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R to JSON: long vs. wide data.frame comparison
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{ | |
"date" : [ | |
"1997-01-31", | |
"1997-02-28", | |
"1997-03-31", | |
"1997-04-30", | |
"1997-05-31", | |
"1997-01-31", | |
"1997-02-28", | |
"1997-03-31", | |
"1997-04-30", | |
"1997-05-31" | |
], | |
"variable" : [ | |
"Convertible.Arbitrage", | |
"Convertible.Arbitrage", | |
"Convertible.Arbitrage", | |
"Convertible.Arbitrage", | |
"Convertible.Arbitrage", | |
"CTA.Global", | |
"CTA.Global", | |
"CTA.Global", | |
"CTA.Global", | |
"CTA.Global" | |
], | |
"value" : [ | |
0.0119, | |
0.0123, | |
0.0078, | |
0.0086, | |
0.0156, | |
0.0393, | |
0.0298, | |
-0.0021, | |
-0.017, | |
-0.0015 | |
] | |
} |
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### Load and format data | |
require(PerformanceAnalytics) | |
data(edhec) | |
# first 2 columns and first 5 rows of edhec as a data frame | |
edhec_wide<-data.frame(date=index(edhec),coredata(edhec))[1:5,1:3] | |
edhec_wide$date<-as.character(edhec_wide$date) | |
# edhec_wide melted to long format | |
edhec_long<-melt(edhec_wide,id.vars='date') | |
# convert to JSON | |
require(RJSONIO) | |
cat(toJSON(edhec_wide,pretty=TRUE),file='edhec_wide.json') | |
cat(toJSON(edhec_long,pretty=TRUE),file='edhec_long.json') |
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{ | |
"date" : [ | |
"1997-01-31", | |
"1997-02-28", | |
"1997-03-31", | |
"1997-04-30", | |
"1997-05-31" | |
], | |
"Convertible.Arbitrage" : [ | |
0.0119, | |
0.0123, | |
0.0078, | |
0.0086, | |
0.0156 | |
], | |
"CTA.Global" : [ | |
0.0393, | |
0.0298, | |
-0.0021, | |
-0.017, | |
-0.0015 | |
] | |
} |
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