[R] Sum data according to date in sequence
roslinazairimah zakaria
ro@||n@ump @end|ng |rom gm@||@com
Fri Nov 3 02:49:57 CET 2023
Hi all,
This is the data:
> dput(head(dt1,20))structure(list(StationName = c("PALO ALTO CA / CAMBRIDGE #1",
"PALO ALTO CA / CAMBRIDGE #1", "PALO ALTO CA / CAMBRIDGE #1",
"PALO ALTO CA / CAMBRIDGE #1", "PALO ALTO CA / CAMBRIDGE #1",
"PALO ALTO CA / CAMBRIDGE #1", "PALO ALTO CA / CAMBRIDGE #1",
"PALO ALTO CA / CAMBRIDGE #1", "PALO ALTO CA / CAMBRIDGE #1",
"PALO ALTO CA / CAMBRIDGE #1", "PALO ALTO CA / CAMBRIDGE #1",
"PALO ALTO CA / CAMBRIDGE #1", "PALO ALTO CA / CAMBRIDGE #1",
"PALO ALTO CA / CAMBRIDGE #1", "PALO ALTO CA / CAMBRIDGE #1",
"PALO ALTO CA / CAMBRIDGE #1", "PALO ALTO CA / CAMBRIDGE #1",
"PALO ALTO CA / CAMBRIDGE #1", "PALO ALTO CA / CAMBRIDGE #1",
"PALO ALTO CA / CAMBRIDGE #1"), date = c("1/14/2016", "1/14/2016",
"1/14/2016", "1/15/2016", "1/15/2016", "1/15/2016", "1/15/2016",
"1/16/2016", "1/16/2016", "1/16/2016", "1/16/2016", "1/16/2016",
"1/16/2016", "1/16/2016", "1/17/2016", "1/17/2016", "1/17/2016",
"1/17/2016", "1/17/2016", "1/18/2016"), time = c("12:09", "19:50",
"20:22", "8:25", "14:23", "18:17", "21:46", "10:19", "12:12",
"14:12", "16:22", "19:16", "19:19", "20:24", "9:54", "12:16",
"13:53", "19:03", "22:00", "8:58"), EnergykWh = c(4.680496, 6.272414,
1.032782, 11.004884, 10.096824, 6.658797, 4.808874, 1.469384,
2.996239, 0.303222, 4.988339, 8.131804, 0.117156, 3.285669, 1.175608,
3.677487, 1.068393, 8.820755, 8.138583, 9.0575)), row.names = c(NA,
20L), class = "data.frame")
I would like to sum EnergykW data by the date. E.g. all values for
EnergykWh on 1/14/2016
On Fri, Nov 3, 2023 at 8:10 AM jim holtman <jholtman using gmail.com> wrote:
> How about send a 'dput' of some sample data. My guess is that your date
> is 'character' and not 'Date'.
>
> Thanks
>
> Jim Holtman
> *Data Munger Guru*
>
>
> *What is the problem that you are trying to solve?Tell me what you want to
> do, not how you want to do it.*
>
>
> On Thu, Nov 2, 2023 at 4:24 PM roslinazairimah zakaria <
> roslinaump using gmail.com> wrote:
>
>> Dear all,
>>
>> I have this set of data. I would like to sum the EnergykWh according date
>> sequences.
>>
>> > head(dt1,20) StationName date time EnergykWh
>> 1 PALO ALTO CA / CAMBRIDGE #1 1/14/2016 12:09 4.680496
>> 2 PALO ALTO CA / CAMBRIDGE #1 1/14/2016 19:50 6.272414
>> 3 PALO ALTO CA / CAMBRIDGE #1 1/14/2016 20:22 1.032782
>> 4 PALO ALTO CA / CAMBRIDGE #1 1/15/2016 8:25 11.004884
>> 5 PALO ALTO CA / CAMBRIDGE #1 1/15/2016 14:23 10.096824
>> 6 PALO ALTO CA / CAMBRIDGE #1 1/15/2016 18:17 6.658797
>> 7 PALO ALTO CA / CAMBRIDGE #1 1/15/2016 21:46 4.808874
>> 8 PALO ALTO CA / CAMBRIDGE #1 1/16/2016 10:19 1.469384
>> 9 PALO ALTO CA / CAMBRIDGE #1 1/16/2016 12:12 2.996239
>> 10 PALO ALTO CA / CAMBRIDGE #1 1/16/2016 14:12 0.303222
>> 11 PALO ALTO CA / CAMBRIDGE #1 1/16/2016 16:22 4.988339
>> 12 PALO ALTO CA / CAMBRIDGE #1 1/16/2016 19:16 8.131804
>> 13 PALO ALTO CA / CAMBRIDGE #1 1/16/2016 19:19 0.117156
>> 14 PALO ALTO CA / CAMBRIDGE #1 1/16/2016 20:24 3.285669
>> 15 PALO ALTO CA / CAMBRIDGE #1 1/17/2016 9:54 1.175608
>> 16 PALO ALTO CA / CAMBRIDGE #1 1/17/2016 12:16 3.677487
>> 17 PALO ALTO CA / CAMBRIDGE #1 1/17/2016 13:53 1.068393
>> 18 PALO ALTO CA / CAMBRIDGE #1 1/17/2016 19:03 8.820755
>> 19 PALO ALTO CA / CAMBRIDGE #1 1/17/2016 22:00 8.138583
>> 20 PALO ALTO CA / CAMBRIDGE #1 1/18/2016 8:58 9.057500
>>
>> I have tried this:
>> library(dplyr)
>> sums <- dt1 %>%
>> group_by(date) %>%
>> summarise(EnergykWh = sum(EnergykWh))
>>
>> head(sums,20)
>>
>> The date is not by daily sequence but by year sequence.
>>
>> > head(sums,20)# A tibble: 20 × 2
>> date EnergykWh
>> <chr> <dbl> 1 1/1/2017 25.3 2 1/1/2018 61.0 3
>> 1/1/2019 0.627 4 1/1/2020 10.7 5 1/10/2017 69.4 6
>> 1/10/2018 54.5 7 1/10/2019 49.1 8 1/10/2020 45.9 9
>> 1/11/2017 73.9 10 1/11/2018 53.3 11 1/11/2019 93.5 12
>> 1/11/2020 66.7 13 1/12/2017 78.6 14 1/12/2018 42.2 15
>> 1/12/2019 22.7 16 1/12/2020 80.9 17 1/13/2017 85.6 18
>> 1/13/2018 46.4 19 1/13/2019 40.0 20 1/13/2020 121.
>>
>>
>>
>> Thank you very much for any help given.
>>
>>
>> --
>> *Roslinazairimah Zakaria*
>> *Tel: +609-5492370; Fax. No.+609-5492766*
>>
>> *Email: roslinazairimah using ump.edu.my <roslinazairimah using ump.edu.my>;
>> roslinaump using gmail.com <roslinaump using gmail.com>*
>> Faculty of Industrial Sciences & Technology
>> University Malaysia Pahang
>> Lebuhraya Tun Razak, 26300 Gambang, Pahang, Malaysia
>>
>> [[alternative HTML version deleted]]
>>
>> ______________________________________________
>> R-help using r-project.org mailing list -- To UNSUBSCRIBE and more, see
>> https://stat.ethz.ch/mailman/listinfo/r-help
>> PLEASE do read the posting guide
>> http://www.R-project.org/posting-guide.html
>> and provide commented, minimal, self-contained, reproducible code.
>>
>
--
*Roslinazairimah Zakaria*
*Tel: +609-5492370; Fax. No.+609-5492766*
*Email: roslinazairimah using ump.edu.my <roslinazairimah using ump.edu.my>;
roslinaump using gmail.com <roslinaump using gmail.com>*
Faculty of Industrial Sciences & Technology
University Malaysia Pahang
Lebuhraya Tun Razak, 26300 Gambang, Pahang, Malaysia
[[alternative HTML version deleted]]
More information about the R-help
mailing list