2019-06-27"
## [3116] "2019-06-28" "2019-06-29" "2019-06-30" "2019-07-01" "2019-07-02"
## [3121] "2019-07-03" "2019-07-04" "2019-07-05" "2019-07-06" "2019-07-07"
## [3126] "2019-07-08" "2019-07-09" "2019-07-10" "2019-07-11" "2019-07-12"
## [3131] "2019-07-13" "2019-07-14" "2019-07-15" "2019-07-16" "2019-07-17"
## [3136] "2019-07-18" "2019-07-19" "2019-07-20" "2019-07-21" "2019-07-22"
## [3141] "2019-07-23" "2019-07-24" "2019-07-25" "2019-07-26" "2019-07-27"
## [3146] "2019-07-28" "2019-07-29" "2019-07-30" "2019-07-31" "2019-08-01"
## [3151] "2019-08-02" "2019-08-03" "2019-08-04" "2019-08-05" "2019-08-06"
## [3156] "2019-08-07" "2019-08-08" "2019-08-09" "2019-08-10" "2019-08-11"
## [3161] "2019-08-12" "2019-08-13" "2019-08-14" "2019-08-15" "2019-08-16"
## [3166] "2019-08-17" "2019-08-18" "2019-08-19" "2019-08-20" "2019-08-21"
## [3171] "2019-08-22" "2019-08-23" "2019-08-24" "2019-08-25" "2019-08-26"
## [3176] "2019-08-27" "2019-08-28" "2019-08-29" "2019-08-30" "2019-08-31"
## [3181] "2019-09-01" "2019-09-02" "2019-09-03" "2019-09-04" "2019-09-05"
## [3186] "2019-09-06" "2019-09-07" "2019-09-08" "2019-09-09" "2019-09-10"
## [3191] "2019-09-11" "2019-09-12" "2019-09-13" "2019-09-14" "2019-09-15"
## [3196] "2019-09-16" "2019-09-17" "2019-09-18" "2019-09-19" "2019-09-20"
## [3201] "2019-09-21" "2019-09-22" "2019-09-23" "2019-09-24" "2019-09-25"
## [3206] "2019-09-26" "2019-09-27" "2019-09-28" "2019-09-29" "2019-09-30"
## [3211] "2019-10-01" "2019-10-02" "2019-10-03" "2019-10-04" "2019-10-05"
## [3216] "2019-10-06" "2019-10-07" "2019-10-08" "2019-10-09" "2019-10-10"
## [3221] "2019-10-11" "2019-10-12" "2019-10-13" "2019-10-14" "2019-10-15"
## [3226] "2019-10-16" "2019-10-17" "2019-10-18" "2019-10-19" "2019-10-20"
## [3231] "2019-10-21" "2019-10-22" "2019-10-23" "2019-10-24" "2019-10-25"
## [3236] "2019-10-26" "2019-10-27" "2019-10-28" "2019-10-29" "2019-10-30"
## [3241] "2019-10-31" "2019-11-01" "2019-11-02" "2019-11-03" "2019-11-04"
## [3246] "2019-11-05" "2019-11-06" "2019-11-07" "2019-11-08" "2019-11-09"
## [3251] "2019-11-10" "2019-11-11" "2019-11-12" "2019-11-13" "2019-11-14"
## [3256] "2019-11-15" "2019-11-16" "2019-11-17" "2019-11-18" "2019-11-19"
## [3261] "2019-11-20" "2019-11-21" "2019-11-22" "2019-11-23" "2019-11-24"
## [3266] "2019-11-25" "2019-11-26" "2019-11-27" "2019-11-28" "2019-11-29"
## [3271] "2019-11-30" "2019-12-01" "2019-12-02" "2019-12-03" "2019-12-04"
## [3276] "2019-12-05" "2019-12-06" "2019-12-07" "2019-12-08" "2019-12-09"
## [3281] "2019-12-10" "2019-12-11" "2019-12-12" "2019-12-13" "2019-12-14"
## [3286] "2019-12-15" "2019-12-16" "2019-12-17" "2019-12-18" "2019-12-19"
## [3291] "2019-12-20" "2019-12-21" "2019-12-22" "2019-12-23" "2019-12-24"
## [3296] "2019-12-25" "2019-12-26" "2019-12-27" "2019-12-28" "2019-12-29"
## [3301] "2019-12-30" "2019-12-31" "2020-01-01" "2020-01-02" "2020-01-03"
## [3306] "2020-01-04" "2020-01-05" "2020-01-06" "2020-01-07" "2020-01-08"
## [3311] "2020-01-09" "2020-01-10" "2020-01-11" "2020-01-12" "2020-01-13"
## [3316] "2020-01-14" "2020-01-15" "2020-01-16" "2020-01-17" "2020-01-18"
## [3321] "2020-01-19" "2020-01-20" "2020-01-21" "2020-01-22" "2020-01-23"
## [3326] "2020-01-24" "2020-01-25" "2020-01-26" "2020-01-27" "2020-01-28"
## [3331] "2020-01-29" "2020-01-30" "2020-01-31" "2020-02-01" "2020-02-02"
## [3336] "2020-02-03" "2020-02-04" "2020-02-05" "2020-02-06" "2020-02-07"
## [3341] "2020-02-08" "2020-02-09" "2020-02-10" "2020-02-11" "2020-02-12"
## [3346] "2020-02-13" "2020-02-14" "2020-02-15" "2020-02-16" "2020-02-17"
## [3351] "2020-02-18" "2020-02-21" "2020-02-22" "2020-02-23" "2020-02-24"
## [3356] "2020-02-25" "2020-02-26" "2020-02-27" "2020-02-28" "2020-02-29"
## [3361] "2020-03-01" "2020-03-02" "2020-03-03" "2020-03-04" "2020-03-05"
## [3366] "2020-03-06" "2020-03-07" "2020-03-08" "2020-03-09" "2020-03-10"
## [3371] "2020-03-11" "2020-03-12" "2020-03-13" "2020-03-14" "2020-03-15"
## [3376] "2020-03-16" "2020-03-17" "2020-03-18" "2020-03-19" "2020-03-20"
## [3381] "2020-03-21" "2020-03-22" "2020-03-23" "2020-03-24" "2020-03-25"
## [3386] "2020-03-26" "2020-03-27" "2020-03-28" "2020-03-29" "2020-03-30"
## [3391] "2020-03-31" "2020-04-01" "2020-04-02" "2020-04-03" "2020-04-04"
## [3396] "2020-04-05" "2020-04-06" "2020-04-07" "2020-04-08" "2020-04-09"
## [3401] "2020-04-10" "2020-04-11" "2020-04-12" "2020-04-13" "2020-04-14"
## [3406] "2020-04-15" "2020-04-16" "2020-04-17" "2020-04-18" "2020-04-19"
## [3411] "2020-04-20" "2020-04-21" "2020-04-26" "2020-04-25" "2020-04-24"
## [3416] "2020-04-23" "2020-04-22" "2020-02-20" "2020-02-19" "2020-04-27"
## [3421] "2020-04-28" "2020-04-29" "2020-04-30" "2020-05-01" "2020-05-02"
## [3426] "2020-05-03" "2020-05-04" "2020-05-05" "2020-05-06" "2020-05-07"
## [3431] "2020-05-08" "2020-05-09" "2020-05-10" "2020-05-11" "2020-05-12"
## [3436] "2020-05-13" "2020-05-14" "2020-05-15" "2020-05-16" "2020-05-17"
## [3441] "2020-05-18" "2020-05-19" "2020-05-20" "2020-05-21" "2020-05-22"
## [3446] "2020-05-23" "2020-05-24" "2020-05-25" "2020-05-26" "2020-05-27"
## [3451] "2020-05-28" "2020-05-29" "2020-05-30" "2020-05-31" "2020-06-01"
## [3456] "2020-06-02" "2020-06-03" "2020-06-04" "2020-06-05" "2020-06-06"
## [3461] "2020-06-07" "2020-06-08" "2020-06-09" "2020-06-10" "2020-06-11"
## [3466] "2020-06-12" "2020-06-13" "2020-06-14" "2020-06-15" "2020-06-16"
## [3471] "2020-06-17" "2020-06-18" "2020-06-19" "2020-06-20" "2020-06-21"
## [3476] "2020-06-22" "2020-06-23" "2020-06-24" "2020-06-25" "2020-06-26"
## [3481] "2020-06-27" "2020-06-28" "2020-06-29" "2020-06-30" "2020-07-01"
## [3486] "2020-07-02" "2020-07-03" "2020-07-04" "2020-07-05" "2020-07-06"
## [3491] "2020-07-07" "2020-07-08" "2020-07-09" "2020-07-10" "2020-07-11"
## [3496] "2020-07-12" "2020-07-13" "2020-07-14" "2020-07-15" "2020-07-16"
## [3501] "2020-07-17" "2020-07-18" "2020-07-19" "2020-07-20" "2020-07-21"
## [3506] "2020-07-22" "2020-07-23" "2020-07-24" "2020-07-25" "2020-07-26"
## [3511] "2020-07-27" "2020-07-28" "2020-07-29" "2020-07-30" "2020-07-31"
## [3516] "2020-08-01" "2020-08-02" "2020-08-03" "2020-08-04" "2020-08-05"
## [3521] "2020-08-06" "2020-08-07" "2020-08-08" "2020-08-09" "2020-08-10"
## [3526] "2020-08-11" "2020-08-12" "2020-08-13" "2020-08-14" "2020-08-15"
## [3531] "2020-08-16" "2020-08-17" "2020-08-18" "2020-08-19" "2020-08-20"
## [3536] "2020-08-21" "2020-08-22" "2020-08-23" "2020-08-24" "2020-08-25"
## [3541] "2020-08-26" "2020-08-27" "2020-08-28" "2020-08-29" "2020-08-30"
## [3546] "2020-08-31" "2020-09-01" "2020-09-02" "2020-09-03" "2020-09-04"
## [3551] "2020-09-05" "2020-09-06" "2020-09-07" "2020-09-08" "2020-09-09"
## [3556] "2020-09-10" "2020-09-11" "2020-09-12" "2020-09-13" "2020-09-14"
## [3561] "2020-09-15" "2020-09-16" "2020-09-17" "2020-09-18" "2020-09-19"
## [3566] "2020-09-20" "2020-09-21" "2020-09-22" "2020-09-23" "2020-09-24"
## [3571] "2020-09-25" "2020-09-26" "2020-09-27" "2020-09-28" "2020-09-29"
## [3576] "2020-09-30" "2020-10-01" "2020-10-02" "2020-10-03" "2020-10-04"
## [3581] "2020-10-05" "2020-10-06" "2020-10-07" "2020-10-08" "2020-10-09"
## [3586] "2020-10-10" "2020-10-11" "2020-10-12" "2020-10-13" "2020-10-14"
## [3591] "2020-10-15" "2020-10-16" "2020-10-17" "2020-10-18" "2020-10-19"
## [3596] "2020-10-20" "2020-10-21" "2020-10-22" "2020-10-23" "2020-10-24"
## [3601] "2020-10-25" "2020-10-26" "2020-10-27" "2020-10-28" "2020-10-29"
## [3606] "2020-10-30" "2020-10-31" "2020-11-01" "2020-11-02" "2020-11-03"
## [3611] "2020-11-04" "2020-11-05" "2020-11-06" "2020-11-07" "2020-11-08"
## [3616] "2020-11-09" "2020-11-10" "2020-11-11" "2020-11-12" "2020-11-13"
## [3621] "2020-11-14" "2020-11-15" "2020-11-16" "2020-11-17" "2020-11-18"
## [3626] "2020-11-19" "2020-11-20" "2020-11-21" "2020-11-22" "2020-11-23"
## [3631] "2020-11-24" "2020-11-25" "2020-11-26" "2020-11-27" "2020-11-28"
## [3636] "2020-11-29" "2020-11-30" "2020-12-01" "2020-12-02" "2020-12-03"
## [3641] "2020-12-04" "2020-12-05" "2020-12-06" "2020-12-07" "2020-12-08"
## [3646] "2020-12-09" "2020-12-10" "2020-12-11" "2020-12-12" "2020-12-13"
## [3651] "2020-12-14" "2020-12-15" "2020-12-16" "2020-12-17" "2020-12-18"
## [3656] "2020-12-19" "2020-12-20" "2020-12-21" "2020-12-22" "2020-12-23"
## [3661] "2020-12-24" "2020-12-25" "2020-12-26" "2020-12-27" "2020-12-28"
## [3666] "2020-12-29" "2020-12-30" "2020-12-31" "2021-01-01" "2021-01-02"
## [3671] "2021-01-03" "2021-01-04" "2021-01-05" "2021-01-06" "2021-01-07"
## [3676] "2021-01-08" "2021-01-09" "2021-01-10" "2021-01-11" "2021-01-12"
## [3681] "2021-01-13" "2021-01-14" "2021-01-15" "2021-01-16" "2021-01-17"
## [3686] "2021-01-18" "2021-01-19" "2021-01-20" "2021-01-21" "2021-01-22"
## [3691] "2021-01-23" "2021-01-24" "2021-01-25" "2021-01-26" "2021-01-27"
## [3696] "2021-01-28" "2021-01-29" "2021-01-30" "2021-01-31" "2021-02-01"
## [3701] "2021-02-02" "2021-02-03" "2021-02-04" "2021-02-05" "2021-02-06"
## [3706] "2021-02-07" "2021-02-08" "2021-02-09" "2021-02-10" "2021-02-11"
## [3711] "2021-02-12" "2021-02-13" "2021-02-14" "2021-02-15" "2021-02-16"
## [3716] "2021-02-17" "2021-02-18" "2021-02-19" "2021-02-20" "2021-02-21"
## [3721] "2021-02-22" "2021-02-23" "2021-02-24" "2021-02-25" "2021-02-26"
## [3726] "2021-02-27" "2021-02-28" "2021-03-01" "2021-03-02" "2021-03-03"
## [3731] "2021-03-04" "2021-03-05" "2021-03-06" "2021-03-07" "2021-03-08"
## [3736] "2021-03-09" "2021-03-10" "2021-03-11" "2021-03-12" "2021-03-13"
## [3741] "2021-03-14" "2021-03-15" "2021-03-16" "2021-03-17" "2021-03-18"
## [3746] "2021-03-19" "2021-03-20" "2021-03-21" "2021-03-22" "2021-03-23"
## [3751] "2021-03-24" "2021-03-25" "2021-03-26" "2021-03-27" "2021-03-28"
## [3756] "2021-03-29" "2021-03-30" "2021-03-31" "2021-04-01" "2021-04-02"
## [3761] "2021-04-03" "2021-04-04" "2021-04-05" "2021-04-06" "2021-04-07"
## [3766] "2021-04-08" "2021-04-09" "2021-04-10" "2021-04-11" "2021-04-12"
## [3771] "2021-04-13" "2021-04-14" "2021-04-15" "2021-04-16" "2021-04-17"
## [3776] "2021-04-18" "2021-04-19" "2021-04-20" "2021-04-21" "2021-04-22"
## [3781] "2021-04-23" "2021-04-24" "2021-04-25" "2021-04-26" "2021-04-27"
## [3786] "2021-04-28" "2021-04-29" "2021-04-30" "2021-05-01" "2021-05-02"
## [3791] "2021-05-03" "2021-05-04" "2021-05-05" "2021-05-06" "2021-05-07"
## [3796] "2021-05-08" "2021-05-09" "2021-05-10" "2021-05-11" "2021-05-12"
## [3801] "2021-05-13" "2021-05-14" "2021-05-15" "2021-05-16" "2021-05-17"
## [3806] "2021-05-18" "2021-05-19" "2021-05-20" "2021-05-21" "2021-05-22"
## [3811] "2021-05-23" "2021-05-24" "2021-05-25" "2021-05-26" "2021-05-27"
## [3816] "2021-05-28" "2021-05-29" "2021-05-30" "2021-05-31" "2021-06-01"
## [3821] "2021-06-02" "2021-06-03" "2021-06-04" "2021-06-05" "2021-06-06"
## [3826] "2021-06-07" "2021-06-08" "2021-06-09" "2021-06-10" "2021-06-11"
## [3831] "2021-06-12" "2021-06-13" "2021-06-14" "2021-06-15" "2021-06-16"
## [3836] "2021-06-17" "2021-06-18" "2021-06-19" "2021-06-20" "2021-06-21"
## [3841] "2021-06-22" "2021-06-23" "2021-06-24" "2021-06-25" "2021-06-26"
## [3846] "2021-06-27" "2021-06-28" "2021-06-29" "2021-06-30" "2021-07-01"
## [3851] "2021-07-02" "2021-07-03" "2021-07-04" "2021-07-05" "2021-07-06"
## [3856] "2021-07-07" "2021-07-08" "2021-07-09" "2021-07-10" "2021-07-11"
## [3861] "2021-07-12" "2021-07-13" "2021-07-14" "2021-07-15" "2021-07-16"
## [3866] "2021-07-17" "2021-07-18" "2021-07-20" "2021-07-22" "2021-07-24"
## [3871] "2021-07-26" "2021-07-28" "2021-07-29" "2021-07-31" "2021-08-01"
## [3876] "2021-08-02" "2021-08-04" "2021-08-06" "2021-08-08" "2021-08-09"
## [3881] "2021-08-10" "2021-08-11" "2021-08-13" "2021-08-14" "2021-08-16"
## [3886] "2021-08-17" "2021-08-18" "2021-08-19" "2021-08-20" "2021-08-21"
## [3891] "2021-08-22" "2021-08-23" "2021-08-24" "2021-08-25" "2021-08-26"
## [3896] "2021-08-27" "2021-08-28" "2021-08-29" "2021-08-30" "2021-08-31"
## [3901] "2021-09-01" "2021-09-02" "2021-09-03" "2021-09-04" "2021-09-05"
## [3906] "2021-09-06" "2021-09-07" "2021-09-08" "2021-09-09" "2021-09-10"
## [3911] "2021-09-11" "2021-09-12" "2021-09-13" "2021-09-14" "2021-09-15"
## [3916] "2021-09-16" "2021-09-17" "2021-09-18" "2021-09-19" "2021-09-20"
## [3921] "2021-09-21" "2021-09-22" "2021-09-23" "2021-09-24" "2021-09-25"
## [3926] "2021-09-26" "2021-09-27" "2021-09-28" "2021-09-29" "2021-09-30"
## [3931] "2021-10-01" "2021-10-02" "2021-10-03" "2021-10-04" "2021-10-05"
## [3936] "2021-10-06" "2021-10-07" "2021-10-08" "2021-10-09" "2021-10-10"
## [3941] "2021-10-11" "2021-10-12" "2021-10-13" "2021-10-14" "2021-10-15"
## [3946] "2021-10-16" "2021-10-17" "2021-10-18" "2021-10-19" "2021-10-20"
## [3951] "2021-10-21" "2021-10-22" "2021-10-23" "2021-10-24" "2021-10-25"
## [3956] "2021-10-26" "2021-10-27" "2021-10-28" "2021-10-29" "2021-10-30"
## [3961] "2021-10-31" "2021-11-01" "2021-11-02" "2021-11-03" "2021-11-04"
## [3966] "2021-11-05" "2021-11-06" "2021-11-07" "2021-11-08" "2021-11-09"
## [3971] "2021-11-10" "2021-11-11" "2021-11-12" "2021-11-13" "2021-11-14"
## [3976] "2021-11-15" "2021-11-16" "2021-11-17" "2021-11-18" "2021-11-19"
## [3981] "2021-11-20" "2021-11-21" "2021-11-22" "2021-11-23" "2021-11-24"
## [3986] "2021-11-25" "2021-11-26" "2021-11-27" "2021-11-28" "2021-11-29"
## [3991] "2021-11-30" "2021-12-01" "2021-12-02" "2021-12-03" "2021-12-04"
## [3996] "2021-12-05" "2021-12-06" "2021-12-07" "2021-12-08" "2021-12-09"
## [4001] "2021-12-10" "2021-12-11" "2021-12-12" "2021-12-13" "2021-12-14"
## [4006] "2021-12-15" "2021-12-16" "2021-12-17" "2021-12-18" "2021-12-19"
## [4011] "2021-12-20" "2021-12-21" "2021-12-22" "2021-12-23" "2021-12-24"
## [4016] "2021-12-25" "2021-12-26" "2021-12-27" "2021-12-28" "2021-12-29"
## [4021] "2021-12-30" "2021-12-31" "2022-01-01" "2022-01-02" "2022-01-03"
## [4026] "2022-01-04" "2022-01-05" "2022-01-06" "2022-01-07" "2022-01-08"
## [4031] "2022-01-09" "2022-01-10" "2022-01-11" "2022-01-12" "2022-01-13"
## [4036] "2022-01-14" "2022-01-15" "2022-01-16" "2022-01-17" "2022-01-18"
## [4041] "2022-01-19" "2022-01-20" "2022-01-21" "2022-01-22" "2022-01-23"
## [4046] "2022-01-24" "2022-01-25" "2022-01-26" "2022-01-27" "2022-01-28"
## [4051] "2022-01-29" "2022-01-30" "2022-01-31" "2022-02-01" "2022-02-02"
## [4056] "2022-02-03" "2022-02-04" "2022-02-05" "2022-02-06" "2022-02-07"
## [4061] "2022-02-08" "2022-02-09" "2022-02-10" "2022-02-11" "2022-02-12"
## [4066] "2022-02-13" "2022-02-14" "2022-02-15" "2022-02-16" "2022-02-17"
## [4071] "2022-02-18" "2022-02-19" "2022-02-20" "2022-02-21" "2022-02-22"
## [4076] "2022-02-23" "2022-02-24" "2022-02-25" "2022-02-26" "2022-02-27"
## [4081] "2022-02-28" "2022-03-01" "2022-03-02" "2022-03-03" "2022-03-04"
## [4086] "2022-03-05" "2022-03-06" "2022-03-07" "2022-03-08" "2022-03-09"
## [4091] "2022-03-10" "2022-03-11" "2022-03-12" "2022-03-13" "2022-03-14"
## [4096] "2022-03-15" "2022-03-16" "2022-03-17" "2022-03-18" "2022-03-19"
## [4101] "2022-03-20" "2022-03-21" "2022-03-22" "2022-03-23" "2022-03-24"
## [4106] "2022-03-25" "2022-03-26" "2022-03-27" "2022-03-28" "2022-03-29"
## [4111] "2022-03-30" "2022-03-31" "2022-04-01" "2022-04-02" "2022-04-03"
## [4116] "2022-04-04" "2022-04-05" "2022-04-06" "2022-04-07" "2022-04-08"
## [4121] "2022-04-09" "2022-04-10" "2022-04-11" "2022-04-12" "2022-04-13"
## [4126] "2022-04-14" "2022-04-15" "2022-04-16" "2022-04-17" "2022-04-18"
## [4131] "2022-04-19" "2022-04-20" "2022-04-21" "2022-04-22" "2022-04-23"
## [4136] "2022-04-24" "2022-04-25" "2022-04-26" "2022-04-27" "2022-04-28"
## [4141] "2022-04-29" "2022-04-30" "2022-05-01" "2022-05-02" "2022-05-03"
## [4146] "2022-05-04" "2022-05-05" "2022-05-06" "2022-05-07" "2022-05-08"
## [4151] "2022-05-09" "2022-05-10" "2022-05-11" "2022-05-12" "2022-05-13"
## [4156] "2022-05-14" "2022-05-15" "2022-05-16" "2022-05-17" "2022-05-18"
## [4161] "2022-05-19" "2022-05-20" "2022-05-21" "2022-05-22" "2022-05-23"
## [4166] "2022-05-24" "2022-05-25" "2022-05-26" "2022-05-27" "2022-05-28"
## [4171] "2022-05-29" "2022-05-30" "2022-05-31" "2022-06-01" "2022-06-02"
## [4176] "2022-06-03" "2022-06-04" "2022-06-05" "2022-06-06" "2022-06-07"
## [4181] "2022-06-09" "2022-06-10" "2022-06-11" "2022-06-12" "2022-06-13"
## [4186] "2022-06-14" "2022-06-15" "2022-06-16" "2022-06-17" "2022-06-18"
## [4191] "2022-06-19" "2022-06-20" "2022-06-21" "2022-06-22" "2022-06-23"
## [4196] "2022-06-24" "2022-06-25" "2022-06-26" "2022-06-27" "2022-06-28"
## [4201] "2022-06-29" "2022-06-30" "2022-07-01" "2022-07-02" "2022-07-03"
## [4206] "2022-07-04" "2022-07-05" "2022-07-06" "2022-07-07" "2022-07-08"
## [4211] "2022-07-09" "2022-07-10" "2022-07-11" "2022-07-12" "2022-07-13"
## [4216] "2022-07-14" "2022-07-15" "2022-07-16" "2022-07-17" "2022-07-18"
## [4221] "2022-07-19" "2022-07-20" "2022-07-21" "2022-07-22" "2022-07-23"
## [4226] "2022-07-24" "2022-07-25" "2022-07-26" "2022-07-27" "2022-07-28"
## [4231] "2022-07-29" "2022-07-30" "2022-07-31" "2022-08-01" "2022-08-02"
## [4236] "2022-08-03" "2022-08-04" "2022-08-05" "2022-08-06" "2022-08-07"
## [4241] "2022-08-08" "2022-08-09" "2022-08-10" "2022-08-11" "2022-08-12"
## [4246] "2022-08-13" "2022-08-14" "2022-08-15" "2022-08-16" "2022-08-17"
## [4251] "2022-08-18" "2022-08-19" "2022-08-20" "2022-08-21" "2022-08-22"
## [4256] "2022-08-23" "2022-08-24" "2022-08-25" "2022-08-26" "2022-08-27"
## [4261] "2022-08-28" "2022-08-29" "2022-08-30" "2022-08-31" "2022-09-01"
## [4266] "2022-09-02" "2022-09-03" "2022-09-04" "2022-09-05" "2022-09-06"
## [4271] "2022-09-07" "2022-09-08" "2022-09-09" "2022-09-10" "2022-09-11"
## [4276] "2022-09-12" "2022-09-13" "2022-09-14" "2022-09-15" "2022-09-16"
## [4281] "2022-09-17" "2022-09-18" "2022-09-19" "2022-09-20" "2022-09-21"
## [4286] "2022-09-22" "2022-09-23" "2022-09-24" "2022-09-25" "2022-09-26"
## [4291] "2022-09-27" "2022-09-28" "2022-09-29" "2022-09-30" "2022-10-01"
## [4296] "2022-10-02" "2022-10-03" "2022-10-04" "2022-10-05" "2022-10-06"
## [4301] "2022-10-07" "2022-10-08" "2022-10-09" "2022-10-10" "2022-10-11"
## [4306] "2022-10-12" "2022-10-13" "2022-10-14" "2022-10-15" "2022-10-16"
## [4311] "2022-10-17" "2022-10-18" "2022-10-19" "2022-10-20" "2022-10-21"
## [4316] "2022-10-22" "2022-10-23" "2022-10-24" "2022-10-25" "2022-10-26"
## [4321] "2022-10-27" "2022-10-28" "2022-10-29" "2022-10-30" "2022-10-31"
## [4326] "2022-11-01" "2022-11-02" "2022-11-03" "2022-11-04" "2022-11-05"
## [4331] "2022-11-06" "2022-11-07" "2022-11-08" "2022-11-09" "2022-11-10"
## [4336] "2022-11-11" "2022-11-12" "2022-11-13" "2022-11-14" "2022-11-15"
## [4341] "2022-11-16" "2022-11-17" "2022-11-18" "2022-11-19" "2022-11-20"
## [4346] "2022-11-21" "2022-11-22" "2022-11-23" "2022-11-24" "2022-11-25"
## [4351] "2022-11-26" "2022-11-27" "2022-11-28" "2022-11-29" "2022-11-30"
## [4356] "2022-12-01" "2022-12-02" "2022-12-03" "2022-12-04" "2022-12-05"
## [4361] "2022-12-06" "2022-12-07" "2022-12-08" "2022-12-09" "2022-12-10"
## [4366] "2022-12-11" "2022-12-12" "2022-12-13" "2022-12-14" "2022-12-15"
## [4371] "2022-12-16" "2022-12-17" "2022-12-18" "2022-12-19" "2022-12-20"
## [4376] "2022-12-21" "2022-12-22" "2022-12-23" "2022-12-24" "2022-12-25"
## [4381] "2022-12-26" "2022-12-27" "2022-12-28" "2022-12-29" "2022-12-30"
## [4386] "2022-12-31" "2023-01-01" "2023-01-02" "2023-01-03" "2023-01-04"
## [4391] "2023-01-05" "2023-01-06" "2023-01-07" "2023-01-08" "2023-01-09"
## [4396] "2023-01-10" "2023-01-11" "2023-01-12" "2023-01-13" "2023-01-14"
## [4401] "2023-01-15" "2023-01-16" "2023-01-17" "2023-01-18" "2023-01-19"
## [4406] "2023-01-20" "2023-01-21" "2023-01-22" "2023-01-23" "2023-01-24"
## [4411] "2023-01-25" "2023-01-26"katalog_gempa$tgl <- as.Date(katalog_gempa$tgl, format="%Y-%m-%d")
xlim(min(katalog_gempa$tgl), max(katalog_gempa$tgl) + as.difftime(100, units="days"))## <ScaleContinuousDate>
## Range:
## Limits: 1.42e+04 -- 1.95e+04geom_text(x=max(katalog_gempa$tgl) + as.difftime(10, units="days"),
y=tail(katalog_gempa$mag, 1) + 30,
label="magnitudo", size=5, color="blue", hjust=-0.1)## geom_text: parse = FALSE, check_overlap = FALSE, size.unit = mm, na.rm = FALSE
## stat_identity: na.rm = FALSE
## position_identityMenambahkan nama kelompok
ggplot(data = katalog_gempa, aes(x=tgl)) +
geom_line(aes(y=mag), lwd=1.2, col="blue", alpha = 0.5) +
geom_line(aes(y=depth/100), lwd=1.2, col="red", alpha = 0.5) +
scale_y_continuous(
name = "Magnitudo",
sec.axis = sec_axis(~ . * 100, name = "Kedalaman (km)")
) +
labs(x = "Waktu", title = "Tren Magnitudo dan Kedalaman Gempa (Kedalaman Dibagi 100)") +
theme_minimal()