| Title: | Data Sets from "Forecasting: Methods and Applications" by Makridakis, Wheelwright & Hyndman (1998) |
|---|---|
| Description: | All data sets from "Forecasting: methods and applications" by Makridakis, Wheelwright & Hyndman (Wiley, 3rd ed., 1998) <https://robjhyndman.com/forecasting/>. |
| Authors: | Rob Hyndman [aut, cre, cph] (ORCID: <https://orcid.org/0000-0002-2140-5352>), Justin Carmody [ctb] |
| Maintainer: | Rob Hyndman <[email protected]> |
| License: | GPL-3 |
| Version: | 2.5.0.9000 |
| Built: | 2026-05-17 07:23:17 UTC |
| Source: | https://github.com/robjhyndman/fma |
All data sets from "Forecasting: methods and applications" by Makridakis, Wheelwright and Hyndman (Wiley, 3rd ed., 1998).
Rob J Hyndman. [email protected]
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. https://robjhyndman.com/forecasting/
Monthly sales and advertising expenditure for an automotive parts company.
advertadvert
Data frame containing the following columns:
Monthly Advertising expenditure
Monthly sales volume
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Exercise 6.7. Exercise 8.1.
plot(sales ~ advert, data=advert)plot(sales ~ advert, data=advert)
Sales volume and advertising expenditure for a dietary weight control product.
advsalesadvsales
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Chapter 8.
Blattberg and Jeuland (1981).
plot(advsales)plot(advsales)
The classic Box & Jenkins airline data. Monthly totals of international airline passengers (1949–1960).
airpassairpass
A monthly time series, in thousands.
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Exercise 2.4, Chapter 3, Exercise 4.7.
Box, Jenkins and Reinsell (1994) Time series analysis: forecasting and control, 3rd edition, Holden-Day: San Francisco. Series G.
plot(airpass) seasonplot(airpass) tsdisplay(airpass)plot(airpass) seasonplot(airpass) tsdisplay(airpass)
Price, mileage, age and country of origin for 45 automobiles.
autoauto
This data frame contains the following columns:
Name of model
Country of manufacture
Mileage per gallon
Price of car at time of measurement
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, Wiley: New York. Chapter 2.
Consumer Reports, April 1990, pp.235-255.
plot(Price ~ Mileage, data=auto, pch=19, col=2) points(auto$Mileage[auto$Country=="USA"], auto$Price[auto$Country=="USA"], pch=19, col=4) legend(30,25000,legend=c("USA","Japan"), pch=19, col=c(4,2))plot(Price ~ Mileage, data=auto, pch=19, col=2) points(auto$Mileage[auto$Country=="USA"], auto$Price[auto$Country=="USA"], pch=19, col=4) legend(30,25000,legend=c("USA","Japan"), pch=19, col=c(4,2))
Deposits in a mutual savings bank in a large metropolitan area.
bankbank
Data frame containing the following columns:
End of month balance
Composite AAA bond rates
US Government 3-4 year bonds
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Chapter 6.
plot(bank)plot(bank)
Monthly Australian beer production: Jan 1991 – Aug 1995.
beerbeer
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Chapter 2.
plot(beer) seasonplot(beer) tsdisplay(beer)plot(beer) seasonplot(beer) tsdisplay(beer)
Annual bituminous coal production in the USA: 1920–1968.
bicoalbicoal
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Exercise 7.7.
tsdisplay(bicoal)tsdisplay(bicoal)
Daily sales of paperback and hardcover books at the same store.
booksbooks
Bivariate time series containing the following columns:
Number of paperback sales each day
Number of hardcover sales each day
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Exercise 4.5.
plot(books)plot(books)
Monthly dollar volume of sales on Boston stock exchange and combined New York and American stock exchange. January 1967 – November 1969.
bostonboston
Bivariate time series containing the following columns:
New York and American Stock Exchange dollar volume
Boston Stock Exchange dollar volume
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Exercise 6.5
McGee and Carleton (1970) Piecewise regression, Journal of the American Statistical Association, 65, 1109–1124.
plot(boston)plot(boston)
Australian quarterly clay brick production: 1956–1994.
bricksqbricksq
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Chapter 1 and Exercise 2.3.
plot(bricksq) seasonplot(bricksq) tsdisplay(bricksq)plot(bricksq) seasonplot(bricksq) tsdisplay(bricksq)
Canadian unemployment rate as a percentage of the civilian labor force between 1974 and the third quarter of 1975.
canadiancanadian
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Exercise 4.1.
plot(canadian)plot(canadian)
Seasonally adjusted quarterly capital expenditure and appropriations in U.S. manufacturing: 1953–1974.
capitalcapital
Bivariate time series containing the following columns:
Quarterly capital expenditure for US manufacturing.
Quarterly capital appropriations for US manufacturing.
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Chapter 8.
plot(capital)plot(capital)
Cement composition and heat data.
cementcement
Data frame containing the following columns:
Percentage by weight of component 1
Percentage by weight of component 2
Percentage by weight of component 3
Heat emitted in calories per gram of cement.
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Exercise 6.4
plot(cement)plot(cement)
Price of chicken in US (constant dollars): 1924–1993.
chickenchicken
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Chapter 9.
plot(chicken)plot(chicken)
Manufacturer's Stocks of evaporated and sweetened condensed milk.
condmilkcondmilk
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Exercise 7.5.
plot(condmilk) seasonplot(condmilk) tsdisplay(condmilk)plot(condmilk) seasonplot(condmilk) tsdisplay(condmilk)
Yearly copper prices, 1800–1997 (in constant 1997 dollars).
coppercopper
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Chapter 9.
plot(copper)plot(copper)
Monthly copper prices for 28 consecutive months (in constant 1997 dollars).
copper1copper1
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Chapter 9.
plot(copper1)plot(copper1)
Yearly copper prices for 14 consecutive years (in constant 1997 dollars).
copper2copper2
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Chapter 9.
plot(copper2)plot(copper2)
Yearly copper prices for 43 consecutive years (in constant 1997 dollars).
copper3copper3
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Chapter 9.
plot(copper3)plot(copper3)
Daily morning temperature of a cow. Measure at 6.30am for 75 consecutive mornings by counting chirps from a telemetric thermometer implanted in the cow. Data are chirps per 5-minute interval minus 800.
cowtempcowtemp
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Exercises 2.3 and 2.4.
Velleman, Paul. (1981) The ABC of EDA, Duxbury Press.
plot(cowtemp) tsdisplay(cowtemp)plot(cowtemp) tsdisplay(cowtemp)
Quarterly CPI (consumer price index) for Victoria: Q1 1980 to Q2 1995.
cpimelcpimel
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Exercise 8.7.
tsdisplay(cpimel)tsdisplay(cpimel)
Scores on manual dexterity test and production ratings for 20 workers.
dexterdexter
Data frame containing the following columns:
Test score for manual dexterity
Production rating
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Exercise 5.4
plot(production~score, data=dexter, pch=19, col=3)plot(production~score, data=dexter, pch=19, col=3)
Dow-Jones index on 251 trading days ending 26 Aug 1994.
djdj
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Chapter 7.
Brockwell and Davis (1996)
tsdisplay(dj)tsdisplay(dj)
Monthly total of people on unemployment benefits in Australia (Jan 1965 – Jul 1992).
doledole
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Exercise 2.3.
plot(dole) tsdisplay(dole)plot(dole) tsdisplay(dole)
Dow-Jones index, 28 Aug - 18 Dec 1972.
dowjonesdowjones
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Exercise 2.7.
tsdisplay(dowjones)tsdisplay(dowjones)
Electricity consumption and maximum temperature for 12 randomly chosen days.
econsumptioneconsumption
Data frame containing the following columns:
Daily electricity consumption (megawatt-hours)
Daily maximum temperature (degrees Celsius)
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Exercise 5.5
plot(Mwh ~ temp, data=econsumption, pch=19, col=4)plot(Mwh ~ temp, data=econsumption, pch=19, col=4)
Price of dozen eggs in US, 1900–1993, in constant dollars.
eggseggs
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Chapter 9.
plot(eggs)plot(eggs)
Sales of electric knives: Jan 1991 - April 1992.
ekniveseknives
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Exercise 4.2.
plot(eknives)plot(eknives)
Sales of Elco's laser printers: 1992–1998.
elcoelco
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Chapter 10.
plot(elco)plot(elco)
Australian monthly electricity production: Jan 1956 – Aug 1995.
elecelec
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Chapters 1–2, 7.
plot(elec) seasonplot(elec) tsdisplay(elec)plot(elec) seasonplot(elec) tsdisplay(elec)
Expenditure for 12 supermarket customers.
expenditureexpenditure
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Chapter 2.
hist(expenditure)hist(expenditure)
Monthly sales for a souvenir shop on the wharf at a beach resort town in Queensland, Australia.
fancyfancy
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Exercise 5.8.
plot(fancy) seasonplot(fancy)plot(fancy) seasonplot(fancy)
French index of industry.
frenchfrench
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Exercise 4.4.
plot(french)plot(french)
Monthly housing starts, construction contracts and average new home mortgage rates (Jan 1983 - Oct 1989).
housinghousing
Trivariate time series containing the following columns:
Monthly housing starts (thousands of units)
Construction contracts (millions of dollars)
Average new home mortgage rates
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Chapter 8.
Survey of current business, US Department of Commerce, 1990.
plot(housing)plot(housing)
Monthly sales of new one-family houses sold in the USA since 1973.
hsaleshsales
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Chapter 3.
US Census Bureau, Manufacturing and Construction Division
plot(hsales) plot(stl(hsales,"periodic"),main="Sales of new one-family houses, USA")plot(hsales) plot(stl(hsales,"periodic"),main="Sales of new one-family houses, USA")
Sales of new one-family houses in the USA (Jan 1987 – Nov 1995).
hsales2hsales2
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Exercise 7.10.
plot(hsales2) seasonplot(hsales2) tsdisplay(hsales2)plot(hsales2) seasonplot(hsales2) tsdisplay(hsales2)
Level of Lake Huron in feet (reduced by 570 feet): 1875–1972.
huronhuron
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Exercise 8.2.
plot(huron)plot(huron)
IBM sales and profit (1954-1984) and forecasts.
ibmibm
Time series data
IBM annual sales
IBM annual profit
Forecast of IBM sales made in 1984
Forecast of IBM profits made in 1984
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Chapter 9.
par(mfrow=c(2,1)) plot(ibm[,1], xlim=c(1954,2000), ylim=c(0,200), ylab="Sales (billions of $)", xlab="Year", type="o") lines(ibm[,3],col=2,type="o") plot(ibm[,2], xlim=c(1954,2000), ylim=c(-10,30), ylab="Profits (billions of $)", xlab="Year", type="o") lines(ibm[,4],col=2,type="o")par(mfrow=c(2,1)) plot(ibm[,1], xlim=c(1954,2000), ylim=c(0,200), ylab="Sales (billions of $)", xlab="Year", type="o") lines(ibm[,3],col=2,type="o") plot(ibm[,2], xlim=c(1954,2000), ylim=c(-10,30), ylab="Profits (billions of $)", xlab="Year", type="o") lines(ibm[,4],col=2,type="o")
Daily closing IBM stock price.
ibmcloseibmclose
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Exercise 7.2.
Box, Jenkins and Reinsell (1994) Time series analysis: forecasting and control, 3rd edition, Holden-Day: San Francisco.
tsdisplay(ibmclose)tsdisplay(ibmclose)
Input series for exercise 8.6.
inputinput
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Exercise 8.6.
plot(input)plot(input)
Number of users logged on to an internet server each minute over a 100-minute period.
internetinternet
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Chapter 7.
tsdisplay(internet)tsdisplay(internet)
Inventory demand for product E15.
invent15invent15
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Exercise 2.6. Also Chapter 4.
plot(invent15)plot(invent15)
Japanese motor vehicle production in thousand (1947–1989).
jcarsjcars
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Exercise 2.8. Chapter 8.
World motor vehicle data, Motor Vehicle Manufacturers of US Inc, Detroit, 1991.
plot(jcars) log.jcars <- BoxCox(jcars,0) jcars.f <- holt(log.jcars) plot(jcars.f)plot(jcars) log.jcars <- BoxCox(jcars,0) jcars.f <- holt(log.jcars) plot(jcars.f)
King Kong data.
kkongkkong
Data frame consisting of following columns
Weights of 21 gorillas
Heights of 21 gorillas
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Chapter 5. Exercise 5.6.
plot(weight~height, data=kkong, pch=19, col=2)plot(weight~height, data=kkong, pch=19, col=2)
Number of persons in the civilian labour force in Australia each month (Feb 1978 - Aug 1995).
labourlabour
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Exercise 3.8.
plot(labour) labour.stl <- stl(labour,10) plot(labour.stl) monthplot(labour.stl$time.series[,1],type="h")plot(labour) labour.stl <- stl(labour,10) plot(labour.stl) monthplot(labour.stl$time.series[,1],type="h")
Annual number of lynx trapped in McKenzie river district of northwest Canada: 1821–1934.
lynxlynx
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Exercise 2.3.
Campbell, M. J.and A. M. Walker (1977). A Survey of statistical work on the Mackenzie River series of annual Canadian lynx trappings for the years 1821–1934 and a new analysis. Journal of the Royal Statistical Society series A, 140, 411–431.
plot(lynx) tsdisplay(lynx)plot(lynx) tsdisplay(lynx)
Average monthly milk production per cow over 14 years (January 1962 - December 1975).
milkmilk
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Chapter 2.
Cryer (1986) Time series analysis, Duxbury Press: Belmont.
par(mfrow=c(2,1)) plot(milk,xlab="Year",ylab="pounds", main="Monthly milk production per cow") milk.adj <- milk/monthdays(milk)*365.25/12 plot(milk.adj,xlab="Year",ylab="pounds", main="Adjusted monthly milk production per cow")par(mfrow=c(2,1)) plot(milk,xlab="Year",ylab="pounds", main="Monthly milk production per cow") milk.adj <- milk/monthdays(milk)*365.25/12 plot(milk.adj,xlab="Year",ylab="pounds", main="Adjusted monthly milk production per cow")
Annual number of minks trapped in McKenzie river district of northwest Canada: 1848–1911.
minkmink
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Exercise 2.4.
tsdisplay(mink)tsdisplay(mink)
Bird mortality for 156 poultry farms, Aug 1995 - Jul 1996.
mortalmortal
Data frame containing the following columns:
Percentage of Type A birds for each farm.
Percentage mortality of all birds for each farm.
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Exercise 5.9
plot(mortality~typeA, data=mortal)plot(mortality~typeA, data=mortal)
Total room nights occupied and total monthly takings from accommodation at hotel, motel and guest house in Victoria, Australia: Jan 1980 - June 1995.
motelmotel
Bivariate time series containing the following columns:
Total room nights
Total monthly takings (thousands of dollars)
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Exercise 8.7.
plot(motel[,2], motel[,1], xlab="Room nights", ylab="Takings", pch=19, col=4)plot(motel[,2], motel[,1], xlab="Room nights", ylab="Takings", pch=19, col=4)
Monthly employment figures for the motion picture industry (SIC Code 78): Jan 1955 – Dec 1970.
motionmotion
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Exercise 7.9.
"Employment and earnings, US 1909–1978", Department of Labor, 1979.
plot(motion) seasonplot(motion) tsdisplay(motion)plot(motion) seasonplot(motion) tsdisplay(motion)
Nail prices, 1800–1996 in constant dollars.
nailnail
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Chapter 9.
plot(nail)plot(nail)
Oil prices in constant 1997 dollars: 1870–1997.
oilpriceoilprice
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Chapter 10.
plot(oilprice)plot(oilprice)
Winning times for the men's 400 m final in each Olympic Games: 1896–1996.
olympicolympic
Data frame containing the following columns:
Year of Olympics
Winning time in 400m final
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Exercise 5.7
plot(time~Year, data=olympic, pch=19, col=3)plot(time~Year, data=olympic, pch=19, col=3)
Ozone depletion and melanoma rates in various locations.
ozoneozone
Data frame containing the following columns:
Ozone depletion rates as percentages
Melanoma rates as percentages
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Exercise 5.3.
plot(ozonedep~melanoma, data=ozone, pch=19, col=2)plot(ozonedep~melanoma, data=ozone, pch=19, col=2)
Average monthly temperature in Paris.
parisparis
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Exercise 2.1.
plot(paris) seasonplot(paris) tsdisplay(paris)plot(paris) seasonplot(paris) tsdisplay(paris)
GDP for Western Europe and PCV industry sales.
pcvpcv
Bivariate time series consisting of the following columns
GDP Western Europe
PCV Industry sales
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Chapter 5.
plot(PCV~GDP, data=pcv, pch=20, col=2)plot(PCV~GDP, data=pcv, pch=20, col=2)
US monthly sales of petroleum and related product: Jan 1971 - Dec 1991.
petrolpetrol
Multivariate time series data:
Sales of chemicals and allied products
Sales of Bituminous coal products
Sales of petroleum and coal products
Sales of motor vehicles and parts
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Chapter 8.
plot(petrol)plot(petrol)
Monthly total number of pigs slaughtered in Victoria, Australia (Jan 1980 – Aug 1995).
pigspigs
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Chapter 7.
tsdisplay(pigs)tsdisplay(pigs)
Monthly sales of product A for a plastics manufacturer.
plasticsplastics
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Exercise 3.5.
plot(plastics) seasonplot(plastics) plot(stl(plastics,"periodic"))plot(plastics) seasonplot(plastics) plot(stl(plastics,"periodic"))
Monthly shipments of pollution equipment (in thousands of French francs), Jan 1986 – Oct 1996.
pollutionpollution
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Chapter 7.
tsdisplay(pollution)tsdisplay(pollution)
Sales of product C (a lubricant sold in large containers).
productCproductC
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Chapter 1.
plot(productC)plot(productC)
World pulp price and shipments.
pulppricepulpprice
Data frame consisting of following columns
World pulp shipments
World pulp price
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Chapter 5.
plot(shipments~price, data=pulpprice)plot(shipments~price, data=pulpprice)
Quarterly electricity production.
qelecqelec
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Exercise 3.4.
plot(decompose(qelec))plot(decompose(qelec))
Quarterly exports of a French company in thousands of francs.
qsalesqsales
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Exercise 3.7 and Table 4-7.
plot(qsales)plot(qsales)
Running times and maximal aerobic capacity for 14 female runners.
runningrunning
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Exercise 2.5.
Conley, Krahenbuhl, Burkett and Millar (1981) Physiological correlates of female road racing performance, Research Quarterly Exercise Sport, 52, 441–448.
plot(times~capacity, data=running, pch=19, col=2)plot(times~capacity, data=running, pch=19, col=2)
Sales data over 10 time periods.
salessales
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Chapter 5.
plot(sales,type="p") abline(lsfit(1:10,sales))plot(sales,type="p") abline(lsfit(1:10,sales))
Daily perceptual speed scores for a schizophrenic patient. The patient began receiving a powerful tranquilizer (chlorpromzaine) on the 61st day and continued receiving the drug for the remainder of the sample period. It is expected that this drug would reduce perceptual speed.
schizoschizo
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Exercise 8.8.
McCleary and Hay (1980).
plot(schizo)plot(schizo)
Sales of shampoo over a three year period.
shampooshampoo
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Chapter 3.
plot(shampoo)plot(shampoo)
Sheep population (in millions) of England and Wales: 1867–1939.
sheepsheep
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Exercise 7.6.
Kendall (1976).
tsdisplay(sheep)tsdisplay(sheep)
Electric can opener shipments.
shipship
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Chapter 4. Exercise 4.6.
plot(ship)plot(ship)
Shipments
shipexshipex
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Exercise 3.1
plot(shipex)plot(shipex)
Number of strikes in the US from 1951 to 1980.
strikesstrikes
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Exercise 7.4
Brockwell and Davis (1991)
tsdisplay(strikes)tsdisplay(strikes)
Telephone cost in San Francisco, New York: 1915–1996.
telephonetelephone
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Chapter 9.
plot(telephone)plot(telephone)
Price and per capita consumption of natural gas in 20 towns in Texas.
texasgastexasgas
Data frame containing the following columns:
Average price in cents per thousand cubic feet
Consumption per customer in thousand cubic feet.
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Exercise 5.10. Exercise 6.2.
plot(consumption ~ price, data=texasgas)plot(consumption ~ price, data=texasgas)
Monthly total deaths and serious injuries on UK roads: Jan 1975 – Dec 1984. In February 1983, new legislation came into force requiring seat belts to be worn.
ukdeathsukdeaths
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Chapter 8.
Harvey (1989)
plot(ukdeaths) seasonplot(ukdeaths) tsdisplay(ukdeaths)plot(ukdeaths) seasonplot(ukdeaths) tsdisplay(ukdeaths)
Monthly accidental deaths in USA.
usdeathsusdeaths
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Exercises 2.3 and 2.4.
plot(usdeaths) seasonplot(usdeaths) tsdisplay(usdeaths)plot(usdeaths) seasonplot(usdeaths) tsdisplay(usdeaths)
Monthly total generation of electricity by the U.S. electric industry (Jan 1985 - Oct 1996.
uselecuselec
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Exercise 7.8.
plot(uselec) seasonplot(uselec) tsdisplay(uselec)plot(uselec) seasonplot(uselec) tsdisplay(uselec)
US treasury bill contracts on the Chicago market for 100 consecutive trading days in 1981.
ustreasustreas
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Chapter 1.
plot(ustreas) tsdisplay(ustreas)plot(ustreas) tsdisplay(ustreas)
Real daily wages in pounds, England: 1260–1994.
wagesukwagesuk
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Chapter 9.
plot(wagesuk)plot(wagesuk)
Wheat prices in constant 1996 pounds: 1264–1996.
wheatwheat
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Chapter 9.
plot(wheat)plot(wheat)
White noise series.
wnwn
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Exercise 7.3.
tsdisplay(wn)tsdisplay(wn)
White noise time series with 36 values.
wnoisewnoise
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Chpater 7.
tsdisplay(wnoise)tsdisplay(wnoise)
Industry sales for printing and writing paper (in thousands of French francs): Jan 1963 – Dec 1972.
writingwriting
Time series data
Makridakis, Wheelwright and Hyndman (1998) Forecasting: methods and applications, John Wiley & Sons: New York. Chapter 7.
tsdisplay(writing) seasonplot(writing)tsdisplay(writing) seasonplot(writing)