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A speed test comparison of plyr, data.table, and dplyr | R-statistics blog
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Guest post by Jake Russ For a recent project I needed to make a simple sum calculation on a rather large data frame (0.8 GB, 4+ million rows, and ~80,000 groups). As an avid user of Hadley Wickham
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datatable, dplyr, reply, data, test, time, plyr, syntax, packages, package, sumpercent, pingback, speed, seconds, september, post, systemtimetest, july, simple, user, system, january, hadley, table, december, august, april, march, obs, max, type, ddply, typesubset, percenttotal, key, version, min, ill, subset, function, takes, june, recent, call, summarise, elapsed, states, attached, functions, october,
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org/web/packages/dplyr/index programming tags data /hadley/dplyr/graphs/commit-activity x86_64-w64-mingw32/x64 x86_64-pc-linux-gnu october 30 june 16 june 26 august 17 quality ecological statistics november 5 manipulator google group december 9 december 8 querying/reshaping/transforming data privacy policy recent official announcement reply tal galili july 6 july 25 =select january 19 january 20 january 28 running ubuntu 13 recent asa statement /data-table-cheat-sheet/ org/2014/01/17/introducing-dplyr/ solutions blog leave shane lynn pingback attached base packages image credit link dplyrmarkr shannon callan setting future plans reply dan keshet reply alex zolotovitski reply sean bergstedt reply arun srinivasan reply eugine kang reply mohit ranjan open source stuff trey causey tweeted primary tool kit average complexity transformations reply matt dowle programming questions utf-8 lc_collate=en_us utf-8 lc_messages=en_us guest post utf-8 [5] lc_monetary=nl_nl
Questions {โ}
- 24 Data Science Resources to Keep Your Finger on the Pulse - Bazaar Lovers on What is R?
- But whatโs frustrating other than that?
- Did the dplyr package change substantially since September?
- For the second point, why are there multiple ways to specify i, j, and k parameters?
- How to draw a candlestick chart in R?
- How to make a Financial Times Plot with ggplot2 in R?
- It looks he still did not fix it?
- On (1) I suspect you think that setkey() is necessary before grouping?
- Perhaps, there is a way to do this that I missed in the documentation?
- What different ways of specifying i, j and k are there?
- Table Vs Dplyr: Can One Do Something Well The Other Can't Or Does Poorly?
- Table are not possible through dplyr interface (yet?
- Table mailing list?
- Table syntax is frustrating?
- Table vs dplyr: can one do something well the other can't or does poorly?
- Table vs dplyr: can one do something well the other canโt or does poorly?
- Table vs dplyr: ะผะพะถะตั ะปะธ ััะพ-ัะพ ัะดะตะปะฐัั ั ะพัะพัะพ, ะฐ ะดััะณะพะต ะฟะปะพั ะพ ะธะปะธ ะฟะปะพั ะพ?
- Table) and worked through the examples at the prompt?
- ๋์์ ๋ฌด์์ ๋๊น?
- ๋ด๋๋ก ๊ทธ๋จ์ ์ด๋์์์๋ฅผ๊น์?
- ์ผ๋ถ๋ Google ๋ฌธ์ ์คํ๋ ๋ ์ํธ๋ฅผ ์ฌ์ฉํ์ฌ ํต๊ณ ์์ ์ ์ํํ๊ณ ๋ค๋ฅธ ์ฌ๋๊ณผ ๊ณต์ ํฉ๋๊น?
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