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#' @title SPIndustrials
#'
#' @description Year-end data on the S&P Industrials® Index from 1967 to 2007
#' extracted from a paper copy of the S&P Analysts' Handbook.
#'
#' @docType data
#'
#' @usage data(SPIndustrials)
#'
#' @format A data frame with observations on the S&P Industrials® index
#' from 1967 to 2007
#' \itemize{
#' \item \strong{Year:} type `num`.
#' \item \strong{Sales:} type `num`. Revenues per share for the S&P Industrials
#' for the calendar year.
#' \item \strong{Operating_Profit:} type `num`. Operating Income per share
#' for the S&P Industrials for the calendar year.
#' \item \strong{Profit_Margin_Pct:} type `num`. Ratio of Operating_Profit to
#' Sales for the S&P Industrials from 1993 to 2007 expressed as a percentage.
#' Definition currently unknown for earlier years.
#' \item \strong{Depreciation:} type `num`. Depreciation expense per share for
#' the S&P Industrials for the calendar year.
#' \item \strong{Income_Tax:} type `num`. Tax expense per share for
#' the S&P Industrials for the calendar year.
#' \item \strong{Cash_Flow:} type `num`. Cash Flow per share for the
#' S&P Industrials for the calendar year.
#' \item \strong{Diluted_EPS:} type `num`. Fully Diluted As-Reported Earnings
#' per share for the S&P Industrials for the calendar year.
#' \item \strong{Earnings_Pct_of_Sales:} type `num`. Ratio of Diluted_EPS to
#' Sales for the S&P Industrials from 1993 to 2007 expressed as a percentage.
#' Definition currently unknown for earlier years.
#' \item \strong{Dividends_Per_Share:} type `num`. Dividends per share for the
#' S&P Industrials for the calendar year.
#' \item \strong{Dividends_Pct_of_Earnings:} type `num`. Ratio of Dividends_Per_Share
#' to Diluted_EPS for the S&P Industrials, expressed as a percentage.
#' \item \strong{Price_High:} type `num`. Highest price level achieved by the
#' S&P Industrials Index during the calendar year.
#' \item \strong{Price_Low:} type `num`. Lowest price level achieved by the
#' S&P Industrials Index during the calendar year.
#' \item \strong{Price_Close:} type `num`. Year-end (12/31) price of the
#' S&P Industrials Index.
#' \item \strong{PE_Ratio_High:} type `num`. Ratio of Price_High to Diluted_EPS
#' for the S&P Industrials Index.
#' \item \strong{PE_Ratio_Low:} type `num`. Ratio of Price_Low to Diluted_EPS
#' for the S&P Industrials Index.
#' \item \strong{PE_Ratio_Close:} type `num`. Ratio of Price_Close to Diluted_EPS
#' for the S&P Industrials Index.
#' \item \strong{Dividend_Yld_High:} type `num`. Ratio of Dividends_Per_Share to
#' Price_High for the S&P Industrials Index.
#' \item \strong{Dividend_Yld_Low:} type `num`. Ratio of Dividends_Per_Share to
#' Price_Low for the S&P Industrials Index.
#' \item \strong{Dividend_Yld_Close:} type `num`. Ratio of Dividends_Per_Share to
#' Price_Close for the S&P Industrials Index.
#' \item \strong{Total_Return_Index:} type `num`. Cumulative total return of the
#' S&P Industrials Index including both dividends and price return. Start date
#' for the series is not known.
#' \item \strong{Book_Value_Per_Share:} type `num`. Year-end (12/31) Book Value
#' (or Shareholders' Equity) per share for the S&P Industrials Index.
#' \item \strong{Book_Value_Pct_Return:} type `num`. Definition Unknown.
#' \item \strong{Price_to_Book_Ratio:} type `num`. Ratio of Price_Close to
#' Book_Value_Per_Share for the S&P Industrials Index.
#' }
#'
#' @references
#' Chapter 13 (Expected Returns) of Martin, Philips, Scherer, Stoyanov and Li,
#' Portfolio Construction and Risk Analysis, Springer, 2024.
#'
#' @details
#' Data for the S&P® Industrials is taken from a paper copy of the
#' S&P® Analysts' Handbook published in 2008. The average price level of the
#' index in 1941-1943 was set to 100. See https://globalfinancialdata.com/the-sp-composite-before-1957
#' for a useful history of the various S&P® indices.
#'
#' @source S&P Dow Jones Indices.
#' S&P®, S&P 400 Industrials®, S&P 425 Industrials®, S&P Industrials®and S&P 500®
#' are registered trademarks of Standard & Poor’s Financial Services LLC,
#' and Dow Jones® is a registered trademark of Dow Jones Trademark Holdings LLC.
#' © 2023 S&P Dow Jones Indices LLC, #' its affiliates and/or its licensors.
#' All rights reserved. Redistribution of the data is not permitted, and use of
#' the data in derivative works is not permitted without the written permission of
#' S&P Dow Jones Indices LLC.
#'
#' @examples
#' data(SPIndustrials)
#' names(SPIndustrials)
#' head(SPIndustrials, 5)
#' tail(SPIndustrials, 5)
"SPIndustrials"
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