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Graphs
ID380
TitleTime series of membership at the Shanghai Rotary Club
Year Start1920
Year End1935
DateSaturday 12 October 2019
Description

Based on the following dataset, the attached time series trace the evolution of membership at the Rotary Club of Shanghai over the period May 1920-September 1935 (inclusive).

  • The first graph simply plots the original time series using R Studio function "plot.ts() (maintaining missing data)
  • The second graph plots the same time series using function "na_interpol" from R package "imputeTS" to fill missing data
  • The third graph plots the same time series transformed into an additive model after calculating the natural lof of the original data using "log()" function. 
  • The fourth graph plots the smoothed time series based a smoothing average of order n = 8 - using the function "SMA()" from R package "TTR" and "na_interpol" from R package "imputeTS" to fill missing data 
  • The fifth graph plots the decomposed time series - using R function "decompose()" 
  • The sixth and last graph plots the same series after seasonal adjusting
Keywordstime series ; membership ; Rotary ; club ; Shanghai ; season ; trend ;
URLhttps://madspace.org/cooked/Tables?ID=266
LanguageEnglish
Image

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