[R-SIG-Finance] Fwd: dataset to xts conversion issue with timeseries data
Aritra Pan
aritrapan at vgsom.iitkgp.ernet.in
Fri May 13 06:31:45 CEST 2016
Sorry, if it is becoming duplicate message. Any suggestion will be highly appreciated.
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Thanks,
Aritra
----- Original Message -----
From: "Aritra Pan" <aritrapan at vgsom.iitkgp.ernet.in>
To: "R-SIG-Finance" <r-sig-finance-bounces at r-project.org>
Sent: Thursday, May 12, 2016 11:28:41 AM
Subject: [R-SIG-Finance] dataset to xts conversion issue with timeseries data
Hello Members,
I am hoping if I can get few suggestions on the issue I am facing.
I am taking data from server using Rblpapi package for 40-50 securities. The data looks like below:
times askValue askSize stockName Type
01/02/2016 9:15 91.8 500 ABCD IS Equity Ask
01/02/2016 9:15 92.4 1420 ABCD IS Equity Ask
01/02/2016 9:15 92.2 5000 ABCD IS Equity Ask
01/02/2016 9:15 91.9 6524 ABCD IS Equity Ask
01/02/2016 9:15 91.9 11524 ABCD IS Equity Ask
01/02/2016 9:15 92.05 6824 ABCD IS Equity Ask
ABCD IS - any security (assume).
Now this data is coming in standard dataset format to R from data server. When I try to convert it to XTS it becomes like below
askValue askSize stockName askType
01/02/2016 9:15 " 91.80" " 500" "ABCD IS Equity" "Ask"
01/02/2016 9:15 "474.45" " 300" "EFGH IS Equity" "Ask"
01/02/2016 9:15 "455.00" " 100" "XYZW IS Equity" "Ask"
01/02/2016 9:15 "101.50" " 2799" "MNP IS Equity" "Ask"
01/02/2016 9:15 "194.95" " 1600" "IJK IS Equity" "Ask"
01/02/2016 9:15 "293.45" " 13" "PQRS IS Equity" "Ask"
You can see the the column name "times" is becoming here index. And that's why after data conversion to xts object I am not able to match my quote data which are bid dataset and ask dataset.
Can anyone please suggest on this data set to xts conversion.
PS: When I am downloading data in excel and then transforming data from excel to xts then it is working fine.
Date Type Price Size
1 01/03/2016 9:15 ASK 538.9 50
2 01/03/2016 9:15 ASK 538.8 75
3 01/03/2016 9:15 ASK 538.7 50
4 01/03/2016 9:15 ASK 538.3 75
5 01/03/2016 9:15 ASK 538.85 798
6 01/03/2016 9:15 ASK 538.9 93
But as I am trying to run for multiple stocks data download script at same time and it is high-frequency data, so I am using R script to download data from server to R directly skipping excel using Rblpapi package.
--
Thanks,
Aritra
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