# load packages
library(tidyverse)
## ── Attaching packages ─────────────────────────────────────── tidyverse 1.3.2 ──
## ✔ ggplot2 3.3.6 ✔ purrr 0.3.4
## ✔ tibble 3.1.8 ✔ dplyr 1.0.10
## ✔ tidyr 1.2.0 ✔ stringr 1.4.1
## ✔ readr 2.1.2 ✔ forcats 0.5.2
## ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
## ✖ dplyr::filter() masks stats::filter()
## ✖ dplyr::lag() masks stats::lag()
library(tidyquant)
## Loading required package: lubridate
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## Attaching package: 'lubridate'
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## The following objects are masked from 'package:base':
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## date, intersect, setdiff, union
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## Loading required package: PerformanceAnalytics
## Loading required package: xts
## Loading required package: zoo
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## Attaching package: 'zoo'
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## The following objects are masked from 'package:base':
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## as.Date, as.Date.numeric
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## Attaching package: 'xts'
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## The following objects are masked from 'package:dplyr':
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## first, last
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## Attaching package: 'PerformanceAnalytics'
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## The following object is masked from 'package:graphics':
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## legend
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## Loading required package: quantmod
## Loading required package: TTR
## Registered S3 method overwritten by 'quantmod':
## method from
## as.zoo.data.frame zoo
Stock index
tq_index_options()
## [1] "DOW" "DOWGLOBAL" "SP400" "SP500" "SP600"
data <- tq_index("SP400")
## Getting holdings for SP400
Stock exchanges
tq_exchange_options()
## [1] "AMEX" "NASDAQ" "NYSE"
data <- tq_exchange("NYSE")
## Getting data...
tq_get
stock <- tq_get("TSLA")
economic data with fred
employment_nh <- tq_get("NHUR", get = "economic.data")