Published October 12, 2020
| Version v0.21.8
Software
Open
JuliaData/DataFrames.jl: v0.21.8
Creators
- John Myles White1
- Bogumił Kamiński2
- powerdistribution
- Milan Bouchet-Valat3
- Sean Garborg
- Jacob Quinn
- Simon Kornblith4
- cjprybol
- Alexey Stukalov5
- Douglas Bates6
- Tom Short7
- Chris DuBois
- Harlan Harris
- Kevin Squire8
- Alex Arslan9
- pdeffebach
- David Anthoff10
- Dave Kleinschmidt11
- Andreas Noack12
- Viral B. Shah13
- Alex Mellnik
- Takafumi Arakaki
- Tanmay Mohapatra
- Peter
- Stefan Karpinski14
- Dahua Lin15
- timema
- ExpandingMan
- Florian Oswald16
- 1. Facebook
- 2. SGH Warsaw School of Economics
- 3. Franch Institute for Demographic Studies (Ined)
- 4. Google
- 5. Technical University of Munich
- 6. University of Wisconsin
- 7. Electric Power Research Institute
- 8. SecondSpectrum
- 9. Beacon Biosignals
- 10. University of California, Berkeley
- 11. Rutgers University
- 12. @JuliaComputing
- 13. Julia Computing
- 14. @JuliaComputing / @NYU-MSDSE-SWG
- 15. The Chinese University of Hong Kong
- 16. Sciences Po
Description
DataFrames v0.21.8
Closed issues:
- DOC: comparison between Datafeames.jl, pandas, and r data.fame objects (#392)
- Dataframes with wide columns have poor plain/text representations (#1272)
- Cheat sheet for R users. (#1530)
- Corner case for show of a data frame in REPL (#1779)
- Define
isapprox
for DataFrames (#1998) - any or all in dropmissing (#2219)
- Support extended help? (#2248)
- Index a grouped data frame by a vector of pairs (#2264)
GroupKey
andDataFrameRow
toNamedTuple
(#2305)- Type inference bug in combine (#2351)
- Docstring for constructor not accurate about Tables (#2361)
- do we want to limit column size to 32 characters in text/plain display (#2389)
- A nice looking cheat sheet (#2393)
- Allow passing type as a column selector of a data frame (#2395)
- add a kwarg to reuse the input column names in cols => fun in select/transform/combine (#2396)
- Transform long data set to wide with values in multiple columns (#2405)
- a function similar to pandas.DataFrame.fillna (#2407)
- do we want combine(df, pair) to behave the same way as combine(pair, df)? (#2409)
propertynames
doesn't error with positional arguments (#2425)- Should there be a quality for packages to be included in the doc? (#2431)
- Implement dplyr's relocate (#2432)
- [BREAKING] Disallow integer arguments in select/transform/combine (#2436)
- Add ByRow() and ByCol() to have explicit operations row-wise and column-wise (#2441)
- Transposition (#2444)
- Add
columnindex
for selectors such asBetween
(#2448) - Improve documentation of column selectors (#2450)
- ByRow without columns (#2457)
droprows
keeprows
(#2460)- support vector values instead of scalar or categorical only? (#2470)
- leftjoin - UndefVarError: leftjoin not defined (#2473)
- mapcols!() fails when DataFrame is empty (#2474)
- Missing favicon.ico in the docs (#2477)
- Transform performance (#2479)
Merged pull requests:
- Index to grouped data frame using
Dict
s (#2281) (@pdeffebach) - Add pandas comparison (#2378) (@tk3369)
- add view to filter, sort, dropmissing, and unique (#2386) (@bkamins)
- Update CONTRIBUTING.md (#2387) (@bkamins)
- Adding support for rich display of Markdown cells in HTML and LaTeX output (redux) (#2390) (@NicholasWMRitchie)
- [BREAKING] Change
stack
to create aPooledArray{String}
column by default (#2391) (@nalimilan) - add in for GroupKeys (#2392) (@bkamins)
- [BREAKING] Deprecate
categorical
andcategorical!
(#2394) (@nalimilan) - add suffix to select/transform/combine (#2397) (@bkamins)
- change kwarg rename to renamecols in joins (#2398) (@bkamins)
- fix wrong docstring that was a leftover of changing the aggregation rules (#2399) (@bkamins)
- add Type to names as cols (#2400) (@bkamins)
- [BREAKING] deprecate name => fun in favor of fun => name in describe (#2401) (@bkamins)
- Fix typo in docstring of
stack
(#2402) (@Sh4pe) - allow to flexibly change the display width limit (#2403) (@bkamins)
- [BREAKING] Stop reexporting CategoricalArrays (#2404) (@nalimilan)
- Remove the duplicated line. (#2406) (@crayxt)
- Add a reference to Impute.jl (#2408) (@bkamins)
- Replaced ParquetFiles.jl with Parquet.jl (#2411) (@xiaodaigh)
- Update index.md to include AutoMLPipeline (#2415) (@ppalmes)
- Add canonical URL to manual (#2418) (@nalimilan)
- fix --- whih renders incorrectly in the docs (#2421) (@bkamins)
- Left align pandas comparison tables (#2426) (@tk3369)
- Update dplyr example in comparisons.md (#2428) (@bkamins)
- make schema(df) faster by using less allocation (#2430) (@OkonSamuel)
- Remove mutating examples for adding new columns (#2434) (@tk3369)
- [BREAKING] Use DataAPI.refpool for optimized grouping (#2442) (@nalimilan)
- Fix a typo for outerjoin(); no :kind argument. (#2445) (@petershintech)
- add only (#2449) (@bkamins)
- Use ComposedFunction public API (#2451) (@tkf)
- Add canonical links to old docs (#2452) (@nalimilan)
- Add canonical URL to other pages (#2453) (@nalimilan)
- Add missing entry to NEWS.md about
only
support (#2454) (@bkamins) - Allow multicolumn transformations for AbstractDataFrame (#2461) (@bkamins)
- improve references to indexing rules in the manual (#2462) (@bkamins)
- Improve docstring of DataFrame (#2463) (@bkamins)
- fix setproperty! for data frame (#2466) (@bkamins)
- New recommendations in contributing guidelines (#2468) (@bkamins)
- Change Travis link (#2471) (@bkamins)
- mapcols!(): exit early if no columns (#2475) (@alyst)
- allow passing empty sets of columns to ByRow and filter (#2476) (@bkamins)
- add favicon to documentation assets and make.jl (#2478) (@wolthom)
Files
JuliaData/DataFrames.jl-v0.21.8.zip
Files
(317.2 kB)
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Additional details
Related works
- Is supplement to
- https://github.com/JuliaData/DataFrames.jl/tree/v0.21.8 (URL)