Análisis de criptomonedas, evolución y actualidad.

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Trabajo elaborado para la asignatura “Programación y manejo de datos en la era del Big Data” de la Universitat de València durante el curso 2021-2022. El repo del trabajo está aquí.

La página web de la asignatura y los trabajos de mis compañeros pueden verse aquí.

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1. Introducción

1.1. LAS CRIPTOMONEDAS

Las criptomonedas son divisas digitales Peer-to-peer (P2P). ¿Qué es el P2P? Las plataformas de pagos online que conocemos hoy en día pertenecen a organizaciones. Ellos retienen tu dinero y debes solicitar alguna transacción o transferencia a tu nombre si deseas gastar en algo. Con las criptomonedas, no existe ninguna organización. Entonces, tanto tú como tus amigos y familiares pueden ser su propio banco gracias a que tu ordenador se conecta con los ordenadores de otras personas, lo que permite una comunicación directa sin intermediarios. Nadie puede evitar que uses tus criptomonedas. En cambio, los servicios de pagos centralizados pueden congelar tus cuentas o evitar que realices transacciones.

1.2. ¿ACTIVO REFUGIO?

No obstante, las criptomonedas también sirven como activo refugio. ¿Qué es un activo refugio? El valor de la riqueza suele bajar o desaparecer. Por ejemplo, la comida caduca, los objetos tienen amortización, y el dinero tiende a devaluarse con la inflación. Pero las personas queremos almacenar la riqueza. Para esto están los activos refugio. Los ejemplos típicos son el oro, los cuadros o las casas. ¿Pero por qué Bitcoin es un buen activo refugio?

• Escasez extrema: nunca habrá más de 21 millones de bitcoin (no ocurre con otro activo)
• No se puede robar o confiscar por el estado (el oro se puede robar y se ha confiscado por el estado)
• Fácil de enviar (una casa no se puede mover)
• Fácil de liquidar (se puede vender en cualquier momento)

2. Datos que hemos utilizado.

DATOS

Los datos usados en este trabajo han sido obtenidos de diferentes fuentes y posteriormente los hemos ido modificando para usarlos.

En primer lugar, tomamos los datos principales acerca del precio de las criptomonedas desde kaggle, la fuente de estos datos es Blockchain.com, una fuente de referencia en este mundo.

Por otra parte, otros datos de criptomonedas menos conocidas (altcoins) los tomamos de dos paquetes: Crypto2 y quantmond, de ambos, tuvimos que “limpiar” los datos (como mostramos en la pestaña “tidy”).

Además, para la obtención de datos como los retornos, usamos paquetes especiales para el análisis técnico como PerformanceAnalytics.

De igual forma, cada gráfico, análisis, tabla… ha necesitado un tratado especial que veremos en cada apartado concreto.

TIDY

#Limpieza para estudio actual de criptomonedas

coins <- crypto_list(only_active=TRUE)
coin_hist <- crypto_history(coins, limit=500, start_date="20211130", end_date="20211130") %>%
  filter(timestamp=="2021-11-30 23:59:59") 


coin_info<- crypto_info(coins,limit=500)


a<-coin_info %>% select(slug,urls, logo, category) %>% 
  unnest(urls) %>% filter(name %in% c("reddit","twitter")) %>%
  select(slug,url,logo)
c<-full_join(a,coin_hist, by="slug") %>% mutate(close= round(close,2))

c$url <- paste0("<a href='",c$url,"'>",c$url,"</a>")
c$logo<- paste0("'<img src=", c$logo, "></img>'")

data_total2<-read.csv("./datos/data_total2.csv")

#QUANTMOD

portfolio = c("ETH-USD")
datos <- getSymbols(portfolio, src = "yahoo", from = "2018-01-01")

datos_tecnico_eth <- `ETH-USD`

portfolio = c("BTC-USD")
datos <- getSymbols(portfolio, src = "yahoo", from = "2018-01-01")

datos_analisis_btc <- `BTC-USD`


data_total <- read_csv("datos/data_total.csv")

data_eth <- data_total %>% filter(Name == "Ethereum")

data_eth <- data_eth %>% select(Date, Close)

data_eth <- data_eth %>% rename(ds = Date, y = Close)

modelo1 <- prophet(data_eth)
horizonte1 <- make_future_dataframe(modelo1, periods = 365)

forecast1 <- predict(modelo1, horizonte1)

2.1. Datos finales.

EGG

Los datos finales con los que trabajamos los podemos ver en la siguiente tabla.

Más adelante mostraremos otra tabla con más información acerca de las altcoins, pero antes debemos explicar algunos conceptos

Código

datas<-data_total %>% select(Name, Symbol, Date, Close, Volume, Marketcap)
datatable(datas,escape=FALSE, class="cell-border stripe", extensions = c("Buttons","FixedColumns"),
          options = list(dom = 'Blfrtip',
                         fixedColumns=list(leftColumns=2),
                         buttons = c('copy', 'csv', 'excel', 'pdf', 'print'), 
                         pageLength = 6, autoWidth = TRUE,
                         columnDefs = list(list(width = '280px', targets = c(1, 5)))))

3. No sólo existe Bitcoin…

Durante los últimos años, la criptomoneda que más hemos escuchado es Bitcoin, sin embargo, no es la única que existe, aunque sí la más valiosa. Existen muchas criptomonedas que han ido surgiendo a lo largo de los años. Nuestro análisis posterior se centrará en Bitcoin y en Ethereum, las dos más importantes a día de hoy, o, por lo menos de las que más se habla; pero antes, debemos detenernos en ver la gran cantidad de criptomonedas que hay, su valor, y cómo algunas “superan” a Bitcoin en algunos aspectos.

3.1 El surgimiento de las “altcoins”.

Altcoins

Las criptomonedas alternativas (o altcoins) es como se suele llamar a aquellas criptomonedas que no se encuentran entre las 10 principales en cuanto a capitalización, y como podemos ver, en los últimos años han surgido muchas:

Las primeras criptomonedas surgieron en el año 2013, por eso, gran parte de nuestros análisis empezarán en torno a 2013/2014.

Vemos que han surgido muchas criptomonedas en los últimos años, y a partir de este gráfico, nos empezamos a cuestionar la siguiente hipótesis: ¿La aparición de nuevas criptomonedas va “por modas”?

Código

coins <- crypto_list(only_active=TRUE)
names(coins)
a<-coins %>% 
  slice_min(n=50, rank) %>% 
  select(slug,rank, first_historical_data) %>%
  mutate( ano= format(first_historical_data, "%Y")) %>%
  mutate(ano= as.numeric(ano))

str(a)

plot<- ggplot(a, aes(x=slug, y= first_historical_data)) + 
  geom_segment( aes(x=slug, xend=slug, y=15000, yend=first_historical_data), color="grey") +
  geom_point( color="orange", size=4, alpha=0.7) +
  theme_light() +
  coord_flip() +
  theme(
    panel.grid.major.y = element_blank(),
    panel.border = element_blank(),
    axis.ticks.y = element_blank()
  ) 

ggplotly(plot)

3.2 ¿Altcoins = Moda?

¿Moda?

En este gráfico nos planteamos hasta qué punto la aparición de nuevas altcoins está relacionado con el hecho de que el Bitcoin haya subido de precio en las últimas semanas;

Se puede observar, que en los períodos en los que el Bitcoin está en máximos (o está subiendo hacia uno) aparecen más altcoins que en el resto de períodos, por lo que, hasta cierto punto, la aparición de nuevas criptomonedas sí está relacionada.

Esto no es un punto a favor de las altcoins y vemos cómo algunas se centran fundamentalmente en la especulación. De igual manera, otras criptomonedas menos conocidas forman parte de proyectos que el público ha considerado interesantes y han tenido un mayor apoyo; de hecho, han llegado a superar a Bitcoin en cuanto a volumen o marketcap…

Código

coin_Bitcoin <- read_csv("datos/coin_Bitcoin2.csv")
str(coin_Bitcoin)
names(coin_Bitcoin)
coins <- crypto_list(only_active=TRUE)
a<-coins %>% 
  slice_min(n=800, rank) %>% 
  select(slug,rank, first_historical_data) %>% 
  rename("Data" = "first_historical_data") %>%
  mutate(Date=as.numeric(Data)) %>% mutate(ok=1) %>%
  group_by(Date= floor_date(Data, "month")) %>%
  summarize(nuevas= sum(ok))
str(a)
btc<-coin_Bitcoin %>% select(Name, Date, Close) %>%
  mutate(Date=as.numeric(Date)) 


p<- ggplot(btc, aes(x= Date, y= Close)) + 
  geom_col(fill="black") + geom_hline(yintercept = 70000, color="orange") 

p<-p + geom_point(data = a, 
              aes(x = Date, y = 70000, size = nuevas),
              color = "red",
              alpha = 0.5) 
p<- p + theme(plot.subtitle = element_text(family = "Times",
    size = 10), panel.grid.major = element_line(colour = "aliceblue"),
    panel.grid.minor = element_line(colour = "aliceblue"),
    axis.title = element_text(family = "Times"),
    axis.text = element_text(family = "Times"),
    axis.text.x = element_text(size = 20,
        colour = "aliceblue"), plot.title = element_text(family = "Times",
        size = 17, face = "bold", vjust = 5),
    panel.background = element_rect(fill = "aliceblue"),
    plot.background = element_rect(fill = "aliceblue")) +labs(title = "¿Altcoins = moda?", x = "Tiempo",
    y = "Precio BTC ($)", size = "Nuevas criptomonedas",
    subtitle = "¿Existe correlación entre la aparición de nuevas criptomonedas (altcoins) y el precio del Bitcoin?")

ggplotly(p)

3.3 Criptomonedas con más volumen

Bar Chart Race

Como vemos, las criptomonedas con más volumen no han permanecido fijas a lo largo del tiempo, sin embargo, sí que vemos como la primera posición la ocupó Bitcoin hasta que Tether se convirtió en la “ganadora”.

Este gráfico se llama “Bar chart race” y los datos usados son agrupaiones mensuales desde 2013 hasta la actualidad.

Podemos ver además que Ethereum se ha acercado mucho a Bitcoin en los últimos años.

Código

data_total <- read_csv("datos/data_total.csv")

df<-data_total %>% select(Name,Volume,Date) %>%
  rename(date = Date, id = Name, value = Volume) %>%
  subset(date> "2013-12-02" & date < "2021-07-06") %>%
  group_by(id, date = lubridate::floor_date(date, "month")) %>%
  summarize(value = sum(value))
  
  
data_alt<- data_total %>% filter(!Name== "Bitcoin") %>% 
  filter(!Name== "Wrapped Bitcoin") 

df_alt<-data_alt %>% select(Name,Volume,Date) %>%
  rename(date = Date, id = Name, value = Volume) %>%
  subset(date> "2013-12-02" & date < "2021-07-06") %>%
  group_by(id, date = lubridate::floor_date(date, "month")) %>%
  summarize(value = sum(value))


df_race_1 <- df %>% arrange(date)

robservable(
  "https://observablehq.com/@juba/bar-chart-race",
  include = c("viewof date", "chart", "draw", "styles"),
  hide = "draw",
  input = list(
    data = df_race_1, 
    title = "Evolución criptomonedas con más volumen",
    subtitle = "Principales criptomonedas desde el 2013 hasta la actualidad",
    source = "Fuente: Blockchain.com",
    tickDuration = 600
  ),
  width = 1000,
  height = 700,
)

3.4 Capitalización de mercado

Tabla

Sin embargo, que Tether sea la que más volumen mueve, no quiere decir que sea la más importante, podríamos fijarnos en otros indicadores para considerar esto.

La capitalización bursátil (o market cap) mide el “tamaño” de una acción o divisa, o, en nuestro caso, criptomoneda. Simplemente es la cantidad de reservas de la criptomoneda en el mercado, multiplicado por su precio (es decir, Precio*Cantidad)

Y aquí la cosa cambia, como podemos ver en la siguiente tabla:

% de Marketcap por Crypto y Evolución del precio del Bitcoin
ano	BTC||ETH||ALT	Precio BTC (en miles, $)
2015
2016
2017
2018
2019
2020
2021

En esta tabla hemos comparado en primer lugar el porcentaje de Marketcap del total que pertenece a Bitcoin, a Ethereum y a todas las altcoins juntas. Podemos ver, que aunque Bitcoin sigue siendo la líder, poco a poco va perdiendo terreno que Ethereum y las altcoins van consiguiendo.

Como podemos ver, al haber crecido el interés en las criptomonedas en los últimos años, aunque ha variado el marketcap, el precio de Bitcoin no ha dejado de crecer.

Código

coin_Ethereum <- read_csv("datos/coin_Ethereum.csv")
coin_Bitcoin <- read_csv("datos/coin_Bitcoin.csv")
data_total <- read_csv("datos/data_total.csv")

btc<- coin_Bitcoin %>% mutate(Date=as.Date(Date))
btc<- coin_Bitcoin %>% mutate(ano = format(Date, "%Y")) %>%
  group_by(ano) %>% summarise(mean_market= mean(Marketcap)) %>% 
  mutate(crypto = "bitcoin")
btc2<-coin_Bitcoin %>% select(Name,Close, Date) %>%
  mutate(Close= Close/1000) %>% mutate(ano = format(Date, "%Y")) %>%
  group_by(ano) %>% summarise(Close= mean(Close)) %>%
  filter(ano %in% c(2015,2016,2017,2018,2019,2020,2021))

eth<- coin_Ethereum %>% mutate(Date=as.Date(Date)) %>% 
  mutate(ano = format(Date, "%Y")) %>%
  group_by(ano) %>% 
  summarise(mean_market= mean(Marketcap)) %>% 
  mutate(crypto = "ethereum")


resto<- data_total %>% mutate(Date=as.Date(Date)) %>% 
  mutate(ano = format(Date, "%Y")) %>%
  filter(!Name == "Bitcoin") %>% filter(!Name == "Ethereum") %>%
  group_by(ano, Name) %>% mutate(media_anual = mean(Marketcap))

dieciseis<-resto %>% filter(ano == "2016") %>%
  group_by(Name) %>% summarise(media_anual = mean(Marketcap)) %>% 
  summarise(suma= sum(media_anual)) %>%
  mutate(ano = "2016") %>% mutate(Name = "alt")

quince<-resto %>% filter(ano == "2015") %>%
  group_by(Name) %>% summarise(media_anual = mean(Marketcap)) %>%
  summarise(suma= sum(media_anual)) %>%
  mutate(ano = "2015") %>% mutate(Name = "alt")

diecisiete<-resto %>% filter(ano == "2017") %>%
  group_by(Name) %>% summarise(media_anual = mean(Marketcap)) %>%
  summarise(suma= sum(media_anual)) %>%
  mutate(ano = "2017") %>% mutate(Name = "alt")

diecinueve<-resto %>% filter(ano == "2019") %>%
  group_by(Name) %>% summarise(media_anual = mean(Marketcap)) %>%
  summarise(suma= sum(media_anual)) %>%
  mutate(ano = "2019") %>% mutate(Name = "alt")

veinte<-resto %>% filter(ano == "2020") %>%
  group_by(Name) %>% summarise(media_anual = mean(Marketcap)) %>%
  summarise(suma= sum(media_anual)) %>%
  mutate(ano = "2020") %>% mutate(Name = "alt")

dieciocho<-resto %>% filter(ano == "2018") %>%
  group_by(Name) %>% summarise(media_anual = mean(Marketcap)) %>%
  summarise(suma= sum(media_anual)) %>%
  mutate(ano = "2018") %>% mutate(Name = "alt")

veintiuno<-resto %>% filter(ano == "2021") %>%
  group_by(Name) %>% summarise(media_anual = mean(Marketcap)) %>%
  summarise(suma= sum(media_anual)) %>%
  mutate(ano = "2021") %>% mutate(Name = "alt")

x<-full_join(veinte,dieciocho)
b<-full_join(dieciseis,quince)
b<-full_join(b,x)
c<-full_join(diecisiete,diecinueve)
d<-full_join(b,veintiuno)
e<-full_join(c,d) %>% rename("mean_market" = "suma") %>% 
  select(mean_market,ano) %>% mutate(crypto = "alt")

nofinal<-full_join(btc, eth) %>% filter(ano %in% c(2015,2016,2017, 2018,2019,2020,2021))
final<- full_join(nofinal, e) %>% group_by(ano) %>% 
  mutate(suma = sum(mean_market)) %>% 
  mutate(mean_market2 = 100*mean_market/suma) 
final2<-full_join(nofinal, e) %>% group_by(ano) %>% 
  mutate(suma = sum(mean_market))

pretabla<- final %>% group_by(ano) %>% 
  summarise(lista = list(mean_market2))

pretabla<- full_join(pretabla,btc2, by="ano")
pretabla<-pretabla %>% mutate(Close = round(Close))
pretabla<-pretabla %>% rename("Precio BTC (en miles, $)" = "Close")

pal_stages <- c('#264653','#e9c46a','#e76f51')

tabla1<- pretabla %>%
  gt()%>%
  gt_plt_bar_stack(
    # Column with data
    column=lista,
    # Stacked barplot 
    position = 'stack', 
    # Set labels and color
    labels = c("BTC", "ETH", "ALT"),
    palette = pal_stages,
    # Barplot width
    width = 100) %>%
  tab_header(title = "% de Marketcap por Crypto y Evolución del precio del Bitcoin")%>%
  gt_theme_nytimes()
tabla2<- tabla1 %>%
  gtExtras::gt_fa_repeats(
    column= `Precio BTC (en miles, $)`,
    palette = "orange",
    name = "bitcoin",
    align='left'
  )  %>% tab_style(style = list(cell_fill(color = "#F9E3D6")),
                                locations = cells_body(rows = ano>3))

tabla2

4. Las criptomonedas en el mundo

4.1 ¿Quién posee las criptomonedas?

Mapa

Otro análisis realizado ha sido ilustrar en un mapa, qué país tiene mayor porcentaje de personas poseedoras de criptomonedas. De aquí sacamos distintas conclusiones interesantes:

En este mapa vemos varias cosas interesantes. En primer lugar, en la zona euro vemos cómo este porcentaje es bastante bajo (ya es relevante de por si el hecho de que todos los países de la Unión Europea tengan valores similares), una de las razones puede estar ligada a que la moneda (€) es bastante estable (sin embargo, en EEUU, la tasa es alta…) vemos que el caso de Gran Bretaña es similar al de la zona euro.

No resulta extraño, por tanto, que países de sudamerica como Venezuela tengan un porcentaje mayor, puesto que su moneda se devalúa a gran velocidad con la inflación y la gente decide invertir en otros activos con el ojetivo de mantener su poder adquisitivo.

Rusia también tiene una inflación mayor a la europea año tras año, pero allí las razones van más allá…

Código

library(tmap)
library(rnaturalearth)
library(plotly)

paisesss <- read_excel("datos/paisesss.xlsx")
world <- rnaturalearth::ne_countries(scale = "medium", returnclass = "sf")
world<- world %>% select(name, geometry,pop_est)
paisesss<- paisesss%>% rename("pais"="País")

antis<-anti_join(paisesss,world, by= c("pais" = "name"))

b<- paisesss %>% mutate(pais = ifelse(pais=="USA","United States", pais)) %>%
  mutate(pais = ifelse(pais=="South Korea","Korea", pais)) %>%
  mutate(pais = ifelse(pais=="Dominican Republic","Dominican Rep.", pais)) %>%
  mutate(pais = ifelse(pais=="Republic of Serbia","Serbia", pais)) %>%
  mutate(pais = ifelse(pais=="Bosnia and Herzegovina","Bosnia and Herz.", pais)) %>%
  mutate(pais = ifelse(pais=="Czech Republic","Czech Rep.", pais)) %>%
  mutate(pais = ifelse(pais=="Ivory Coast","Côte d'Ivoire", pais)) %>%
  mutate(pais = ifelse(pais=="The Bahamas","Bahamas", pais))

anti_join(b,world, by= c("pais" = "name"))
a<- full_join(b,world, by= c("pais" = "name")) 
a<- a %>% mutate (number = as.numeric(number)) %>% mutate(percent = 100*number/pop_est) %>%
  filter(!pais== "Antarctica") %>% filter(!pais=="Greenland")


plot1<-ggplot(a, aes(geometry = geometry)) + geom_sf()


plot2<- plot1 + geom_sf(aes(fill=percent)) +
  scale_fill_viridis_c(option = "turbo", trans = "sqrt") 

plot3<- plot2 + theme(panel.grid.major = element_line(color = gray(.5), linetype = "dashed", size = 0.5), 
              panel.background = element_rect(fill = "aliceblue")) + 
  theme(axis.line = element_line(size = 0),
        axis.ticks = element_line(colour = "gray14",size = 0, linetype = "dashed"),
        panel.grid.major = element_line(colour = "aliceblue",size = 0), 
        panel.grid.minor = element_line(colour = "aliceblue"))
plot4<-plot3+labs(title = "Porcentaje de población poseedora de criptomonedas")+ theme(axis.line = element_line(size = 0, colour = "aliceblue"),
              axis.ticks = element_line(colour = "aliceblue"),
              panel.grid.major = element_line(size = 1.4),
              axis.text.x = element_text(colour = "aliceblue"),
              axis.text.y = element_text(size = 6, colour = "aliceblue"), 
              legend.title = element_text(size = 11,face = "bold"), 
              plot.background = element_rect(fill = "aliceblue"),
              legend.background = element_rect(fill = "aliceblue"))

ggplotly(plot4, width= 1080, height= 720)

4.2 Tabla criptomonedas

Tabla

Ahora que ya sabemos un poco más sobre criptomonedas, aquí mostramos una tabla en la que podemos ver más información acerca de las 500 criptomonedas más importantes

#> > Scraping historical crypto data
#> > Processing historical crypto data
#> > Scraping crypto info
#> > Processing historical crypto data

Código

coins <- crypto_list(only_active=TRUE)
coin_hist <- crypto_history(coins, limit=500, start_date="20211130", end_date="20211130") %>%
  filter(timestamp=="2021-11-30 23:59:59") %>% select(slug,symbol,close, volume)


coin_info<- crypto_info(coins,limit=500)


a<-coin_info %>% select(slug,urls, logo, category) %>% 
  unnest(urls) %>% filter(name %in% c("reddit","twitter")) %>%
  select(slug,url,logo)
c<-full_join(a,coin_hist, by="slug") %>% mutate(close= round(close,2))

c$url <- paste0("<a href='",c$url,"'>",c$url,"</a>")
c$logo<- paste0("'<img src=", c$logo, "></img>'")
datatable(c,escape=FALSE, class="cell-border stripe", extensions = c("Buttons","FixedColumns"),
          options = list(dom = 'Blfrtip',
                         fixedColumns=list(leftColumns=2),
                         buttons = c('copy', 'csv', 'excel', 'pdf', 'print'), 
                         pageLength = 6, autoWidth = TRUE )) %>%
  formatStyle("volume",
              background = styleColorBar(c$volume, 'darkcyan'),
              backgroundSize = '100% 90%',
              backgroundRepeat = 'no-repeat',
              backgroundPosition = 'center')

5. Bitcoin

5.1 Evolución de los precios.

Evolución

Así ha evolucionado en precio de Bitcoin en los últimos años:

Código

coin_Bitcoin <- read_csv("./datos/coin_Bitcoin.csv")
BTC_image <- "https://cdn.pixabay.com/photo/2018/02/02/13/51/bitcoin-3125488_1280.png"
a<-coin_Bitcoin %>% select(Name, Date, Close, Volume) %>% mutate(imagen = BTC_image)

a$month <- floor_date(a$Date, "month")


ggplot(a, aes(Date, Close)) + 
  geom_path(aes(colour="goldenrod1")) + 
  geom_point( aes(group=month, colour= "goldenrod1", alpha = 0.5)) +
  geom_image(aes(image = BTC_image),
             size = 0.06) +
  transition_reveal(Date) +
  theme(axis.line = element_line(colour = "chocolate1"),
        panel.background = element_rect(fill = "#fbf7f0"),
        plot.background = element_rect(fill = "#fbf7f0",
                                       colour = "#fbf7f0")) +labs(y = "Precio") +
  theme(legend.position = "none")

Evolución 2

Velas

Aquí podemos ver un gráfico de velas de las últimas semanas:

#> [1] "BTC-USD"

Código

#Primero
coin_Bitcoin <- read_csv("./datos/coin_Bitcoin.csv")
BTC_image <- "https://cdn.pixabay.com/photo/2018/02/02/13/51/bitcoin-3125488_1280.png"
a<-coin_Bitcoin %>% select(Name, Date, Close, Volume) %>% mutate(imagen = BTC_image)

a$month <- floor_date(a$Date, "month")


ggplot(a, aes(Date, Close)) + 
  geom_path(aes(colour="goldenrod1")) + 
  geom_point( aes(group=month, colour= "goldenrod1", alpha = 0.5)) +
  geom_image(aes(image = BTC_image),
             size = 0.06) +
  transition_reveal(Date) +
  theme(axis.line = element_line(colour = "chocolate1"),
        panel.background = element_rect(fill = "#fbf7f0"),
        plot.background = element_rect(fill = "#fbf7f0",
                                       colour = "#fbf7f0")) +labs(y = "Precio") 

#Segundo
BTC <- data_total2 %>% filter(Symbol == "BTC") %>% select(Date,Close)
G2 <- BTC %>% ggplot() + geom_line(aes(Date,Close)) + scale_y_continuous(trans = "log10") + theme(panel.background = element_rect(fill = "#fbf7f0",colour = "#fbf7f0")) +labs(colour = "colour_up", fill = "fill_up") + theme(plot.background = element_rect(fill = "#fbf7f0"))
G2

#Tercero
BTCcandle<- data_total2 %>% filter(Symbol == "BTC") %>% select(Date,Low,High,Open,Close)
BTCcandlesemanal <- BTCcandle  %>% 
    mutate(anio = format(Date, "%Y"),
           dia_semana_num = format(Date, "%W")) %>% 
    group_by(anio,dia_semana_num) %>% 
    summarise(shigh = max(High), slow=min(Low),
              Date = max(Date), sclose =last(Close), sopen=first(Open)) %>% filter(Date>as.Date("2017-01-01"))
G3 <- BTCcandlesemanal %>% ggplot(aes(Date,sclose)) + geom_candlestick(aes(open = sopen, high = shigh, low = slow, close = sclose, colour_up="darkgreen", fill_up="darkgreen"))
G3 + theme(panel.background = element_rect(fill = "#fbf7f0",
    colour = "#fbf7f0")) +labs(colour = "colour_up", fill = "fill_up")

portfolio = c("BTC-USD")
getSymbols(portfolio, src = "yahoo", from = "2011-01-01")


#Cuarto
chartSeries(`BTC-USD`,
            type="candlesticks",
            subset = "2021-6::2021-11",
            up.col = "green",
            down.col = "red",
            theme=chartTheme("white"))

5.2 Predicción del precio

Predicción

Para “predecir” el precio hemos usado el paquete Prophet. El paquete Prophet fue creado por el equipo Data Science de Facebook y nos permite realizar análisis de tendencia, ciclos y estacionalidad, además de un pronóstico de precio. Esta predicción se hace teniendo en cuenta ciertos indicadores, como veremos más adelante, el bitcoin es muy volátil, pero esta predicción, bajo un error, se aproxima a la realidad con bastante acierto.

	ds	yhat	yhat_lower	yhat_upper
3351	2022-07-01 23:59:59	66234.59	58696.86	73352.66
3352	2022-07-02 23:59:59	66327.98	59064.00	73329.81
3353	2022-07-03 23:59:59	66394.19	59223.95	73635.99
3354	2022-07-04 23:59:59	66499.13	59301.69	73620.01
3355	2022-07-05 23:59:59	66599.25	59461.22	73443.87
3356	2022-07-06 23:59:59	66725.24	58678.89	74255.48

Código

library(prophet)
library(rio)
library(ggplot2)
library(tidyverse)
library(TTR)
library(quantmod)
library(tidyr)
library(readr)
library(prophet)
library(PerformanceAnalytics)
data_btc <- data_total %>% filter(Name == "Bitcoin")

data_btc <- data_btc %>% select(Date, Close)

data_btc <- data_btc %>% rename(ds = Date, y = Close)

modelo2 <- prophet(data_btc)
horizonte2 <- make_future_dataframe(modelo2, periods = 365)


forecast2 <- predict(modelo2, horizonte2)
tail(forecast2[c('ds','yhat','yhat_lower','yhat_upper')])

#para observar los datos de la predicción de forma intuitiva mediante un grafico utilizaremos la instrucción dyplot.prophet.

gr_predicc2 <- dyplot.prophet(modelo2, forecast2, main = "Prediccion Precio Bitcoin")
gr_predicc2

6. Análisis técnico.

6.1 BITCOIN

Ciclos

Se puede decir que los ciclos de bitcoin los marcan los halvings, que son fraccionamientos del volumen de BTC a la mitad. Ha habido halvings en 2012, 2016 y 2020, y aquí podemos observar los dos últimos:

Después de cada halving podemos observar una subida más constante del precio, lo cual es coherente con el hecho de que la oferta es reducida después de cada uno. Tras la subida se puede apreciar una estabilización del precio en forma de U. El único ciclo que se muestra completamente es el de 2016-2020.

Media móvil

El mercado puede subestimar o infravalorar un activo dependiendo del sentimiento de mercado (si la gente es optimista o pesimista). Para corregir estos sentimientos e intentar estimar el valor intrínseco del activo usamos las medias móviles, que eliminan fluctuaciones a corto plazo facilitando así la observación de tendencias a largo plazo. La media móvil de 20 periodos es la más usada. Es la media del precio en los últimos 20 periodos (20 semanas).

Como se puede observar, cuando Bitcoin está por encima de la media; está subiendo, y cuando está por debajo; está bajando.

RELATIVE STRENGHT INDEX

El RSI es un indicador de tipo oscilador que refleja la fuerza relativa de los movimientos alcistas, en comparación con los movimientos bajistas. Es utilizado por los traders para medir la fuerza de una tendencia e identificar señales de fin de tendencia.

RSI = Media móvil exponencial de ‘N’ períodos alcistas / Media móvil exponencial de ‘N’ períodos bajistas (en valor absoluto)

Tiene un valor de 0 a 100, si esta por encima de 70 indica sobrecompra (señal de venta) y si esta por debajo de 30 indica sobreventa (señal de compra).

MACD

MOVING AVERAGE CONVERGENCE DIVERGENCE: Las bandas de Bollinger son una técnica muy popular. Muchos traders creen que cuanto más se acercan los precios a la banda superior, más sobrecomprado está el mercado, y cuanto más se acercan los precios a la banda inferior, más sobrevendido es el mercado. En el gráfico que se muestra a continuación, las Bandas de Bollinger abarcan la MMS de 20 días del Bitcoin con una banda superior e inferior junto con los movimientos diarios del precio. Debido a que la desviación estándar es una medida de volatilidad, cuando los mercados se vuelven más volátiles, las bandas se ensanchan; durante períodos menos volátiles, las bandas se contraen.

Momentum

El Momentum (momento) es un indicador utilizado en el análisis técnico, que mide la velocidad con la que varía el precio de una acción (hacia arriba o hacia abajo), en un período de tiempo determinado. Viene a ser como la aceleración. Si los precios varían en la misma cantidad todos los días (mantienen la misma velocidad) el momentum es cero. Si los precios suben cada día más —se aceleran— el momentum es positivo (si bajan cada día más, el momentum sería negativo).

La señal de compra surge cuando el impulso cambia de negativo a positivo. La señal de venta surge cuando el impulso cambia de positivo a negativo.

Código de los indicadores

chartSeries(datos_analisis_btc,
            type="candlesticks",
            subset = "2018-01::2021-11",
            up.col = "green",
            down.col = "red",
            theme=chartTheme("white"))
addSMA()

chartSeries(datos_analisis_btc,
            type="candlesticks",
            subset = "2018-01::2021-11",
            up.col = "green",
            down.col = "red",
            theme=chartTheme("white"))
addRSI()

chartSeries(datos_analisis_btc,
            type="candlesticks",
            subset = "2018-01::2021-11",
            up.col = "green",
            down.col = "red",
            theme=chartTheme("white"))
addMACD()

chartSeries(datos_analisis_btc,
            type="candlesticks",
            subset = "2018-01::2021-11",
            up.col = "green",
            down.col = "red",
            theme=chartTheme("white"))
addMomentum()

6.2 Gráfico final y tendencias

Gráfico

Tendencias

Cogemos el modelo1 y el forecast 1 para, a traves de la instruccion prophet_plot_componentes obtener un grafico que nos muestra algunas tendencias interesantes.

#> [[1]]
#> 
#> [[2]]
#> 
#> [[3]]

Podemos ver cómo el BTC suele subir entre los meses de abril y junio.

Código

tendencias <- prophet_plot_components(modelo1, forecast1)
tendencias 

7. Ethereum

7.1. Evolución de los precios.

Evolución

Velas

chartSeries(`ETH-USD`,
            type="candlesticks",
            subset = "2021-01::2021-11",
            up.col = "green",
            down.col = "red",
            theme=chartTheme("white"))

7.2 Predicción del precio

Predicción

Tal y como hicimos anteriormente con el Bitcoin, usamos el paquete Prophet para predecir el precio en el futuro.

Código

#Evolución del precio

coin_ethereum <- read_csv("./datos/coin_ethereum.csv")
ETH_image <- "https://cdn.pixabay.com/photo/2021/12/03/10/32/ethereum-6842405_1280.png"
a<-coin_ethereum %>% select(Name, Date, Close, Volume) %>% mutate(imagen = ETH_image)

a$month <- floor_date(a$Date, "month")


ggplot(a, aes(Date, Close)) + 
  geom_path(aes(colour="goldenrod1")) + 
  geom_point( aes(group=month, colour= "goldenrod1", alpha = 0.5)) +
  geom_image(aes(image = ETH_image),
             size = 0.06) +
  transition_reveal(Date) +
  theme(axis.line = element_line(colour = "chocolate1"),
        panel.background = element_rect(fill = "#fbf7f0"),
        plot.background = element_rect(fill = "#fbf7f0",
                                       colour = "#fbf7f0")) +labs(y = "Precio") +
  theme(legend.position = "none")

#Predicción del precio

portfolio = c("ETH-USD")
datos <- getSymbols(portfolio, src = "yahoo", from = "2018-01-01")

datos_tecnico_eth <- `ETH-USD`

portfolio = c("BTC-USD")
datos <- getSymbols(portfolio, src = "yahoo", from = "2018-01-01")

datos_analisis_btc <- `BTC-USD`

#Prediccion de precio Prophet


data_total <- read_csv("./datos/data_total.csv")

data_eth <- data_total %>% filter(Name == "Ethereum")

data_eth <- data_eth %>% select(Date, Close)

data_eth <- data_eth %>% rename(ds = Date, y = Close)

modelo1 <- prophet(data_eth)
horizonte1 <- make_future_dataframe(modelo1, periods = 365)

forecast1 <- predict(modelo1, horizonte1)

gr_predicc <- dyplot.prophet(modelo1, forecast1, main = "Prediccion Precio Ethereum")
gr_predicc

8. Análisis técnico

Medias móviles

Bandas de Bollinger

Las bandas de Bollinger son una técnica muy popular. Muchos traders creen que cuanto más se acercan los precios a la banda superior, más sobrecomprado está el mercado, y cuanto más se acercan los precios a la banda inferior, más sobrevendido es el mercado.

En el gráfico que se muestra a continuación, las Bandas de Bollinger abarcan la MMS de 20 días del Bitcoin con una banda superior e inferior junto con los movimientos diarios del precio. Debido a que la desviación estándar es una medida de volatilidad, cuando los mercados se vuelven más volátiles, las bandas se ensanchan; durante períodos menos volátiles, las bandas se contraen.

RSIr

Añadimos también el RSI que vimos anteriormente:

MACD

Divergencia de convergencia de la media movil (MACD)

Es un indicador de impulso que sigue la tendencia y muestra la relación entre dos medias móviles del precio de un valor. El MACD se calcula restando la media móvil exponencial (EMA) de 26 períodos de la EMA de 12 períodos.

El resultado de ese cálculo es la línea MACD. Una EMA de nueve días del MACD llamada “línea de señal” se traza luego en la parte superior de la línea MACD, que puede funcionar como un disparador de señales de compra y venta. Los operadores pueden comprar el valor cuando el MACD cruza por encima de su línea de señal y vender, o vender, el valor cuando el MACD cruza por debajo de la línea de señal.

Momentum

El momentum es la velocidad o velocidad de los cambios de precio en una acción, valor o instrumento negociable. Momentum muestra la tasa de cambio en el movimiento de precios durante un período de tiempo para ayudar a los inversores a determinar la fuerza de una tendencia.

Calculamos el impulso de 2 días en función del precio de cierre de Bitcoin La señal de compra surge cuando el impulso cambia de negativo a positivo. La señal de venta surge cuando el impulso cambia de positivo a negativo.

Código

#Medias móviles 

portfolio = c("ETH-USD")
datos <- getSymbols(portfolio, src = "yahoo", from = "2017-01-01")

#grafico con EMAs
chartSeries(`ETH-USD`,
            type="candlesticks",
            subset = "2021-01::2021-11",
            up.col = "green",
            down.col = "red",
            theme=chartTheme("white"))
addEMA(n=30,on=1,col = "blue")
addEMA(n=200,on=1,col = "black")

#Bandas

addBBands(n=20,sd=2)

#RSI

addRSI()

#MACD

chartSeries(`ETH-USD`,
            type="candlesticks",
            subset = "2021-01::2021-11",
            up.col = "green",
            down.col = "red",
            theme=chartTheme("white"))
addMACD()

#Momentum
addMomentum(n=1)

Precio respecto de la media

Cuando Bitcoin está por encima de la media (subiendo), el valor de esta extensión es mayor que 1. Cuando Bitcoin está por debajo de la media (bajando), el valor de esta extensión está entre 0 y 1. Por tanto, los puntos óptimos para comprar son los mínimos observados en el rango entre 0 y 1, y los puntos óptimos para vender son los picos que estén por encima de 1.

Podemos observar que la varianza está en descenso, por lo que para que bitcoin se estabilice tiene que seguir subiendo como ha estado haciendo

Mientras Bitcoin tiene esta varianza, ¿cuánto varían las otras monedas?

Date	Close	Symbol	media_movil	varianza
2013-04-29	144.5400	BTC	NA	NA
2013-04-30	139.0000	BTC	NA	NA
2013-05-01	116.9900	BTC	NA	NA
2013-05-02	105.2100	BTC	NA	NA
2013-05-03	97.7500	BTC	NA	NA
2013-05-04	112.5000	BTC	NA	NA
2013-05-05	115.9100	BTC	NA	NA
2013-05-06	112.3000	BTC	NA	NA
2013-05-07	111.5000	BTC	NA	NA
2013-05-08	113.5660	BTC	NA	NA
2013-05-09	112.6700	BTC	NA	NA
2013-05-10	117.2000	BTC	NA	NA
2013-05-11	115.2430	BTC	NA	NA
2013-05-12	115.0000	BTC	NA	NA
2013-05-13	117.9800	BTC	NA	NA
2013-05-14	111.5000	BTC	NA	NA
2013-05-15	114.2200	BTC	NA	NA
2013-05-16	118.7600	BTC	NA	NA
2013-05-17	123.0150	BTC	NA	NA
2013-05-18	123.4980	BTC	NA	NA
2013-05-19	121.9900	BTC	NA	NA
2013-05-20	122.0000	BTC	NA	NA
2013-05-21	122.8800	BTC	NA	NA
2013-05-22	123.8890	BTC	NA	NA
2013-05-23	126.7000	BTC	NA	NA
2013-05-24	133.2000	BTC	NA	NA
2013-05-25	131.9800	BTC	NA	NA
2013-05-26	133.4800	BTC	NA	NA
2013-05-27	129.7450	BTC	NA	NA
2013-05-28	129.0000	BTC	NA	NA
2013-05-29	132.3000	BTC	NA	NA
2013-05-30	128.7990	BTC	NA	NA
2013-05-31	129.0000	BTC	NA	NA
2013-06-01	129.3000	BTC	NA	NA
2013-06-02	122.2920	BTC	NA	NA
2013-06-03	122.2220	BTC	NA	NA
2013-06-04	121.4200	BTC	NA	NA
2013-06-05	121.6500	BTC	NA	NA
2013-06-06	118.0000	BTC	NA	NA
2013-06-07	111.5000	BTC	NA	NA
2013-06-08	108.3000	BTC	NA	NA
2013-06-09	100.0000	BTC	NA	NA
2013-06-10	106.3500	BTC	NA	NA
2013-06-11	108.9000	BTC	NA	NA
2013-06-12	108.1500	BTC	NA	NA
2013-06-13	104.0000	BTC	NA	NA
2013-06-14	99.9789	BTC	NA	NA
2013-06-15	99.9881	BTC	NA	NA
2013-06-16	99.5100	BTC	NA	NA
2013-06-17	101.7000	BTC	NA	NA
2013-06-18	107.4000	BTC	NA	NA
2013-06-19	108.2500	BTC	NA	NA
2013-06-20	110.1500	BTC	NA	NA
2013-06-21	109.5000	BTC	NA	NA
2013-06-22	108.3000	BTC	NA	NA
2013-06-23	107.6000	BTC	NA	NA
2013-06-24	102.7370	BTC	NA	NA
2013-06-25	103.9500	BTC	NA	NA
2013-06-26	104.0000	BTC	NA	NA
2013-06-27	101.4370	BTC	NA	NA
2013-06-28	94.6492	BTC	NA	NA
2013-06-29	94.9940	BTC	NA	NA
2013-06-30	96.6140	BTC	NA	NA
2013-07-01	88.0500	BTC	NA	NA
2013-07-02	90.1340	BTC	NA	NA
2013-07-03	77.5300	BTC	NA	NA
2013-07-04	80.5258	BTC	NA	NA
2013-07-05	68.4310	BTC	NA	NA
2013-07-06	70.2773	BTC	NA	NA
2013-07-07	74.5611	BTC	NA	NA
2013-07-08	76.5160	BTC	NA	NA
2013-07-09	76.6940	BTC	NA	NA
2013-07-10	86.7600	BTC	NA	NA
2013-07-11	88.9800	BTC	NA	NA
2013-07-12	93.5949	BTC	NA	NA
2013-07-13	98.1339	BTC	NA	NA
2013-07-14	94.6913	BTC	NA	NA
2013-07-15	98.4002	BTC	NA	NA
2013-07-16	97.4508	BTC	NA	NA
2013-07-17	98.5000	BTC	NA	NA
2013-07-18	90.5800	BTC	NA	NA
2013-07-19	92.1700	BTC	NA	NA
2013-07-20	89.3901	BTC	NA	NA
2013-07-21	90.7573	BTC	NA	NA
2013-07-22	91.6100	BTC	NA	NA
2013-07-23	95.5585	BTC	NA	NA
2013-07-24	94.5100	BTC	NA	NA
2013-07-25	96.9000	BTC	NA	NA
2013-07-26	96.0202	BTC	NA	NA
2013-07-27	94.1160	BTC	NA	NA
2013-07-28	99.7560	BTC	NA	NA
2013-07-29	101.2000	BTC	NA	NA
2013-07-30	107.9900	BTC	NA	NA
2013-07-31	106.0900	BTC	NA	NA
2013-08-01	104.0000	BTC	NA	NA
2013-08-02	104.5010	BTC	NA	NA
2013-08-03	104.0050	BTC	NA	NA
2013-08-04	105.1440	BTC	NA	NA
2013-08-05	106.2200	BTC	NA	NA
2013-08-06	106.7500	BTC	NA	NA
2013-08-07	106.7500	BTC	NA	NA
2013-08-08	103.0000	BTC	NA	NA
2013-08-09	102.8000	BTC	NA	NA
2013-08-10	103.0000	BTC	NA	NA
2013-08-11	105.0000	BTC	NA	NA
2013-08-12	106.6360	BTC	NA	NA
2013-08-13	109.0000	BTC	NA	NA
2013-08-14	112.5620	BTC	NA	NA
2013-08-15	109.9900	BTC	NA	NA
2013-08-16	108.9940	BTC	NA	NA
2013-08-17	113.5000	BTC	NA	NA
2013-08-18	113.5000	BTC	NA	NA
2013-08-19	119.0000	BTC	NA	NA
2013-08-20	121.2050	BTC	NA	NA
2013-08-21	123.3000	BTC	NA	NA
2013-08-22	121.1500	BTC	NA	NA
2013-08-23	118.5010	BTC	NA	NA
2013-08-24	120.0450	BTC	NA	NA
2013-08-25	122.1110	BTC	NA	NA
2013-08-26	120.0560	BTC	NA	NA
2013-08-27	126.5000	BTC	NA	NA
2013-08-28	122.6200	BTC	NA	NA
2013-08-29	122.3900	BTC	NA	NA
2013-08-30	133.4900	BTC	NA	NA
2013-08-31	135.3500	BTC	NA	NA
2013-09-01	138.3400	BTC	NA	NA
2013-09-02	135.8500	BTC	NA	NA
2013-09-03	136.7700	BTC	NA	NA
2013-09-04	126.7400	BTC	NA	NA
2013-09-05	126.4300	BTC	NA	NA
2013-09-06	119.1500	BTC	NA	NA
2013-09-07	124.1500	BTC	NA	NA
2013-09-08	121.6600	BTC	NA	NA
2013-09-09	127.1100	BTC	NA	NA
2013-09-10	125.9100	BTC	NA	NA
2013-09-11	135.2500	BTC	NA	NA
2013-09-12	133.1300	BTC	NA	NA
2013-09-13	134.9800	BTC	NA	NA
2013-09-14	129.2200	BTC	NA	NA
2013-09-15	130.3700	BTC	110.8440	1.1761570
2013-09-16	131.7200	BTC	110.7525	1.1893189
2013-09-17	131.6600	BTC	110.7000	1.1893402
2013-09-18	131.4700	BTC	110.8035	1.1865152
2013-09-19	129.6500	BTC	110.9780	1.1682491
2013-09-20	127.0400	BTC	111.1873	1.1425770
2013-09-21	127.4300	BTC	111.2939	1.1449864
2013-09-22	129.1200	BTC	111.3883	1.1591886
2013-09-23	125.9500	BTC	111.4858	1.1297407
2013-09-24	127.2500	BTC	111.5983	1.1402508
2013-09-25	128.2200	BTC	111.7029	1.1478661
2013-09-26	128.3800	BTC	111.8151	1.1481451
2013-09-27	133.7800	BTC	111.9336	1.1951732
2013-09-28	134.7800	BTC	112.0731	1.2026077
2013-09-29	137.3400	BTC	112.2327	1.2237076
2013-09-30	133.0000	BTC	112.3400	1.1839063
2013-10-01	132.1800	BTC	112.4877	1.1750618
2013-10-02	114.1300	BTC	112.4870	1.0146057
2013-10-03	123.6300	BTC	112.5218	1.0987201
2013-10-04	129.0100	BTC	112.5647	1.1460968
2013-10-05	128.5500	BTC	112.6007	1.1416444
2013-10-06	129.0000	BTC	112.6508	1.1451316
2013-10-07	126.9400	BTC	112.6861	1.1264921
2013-10-08	126.0000	BTC	112.7084	1.1179293
2013-10-09	130.6900	BTC	112.7570	1.1590415
2013-10-10	130.5900	BTC	112.7847	1.1578693
2013-10-11	130.9000	BTC	112.7683	1.1607870
2013-10-12	135.1900	BTC	112.7912	1.1985859
2013-10-13	138.1300	BTC	112.8245	1.2242913
2013-10-14	140.5200	BTC	112.9014	1.2446256
2013-10-15	145.2400	BTC	113.0174	1.2851116
2013-10-16	142.5500	BTC	113.0906	1.2604934
2013-10-17	146.2500	BTC	113.2153	1.2917866
2013-10-18	155.9600	BTC	113.4079	1.3752134
2013-10-19	172.4200	BTC	113.7159	1.5162353
2013-10-20	174.6100	BTC	114.0896	1.5304643
2013-10-21	182.2100	BTC	114.5180	1.5911030
2013-10-22	193.7600	BTC	115.0348	1.6843604
2013-10-23	213.6200	BTC	115.6917	1.8464593
2013-10-24	198.2300	BTC	116.2648	1.7049878
2013-10-25	186.6900	BTC	116.8018	1.5983482
2013-10-26	177.3200	BTC	117.2948	1.5117461
2013-10-27	196.4400	BTC	117.9837	1.6649759
2013-10-28	198.5500	BTC	118.6423	1.6735184
2013-10-29	204.3900	BTC	119.3243	1.7128945
2013-10-30	199.9700	BTC	119.9802	1.6666918
2013-10-31	204.0000	BTC	120.6945	1.6902182
2013-11-01	206.1800	BTC	121.4531	1.6976106
2013-11-02	206.2200	BTC	122.2119	1.6873977
2013-11-03	215.0500	BTC	123.0371	1.7478462
2013-11-04	229.1000	BTC	123.9471	1.8483686
2013-11-05	245.2400	BTC	124.9317	1.9629924
2013-11-06	262.5000	BTC	126.0335	2.0827796
2013-11-07	296.4100	BTC	127.3639	2.3272681
2013-11-08	338.1100	BTC	128.9969	2.6210715
2013-11-09	339.1100	BTC	130.6455	2.5956500
2013-11-10	326.6200	BTC	132.2099	2.4704650
2013-11-11	342.4400	BTC	133.9221	2.5570091
2013-11-12	360.3300	BTC	135.7534	2.6542985
2013-11-13	407.3700	BTC	137.9203	2.9536622
2013-11-14	420.2000	BTC	140.1972	2.9972072
2013-11-15	417.9500	BTC	142.5065	2.9328493
2013-11-16	440.2200	BTC	144.9724	3.0365785
2013-11-17	492.1100	BTC	147.7973	3.3296267
2013-11-18	703.5600	BTC	152.1938	4.6227887
2013-11-19	584.6100	BTC	155.7258	3.7540980
2013-11-20	590.8300	BTC	159.3922	3.7067676
2013-11-21	722.4300	BTC	163.9773	4.4056714
2013-11-22	771.4400	BTC	168.9988	4.5647670
2013-11-23	797.8200	BTC	174.1955	4.5800264
2013-11-24	774.2500	BTC	179.1933	4.3207535
2013-11-25	799.1100	BTC	184.3547	4.3346339
2013-11-26	928.1000	BTC	190.4361	4.8735497
2013-11-27	1001.9600	BTC	196.9733	5.0867814
2013-11-28	1031.9500	BTC	203.7088	5.0658099
2013-11-29	1131.9700	BTC	211.1257	5.3615914
2013-11-30	1129.4301	BTC	218.4921	5.1692021
2013-12-01	955.8500	BTC	224.6433	4.2549681
2013-12-02	1043.3300	BTC	231.3928	4.5089132
2013-12-03	1078.2800	BTC	238.3987	4.5230114
2013-12-04	1151.1700	BTC	245.9178	4.6811177
2013-12-05	1045.1100	BTC	252.7358	4.1351870
2013-12-06	829.4500	BTC	258.0021	3.2148960
2013-12-07	698.2300	BTC	262.3510	2.6614346
2013-12-08	795.8700	BTC	267.3875	2.9764667
2013-12-09	893.1900	BTC	273.1131	3.2704037
2013-12-10	988.5100	BTC	279.4913	3.5368185
2013-12-11	878.4800	BTC	285.0911	3.0814011
2013-12-12	873.2600	BTC	290.6365	3.0046466
2013-12-13	892.5800	BTC	296.3262	3.0121533
2013-12-14	872.6000	BTC	301.8868	2.8904871
2013-12-15	876.1200	BTC	307.4323	2.8497983
2013-12-16	705.9700	BTC	311.7521	2.2645238
2013-12-17	682.1200	BTC	315.8530	2.1596122
2013-12-18	522.7000	BTC	318.8288	1.6394380
2013-12-19	691.9600	BTC	323.0285	2.1421021
2013-12-20	625.3200	BTC	326.7486	1.9137647
2013-12-21	605.6600	BTC	330.3319	1.8334893
2013-12-22	617.1800	BTC	333.9893	1.8479036
2013-12-23	673.4100	BTC	338.0406	1.9920977
2013-12-24	665.5800	BTC	342.0323	1.9459567
2013-12-25	682.2100	BTC	346.1427	1.9708923
2013-12-26	761.9800	BTC	350.8497	2.1718130
2013-12-27	735.0700	BTC	355.3659	2.0684876
2013-12-28	727.8300	BTC	359.8290	2.0227108
2013-12-29	745.0500	BTC	364.4008	2.0445894
2013-12-30	756.1300	BTC	369.0400	2.0489105
2013-12-31	754.0100	BTC	373.6472	2.0179729
2014-01-01	771.4000	BTC	378.3532	2.0388356
2014-01-02	802.3900	BTC	383.2989	2.0933791
2014-01-03	818.7200	BTC	388.3684	2.1081013
2014-01-04	859.5100	BTC	393.6971	2.1831761
2014-01-05	933.5300	BTC	399.5544	2.3364278
2014-01-06	953.2900	BTC	405.5136	2.3508211
2014-01-07	802.0000	BTC	410.3764	1.9543032
2014-01-08	842.7200	BTC	415.5152	2.0281329
2014-01-09	846.8600	BTC	420.6988	2.0129840
2014-01-10	868.4800	BTC	426.0558	2.0384184
2014-01-11	913.9500	BTC	431.7265	2.1169650
2014-01-12	863.2200	BTC	437.0202	1.9752405
2014-01-13	841.2000	BTC	442.1712	1.9024305
2014-01-14	833.2700	BTC	447.2196	1.8632235
2014-01-15	860.9000	BTC	452.4930	1.9025709
2014-01-16	835.6300	BTC	457.5876	1.8261641
2014-01-17	814.6400	BTC	462.4529	1.7615631
2014-01-18	840.0000	BTC	467.4861	1.7968447
2014-01-19	870.9600	BTC	472.7191	1.8424471
2014-01-20	870.2000	BTC	477.9645	1.8206373
2014-01-21	863.9100	BTC	483.1584	1.7880473
2014-01-22	845.5900	BTC	488.2930	1.7317267
2014-01-23	822.0400	BTC	493.2616	1.6665394
2014-01-24	797.0700	BTC	498.1039	1.6002082
2014-01-25	853.6100	BTC	503.3144	1.6959778
2014-01-26	885.2800	BTC	508.7688	1.7400439
2014-01-27	771.3900	BTC	513.3708	1.5025982
2014-01-28	812.5100	BTC	518.2751	1.5677196
2014-01-29	826.0000	BTC	523.2090	1.5787190
2014-01-30	819.0300	BTC	528.1083	1.5508752
2014-01-31	829.9200	BTC	533.0721	1.5568624
2014-02-01	832.5800	BTC	538.0961	1.5472700
2014-02-02	825.3700	BTC	543.0604	1.5198493
2014-02-03	823.8300	BTC	548.0041	1.5033283
2014-02-04	827.9600	BTC	552.9776	1.4972758
2014-02-05	811.9100	BTC	557.8379	1.4554585
2014-02-06	781.5500	BTC	562.4944	1.3894361
2014-02-07	712.4000	BTC	566.6755	1.2571569
2014-02-08	673.9200	BTC	570.5790	1.1811160
2014-02-09	682.9000	BTC	574.5346	1.1886143
2014-02-10	681.0300	BTC	578.4994	1.1772354
2014-02-11	672.1700	BTC	582.3917	1.1541544
2014-02-12	651.7200	BTC	586.1310	1.1119016
2014-02-13	605.2400	BTC	589.5371	1.0266359
2014-02-14	661.9900	BTC	593.3101	1.1157572
2014-02-15	650.9200	BTC	596.9968	1.0903241
2014-02-16	616.6300	BTC	600.4203	1.0269973
2014-02-17	626.2700	BTC	603.9436	1.0369676
2014-02-18	626.6000	BTC	607.4752	1.0314824
2014-02-19	623.0300	BTC	611.1102	1.0195052
2014-02-20	556.1400	BTC	614.1996	0.9054712
2014-02-21	574.1600	BTC	617.3792	0.9299956
2014-02-22	605.4200	BTC	620.7854	0.9752484
2014-02-23	605.8200	BTC	624.1913	0.9705679
2014-02-24	546.3200	BTC	627.1869	0.8710642
2014-02-25	538.7100	BTC	630.1348	0.8549124
2014-02-26	582.6900	BTC	633.3634	0.9199932
2014-02-27	578.7700	BTC	636.5646	0.9092086
2014-02-28	549.2600	BTC	639.5529	0.8588187
2014-03-01	565.6100	BTC	642.6274	0.8801524
2014-03-02	559.7900	BTC	645.6392	0.8670322
2014-03-03	667.7600	BTC	649.4052	1.0282640
2014-03-04	666.7800	BTC	653.1305	1.0208986
2014-03-05	665.5100	BTC	656.8659	1.0131596
2014-03-06	663.8600	BTC	660.5631	1.0049910
2014-03-07	629.1500	BTC	663.9431	0.9475963
2014-03-08	617.4500	BTC	667.1219	0.9255431
2014-03-09	636.9600	BTC	670.4244	0.9500848
2014-03-10	627.7900	BTC	673.6071	0.9319825
2014-03-11	634.1100	BTC	676.7524	0.9369896
2014-03-12	632.1000	BTC	679.7416	0.9299122
2014-03-13	638.1400	BTC	682.8838	0.9344782
2014-03-14	628.8000	BTC	686.0417	0.9165623
2014-03-15	636.1200	BTC	689.3189	0.9228240
2014-03-16	631.1100	BTC	692.4236	0.9114507
2014-03-17	622.3730	BTC	695.4510	0.8949200
2014-03-18	614.8320	BTC	698.3827	0.8803654
2014-03-19	609.8880	BTC	701.3107	0.8696403
2014-03-20	588.7700	BTC	704.0590	0.8362509
2014-03-21	571.4900	BTC	706.6684	0.8087103
2014-03-22	565.0400	BTC	709.2314	0.7966934
2014-03-23	561.2720	BTC	711.7044	0.7886308
2014-03-24	583.4120	BTC	714.2352	0.8168346
2014-03-25	583.9170	BTC	716.6543	0.8147819
2014-03-26	580.8270	BTC	718.9281	0.8079070
2014-03-27	471.2390	BTC	720.1769	0.6543379
2014-03-28	495.6660	BTC	721.3023	0.6871821
2014-03-29	491.1720	BTC	722.3884	0.6799278
2014-03-30	460.2730	BTC	723.3431	0.6363136
2014-03-31	457.0010	BTC	724.1614	0.6310762
2014-04-01	478.3750	BTC	725.0045	0.6598234
2014-04-02	437.1400	BTC	725.2172	0.6027712
2014-04-03	444.7180	BTC	725.3923	0.6130724
2014-04-04	447.5260	BTC	725.6036	0.6167638
2014-04-05	461.9070	BTC	725.7585	0.6364473
2014-04-06	460.4990	BTC	725.5327	0.6347047
2014-04-07	449.4230	BTC	723.7174	0.6209924
2014-04-08	453.0860	BTC	722.7780	0.6268675
2014-04-09	442.7250	BTC	721.7201	0.6134304
2014-04-10	365.1760	BTC	719.1683	0.5077755
2014-04-11	420.9470	BTC	716.6647	0.5873695
2014-04-12	421.1160	BTC	713.9740	0.5898198
2014-04-13	414.0630	BTC	711.4012	0.5820386
2014-04-14	458.7870	BTC	708.9704	0.6471173
2014-04-15	515.5860	BTC	706.0238	0.7302671
2014-04-16	527.3950	BTC	702.6341	0.7505970
2014-04-17	495.9630	BTC	698.8056	0.7097296
2014-04-18	479.6450	BTC	694.1461	0.6909856
2014-04-19	501.5650	BTC	689.6614	0.7272627
2014-04-20	498.1680	BTC	686.3922	0.7257774
2014-04-21	495.7730	BTC	682.4811	0.7264274
2014-04-22	487.9240	BTC	678.2643	0.7193715
2014-04-23	491.3030	BTC	673.5509	0.7294222
2014-04-24	500.4650	BTC	669.6606	0.7473412
2014-04-25	461.4490	BTC	667.0320	0.6917944
2014-04-26	458.6010	BTC	665.3204	0.6892935
2014-04-27	436.3900	BTC	662.7527	0.6584508
2014-04-28	440.2850	BTC	659.5177	0.6675864
2014-04-29	447.2090	BTC	655.6512	0.6820837
2014-04-30	447.6450	BTC	652.5738	0.6859683
2014-05-01	457.7600	BTC	649.6060	0.7046733
2014-05-02	449.3770	BTC	646.4402	0.6951563
2014-05-03	437.7620	BTC	643.3343	0.6804581
2014-05-04	436.4030	BTC	640.1934	0.6816737
2014-05-05	433.4820	BTC	638.2471	0.6791758
2014-05-06	428.9620	BTC	636.4388	0.6740035
2014-05-07	438.8210	BTC	635.8397	0.6901441
2014-05-08	440.1690	BTC	634.0412	0.6942278
2014-05-09	449.4610	BTC	632.7850	0.7102902
2014-05-10	454.4330	BTC	631.7048	0.7193756
2014-05-11	438.8860	BTC	630.4313	0.6961678
2014-05-12	441.4620	BTC	628.7745	0.7020991
2014-05-13	440.6710	BTC	627.1680	0.7026362
2014-05-14	443.9720	BTC	625.4663	0.7098255
2014-05-15	447.2520	BTC	623.2183	0.7176491
2014-05-16	448.0580	BTC	621.1682	0.7213151
2014-05-17	448.9030	BTC	619.1759	0.7250008
2014-05-18	446.2640	BTC	617.0417	0.7232316
2014-05-19	446.1810	BTC	614.8278	0.7257008
2014-05-20	485.7240	BTC	612.9114	0.7924865
2014-05-21	491.7700	BTC	610.9141	0.8049741
2014-05-22	524.5790	BTC	608.9297	0.8614771
2014-05-23	520.2220	BTC	606.7976	0.8573238
2014-05-24	525.1380	BTC	604.4092	0.8688451
2014-05-25	571.5880	BTC	601.8239	0.9497596
2014-05-26	583.4240	BTC	599.1820	0.9737008
2014-05-27	571.2440	BTC	597.5337	0.9560029
2014-05-28	577.0620	BTC	595.6362	0.9688162
2014-05-29	568.1800	BTC	593.6456	0.9571030
2014-05-30	615.3250	BTC	591.8374	1.0396860
2014-05-31	623.6770	BTC	589.7640	1.0575027
2014-06-01	630.2290	BTC	588.0998	1.0716362
2014-06-02	660.6180	BTC	586.8099	1.1257785
2014-06-03	667.6050	BTC	585.6266	1.1399841
2014-06-04	641.6140	BTC	584.0602	1.0985408
2014-06-05	659.2580	BTC	582.8004	1.1311899
2014-06-06	653.7020	BTC	581.6509	1.1238735
2014-06-07	654.9690	BTC	580.3292	1.1286162
2014-06-08	656.1400	BTC	578.7948	1.1336315
2014-06-09	649.1590	BTC	577.2159	1.1246380
2014-06-10	653.1500	BTC	575.7105	1.1345112
2014-06-11	633.0200	BTC	574.1922	1.1024533
2014-06-12	586.9520	BTC	572.5130	1.0252205
2014-06-13	600.1630	BTC	571.1065	1.0508776
2014-06-14	577.3580	BTC	569.1333	1.0144513
2014-06-15	592.9370	BTC	567.0451	1.0456611
2014-06-16	592.1880	BTC	565.7651	1.0467030
2014-06-17	610.8640	BTC	564.3247	1.0824690
2014-06-18	607.9580	BTC	562.7673	1.0803009
2014-06-19	598.0710	BTC	561.1890	1.0657211
2014-06-20	594.1460	BTC	559.5049	1.0619138
2014-06-21	594.9920	BTC	557.8079	1.0666612
2014-06-22	602.2730	BTC	556.2143	1.0828075
2014-06-23	593.9840	BTC	554.5726	1.0710664
2014-06-24	582.3570	BTC	552.8183	1.0534330
2014-06-25	566.3360	BTC	551.0642	1.0277134
2014-06-26	581.1370	BTC	549.6326	1.0573190
2014-06-27	597.2610	BTC	548.8102	1.0882833
2014-06-28	596.5490	BTC	548.2576	1.0880817
2014-06-29	602.7150	BTC	547.6848	1.1004779
2014-06-30	639.7970	BTC	547.3903	1.1688132
2014-07-01	640.8060	BTC	547.1663	1.1711359
2014-07-02	650.8790	BTC	547.1603	1.1895583
2014-07-03	645.1560	BTC	547.4454	1.1784847
2014-07-04	630.6920	BTC	547.2218	1.1525345
2014-07-05	631.4570	BTC	547.0828	1.1542256
2014-07-06	635.8070	BTC	547.2198	1.1618860
2014-07-07	624.0860	BTC	547.2042	1.1404994
2014-07-08	624.8180	BTC	547.1914	1.1418636
2014-07-09	624.5090	BTC	547.2020	1.1412768
2014-07-10	616.7620	BTC	547.6350	1.1262282
2014-07-11	632.0030	BTC	548.0482	1.1531887
2014-07-12	633.7130	BTC	548.2503	1.1558827
2014-07-13	626.4970	BTC	548.3980	1.1424131
2014-07-14	619.3150	BTC	548.9194	1.1282441
2014-07-15	621.5860	BTC	549.5113	1.1311614
2014-07-16	616.8000	BTC	549.7550	1.1219544
2014-07-17	623.0890	BTC	550.0715	1.1327417
2014-07-18	628.7790	BTC	550.6395	1.1419067
2014-07-19	628.5150	BTC	551.0889	1.1404967
2014-07-20	623.9000	BTC	551.5468	1.1311824
2014-07-21	622.2110	BTC	551.2214	1.1287859
2014-07-22	621.5510	BTC	550.8984	1.1282499
2014-07-23	619.4150	BTC	550.5691	1.1250449
2014-07-24	601.7330	BTC	550.1254	1.0938107
2014-07-25	601.0890	BTC	549.9249	1.0930383
2014-07-26	595.8130	BTC	549.7704	1.0837488
2014-07-27	593.8520	BTC	549.4625	1.0807872
2014-07-28	585.6910	BTC	549.1617	1.0665182
2014-07-29	584.7250	BTC	548.8090	1.0654435
2014-07-30	567.2930	BTC	548.3461	1.0345529
2014-07-31	586.2350	BTC	547.9753	1.0698200
2014-08-01	594.9160	BTC	547.7333	1.0861418
2014-08-02	589.3330	BTC	547.3991	1.0766057
2014-08-03	586.6660	BTC	547.0817	1.0723555
2014-08-04	588.7820	BTC	546.8417	1.0766954
2014-08-05	585.4360	BTC	546.6318	1.0709879
2014-08-06	584.6530	BTC	546.4515	1.0699083
2014-08-07	588.8690	BTC	546.4522	1.0776222
2014-08-08	592.5770	BTC	546.6028	1.0841090
2014-08-09	589.3720	BTC	546.7766	1.0779027
2014-08-10	591.0610	BTC	546.9894	1.0805711
2014-08-11	576.3680	BTC	546.9391	1.0538065
2014-08-12	569.6420	BTC	546.8371	1.0417033
2014-08-13	546.6580	BTC	546.5931	1.0001188
2014-08-14	505.9740	BTC	546.8412	0.9252668
2014-08-15	497.0100	BTC	546.8508	0.9088586
2014-08-16	519.7080	BTC	547.0546	0.9500112
2014-08-17	491.7950	BTC	547.2798	0.8986172
2014-08-18	461.4600	BTC	547.3116	0.8431394
2014-08-19	485.2450	BTC	547.3607	0.8865178
2014-08-20	511.9800	BTC	547.8953	0.9344487
2014-08-21	517.2370	BTC	548.4132	0.9431519
2014-08-22	514.0430	BTC	548.8884	0.9365165
2014-08-23	498.0750	BTC	549.1467	0.9069981
2014-08-24	508.2860	BTC	549.4880	0.9250174
2014-08-25	502.4960	BTC	549.8671	0.9138499
2014-08-26	511.5700	BTC	550.2849	0.9296458
2014-08-27	511.1530	BTC	550.7737	0.9280637
2014-08-28	507.8150	BTC	551.7925	0.9203007
2014-08-29	508.5170	BTC	552.4180	0.9205294
2014-08-30	504.2490	BTC	553.0118	0.9118232
2014-08-31	477.7630	BTC	553.4668	0.8632189
2014-09-01	474.8790	BTC	553.5818	0.8578299
2014-09-02	477.4260	BTC	553.3092	0.8628557
2014-09-03	477.5860	BTC	552.9534	0.8637003
2014-09-04	489.6600	BTC	552.9084	0.8856079
2014-09-05	483.3420	BTC	552.9348	0.8741393
2014-09-06	484.8300	BTC	552.8153	0.8770199
2014-09-07	482.2780	BTC	552.7018	0.8725827
2014-09-08	474.6000	BTC	552.5505	0.8589260
2014-09-09	475.2600	BTC	552.4601	0.8602613
2014-09-10	479.3590	BTC	552.3747	0.8678149
2014-09-11	479.7490	BTC	552.2268	0.8687536
2014-09-12	477.7530	BTC	552.3432	0.8649567
2014-09-13	479.0020	BTC	552.4890	0.8669893
2014-09-14	477.8920	BTC	552.7854	0.8645163
2014-09-15	475.3710	BTC	553.0360	0.8595661
2014-09-16	466.0570	BTC	553.1706	0.8425194
2014-09-17	457.3340	BTC	553.2398	0.8266469
2014-09-18	424.4400	BTC	553.0018	0.7675200
2014-09-19	394.7960	BTC	552.6120	0.7144181
2014-09-20	408.9040	BTC	552.4059	0.7402239
2014-09-21	398.8210	BTC	552.1374	0.7223220
2014-09-22	402.1520	BTC	551.9136	0.7286503
2014-09-23	435.7910	BTC	551.9624	0.7895302
2014-09-24	423.2050	BTC	551.8509	0.7668829
2014-09-25	411.5740	BTC	551.6466	0.7460827
2014-09-26	404.4250	BTC	551.3249	0.7335511
2014-09-27	399.5200	BTC	550.9327	0.7251702
2014-09-28	377.1810	BTC	550.4919	0.6851708
2014-09-29	375.4670	BTC	550.0205	0.6826418
2014-09-30	386.9440	BTC	549.6368	0.7039995
2014-10-01	383.6150	BTC	549.2057	0.6984906
2014-10-02	375.0720	BTC	548.6901	0.6835771
2014-10-03	359.5120	BTC	548.0576	0.6559748
2014-10-04	328.8660	BTC	547.2002	0.6009976
2014-10-05	320.5100	BTC	546.3020	0.5866902
2014-10-06	330.0790	BTC	545.4727	0.6051247
2014-10-07	336.1870	BTC	544.4045	0.6175316
2014-10-08	352.9400	BTC	543.4129	0.6494877
2014-10-09	365.0260	BTC	542.2732	0.6731404
2014-10-10	361.5620	BTC	541.1400	0.6681488
2014-10-11	362.2990	BTC	539.9768	0.6709529
2014-10-12	378.5490	BTC	538.5980	0.7028415
2014-10-13	390.4140	BTC	537.2193	0.7267311
2014-10-14	400.8700	BTC	536.0024	0.7478885
2014-10-15	394.7730	BTC	534.7003	0.7383071
2014-10-16	382.5560	BTC	533.3744	0.7172372
2014-10-17	383.7580	BTC	531.7204	0.7217290
2014-10-18	391.4420	BTC	530.0615	0.7384840
2014-10-19	389.5460	BTC	528.3424	0.7372984
2014-10-20	382.8450	BTC	526.3583	0.7273468
2014-10-21	386.4750	BTC	524.3502	0.7370551
2014-10-22	383.1580	BTC	522.5041	0.7333110
2014-10-23	358.4170	BTC	520.3552	0.6887929
2014-10-24	358.3450	BTC	518.2455	0.6914579
2014-10-25	347.2710	BTC	516.0477	0.6729436
2014-10-26	354.7040	BTC	513.8946	0.6902272
2014-10-27	352.9890	BTC	511.7791	0.6897293
2014-10-28	357.6180	BTC	509.6681	0.7016684
2014-10-29	335.5910	BTC	507.5437	0.6612062
2014-10-30	345.3050	BTC	505.8176	0.6826670
2014-10-31	338.3210	BTC	503.9473	0.6713420
2014-11-01	325.7490	BTC	502.1501	0.6487084
2014-11-02	325.8920	BTC	500.2426	0.6514679
2014-11-03	327.5540	BTC	498.3524	0.6572738
2014-11-04	330.4920	BTC	496.3497	0.6658450
2014-11-05	339.4860	BTC	494.4321	0.6866181
2014-11-06	349.2900	BTC	492.6551	0.7089951
2014-11-07	342.4150	BTC	490.8570	0.6975861
2014-11-08	345.4880	BTC	489.0748	0.7064114
2014-11-09	363.2640	BTC	487.3676	0.7453594
2014-11-10	366.9240	BTC	485.7458	0.7553829
2014-11-11	367.6950	BTC	484.2125	0.7593671
2014-11-12	423.5610	BTC	483.1926	0.8765883
2014-11-13	420.7350	BTC	482.0469	0.8728092
2014-11-14	397.8180	BTC	480.6223	0.8277144
2014-11-15	376.1330	BTC	479.0479	0.7851678
2014-11-16	387.8820	BTC	477.5134	0.8122955
2014-11-17	387.4080	BTC	475.7106	0.8143774
2014-11-18	375.1980	BTC	473.8134	0.7918687
2014-11-19	380.5550	BTC	471.8825	0.8064613
2014-11-20	357.8400	BTC	469.8303	0.7616368
2014-11-21	350.8480	BTC	467.8314	0.7499454
2014-11-22	352.9200	BTC	465.8418	0.7575962
2014-11-23	367.5730	BTC	463.9259	0.7923098
2014-11-24	376.9010	BTC	462.1603	0.8155201
2014-11-25	375.3480	BTC	460.3783	0.8153033
2014-11-26	368.3700	BTC	458.5488	0.8033387
2014-11-27	369.6700	BTC	456.7838	0.8092887
2014-11-28	376.4470	BTC	454.9584	0.8274316
2014-11-29	375.4910	BTC	453.1140	0.8286899
2014-11-30	378.0470	BTC	451.3393	0.8376114
2014-12-01	379.2450	BTC	449.6246	0.8434704
2014-12-02	381.3150	BTC	447.9083	0.8513237
2014-12-03	375.0100	BTC	446.1813	0.8404880
2014-12-04	369.6040	BTC	444.3707	0.8317471
2014-12-05	376.8540	BTC	442.5712	0.8515105
2014-12-06	374.7850	BTC	440.7588	0.8503176
2014-12-07	375.0950	BTC	438.9817	0.8544662
2014-12-08	361.9090	BTC	437.1224	0.8279352
2014-12-09	352.2190	BTC	435.1986	0.8093294
2014-12-10	346.3650	BTC	433.2482	0.7994609
2014-12-11	350.5060	BTC	431.4537	0.8123838
2014-12-12	352.5420	BTC	429.6784	0.8204788
2014-12-13	347.3760	BTC	427.9038	0.8118086
2014-12-14	351.6320	BTC	426.1737	0.8250908
2014-12-15	345.3450	BTC	424.4569	0.8136161
2014-12-16	327.0620	BTC	422.6165	0.7738979
2014-12-17	319.7760	BTC	420.8485	0.7598364
2014-12-18	311.3960	BTC	418.8854	0.7433919
2014-12-19	317.8430	BTC	416.9063	0.7623847
2014-12-20	329.9560	BTC	415.0536	0.7949720
2014-12-21	320.8430	BTC	413.1549	0.7765684
2014-12-22	331.8860	BTC	411.3199	0.8068805
2014-12-23	334.5720	BTC	409.5280	0.8169698
2014-12-24	322.5340	BTC	407.6557	0.7911921
2014-12-25	319.0080	BTC	405.7281	0.7862605
2014-12-26	327.9240	BTC	403.8378	0.8120192
2014-12-27	315.8630	BTC	401.8841	0.7859554
2014-12-28	317.2390	BTC	399.9283	0.7932398
2014-12-29	312.6700	BTC	398.0447	0.7855148
2014-12-30	310.7370	BTC	396.1954	0.7843024
2014-12-31	320.1930	BTC	394.5778	0.8114826
2015-01-01	314.2490	BTC	393.2083	0.7991922
2015-01-02	315.0320	BTC	391.9085	0.8038408
2015-01-03	281.0820	BTC	390.2040	0.7203463
2015-01-04	264.1950	BTC	388.5783	0.6799016
2015-01-05	274.4740	BTC	387.2427	0.7087907
2015-01-06	286.1890	BTC	385.8208	0.7417666
2015-01-07	294.3370	BTC	384.2662	0.7659716
2015-01-08	283.3490	BTC	382.5956	0.7405966
2015-01-09	290.4080	BTC	380.9982	0.7622293
2015-01-10	274.7960	BTC	379.4034	0.7242845
2015-01-11	265.6600	BTC	377.6703	0.7034177
2015-01-12	267.7960	BTC	375.9939	0.7122349
2015-01-13	225.8610	BTC	373.9531	0.6039821
2015-01-14	178.1030	BTC	371.5742	0.4793202
2015-01-15	209.8440	BTC	369.4458	0.5679967
2015-01-16	208.0970	BTC	367.3000	0.5665587
2015-01-17	199.2600	BTC	365.1215	0.5457362
2015-01-18	210.3390	BTC	363.2113	0.5791092
2015-01-19	214.8610	BTC	361.3540	0.5945997
2015-01-20	211.3150	BTC	359.4532	0.5878790
2015-01-21	226.8970	BTC	357.6626	0.6343884
2015-01-22	233.4060	BTC	355.8322	0.6559440
2015-01-23	232.8790	BTC	354.0432	0.6577700
2015-01-24	247.8470	BTC	352.3505	0.7034105
2015-01-25	253.7180	BTC	350.7179	0.7234248
2015-01-26	273.4730	BTC	349.2813	0.7829592
2015-01-27	263.4750	BTC	347.7685	0.7576160
2015-01-28	233.9150	BTC	346.0153	0.6760249
2015-01-29	233.5130	BTC	344.2565	0.6783111
2015-01-30	226.4250	BTC	342.4613	0.6611696
2015-01-31	217.4640	BTC	340.5932	0.6384861
2015-02-01	226.9720	BTC	338.8009	0.6699274
2015-02-02	238.2290	BTC	337.1070	0.7066866
2015-02-03	227.2680	BTC	335.4014	0.6776001
2015-02-04	226.8530	BTC	333.7551	0.6796990
2015-02-05	217.1110	BTC	332.2742	0.6534092
2015-02-06	222.2660	BTC	331.0418	0.6714137
2015-02-07	227.7540	BTC	329.7479	0.6906913
2015-02-08	223.4120	BTC	328.4950	0.6801078
2015-02-09	220.1100	BTC	327.1947	0.6727188
2015-02-10	219.8390	BTC	325.6522	0.6750731
2015-02-11	219.1850	BTC	324.1949	0.6760903
2015-02-12	221.7640	BTC	322.8391	0.6869181
2015-02-13	235.4270	BTC	321.6320	0.7319764
2015-02-14	257.3210	BTC	320.6163	0.8025826
2015-02-15	234.8250	BTC	319.5994	0.7347479
2015-02-16	233.8430	BTC	318.5878	0.7339986
2015-02-17	243.6100	BTC	317.5640	0.7671209
2015-02-18	236.3260	BTC	316.5119	0.7466575
2015-02-19	240.2830	BTC	315.5492	0.7614756
2015-02-20	243.7790	BTC	314.7225	0.7745840
2015-02-21	244.5340	BTC	314.1201	0.7784729
2015-02-22	235.9770	BTC	313.5163	0.7526785
2015-02-23	238.8920	BTC	312.8650	0.7635626
2015-02-24	238.7350	BTC	312.1689	0.7647623
2015-02-25	237.4700	BTC	311.3441	0.7627252
2015-02-26	236.4260	BTC	310.4255	0.7616190
2015-02-27	253.8280	BTC	309.6560	0.8197096
2015-02-28	254.2630	BTC	308.8843	0.8231658
2015-03-01	260.2020	BTC	308.0390	0.8447047
2015-03-02	275.6700	BTC	307.2194	0.8973067
2015-03-03	281.7020	BTC	306.3682	0.9194884
2015-03-04	273.0920	BTC	305.4990	0.8939210
2015-03-05	276.1780	BTC	304.7392	0.9062766
2015-03-06	272.7230	BTC	303.9461	0.8972742
2015-03-07	276.2610	BTC	303.1234	0.9113813
2015-03-08	274.3540	BTC	302.3006	0.9075537
2015-03-09	289.6070	BTC	301.6346	0.9601253
2015-03-10	291.7600	BTC	300.9581	0.9694375
2015-03-11	296.3790	BTC	300.3382	0.9868175
2015-03-12	294.3540	BTC	299.8806	0.9815707
2015-03-13	285.3370	BTC	299.3591	0.9531595
2015-03-14	281.8850	BTC	298.8921	0.9430996
2015-03-15	286.3930	BTC	298.4041	0.9597488
2015-03-16	290.5930	BTC	297.9585	0.9752802
2015-03-17	285.5050	BTC	297.4434	0.9598634
2015-03-18	256.2990	BTC	296.8770	0.8633172
2015-03-19	260.9280	BTC	296.2743	0.8806974
2015-03-20	261.7490	BTC	295.7274	0.8851024
2015-03-21	260.0250	BTC	295.2579	0.8806707
2015-03-22	267.9600	BTC	294.8441	0.9088192
2015-03-23	266.7400	BTC	294.4097	0.9060163
2015-03-24	245.5950	BTC	293.8033	0.8359164
2015-03-25	246.1970	BTC	293.1370	0.8398702
2015-03-26	248.5320	BTC	292.4173	0.8499225
2015-03-27	247.0290	BTC	291.7359	0.8467555
2015-03-28	252.7980	BTC	291.0739	0.8685012
2015-03-29	242.7130	BTC	290.2128	0.8363277
2015-03-30	247.5260	BTC	289.3599	0.8554260
2015-03-31	244.2240	BTC	288.4780	0.8465949
2015-04-01	247.2720	BTC	287.2188	0.8609186
2015-04-02	253.0050	BTC	286.0207	0.8845688
2015-04-03	254.3220	BTC	284.9957	0.8923712
2015-04-04	253.6970	BTC	284.1212	0.8929182
2015-04-05	260.5980	BTC	283.2120	0.9201515
2015-04-06	255.4920	BTC	282.2698	0.9051341
2015-04-07	253.1800	BTC	281.3982	0.8997214
2015-04-08	245.0220	BTC	280.4301	0.8737364
2015-04-09	243.6760	BTC	279.6147	0.8714707
2015-04-10	236.0720	BTC	278.7948	0.8467589
2015-04-11	236.5520	BTC	277.9636	0.8510178
2015-04-12	236.1530	BTC	277.0249	0.8524612
2015-04-13	224.5870	BTC	275.9370	0.8139069
2015-04-14	219.1590	BTC	274.8213	0.7974599
2015-04-15	223.8330	BTC	273.7889	0.8175385
2015-04-16	228.5730	BTC	272.7811	0.8379356
2015-04-17	222.8820	BTC	271.6842	0.8203716
2015-04-18	223.3560	BTC	270.5975	0.8254178
2015-04-19	222.6000	BTC	269.4872	0.8260133
2015-04-20	224.6260	BTC	268.3828	0.8369614
2015-04-21	235.2690	BTC	267.3396	0.8800380
2015-04-22	234.1760	BTC	266.3336	0.8792581
2015-04-23	236.4620	BTC	265.3826	0.8910230
2015-04-24	231.2680	BTC	264.3427	0.8748795
2015-04-25	226.3900	BTC	263.2827	0.8598741
2015-04-26	219.4300	BTC	262.1709	0.8369733
2015-04-27	229.2860	BTC	261.2235	0.8777386
2015-04-28	225.8550	BTC	260.3209	0.8676021
2015-04-29	225.8080	BTC	259.4598	0.8703004
2015-04-30	236.1450	BTC	258.6430	0.9130154
2015-05-01	232.0790	BTC	257.7825	0.9002899
2015-05-02	234.9300	BTC	256.9793	0.9141980
2015-05-03	240.3580	BTC	256.1845	0.9382222
2015-05-04	239.0180	BTC	255.4250	0.9357658
2015-05-05	236.1210	BTC	254.7755	0.9267808
2015-05-06	229.7820	BTC	254.1326	0.9041814
2015-05-07	237.3340	BTC	253.6036	0.9358463
2015-05-08	243.8630	BTC	253.0752	0.9635990
2015-05-09	241.8320	BTC	252.4457	0.9579564
2015-05-10	240.2960	BTC	251.8704	0.9540462
2015-05-11	242.1580	BTC	251.2295	0.9638917
2015-05-12	241.1120	BTC	250.5619	0.9622851
2015-05-13	236.3770	BTC	249.9465	0.9457103
2015-05-14	236.9290	BTC	249.3602	0.9501475
2015-05-15	237.6050	BTC	248.7151	0.9553300
2015-05-16	236.1530	BTC	248.1457	0.9516706
2015-05-17	236.8020	BTC	247.5712	0.9565007
2015-05-18	233.1280	BTC	247.0030	0.9438265
2015-05-19	231.9470	BTC	246.4402	0.9411896
2015-05-20	234.0180	BTC	245.8247	0.9519711
2015-05-21	235.3440	BTC	245.2611	0.9595651
2015-05-22	240.3480	BTC	244.7276	0.9821040
2015-05-23	238.8720	BTC	244.4261	0.9772768
2015-05-24	240.9530	BTC	244.2601	0.9864606
2015-05-25	237.1100	BTC	243.9932	0.9717892
2015-05-26	237.1160	BTC	243.6427	0.9732119
2015-05-27	237.2830	BTC	243.2352	0.9755291
2015-05-28	237.4080	BTC	242.9070	0.9773616
2015-05-29	237.0960	BTC	242.5262	0.9776096
2015-05-30	233.3450	BTC	242.2302	0.9633193
2015-05-31	230.1900	BTC	241.9768	0.9512895
2015-06-01	222.9260	BTC	241.6563	0.9224919
2015-06-02	225.8030	BTC	241.6559	0.9343989
2015-06-03	225.8740	BTC	241.9971	0.9333747
2015-06-04	224.3240	BTC	242.1005	0.9265737
2015-06-05	224.9520	BTC	242.2209	0.9287058
2015-06-06	225.6190	BTC	242.4092	0.9307361
2015-06-07	222.8810	BTC	242.4988	0.9191014
2015-06-08	228.4890	BTC	242.5961	0.9418493
2015-06-09	229.0480	BTC	242.7228	0.9436608
2015-06-10	228.8030	BTC	242.7364	0.9425985
2015-06-11	229.7050	BTC	242.7100	0.9464176
2015-06-12	229.9820	BTC	242.6893	0.9476396
2015-06-13	232.4020	BTC	242.5790	0.9580467
2015-06-14	233.5430	BTC	242.4349	0.9633227
2015-06-15	236.8230	BTC	242.1731	0.9779080
2015-06-16	250.8950	BTC	242.0832	1.0363998
2015-06-17	249.2840	BTC	242.1930	1.0292783
2015-06-18	249.0070	BTC	242.3037	1.0276650
2015-06-19	244.6060	BTC	242.4335	1.0089611
2015-06-20	245.2120	BTC	242.6317	1.0106345
2015-06-21	243.9440	BTC	242.7530	1.0049064
2015-06-22	246.9900	BTC	242.8155	1.0171919
2015-06-23	244.2960	BTC	242.9372	1.0055934
2015-06-24	240.5150	BTC	243.0348	0.9896321
2015-06-25	242.7990	BTC	243.2182	0.9982762
2015-06-26	243.5940	BTC	243.3706	1.0009180
2015-06-27	250.9900	BTC	243.5366	1.0306050
2015-06-28	249.0110	BTC	243.7194	1.0217118
2015-06-29	257.0640	BTC	243.9834	1.0536128
2015-06-30	263.0720	BTC	244.2922	1.0768744
2015-07-01	258.6210	BTC	244.5739	1.0574352
2015-07-02	255.4120	BTC	244.8142	1.0432892
2015-07-03	256.3360	BTC	244.9636	1.0464251
2015-07-04	260.8860	BTC	244.9890	1.0648885
2015-07-05	271.9130	BTC	245.2539	1.1086999
2015-07-06	269.0300	BTC	245.5053	1.0958217
2015-07-07	266.2070	BTC	245.6667	1.0836106
2015-07-08	270.7850	BTC	245.9128	1.1011423
2015-07-09	269.2280	BTC	246.1196	1.0938911
2015-07-10	284.8940	BTC	246.4132	1.1561636
2015-07-11	293.1150	BTC	246.7602	1.1878534
2015-07-12	310.8670	BTC	247.2952	1.2570686
2015-07-13	292.0540	BTC	247.6749	1.1791828
2015-07-14	287.4640	BTC	248.0230	1.1590217
2015-07-15	285.8290	BTC	248.3684	1.1508269
2015-07-16	278.0890	BTC	248.6660	1.1183234
2015-07-17	279.4720	BTC	248.8492	1.1230578
2015-07-18	274.9010	BTC	248.9966	1.1040353
2015-07-19	273.6140	BTC	249.0924	1.0984440
2015-07-20	278.9810	BTC	249.1160	1.1198838
2015-07-21	275.8330	BTC	249.0741	1.1074336
2015-07-22	277.2220	BTC	249.1036	1.1128783
2015-07-23	276.0490	BTC	249.1027	1.1081736
2015-07-24	288.2780	BTC	249.2138	1.1567499
2015-07-25	288.6970	BTC	249.3026	1.1580183
2015-07-26	292.6860	BTC	249.4335	1.1734027
2015-07-27	293.6240	BTC	249.4622	1.1770278
2015-07-28	294.4270	BTC	249.4813	1.1801566
2015-07-29	289.5900	BTC	249.4328	1.1609940
2015-07-30	287.7220	BTC	249.3854	1.1537241
2015-07-31	284.6500	BTC	249.3805	1.1414283
2015-08-01	281.6010	BTC	249.3785	1.1292113
2015-08-02	282.6140	BTC	249.3515	1.1333961
2015-08-03	281.2270	BTC	249.2846	1.1281362
2015-08-04	285.2180	BTC	249.2825	1.1441554
2015-08-05	281.8820	BTC	249.4653	1.1299447
2015-08-06	278.5770	BTC	249.5913	1.1161324
2015-08-07	279.5850	BTC	249.7187	1.1195995
2015-08-08	260.9970	BTC	249.7257	1.0451348
2015-08-09	265.0830	BTC	249.7051	1.0615841
2015-08-10	264.4700	BTC	249.6889	1.0591980
2015-08-11	270.3860	BTC	249.8660	1.0821239
2015-08-12	266.3760	BTC	250.0101	1.0654608
2015-08-13	264.0800	BTC	250.1212	1.0558081
2015-08-14	265.6800	BTC	250.2544	1.0616396
2015-08-15	261.5510	BTC	250.3169	1.0448793
2015-08-16	258.5070	BTC	250.4298	1.0322535
2015-08-17	257.9760	BTC	250.5044	1.0298263
2015-08-18	211.0790	BTC	250.2676	0.8434130
2015-08-19	226.6840	BTC	250.1206	0.9062989
2015-08-20	235.3500	BTC	249.9945	0.9414208
2015-08-21	232.5690	BTC	249.8391	0.9308751
2015-08-22	230.3900	BTC	249.6726	0.9227684
2015-08-23	228.1690	BTC	249.4410	0.9147214
2015-08-24	210.4950	BTC	249.1196	0.8449556
2015-08-25	221.6090	BTC	248.8941	0.8903747
2015-08-26	225.8310	BTC	248.7570	0.9078377
2015-08-27	224.7690	BTC	248.6219	0.9040593
2015-08-28	231.3960	BTC	248.5885	0.9308393
2015-08-29	229.7800	BTC	248.5402	0.9245185
2015-08-30	228.7610	BTC	248.4874	0.9206142
2015-08-31	230.0560	BTC	248.5264	0.9256802
2015-09-01	228.1210	BTC	248.5905	0.9176579
2015-09-02	229.2840	BTC	248.6294	0.9221918
2015-09-03	227.1830	BTC	248.6195	0.9137780
2015-09-04	230.2980	BTC	248.6724	0.9261099
2015-09-05	235.0190	BTC	248.7557	0.9447782
2015-09-06	239.8400	BTC	248.8789	0.9636816
2015-09-07	239.8470	BTC	248.9876	0.9632889
2015-09-08	243.6070	BTC	249.0472	0.9781561
2015-09-09	238.1680	BTC	249.0757	0.9562074
2015-09-10	238.4770	BTC	249.0901	0.9573927
2015-09-11	240.1070	BTC	249.1532	0.9636922
2015-09-12	235.2290	BTC	249.2163	0.9438747
2015-09-13	230.5120	BTC	249.2955	0.9246537
2015-09-14	230.6440	BTC	249.3052	0.9251472
2015-09-15	230.3040	BTC	249.3370	0.9236656
2015-09-16	229.0910	BTC	249.3604	0.9187144
2015-09-17	229.8100	BTC	249.3152	0.9217650
2015-09-18	232.9750	BTC	249.3216	0.9344358
2015-09-19	231.4930	BTC	249.2970	0.9285831
2015-09-20	231.2120	BTC	249.2317	0.9276990
2015-09-21	227.0850	BTC	249.1465	0.9114519
2015-09-22	230.6180	BTC	249.1072	0.9257783
2015-09-23	230.2830	BTC	249.1107	0.9244202
2015-09-24	234.5290	BTC	249.0907	0.9415406
2015-09-25	235.1440	BTC	249.0284	0.9442456
2015-09-26	234.3400	BTC	248.9749	0.9412193
2015-09-27	232.7570	BTC	248.9211	0.9350635
2015-09-28	239.1420	BTC	248.8995	0.9607974
2015-09-29	236.6870	BTC	248.8679	0.9510547
2015-09-30	236.0600	BTC	248.8656	0.9485439
2015-10-01	237.5490	BTC	248.8701	0.9545101
2015-10-02	237.2930	BTC	248.8678	0.9534900
2015-10-03	238.7300	BTC	248.8862	0.9591932
2015-10-04	238.2590	BTC	248.8967	0.9572608
2015-10-05	240.3830	BTC	248.9485	0.9655934
2015-10-06	246.0630	BTC	249.0493	0.9880092
2015-10-07	242.9690	BTC	249.1132	0.9753355
2015-10-08	242.3040	BTC	249.1630	0.9724720
2015-10-09	243.9310	BTC	249.1885	0.9789013
2015-10-10	244.9410	BTC	249.2319	0.9827835
2015-10-11	247.0500	BTC	249.2754	0.9910723
2015-10-12	245.3080	BTC	249.3340	0.9838530
2015-10-13	249.5080	BTC	249.4225	1.0003427
2015-10-14	251.9890	BTC	249.5276	1.0098644
2015-10-15	254.3200	BTC	249.6484	1.0187129
2015-10-16	262.8690	BTC	249.8325	1.0521811
2015-10-17	270.6400	BTC	250.0988	1.0821322
2015-10-18	261.6430	BTC	250.3235	1.0452195
2015-10-19	263.4370	BTC	250.6129	1.0511711
2015-10-20	269.4630	BTC	250.9247	1.0738798
2015-10-21	266.2720	BTC	251.2133	1.0599439
2015-10-22	274.0230	BTC	251.5683	1.0892590
2015-10-23	276.4960	BTC	251.9365	1.0974831
2015-10-24	281.6540	BTC	252.3367	1.1161832
2015-10-25	283.6800	BTC	252.7710	1.1222807
2015-10-26	285.3000	BTC	253.1768	1.1268806
2015-10-27	293.7880	BTC	253.6392	1.1582909
2015-10-28	304.6180	BTC	254.1807	1.1984307
2015-10-29	313.8550	BTC	254.7818	1.2318580
2015-10-30	328.0150	BTC	255.4820	1.2839063
2015-10-31	314.1660	BTC	256.0661	1.2268942
2015-11-01	325.4310	BTC	256.7224	1.2676376
2015-11-02	361.1890	BTC	257.6107	1.4020727
2015-11-03	403.4170	BTC	258.7002	1.5593997
2015-11-04	411.5630	BTC	259.8593	1.5837915
2015-11-05	386.3540	BTC	260.8404	1.4811894
2015-11-06	374.4700	BTC	261.7680	1.4305417
2015-11-07	386.4820	BTC	262.7770	1.4707601
2015-11-08	373.3680	BTC	263.7015	1.4158736
2015-11-09	380.2570	BTC	264.6534	1.4368112
2015-11-10	336.8190	BTC	265.3143	1.2695094
2015-11-11	311.0840	BTC	265.8184	1.1702879
2015-11-12	338.1520	BTC	266.4994	1.2688657
2015-11-13	336.7530	BTC	267.1649	1.2604688
2015-11-14	332.9060	BTC	267.7500	1.2433465
2015-11-15	320.1660	BTC	268.2582	1.1934992
2015-11-16	330.7510	BTC	268.7846	1.2305431
2015-11-17	335.0940	BTC	269.2990	1.2443194
2015-11-18	334.5900	BTC	269.8416	1.2399494
2015-11-19	326.1490	BTC	270.3469	1.2064091
2015-11-20	322.0220	BTC	270.8161	1.1890800
2015-11-21	326.9270	BTC	271.2878	1.2050928
2015-11-22	324.5360	BTC	271.6637	1.1946241
2015-11-23	323.0460	BTC	272.0495	1.1874529
2015-11-24	320.0460	BTC	272.4341	1.1747648
2015-11-25	328.2060	BTC	272.8442	1.2029061
2015-11-26	352.6840	BTC	273.4404	1.2898023
2015-11-27	358.0420	BTC	273.9628	1.3068998
2015-11-28	357.3810	BTC	274.4219	1.3023051
2015-11-29	371.2940	BTC	274.8535	1.3508796
2015-11-30	377.3210	BTC	275.4626	1.3697724
2015-12-01	362.4880	BTC	275.9984	1.3133698
2015-12-02	359.1870	BTC	276.5224	1.2989435
2015-12-03	361.0460	BTC	277.1150	1.3028743
2015-12-04	363.1830	BTC	277.7129	1.3077642
2015-12-05	388.9490	BTC	278.5275	1.3964472
2015-12-06	388.7830	BTC	279.3502	1.3917406
2015-12-07	395.5360	BTC	280.1827	1.4117074
2015-12-08	415.5630	BTC	281.1808	1.4779210
2015-12-09	417.5630	BTC	282.1832	1.4797584
2015-12-10	415.4790	BTC	283.1791	1.4671949
2015-12-11	451.9380	BTC	284.3481	1.5893826
2015-12-12	434.9970	BTC	285.3931	1.5242027
2015-12-13	433.7550	BTC	286.4008	1.5145035
2015-12-14	444.1820	BTC	287.4762	1.5451088
2015-12-15	465.3210	BTC	288.6969	1.6117979
2015-12-16	454.9340	BTC	289.8779	1.5693987
2015-12-17	456.0780	BTC	291.0804	1.5668452
2015-12-18	463.6160	BTC	292.3588	1.5857776
2015-12-19	462.3220	BTC	293.6496	1.5744000
2015-12-20	442.6850	BTC	294.7930	1.5016808
2015-12-21	438.6390	BTC	295.9174	1.4823023
2015-12-22	436.5720	BTC	296.9985	1.4699469
2015-12-23	442.4010	BTC	298.1450	1.4838449
2015-12-24	454.9850	BTC	299.4051	1.5196301
2015-12-25	455.6530	BTC	300.6627	1.5154955
2015-12-26	417.2740	BTC	301.7790	1.3827139
2015-12-27	422.8230	BTC	302.9057	1.3958899
2015-12-28	422.2790	BTC	304.0329	1.3889253
2015-12-29	432.9830	BTC	305.1943	1.4187125
2015-12-30	426.6200	BTC	306.3389	1.3926406
2015-12-31	430.5670	BTC	307.5281	1.4000899
2016-01-01	434.3340	BTC	308.7328	1.4068283
2016-01-02	433.4380	BTC	309.9605	1.3983650
2016-01-03	430.0110	BTC	311.1856	1.3818474
2016-01-04	433.0910	BTC	312.4364	1.3861734
2016-01-05	431.9600	BTC	314.0141	1.3756069
2016-01-06	429.1050	BTC	315.4600	1.3602518
2016-01-07	458.0480	BTC	317.0507	1.4447154
2016-01-08	453.2300	BTC	318.6268	1.4224477
2016-01-09	447.6110	BTC	320.1784	1.3980049
2016-01-10	447.9910	BTC	321.7486	1.3923636
2016-01-11	448.4280	BTC	323.4481	1.3863987
2016-01-12	435.6900	BTC	324.9772	1.3406785
2016-01-13	432.3710	BTC	326.4525	1.3244529
2016-01-14	430.3060	BTC	327.9206	1.3122260
2016-01-15	364.3310	BTC	328.8702	1.1078262
2016-01-16	387.5360	BTC	329.9970	1.1743622
2016-01-17	382.2990	BTC	331.0937	1.1546550
2016-01-18	387.1680	BTC	332.2159	1.1654107
2016-01-19	380.1490	BTC	333.3018	1.1405547
2016-01-20	420.2300	BTC	334.6657	1.2556708
2016-01-21	410.2620	BTC	335.9735	1.2211143
2016-01-22	382.4920	BTC	337.0606	1.1347872
2016-01-23	387.4910	BTC	338.1496	1.1459157
2016-01-24	402.9710	BTC	339.3149	1.1876020
2016-01-25	391.7260	BTC	340.3997	1.1507824
2016-01-26	392.1530	BTC	341.4608	1.1484571
2016-01-27	394.9720	BTC	342.5808	1.1529309
2016-01-28	380.2890	BTC	343.5937	1.1067984
2016-01-29	379.4740	BTC	344.5892	1.1012359
2016-01-30	378.2550	BTC	345.6108	1.0944536
2016-01-31	368.7670	BTC	346.5984	1.0639606
2016-02-01	373.0560	BTC	347.6156	1.0731855
2016-02-02	374.4480	BTC	348.6452	1.0740088
2016-02-03	369.9490	BTC	349.6513	1.0580512
2016-02-04	389.5940	BTC	350.7926	1.1106105
2016-02-05	386.5490	BTC	351.8896	1.0984952
2016-02-06	376.5220	BTC	352.9255	1.0668597
2016-02-07	376.6200	BTC	353.9641	1.0640061
2016-02-08	373.4470	BTC	355.0096	1.0519350
2016-02-09	376.0290	BTC	356.0482	1.0561181
2016-02-10	381.6490	BTC	357.1294	1.0686574
2016-02-11	379.6540	BTC	358.1660	1.0599944
2016-02-12	384.2630	BTC	359.2312	1.0696817
2016-02-13	391.8600	BTC	360.3563	1.0874237
2016-02-14	407.2300	BTC	361.6025	1.1261813
2016-02-15	400.1850	BTC	362.7528	1.1031891
2016-02-16	407.4880	BTC	363.9728	1.1195561
2016-02-17	416.3220	BTC	365.2604	1.1397949
2016-02-18	422.3730	BTC	366.5806	1.1521968
2016-02-19	420.7850	BTC	367.8913	1.1437755
2016-02-20	437.1640	BTC	369.3086	1.1837362
2016-02-21	438.7980	BTC	370.7411	1.1835700
2016-02-22	437.7480	BTC	372.1508	1.1762650
2016-02-23	420.7360	BTC	373.3985	1.1267748
2016-02-24	424.9550	BTC	374.6984	1.1341255
2016-02-25	424.5440	BTC	376.0001	1.1291061
2016-02-26	432.1520	BTC	377.3445	1.1452452
2016-02-27	432.5190	BTC	378.6844	1.1421623
2016-02-28	433.5040	BTC	380.0162	1.1407514
2016-02-29	437.6970	BTC	381.3904	1.1476351
2016-03-01	435.1230	BTC	382.7162	1.1369337
2016-03-02	423.9890	BTC	383.9448	1.1042968
2016-03-03	421.6510	BTC	385.1400	1.0947993
2016-03-04	410.9390	BTC	386.1977	1.0640639
2016-03-05	400.5700	BTC	387.1257	1.0347285
2016-03-06	407.7070	BTC	388.1690	1.0503336
2016-03-07	414.3210	BTC	389.2468	1.0644173
2016-03-08	413.9720	BTC	390.2790	1.0607078
2016-03-09	414.8600	BTC	391.3403	1.0601002
2016-03-10	417.1310	BTC	392.3625	1.0631265
2016-03-11	421.6900	BTC	393.3996	1.0719125
2016-03-12	411.6240	BTC	394.3280	1.0438620
2016-03-13	414.0650	BTC	395.2593	1.0475781
2016-03-14	416.4380	BTC	396.1960	1.0510908
2016-03-15	416.8300	BTC	397.0749	1.0497516
2016-03-16	417.0110	BTC	397.8777	1.0480884
2016-03-17	420.6210	BTC	398.6403	1.0551392
2016-03-18	409.5480	BTC	399.2227	1.0258636
2016-03-19	410.4440	BTC	399.9104	1.0263399
2016-03-20	413.7550	BTC	400.5413	1.0329897
2016-03-21	413.3070	BTC	400.9135	1.0309131
2016-03-22	418.0890	BTC	401.0183	1.0425682
2016-03-23	418.0410	BTC	401.0646	1.0423283
2016-03-24	416.3940	BTC	401.2792	1.0376666
2016-03-25	417.1770	BTC	401.5842	1.0388281
2016-03-26	417.9450	BTC	401.8090	1.0401585
2016-03-27	426.7650	BTC	402.1904	1.0611020
2016-03-28	424.2310	BTC	402.5045	1.0539783
2016-03-29	416.5160	BTC	403.0737	1.0333494
2016-03-30	414.8160	BTC	403.8147	1.0272435
2016-03-31	416.7290	BTC	404.3759	1.0305484
2016-04-01	417.9600	BTC	404.9560	1.0321121
2016-04-02	420.8730	BTC	405.5843	1.0376954
2016-04-03	420.9040	BTC	406.3039	1.0359339
2016-04-04	421.4440	BTC	406.9517	1.0356118
2016-04-05	424.0300	BTC	407.5870	1.0403424
2016-04-06	423.4130	BTC	408.2214	1.0372141
2016-04-07	422.7450	BTC	408.9114	1.0338304
2016-04-08	420.3490	BTC	409.6137	1.0262083
2016-04-09	419.4110	BTC	410.2743	1.0222697
2016-04-10	421.5640	BTC	410.9674	1.0257846
2016-04-11	422.4830	BTC	411.6776	1.0262472
2016-04-12	425.1900	BTC	412.4287	1.0309419
2016-04-13	423.7340	BTC	413.1110	1.0257146
2016-04-14	424.2820	BTC	413.6224	1.0257713
2016-04-15	429.7130	BTC	414.1344	1.0376174
2016-04-16	430.5720	BTC	414.6571	1.0383807
2016-04-17	427.3990	BTC	415.0579	1.0297334
2016-04-18	428.5910	BTC	415.4241	1.0316951
2016-04-19	435.5090	BTC	415.9457	1.0470333
2016-04-20	441.3890	BTC	416.5328	1.0596739
2016-04-21	449.4250	BTC	417.1641	1.0773337
2016-04-22	445.7370	BTC	417.7538	1.0669849
2016-04-23	450.2820	BTC	418.1919	1.0767354
2016-04-24	458.5550	BTC	418.6903	1.0952129
2016-04-25	461.4260	BTC	419.1609	1.1008326
2016-04-26	466.0890	BTC	419.5218	1.1110006
2016-04-27	444.6870	BTC	419.7155	1.0594962
2016-04-28	449.0110	BTC	419.9551	1.0691882
2016-04-29	455.0970	BTC	419.9776	1.0836220
2016-04-30	448.3180	BTC	420.0728	1.0672389
2016-05-01	451.8750	BTC	420.2022	1.0753751
2016-05-02	444.6690	BTC	420.2057	1.0582175
2016-05-03	450.3040	BTC	420.0984	1.0719012
2016-05-04	446.7220	BTC	420.0398	1.0635231
2016-05-05	447.9760	BTC	419.9819	1.0666555
2016-05-06	459.6030	BTC	419.9532	1.0944147
2016-05-07	458.5360	BTC	419.9262	1.0919443
2016-05-08	458.5480	BTC	420.0395	1.0916783
2016-05-09	460.4830	BTC	420.1955	1.0958779
2016-05-10	450.8950	BTC	420.2978	1.0727988
2016-05-11	452.7280	BTC	420.3716	1.0769710
2016-05-12	454.7660	BTC	420.3700	1.0818231
2016-05-13	455.6700	BTC	420.3701	1.0839733
2016-05-14	455.6710	BTC	420.6444	1.0832689
2016-05-15	457.5680	BTC	420.8926	1.0871372
2016-05-16	454.1630	BTC	421.1203	1.0784637
2016-05-17	453.7830	BTC	421.2689	1.0771813
2016-05-18	454.6190	BTC	421.4689	1.0786537
2016-05-19	438.7150	BTC	421.5271	1.0407753
2016-05-20	442.6760	BTC	421.5867	1.0500237
2016-05-21	443.1880	BTC	421.6563	1.0510645
2016-05-22	439.3230	BTC	421.7228	1.0417339
2016-05-23	444.1550	BTC	421.8019	1.0529944
2016-05-24	445.9810	BTC	421.9020	1.0570724
2016-05-25	449.5990	BTC	422.0484	1.0652783
2016-05-26	453.3840	BTC	422.0151	1.0743313
2016-05-27	473.4640	BTC	422.1596	1.1215284
2016-05-28	530.0400	BTC	422.7484	1.2537954
2016-05-29	526.2330	BTC	423.3073	1.2431465
2016-05-30	533.8640	BTC	423.9175	1.2593582
2016-05-31	531.3860	BTC	424.6011	1.2514947
2016-06-01	536.9200	BTC	425.3478	1.2623080
2016-06-02	537.9720	BTC	426.1169	1.2624986
2016-06-03	569.1940	BTC	427.5802	1.3311982
2016-06-04	572.7270	BTC	428.9030	1.3353299
2016-06-05	574.9770	BTC	430.2793	1.3362879
2016-06-06	585.5370	BTC	431.6962	1.3563636
2016-06-07	576.5970	BTC	433.0994	1.3313272
2016-06-08	581.6450	BTC	434.2523	1.3394171
2016-06-09	574.6300	BTC	435.4264	1.3196949
2016-06-10	577.4700	BTC	436.8191	1.3219888
2016-06-11	606.7270	BTC	438.3851	1.3840047
2016-06-12	672.7840	BTC	440.3123	1.5279700
2016-06-13	704.3760	BTC	442.5455	1.5916464
2016-06-14	685.5590	BTC	444.6413	1.5418249
2016-06-15	694.4690	BTC	446.7805	1.5543850
2016-06-16	766.3080	BTC	449.5378	1.7046574
2016-06-17	748.9090	BTC	452.1766	1.6562310
2016-06-18	756.2270	BTC	454.8764	1.6624888
2016-06-19	763.7810	BTC	457.6980	1.6687446
2016-06-20	737.2260	BTC	460.2992	1.6016235
2016-06-21	666.6520	BTC	462.3864	1.4417639
2016-06-22	596.1160	BTC	464.0018	1.2847277
2016-06-23	623.9770	BTC	465.6760	1.3399380
2016-06-24	665.2990	BTC	467.6671	1.4225911
2016-06-25	665.1230	BTC	469.7285	1.4159732
2016-06-26	629.3670	BTC	471.5338	1.3347229
2016-06-27	655.2750	BTC	473.5469	1.3837595
2016-06-28	647.0010	BTC	475.4824	1.3607253
2016-06-29	639.8900	BTC	477.3270	1.3405695
2016-06-30	673.3370	BTC	479.4247	1.4044686
2016-07-01	676.2960	BTC	481.5107	1.4045296
2016-07-02	703.7020	BTC	483.7381	1.4547169
2016-07-03	658.6640	BTC	485.5341	1.3565762
2016-07-04	683.6620	BTC	487.5589	1.4022141
2016-07-05	670.6270	BTC	489.4385	1.3701967
2016-07-06	677.3310	BTC	491.3028	1.3786426
2016-07-07	640.5620	BTC	492.8613	1.2996800
2016-07-08	666.5230	BTC	494.6166	1.3475549
2016-07-09	650.9600	BTC	496.1437	1.3120392
2016-07-10	649.3600	BTC	497.6477	1.3048587
2016-07-11	647.6590	BTC	499.1471	1.2975313
2016-07-12	664.5510	BTC	500.8886	1.3267441
2016-07-13	654.4680	BTC	502.5280	1.3023513
2016-07-14	658.0780	BTC	504.1961	1.3052025
2016-07-15	663.2550	BTC	505.8468	1.3111775
2016-07-16	660.7670	BTC	507.4772	1.3020625
2016-07-17	679.4590	BTC	509.2340	1.3342765
2016-07-18	673.1060	BTC	510.9155	1.3174508
2016-07-19	672.8640	BTC	512.6136	1.3126143
2016-07-20	665.6850	BTC	514.3400	1.2942508
2016-07-21	665.0120	BTC	516.0783	1.2885874
2016-07-22	650.6190	BTC	517.7903	1.2565298
2016-07-23	655.5560	BTC	519.6117	1.2616268
2016-07-24	661.2850	BTC	521.4229	1.2682314
2016-07-25	654.0970	BTC	523.1356	1.2503392
2016-07-26	651.7840	BTC	524.8343	1.2418853
2016-07-27	654.3520	BTC	526.5449	1.2427277
2016-07-28	655.0350	BTC	528.2443	1.2400229
2016-07-29	656.9920	BTC	529.9250	1.2397830
2016-07-30	655.0470	BTC	531.6637	1.2320701
2016-07-31	624.6810	BTC	533.1681	1.1716399
2016-08-01	606.2720	BTC	534.5241	1.1342276
2016-08-02	547.4650	BTC	535.4572	1.0224254
2016-08-03	566.3550	BTC	536.5239	1.0556006
2016-08-04	578.2890	BTC	537.6501	1.0755861
2016-08-05	575.0430	BTC	538.8322	1.0672024
2016-08-06	587.7780	BTC	540.0989	1.0882785
2016-08-07	592.6900	BTC	541.3770	1.0947824
2016-08-08	591.0540	BTC	542.6466	1.0892061
2016-08-09	587.8010	BTC	543.8589	1.0807970
2016-08-10	592.1030	BTC	545.1022	1.0862240
2016-08-11	589.1200	BTC	546.3359	1.0783109
2016-08-12	587.5590	BTC	547.5529	1.0730634
2016-08-13	585.5880	BTC	548.7504	1.0671300
2016-08-14	570.4730	BTC	549.7769	1.0376446
2016-08-15	567.2400	BTC	550.7984	1.0298505
2016-08-16	577.4390	BTC	551.9478	1.0461841
2016-08-17	573.2160	BTC	553.0792	1.0364085
2016-08-18	574.3180	BTC	554.2049	1.0362918
2016-08-19	575.6300	BTC	555.3311	1.0365528
2016-08-20	581.6970	BTC	556.4798	1.0453155
2016-08-21	581.3080	BTC	557.6256	1.0424701
2016-08-22	586.7530	BTC	558.8064	1.0500113
2016-08-23	583.4150	BTC	559.9448	1.0419151
2016-08-24	580.1820	BTC	561.0646	1.0340735
2016-08-25	577.7610	BTC	562.1719	1.0277302
2016-08-26	579.6510	BTC	563.3097	1.0290094
2016-08-27	569.9470	BTC	564.3850	1.0098550
2016-08-28	573.9120	BTC	565.4732	1.0149234
2016-08-29	574.1070	BTC	566.5562	1.0133275
2016-08-30	577.5030	BTC	567.6442	1.0173680
2016-08-31	575.4720	BTC	568.7280	1.0118580
2016-09-01	572.3030	BTC	569.7853	1.0044186
2016-09-02	575.5370	BTC	570.8269	1.0082513
2016-09-03	598.2120	BTC	572.0243	1.0457807
2016-09-04	608.6340	BTC	573.3189	1.0615977
2016-09-05	606.5900	BTC	574.5903	1.0556914
2016-09-06	610.4360	BTC	575.8398	1.0600796
2016-09-07	614.5440	BTC	577.0766	1.0649263
2016-09-08	626.3160	BTC	578.3401	1.0829545
2016-09-09	622.8610	BTC	579.6053	1.0746297
2016-09-10	623.5090	BTC	580.8426	1.0734560
2016-09-11	606.7190	BTC	581.9009	1.0426500
2016-09-12	608.2430	BTC	582.9496	1.0433886
2016-09-13	609.2410	BTC	583.9721	1.0432707
2016-09-14	610.6840	BTC	585.1578	1.0436228
2016-09-15	607.1550	BTC	586.2874	1.0355928
2016-09-16	606.9730	BTC	587.3722	1.0333703
2016-09-17	605.9840	BTC	588.4984	1.0297122
2016-09-18	609.8740	BTC	589.6270	1.0343387
2016-09-19	609.2270	BTC	590.8024	1.0311857
2016-09-20	608.3120	BTC	591.9310	1.0276738
2016-09-21	597.1490	BTC	593.0055	1.0069872
2016-09-22	596.2980	BTC	594.0650	1.0037589
2016-09-23	602.8420	BTC	595.0881	1.0130298
2016-09-24	602.6250	BTC	596.1173	1.0109168
2016-09-25	600.8260	BTC	597.1336	1.0061836
2016-09-26	608.0430	BTC	598.1876	1.0164755
2016-09-27	606.1660	BTC	599.2966	1.0114624
2016-09-28	604.7280	BTC	600.3824	1.0072382
2016-09-29	605.6930	BTC	601.4604	1.0070372
2016-09-30	609.7350	BTC	602.5609	1.0119060
2016-10-01	613.9830	BTC	603.6917	1.0170473
2016-10-02	610.8920	BTC	604.7868	1.0100948
2016-10-03	612.1330	BTC	605.9152	1.0102618
2016-10-04	610.2040	BTC	607.0325	1.0052246
2016-10-05	612.5110	BTC	608.1603	1.0071538
2016-10-06	613.0210	BTC	609.4053	1.0059331
2016-10-07	617.1210	BTC	610.6514	1.0105946
2016-10-08	619.1080	BTC	611.9079	1.0117665
2016-10-09	616.7520	BTC	613.1753	1.0058331
2016-10-10	618.9940	BTC	614.4241	1.0074376
2016-10-11	641.0720	BTC	615.8177	1.0410095
2016-10-12	636.1920	BTC	617.1505	1.0308540
2016-10-13	636.7860	BTC	618.4605	1.0296309
2016-10-14	640.3780	BTC	619.6527	1.0334466
2016-10-15	638.6460	BTC	620.4285	1.0293628
2016-10-16	641.6310	BTC	621.2528	1.0328018
2016-10-17	639.1930	BTC	622.0051	1.0276330
2016-10-18	637.9600	BTC	622.7663	1.0243971
2016-10-19	630.5200	BTC	623.4349	1.0113646
2016-10-20	630.8570	BTC	624.0984	1.0108294
2016-10-21	632.8280	BTC	624.5529	1.0132496
2016-10-22	657.2940	BTC	625.1570	1.0514064
2016-10-23	657.0710	BTC	625.7433	1.0500647
2016-10-24	653.7610	BTC	626.2307	1.0439620
2016-10-25	657.5880	BTC	626.8092	1.0491040
2016-10-26	678.3040	BTC	627.4996	1.0809633
2016-10-27	688.3130	BTC	628.3116	1.0954962
2016-10-28	689.6510	BTC	629.1129	1.0962277
2016-10-29	714.4790	BTC	629.8826	1.1343051
2016-10-30	701.8640	BTC	630.0903	1.1139102
2016-10-31	700.9720	BTC	630.0660	1.1125375
2016-11-01	729.7930	BTC	630.3819	1.1576998
2016-11-02	740.8290	BTC	630.7131	1.1745896
2016-11-03	688.7000	BTC	630.1587	1.0928993
2016-11-04	703.2350	BTC	629.8325	1.1165429
2016-11-05	703.4180	BTC	629.4553	1.1175028
2016-11-06	711.5220	BTC	629.0820	1.1310481
2016-11-07	703.1310	BTC	628.8385	1.1181425
2016-11-08	709.8480	BTC	629.1470	1.1282705
2016-11-09	723.2730	BTC	630.0553	1.1479517
2016-11-10	715.5340	BTC	630.7092	1.1344911
2016-11-11	716.4110	BTC	631.0743	1.1352245
2016-11-12	705.0540	BTC	631.3595	1.1167235
2016-11-13	702.0310	BTC	631.8786	1.1110220
2016-11-14	705.0210	BTC	632.2339	1.1151268
2016-11-15	711.6190	BTC	632.6955	1.1247418
2016-11-16	744.1980	BTC	633.4405	1.1748506
2016-11-17	740.9770	BTC	633.9237	1.1688742
2016-11-18	751.5850	BTC	634.4614	1.1846032
2016-11-19	751.6160	BTC	634.8037	1.1840133
2016-11-20	731.0260	BTC	635.3206	1.1506412
2016-11-21	739.2480	BTC	635.7176	1.1628559
2016-11-22	751.3470	BTC	636.2942	1.1808170
2016-11-23	744.5940	BTC	636.7746	1.1693211
2016-11-24	740.2890	BTC	637.4870	1.1612614
2016-11-25	741.6490	BTC	638.0236	1.1624163
2016-11-26	735.3820	BTC	638.6266	1.1515055
2016-11-27	732.0350	BTC	639.2171	1.1452055
2016-11-28	735.8130	BTC	639.8468	1.1499831
2016-11-29	735.6040	BTC	640.3543	1.1487453
2016-11-30	745.6910	BTC	641.0059	1.1633138
2016-12-01	756.7740	BTC	641.7109	1.1793068
2016-12-02	777.9440	BTC	642.5301	1.2107511
2016-12-03	771.1550	BTC	643.3186	1.1987141
2016-12-04	773.8720	BTC	643.9929	1.2016778
2016-12-05	758.7000	BTC	644.6043	1.1770011
2016-12-06	764.2240	BTC	645.2569	1.1843717
2016-12-07	768.1320	BTC	645.9887	1.1890797
2016-12-08	770.8100	BTC	646.7444	1.1918310
2016-12-09	772.7940	BTC	647.6170	1.1932886
2016-12-10	774.6500	BTC	648.4677	1.1945853
2016-12-11	769.7310	BTC	649.2423	1.1855835
2016-12-12	780.0870	BTC	650.1423	1.1998712
2016-12-13	780.5560	BTC	651.0621	1.1988965
2016-12-14	781.4810	BTC	651.9701	1.1986454
2016-12-15	778.0880	BTC	652.8491	1.1918344
2016-12-16	784.9070	BTC	653.7628	1.2005991
2016-12-17	790.8290	BTC	654.7326	1.2078655
2016-12-18	790.5300	BTC	655.9173	1.2052283
2016-12-19	792.7140	BTC	657.2490	1.2061091
2016-12-20	800.8760	BTC	659.0591	1.2151809
2016-12-21	834.2810	BTC	660.9728	1.2622017
2016-12-22	864.5400	BTC	663.0175	1.3039475
2016-12-23	921.9840	BTC	665.4956	1.3854096
2016-12-24	898.8220	BTC	667.7174	1.3461115
2016-12-25	896.1830	BTC	669.8852	1.3378158
2016-12-26	907.6100	BTC	672.1463	1.3503161
2016-12-27	933.1980	BTC	674.6134	1.3833078
2016-12-28	975.9210	BTC	677.3550	1.4407823
2016-12-29	973.4970	BTC	680.1005	1.4314017
2016-12-30	961.2380	BTC	682.7697	1.4078511
2016-12-31	963.7430	BTC	685.4708	1.4059578
2017-01-01	998.3250	BTC	688.5268	1.4499435
2017-01-02	1021.7500	BTC	691.7733	1.4770011
2017-01-03	1043.8400	BTC	695.1048	1.5017016
2017-01-04	1154.7300	BTC	699.2584	1.6513636
2017-01-05	1013.3800	BTC	702.3946	1.4427503
2017-01-06	902.2010	BTC	704.7273	1.2802130
2017-01-07	908.5850	BTC	707.0622	1.2850143
2017-01-08	911.1990	BTC	709.4185	1.2844307
2017-01-09	902.8280	BTC	711.6762	1.2685938
2017-01-10	907.6790	BTC	713.9924	1.2712727
2017-01-11	777.7570	BTC	715.4036	1.0871583
2017-01-12	804.8340	BTC	717.0256	1.1224620
2017-01-13	823.9840	BTC	718.7708	1.1463793
2017-01-14	818.4120	BTC	720.5456	1.1358227
2017-01-15	821.7980	BTC	722.3162	1.1377261
2017-01-16	831.5340	BTC	724.1549	1.1482819
2017-01-17	907.9380	BTC	726.5152	1.2497164
2017-01-18	886.6180	BTC	728.7377	1.2166490
2017-01-19	899.0730	BTC	731.0717	1.2298013
2017-01-20	895.0260	BTC	733.3538	1.2204559
2017-01-21	921.7890	BTC	735.6651	1.2530009
2017-01-22	924.6730	BTC	737.9225	1.2530760
2017-01-23	921.0120	BTC	740.1684	1.2443277
2017-01-24	892.6870	BTC	742.1844	1.2027832
2017-01-25	901.5420	BTC	744.2344	1.2113683
2017-01-26	917.5860	BTC	746.3149	1.2294890
2017-01-27	919.7500	BTC	748.4356	1.2288967
2017-01-28	921.5900	BTC	750.5647	1.2278622
2017-01-29	919.4960	BTC	752.7988	1.2214365
2017-01-30	920.3820	BTC	755.0284	1.2190032
2017-01-31	970.4030	BTC	757.6081	1.2808772
2017-02-01	989.0230	BTC	760.3106	1.3008145
2017-02-02	1011.8000	BTC	763.2009	1.3257322
2017-02-03	1029.9100	BTC	766.2219	1.3441408
2017-02-04	1042.9000	BTC	769.3427	1.3555728
2017-02-05	1027.3400	BTC	772.3246	1.3301920
2017-02-06	1038.1500	BTC	775.3883	1.3388776
2017-02-07	1061.3500	BTC	778.6243	1.3631092
2017-02-08	1063.0699	BTC	781.9523	1.3595074
2017-02-09	994.3830	BTC	784.7958	1.2670596
2017-02-10	988.6740	BTC	787.5517	1.2553766
2017-02-11	1004.4500	BTC	790.4219	1.2707771
2017-02-12	999.1810	BTC	793.2673	1.2595768
2017-02-13	990.6420	BTC	796.0001	1.2445249
2017-02-14	1004.5500	BTC	798.8457	1.2575018
2017-02-15	1007.4800	BTC	801.7225	1.2566442
2017-02-16	1027.4399	BTC	804.7350	1.2767432
2017-02-17	1046.2100	BTC	807.8527	1.2950504
2017-02-18	1054.4200	BTC	810.9987	1.3001501
2017-02-19	1047.8700	BTC	814.1199	1.2871199
2017-02-20	1079.9800	BTC	817.4617	1.3211383
2017-02-21	1115.3000	BTC	821.0695	1.3583503
2017-02-22	1117.4399	BTC	824.6762	1.3550045
2017-02-23	1166.7200	BTC	828.6312	1.4080088
2017-02-24	1173.6801	BTC	832.6066	1.4096454
2017-02-25	1143.8400	BTC	836.3547	1.3676494
2017-02-26	1165.2000	BTC	840.2722	1.3866935
2017-02-27	1179.9700	BTC	844.2791	1.3976065
2017-02-28	1179.9700	BTC	848.1284	1.3912634
2017-03-01	1222.5000	BTC	852.3163	1.4343266
2017-03-02	1251.0100	BTC	856.7036	1.4602600
2017-03-03	1274.9900	BTC	861.2366	1.4804178
2017-03-04	1255.1500	BTC	865.6402	1.4499674
2017-03-05	1267.1200	BTC	870.1079	1.4562791
2017-03-06	1272.8300	BTC	874.6339	1.4552716
2017-03-07	1223.5400	BTC	878.8166	1.3922586
2017-03-08	1150.0000	BTC	882.5272	1.3030760
2017-03-09	1188.4900	BTC	886.5103	1.3406387
2017-03-10	1116.7200	BTC	889.9667	1.2547885
2017-03-11	1175.8300	BTC	893.6705	1.3157310
2017-03-12	1221.3800	BTC	897.7013	1.3605640
2017-03-13	1231.9200	BTC	901.8310	1.3660210
2017-03-14	1240.0000	BTC	905.9911	1.3686669
2017-03-15	1249.6100	BTC	910.0718	1.3730894
2017-03-16	1187.8101	BTC	913.6397	1.3000859
2017-03-17	1100.2300	BTC	916.5724	1.2003744
2017-03-18	973.8180	BTC	918.4248	1.0603133
2017-03-19	1036.7400	BTC	920.8168	1.1258917
2017-03-20	1054.2300	BTC	923.3400	1.1417570
2017-03-21	1120.5400	BTC	926.1311	1.2099152
2017-03-22	1049.1400	BTC	928.3333	1.1301329
2017-03-23	1038.5900	BTC	930.8325	1.1157646
2017-03-24	937.5200	BTC	932.5060	1.0053769
2017-03-25	972.7790	BTC	934.4300	1.0410400
2017-03-26	966.7250	BTC	936.2529	1.0325469
2017-03-27	1045.7700	BTC	938.7003	1.1140617
2017-03-28	1047.1500	BTC	941.1096	1.1126760
2017-03-29	1039.9700	BTC	943.3717	1.1023968
2017-03-30	1026.4301	BTC	945.5924	1.0854889
2017-03-31	1071.7900	BTC	948.1308	1.1304242
2017-04-01	1080.5000	BTC	950.8126	1.1363964
2017-04-02	1102.1700	BTC	953.6707	1.1557134
2017-04-03	1143.8101	BTC	956.8049	1.1954475
2017-04-04	1133.2500	BTC	959.8166	1.1806943
2017-04-05	1124.7800	BTC	962.5350	1.1685601
2017-04-06	1182.6801	BTC	965.6900	1.2246994
2017-04-07	1176.9000	BTC	968.7280	1.2148921
2017-04-08	1175.9500	BTC	971.7590	1.2101251
2017-04-09	1187.8700	BTC	975.0221	1.2183005
2017-04-10	1187.1300	BTC	978.2213	1.2135598
2017-04-11	1205.0100	BTC	981.4617	1.2277707
2017-04-12	1200.3700	BTC	984.7173	1.2189996
2017-04-13	1169.2800	BTC	987.7815	1.1837436
2017-04-14	1167.5400	BTC	990.8236	1.1783531
2017-04-15	1172.5200	BTC	993.9460	1.1796617
2017-04-16	1182.9399	BTC	997.1668	1.1863010
2017-04-17	1193.9100	BTC	1000.4389	1.1933863
2017-04-18	1211.6700	BTC	1003.8393	1.2070358
2017-04-19	1210.2900	BTC	1007.1579	1.2016885
2017-04-20	1229.0800	BTC	1010.5315	1.2162708
2017-04-21	1222.0500	BTC	1013.7037	1.2055298
2017-04-22	1231.7100	BTC	1016.9934	1.2111288
2017-04-23	1207.2100	BTC	1020.0887	1.1834363
2017-04-24	1250.1500	BTC	1023.5990	1.2213279
2017-04-25	1265.4900	BTC	1027.1795	1.2320047
2017-04-26	1281.0800	BTC	1030.8434	1.2427493
2017-04-27	1317.7300	BTC	1034.7500	1.2734767
2017-04-28	1316.4800	BTC	1038.6334	1.2675116
2017-04-29	1321.7900	BTC	1042.5416	1.2678535
2017-04-30	1347.8900	BTC	1046.6713	1.2877873
2017-05-01	1421.6000	BTC	1051.2535	1.3522903
2017-05-02	1452.8199	BTC	1056.0554	1.3757043
2017-05-03	1490.0900	BTC	1061.1169	1.4042656
2017-05-04	1537.6700	BTC	1066.5425	1.4417335
2017-05-05	1555.4500	BTC	1072.0464	1.4509167
2017-05-06	1578.8000	BTC	1077.6747	1.4650061
2017-05-07	1596.7100	BTC	1083.4332	1.4737503
2017-05-08	1723.3500	BTC	1090.0806	1.5809382
2017-05-09	1755.3600	BTC	1096.8983	1.6002942
2017-05-10	1787.1300	BTC	1103.7044	1.6192108
2017-05-11	1848.5699	BTC	1110.7332	1.6642791
2017-05-12	1724.2400	BTC	1116.4636	1.5443764
2017-05-13	1804.9100	BTC	1122.9356	1.6073139
2017-05-14	1808.9100	BTC	1129.4551	1.6015777
2017-05-15	1738.4301	BTC	1135.3895	1.5311310
2017-05-16	1734.4500	BTC	1141.1127	1.5199637
2017-05-17	1839.0900	BTC	1147.2782	1.6030026
2017-05-18	1888.6500	BTC	1153.8150	1.6368741
2017-05-19	1987.7100	BTC	1161.1470	1.7118504
2017-05-20	2084.7300	BTC	1169.1540	1.7831098
2017-05-21	2041.2000	BTC	1176.6031	1.7348245
2017-05-22	2173.3999	BTC	1184.8292	1.8343571
2017-05-23	2320.4199	BTC	1193.9476	1.9434855
2017-05-24	2443.6399	BTC	1203.1541	2.0310281
2017-05-25	2304.9800	BTC	1212.3799	1.9012028
2017-05-26	2202.4199	BTC	1221.6671	1.8027987
2017-05-27	2038.8700	BTC	1229.7406	1.6579675
2017-05-28	2155.8000	BTC	1238.6306	1.7404705
2017-05-29	2255.6101	BTC	1248.2933	1.8069552
2017-05-30	2175.4700	BTC	1257.3490	1.7302038
2017-05-31	2286.4099	BTC	1268.1251	1.8029845
2017-06-01	2407.8799	BTC	1279.5754	1.8817804
2017-06-02	2488.5500	BTC	1291.4652	1.9269200
2017-06-03	2515.3501	BTC	1303.5862	1.9295618
2017-06-04	2511.8101	BTC	1315.6577	1.9091669
2017-06-05	2686.8101	BTC	1328.9096	2.0218155
2017-06-06	2863.2000	BTC	1342.8758	2.1321406
2017-06-07	2732.1599	BTC	1356.0582	2.0147807
2017-06-08	2805.6201	BTC	1369.6764	2.0483817
2017-06-09	2823.8101	BTC	1383.4535	2.0411312
2017-06-10	2947.7100	BTC	1397.9243	2.1086334
2017-06-11	2958.1101	BTC	1412.4489	2.0943130
2017-06-12	2659.6299	BTC	1424.8676	1.8665804
2017-06-13	2717.0200	BTC	1437.8985	1.8895770
2017-06-14	2506.3701	BTC	1449.3616	1.7292925
2017-06-15	2464.5801	BTC	1460.4115	1.6875929
2017-06-16	2518.5601	BTC	1471.8316	1.7111740
2017-06-17	2655.8799	BTC	1484.2194	1.7894119
2017-06-18	2548.2900	BTC	1495.8536	1.7035691
2017-06-19	2589.6001	BTC	1507.7766	1.7174958
2017-06-20	2721.7900	BTC	1520.2865	1.7903138
2017-06-21	2689.1001	BTC	1532.4299	1.7547948
2017-06-22	2705.4099	BTC	1544.5272	1.7516105
2017-06-23	2744.9099	BTC	1556.7772	1.7632003
2017-06-24	2608.7200	BTC	1567.9616	1.6637652
2017-06-25	2589.4099	BTC	1579.1192	1.6397811
2017-06-26	2478.4500	BTC	1589.4071	1.5593550
2017-06-27	2552.4500	BTC	1600.0578	1.5952236
2017-06-28	2574.7900	BTC	1610.8558	1.5983988
2017-06-29	2539.3201	BTC	1621.8911	1.5656539
2017-06-30	2480.8401	BTC	1632.5494	1.5196110
2017-07-01	2434.5500	BTC	1642.7644	1.4819837
2017-07-02	2506.4700	BTC	1653.5307	1.5158291
2017-07-03	2564.0601	BTC	1664.7694	1.5401893
2017-07-04	2601.6399	BTC	1676.1772	1.5521270
2017-07-05	2601.9900	BTC	1687.5666	1.5418592
2017-07-06	2608.5601	BTC	1698.8603	1.5354765
2017-07-07	2518.6599	BTC	1709.3778	1.4734367
2017-07-08	2571.3401	BTC	1720.2129	1.4947801
2017-07-09	2518.4399	BTC	1730.7170	1.4551425
2017-07-10	2372.5601	BTC	1739.9497	1.3635797
2017-07-11	2337.7900	BTC	1748.6818	1.3368870
2017-07-12	2398.8401	BTC	1757.8347	1.3646563
2017-07-13	2357.8999	BTC	1766.3431	1.3349048
2017-07-14	2233.3401	BTC	1773.9121	1.2589914
2017-07-15	1998.8600	BTC	1780.0194	1.1229428
2017-07-16	1929.8199	BTC	1785.4809	1.0808404
2017-07-17	2228.4099	BTC	1792.9698	1.2428597
2017-07-18	2318.8799	BTC	1801.1049	1.2874763
2017-07-19	2273.4299	BTC	1808.6115	1.2570029
2017-07-20	2817.6001	BTC	1819.8014	1.5483008
2017-07-21	2667.7600	BTC	1829.7498	1.4579917
2017-07-22	2810.1201	BTC	1840.8567	1.5265284
2017-07-23	2730.3999	BTC	1851.3087	1.4748485
2017-07-24	2754.8601	BTC	1861.8947	1.4796004
2017-07-25	2576.4800	BTC	1871.5585	1.3766494
2017-07-26	2529.4500	BTC	1881.4117	1.3444425
2017-07-27	2671.7800	BTC	1892.0067	1.4121409
2017-07-28	2809.0100	BTC	1904.0944	1.4752472
2017-07-29	2726.4500	BTC	1915.1703	1.4236071
2017-07-30	2757.1799	BTC	1926.1403	1.4314533
2017-07-31	2875.3401	BTC	1937.8790	1.4837562
2017-08-01	2718.2600	BTC	1948.4380	1.3950970
2017-08-02	2710.6699	BTC	1958.8742	1.3837897
2017-08-03	2804.7300	BTC	1970.4236	1.4234147
2017-08-04	2895.8899	BTC	1983.2497	1.4601741
2017-08-05	3252.9099	BTC	1999.5290	1.6268381
2017-08-06	3213.9399	BTC	2015.0804	1.5949438
2017-08-07	3378.9399	BTC	2031.6855	1.6631216
2017-08-08	3419.9399	BTC	2048.1097	1.6698031
2017-08-09	3342.4700	BTC	2064.4907	1.6190289
2017-08-10	3381.2800	BTC	2081.2242	1.6246592
2017-08-11	3650.6201	BTC	2100.6035	1.7378911
2017-08-12	3884.7100	BTC	2121.4030	1.8311985
2017-08-13	4073.2600	BTC	2143.5925	1.9002026
2017-08-14	4325.1299	BTC	2167.0165	1.9958915
2017-08-15	4181.9302	BTC	2189.4078	1.9100737
2017-08-16	4376.6299	BTC	2213.2411	1.9774755
2017-08-17	4331.6899	BTC	2236.8501	1.9365133
2017-08-18	4160.6201	BTC	2258.9131	1.8418681
2017-08-19	4193.7002	BTC	2281.1503	1.8384147
2017-08-20	4087.6599	BTC	2302.4752	1.7753329
2017-08-21	4001.7400	BTC	2322.8890	1.7227427
2017-08-22	4100.5200	BTC	2344.0838	1.7493061
2017-08-23	4151.5200	BTC	2365.7034	1.7548777
2017-08-24	4334.6802	BTC	2388.2176	1.8150273
2017-08-25	4371.6001	BTC	2411.0369	1.8131618
2017-08-26	4352.3999	BTC	2433.7259	1.7883690
2017-08-27	4382.8799	BTC	2456.5474	1.7841626
2017-08-28	4382.6602	BTC	2479.3726	1.7676489
2017-08-29	4579.0200	BTC	2503.4726	1.8290673
2017-08-30	4565.2998	BTC	2527.5079	1.8062455
2017-08-31	4703.3901	BTC	2552.7515	1.8424787
2017-09-01	4892.0098	BTC	2579.3549	1.8966021
2017-09-02	4578.7700	BTC	2603.6852	1.7585728
2017-09-03	4582.9600	BTC	2627.9711	1.7439157
2017-09-04	4236.3101	BTC	2649.7025	1.5987871
2017-09-05	4376.5298	BTC	2672.3086	1.6377337
2017-09-06	4597.1201	BTC	2696.5003	1.7048469
2017-09-07	4599.8799	BTC	2720.5774	1.6907734
2017-09-08	4228.7500	BTC	2742.0539	1.5421834
2017-09-09	4226.0601	BTC	2763.4421	1.5292740
2017-09-10	4122.9399	BTC	2784.2687	1.4807981
2017-09-11	4161.2700	BTC	2805.0624	1.4834857
2017-09-12	4130.8101	BTC	2825.5290	1.4619599
2017-09-13	3882.5901	BTC	2844.1112	1.3651330
2017-09-14	3154.9500	BTC	2857.2342	1.1041972
2017-09-15	3637.5200	BTC	2873.8131	1.2657469
2017-09-16	3625.0400	BTC	2890.2649	1.2542242
2017-09-17	3582.8799	BTC	2906.2291	1.2328278
2017-09-18	4065.2000	BTC	2925.1119	1.3897588
2017-09-19	3924.9700	BTC	2942.7701	1.3337671
2017-09-20	3905.9500	BTC	2960.0263	1.3195660
2017-09-21	3631.0400	BTC	2974.9789	1.2205263
2017-09-22	3630.7000	BTC	2989.8021	1.2143613
2017-09-23	3792.3999	BTC	3005.6136	1.2617723
2017-09-24	3682.8401	BTC	3020.5145	1.2192758
2017-09-25	3926.0701	BTC	3036.2482	1.2930662
2017-09-26	3892.3501	BTC	3051.5124	1.2755478
2017-09-27	4200.6699	BTC	3068.7520	1.3688529
2017-09-28	4174.7300	BTC	3085.3674	1.3530739
2017-09-29	4163.0698	BTC	3102.7876	1.3417192
2017-09-30	4338.7100	BTC	3120.8862	1.3902173
2017-10-01	4403.7402	BTC	3139.4207	1.4027238
2017-10-02	4409.3198	BTC	3158.4985	1.3960177
2017-10-03	4317.4800	BTC	3176.9487	1.3590021
2017-10-04	4229.3599	BTC	3194.0221	1.3241486
2017-10-05	4328.4102	BTC	3211.4489	1.3478060
2017-10-06	4370.8101	BTC	3228.4711	1.3538328
2017-10-07	4426.8901	BTC	3245.2008	1.3641344
2017-10-08	4610.4800	BTC	3263.5528	1.4127181
2017-10-09	4772.0200	BTC	3282.1144	1.4539469
2017-10-10	4781.9902	BTC	3299.6970	1.4492210
2017-10-11	4826.4800	BTC	3316.7173	1.4551979
2017-10-12	5446.9102	BTC	3339.1596	1.6312218
2017-10-13	5647.2100	BTC	3363.7653	1.6788359
2017-10-14	5831.7900	BTC	3390.8576	1.7198570
2017-10-15	5678.1899	BTC	3416.0175	1.6622251
2017-10-16	5725.5898	BTC	3440.8031	1.6640272
2017-10-17	5605.5098	BTC	3465.3034	1.6176101
2017-10-18	5590.6899	BTC	3488.9054	1.6024195
2017-10-19	5708.5200	BTC	3512.4814	1.6252101
2017-10-20	6011.4502	BTC	3537.6449	1.6992803
2017-10-21	6031.6001	BTC	3562.7610	1.6929567
2017-10-22	6008.4199	BTC	3587.7368	1.6747103
2017-10-23	5930.3198	BTC	3610.9047	1.6423363
2017-10-24	5526.6401	BTC	3629.9293	1.5225201
2017-10-25	5750.7998	BTC	3651.4910	1.5749182
2017-10-26	5904.8301	BTC	3673.6282	1.6073565
2017-10-27	5780.8999	BTC	3694.7503	1.5646253
2017-10-28	5753.0898	BTC	3714.7887	1.5486991
2017-10-29	6153.8501	BTC	3737.6154	1.6464642
2017-10-30	6130.5298	BTC	3762.4076	1.6294167
2017-10-31	6468.3999	BTC	3789.2031	1.7070607
2017-11-01	6767.3101	BTC	3819.6384	1.7717148
2017-11-02	7078.5000	BTC	3852.5950	1.8373330
2017-11-03	7207.7598	BTC	3886.0893	1.8547592
2017-11-04	7379.9502	BTC	3919.8326	1.8827207
2017-11-05	7407.4102	BTC	3954.5406	1.8731405
2017-11-06	7022.7598	BTC	3986.2061	1.7617654
2017-11-07	7144.3799	BTC	4017.7960	1.7781838
2017-11-08	7459.6899	BTC	4051.8716	1.8410479
2017-11-09	7143.5801	BTC	4083.5728	1.7493456
2017-11-10	6618.1401	BTC	4111.2388	1.6097679
2017-11-11	6357.6001	BTC	4138.0165	1.5363883
2017-11-12	5950.0698	BTC	4162.0212	1.4296106
2017-11-13	6559.4902	BTC	4191.1715	1.5650732
2017-11-14	6635.7500	BTC	4220.3379	1.5723267
2017-11-15	7315.5400	BTC	4254.2004	1.7196040
2017-11-16	7871.6899	BTC	4292.2888	1.8339143
2017-11-17	7708.9902	BTC	4329.6327	1.7805183
2017-11-18	7790.1499	BTC	4367.8870	1.7835054
2017-11-19	8036.4902	BTC	4407.3871	1.8234137
2017-11-20	8200.6396	BTC	4447.6484	1.8438147
2017-11-21	8071.2598	BTC	4486.7171	1.7989232
2017-11-22	8253.5498	BTC	4527.0854	1.8231487
2017-11-23	8038.7700	BTC	4565.8726	1.7606207
2017-11-24	8253.6904	BTC	4606.8371	1.7916176
2017-11-25	8790.9199	BTC	4651.2627	1.8900072
2017-11-26	9330.5498	BTC	4699.9206	1.9852569
2017-11-27	9818.3496	BTC	4753.1048	2.0656707
2017-11-28	10058.7998	BTC	4808.2549	2.0919855
2017-11-29	9888.6104	BTC	4861.7533	2.0339597
2017-11-30	10233.5996	BTC	4918.0083	2.0808423
2017-12-01	10975.5996	BTC	4980.4530	2.2037352
2017-12-02	11074.5996	BTC	5045.2797	2.1950418
2017-12-03	11323.2002	BTC	5112.3753	2.2148609
2017-12-04	11657.2002	BTC	5179.7238	2.2505448
2017-12-05	11916.7002	BTC	5248.2796	2.2705917
2017-12-06	14291.5000	BTC	5334.1230	2.6792596
2017-12-07	17899.6992	BTC	5441.8523	3.2892659
2017-12-08	16569.4004	BTC	5541.1497	2.9902459
2017-12-09	15178.2002	BTC	5629.4931	2.6961930
2017-12-10	15455.4004	BTC	5720.3860	2.7018108
2017-12-11	16936.8008	BTC	5821.6856	2.9092607
2017-12-12	17415.4004	BTC	5927.6779	2.9379802
2017-12-13	16408.1992	BTC	6026.8118	2.7225339
2017-12-14	16564.0000	BTC	6126.0419	2.7038666
2017-12-15	17706.9004	BTC	6232.4554	2.8410793
2017-12-16	19497.4004	BTC	6352.2479	3.0693702
2017-12-17	19140.8008	BTC	6469.2738	2.9587248
2017-12-18	19114.1992	BTC	6585.2656	2.9025707
2017-12-19	17776.6992	BTC	6692.8259	2.6560827
2017-12-20	16624.5996	BTC	6792.2111	2.4475976
2017-12-21	15802.9004	BTC	6885.0552	2.2952467
2017-12-22	13831.7998	BTC	6963.1688	1.9864232
2017-12-23	14699.2002	BTC	7044.9281	2.0864940
2017-12-24	13925.7998	BTC	7121.4413	1.9554749
2017-12-25	14026.5996	BTC	7197.4961	1.9488166
2017-12-26	16099.7998	BTC	7288.0665	2.2090632
2017-12-27	15838.5000	BTC	7377.3238	2.1469167
2017-12-28	14606.5000	BTC	7457.5040	1.9586312
2017-12-29	14656.2002	BTC	7536.1153	1.9447951
2017-12-30	12952.2002	BTC	7600.8831	1.7040389
2017-12-31	14156.4004	BTC	7672.9055	1.8449856
2018-01-01	13657.2002	BTC	7739.5631	1.7645957
2018-01-02	14982.0996	BTC	7816.7072	1.9166766
2018-01-03	15201.0000	BTC	7894.0241	1.9256338
2018-01-04	15599.2002	BTC	7974.5064	1.9561336
2018-01-05	17429.5000	BTC	8069.2841	2.1599810
2018-01-06	17527.0000	BTC	8164.5219	2.1467270
2018-01-07	16477.5996	BTC	8253.0215	1.9965536
2018-01-08	15170.0996	BTC	8332.7955	1.8205295
2018-01-09	14595.4004	BTC	8407.7589	1.7359442
2018-01-10	14973.2998	BTC	8485.0573	1.7646669
2018-01-11	13405.7998	BTC	8549.8511	1.5679571
2018-01-12	13980.5996	BTC	8618.4868	1.6221641
2018-01-13	14360.2002	BTC	8689.9711	1.6525026
2018-01-14	13772.0000	BTC	8757.0362	1.5726782
2018-01-15	13819.7998	BTC	8824.4443	1.5660816
2018-01-16	11490.5000	BTC	8873.8121	1.2948775
2018-01-17	11188.5996	BTC	8921.1213	1.2541696
2018-01-18	11474.9004	BTC	8969.4893	1.2793260
2018-01-19	11607.4004	BTC	9017.4563	1.2872145
2018-01-20	12899.2002	BTC	9076.8880	1.4211038
2018-01-21	11600.0996	BTC	9127.0104	1.2709638
2018-01-22	10931.4004	BTC	9174.8325	1.1914550
2018-01-23	10868.4004	BTC	9221.2030	1.1786315
2018-01-24	11359.4004	BTC	9269.5050	1.2254592
2018-01-25	11259.4004	BTC	9317.0730	1.2084697
2018-01-26	11171.4004	BTC	9366.6634	1.1926766
2018-01-27	11440.7002	BTC	9418.1965	1.2147443
2018-01-28	11786.2998	BTC	9472.9348	1.2442078
2018-01-29	11296.4004	BTC	9523.9000	1.1861108
2018-01-30	10106.2998	BTC	9566.5821	1.0564170
2018-01-31	10221.0996	BTC	9611.8571	1.0633845
2018-02-01	9170.5400	BTC	9654.8256	0.9498400
2018-02-02	8830.7500	BTC	9691.9201	0.9111456
2018-02-03	9174.9102	BTC	9731.5621	0.9427993
2018-02-04	8277.0098	BTC	9765.0916	0.8476121
2018-02-05	6955.2700	BTC	9785.7349	0.7107560
2018-02-06	7754.0000	BTC	9813.0851	0.7901694
2018-02-07	7621.2998	BTC	9839.6234	0.7745520
2018-02-08	8265.5898	BTC	9872.7273	0.8372144
2018-02-09	8736.9805	BTC	9909.2007	0.8817039
2018-02-10	8621.9004	BTC	9943.6971	0.8670719
2018-02-11	8129.9702	BTC	9975.4624	0.8149968
2018-02-12	8926.5703	BTC	10011.1802	0.8916601
2018-02-13	8598.3096	BTC	10044.7942	0.8559966
2018-02-14	9494.6299	BTC	10082.6082	0.9416839
2018-02-15	10166.4004	BTC	10125.4059	1.0040487
2018-02-16	10233.9004	BTC	10168.7689	1.0064050
2018-02-17	11112.7002	BTC	10217.1546	1.0876512
2018-02-18	10551.7998	BTC	10261.0693	1.0283334
2018-02-19	11225.2998	BTC	10309.7549	1.0888038
2018-02-20	11403.7002	BTC	10360.3707	1.1007039
2018-02-21	10690.4004	BTC	10406.5210	1.0272790
2018-02-22	10005.0000	BTC	10447.0681	0.9576850
2018-02-23	10301.0996	BTC	10489.4273	0.9820460
2018-02-24	9813.0703	BTC	10527.9000	0.9321014
2018-02-25	9664.7305	BTC	10564.0018	0.9148740
2018-02-26	10366.7002	BTC	10603.9638	0.9776250
2018-02-27	10725.5996	BTC	10646.4182	1.0074374
2018-02-28	10397.9004	BTC	10686.2140	0.9730200
2018-03-01	10951.0000	BTC	10725.5289	1.0210219
2018-03-02	11086.4004	BTC	10764.3803	1.0299153
2018-03-03	11489.7002	BTC	10804.7939	1.0633891
2018-03-04	11512.5996	BTC	10846.4683	1.0614146
2018-03-05	11573.2998	BTC	10888.2377	1.0629176
2018-03-06	10779.9004	BTC	10925.1976	0.9867007
2018-03-07	9965.5703	BTC	10956.4467	0.9095622
2018-03-08	9395.0098	BTC	10982.7788	0.8554310
2018-03-09	9337.5498	BTC	11006.5367	0.8483640
2018-03-10	8866.0000	BTC	11026.7824	0.8040423
2018-03-11	9578.6299	BTC	11052.2839	0.8666652
2018-03-12	9205.1201	BTC	11075.6753	0.8311114
2018-03-13	9194.8496	BTC	11101.8768	0.8282248
2018-03-14	8269.8096	BTC	11119.8697	0.7436966
2018-03-15	8300.8604	BTC	11136.9842	0.7453418
2018-03-16	8338.3496	BTC	11155.2517	0.7474820
2018-03-17	7916.8799	BTC	11170.7074	0.7087179
2018-03-18	8223.6797	BTC	11185.4919	0.7352095
2018-03-19	8630.6504	BTC	11203.3499	0.7703634
2018-03-20	8913.4697	BTC	11220.8147	0.7943692
2018-03-21	8929.2803	BTC	11236.2573	0.7946846
2018-03-22	8728.4697	BTC	11248.0428	0.7759990
2018-03-23	8879.6201	BTC	11259.9847	0.7885997
2018-03-24	8668.1201	BTC	11269.1859	0.7691878
2018-03-25	8495.7803	BTC	11276.9599	0.7533751
2018-03-26	8209.4004	BTC	11285.4359	0.7274332
2018-03-27	7833.0400	BTC	11290.3549	0.6937816
2018-03-28	7954.4800	BTC	11293.8892	0.7043172
2018-03-29	7165.7002	BTC	11294.0472	0.6344670
2018-03-30	6890.5200	BTC	11295.9927	0.6099969
2018-03-31	6973.5298	BTC	11300.3922	0.6171051
2018-04-01	6844.2300	BTC	11306.7791	0.6053209
2018-04-02	7083.7998	BTC	11310.5242	0.6263016
2018-04-03	7456.1099	BTC	11316.3839	0.6588774
2018-04-04	6853.8398	BTC	11313.0860	0.6058329
2018-04-05	6811.4702	BTC	11305.5130	0.6024910
2018-04-06	6636.3198	BTC	11297.8511	0.5873966
2018-04-07	6911.0898	BTC	11291.5721	0.6120574
2018-04-08	7023.5200	BTC	11284.3366	0.6224132
2018-04-09	6770.7300	BTC	11274.1229	0.6005549
2018-04-10	6834.7598	BTC	11265.2908	0.6067096
2018-04-11	6968.3198	BTC	11256.1106	0.6190700
2018-04-12	7889.2500	BTC	11255.0426	0.7009525
2018-04-13	7895.9600	BTC	11252.4874	0.7017080
2018-04-14	7986.2402	BTC	11246.7397	0.7100938
2018-04-15	8329.1104	BTC	11239.5865	0.7410513
2018-04-16	8058.6699	BTC	11227.0174	0.7177926
2018-04-17	7902.0898	BTC	11211.6123	0.7048130
2018-04-18	8163.4199	BTC	11199.2895	0.7289230
2018-04-19	8294.3096	BTC	11185.4374	0.7415275
2018-04-20	8845.8301	BTC	11170.2248	0.7919116
2018-04-21	8895.5801	BTC	11154.6604	0.7974766
2018-04-22	8802.4600	BTC	11136.6551	0.7904043
2018-04-23	8930.8799	BTC	11117.1814	0.8033403
2018-04-24	9697.5000	BTC	11101.3299	0.8735440
2018-04-25	8845.7402	BTC	11062.4317	0.7996199
2018-04-26	9281.5098	BTC	11000.8732	0.8437066
2018-04-27	8987.0498	BTC	10946.7135	0.8209815
2018-04-28	9348.4805	BTC	10905.0727	0.8572598
2018-04-29	9419.0801	BTC	10861.9561	0.8671624
2018-04-30	9240.5498	BTC	10806.9829	0.8550536
2018-05-01	9119.0098	BTC	10747.7229	0.8484597
2018-05-02	9235.9199	BTC	10696.4924	0.8634531
2018-05-03	9743.8604	BTC	10647.7771	0.9151075
2018-05-04	9700.7598	BTC	10590.5904	0.9159791
2018-05-05	9858.1504	BTC	10521.7386	0.9369317
2018-05-06	9654.7998	BTC	10453.9814	0.9235524
2018-05-07	9373.0098	BTC	10384.4015	0.9026047
2018-05-08	9234.8203	BTC	10323.3881	0.8945532
2018-05-09	9325.1797	BTC	10271.2494	0.9078915
2018-05-10	9043.9404	BTC	10222.9711	0.8846685
2018-05-11	8441.4902	BTC	10184.4689	0.8288592
2018-05-12	8504.8896	BTC	10140.2238	0.8387280
2018-05-13	8723.9404	BTC	10103.0677	0.8634942
2018-05-14	8716.7900	BTC	10065.1405	0.8660376
2018-05-15	8510.3799	BTC	10010.9303	0.8501088
2018-05-16	8368.8301	BTC	9957.5755	0.8404486
2018-05-17	8094.3198	BTC	9911.0600	0.8166957
2018-05-18	8250.9697	BTC	9865.3083	0.8363621
2018-05-19	8247.1797	BTC	9831.7010	0.8388355
2018-05-20	8513.2500	BTC	9791.3928	0.8694626
2018-05-21	8418.9902	BTC	9753.9770	0.8631341
2018-05-22	8041.7798	BTC	9704.4033	0.8286733
2018-05-23	7557.8198	BTC	9649.8092	0.7832093
2018-05-24	7587.3398	BTC	9592.5816	0.7909591
2018-05-25	7480.1401	BTC	9521.5147	0.7856040
2018-05-26	7355.8799	BTC	9448.8639	0.7784936
2018-05-27	7368.2202	BTC	9383.7969	0.7852067
2018-05-28	7135.9902	BTC	9326.4104	0.7651379
2018-05-29	7472.5898	BTC	9275.5332	0.8056238
2018-05-30	7406.5200	BTC	9221.4847	0.8031809
2018-05-31	7494.1699	BTC	9179.2588	0.8164243
2018-06-01	7541.4502	BTC	9133.2649	0.8257124
2018-06-02	7643.4502	BTC	9085.2881	0.8412997
2018-06-03	7720.2500	BTC	9042.0613	0.8538153
2018-06-04	7514.4702	BTC	8997.0232	0.8352174
2018-06-05	7633.7598	BTC	8969.4751	0.8510821
2018-06-06	7653.9800	BTC	8944.2278	0.8557452
2018-06-07	7678.2402	BTC	8917.1088	0.8610684
2018-06-08	7624.9199	BTC	8888.6625	0.8578253
2018-06-09	7531.9800	BTC	8850.3252	0.8510399
2018-06-10	6786.0200	BTC	8815.9390	0.7697444
2018-06-11	6906.9199	BTC	8787.1927	0.7860212
2018-06-12	6582.3599	BTC	8756.5781	0.7517046
2018-06-13	6349.8999	BTC	8720.7959	0.7281331
2018-06-14	6675.3501	BTC	8688.0527	0.7683367
2018-06-15	6456.5801	BTC	8654.3754	0.7460481
2018-06-16	6550.1602	BTC	8619.4430	0.7599285
2018-06-17	6499.2700	BTC	8581.6785	0.7573425
2018-06-18	6734.8198	BTC	8549.0958	0.7877815
2018-06-19	6769.9399	BTC	8525.2646	0.7941032
2018-06-20	6776.5498	BTC	8500.6607	0.7971792
2018-06-21	6729.7402	BTC	8483.2264	0.7932996
2018-06-22	6083.6899	BTC	8463.6046	0.7188060
2018-06-23	6162.4800	BTC	8442.0872	0.7299711
2018-06-24	6173.2300	BTC	8427.0602	0.7325485
2018-06-25	6249.1802	BTC	8422.0167	0.7420052
2018-06-26	6093.6699	BTC	8410.1572	0.7245608
2018-06-27	6157.1299	BTC	8399.6989	0.7330179
2018-06-28	5903.4399	BTC	8382.8264	0.7042303
2018-06-29	6218.2998	BTC	8364.8358	0.7433858
2018-06-30	6404.0000	BTC	8348.9936	0.7670386
2018-07-01	6385.8198	BTC	8336.5354	0.7660040
2018-07-02	6614.1802	BTC	8320.0184	0.7949718
2018-07-03	6529.5898	BTC	8305.2418	0.7862011
2018-07-04	6597.5498	BTC	8284.5484	0.7963681
2018-07-05	6639.1401	BTC	8259.3536	0.8038329
2018-07-06	6673.5000	BTC	8233.9222	0.8104886
2018-07-07	6856.9302	BTC	8203.5239	0.8358518
2018-07-08	6773.8799	BTC	8176.5387	0.8284532
2018-07-09	6741.7500	BTC	8144.5134	0.8277658
2018-07-10	6329.9502	BTC	8108.2723	0.7806781
2018-07-11	6394.7100	BTC	8077.5888	0.7916607
2018-07-12	6228.8101	BTC	8050.6160	0.7737060
2018-07-13	6238.0498	BTC	8021.5942	0.7776571
2018-07-14	6276.1201	BTC	7996.3303	0.7848750
2018-07-15	6359.6401	BTC	7972.7225	0.7976748
2018-07-16	6741.7500	BTC	7946.8300	0.8483571
2018-07-17	7321.0400	BTC	7922.5117	0.9240807
2018-07-18	7370.7798	BTC	7900.8894	0.9329051
2018-07-19	7466.8599	BTC	7876.0027	0.9480520
2018-07-20	7354.1299	BTC	7849.3436	0.9369102
2018-07-21	7419.2900	BTC	7820.2693	0.9487256
2018-07-22	7418.4902	BTC	7791.0256	0.9521840
2018-07-23	7711.1099	BTC	7763.4386	0.9932596
2018-07-24	8424.2695	BTC	7746.6126	1.0874778
2018-07-25	8181.3901	BTC	7733.8685	1.0578652
2018-07-26	7951.5801	BTC	7723.5583	1.0295229
2018-07-27	8165.0098	BTC	7715.1830	1.0583041
2018-07-28	8192.1504	BTC	7710.3698	1.0624848
2018-07-29	8218.4600	BTC	7700.6543	1.0672418
2018-07-30	8180.4800	BTC	7693.3354	1.0633203
2018-07-31	7780.4400	BTC	7683.2325	1.0126519
2018-08-01	7624.9100	BTC	7678.6261	0.9930045
2018-08-02	7567.1500	BTC	7673.3853	0.9861554
2018-08-03	7434.3900	BTC	7666.9284	0.9696699
2018-08-04	7032.8500	BTC	7660.6139	0.9180531
2018-08-05	7068.4800	BTC	7652.3625	0.9236991
2018-08-06	6951.8000	BTC	7640.3707	0.9098773
2018-08-07	6753.1200	BTC	7624.9396	0.8856621
2018-08-08	6305.8000	BTC	7606.2005	0.8290342
2018-08-09	6568.2300	BTC	7590.7702	0.8652916
2018-08-10	6184.7100	BTC	7571.5209	0.8168385
2018-08-11	6295.7300	BTC	7554.5752	0.8333665
2018-08-12	6322.6900	BTC	7539.0531	0.8386584
2018-08-13	6297.5700	BTC	7525.3972	0.8368422
2018-08-14	6199.7100	BTC	7513.7306	0.8251174
2018-08-15	6308.5200	BTC	7501.9737	0.8409147
2018-08-16	6334.7300	BTC	7496.0382	0.8450771
2018-08-17	6580.6300	BTC	7493.8247	0.8781404
2018-08-18	6423.7600	BTC	7489.8978	0.8576566
2018-08-19	6506.0700	BTC	7487.4823	0.8689263
2018-08-20	6308.5300	BTC	7481.9447	0.8431672
2018-08-21	6488.7600	BTC	7475.0351	0.8680575
2018-08-22	6376.7100	BTC	7471.6270	0.8534567
2018-08-23	6534.8800	BTC	7469.6513	0.8748574
2018-08-24	6719.9600	BTC	7470.2488	0.8995631
2018-08-25	6763.1900	BTC	7469.1923	0.9054781
2018-08-26	6707.2600	BTC	7466.9333	0.8982617
2018-08-27	6884.6400	BTC	7467.7470	0.9219166
2018-08-28	7096.2800	BTC	7469.6150	0.9500195
2018-08-29	7047.1600	BTC	7470.1781	0.9433724
2018-08-30	6978.2300	BTC	7463.6709	0.9349595
2018-08-31	7037.5800	BTC	7457.5396	0.9436866
2018-09-01	7193.2500	BTC	7451.8754	0.9652939
2018-09-02	7272.7200	BTC	7444.3297	0.9769476
2018-09-03	7260.0600	BTC	7438.6253	0.9759948
2018-09-04	7361.6600	BTC	7434.7651	0.9901671
2018-09-05	6792.8300	BTC	7424.9752	0.9148623
2018-09-06	6529.1700	BTC	7412.3671	0.8808482
2018-09-07	6467.0700	BTC	7395.3759	0.8744748
2018-09-08	6225.9800	BTC	7376.3074	0.8440511
2018-09-09	6300.8600	BTC	7358.4388	0.8562767
2018-09-10	6329.7000	BTC	7339.8589	0.8623735
2018-09-11	6321.2000	BTC	7315.7425	0.8640545
2018-09-12	6351.8000	BTC	7297.9286	0.8703566
2018-09-13	6517.3100	BTC	7278.1844	0.8954582
2018-09-14	6512.7100	BTC	7260.5105	0.8970044
2018-09-15	6543.2000	BTC	7240.4728	0.9036979
2018-09-16	6517.1800	BTC	7219.7449	0.9026884
2018-09-17	6281.2000	BTC	7198.6067	0.8725577
2018-09-18	6371.3000	BTC	7178.9802	0.8874937
2018-09-19	6398.5400	BTC	7158.7132	0.8938115
2018-09-20	6519.6700	BTC	7135.6833	0.9136714
2018-09-21	6734.9500	BTC	7114.4989	0.9466513
2018-09-22	6721.9800	BTC	7092.0977	0.9478127
2018-09-23	6710.6300	BTC	7071.0679	0.9490264
2018-09-24	6595.4100	BTC	7051.2279	0.9353562
2018-09-25	6446.4700	BTC	7031.3111	0.9168233
2018-09-26	6495.0000	BTC	7011.0956	0.9263887
2018-09-27	6676.7500	BTC	6994.1871	0.9546142
2018-09-28	6644.1300	BTC	6981.3488	0.9516972
2018-09-29	6601.9600	BTC	6967.7564	0.9475015
2018-09-30	6625.5600	BTC	6952.7680	0.9529385
2018-10-01	6589.6200	BTC	6937.5739	0.9498450
2018-10-02	6556.1000	BTC	6923.6148	0.9469187
2018-10-03	6502.5900	BTC	6910.2845	0.9410018
2018-10-04	6576.6900	BTC	6899.4443	0.9532202
2018-10-05	6622.4800	BTC	6887.8122	0.9614780
2018-10-06	6588.3100	BTC	6875.9631	0.9581654
2018-10-07	6602.9500	BTC	6862.3181	0.9622040
2018-10-08	6652.2300	BTC	6849.6984	0.9711712
2018-10-09	6642.6400	BTC	6839.7046	0.9711881
2018-10-10	6585.5300	BTC	6832.7596	0.9638170
2018-10-11	6256.2400	BTC	6823.2518	0.9169001
2018-10-12	6274.5800	BTC	6814.6406	0.9207499
2018-10-13	6285.9900	BTC	6806.9986	0.9234599
2018-10-14	6290.9300	BTC	6799.3036	0.9252315
2018-10-15	6596.5400	BTC	6795.4504	0.9707289
2018-10-16	6596.1100	BTC	6789.1899	0.9715607
2018-10-17	6544.4300	BTC	6783.0321	0.9648237
2018-10-18	6476.7100	BTC	6775.7645	0.9558641
2018-10-19	6465.4100	BTC	6768.0785	0.9552800
2018-10-20	6489.1900	BTC	6759.8338	0.9599630
2018-10-21	6482.3500	BTC	6750.9916	0.9602071
2018-10-22	6487.1600	BTC	6743.6537	0.9619652
2018-10-23	6475.7400	BTC	6735.3821	0.9614510
2018-10-24	6495.8400	BTC	6727.1097	0.9656212
2018-10-25	6476.2900	BTC	6718.5244	0.9639453
2018-10-26	6474.7500	BTC	6710.3089	0.9648960
2018-10-27	6480.3800	BTC	6702.7974	0.9668172
2018-10-28	6486.3900	BTC	6700.6572	0.9680230
2018-10-29	6332.6300	BTC	6696.5551	0.9456549
2018-10-30	6334.2700	BTC	6694.7831	0.9461501
2018-10-31	6317.6100	BTC	6694.5524	0.9436942
2018-11-01	6377.7800	BTC	6692.4269	0.9529846
2018-11-02	6388.4400	BTC	6691.9402	0.9546469
2018-11-03	6361.2600	BTC	6690.5909	0.9507770
2018-11-04	6376.1300	BTC	6689.7114	0.9531248
2018-11-05	6419.6600	BTC	6687.4602	0.9599549
2018-11-06	6461.0100	BTC	6685.2536	0.9664570
2018-11-07	6530.1400	BTC	6683.4935	0.9770549
2018-11-08	6453.7200	BTC	6681.5219	0.9659057
2018-11-09	6385.6200	BTC	6683.6786	0.9554050
2018-11-10	6409.2200	BTC	6685.4410	0.9586832
2018-11-11	6411.2700	BTC	6687.1413	0.9587460
2018-11-12	6371.2700	BTC	6688.0134	0.9526401
2018-11-13	6359.4900	BTC	6689.9121	0.9506089
2018-11-14	5738.3500	BTC	6686.9208	0.8581454
2018-11-15	5648.0300	BTC	6685.0964	0.8448689
2018-11-16	5575.5500	BTC	6680.5054	0.8346000
2018-11-17	5554.3300	BTC	6674.4363	0.8321796
2018-11-18	5623.5400	BTC	6668.9914	0.8432370
2018-11-19	4871.4900	BTC	6656.5436	0.7318348
2018-11-20	4451.8700	BTC	6641.7028	0.6702905
2018-11-21	4602.1700	BTC	6627.4501	0.6944104
2018-11-22	4365.9400	BTC	6611.2129	0.6603841
2018-11-23	4347.1100	BTC	6594.5959	0.6591928
2018-11-24	3880.7600	BTC	6573.3375	0.5903789
2018-11-25	4009.9700	BTC	6553.5953	0.6118733
2018-11-26	3779.1300	BTC	6532.4337	0.5785179
2018-11-27	3820.7200	BTC	6514.5106	0.5864938
2018-11-28	4257.4200	BTC	6499.2443	0.6550639
2018-11-29	4278.8465	BTC	6485.3160	0.6597746
2018-11-30	4017.2685	BTC	6469.4532	0.6209595
2018-12-01	4214.6719	BTC	6454.7286	0.6529588
2018-12-02	4139.8781	BTC	6438.8732	0.6429507
2018-12-03	3894.1309	BTC	6418.5330	0.6067011
2018-12-04	3956.8939	BTC	6394.5034	0.6187961
2018-12-05	3753.9948	BTC	6368.6692	0.5894473
2018-12-06	3521.1017	BTC	6340.4853	0.5553363
2018-12-07	3419.9372	BTC	6312.3839	0.5417822
2018-12-08	3476.1147	BTC	6284.2183	0.5531499
2018-12-09	3614.2343	BTC	6257.0451	0.5776264
2018-12-10	3502.6560	BTC	6226.9847	0.5624963
2018-12-11	3424.5881	BTC	6191.2727	0.5531315
2018-12-12	3486.9501	BTC	6157.7410	0.5662710
2018-12-13	3313.6773	BTC	6124.6131	0.5410427
2018-12-14	3242.4848	BTC	6089.4522	0.5324756
2018-12-15	3236.7616	BTC	6054.0566	0.5346434
2018-12-16	3252.8390	BTC	6018.5879	0.5404655
2018-12-17	3545.8648	BTC	5985.4835	0.5924108
2018-12-18	3696.0591	BTC	5956.3093	0.6205284
2018-12-19	3745.9508	BTC	5928.6025	0.6318438
2018-12-20	4134.4412	BTC	5904.0831	0.7002681
2018-12-21	3896.5437	BTC	5878.8128	0.6628113
2018-12-22	4014.1825	BTC	5857.2509	0.6853356
2018-12-23	3998.9803	BTC	5835.3259	0.6853054
2018-12-24	4078.5992	BTC	5814.8030	0.7014166
2018-12-25	3815.4906	BTC	5793.8199	0.6585449
2018-12-26	3857.2975	BTC	5776.3306	0.6677764
2018-12-27	3654.8335	BTC	5755.5207	0.6350135
2018-12-28	3923.9186	BTC	5739.3722	0.6836843
2018-12-29	3820.4087	BTC	5721.6913	0.6677062
2018-12-30	3865.9526	BTC	5704.1432	0.6777447
2018-12-31	3742.7003	BTC	5685.8941	0.6582431
2019-01-01	3843.5200	BTC	5669.0642	0.6779814
2019-01-02	3943.4093	BTC	5652.1705	0.6976805
2019-01-03	3836.7413	BTC	5634.3277	0.6809581
2019-01-04	3857.7176	BTC	5614.8784	0.6870527
2019-01-05	3845.1945	BTC	5596.4600	0.6870762
2019-01-06	4076.6327	BTC	5579.1069	0.7306963
2019-01-07	4025.2483	BTC	5562.7978	0.7236014
2019-01-08	4030.8480	BTC	5545.2412	0.7269022
2019-01-09	4035.2964	BTC	5528.5169	0.7299058
2019-01-10	3678.9247	BTC	5508.1172	0.6679097
2019-01-11	3687.3655	BTC	5486.4558	0.6720852
2019-01-12	3661.3010	BTC	5464.2994	0.6700403
2019-01-13	3552.9531	BTC	5441.7687	0.6529041
2019-01-14	3706.0522	BTC	5419.0645	0.6838915
2019-01-15	3630.6752	BTC	5394.3102	0.6730564
2019-01-16	3655.0069	BTC	5370.0805	0.6806242
2019-01-17	3678.5640	BTC	5346.5115	0.6880307
2019-01-18	3657.8394	BTC	5322.3704	0.6872576
2019-01-19	3728.5684	BTC	5297.6227	0.7038192
2019-01-20	3601.0136	BTC	5271.3962	0.6831233
2019-01-21	3576.0324	BTC	5245.0818	0.6817877
2019-01-22	3604.5771	BTC	5218.2455	0.6907642
2019-01-23	3585.1231	BTC	5195.3333	0.6900660
2019-01-24	3600.8655	BTC	5174.4168	0.6958978
2019-01-25	3599.7659	BTC	5153.9361	0.6984499
2019-01-26	3602.4604	BTC	5135.1966	0.7015234
2019-01-27	3583.9658	BTC	5115.7902	0.7005693
2019-01-28	3470.4505	BTC	5095.3670	0.6810992
2019-01-29	3448.1170	BTC	5074.8450	0.6794527
2019-01-30	3486.1818	BTC	5054.3763	0.6897353
2019-01-31	3457.7927	BTC	5032.5226	0.6870894
2019-02-01	3487.9454	BTC	5010.9172	0.6960693
2019-02-02	3521.0608	BTC	4989.3305	0.7057181
2019-02-03	3464.0133	BTC	4967.5221	0.6973322
2019-02-04	3459.1541	BTC	4947.3646	0.6991913
2019-02-05	3466.3574	BTC	4926.6151	0.7035982
2019-02-06	3413.7677	BTC	4905.2953	0.6959352
2019-02-07	3399.4716	BTC	4883.0081	0.6961839
2019-02-08	3666.7804	BTC	4861.0926	0.7543120
2019-02-09	3671.2037	BTC	4839.3014	0.7586227
2019-02-10	3690.1882	BTC	4817.7268	0.7659605
2019-02-11	3648.4306	BTC	4796.6769	0.7606163
2019-02-12	3653.5286	BTC	4776.7274	0.7648602
2019-02-13	3632.0706	BTC	4756.2779	0.7636372
2019-02-14	3616.8810	BTC	4734.4216	0.7639541
2019-02-15	3620.8108	BTC	4712.8265	0.7682886
2019-02-16	3629.7875	BTC	4691.5967	0.7736785
2019-02-17	3673.8363	BTC	4670.5130	0.7866023
2019-02-18	3915.7145	BTC	4651.4136	0.8418332
2019-02-19	3947.0944	BTC	4632.7779	0.8519930
2019-02-20	3999.8205	BTC	4614.9010	0.8667186
2019-02-21	3954.1182	BTC	4596.1683	0.8603075
2019-02-22	4005.5266	BTC	4577.4758	0.8750514
2019-02-23	4142.5269	BTC	4560.0059	0.9084477
2019-02-24	3810.4274	BTC	4540.0593	0.8392902
2019-02-25	3882.6963	BTC	4520.2769	0.8589510
2019-02-26	3854.3579	BTC	4500.3606	0.8564553
2019-02-27	3851.0475	BTC	4480.8286	0.8594499
2019-02-28	3854.7853	BTC	4463.6754	0.8635900
2019-03-01	3859.5838	BTC	4446.4254	0.8680195
2019-03-02	3864.4151	BTC	4429.1284	0.8725001
2019-03-03	3847.1757	BTC	4411.6730	0.8720446
2019-03-04	3761.5570	BTC	4391.4232	0.8565690
2019-03-05	3896.3750	BTC	4372.1393	0.8911827
2019-03-06	3903.9426	BTC	4353.2787	0.8967821
2019-03-07	3911.4843	BTC	4334.9557	0.9023124
2019-03-08	3901.1316	BTC	4316.6394	0.9037428
2019-03-09	3963.3137	BTC	4298.5974	0.9220016
2019-03-10	3951.5998	BTC	4280.5206	0.9231587
2019-03-11	3905.2273	BTC	4262.0783	0.9162730
2019-03-12	3909.1562	BTC	4243.7455	0.9211571
2019-03-13	3906.7172	BTC	4225.2518	0.9246117
2019-03-14	3924.3691	BTC	4207.0238	0.9328136
2019-03-15	3960.9112	BTC	4189.0678	0.9455352
2019-03-16	4048.7259	BTC	4171.6988	0.9705221
2019-03-17	4025.2290	BTC	4154.1191	0.9689729
2019-03-18	4032.5074	BTC	4137.6897	0.9745795
2019-03-19	4071.1902	BTC	4121.5248	0.9877874
2019-03-20	4087.4763	BTC	4105.5953	0.9955868
2019-03-21	4029.3269	BTC	4088.8206	0.9854497
2019-03-22	4023.9682	BTC	4071.9315	0.9882210
2019-03-23	4035.8264	BTC	4055.3213	0.9951928
2019-03-24	4022.1683	BTC	4038.5073	0.9959542
2019-03-25	3963.0707	BTC	4020.9602	0.9856031
2019-03-26	3985.0808	BTC	4003.2750	0.9954552
2019-03-27	4087.0662	BTC	3985.8245	1.0254005
2019-03-28	4069.1071	BTC	3968.7915	1.0252761
2019-03-29	4098.3745	BTC	3952.4541	1.0369190
2019-03-30	4106.6601	BTC	3936.0072	1.0433569
2019-03-31	4105.4043	BTC	3919.5367	1.0474208
2019-04-01	4158.1831	BTC	3903.7290	1.0651823
2019-04-02	4879.8778	BTC	3893.1603	1.2534490
2019-04-03	4973.0218	BTC	3887.6937	1.2791702
2019-04-04	4922.7988	BTC	3882.5135	1.2679412
2019-04-05	5036.6811	BTC	3878.6644	1.2985607
2019-04-06	5059.8172	BTC	3875.1322	1.3057147
2019-04-07	5198.8970	BTC	3872.0990	1.3426560
2019-04-08	5289.7710	BTC	3875.0867	1.3650717
2019-04-09	5204.9584	BTC	3880.4659	1.3413230
2019-04-10	5324.5519	BTC	3885.6258	1.3703203
2019-04-11	5064.4877	BTC	3890.6154	1.3017189
2019-04-12	5089.5389	BTC	3895.9185	1.3063772
2019-04-13	5096.5866	BTC	3904.6030	1.3052765
2019-04-14	5167.7224	BTC	3912.8726	1.3206978
2019-04-15	5067.1085	BTC	3922.0725	1.2919467
2019-04-16	5235.5594	BTC	3932.1785	1.3314654
2019-04-17	5251.9382	BTC	3939.2822	1.3332221
2019-04-18	5298.3857	BTC	3946.5646	1.3425311
2019-04-19	5303.8126	BTC	3955.7542	1.3407842
2019-04-20	5337.8861	BTC	3963.7771	1.3466666
2019-04-21	5314.5315	BTC	3972.1675	1.3379424
2019-04-22	5399.3654	BTC	3982.9192	1.3556302
2019-04-23	5572.3621	BTC	3994.4583	1.3950232
2019-04-24	5464.8666	BTC	4006.6788	1.3639393
2019-04-25	5210.5156	BTC	4018.7460	1.2965526
2019-04-26	5279.3482	BTC	4032.0275	1.3093532
2019-04-27	5268.2911	BTC	4044.8288	1.3024757
2019-04-28	5285.1390	BTC	4056.7638	1.3027968
2019-04-29	5247.3525	BTC	4069.2259	1.2895211
2019-04-30	5350.7267	BTC	4082.9841	1.3104941
2019-05-01	5402.6971	BTC	4096.6680	1.3188028
2019-05-02	5505.2837	BTC	4112.3223	1.3387286
2019-05-03	5768.2894	BTC	4130.3638	1.3965572
2019-05-04	5831.1675	BTC	4148.8952	1.4054747
2019-05-05	5795.7084	BTC	4167.0586	1.3908392
2019-05-06	5746.8070	BTC	4182.7796	1.3739206
2019-05-07	5829.5015	BTC	4198.0185	1.3886317
2019-05-08	5982.4573	BTC	4213.9935	1.4196646
2019-05-09	6174.5287	BTC	4228.5656	1.4601946
2019-05-10	6378.8490	BTC	4246.2963	1.5022147
2019-05-11	7204.7717	BTC	4269.0863	1.6876613
2019-05-12	6972.3715	BTC	4290.3248	1.6251384
2019-05-13	7814.9151	BTC	4317.0127	1.8102599
2019-05-14	7994.4162	BTC	4346.8622	1.8391234
2019-05-15	8205.1675	BTC	4377.9184	1.8742166
2019-05-16	7884.9093	BTC	4408.1332	1.7887185
2019-05-17	7343.8957	BTC	4432.5616	1.6568062
2019-05-18	7271.2079	BTC	4457.2102	1.6313361
2019-05-19	8197.6897	BTC	4488.1512	1.8265182
2019-05-20	7978.3091	BTC	4518.4055	1.7657355
2019-05-21	7963.3278	BTC	4547.8327	1.7510160
2019-05-22	7680.0665	BTC	4574.5231	1.6788781
2019-05-23	7881.8467	BTC	4603.4168	1.7121732
2019-05-24	7987.3716	BTC	4632.9143	1.7240491
2019-05-25	8052.5439	BTC	4662.9668	1.7269143
2019-05-26	8673.2160	BTC	4695.7995	1.8470158
2019-05-27	8805.7784	BTC	4729.9462	1.8617079
2019-05-28	8719.9617	BTC	4763.4398	1.8306018
2019-05-29	8659.4878	BTC	4796.4698	1.8053877
2019-05-30	8319.4722	BTC	4829.6165	1.7225948
2019-05-31	8574.5016	BTC	4864.5247	1.7626597
2019-06-01	8564.0165	BTC	4899.5441	1.7479211
2019-06-02	8742.9581	BTC	4936.6155	1.7710429
2019-06-03	8208.9948	BTC	4968.7794	1.6521150
2019-06-04	7707.7708	BTC	4997.9015	1.5422014
2019-06-05	7824.2315	BTC	5027.6817	1.5562305
2019-06-06	7822.0234	BTC	5057.2778	1.5466865
2019-06-07	8043.9514	BTC	5088.6072	1.5807766
2019-06-08	7954.1277	BTC	5118.7898	1.5539079
2019-06-09	7688.0771	BTC	5147.9831	1.4934154
2019-06-10	8000.3298	BTC	5179.5852	1.5445889
2019-06-11	7927.7144	BTC	5210.4647	1.5214985
2019-06-12	8145.8575	BTC	5243.0414	1.5536512
2019-06-13	8230.9238	BTC	5276.1133	1.5600355
2019-06-14	8693.8328	BTC	5312.4995	1.6364863
2019-06-15	8838.3752	BTC	5349.8988	1.6520640
2019-06-16	8994.4880	BTC	5388.5454	1.6691866
2019-06-17	9320.3522	BTC	5430.3304	1.7163508
2019-06-18	9081.7629	BTC	5470.5708	1.6601125
2019-06-19	9273.5218	BTC	5511.9089	1.6824519
2019-06-20	9527.1604	BTC	5555.2615	1.7149796
2019-06-21	10144.5567	BTC	5602.8088	1.8106198
2019-06-22	10701.6910	BTC	5654.0990	1.8927315
2019-06-23	10855.3710	BTC	5706.8944	1.9021503
2019-06-24	11011.1024	BTC	5760.8369	1.9113720
2019-06-25	11790.9165	BTC	5820.2980	2.0258269
2019-06-26	13016.2317	BTC	5888.8870	2.2103042
2019-06-27	11182.8063	BTC	5944.4823	1.8812078
2019-06-28	12407.3320	BTC	6006.9148	2.0655082
2019-06-29	11959.3710	BTC	6066.1160	1.9715038
2019-06-30	10817.1556	BTC	6117.0229	1.7683693
2019-07-01	10583.1345	BTC	6166.5565	1.7162146
2019-07-02	10801.6779	BTC	6217.6147	1.7372704
2019-07-03	11961.2693	BTC	6277.1090	1.9055379
2019-07-04	11215.4375	BTC	6331.3844	1.7714037
2019-07-05	10978.4600	BTC	6383.9390	1.7197000
2019-07-06	11208.5508	BTC	6438.0731	1.7409791
2019-07-07	11450.8468	BTC	6493.6231	1.7633987
2019-07-08	12285.9582	BTC	6553.4106	1.8747426
2019-07-09	12573.8129	BTC	6615.0300	1.9007945
2019-07-10	12156.5126	BTC	6673.2921	1.8216665
2019-07-11	11358.6618	BTC	6726.1817	1.6887236
2019-07-12	11815.9867	BTC	6781.9707	1.7422645
2019-07-13	11392.3793	BTC	6833.7554	1.6670745
2019-07-14	10256.0583	BTC	6879.7956	1.4907504
2019-07-15	10895.0894	BTC	6929.8841	1.5721893
2019-07-16	9477.6420	BTC	6970.0504	1.3597666
2019-07-17	9693.8027	BTC	7011.7844	1.3825015
2019-07-18	10666.4828	BTC	7060.4394	1.5107392
2019-07-19	10530.7326	BTC	7108.0904	1.4815136
2019-07-20	10767.1395	BTC	7157.3956	1.5043376
2019-07-21	10599.1054	BTC	7205.6237	1.4709491
2019-07-22	10343.1062	BTC	7252.6347	1.4261171
2019-07-23	9900.7680	BTC	7295.5233	1.3571018
2019-07-24	9811.9262	BTC	7337.7231	1.3371895
2019-07-25	9911.8423	BTC	7380.5828	1.3429620
2019-07-26	9870.3035	BTC	7423.2198	1.3296526
2019-07-27	9477.6777	BTC	7462.6081	1.2700222
2019-07-28	9552.8604	BTC	7502.6171	1.2732704
2019-07-29	9519.1459	BTC	7542.7165	1.2620315
2019-07-30	9607.4237	BTC	7583.4184	1.2668988
2019-07-31	10085.6277	BTC	7627.5535	1.3222625
2019-08-01	10399.6694	BTC	7673.8056	1.3552167
2019-08-02	10518.1747	BTC	7720.6432	1.3623443
2019-08-03	10821.7265	BTC	7769.0218	1.3929330
2019-08-04	10970.1842	BTC	7818.6286	1.4030829
2019-08-05	11805.6537	BTC	7874.1511	1.4992922
2019-08-06	11478.1693	BTC	7927.0581	1.4479734
2019-08-07	11941.9683	BTC	7983.1616	1.4958946
2019-08-08	11966.4074	BTC	8039.8551	1.4883860
2019-08-09	11862.9368	BTC	8095.8477	1.4653113
2019-08-10	11354.0242	BTC	8148.1205	1.3934531
2019-08-11	11523.5794	BTC	8201.7020	1.4050229
2019-08-12	11382.6160	BTC	8254.6988	1.3789257
2019-08-13	10895.8304	BTC	8304.0613	1.3121086
2019-08-14	10051.7039	BTC	8346.6658	1.2042777
2019-08-15	10311.5454	BTC	8391.2547	1.2288443
2019-08-16	10374.3393	BTC	8436.0830	1.2297579
2019-08-17	10231.7438	BTC	8479.8336	1.2065972
2019-08-18	10345.8104	BTC	8524.4079	1.2136691
2019-08-19	10916.0539	BTC	8572.6784	1.2733539
2019-08-20	10763.2326	BTC	8614.7024	1.2494027
2019-08-21	10138.0494	BTC	8651.5955	1.1718127
2019-08-22	10131.0561	BTC	8688.7973	1.1659906
2019-08-23	10407.9653	BTC	8727.1636	1.1925943
2019-08-24	10159.9605	BTC	8763.5932	1.1593373
2019-08-25	10138.5177	BTC	8798.8762	1.1522514
2019-08-26	10370.8202	BTC	8835.1694	1.1738111
2019-08-27	10185.4999	BTC	8870.7447	1.1482125
2019-08-28	9754.4233	BTC	8902.3867	1.0957088
2019-08-29	9510.2005	BTC	8934.1417	1.0644784
2019-08-30	9598.1736	BTC	8966.3463	1.0704665
2019-08-31	9630.6638	BTC	8998.7325	1.0702245
2019-09-01	9757.9703	BTC	9031.5200	1.0804350
2019-09-02	10346.7608	BTC	9069.2318	1.1408641
2019-09-03	10623.5401	BTC	9107.7174	1.1664328
2019-09-04	10594.4934	BTC	9145.8785	1.1583899
2019-09-05	10575.5333	BTC	9183.5724	1.1515707
2019-09-06	10353.3026	BTC	9219.6402	1.1229617
2019-09-07	10517.2548	BTC	9256.6357	1.1361854
2019-09-08	10441.2760	BTC	9293.2553	1.1235327
2019-09-09	10334.9742	BTC	9328.5097	1.1078912
2019-09-10	10115.9758	BTC	9360.9640	1.0806553
2019-09-11	10178.3719	BTC	9394.6319	1.0834242
2019-09-12	10410.1268	BTC	9431.7720	1.1037297
2019-09-13	10360.5473	BTC	9468.0663	1.0942622
2019-09-14	10358.0492	BTC	9504.4217	1.0898137
2019-09-15	10347.7129	BTC	9540.5830	1.0845996
2019-09-16	10276.7936	BTC	9576.5075	1.0731254
2019-09-17	10241.2722	BTC	9611.4400	1.0655294
2019-09-18	10198.2484	BTC	9645.6939	1.0572851
2019-09-19	10266.4150	BTC	9679.7020	1.0606127
2019-09-20	10181.6413	BTC	9711.2260	1.0484404
2019-09-21	10019.7169	BTC	9741.1442	1.0285975
2019-09-22	10070.3921	BTC	9771.6776	1.0305694
2019-09-23	9729.3238	BTC	9800.1242	0.9927756
2019-09-24	8620.5664	BTC	9820.0604	0.8778527
2019-09-25	8486.9930	BTC	9837.9499	0.8626790
2019-09-26	8118.9676	BTC	9851.8387	0.8241068
2019-09-27	8251.8456	BTC	9865.2173	0.8364586
2019-09-28	8245.9152	BTC	9872.6540	0.8352278
2019-09-29	8104.1857	BTC	9880.7384	0.8202004
2019-09-30	8293.8677	BTC	9884.1595	0.8391070
2019-10-01	8343.2767	BTC	9886.6514	0.8438931
2019-10-02	8393.0416	BTC	9887.9933	0.8488114
2019-10-03	8259.9920	BTC	9890.6725	0.8351295
2019-10-04	8205.9392	BTC	9896.8299	0.8291483
2019-10-05	8151.5005	BTC	9903.1177	0.8231247
2019-10-06	7988.1560	BTC	9901.6211	0.8067523
2019-10-07	8245.6229	BTC	9903.5305	0.8325943
2019-10-08	8228.7832	BTC	9905.4266	0.8307349
2019-10-09	8595.7398	BTC	9911.9671	0.8672083
2019-10-10	8586.4734	BTC	9917.0001	0.8658338
2019-10-11	8321.7567	BTC	9919.3886	0.8389385
2019-10-12	8336.5553	BTC	9921.4173	0.8402585
2019-10-13	8321.0057	BTC	9918.9015	0.8389040
2019-10-14	8374.6864	BTC	9915.8222	0.8445781
2019-10-15	8205.3693	BTC	9912.1466	0.8278095
2019-10-16	8047.5269	BTC	9907.7754	0.8122436
2019-10-17	8103.9114	BTC	9906.2357	0.8180616
2019-10-18	7973.2074	BTC	9901.9408	0.8052166
2019-10-19	7988.5604	BTC	9897.8304	0.8071022
2019-10-20	8222.0783	BTC	9894.1098	0.8310074
2019-10-21	8243.7211	BTC	9894.3578	0.8331739
2019-10-22	8078.2033	BTC	9897.0038	0.8162272
2019-10-23	7514.6720	BTC	9894.7926	0.7594573
2019-10-24	7493.4887	BTC	9892.4460	0.7574960
2019-10-25	8660.7006	BTC	9896.8513	0.8750966
2019-10-26	9244.9722	BTC	9906.0716	0.9332632
2019-10-27	9551.7150	BTC	9919.3833	0.9629344
2019-10-28	9256.1484	BTC	9928.3535	0.9322944
2019-10-29	9427.6876	BTC	9939.0676	0.9485485
2019-10-30	9205.7266	BTC	9946.6380	0.9255114
2019-10-31	9199.5848	BTC	9953.5571	0.9242510
2019-11-01	9261.1044	BTC	9957.6090	0.9300530
2019-11-02	9324.7178	BTC	9961.0829	0.9361149
2019-11-03	9235.3549	BTC	9962.8033	0.9269836
2019-11-04	9412.6119	BTC	9963.4623	0.9447129
2019-11-05	9342.5272	BTC	9965.3249	0.9375035
2019-11-06	9360.8799	BTC	9965.9489	0.9392864
2019-11-07	9267.5611	BTC	9964.0947	0.9300957
2019-11-08	8804.8807	BTC	9954.5255	0.8845103
2019-11-09	8813.5825	BTC	9941.0391	0.8865856
2019-11-10	9055.5261	BTC	9928.1830	0.9121031
2019-11-11	8757.7885	BTC	9912.0879	0.8835463
2019-11-12	8815.6625	BTC	9890.8361	0.8912960
2019-11-13	8808.2626	BTC	9860.7792	0.8932623
2019-11-14	8708.0951	BTC	9843.1027	0.8846901
2019-11-15	8491.9920	BTC	9815.1360	0.8651935
2019-11-16	8550.7606	BTC	9790.7887	0.8733475
2019-11-17	8577.9758	BTC	9774.7946	0.8775607
2019-11-18	8309.2860	BTC	9758.5528	0.8514875
2019-11-19	8206.1459	BTC	9740.0133	0.8425190
2019-11-20	8027.2682	BTC	9711.9133	0.8265383
2019-11-21	7642.7499	BTC	9686.3941	0.7890191
2019-11-22	7296.5776	BTC	9660.0949	0.7553319
2019-11-23	7397.7968	BTC	9632.8753	0.7679739
2019-11-24	7047.9169	BTC	9601.4258	0.7340490
2019-11-25	7146.1339	BTC	9564.7127	0.7471352
2019-11-26	7218.3713	BTC	9526.4596	0.7577181
2019-11-27	7531.6636	BTC	9493.4250	0.7933558
2019-11-28	7463.1061	BTC	9465.5996	0.7884452
2019-11-29	7761.2436	BTC	9436.6371	0.8224586
2019-11-30	7569.6301	BTC	9409.3318	0.8044812
2019-12-01	7424.2923	BTC	9389.1049	0.7907348
2019-12-02	7321.9881	BTC	9363.5827	0.7819644
2019-12-03	7320.1455	BTC	9348.1720	0.7830564
2019-12-04	7252.0346	BTC	9330.7308	0.7772204
2019-12-05	7448.3075	BTC	9307.7438	0.8002270
2019-12-06	7546.9967	BTC	9286.4314	0.8126907
2019-12-07	7556.2380	BTC	9263.4964	0.8157004
2019-12-08	7564.3454	BTC	9241.8196	0.8184909
2019-12-09	7400.8994	BTC	9220.8038	0.8026306
2019-12-10	7278.1198	BTC	9202.0706	0.7909220
2019-12-11	7217.4271	BTC	9183.5385	0.7859092
2019-12-12	7243.1344	BTC	9164.4763	0.7903490
2019-12-13	7269.6846	BTC	9145.9004	0.7948572
2019-12-14	7124.6740	BTC	9129.0933	0.7804361
2019-12-15	7152.3018	BTC	9111.9464	0.7849368
2019-12-16	6932.4804	BTC	9093.4702	0.7623581
2019-12-17	6640.5152	BTC	9072.2780	0.7319568
2019-12-18	7276.8028	BTC	9052.2150	0.8038699
2019-12-19	7202.8444	BTC	9029.3805	0.7977119
2019-12-20	7218.8164	BTC	9005.8137	0.8015729
2019-12-21	7191.1585	BTC	8979.8810	0.8008078
2019-12-22	7511.5890	BTC	8955.1768	0.8387985
2019-12-23	7355.6283	BTC	8923.3909	0.8243086
2019-12-24	7322.5325	BTC	8893.7078	0.8233385
2019-12-25	7275.1557	BTC	8860.3734	0.8210891
2019-12-26	7238.9670	BTC	8826.6060	0.8201303
2019-12-27	7290.0885	BTC	8793.9428	0.8289898
2019-12-28	7317.9900	BTC	8765.1140	0.8348996
2019-12-29	7422.6526	BTC	8735.8216	0.8496800
2019-12-30	7292.9951	BTC	8706.6100	0.8376389
2019-12-31	7193.5990	BTC	8680.1655	0.8287398
2020-01-01	7200.1744	BTC	8659.7975	0.8314484
2020-01-02	6985.4700	BTC	8636.0398	0.8088742
2020-01-03	7344.8842	BTC	8614.4008	0.8526286
2020-01-04	7410.6566	BTC	8594.2502	0.8622808
2020-01-05	7411.3173	BTC	8573.2895	0.8644660
2020-01-06	7769.2190	BTC	8550.8121	0.9085943
2020-01-07	8163.6922	BTC	8532.2440	0.9568048
2020-01-08	8079.8628	BTC	8517.5427	0.9486143
2020-01-09	7879.0715	BTC	8501.4571	0.9267907
2020-01-10	8166.5541	BTC	8485.4470	0.9624189
2020-01-11	8037.5374	BTC	8470.2868	0.9489097
2020-01-12	8192.4940	BTC	8456.3866	0.9687937
2020-01-13	8144.1945	BTC	8440.4822	0.9648968
2020-01-14	8827.7644	BTC	8430.7841	1.0470870
2020-01-15	8807.0103	BTC	8424.0168	1.0454645
2020-01-16	8723.7858	BTC	8418.3996	1.0362760
2020-01-17	8929.0377	BTC	8413.6200	1.0612599
2020-01-18	8942.8089	BTC	8408.7068	1.0635177
2020-01-19	8706.2451	BTC	8401.1945	1.0363104
2020-01-20	8657.6429	BTC	8389.1293	1.0320073
2020-01-21	8745.8948	BTC	8375.7176	1.0441965
2020-01-22	8680.8760	BTC	8362.0489	1.0381279
2020-01-23	8406.5161	BTC	8346.5559	1.0071838
2020-01-24	8445.4343	BTC	8332.9283	1.0135014
2020-01-25	8367.8478	BTC	8317.5754	1.0060441
2020-01-26	8596.8298	BTC	8304.4008	1.0352137
2020-01-27	8909.8192	BTC	8294.2211	1.0742201
2020-01-28	9358.5903	BTC	8288.8112	1.1290630
2020-01-29	9316.6295	BTC	8282.6559	1.1248360
2020-01-30	9508.9936	BTC	8276.2192	1.1489538
2020-01-31	9350.5294	BTC	8269.0048	1.1307926
2020-02-01	9392.8754	BTC	8262.1107	1.1368615
2020-02-02	9344.3653	BTC	8254.9439	1.1319720
2020-02-03	9293.5211	BTC	8247.9206	1.1267714
2020-02-04	9180.9630	BTC	8240.3469	1.1141476
2020-02-05	9613.4243	BTC	8236.1696	1.1672203
2020-02-06	9729.8022	BTC	8232.3367	1.1819004
2020-02-07	9795.9438	BTC	8229.5817	1.1903331
2020-02-08	9865.1195	BTC	8228.4774	1.1988997
2020-02-09	10116.6738	BTC	8228.8080	1.2294215
2020-02-10	9856.6115	BTC	8229.7172	1.1976853
2020-02-11	10208.2363	BTC	8241.0577	1.2387046
2020-02-12	10326.0545	BTC	8254.1938	1.2510070
2020-02-13	10214.3795	BTC	8269.1611	1.2352377
2020-02-14	10312.1161	BTC	8283.8773	1.2448417
2020-02-15	9889.4246	BTC	8295.6166	1.1921265
2020-02-16	9934.4334	BTC	8308.6898	1.1956679
2020-02-17	9690.1426	BTC	8318.6632	1.1648678
2020-02-18	10141.9964	BTC	8331.5112	1.2173057
2020-02-19	9633.3869	BTC	8340.3708	1.1550310
2020-02-20	9608.4759	BTC	8350.0029	1.1507153
2020-02-21	9686.4412	BTC	8360.5779	1.1585851
2020-02-22	9663.1818	BTC	8371.3756	1.1543123
2020-02-23	9924.5152	BTC	8385.2067	1.1835743
2020-02-24	9650.1748	BTC	8395.2393	1.1494818
2020-02-25	9341.7052	BTC	8403.1887	1.1116858
2020-02-26	8820.5222	BTC	8404.7943	1.0494632
2020-02-27	8784.4938	BTC	8406.2087	1.0450007
2020-02-28	8672.4554	BTC	8408.7137	1.0313653
2020-02-29	8599.5086	BTC	8410.5919	1.0224618
2020-03-01	8562.4541	BTC	8412.3166	1.0178473
2020-03-02	8869.6703	BTC	8415.8522	1.0539242
2020-03-03	8787.7865	BTC	8420.0123	1.0436786
2020-03-04	8755.2459	BTC	8425.0674	1.0391900
2020-03-05	9078.7628	BTC	8432.0307	1.0766995
2020-03-06	9122.5456	BTC	8440.2402	1.0808396
2020-03-07	8909.9537	BTC	8446.8216	1.0548292
2020-03-08	8108.1163	BTC	8446.0076	0.9599940
2020-03-09	7923.6447	BTC	8443.7213	0.9384067
2020-03-10	7909.7294	BTC	8442.5179	0.9368922
2020-03-11	7911.4301	BTC	8445.3519	0.9367792
2020-03-12	4970.7879	BTC	8427.3326	0.5898412
2020-03-13	5563.7069	BTC	8405.2112	0.6619354
2020-03-14	5200.3663	BTC	8376.3212	0.6208413
2020-03-15	5392.3149	BTC	8346.6112	0.6460484
2020-03-16	5014.4800	BTC	8316.3136	0.6029691
2020-03-17	5225.6292	BTC	8286.2989	0.6306349
2020-03-18	5238.4386	BTC	8257.9611	0.6343501
2020-03-19	6191.1930	BTC	8236.4726	0.7516802
2020-03-20	6198.7782	BTC	8214.5988	0.7546051
2020-03-21	6185.0665	BTC	8192.1727	0.7549971
2020-03-22	5830.2548	BTC	8167.8506	0.7138053
2020-03-23	6416.3148	BTC	8146.4485	0.7876211
2020-03-24	6734.8038	BTC	8127.8219	0.8286111
2020-03-25	6681.0631	BTC	8108.6803	0.8239396
2020-03-26	6716.4405	BTC	8090.4580	0.8301681
2020-03-27	6469.7981	BTC	8073.7789	0.8013346
2020-03-28	6242.1939	BTC	8055.4118	0.7749069
2020-03-29	5922.0431	BTC	8033.0298	0.7372116
2020-03-30	6429.8419	BTC	8016.4016	0.8020858
2020-03-31	6438.6448	BTC	7999.4229	0.8048887
2020-04-01	6606.7763	BTC	7983.6980	0.8275333
2020-04-02	6793.6246	BTC	7970.0232	0.8523971
2020-04-03	6733.3874	BTC	7957.4618	0.8461728
2020-04-04	6867.5273	BTC	7945.4387	0.8643358
2020-04-05	6791.1294	BTC	7932.6755	0.8560957
2020-04-06	7271.7812	BTC	7925.2647	0.9175443
2020-04-07	7176.4145	BTC	7917.9095	0.9063522
2020-04-08	7334.0985	BTC	7912.9583	0.9268466
2020-04-09	7302.0895	BTC	7910.5250	0.9230853
2020-04-10	6865.4934	BTC	7907.4458	0.8682315
2020-04-11	6859.0830	BTC	7903.5979	0.8678431
2020-04-12	6971.0916	BTC	7903.0491	0.8820762
2020-04-13	6845.0377	BTC	7900.8984	0.8663619
2020-04-14	6842.4279	BTC	7898.2131	0.8663261
2020-04-15	6642.1099	BTC	7891.8592	0.8416407
2020-04-16	7116.8042	BTC	7889.3856	0.9020733
2020-04-17	7096.1847	BTC	7884.6352	0.9000017
2020-04-18	7257.6649	BTC	7882.4068	0.9207422
2020-04-19	7189.4248	BTC	7880.7292	0.9122791
2020-04-20	6881.9587	BTC	7877.5861	0.8736126
2020-04-21	6880.3235	BTC	7874.4446	0.8737535
2020-04-22	7117.2075	BTC	7873.4815	0.9039467
2020-04-23	7429.7246	BTC	7873.3488	0.9436550
2020-04-24	7550.9010	BTC	7873.3767	0.9590423
2020-04-25	7569.9360	BTC	7873.4745	0.9614480
2020-04-26	7679.8672	BTC	7874.2997	0.9753080
2020-04-27	7795.6008	BTC	7877.1190	0.9896513
2020-04-28	7807.0585	BTC	7880.8971	0.9906307
2020-04-29	8801.0378	BTC	7892.2086	1.1151552
2020-04-30	8658.5542	BTC	7902.3187	1.0956979
2020-05-01	8864.7668	BTC	7913.7122	1.1201781
2020-05-02	8988.5962	BTC	7927.0259	1.1339179
2020-05-03	8897.4685	BTC	7939.4914	1.1206598
2020-05-04	8912.6546	BTC	7953.6355	1.1205762
2020-05-05	9003.0702	BTC	7970.5109	1.1295474
2020-05-06	9268.7621	BTC	7984.7392	1.1608096
2020-05-07	9951.5187	BTC	8004.3726	1.2432603
2020-05-08	9842.6664	BTC	8023.1143	1.2267887
2020-05-09	9593.8967	BTC	8040.2768	1.1932297
2020-05-10	8756.4311	BTC	8049.1685	1.0878678
2020-05-11	8601.7962	BTC	8058.0697	1.0674760
2020-05-12	8804.4778	BTC	8068.6550	1.0911952
2020-05-13	9269.9877	BTC	8082.9038	1.1468635
2020-05-14	9733.7215	BTC	8100.7235	1.2015867
2020-05-15	9328.1972	BTC	8115.2814	1.1494607
2020-05-16	9377.0140	BTC	8129.9887	1.1533859
2020-05-17	9670.7394	BTC	8146.0465	1.1871697
2020-05-18	9726.5748	BTC	8163.4292	1.1914815
2020-05-19	9729.0379	BTC	8181.5395	1.1891451
2020-05-20	9522.9812	BTC	8198.1309	1.1616039
2020-05-21	9081.7620	BTC	8213.1045	1.1057648
2020-05-22	9182.5775	BTC	8226.2308	1.1162558
2020-05-23	9209.2874	BTC	8239.0782	1.1177570
2020-05-24	8790.3680	BTC	8248.9286	1.0656375
2020-05-25	8906.9348	BTC	8257.0551	1.0787060
2020-05-26	8835.0531	BTC	8261.8505	1.0693794
2020-05-27	9181.0179	BTC	8269.7159	1.1101975
2020-05-28	9525.7511	BTC	8281.4779	1.1502477
2020-05-29	9439.1244	BTC	8290.5677	1.1385378
2020-05-30	9700.4141	BTC	8302.4454	1.1683803
2020-05-31	9461.0589	BTC	8311.5066	1.1383085
2020-06-01	10167.2681	BTC	8325.9571	1.2211531
2020-06-02	9529.8041	BTC	8330.9717	1.1439007
2020-06-03	9656.7178	BTC	8337.0410	1.1582908
2020-06-04	9800.6366	BTC	8344.7328	1.1744698
2020-06-05	9665.5328	BTC	8349.9935	1.1575497
2020-06-06	9653.6793	BTC	8355.0711	1.1554275
2020-06-07	9758.8524	BTC	8362.5898	1.1669653
2020-06-08	9771.4895	BTC	8370.5458	1.1673659
2020-06-09	9795.7002	BTC	8378.0444	1.1692108
2020-06-10	9870.0945	BTC	8386.5388	1.1768972
2020-06-11	9321.7813	BTC	8393.0764	1.1106513
2020-06-12	9480.8438	BTC	8400.4722	1.1286084
2020-06-13	9475.2773	BTC	8408.3824	1.1268847
2020-06-14	9386.7879	BTC	8414.0250	1.1156121
2020-06-15	9450.7020	BTC	8417.8884	1.1226927
2020-06-16	9538.0244	BTC	8419.1701	1.1328937
2020-06-17	9480.2554	BTC	8420.3389	1.1258758
2020-06-18	9411.8405	BTC	8419.6449	1.1178429
2020-06-19	9288.0187	BTC	8419.1984	1.1031951
2020-06-20	9332.3408	BTC	8418.7660	1.1085165
2020-06-21	9303.6297	BTC	8418.4751	1.1051443
2020-06-22	9648.7176	BTC	8421.0122	1.1457907
2020-06-23	9629.6584	BTC	8424.2171	1.1430924
2020-06-24	9313.6103	BTC	8422.0756	1.1058569
2020-06-25	9264.8130	BTC	8418.7543	1.1004969
2020-06-26	9162.9176	BTC	8414.2327	1.0889784
2020-06-27	9045.3910	BTC	8408.3774	1.0757594
2020-06-28	9143.5822	BTC	8401.4268	1.0883368
2020-06-29	9190.8545	BTC	8396.6714	1.0945831
2020-06-30	9137.9934	BTC	8389.0268	1.0892793
2020-07-01	9228.3256	BTC	8381.1859	1.1010764
2020-07-02	9123.4102	BTC	8373.3932	1.0895714
2020-07-03	9087.3039	BTC	8364.6446	1.0863945
2020-07-04	9132.4880	BTC	8359.2379	1.0925025
2020-07-05	9073.9429	BTC	8353.0915	1.0862976
2020-07-06	9375.4748	BTC	8350.8439	1.1226979
2020-07-07	9252.2775	BTC	8344.4888	1.1087890
2020-07-08	9428.3331	BTC	8343.0241	1.1300858
2020-07-09	9277.9679	BTC	8340.6633	1.1123777
2020-07-10	9278.8079	BTC	8337.7517	1.1128669
2020-07-11	9240.3463	BTC	8334.7314	1.1086556
2020-07-12	9276.4999	BTC	8330.1027	1.1136117
2020-07-13	9243.6139	BTC	8327.1987	1.1100508
2020-07-14	9243.2134	BTC	8326.4952	1.1100965
2020-07-15	9192.8374	BTC	8329.1546	1.1036939
2020-07-16	9132.2279	BTC	8331.6384	1.0960903
2020-07-17	9151.3922	BTC	8335.0594	1.0979397
2020-07-18	9159.0399	BTC	8339.0560	1.0983305
2020-07-19	9185.8169	BTC	8343.5086	1.1009537
2020-07-20	9164.2314	BTC	8345.6126	1.0980897
2020-07-21	9374.8875	BTC	8349.8062	1.1227671
2020-07-22	9525.3635	BTC	8355.3071	1.1400375
2020-07-23	9581.0720	BTC	8358.8950	1.1462128
2020-07-24	9536.8927	BTC	8361.8546	1.1405236
2020-07-25	9677.1135	BTC	8367.3343	1.1565348
2020-07-26	9905.1672	BTC	8380.1704	1.1819768
2020-07-27	10990.8734	BTC	8402.0792	1.3081135
2020-07-28	10912.8231	BTC	8423.5298	1.2955166
2020-07-29	11100.4681	BTC	8446.3087	1.3142390
2020-07-30	11111.2143	BTC	8490.1689	1.3087153
2020-07-31	11323.4664	BTC	8531.3100	1.3272834
2020-08-01	11759.5928	BTC	8578.1616	1.3708756
2020-08-02	11053.6139	BTC	8618.5995	1.2825302
2020-08-03	11246.3488	BTC	8663.1128	1.2981880
2020-08-04	11205.8929	BTC	8705.8290	1.2871713
2020-08-05	11747.0228	BTC	8752.3189	1.3421612
2020-08-06	11779.7733	BTC	8792.2373	1.3397925
2020-08-07	11601.4727	BTC	8830.8280	1.3137469
2020-08-08	11754.0458	BTC	8870.6064	1.3250555
2020-08-09	11675.7393	BTC	8912.3599	1.3100615
2020-08-10	11878.1113	BTC	8951.3727	1.3269598
2020-08-11	11410.5257	BTC	8984.7707	1.2699852
2020-08-12	11584.9346	BTC	9019.7984	1.2843895
2020-08-13	11784.1374	BTC	9055.9962	1.3012525
2020-08-14	11768.8706	BTC	9093.8467	1.2941576
2020-08-15	11865.6986	BTC	9134.0146	1.2990672
2020-08-16	11892.8041	BTC	9176.6629	1.2959835
2020-08-17	12254.4019	BTC	9218.2669	1.3293607
2020-08-18	11991.2332	BTC	9257.9283	1.2952394
2020-08-19	11758.2836	BTC	9294.7247	1.2650491
2020-08-20	11878.3716	BTC	9331.0444	1.2729949
2020-08-21	11592.4890	BTC	9365.7522	1.2377531
2020-08-22	11681.8256	BTC	9400.1401	1.2427289
2020-08-23	11664.8480	BTC	9434.9523	1.2363441
2020-08-24	11774.5958	BTC	9467.1153	1.2437364
2020-08-25	11366.1351	BTC	9497.0419	1.1968079
2020-08-26	11488.3635	BTC	9526.7152	1.2059102
2020-08-27	11323.3970	BTC	9555.4388	1.1850211
2020-08-28	11542.4997	BTC	9588.8460	1.2037423
2020-08-29	11506.8653	BTC	9622.0445	1.1958857
2020-08-30	11711.5062	BTC	9655.9046	1.2128855
2020-08-31	11680.8205	BTC	9690.4459	1.2053956
2020-09-01	11970.4787	BTC	9727.0748	1.2306350
2020-09-02	11414.0337	BTC	9761.1600	1.1693317
2020-09-03	10245.2967	BTC	9783.5064	1.0472009
2020-09-04	10511.8139	BTC	9807.9037	1.0717697
2020-09-05	10169.5672	BTC	9828.7030	1.0346805
2020-09-06	10280.3517	BTC	9850.7811	1.0436078
2020-09-07	10369.5637	BTC	9875.6925	1.0500088
2020-09-08	10131.5166	BTC	9898.9153	1.0234977
2020-09-09	10242.3478	BTC	9921.2378	1.0323659
2020-09-10	10363.1390	BTC	9942.1907	1.0423396
2020-09-11	10400.9147	BTC	9962.5480	1.0440015
2020-09-12	10442.1706	BTC	9983.0639	1.0459886
2020-09-13	10323.7558	BTC	10001.9488	1.0321744
2020-09-14	10680.8374	BTC	10022.5577	1.0656798
2020-09-15	10796.9510	BTC	10043.9140	1.0749745
2020-09-16	10974.9049	BTC	10059.4417	1.0910054
2020-09-17	10948.9899	BTC	10075.8019	1.0866619
2020-09-18	10944.5858	BTC	10090.6578	1.0846256
2020-09-19	11094.3463	BTC	10105.6988	1.0978307
2020-09-20	10938.2713	BTC	10120.2760	1.0808274
2020-09-21	10462.2596	BTC	10131.3446	1.0326625
2020-09-22	10538.4603	BTC	10142.3117	1.0390590
2020-09-23	10246.1865	BTC	10149.2933	1.0095468
2020-09-24	10760.0663	BTC	10155.0686	1.0595759
2020-09-25	10692.7172	BTC	10161.1404	1.0523147
2020-09-26	10750.7236	BTC	10169.4035	1.0571636
2020-09-27	10775.2694	BTC	10183.8237	1.0580770
2020-09-28	10709.6522	BTC	10198.8799	1.0500812
2020-09-29	10844.6410	BTC	10213.4525	1.0617997
2020-09-30	10784.4916	BTC	10224.2703	1.0547933
2020-10-01	10619.4519	BTC	10230.5970	1.0380090
2020-10-02	10575.9750	BTC	10239.5097	1.0328595
2020-10-03	10549.3289	BTC	10247.8834	1.0294154
2020-10-04	10669.5825	BTC	10255.0180	1.0404255
2020-10-05	10793.3394	BTC	10262.6377	1.0517120
2020-10-06	10604.4059	BTC	10268.8903	1.0326730
2020-10-07	10668.9690	BTC	10277.0760	1.0381327
2020-10-08	10915.6857	BTC	10290.1754	1.0607871
2020-10-09	11064.4576	BTC	10303.6174	1.0738420
2020-10-10	11296.3614	BTC	10318.5251	1.0947651
2020-10-11	11384.1820	BTC	10337.0523	1.1012987
2020-10-12	11555.3629	BTC	10355.9697	1.1158166
2020-10-13	11425.8994	BTC	10374.4757	1.1013472
2020-10-14	11429.5069	BTC	10390.5364	1.0999920
2020-10-15	11495.3497	BTC	10404.6049	1.1048329
2020-10-16	11322.1227	BTC	10418.0549	1.0867789
2020-10-17	11358.1016	BTC	10429.8955	1.0889948
2020-10-18	11483.3597	BTC	10444.3405	1.0994815
2020-10-19	11742.0372	BTC	10455.5889	1.1230393
2020-10-20	11916.3351	BTC	10472.6355	1.1378545
2020-10-21	12823.6892	BTC	10495.2568	1.2218557
2020-10-22	12965.8913	BTC	10517.8657	1.2327493
2020-10-23	12931.5390	BTC	10541.1943	1.2267622
2020-10-24	13108.0626	BTC	10565.8685	1.2406044
2020-10-25	13031.1743	BTC	10589.2422	1.2306050
2020-10-26	13075.2477	BTC	10612.8405	1.2320215
2020-10-27	13654.2184	BTC	10640.4013	1.2832428
2020-10-28	13271.2854	BTC	10664.6956	1.2444130
2020-10-29	13437.8832	BTC	10694.0963	1.2565702
2020-10-30	13546.5223	BTC	10723.1369	1.2632985
2020-10-31	13780.9947	BTC	10753.8920	1.2814890
2020-11-01	13737.1098	BTC	10784.9657	1.2737277
2020-11-02	13550.4894	BTC	10814.2499	1.2530217
2020-11-03	13950.3008	BTC	10845.7662	1.2862439
2020-11-04	14133.7072	BTC	10879.0051	1.2991728
2020-11-05	15579.8485	BTC	10923.0623	1.4263261
2020-11-06	15565.8806	BTC	10967.9042	1.4192211
2020-11-07	14833.7541	BTC	11007.2000	1.3476410
2020-11-08	15479.5670	BTC	11051.3138	1.4006993
2020-11-09	15332.3156	BTC	11091.9110	1.3822970
2020-11-10	15290.9027	BTC	11132.3484	1.3735559
2020-11-11	15701.3397	BTC	11177.9751	1.4046676
2020-11-12	16276.3439	BTC	11228.0574	1.4496135
2020-11-13	16317.8082	BTC	11279.1638	1.4467215
2020-11-14	16068.1387	BTC	11329.3263	1.4182784
2020-11-15	15955.5874	BTC	11377.9834	1.4023212
2020-11-16	16716.1113	BTC	11431.7353	1.4622549
2020-11-17	17645.4058	BTC	11492.5025	1.5353841
2020-11-18	17804.0056	BTC	11553.7574	1.5409711
2020-11-19	17817.0902	BTC	11615.8551	1.5338596
2020-11-20	18621.3144	BTC	11683.9552	1.5937509
2020-11-21	18642.2328	BTC	11751.8819	1.5863189
2020-11-22	18370.0025	BTC	11818.2823	1.5543716
2020-11-23	18364.1216	BTC	11882.4869	1.5454780
2020-11-24	19107.4644	BTC	11952.8811	1.5985656
2020-11-25	18732.1208	BTC	12019.3368	1.5584987
2020-11-26	17150.6236	BTC	12075.5700	1.4202745
2020-11-27	17108.4017	BTC	12131.4957	1.4102467
2020-11-28	17717.4150	BTC	12192.0462	1.4531945
2020-11-29	18177.4834	BTC	12255.6246	1.4831952
2020-11-30	19625.8350	BTC	12329.7834	1.5917421
2020-12-01	18802.9983	BTC	12398.0675	1.5166072
2020-12-02	19201.0912	BTC	12469.5551	1.5398377
2020-12-03	19445.3985	BTC	12543.2206	1.5502716
2020-12-04	18699.7656	BTC	12611.4232	1.4827641
2020-12-05	19154.2311	BTC	12682.8175	1.5102505
2020-12-06	19345.1210	BTC	12755.3839	1.5166240
2020-12-07	19191.6313	BTC	12827.0082	1.4961892
2020-12-08	18321.1449	BTC	12890.9100	1.4212453
2020-12-09	18553.9154	BTC	12955.3997	1.4321376
2020-12-10	18264.9921	BTC	13017.4277	1.4031184
2020-12-11	18058.9033	BTC	13078.2992	1.3808297
2020-12-12	18803.6569	BTC	13143.4888	1.4306443
2020-12-13	19142.3825	BTC	13209.4689	1.4491410
2020-12-14	19246.6443	BTC	13268.4387	1.4505583
2020-12-15	19417.0760	BTC	13329.1834	1.4567341
2020-12-16	21310.5981	BTC	13402.1129	1.5900924
2020-12-17	22805.1615	BTC	13485.6411	1.6910699
2020-12-18	23137.9606	BTC	13570.0303	1.7050780
2020-12-19	23869.8320	BTC	13656.5320	1.7478692
2020-12-20	23477.2952	BTC	13745.2726	1.7080269
2020-12-21	22803.0814	BTC	13827.8207	1.6490727
2020-12-22	23783.0285	BTC	13917.6574	1.7088385
2020-12-23	23241.3449	BTC	13999.7597	1.6601246
2020-12-24	23735.9497	BTC	14085.1609	1.6851742
2020-12-25	24664.7903	BTC	14178.4703	1.7395946
2020-12-26	26437.0375	BTC	14283.3488	1.8508991
2020-12-27	26272.2946	BTC	14387.6100	1.8260361
2020-12-28	27084.8079	BTC	14496.2292	1.8684037
2020-12-29	27362.4366	BTC	14610.1714	1.8728347
2020-12-30	28840.9534	BTC	14733.4287	1.9575181
2020-12-31	29001.7198	BTC	14856.4114	1.9521349
2021-01-01	29374.1519	BTC	14982.1635	1.9606082
2021-01-02	32127.2679	BTC	15126.8890	2.1238516
2021-01-03	32782.0245	BTC	15276.0977	2.1459685
2021-01-04	31971.9135	BTC	15416.9370	2.0738175
2021-01-05	33992.4293	BTC	15574.0884	2.1826272
2021-01-06	36824.3644	BTC	15753.1319	2.3375901
2021-01-07	39371.0424	BTC	15949.5081	2.4684800
2021-01-08	40797.6107	BTC	16158.1161	2.5248990
2021-01-09	40254.5465	BTC	16362.2070	2.4602150
2021-01-10	38356.4395	BTC	16552.8612	2.3172090
2021-01-11	35566.6559	BTC	16722.8045	2.1268356
2021-01-12	33922.9606	BTC	16883.9247	2.0091869
2021-01-13	37316.3594	BTC	17068.4103	2.1862821
2021-01-14	39187.3281	BTC	17267.4384	2.2694349
2021-01-15	36825.3659	BTC	17448.0303	2.1105744
2021-01-16	36178.1389	BTC	17624.2537	2.0527473
2021-01-17	35791.2779	BTC	17796.2521	2.0111694
2021-01-18	36630.0757	BTC	17974.4610	2.0378956
2021-01-19	36069.8064	BTC	18146.5991	1.9876896
2021-01-20	35547.7509	BTC	18318.9828	1.9404872
2021-01-21	30825.6985	BTC	18465.9857	1.6693232
2021-01-22	33005.7636	BTC	18626.6567	1.7719639
2021-01-23	32067.6429	BTC	18783.0716	1.7072630
2021-01-24	32289.3781	BTC	18940.2789	1.7047995
2021-01-25	32366.3930	BTC	19097.3991	1.6948063
2021-01-26	32569.8496	BTC	19257.6729	1.6912661
2021-01-27	30432.5471	BTC	19401.8886	1.5685353
2021-01-28	33466.0964	BTC	19566.9097	1.7103414
2021-01-29	34316.3877	BTC	19737.7345	1.7386184
2021-01-30	34269.5215	BTC	19907.9299	1.7214006
2021-01-31	33114.3577	BTC	20070.7199	1.6498839
2021-02-01	33537.1768	BTC	20233.9795	1.6574682
2021-02-02	35510.2890	BTC	20410.5033	1.7398047
2021-02-03	37472.0901	BTC	20599.7689	1.8190539
2021-02-04	36926.0645	BTC	20785.3195	1.7765454
2021-02-05	38144.3069	BTC	20979.6032	1.8181615
2021-02-06	39266.0107	BTC	21180.8294	1.8538467
2021-02-07	38903.4415	BTC	21380.5806	1.8195690
2021-02-08	46196.4637	BTC	21635.8249	2.1351838
2021-02-09	46481.1042	BTC	21892.5581	2.1231463
2021-02-10	44918.1845	BTC	22140.2152	2.0288052
2021-02-11	47909.3312	BTC	22405.5671	2.1382780
2021-02-12	47504.8512	BTC	22668.5109	2.0956317
2021-02-13	47105.5175	BTC	22928.1880	2.0544806
2021-02-14	48717.2902	BTC	23199.2024	2.0999554
2021-02-15	47945.0568	BTC	23465.1696	2.0432436
2021-02-16	49199.8713	BTC	23739.1355	2.0725216
2021-02-17	52149.0075	BTC	24034.5964	2.1697476
2021-02-18	51679.7967	BTC	24327.8846	2.1243029
2021-02-19	55888.1337	BTC	24651.5428	2.2671252
2021-02-20	56099.5205	BTC	24976.9013	2.2460561
2021-02-21	57539.9437	BTC	25311.6896	2.2732557
2021-02-22	54207.3191	BTC	25621.7895	2.1156726
2021-02-23	48824.4269	BTC	25894.7896	1.8854923
2021-02-24	49705.3333	BTC	26173.6208	1.8990622
2021-02-25	47093.8530	BTC	26432.0363	1.7816960
2021-02-26	46339.7601	BTC	26684.0027	1.7366120
2021-02-27	46188.4513	BTC	26933.2320	1.7149242
2021-02-28	45137.7705	BTC	27174.3290	1.6610445
2021-03-01	49631.2414	BTC	27446.2996	1.8083036
2021-03-02	48378.9881	BTC	27710.2502	1.7458878
2021-03-03	50538.2434	BTC	27989.5983	1.8056080
2021-03-04	48561.1662	BTC	28254.3542	1.7187144
2021-03-05	48927.3046	BTC	28522.9626	1.7153654
2021-03-06	48912.3817	BTC	28791.2075	1.6988652
2021-03-07	51206.6930	BTC	29074.9456	1.7611965
2021-03-08	52246.5223	BTC	29364.2633	1.7792553
2021-03-09	54824.1178	BTC	29670.7475	1.8477498
2021-03-10	56008.5494	BTC	29979.2108	1.8682463
2021-03-11	57805.1230	BTC	30299.4910	1.9077919
2021-03-12	57332.0890	BTC	30616.6378	1.8725795
2021-03-13	61243.0848	BTC	30960.4594	1.9781065
2021-03-14	59302.3170	BTC	31290.9675	1.8951896
2021-03-15	55907.2002	BTC	31596.9100	1.7693882
2021-03-16	56804.9012	BTC	31905.1292	1.7804316
2021-03-17	58870.8933	BTC	32230.8407	1.8265392
2021-03-18	57858.9207	BTC	32548.1338	1.7776417
2021-03-19	58346.6530	BTC	32868.1347	1.7751738
2021-03-20	58313.6426	BTC	33186.2251	1.7571641
2021-03-21	57523.4210	BTC	33498.9844	1.7171691
2021-03-22	54529.1456	BTC	33791.6891	1.6136851
2021-03-23	54738.9449	BTC	34083.0366	1.6060466
2021-03-24	52774.2637	BTC	34359.0406	1.5359644
2021-03-25	51704.1619	BTC	34617.0714	1.4936030
2021-03-26	55137.3137	BTC	34899.7245	1.5798782
2021-03-27	55973.5108	BTC	35193.5799	1.5904466
2021-03-28	55950.7458	BTC	35482.6597	1.5768476
2021-03-29	57750.1999	BTC	35785.6446	1.6137812
2021-03-30	58917.6930	BTC	36097.2645	1.6321927
2021-03-31	58918.8327	BTC	36405.9609	1.6183842
2021-04-01	59095.8080	BTC	36711.8142	1.6097218
2021-04-02	59384.3134	BTC	37019.4321	1.6041390
2021-04-03	57603.8892	BTC	37316.1161	1.5436732
2021-04-04	58758.5563	BTC	37621.8516	1.5618199
2021-04-05	59057.8790	BTC	37924.2928	1.5572572
2021-04-06	58192.3587	BTC	38213.9138	1.5228055
2021-04-07	56048.9378	BTC	38487.0919	1.4563048
2021-04-08	58323.9536	BTC	38776.4267	1.5041085
2021-04-09	58245.0030	BTC	39059.4530	1.4911884
2021-04-10	59793.2354	BTC	39353.3888	1.5193923
2021-04-11	60204.9649	BTC	39652.2099	1.5183256
2021-04-12	59893.4519	BTC	39948.8480	1.4992535
2021-04-13	63503.4579	BTC	40265.9622	1.5771002
2021-04-14	63109.6959	BTC	40582.9449	1.5550793
2021-04-15	63314.0108	BTC	40912.6834	1.5475399
2021-04-16	61572.7896	BTC	41230.2862	1.4933874
2021-04-17	60683.8212	BTC	41537.1891	1.4609516
2021-04-18	56216.1850	BTC	41808.8941	1.3445987
2021-04-19	55724.2671	BTC	42066.7400	1.3246633
2021-04-20	56473.0323	BTC	42335.8117	1.3339305
2021-04-21	53906.0880	BTC	42583.7045	1.2658854
2021-04-22	51762.2721	BTC	42814.5393	1.2089882
2021-04-23	51093.6507	BTC	43045.9242	1.1869568
2021-04-24	50050.8682	BTC	43266.6145	1.1568011
2021-04-25	49004.2533	BTC	43478.4654	1.1270925
2021-04-26	54021.7548	BTC	43727.2520	1.2354253
2021-04-27	55033.1180	BTC	43989.4804	1.2510518
2021-04-28	54824.7049	BTC	44248.5575	1.2390168
2021-04-29	53555.1085	BTC	44500.6297	1.2034686
2021-04-30	57750.1773	BTC	44784.1388	1.2895230
2021-05-01	57828.0506	BTC	45062.8845	1.2832745
2021-05-02	56631.0774	BTC	45330.6609	1.2492886
2021-05-03	57200.2912	BTC	45601.7584	1.2543440
2021-05-04	53333.5378	BTC	45844.0188	1.1633696
2021-05-05	57424.0059	BTC	46101.9717	1.2455868
2021-05-06	56396.5142	BTC	46341.9100	1.2169657
2021-05-07	57356.4019	BTC	46586.3274	1.2311853
2021-05-08	58803.7758	BTC	46835.8556	1.2555290
2021-05-09	58232.3161	BTC	47084.1057	1.2367723
2021-05-10	55859.7975	BTC	47320.2251	1.1804635
2021-05-11	56704.5731	BTC	47555.3790	1.1923903
2021-05-12	49150.5339	BTC	47740.4446	1.0295366
2021-05-13	49716.1916	BTC	47926.0178	1.0373529
2021-05-14	49880.5334	BTC	48106.1303	1.0368852
2021-05-15	46760.1866	BTC	48251.2956	0.9690970
2021-05-16	46456.0585	BTC	48395.4653	0.9599259
2021-05-17	43537.5114	BTC	48512.9847	0.8974404
2021-05-18	42909.4009	BTC	48624.0344	0.8824731
2021-05-19	37002.4405	BTC	48682.3307	0.7600795
2021-05-20	40782.7383	BTC	48766.4809	0.8362863
2021-05-21	37304.6907	BTC	48823.1276	0.7640783
2021-05-22	37536.6311	BTC	48861.7659	0.7682209
2021-05-23	34770.5836	BTC	48875.9699	0.7114045
2021-05-24	38705.9786	BTC	48924.0703	0.7911439
2021-05-25	38402.2239	BTC	48955.5689	0.7844301
2021-05-26	39294.1974	BTC	48973.2105	0.8023611
2021-05-27	38436.9685	BTC	48966.5386	0.7849640
2021-05-28	35697.6064	BTC	48930.1100	0.7295632
2021-05-29	34616.0680	BTC	48889.8351	0.7080422
2021-05-30	35678.1292	BTC	48870.7043	0.7300515
2021-05-31	37332.8537	BTC	48883.3200	0.7637135
2021-06-01	36684.9245	BTC	48903.0484	0.7501562
2021-06-02	37575.1796	BTC	48904.8971	0.7683316
2021-06-03	39208.7660	BTC	48905.0502	0.8017325
2021-06-04	36894.4053	BTC	48905.5433	0.7544013
2021-06-05	35551.9587	BTC	48901.0706	0.7270180
2021-06-06	35862.3777	BTC	48901.5785	0.7333583
2021-06-07	33560.7078	BTC	48879.6544	0.6865987
2021-06-08	33472.6317	BTC	48861.1032	0.6850568
2021-06-09	37345.1215	BTC	48873.9415	0.7641111
2021-06-10	36702.5994	BTC	48915.9194	0.7503201
2021-06-11	37334.3995	BTC	48946.8382	0.7627541
2021-06-12	35552.5171	BTC	48971.7302	0.7259804
2021-06-13	39097.8609	BTC	49020.3622	0.7975841
2021-06-14	40218.4779	BTC	49076.4485	0.8195067
2021-06-15	40406.2690	BTC	49132.4230	0.8223952
2021-06-16	38347.0632	BTC	49188.9552	0.7795869
2021-06-17	38053.5042	BTC	49221.7224	0.7731039
2021-06-18	35787.2448	BTC	49232.2285	0.7269069
2021-06-19	35615.8693	BTC	49241.8453	0.7232846
2021-06-20	35698.2964	BTC	49260.3020	0.7246869
2021-06-21	31676.6937	BTC	49247.0128	0.6432206
2021-06-22	32505.6598	BTC	49225.5512	0.6603412
2021-06-23	33723.0290	BTC	49198.7722	0.6854445
2021-06-24	34662.4359	BTC	49182.6034	0.7047703
2021-06-25	31637.7801	BTC	49136.1282	0.6438802
2021-06-26	32186.2777	BTC	49085.5587	0.6557179
2021-06-27	34649.6446	BTC	49055.1744	0.7063403
2021-06-28	34434.3353	BTC	48971.1592	0.7031554
2021-06-29	35867.7777	BTC	48895.3498	0.7335621
2021-06-30	35040.8372	BTC	48824.7973	0.7176853
2021-07-01	33572.1177	BTC	48722.3886	0.6890491
2021-07-02	33897.0486	BTC	48625.1900	0.6971088
2021-07-03	34668.5484	BTC	48536.3545	0.7142800
2021-07-04	35287.7798	BTC	48440.4295	0.7284778
2021-07-05	33746.0025	BTC	48339.0076	0.6981112
2021-07-06	34235.1935	BTC	48232.1171	0.7098008

9. Criptomonedas, ¿Valor refugio?

Uno de los comentarios que uno escucha de las criptomonedas es que son un valor refugio, ¿pero es esto cierto? Un activo refugio es aquel que suele tener poca volatilidad y cuyo precio suele aumentar cuando el crecimiento económico se contrae y existe incertidumbre. Para poder dar una respuesta vamos a analizar la volatilidad del ethereum mediante diversos indicadores y la compararemos con los mismos indicadores pero del índice SP500.

Antes de todo es saber que es la volatilidad y cómo medirla. Definimos la volatilidad como la fluctuación del precio de un activo. Aunque en el mundo de la inversión, la definimos como la variación del precio de un activo con respecto a su media histórica. Para medirla se suelen usar varios indicadores, pero nosotros lo haremos a través de la desviación típica.

Antes de comenzar debemos explicar una cosa: Todos los gráficos que veremos a partir en este apartado se actualizarán diariamente con los nuevos datos de Bitcoin, Ethereum… De tal forma que cada día que veamos este trabajo veremos un análisis diferente.

Retornos

#> [1] "^GSPC"

Vemos como los máximos retornos desde el 2015 tanto positivos como negativos del S&P fueron de alrededor de un 1%y un -1,5%. Sin embargo vemos como los del ethereum son mucho más grandes, habiendo retornos de más del 2,5% e incluso del 4%, lo que es un indicio de una mayor volatilidad del ethereum.

Desviación estándar

Ahora calcularemos la desviación estándar anualizada de estos retornos. Para anualizar la desv. estandar del eth multiplicamos la desviacion de los retornos por la raiz cuadrada de 365 (los dias que cotiza el ethereum).

ETH	S&P
1.082052	0.1927191

En esta tabla vemos el valor de la desviación estándar para ETH y para el índice S&P, esta tabla se actualiza diariamente, por lo que cada día veremos unos valores distintos. Da igual el día que veamos esto, que siempre observamos un valor de ETH muy superior al de S&P A mayor desviación típica, mayor variación del precio entorno a la media que puede alcanzar un activo, por ende, mayor volatilidad. Vemos como el eth es mucho más volátil.

Drawdown

Por ultimo calcularemos el drawdown y lo veremos en un gráfico, para no tener un solo indicador de la volatilidad y poder ser así más precisos y tener más seguridad sobre la información.

El Drawdown lo definimos como la pérdida porcentual desde el último máximo marcado por el precio del activo. Por ejemplo, si el último máximo fue de 70 dólares y ahora el precio es de 35 dólares, nuestro drawdown es del 50%, si mañana nuestro precio es de 50 dólares, nuestro drawdown será del 28,5%. Obviamente si pasado mañana marcamos un nuevo máximo histórico, por ejemplo 80 dólares, nuestro drawdown será del 0% al no haber un precio máximo anterior, y el máximo de referencia para los próximos down sides serán esos 80$, hasta que estos se vuelvan a superar. Obviamente a mayores drawdowns, más volátil es el activo.

Vemos como el drawdown máximo del SP es alrededor del 35% (debido al confinamiento), mientras que los del Ethereum vemos cómo son superiores incluso al 80%.

Con lo cual, viendo estos datos podemos deducir que las criptomonedas son volátiles, al menos más que el SP500, con lo cual aún no las podemos considerar activos refugios.

Código

#Lo primero de todo es obtener los datos (aunque los del ETH ya los tenemos gracias al análisis técnico realizado anteriormente. Lo segundo seleccionamos los datos del precio de cierre.

getSymbols("^GSPC", src = "yahoo", from = "2017-01-01")
ETH <- `ETH-USD`[,"ETH-USD.Close"]
SP500 <- `GSPC`[,"GSPC.Close"]

#Segundo, debemos obtener los retornos (nosotros usamos los retornos simples) del ethereum, ya que calcularemos y mediremos la desviación estándar y la volatilidad de estos. Los retornos simples sa calculan restando al precio actual el precio anterior y diviendolo entre el precio anterior . Para ello utilizaremos una instrucción que lo hace de forma automática:

retorno_eth <- na.omit(Return.calculate(ETH))
retorno_SP500 <- na.omit(Return.calculate(SP500))

#los podemos ver en un gráfico mediante la siguiente instrucción:

graf_ret_eth <- plot.xts(retorno_eth, main = "Retorno diario simple ETH", ylab = "ETH-USD.Close")
graf_ret_eth

graf_ret_SP <- plot.xts(retorno_SP500, main = "Retorno diario simple SP500", ylab = "GSPC.Close")
graf_ret_SP

desv_eth <- sd(retorno_eth)*sqrt(365)


#En cambio, para calcular la del SP, nos basta la instrucción StdDev.annualized, esta hace exactamente lo mismo que la formula anterior, pero multiplica la desviacion de los retornos por la raiz de 252, que son el numero de dias que cotiza el SP (la bolsa “cierra” los findes de semana y festivos, las criptomonedas no lo hacen.)

desv_SP500 <- StdDev.annualized(retorno_SP500)

 
sdf<- as.data.frame(c(desv_eth,desv_SP500)) %>% 
  mutate(variable= c("ETH", "S&P")) %>% pivot_wider(names_from = "variable", values_from = "c(desv_eth, desv_SP500)")

library(gt)

sdf %>% gt() %>% tab_options(heading.background.color = "#fbf7f0") %>% tab_options(heading.title.font.size = 15, heading.subtitle.font.size = 13,  column_labels.font.weight =  "bold")

graf_down_eth <- chart.Drawdown(retorno_eth)
graf_down_eth

graf_dow_SP <- chart.Drawdown(retorno_SP500)
graf_dow_SP

10. Correlación entre criptomonedas

Beta (correlación) del retorno diario de altcoins respecto a BTC

Todos hemos oído hablar de bitcoin, ya que esta es la criptomoneda más popular y la que está llamada a ser el “dinero del futuro”, sin embargo, no podemos olvidar que existen muchas más criptomonedas.

En este apartado, nos vamos a centrar en analizar si bitcoin influye o “arrastra a las demás criptomonedas o altcoins”. (Una altcoin es una criptomoneda de baja capitalización y que suele ser muy volátil. Lo haremos a través de la beta de bitcoin y las altcoins cardano, solana, iota, dogecoin, terra y Polkadot.

La beta la definimos como el tanto % que sube o baja un activo respecto a un aumento de 1% del activo de referencia (este suele ser un índice cuando analizamos acciones, por ejemplo el SP500 o el Nasdaq, en nuestro caso la referencia será bitcoin).

Por cada 1% que aumenta el btc, ADA aumenta un 0,92%. Por cada 1% que aumenta el btc, SOL aumenta un 0,77% Por cada 1% que aumenta el btc, IOT aumenta un 1,16% Por cada 1% que aumenta el btc, DOGE aumenta un 1,4% Por cada 1% que aumenta el btc, terra aumenta un 1,21% Por cada 1% que aumenta el btc, polkadot aumenta un 1,23%

Como conclusión, por tanto podemos decir que existe una gran correlación con Bitcoin por parte de las criptomonedas estudiadas. El caso de Solana es la que presenta una correlación más baja, y, aún así, es de 0,77.

Código

#Primero descargamos los datos de yahoo finance a traves de getSymbols gracias al paquete quantmod. Analizaremos los datos de este último año.

l<-getSymbols("BTC-USD", src = "yahoo", from = "2021-01-01")

l<-getSymbols("ADA-USD", src = "yahoo", from = "2021-01-01")

l<-getSymbols("SOL1-USD", src = "yahoo", from = "2021-01-01")

l<-getSymbols("MIOTA-USD", src = "yahoo", from = "2021-01-01")

l<-getSymbols("DOGE-USD", src = "yahoo", from = "2021-01-01")

l<-getSymbols("LUNA1-USD", src = "yahoo", from = "2021-01-01")

l<-getSymbols("DOT1-USD", src = "yahoo", from = "2021-01-01")

#Segundo seleccionamos el precio de cierre y calculamos los retornos simples. (La estimación de la beta de un activo debe hacerse sobre los retornos, no sobre su precio).

BTC <- `BTC-USD`[,"BTC-USD.Close"]

ADA <- `ADA-USD`[,"ADA-USD.Close"]

SOL <- `SOL1-USD`[,"SOL1-USD.Close"]

IOTA <- `MIOTA-USD`[,"MIOTA-USD.Close"]

DOGE <- `DOGE-USD`[,"DOGE-USD.Close"]

TERRA <- `LUNA1-USD`[,"LUNA1-USD.Close"]

POLKA <- `DOT1-USD`[,"DOT1-USD.Close"]


retorno_btc_corr <- na.omit(Return.calculate(BTC))

retorno_ada_corr <- na.omit(Return.calculate(ADA))

retorno_sol_corr <- na.omit(Return.calculate(SOL))

retorno_iota_corr <- na.omit(Return.calculate(IOTA))

retorno_doge_corr <- na.omit(Return.calculate(DOGE))

retorno_terra_corr <- na.omit(Return.calculate(TERRA))

retorno_polka_corr <- na.omit(Return.calculate(POLKA))

#Ahora solo nos queda calcular la beta

beta_ada <- CAPM.beta(retorno_ada_corr, retorno_btc_corr)

beta_sol <- CAPM.beta(retorno_sol_corr, retorno_btc_corr)

beta_iota <- CAPM.beta(retorno_iota_corr, retorno_btc_corr)

beta_doge <- CAPM.beta(retorno_doge_corr, retorno_btc_corr)

beta_terra <- CAPM.beta(retorno_terra_corr, retorno_btc_corr)

beta_terra_df <- as.data.frame(beta_terra)

beta_polka <- CAPM.beta(retorno_polka_corr, retorno_btc_corr)
beta_polka_df <- as.data.frame(beta_polka)


df_ada <- as.data.frame(beta_ada)
df_sol <- as.data.frame(beta_sol)
df_iota <- as.data.frame(beta_iota)
df_doge <- as.data.frame(beta_doge)
df_terra <- as.data.frame(beta_terra)
df_polka <- as.data.frame(beta_polka)

#creacion dataframe betas
df_betas <- bind_cols(df_ada, df_sol, df_iota, df_doge, df_terra, df_polka)

rownames(df_betas) <- c("betas")

df_betas <- df_betas %>% t()

df_betas <- as.data.frame(df_betas)

colnames(df_betas)  <- c("betas")

df_betas_graf <- df_betas %>% mutate(Cripto = c("ADA", "SOL","IOTA", "DOGE", "TERRA", "POLKA"))

p <- ggplot(df_betas_graf, aes(x = Cripto, y = betas, fill = "#fbf7f0"))
grafico <- p + geom_col() + coord_polar()
grafico + theme(axis.ticks = element_line(size = 0),
    panel.grid.major = element_line(colour = "brown4"),
    panel.grid.minor = element_line(colour = "green"),
    axis.text = element_text(family = "Helvetica-Narrow"),
    axis.text.x = element_text(family = "Times"),
    panel.background = element_rect(fill = "#fbf7f0"),
    plot.background = element_rect(fill = "#fbf7f0"),
    strip.text = element_text(colour = "powderblue")) +labs(title = "Betas Altcoins-BTC", x = NULL,
    y = NULL) + theme(legend.position = "none")

11. Conclusión

A lo largo del trabajo hemos llegado a varias conclusiones: En primer lugar, que no por ser la más famosa, Bitcoin es la criptomoneda principal en los mercados. Además, hemos visto cómo se pueden adaptar muchos indicadores usados en el análisis técnico de acciones y otras divisas al mercado de las criptomonedas.

Pero, una de las principales conclusiones a las que hemos llegado es que las criptomonedas es algo a tener en cuenta en estos años y en el futuro por los proyectos de blockchain que hay detrás, pero, sin duda, también son un peligro para el sistema monetario y hemos comprobado lo volátiles que son en comparación con otros activos. Si bien, puede ser interesante estudiar su evolución y su análisis, aún es pronto para optar por ellas como mecanismo para hacer las transacciones de nuestro día a día y más aún como mecanismo para preservar nuestro poder adquisitivo.

En alusión a lo último dicho, terminamos la conclusión con esta afirmación del economista Philipp Heimberger:

What frightens me (as someone teaching at university) is the observation that way too many of the young generation are being “educated“ about money, our financial system and the economy by cryptocurrency promoters. This will haunt us massively in the future; really dangerous. pic.twitter.com/W8zb4wf3tS

— Philipp Heimberger (@heimbergecon) December 14, 2021

12. Trabajos en los que te has basado

Analisis Tecnico: Analisis Técnico del Bitcoin, Jesus B.Zerpa, Rpubs

Predicción Precio: Pronosticos del Bitcoin y Ether usando prophet, Jesus B.Zerpa, Rpubs

Tabla: Riding tables with gt and gtExtras

Bar chart race: Robservable

Correlación aparición de nuevas criptomonedas- precio BTC, referencia de plot_school_shooting visto en clase

13. Bibliografía

Analisis Tecnico

Prediciccion Precio

Retornos, Downsides, Betas

Fuentes

Países

Cartography

---

---

Información de mi R-sesión:

- Session info ---------------------------------------------------------------
 setting  value                       
 version  R version 4.1.1 (2021-08-10)
 os       Windows 10 x64              
 system   x86_64, mingw32             
 ui       RTerm                       
 language (EN)                        
 collate  Spanish_Spain.1252          
 ctype    Spanish_Spain.1252          
 tz       Europe/Paris                
 date     2021-12-16                  

- Packages -------------------------------------------------------------------
 ! package              * version    date       lib
   abind                  1.4-5      2016-07-21 [1]
   assertthat             0.2.1      2019-03-21 [1]
   backports              1.2.1      2020-12-09 [1]
   base64enc              0.1-3      2015-07-28 [1]
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   bit64                  4.0.5      2020-08-30 [1]
   broom                  0.7.9      2021-07-27 [1]
   bslib                  0.3.1      2021-10-06 [1]
   callr                  3.7.0      2021-04-20 [1]
   cellranger             1.1.0      2016-07-27 [1]
   checkmate              2.0.0      2020-02-06 [1]
   class                  7.3-19     2021-05-03 [1]
   classInt               0.4-3      2020-04-07 [1]
   cli                    3.0.1      2021-07-17 [1]
   clipr                  0.7.1      2020-10-08 [1]
   codetools              0.2-18     2020-11-04 [1]
   colorspace             2.0-2      2021-06-24 [1]
   crayon                 1.4.2      2021-10-29 [1]
   crosstalk              1.1.1      2021-01-12 [1]
   crypto2              * 1.3.0      2021-06-24 [1]
   curl                   4.3.2      2021-06-23 [1]
   data.table             1.14.0     2021-02-21 [1]
   DBI                    1.1.1      2021-01-15 [1]
   dbplyr                 2.1.1      2021-04-06 [1]
   desc                   1.3.0      2021-03-05 [1]
   details                0.2.1      2020-01-12 [1]
   dichromat              2.0-0      2013-01-24 [1]
   digest                 0.6.28     2021-09-23 [1]
   dplyr                * 1.0.7      2021-06-18 [1]
   DT                   * 0.19       2021-09-02 [1]
   dygraphs               1.1.1.6    2018-07-11 [1]
   e1071                  1.7-8      2021-07-28 [1]
   ellipsis               0.3.2      2021-04-29 [1]
   evaluate               0.14       2019-05-28 [1]
   extraDistr             1.9.1      2020-09-07 [1]
   fansi                  0.5.0      2021-05-25 [1]
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[1] C:/Users/srale/Documents/R/R-4.1.1/library

 D -- DLL MD5 mismatch, broken installation.