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references.bib
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@article{knuth84,
author = {Knuth, Donald E.},
title = {Literate Programming},
year = {1984},
issue_date = {May 1984},
publisher = {Oxford University Press, Inc.},
address = {USA},
volume = {27},
number = {2},
issn = {0010-4620},
url = {https://doi.org/10.1093/comjnl/27.2.97},
doi = {10.1093/comjnl/27.2.97},
journal = {Comput. J.},
month = may,
pages = {97–111},
numpages = {15}
}
@article{bhht3,
author = {Laouenan, Morgane and Bhargava, Palaash and Eyméoud, Jean-Benoît and Gergaud, Olivier and Plique, Guillaume and Wasmer, Etienne},
title = {A cross-verified database of notable people, 3500BC-2018AD},
journal = {Scientific Data},
publisher = {Nature Publishing Group},
year = {2022},
month = {Jun},
day = {09},
volume = {9},
number = {1},
pages = {290},
issn = {2052-4463},
doi = {10.1038/s41597-022-01369-4},
url = {https://doi.org/10.1038/s41597-022-01369-4}
}
@online{robitzskiGenKidsApparently2021,
title = {Gen Z Kids Apparently Don't Understand How File Systems Work},
url = {https://futurism.com/the-byte/gen-z-kids-file-systems},
abstract = {"These are smart kid. They're doing astrophysics. They get stuff. But they were not getting this."},
titleaddon = {Futurism},
author = {Robitzski, Dan},
urldate = {2023-01-09},
date = {2021-09-24},
}
@misc{punched2023,
title = {Punched card input/output},
year = {2023},
month = {01},
date = {2023-01-08},
url = {https://en.wikipedia.org/w/index.php?title=Punched_card_input/output&oldid=1132250858},
note = {Page Version ID: 1132250858},
langid = {en}
}
@online{positpbcQuartoMarkdownBasics2023,
title = {Quarto - Markdown Basics},
url = {https://quarto.org/docs/authoring/markdown-basics.html},
abstract = {Quarto is based on Pandoc and uses its variation of markdown as its underlying document syntax. Pandoc markdown is an extended and slightly revised version of John Gruber’s Markdown syntax.},
author = {{Posit PBC}},
urldate = {2023-01-09},
date = {2023},
langid = {english},
file = {Snapshot:/home/susan/.Zotero/storage/9MLQQPMX/markdown-basics.html:text/html},
}
@online{xieFirstNotebookWar2018,
title = {The First Notebook War},
url = {https://yihui.org/en/2018/09/notebook-war/},
abstract = {Last week I learned about an interesting {JupyterCon} talk given by Joel Grus titled \“I Don\’t Like Notebooks\”. I\’d applaud the open-mindedness of the conference committee to \…},
author = {Xie, Yihui},
urldate = {2023-01-09},
date = {2018-09-10},
langid = {english},
file = {Snapshot:/home/susan/.Zotero/storage/VFRVZPLD/notebook-war.html:text/html},
}
@book{py4e,
address = {Ann Arbor, MI},
title = {Python for {Everybody}: {Exploring} {Data} in {Python} 3},
isbn = {978-1-5300-5112-0},
shorttitle = {Python for {Everybody}},
language = {English},
publisher = {CreateSpace Independent Publishing Platform},
author = {Severance, Dr Charles Russell},
editor = {Blumenberg, Sue and Hauser, Elliott},
collaborator = {Andrion, Aimee},
month = apr,
year = {2016},
url = {https://www.py4e.com/html3/}
}
@article{ihakaFutureHistory1998,
title = {R : Past and Future History},
url = {https://www.stat.auckland.ac.nz/~ihaka/downloads/Interface98.pdf},
abstract = {R began as an experiment in trying to use the methods of Lisp implementors to build a small testbed which could be used to trial some ideas on how a statistical environment might be built. Early on, the decision was made to use an S-like syntax. Once that decision was made, the move toward being more and more like S has been irresistible.},
author = {Ihaka, Ross},
date = {1998},
langid = {english},
file = {Ihaka - R Past and Future History.pdf:/home/susan/.Zotero/storage/45Y2GF8J/Ihaka - R Past and Future History.pdf:application/pdf},
}
@video{tomscottWhyTRUETRUE2020,
title = {Why {{TRUE}} + {{TRUE}} = 2: {{Data Types}}},
shorttitle = {Why {{TRUE}} + {{TRUE}} = 2},
editor = {{Tom Scott}},
date = {2020-02-03},
url = {https://www.youtube.com/watch?v=6otW6OXjR8c},
urldate = {2022-05-18},
editortype = {director}
}
@online{ryanAnswerHowDetect2009,
title = {Answer to "How do I detect whether a variable is a function?"},
url = {https://stackoverflow.com/a/624948/2859168},
shorttitle = {Answer to "How do I detect whether a variable is a function?},
titleaddon = {Stack Overflow},
author = {Ryan},
urldate = {2023-01-10},
date = {2009-03-09},
}
@book{matloffArtProgrammingTour2011,
title = {The Art of R Programming: A Tour of Statistical Software Design},
isbn = {978-1-59327-384-2},
url = {https://books.google.com/books?id=o2aLBAAAQBAJ},
series = {No Starch Press Series},
publisher = {No Starch Press},
author = {Matloff, N.},
date = {2011},
lccn = {2011025598},
}
@online{frippAnswerPythonPandas2016,
title = {Answer to "python pandas dataframe, is it pass-by-value or pass-by-reference"},
url = {https://stackoverflow.com/a/38925257/2859168},
titleaddon = {Stack Overflow},
author = {Fripp, Matthias},
urldate = {2023-01-10},
date = {2016-08-12},
}
@Article{tidy-data,
author = {Hadley Wickham},
issue = {10},
journal = {The Journal of Statistical Software},
selected = {TRUE},
title = {Tidy data},
url = {http://www.jstatsoft.org/v59/i10/},
volume = {59},
year = {2014},
bdsk-url-1 = {http://www.jstatsoft.org/v59/i10/},
}
@online{mathisfunHowMultiplyMatrices2021,
title = {How to Multiply Matrices},
url = {https://www.mathsisfun.com/algebra/matrix-multiplying.html},
titleaddon = {Math Is Fun},
author = {{MathIsFun.com}},
urldate = {2023-01-10},
date = {2021},
file = {How to Multiply Matrices:/home/susan/.Zotero/storage/D9N2EZL5/matrix-multiplying.html:text/html},
}
@online{datamentorRecursion2017,
title = {R Recursion},
url = {https://www.datamentor.io/r-programming/recursion/},
abstract = {In this tutorial, you will learn to create a recursive function (a function that calls itself) in R programming.},
titleaddon = {{DataMentor}},
author = {{DataMentor}},
urldate = {2023-01-10},
date = {2017-11-24},
langid = {american},
note = {Section: R Programming},
file = {Snapshot:/home/susan/.Zotero/storage/AWGQWL6Z/recursion.html:text/html},
}
@online{parewalabspvtPythonRecursion2020,
title = {Python Recursion},
url = {https://www.programiz.com/python-programming/recursion},
titleaddon = {Learn Python Interactively},
author = {{Parewa Labs Pvt. Ltd.}},
urldate = {2023-01-10},
date = {2020},
file = {Python Recursion (Recursive Function):/home/susan/.Zotero/storage/PHI2FNP5/recursion.html:text/html},
}
@online{monteiroImproveHowYou2019a,
title = {Improve how you code: Understanding Rubber Duck Debugging},
url = {https://duckly.com/blog/improve-how-to-code-with-rubber-duck-debugging/},
shorttitle = {Improve how you code},
abstract = {Improve how you code and learn more about the programming methodology Rubber Duck Debugging that makes it easy to understand complex concepts and fix bugs.},
titleaddon = {Duckly Blog},
author = {Monteiro, Thiago},
urldate = {2023-01-11},
date = {2019-10-31},
langid = {english},
file = {Snapshot:/home/susan/.Zotero/storage/58VSEDHN/improve-how-to-code-with-rubber-duck-debugging.html:text/html},
}
@Misc{DefensiveProgramming2022,
author = {{Wikipedia Contributors}},
title = {Defensive programming},
month = apr,
year = {2022},
note = {Page Version ID: 1084121123},
copyright = {Creative Commons Attribution-ShareAlike License},
file = {Snapshot:/home/susan/.Zotero/storage/H7MHHRHB/Defensive_programming.html:text/html},
journal = {Wikipedia},
language = {en},
publisher = {Wikimedia Foundation},
url = {https://en.wikipedia.org/w/index.php?title=Defensive_programming&oldid=1084121123},
urldate = {2022-05-31},
}
@book{wickhamPackagesOrganizeTest2015,
address = {Sebastopol, CA},
edition = {1},
title = {R {Packages}: {Organize}, {Test}, {Document}, and {Share} {Your} {Code}},
isbn = {978-1-4919-1059-7},
shorttitle = {R packages},
url = {https://r-pkgs.org/},
urldate = {2022-09-23},
publisher = {O'Reilly},
author = {Wickham, Hadley and Bryan, Jennifer},
year = {2015},
}
@book{beuzenPythonPackages2022,
address = {Boca Raton},
edition = {1st edition},
title = {Python {Packages}},
isbn = {978-1-03-202944-3},
url = {https://py-pkgs.org/},
language = {English},
publisher = {Chapman and Hall/CRC},
author = {Beuzen, Tomas and Timbers, Tiffany},
month = apr,
year = {2022},
}
@misc{nasserUserFistName2020,
type = {Tweet},
title = {user.fist\_name https://t.co/{lxrf3IFO4x}},
url = {https://twitter.com/Nasser_Junior/status/1295805928315531264},
language = {en},
urldate = {2022-09-21},
journal = {Twitter},
author = {{Nasser\_Junior}},
month = aug,
year = {2020},
}
@misc{evansDebuggingManifestoHttps2022,
type = {Tweet},
title = {a debugging manifesto https://t.co/{3eSOFQj1e1}},
url = {https://twitter.com/b0rk/status/1570060516839641092},
language = {it},
urldate = {2022-09-21},
journal = {Twitter},
author = {Evans, Julia},
month = sep,
year = {2022},
}
@misc{monteiroImproveHowYou2019,
title = {Improve how you code: {Understanding} {Rubber} {Duck} {Debugging}},
shorttitle = {Improve how you code},
url = {https://duckly.com/blog/improve-how-to-code-with-rubber-duck-debugging/},
abstract = {Improve how you code and learn more about the programming methodology Rubber Duck Debugging that makes it easy to understand complex concepts and fix bugs.},
language = {en},
urldate = {2022-09-21},
journal = {Duckly Blog},
author = {Monteiro, Thiago},
month = oct,
year = {2019},
file = {Snapshot:/home/susan/.Zotero/storage/I3MCXWRZ/improve-how-to-code-with-rubber-duck-debugging.html:text/html},
}
@misc{evansDebuggingStrategyReread2022,
type = {Tweet},
title = {debugging strategy: reread the error message https://t.co/{2BZHhPg04h}},
url = {https://twitter.com/b0rk/status/1570463473011920897},
language = {en},
urldate = {2022-09-21},
journal = {Twitter},
author = {Evans, Julia},
month = sep,
year = {2022},
}
@misc{evansDebuggingStrategyWrite2022,
type = {Tweet},
title = {debugging strategy: write a unit test https://t.co/{mC01DBNyM3}},
url = {https://twitter.com/b0rk/status/1561718747504803842},
language = {en},
urldate = {2022-09-21},
journal = {Twitter},
author = {Evans, Julia},
month = aug,
year = {2022},
file = {Snapshot:/home/susan/.Zotero/storage/YSLKBZEA/1561718747504803842.html:text/html},
}
@misc{evansDebuggingStrategyCome2022,
type = {Tweet},
title = {debugging strategy: come up with one question https://t.co/{2Lytzl4laQ}},
url = {https://twitter.com/b0rk/status/1554120424602193921},
language = {en},
urldate = {2022-09-21},
journal = {Twitter},
author = {Evans, Julia},
month = aug,
year = {2022},
}
@misc{evansDebuggingStrategyShorten2022,
type = {Tweet},
title = {debugging strategy: shorten your feedback loop https://t.co/{1cByDlafsK}},
url = {https://twitter.com/b0rk/status/1549164800978059264},
language = {en},
urldate = {2022-09-21},
journal = {Twitter},
author = {Evans, Julia},
month = jul,
year = {2022},
}
@misc{evansDebuggingStrategyWrite2022a,
type = {Tweet},
title = {debugging strategy: write a tiny program https://t.co/{Kajr5ZyeIp}},
url = {https://twitter.com/b0rk/status/1547247776001654786},
language = {en},
urldate = {2022-09-21},
journal = {Twitter},
author = {Evans, Julia},
month = jul,
year = {2022},
}
@misc{evansDebuggingStrategyChange2022,
type = {Tweet},
title = {debugging strategy: change working code into broken code https://t.co/{1T5uNDDFs0}},
url = {https://twitter.com/b0rk/status/1545099244238946304},
language = {en},
urldate = {2022-09-21},
journal = {Twitter},
author = {Evans, Julia},
month = jul,
year = {2022},
}
@misc{grimesThis500YearOldPiece2019,
title = {This 500-{Year}-{Old} {Piece} of {Advice} {Can} {Help} {You} {Solve} {Your} {Modern} {Problems}},
url = {https://forge.medium.com/the-500-year-old-piece-of-advice-that-will-change-your-life-1e580f115731},
abstract = {Can the wisdom of 17th-century philosopher René Descartes help you sort out your life?},
language = {en},
urldate = {2022-09-21},
journal = {Forge},
author = {Grimes, Shaunta},
month = dec,
year = {2019},
}
@book{r4ds,
edition = {1},
title = {R for {Data} {Science}},
url = {https://r4ds.had.co.nz/},
urldate = {2022-05-09},
publisher = {O'Reilly Media},
author = {Grolemund, Garrett and Wickham, Hadley},
year = {2017},
}
@book{advr,
edition = {2},
title = {Advanced {R}},
isbn = {0-8153-8457-2},
url = {http://adv-r.had.co.nz/},
urldate = {2022-05-09},
publisher = {CRC Press},
author = {Wickham, Hadley},
year = {2019},
file = {Introduction · Advanced R.:/home/susan/.Zotero/storage/RDQV4987/Introduction.html:text/html},
}
@book{martelliPythonCookbook2002,
title = {Python {Cookbook}},
isbn = {978-0-596-00167-4},
url = {https://learning.oreilly.com/library/view/python-cookbook/0596001673/ch05s24.html},
language = {en},
urldate = {2022-05-31},
publisher = {O'Reilly Media},
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year = {2002},
file = {Snapshot:/home/susan/.Zotero/storage/8MSAEQ83/ch05s24.html:text/html},
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title = {Python {Programming}},
url = {https://en.wikibooks.org/wiki/Python_Programming},
language = {en},
urldate = {2022-05-28},
year = {2016},
publisher = {Wikibooks},
author = {{Quartz25} and {Jesdisciple} and Röst, Hannes and Ross, David and D’Oliveiro, Lawrence and {BLibrestez55}},
}
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title = {Happy Git and {GitHub} for the {useR}},
url = {https://happygitwithr.com/},
shorttitle = {Happy Git and {GitHub}},
abstract = {Using Git and {GitHub} with R, Rstudio, and R Markdown},
author = {Bryan, Jenny and Hester, Jim and {\{The Stat 545 TAs\}}},
urldate = {2022-05-09},
date = {2021},
langid = {english},
note = {tex.ids= {jennybryanHappyGitGitHub}2021},
file = {Snapshot:/home/susan/.Zotero/storage/GA45B4D2/index.html:text/html},
}
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title = {Answer to "Git is not working after {macOS} Update (xcrun: error: invalid active developer path (/Library/Developer/{CommandLineTools})"},
url = {https://stackoverflow.com/a/52522566/2859168},
shorttitle = {Answer to "Git is not working after {macOS} Update (xcrun},
titleaddon = {Stack Overflow},
author = {dustbuster},
urldate = {2023-01-13},
date = {2018-09-26},
}
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title = {Use the new R pipe built into R 4.1},
url = {https://www.infoworld.com/article/3621369/use-the-new-r-pipe-built-into-r-41.html},
abstract = {Learn the new pipe operator built into R 4.1 and how it differs from the maggritr pipe. Don’t want to install R 4.1 yet? See how to run R 4.1 in a Docker container.},
titleaddon = {{InfoWorld}},
author = {Machlis, Sharon},
urldate = {2023-01-13},
date = {2021-06-10},
langid = {english},
file = {Snapshot:/home/susan/.Zotero/storage/R7JSHBWF/use-the-new-r-pipe-built-into-r-41.html:text/html},
}
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title = {Answer to "Functional pipes in python like \%{\textgreater}\% from R's magrittr"},
url = {https://stackoverflow.com/a/31037901/2859168},
titleaddon = {Stack Overflow},
author = {{shadowtalker}},
urldate = {2023-01-13},
date = {2015-06-24},
file = {Snapshot:/home/susan/.Zotero/storage/ZANP3K2T/31037901.html:text/html},
}
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title = {A little diddy about binary file formats – {BetterExplained}},
url = {https://betterexplained.com/articles/a-little-diddy-about-binary-file-formats/},
titleaddon = {Better Explained},
author = {{BetterExplained}},
urldate = {2023-01-13},
date = {2017},
file = {A little diddy about binary file formats – BetterExplained:/home/susan/.Zotero/storage/EVYWBRIU/a-little-diddy-about-binary-file-formats.html:text/html},
}
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title = {Data-{Based} {Graphics}: {Visual} {Display} in the {Decades} to {Come}},
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doi = {10.1214/ss/1177012101},
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journal = {Statistical Science},
author = {Tukey, John W.},
month = aug,
year = {1990},
note = {Publisher: Institute of Mathematical Statistics},
pages = {327--339},
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title = {A {Comprehensive} {Guide} to the {Grammar} of {Graphics} for {Effective} {Visualization} of {Multi}-dimensional…},
url = {https://towardsdatascience.com/a-comprehensive-guide-to-the-grammar-of-graphics-for-effective-visualization-of-multi-dimensional-1f92b4ed4149},
abstract = {Learn effective strategies for leveraging a layered Grammar of Graphics framework for effective data visualization},
language = {en},
urldate = {2022-04-11},
journal = {Medium},
author = {Sarkar, Dipanjan (DJ)},
month = sep,
year = {2018},
keywords = {teaching}
}
@misc{chinguyenTipsStringManipulation2021,
title = {Tips for {String} {Manipulation} in {Python}},
url = {https://towardsdatascience.com/tips-for-string-manipulation-in-python-92b1fc3f4d9f},
urldate = {2022-07-01},
journal = {Towards Data Science},
author = {Chi Nguyen},
month = sep,
year = {2021},
}
@incollection{jacobvanderplasStringManipulationRegular2016,
title = {String {Manipulation} and {Regular} {Expressions}},
url = {https://jakevdp.github.io/WhirlwindTourOfPython/14-strings-and-regular-expressions.html},
urldate = {2022-07-01},
booktitle = {A {Whirlwind} {Tour} of {Python}},
publisher = {O'Reilly Media},
author = {Jacob VanderPlas},
year = {2016},
}
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title = {The split-apply-combine strategy for data analysis},
volume = {40},
journal = {Journal of statistical software},
author = {Wickham, Hadley},
year = {2011},
pages = {1--29},
}
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title = {{MapReduce}: simplified data processing on large clusters},
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issn = {0001-0782},
shorttitle = {{MapReduce}},
doi = {10.1145/1327452.1327492},
number = {1},
urldate = {2022-07-01},
journal = {Communications of the ACM},
author = {Dean, Jeffrey and Ghemawat, Sanjay},
month = jan,
year = {2008},
pages = {107--113},
}
@incollection{GroupSplitapplycombine2022,
title = {Group by: split-apply-combine},
url = {https://pandas.pydata.org/pandas-docs/stable/user_guide/groupby.html},
urldate = {2022-07-01},
booktitle = {pandas 1.4.3 documentation},
publisher = {Python},
year = {2022}
}
@misc{whortonApplyingCustomFunctions2021,
title = {Applying {Custom} {Functions} to {Groups} of {Data} in {Pandas}},
url = {https://towardsdatascience.com/applying-custom-functions-to-groups-of-data-in-pandas-928d7eece0aa},
language = {en},
urldate = {2022-07-01},
journal = {Medium},
author = {Whorton, Casey},
month = jul,
year = {2021},
}
@misc{danchoAnswerThereUngroup2021,
title = {Answer to "{Is} there an "ungroup by" operation opposite to .groupby in pandas?"},
shorttitle = {Answer to "{Is} there an "ungroup by" operation opposite to .groupby in pandas?},
url = {https://stackoverflow.com/a/66879388/2859168},
urldate = {2022-07-01},
journal = {Stack Overflow},
author = {Dancho, Matt},
month = mar,
year = {2021},
}
@misc{lowndesTidyDataEfficiency2020,
type = {blog},
title = {Tidy data for efficiency, reproducibility, and collaboration},
url = {https://www.openscapes.org/blog/2020/10/12/tidy-data//},
language = {en-us},
urldate = {2022-07-21},
journal = {Openscapes},
author = {Lowndes, Julie and Horst, Allison},
month = oct,
year = {2020},
}
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title = {The Pacific Northwest has the Worst Coastal Weather Radar Coverage in the Continental U.S.: Documentation of the Problem and a Call for Action},
url = {https://www.atmos.washington.edu/~cliff/coastalradarold.html},
titleaddon = {Department of Atmospheric Sciences},
author = {Mass, Cliff},
urldate = {2023-01-14},
date = {2006-01-12},
}
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address = {New York},
title = {The grammar of graphics},
isbn = {978-1-4757-3100-2 978-1-4757-3102-6},
language = {en},
urldate = {2020-01-29},
publisher = {Springer},
author = {Wilkinson, Leland},
year = {1999}
}
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title = {Bar {Charts} {Versus} {Circle} {Diagrams}},
volume = {22},
issn = {0162-1459},
doi = {10.2307/2276829},
number = {160},
urldate = {2022-08-22},
journal = {Journal of the American Statistical Association},
author = {Croxton, Frederick E. and Stryker, Roy E.},
year = {1927},
note = {Publisher: [American Statistical Association, Taylor \& Francis, Ltd.]},
pages = {473--482},
}
@misc{wiki-color-space,
author = "{Wikipedia contributors}",
title = "Color space --- {Wikipedia}{,} The Free Encyclopedia",
year = "2022",
url = "https://en.wikipedia.org/w/index.php?title=Color_space&oldid=1096489744",
note = "[Online; accessed 22-August-2022]"
}
@misc{bryanPuttingColorsWork,
title = {Putting colors to work for you in base graphics},
url = {https://www.stat.ubc.ca/~jenny/STAT545A/block15_colorMappingBase.html},
urldate = {2022-08-22},
journal = {Stat 545 at UBC},
author = {Bryan, Jenny},
}
@misc{waskomNextgenerationSeabornInterface2022,
title = {Next-generation seaborn interface},
url = {https://seaborn.pydata.org/nextgen/},
urldate = {2022-08-29},
journal = {seaborn nextgen documentation},
author = {Waskom, Michael},
year = {2022},
}
@Misc{ColorBlindness2022,
author = {{Wikipedia Contributors}},
title = {Color blindness},
month = sep,
year = {2022},
copyright = {Creative Commons Attribution-ShareAlike License},
journal = {Wikipedia},
language = {en},
url = {https://en.wikipedia.org/w/index.php?title=Color_blindness},
urldate = {2022-09-19},
}
@misc{fieldMappingCoronavirusResponsibly2020,
title = {Mapping coronavirus, responsibly},
url = {https://www.esri.com/arcgis-blog/products/product/mapping/mapping-coronavirus-responsibly/},
language = {en-US},
urldate = {2022-08-31},
journal = {ArcGIS Blog},
author = {Field, Kenneth},
month = feb,
year = {2020},
}
@misc{rostWhatConsiderWhen2018,
type = {Blog},
title = {What to {Consider} {When} {Choosing} {Colors} for {Data} {Visualization}},
url = {https://www.dataquest.io/blog/what-to-consider-when-choosing-colors-for-data-visualization/},
language = {en},
urldate = {2022-09-19},
journal = {Dataquest},
author = {Rost, Lisa Charlotte},
month = aug,
year = {2018},
}
@misc{muthYourFriendlyGuide2016,
type = {Blog},
title = {Your {Friendly} {Guide} to {Colors} in {Data} visualization},
url = {https://lisacharlottemuth.com/2016/04/22/Colors-for-DataVis/},
urldate = {2022-09-19},
journal = {Lisa Charlotte Rost Muth},
author = {Muth, Lisa Charlotte},
month = apr,
year = {2016},
}
@misc{kovesiCETPerceptuallyUniform2021,
title = {{CET} {Perceptually} {Uniform} {Colour} {Maps}},
url = {https://colorcet.com/},
urldate = {2022-09-19},
journal = {ColorCET},
author = {Kovesi, Peter},
year = {2021},
}
@misc{kovesiGoodColourMaps2015,
title = {Good {Colour} {Maps}: {How} to {Design} {Them}},
shorttitle = {Good {Colour} {Maps}},
url = {http://arxiv.org/abs/1509.03700},
doi = {10.48550/arXiv.1509.03700},
urldate = {2022-09-19},
publisher = {arXiv},
author = {Kovesi, Peter},
month = sep,
year = {2015},
note = {arXiv:1509.03700 [cs]},
}
@article{nunezOptimizingColormapsConsideration2018,
title = {Optimizing colormaps with consideration for color vision deficiency to enable accurate interpretation of scientific data},
volume = {13},
issn = {1932-6203},
url = {https://dx.plos.org/10.1371/journal.pone.0199239},
doi = {10.1371/journal.pone.0199239},
number = {7},
urldate = {2022-09-19},
journal = {PLOS ONE},
author = {Nuñez, Jamie R. and Anderton, Christopher R. and Renslow, Ryan S.},
editor = {Malo, Jesús},
month = aug,
year = {2018},
}
@misc{taylorHavingTroublePicking2021,
type = {Tweet},
title = {Having trouble picking a color palette for your \#{Rstats} visualization? {Well} here's a {MEGA} thread about all the ways you can choose a palette! 🧵[1/22]},
url = {https://twitter.com/moriah_taylor58/status/1395431000977649665},
language = {en},
urldate = {2022-09-19},
journal = {Twitter},
author = {Taylor, Moriah},
month = may,
year = {2021},
}
@article{vanderplasClustersBeatTrend2017,
title = {Clusters {Beat} {Trend}⁉ {Testing} {Feature} {Hierarchy} in {Statistical} {Graphics}},
volume = {26},
url = {https://doi.org/10.1080/10618600.2016.1209116},
doi = {10.1080/10618600.2016.1209116},
number = {2},
urldate = {2018-12-12},
journal = {Journal of Computational and Graphical Statistics},
author = {VanderPlas, Susan and Hofmann, Heike},
month = apr,
year = {2017},
pages = {231--242}
}
@Misc{PrinciplesGrouping2022,
author = {{Wikipedia Contributors}},
title = {Principles of grouping},
month = aug,
year = {2022},
copyright = {Creative Commons Attribution-ShareAlike License},
journal = {Wikipedia},
language = {en},
url = {https://en.wikipedia.org/w/index.php?title=Principles_of_grouping&oldid=1102190641},
urldate = {2022-09-19},
}
@article{vanderplasTestingStatisticalCharts2020,
title = {Testing {Statistical} {Charts}: {What} {Makes} a {Good} {Graph}?},
volume = {7},
copyright = {All rights reserved},
issn = {2326-8298, 2326-831X},
shorttitle = {Testing {Statistical} {Charts}},
url = {https://www.annualreviews.org/doi/10.1146/annurev-statistics-031219-041252},
doi = {10/ggnv7t},
number = {1},
urldate = {2020-02-10},
journal = {Annual Review of Statistics and Its Application},
author = {Vanderplas, Susan and Cook, Dianne and Hofmann, Heike},
month = mar,
year = {2020},
}
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title = {Graphical {Tests} for {Power} {Comparison} of {Competing} {Designs}},
volume = {18},
doi = {10.1109/TVCG.2012.230},
number = {12},
journal = {IEEE Transactions on Visualization and Computer Graphics},
author = {Hofmann, Heike and Follett, Lendie and Majumder, Mahbubul and Cook, Dianne},
month = dec,
year = {2012},
pages = {2441--2448},
}
@article{clevelandGraphicalPerceptionTheory1984,
title = {Graphical perception: {Theory}, experimentation, and application to the development of graphical methods},
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journal = {Journal of the American statistical association},
author = {Cleveland, William S and McGill, Robert},
year = {1984},
pages = {531--554},
doi = {10.2307/2288400}
}
@misc{fungWhenPieChart2020,
type = {Blog},
title = {When the pie chart is more complex than the data},
url = {https://junkcharts.typepad.com/junk_charts/2020/06/when-the-pie-chart-is-more-complex-than-the-data.html},
urldate = {2022-09-19},
journal = {Junk Charts},
author = {Fung, Kaiser},
month = jun,
year = {2020},
}
@misc{zachHowCreatePie2021,
title = {How to {Create} a {Pie} {Chart} in {Seaborn}},
url = {https://www.statology.org/seaborn-pie-chart/},
language = {en-US},
urldate = {2022-09-19},
journal = {Statology},
author = {Zach},
month = jul,
year = {2021},
}
@misc{hickey27WorstCharts2013,
title = {The 27 {Worst} {Charts} {Of} {All} {Time}},
url = {https://www.businessinsider.com/the-27-worst-charts-of-all-time-2013-6},
language = {en-US},
urldate = {2022-09-19},
journal = {Business Insider},
author = {Hickey, Walt},
month = jun,
year = {2013},
}
@misc{pandasIndexingSelectingData2022,
title = {Indexing and selecting data},
url = {https://pandas.pydata.org/docs/user_guide/indexing.html#indexing},
urldate = {2022-06-30},
journal = {Pandas 1.4.3 Documentation},
author = {{Pandas}},
year = {2022},
}
@misc{pythonfoundationDataStructures2022,
title = {Data {Structures}},
url = {https://docs.python.org/3/tutorial/datastructures.html#list-comprehensions},
urldate = {2022-06-30},
journal = {Python 3.10.5 documentation},
author = {{Python Foundation}},
month = jun,
year = {2022},
}
@Misc{LocaleComputerSoftware2022,
author = {{Wikipedia Contributors}},
title = {Locale (computer software)},
month = apr,
year = {2022},
note = {Page Version ID: 1082900932},
copyright = {Creative Commons Attribution-ShareAlike License},
file = {Snapshot:/home/susan/.Zotero/storage/2JEDPH77/Locale_(computer_software).html:text/html},
journal = {Wikipedia},
language = {en},
url = {https://en.wikipedia.org/w/index.php?title=Locale_(computer_software)&oldid=1082900932},
urldate = {2022-07-25},
}
@misc{ashourConciseGuideNumber2022,
type = {Blog},
title = {A {Concise} {Guide} to {Number} {Localization}},
url = {https://phrase.com/blog/posts/number-localization/},
language = {en-US},
urldate = {2022-07-25},
journal = {Phrase},
author = {Ashour, Mohammad},
month = feb,
year = {2022},
file = {Snapshot:/home/susan/.Zotero/storage/KWW2SHN4/number-localization.html:text/html},
}
@misc{herrmannHowDealInternational2021,
type = {Blog},
title = {How to deal with international data formats in {Python}},
url = {https://herrmann.tech/en/blog/2021/02/05/how-to-deal-with-international-data-formats-in-python.html},
language = {en},
urldate = {2022-07-25},
journal = {herrmann.tech},
author = {Herrmann, Augusto},
month = feb,
year = {2021},
}
@misc{clarkeHowReadGoogle2021,
title = {How to read {Google} {Sheets} data in {Pandas} with {GSpread}},
url = {https://web.archive.org/web/20211025204025/https://practicaldatascience.co.uk/data-science/how-to-read-google-sheets-data-in-pandas-with-gspread},
language = {en},
urldate = {2022-06-07},
journal = {Practical Data Science},
author = {Clarke, Matt},
month = jun,
year = {2021},
}
@misc{maierleLoadingBinaryData2020,
title = {Loading binary data to {NumPy}/{Pandas}},
url = {https://towardsdatascience.com/loading-binary-data-to-numpy-pandas-9caa03eb0672},
language = {en},
urldate = {2022-06-07},
journal = {Towards Data Science},
author = {Maierle, Chris},
month = jul,
year = {2020},
}
@misc{schaferReadDataGoogle2020,
title = {Read {Data} from {Google} {Sheets} into {Pandas} without the {Google} {Sheets} {API}},
url = {https://towardsdatascience.com/read-data-from-google-sheets-into-pandas-without-the-google-sheets-api-5c468536550},
language = {en},
urldate = {2022-06-07},
journal = {Towards Data Science},
author = {Schäfer, Merlin},
month = dec,
year = {2020}
}
@misc{usdepartmentoftransportationNationalHouseholdTravel2018,
title = {National {Household} {Travel} {Survey} ({NHTS}) 2009},
url = {https://data.world/dot/national-household-travel-survey-nhts-2009},
language = {en},
urldate = {2022-06-13},
journal = {data.world},
author = {{US Department of Transportation}},
month = mar,
year = {2018},
}
@misc{thecarpentriesAccessingSQLiteDatabases2022,
title = {Accessing {SQLite} {Databases} {Using} {Python} and {Pandas}},
url = {https://datacarpentry.org/python-ecology-lesson/09-working-with-sql.html},
urldate = {2024-11-03},
journal = {Data Analysis and Visualization in Python for Ecologists},
author = {{The Carpentries}},
year = {2022},
}
@online{freewindWhySubtractingThese2021,
title = {Why is subtracting these two times (in 1927) giving a strange result?},
url = {https://stackoverflow.com/q/6841333/2859168},
titleaddon = {Stack Overflow},
author = {Freewind},
urldate = {2023-01-21},
date = {2021-05-22},
file = {Snapshot:/home/susan/.Zotero/storage/VWYYMG5Q/why-is-subtracting-these-two-times-in-1927-giving-a-strange-result.html:text/html},
}
@online{skeetAnswerWhySubtracting2011,
title = {Answer to "Why is subtracting these two times (in 1927) giving a strange result?"},
url = {https://stackoverflow.com/a/6841479/2859168},
shorttitle = {Answer to "Why is subtracting these two times (in 1927) giving a strange result?},
titleaddon = {Stack Overflow},
author = {Skeet, Jon},
urldate = {2023-01-21},
date = {2011-07-27},
file = {Snapshot:/home/susan/.Zotero/storage/VUQSJQCG/why-is-subtracting-these-two-times-in-1927-giving-a-strange-result.html:text/html},
}
@online{borgwardtAnswerWhySubtracting2011,
title = {Answer to "Why is subtracting these two times (in 1927) giving a strange result?"},
url = {https://stackoverflow.com/a/6841572/2859168},
shorttitle = {Answer to "Why is subtracting these two times (in 1927) giving a strange result?},
titleaddon = {Stack Overflow},
author = {Borgwardt, Michael},
urldate = {2023-01-21},
date = {2011-07-27},
file = {Snapshot:/home/susan/.Zotero/storage/BJCA9PEV/why-is-subtracting-these-two-times-in-1927-giving-a-strange-result.html:text/html},
}
@incollection{doughertyCleanMessyData2021,
edition = {1},
title = {Clean {Up} {Messy} {Data}},
isbn = {1-4920-8600-2},
url = {https://handsondataviz.org/},
language = {en},
urldate = {2024-11-03},
booktitle = {Hands-{On} {Data} {Visualization}},
publisher = {O'Reilly Media},
author = {Dougherty, Jack and Ilyankou, Ilya},
month = may,
year = {2021},
pages = {480},