From c3b8195d5ab367f041042efc8663c9c840a4a780 Mon Sep 17 00:00:00 2001 From: Elise Hellwig Date: Fri, 17 Oct 2025 12:58:46 -0700 Subject: [PATCH 1/9] the start of the data dictionary section --- chapters/03_secondary_practices.md | 24 ++++++++++++++++++++++++ 1 file changed, 24 insertions(+) diff --git a/chapters/03_secondary_practices.md b/chapters/03_secondary_practices.md index 6af33ea..5e520ee 100644 --- a/chapters/03_secondary_practices.md +++ b/chapters/03_secondary_practices.md @@ -36,6 +36,30 @@ about how to document data. [datalab-readme]: https://ucdavisdatalab.github.io/workshop_how-to-data-documentation/ +(create-data-dictionary)= +#### Create a Data Dictionary or File Manifest + +A **data dictionary** is a document that explains what every field in your +dataset means as well as any restrictions on their values. This includes things +like the data type (ex. number, date, text, boolean), and whether that field can +be missing. The more information you include, the more helpful it will be down +the line (see [Captain Obvious][captain_o]). Data dictionaries are the most +efficient way to communicate the structure and content of your data to other +collaborators, including future you! + +If you aren't sure where to start with creating a data dictionary, + +If your dataset looks less like a series of rows and columns, and more like a +long list of files, consider creating a more detailed **file manifest** instead. + +:::{seealso} +[Open Science Framework][osf_dd] on data dictionaries. +[USGS][usgs_dd] on data dictionaries +::: + +[osf_dd]: https://help.osf.io/article/217-how-to-make-a-data-dictionary +[usgs_dd]: https://www.usgs.gov/data-management/data-dictionaries +[captain_o]: https://dataedo.com/blog/captain-obivous-guide-to-column-descriptions-data-dictionary-best-practices (document-every-experiment)= ### Document Every Experiment From 84c8bb044d4264f5e12baf201f26f5a5d17bbf44 Mon Sep 17 00:00:00 2001 From: Elise Hellwig Date: Mon, 20 Oct 2025 11:24:07 -0700 Subject: [PATCH 2/9] Adding example dd table and resource links. --- chapters/03_secondary_practices.md | 34 ++++++++++++++++++++++-------- 1 file changed, 25 insertions(+), 9 deletions(-) diff --git a/chapters/03_secondary_practices.md b/chapters/03_secondary_practices.md index 5e520ee..5145747 100644 --- a/chapters/03_secondary_practices.md +++ b/chapters/03_secondary_practices.md @@ -37,17 +37,32 @@ about how to document data. [datalab-readme]: https://ucdavisdatalab.github.io/workshop_how-to-data-documentation/ (create-data-dictionary)= -#### Create a Data Dictionary or File Manifest +#### Create a Data Dictionary -A **data dictionary** is a document that explains what every field in your -dataset means as well as any restrictions on their values. This includes things -like the data type (ex. number, date, text, boolean), and whether that field can -be missing. The more information you include, the more helpful it will be down -the line (see [Captain Obvious][captain_o]). Data dictionaries are the most -efficient way to communicate the structure and content of your data to other -collaborators, including future you! +A **data dictionary** is a document that explains what every field or element in +your dataset means as well as any restrictions on their values. This includes +things like the data type (ex. number, date, text, boolean), and whether that +field can be missing. The more information you include, the more helpful it will +be down the line (see [Captain Obvious][captain_o]). Data dictionaries are the +most efficient way to communicate the structure and content of your data to +other collaborators, including future you! A very basic one could look like +this: -If you aren't sure where to start with creating a data dictionary, +|Field Name |Field Description |Data Type |Notes | +|-----------|------------------------------------------|------------|----------| +|person_id |autogenerated by database |integer | | +|name |legal full name (family name, given name) |string | | +|occupation |A person's job or vocation |string |Must come from the Bureau of Labor Statistics Occupation List | +|... |... |... |... | + + + +If you aren't sure where to start with creating a data dictionary, DataLab has a +[template][datalab_dd_template] you can use as a jumping off point. [Open +Science Framework][osf_dd] has resources on what details to add to your data +dictionary, and the [USGS][usgs_dd] provides many examples of data dictionaries +and how they are used in different contexts. If you are working with multiple +data sets, make sure to clarify which data dictionary to use with each data set. If your dataset looks less like a series of rows and columns, and more like a long list of files, consider creating a more detailed **file manifest** instead. @@ -60,6 +75,7 @@ long list of files, consider creating a more detailed **file manifest** instead. [osf_dd]: https://help.osf.io/article/217-how-to-make-a-data-dictionary [usgs_dd]: https://www.usgs.gov/data-management/data-dictionaries [captain_o]: https://dataedo.com/blog/captain-obivous-guide-to-column-descriptions-data-dictionary-best-practices +[datalab_dd_template]: https://docs.google.com/spreadsheets/d/12N0hKyeT0ndZnt7rVZsz7LTW--BHhbb6TOegXEKQoxE/edit?usp=sharing (document-every-experiment)= ### Document Every Experiment From 284049f89e103bab68513ff87b226b0ade9ac3b4 Mon Sep 17 00:00:00 2001 From: Elise Hellwig Date: Mon, 20 Oct 2025 11:27:32 -0700 Subject: [PATCH 3/9] Moving document the data and data dictionaries to primary --- chapters/02_primary_practices.md | 65 ++++++++++++++++++++++++++++++ chapters/03_secondary_practices.md | 65 ------------------------------ 2 files changed, 65 insertions(+), 65 deletions(-) diff --git a/chapters/02_primary_practices.md b/chapters/02_primary_practices.md index 2f16230..8976dae 100644 --- a/chapters/02_primary_practices.md +++ b/chapters/02_primary_practices.md @@ -229,6 +229,71 @@ toy_data/ Very (very!) small pieces of data for dev testing If a directory contains many files or subdirectories, consider whether it's clearer to write a separate manifest specifically for that directory. +### Document the Data + +In a perfect world, every data set would come with detailed documentation or +**metadata** about how the data were collected, what assumptions were made, +what biases might be present, any ethical concerns, the overall structure, what +each observation means, what each feature means, and more. Good data +documentation guides researchers towards appropriate, responsible use of the +data. + +Collecting data as part of a project gives you and your collaborators control +over how the data are documented, so you can ensure there are no gaps. If your +project uses data collected earlier or by someone else, it's a good practice to +fill gaps in the existing documentation with your own. Thorough documentation +isn't just beneficial to other researchers, it's also beneficial to future +you---small details you notice and document about features could be important +later in the project. + +:::{seealso} +See DataLab's [README, Write Me! workshop reader][datalab-readme] for more +about how to document data. +::: + +[datalab-readme]: https://ucdavisdatalab.github.io/workshop_how-to-data-documentation/ + +(create-data-dictionary)= +#### Create a Data Dictionary + +A **data dictionary** is a document that explains what every field or element in +your dataset means as well as any restrictions on their values. This includes +things like the data type (ex. number, date, text, boolean), and whether that +field can be missing. The more information you include, the more helpful it will +be down the line (see [Captain Obvious][captain_o]). Data dictionaries are the +most efficient way to communicate the structure and content of your data to +other collaborators, including future you! A very basic one could look like +this: + +|Field Name |Field Description |Data Type |Notes | +|-----------|------------------------------------------|------------|----------| +|person_id |autogenerated by database |integer | | +|name |legal full name (family name, given name) |string | | +|occupation |A person's job or vocation |string |Must come from the Bureau of Labor Statistics Occupation List | +|... |... |... |... | + + + +If you aren't sure where to start with creating a data dictionary, DataLab has a +[template][datalab_dd_template] you can use as a jumping off point. [Open +Science Framework][osf_dd] has resources on what details to add to your data +dictionary, and the [USGS][usgs_dd] provides many examples of data dictionaries +and how they are used in different contexts. If you are working with multiple +data sets, make sure to clarify which data dictionary to use with each data set. + +If your dataset looks less like a series of rows and columns, and more like a +long list of files, consider creating a more detailed **file manifest** instead. + +:::{seealso} +[Open Science Framework][osf_dd] on data dictionaries. +[USGS][usgs_dd] on data dictionaries +::: + +[osf_dd]: https://help.osf.io/article/217-how-to-make-a-data-dictionary +[usgs_dd]: https://www.usgs.gov/data-management/data-dictionaries +[captain_o]: https://dataedo.com/blog/captain-obivous-guide-to-column-descriptions-data-dictionary-best-practices +[datalab_dd_template]: https://docs.google.com/spreadsheets/d/12N0hKyeT0ndZnt7rVZsz7LTW--BHhbb6TOegXEKQoxE/edit?usp=sharing + (workflows)= #### Workflows diff --git a/chapters/03_secondary_practices.md b/chapters/03_secondary_practices.md index 5145747..6c6bbaa 100644 --- a/chapters/03_secondary_practices.md +++ b/chapters/03_secondary_practices.md @@ -12,71 +12,6 @@ relevant, and we recommend you do too. Documentation ------------- -### Document the Data - -In a perfect world, every data set would come with detailed documentation or -**metadata** about how the data were collected, what assumptions were made, -what biases might be present, any ethical concerns, the overall structure, what -each observation means, what each feature means, and more. Good data -documentation guides researchers towards appropriate, responsible use of the -data. - -Collecting data as part of a project gives you and your collaborators control -over how the data are documented, so you can ensure there are no gaps. If your -project uses data collected earlier or by someone else, it's a good practice to -fill gaps in the existing documentation with your own. Thorough documentation -isn't just beneficial to other researchers, it's also beneficial to future -you---small details you notice and document about features could be important -later in the project. - -:::{seealso} -See DataLab's [README, Write Me! workshop reader][datalab-readme] for more -about how to document data. -::: - -[datalab-readme]: https://ucdavisdatalab.github.io/workshop_how-to-data-documentation/ - -(create-data-dictionary)= -#### Create a Data Dictionary - -A **data dictionary** is a document that explains what every field or element in -your dataset means as well as any restrictions on their values. This includes -things like the data type (ex. number, date, text, boolean), and whether that -field can be missing. The more information you include, the more helpful it will -be down the line (see [Captain Obvious][captain_o]). Data dictionaries are the -most efficient way to communicate the structure and content of your data to -other collaborators, including future you! A very basic one could look like -this: - -|Field Name |Field Description |Data Type |Notes | -|-----------|------------------------------------------|------------|----------| -|person_id |autogenerated by database |integer | | -|name |legal full name (family name, given name) |string | | -|occupation |A person's job or vocation |string |Must come from the Bureau of Labor Statistics Occupation List | -|... |... |... |... | - - - -If you aren't sure where to start with creating a data dictionary, DataLab has a -[template][datalab_dd_template] you can use as a jumping off point. [Open -Science Framework][osf_dd] has resources on what details to add to your data -dictionary, and the [USGS][usgs_dd] provides many examples of data dictionaries -and how they are used in different contexts. If you are working with multiple -data sets, make sure to clarify which data dictionary to use with each data set. - -If your dataset looks less like a series of rows and columns, and more like a -long list of files, consider creating a more detailed **file manifest** instead. - -:::{seealso} -[Open Science Framework][osf_dd] on data dictionaries. -[USGS][usgs_dd] on data dictionaries -::: - -[osf_dd]: https://help.osf.io/article/217-how-to-make-a-data-dictionary -[usgs_dd]: https://www.usgs.gov/data-management/data-dictionaries -[captain_o]: https://dataedo.com/blog/captain-obivous-guide-to-column-descriptions-data-dictionary-best-practices -[datalab_dd_template]: https://docs.google.com/spreadsheets/d/12N0hKyeT0ndZnt7rVZsz7LTW--BHhbb6TOegXEKQoxE/edit?usp=sharing - (document-every-experiment)= ### Document Every Experiment From 0c190634c2d0c2f874dea4c59a43e944f6aa9579 Mon Sep 17 00:00:00 2001 From: Elise Hellwig Date: Mon, 20 Oct 2025 13:31:35 -0700 Subject: [PATCH 4/9] adding information about data inventories and removing see also --- chapters/02_primary_practices.md | 27 ++++++++++++++++++++------- 1 file changed, 20 insertions(+), 7 deletions(-) diff --git a/chapters/02_primary_practices.md b/chapters/02_primary_practices.md index 8976dae..4bdaa71 100644 --- a/chapters/02_primary_practices.md +++ b/chapters/02_primary_practices.md @@ -281,18 +281,31 @@ dictionary, and the [USGS][usgs_dd] provides many examples of data dictionaries and how they are used in different contexts. If you are working with multiple data sets, make sure to clarify which data dictionary to use with each data set. -If your dataset looks less like a series of rows and columns, and more like a -long list of files, consider creating a more detailed **file manifest** instead. - -:::{seealso} -[Open Science Framework][osf_dd] on data dictionaries. -[USGS][usgs_dd] on data dictionaries -::: +If your dataset looks less like a series of rows and columns, and more like a +long list of files, consider creating a **data inventory** instead. A data +inventory should include the author or source, title, publication year (if +published), and file name for each file, but can include more file metadata as +necessary. A data inventory for a public domain fiction data set would look +something like this. + +|Author |Title |Year |Filename | +|--------------------|--------------------|-----|------------------------------------------| +|Bronte,Charlotte |JaneEyre |1847 |EN_1847_BronteCharlotte_JaneEyre.txt | +|Austen,Jane |SenseandSensibility |1811 |EN_1811_AustenJane_SenseandSensibility.txt| +|Wollstonecraft,Mary |Maria |1798 |EN_1798_WollstonecraftMary_Maria.txt | +|... |... |... |... | + + +If you also need to keep track of things like the provenance or license +associated with each file or data set, DataLab's +[data inventory template][datalab_di_template] provides a pretty comprehensive +starting point. [osf_dd]: https://help.osf.io/article/217-how-to-make-a-data-dictionary [usgs_dd]: https://www.usgs.gov/data-management/data-dictionaries [captain_o]: https://dataedo.com/blog/captain-obivous-guide-to-column-descriptions-data-dictionary-best-practices [datalab_dd_template]: https://docs.google.com/spreadsheets/d/12N0hKyeT0ndZnt7rVZsz7LTW--BHhbb6TOegXEKQoxE/edit?usp=sharing +[datalab_di_template]: https://docs.google.com/spreadsheets/d/1nUb-eu82Q7VplDpk0np5rYuaN52mYHLdql18pRD0i4Y/edit?usp=sharing (workflows)= From dd6a158ab2419b02c293e66b8aedba47ef1b1ae2 Mon Sep 17 00:00:00 2001 From: Elise Hellwig Date: Thu, 23 Oct 2025 11:34:35 -0700 Subject: [PATCH 5/9] rough draft of document the data --- chapters/02_primary_practices.md | 82 ++++++++++++++++++++---- images/michener_information_entropy.png | Bin 0 -> 248549 bytes 2 files changed, 69 insertions(+), 13 deletions(-) create mode 100644 images/michener_information_entropy.png diff --git a/chapters/02_primary_practices.md b/chapters/02_primary_practices.md index 4bdaa71..699e5b4 100644 --- a/chapters/02_primary_practices.md +++ b/chapters/02_primary_practices.md @@ -231,27 +231,83 @@ clearer to write a separate manifest specifically for that directory. ### Document the Data -In a perfect world, every data set would come with detailed documentation or -**metadata** about how the data were collected, what assumptions were made, -what biases might be present, any ethical concerns, the overall structure, what -each observation means, what each feature means, and more. Good data +**Metadata**, or data that describes data, is critical to the research process. +It delineates how the data were collected, what assumptions were made, what +biases might be present, any ethical concerns, the overall structure, what each +observation means, what each feature means, and more. Good data documentation guides researchers towards appropriate, responsible use of the -data. +data in future studies. + +Good metadata should answer the questions who, what, when, where, why, and how. +Though the way the metadata answers these questions will depend on your field of +research. If you are submitting your data to a particular data repository, they +will likely have a required metadata scheme to follow. Otherwise, pick a +metadata scheme that aligns with other researchers in your field. If you have to +submit a Data Management Plan, it will specifically ask how you will apply and +adhere to field specific data standards. + +If you aren't sure what the standard is in your field, there are several online +repositories to help you out. The [Metadata Standards Catalog][msc] has a fairly +exhaustive list of metadata schemes, which you can browse [by +subject][msc-subject]. [Fairsharing.org][fairshare] also stores metadata and +other documentation standards. By using an existing community standard metadata +scheme, you make it possible for future researchers (including you!) to compare +your data to data from other, heterogeneous, sources. + +Even if you don't know where your data will end up, documenting your data when +you collect it will help ensure your documentation doesn't have any gaps. Timely +documentation also maximizes the likelihood that your research can be +reproduced, and that your data reused by other researchers. If your project uses +data collected earlier or by someone else, it's a good practice to fill gaps in +the existing documentation with your own. Thorough documentation isn't just +beneficial to other researchers, it's also beneficial to future you---small +details you notice and document about features could be important later in the +project. + +```{figure} /images/michener_information_entropy.png +--- +name: information-entropy +figwidth: 550px +align: center +alt: +--- +Information Entropy (Figure 1) from ([Michener et al. 1997][michener]). +``` + +One of the simplest and most widely used metadata standards is the [Dublin +Core][dublin-core], a set of 15 metadata elements originally defined at a 1995 +workshop in Dublin, Ohio. The exact definition of the Dublin Core elements can +be a bit technical, but the University College Dublin (Ireland) Library provides +simplified explanations and examples [here][dublin-ex]. + +If all of this seems overwhelming, that's okay. The Consortium of European +Social Science Data Archives (CESSDA) has a great [video][cessda-video] for +those who have never documented data before. CESSDA also provides detailed +explanations of what information to document at both project and data level in +their [Data Management Expert Guide][cessda-guide]. This includes detailed +information about documenting quantitative and qualitative data. Just make sure +to expand all the collapsed sections. -Collecting data as part of a project gives you and your collaborators control -over how the data are documented, so you can ensure there are no gaps. If your -project uses data collected earlier or by someone else, it's a good practice to -fill gaps in the existing documentation with your own. Thorough documentation -isn't just beneficial to other researchers, it's also beneficial to future -you---small details you notice and document about features could be important -later in the project. :::{seealso} See DataLab's [README, Write Me! workshop reader][datalab-readme] for more about how to document data. +- [LibGuide][lib-metadata] +- [Metadata Standards Catalog][msc] +- [MIT Metadata Info][mit-metadata] ::: -[datalab-readme]: https://ucdavisdatalab.github.io/workshop_how-to-data-documentation/ + +[lib-metadata]: https://guides.library.ucdavis.edu/data-management/documentation +[msc]: https://rdamsc.bath.ac.uk/ +[msc-subject]: https://rdamsc.bath.ac.uk/subject-index +[fairshare]: https://fairsharing.org/ +[michener]: https://esajournals.onlinelibrary.wiley.com/doi/10.1890/1051-0761%281997%29007%5B0330%3ANMFTES%5D2.0.CO%3B2 +[mit-metadata]: https://libraries.mit.edu/data-management/store/documentation/ +[dublin-core]: https://www.dublincore.org/specifications/dublin-core/dcmi-terms/#section-3 +[dublin-ex]: https://libguides.ucd.ie/data/metadata +[cessda-video]: https://www.youtube.com/watch?v=cjGz-I0GgKk +[cessda-guide]: https://dmeg.cessda.eu/Data-Management-Expert-Guide/2.-Organise-Document/Documentation-and-metadata (create-data-dictionary)= #### Create a Data Dictionary diff --git a/images/michener_information_entropy.png b/images/michener_information_entropy.png new file mode 100644 index 0000000000000000000000000000000000000000..87ccd7378833fedfae520ca7732cbb118957adcb GIT binary patch literal 248549 zcmeFZbySq=_dZMth?J;^NC*llDJcztbO}h80s@j!Lk$BeQc6mfBHi7kA~n*T14xK; z*D&+m<2j!?2hRHa{jM)-F*D4}b3b?PeeG*sn?N-cS(5YD&SPO=k;uzQt7Bo|qp+~> zS_sd9cOaSNO;}hL6s@GB)a0e47}Ol?pIOprQM<^|!@Kc#Q z{Gx;cA-m5GV}ODj&g+Y&57df31)nc4lrBomWeB1rFMgtZ<=dLx72>1r{;HK&o%9ZYGG4H=Ky5QVpz{YXF9`f=v z=m-otPf&EB492-`ha){|`#Gepf}OT2$D z<@G#SGf-P9kLeZZ1B3Kt>bnzZ%~p54(z}^C-Vkq6VzvG9YGA{~dS};Gx`j`z=1=+w 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z>jjQ&T1{&R%I7p%)*}^)a8)-?^wf_YKsQX^dp2xR_#_w)35^+q(1C+ks zIP{*={HO)9S0HZl7QnAvAX?16)Z1(K&3#2@WE12OkGOa;L!6A}5e|k67kZUVi=sxq zI^^&Y;I1$Ca>3t!f`5F#k`}IsRi3>vDV(@B@vTMZAgf6m5_lK)DB`G<@&guB120)( z9D*W_$DfyF&aQQCTt*kX!e%6BM6)TZ3W@zc__pKdTYG*=;{;FLBkjnVh*8}#^I)(# zM2VB#^3uCSx+)m9)!*ENDFT7-0fF(ArkqVNLaV_SYY;UBO2w}MH`s!sOMhSPNF6x{ zypSB1?Jh5b$^9aA?P{o#G{Una7zQY7zos|+$S(8dRyJ4$EcJuSliUM>7ms&PA1t$^ z8g^f~E;aVz_Ypxn_x~$gAVqOejOgPPFv!AS=)Z*7e*JErZ0G*(9%p3wj!pi3{_TGq zdemMDIQMTs#%RRE0&gfbrF~76nvF_{w7q8$F%8_~CEI@$bc_ z4D$sdha`@6?O7}Rj~{pPR{{Od&X z_3W;Ju+1Ol`LEUGonPH6!A942*tsK3<==1rxjR@ss=*kQ%uk5@H)Bk~Uf6h#@xOco zX$)uUClkrfSO2=|zrTHoA2l7ZP5}`G y2$ literal 0 HcmV?d00001 From b7ccd1e6523c8c41a483a6754ff3c41a0f90816c Mon Sep 17 00:00:00 2001 From: Elise Hellwig Date: Thu, 23 Oct 2025 11:54:20 -0700 Subject: [PATCH 6/9] adding section on controlled vocabularies --- chapters/02_primary_practices.md | 12 ++++++++++++ 1 file changed, 12 insertions(+) diff --git a/chapters/02_primary_practices.md b/chapters/02_primary_practices.md index 699e5b4..2e56593 100644 --- a/chapters/02_primary_practices.md +++ b/chapters/02_primary_practices.md @@ -254,6 +254,17 @@ other documentation standards. By using an existing community standard metadata scheme, you make it possible for future researchers (including you!) to compare your data to data from other, heterogeneous, sources. +```{note} +Many metadata resources refer to something called a **controlled vocabulary**. +This is a list of specific values, each with a predefined meaning. It is +designed to provide consistency and uniqueness across data sources. One common +example of a controlled vocabulary is a list of geographic names, like the +[Thesaurus of Geographic Names (TGN)][tgn]. There are many ways you can refer to +New York City (NYC, the Big Apple, Manhattan etc). But if you want to be able +to group together all data about New York City, it is helpful if everyone calls +it the same thing. +``` + Even if you don't know where your data will end up, documenting your data when you collect it will help ensure your documentation doesn't have any gaps. Timely documentation also maximizes the likelihood that your research can be @@ -308,6 +319,7 @@ about how to document data. [dublin-ex]: https://libguides.ucd.ie/data/metadata [cessda-video]: https://www.youtube.com/watch?v=cjGz-I0GgKk [cessda-guide]: https://dmeg.cessda.eu/Data-Management-Expert-Guide/2.-Organise-Document/Documentation-and-metadata +[tgn]: https://www.getty.edu/research/tools/vocabularies/tgn/index.html (create-data-dictionary)= #### Create a Data Dictionary From d0a294e43562e552db8be24a540c29ca6a245933 Mon Sep 17 00:00:00 2001 From: Elise Hellwig Date: Thu, 23 Oct 2025 12:26:30 -0700 Subject: [PATCH 7/9] expanding see also --- chapters/02_primary_practices.md | 14 +++++++++----- 1 file changed, 9 insertions(+), 5 deletions(-) diff --git a/chapters/02_primary_practices.md b/chapters/02_primary_practices.md index 2e56593..b70dfa4 100644 --- a/chapters/02_primary_practices.md +++ b/chapters/02_primary_practices.md @@ -300,12 +300,14 @@ information about documenting quantitative and qualitative data. Just make sure to expand all the collapsed sections. -:::{seealso} -See DataLab's [README, Write Me! workshop reader][datalab-readme] for more -about how to document data. -- [LibGuide][lib-metadata] -- [Metadata Standards Catalog][msc] +:::{seealso} +There are many additional resouces on documenting your data available on the +web. Here are a selection of them: +- [README, Write Me! DataLab workshop reader][datalab-readme] +- [UC Davis Research Data Management LibGuide][lib-metadata] +- [The Turing Way on Documentation and Metadata][turing-metadata] - [MIT Metadata Info][mit-metadata] +- [Biomedical documentation and metadata from Harvard][harvard-metadata] ::: @@ -320,6 +322,8 @@ about how to document data. [cessda-video]: https://www.youtube.com/watch?v=cjGz-I0GgKk [cessda-guide]: https://dmeg.cessda.eu/Data-Management-Expert-Guide/2.-Organise-Document/Documentation-and-metadata [tgn]: https://www.getty.edu/research/tools/vocabularies/tgn/index.html +[turing-metadata]: https://book.the-turing-way.org/reproducible-research/rdm/rdm-metadata/ +[harvard-metadata]: https://datamanagement.hms.harvard.edu/collect-analyze/documentation-metadata (create-data-dictionary)= #### Create a Data Dictionary From f5496ffd02a92e9a36d3fb5fafee787ce3313e25 Mon Sep 17 00:00:00 2001 From: Elise Hellwig Date: Thu, 23 Oct 2025 12:38:39 -0700 Subject: [PATCH 8/9] fixing phrasing --- chapters/02_primary_practices.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/chapters/02_primary_practices.md b/chapters/02_primary_practices.md index b70dfa4..41e2e93 100644 --- a/chapters/02_primary_practices.md +++ b/chapters/02_primary_practices.md @@ -307,7 +307,7 @@ web. Here are a selection of them: - [UC Davis Research Data Management LibGuide][lib-metadata] - [The Turing Way on Documentation and Metadata][turing-metadata] - [MIT Metadata Info][mit-metadata] -- [Biomedical documentation and metadata from Harvard][harvard-metadata] +- [Harvard Biomedical Documentation and Metadata][harvard-metadata] ::: From 54eead8c843415757214fc6122c152d4e4e63bfe Mon Sep 17 00:00:00 2001 From: Elise Hellwig Date: Fri, 24 Oct 2025 14:39:28 -0700 Subject: [PATCH 9/9] adding more links --- chapters/02_primary_practices.md | 26 ++++++++++++++++---------- 1 file changed, 16 insertions(+), 10 deletions(-) diff --git a/chapters/02_primary_practices.md b/chapters/02_primary_practices.md index 41e2e93..6cd048f 100644 --- a/chapters/02_primary_practices.md +++ b/chapters/02_primary_practices.md @@ -255,14 +255,14 @@ scheme, you make it possible for future researchers (including you!) to compare your data to data from other, heterogeneous, sources. ```{note} -Many metadata resources refer to something called a **controlled vocabulary**. -This is a list of specific values, each with a predefined meaning. It is -designed to provide consistency and uniqueness across data sources. One common -example of a controlled vocabulary is a list of geographic names, like the -[Thesaurus of Geographic Names (TGN)][tgn]. There are many ways you can refer to -New York City (NYC, the Big Apple, Manhattan etc). But if you want to be able -to group together all data about New York City, it is helpful if everyone calls -it the same thing. +Many metadata resources refer to something called a **[controlled +vocabulary][c-vocab]**. This is a list of specific values, each with a +predefined meaning. It is designed to provide consistency and uniqueness across +data sources. One common example of a controlled vocabulary is a list of +geographic names, like the [Thesaurus of Geographic Names (TGN)][tgn]. There are +many ways you can refer to New York City (NYC, the Big Apple, Manhattan etc). +But if you want to be able to group together all data about New York City, it is +helpful if everyone calls it the same thing. ``` Even if you don't know where your data will end up, documenting your data when @@ -301,13 +301,17 @@ to expand all the collapsed sections. :::{seealso} -There are many additional resouces on documenting your data available on the -web. Here are a selection of them: +There are many resouces on documenting your data available. Here are a selection +of them: +- [Metadata Standards Catalog][msc] +- [Fairsharing.org][fairshare] - [README, Write Me! DataLab workshop reader][datalab-readme] - [UC Davis Research Data Management LibGuide][lib-metadata] +- [CESSDA's Data Management Expert Guide][cessda-guide] - [The Turing Way on Documentation and Metadata][turing-metadata] - [MIT Metadata Info][mit-metadata] - [Harvard Biomedical Documentation and Metadata][harvard-metadata] +- University College Dublin on [Metadata][dublin-ex] and [Documentation][ucd-doc] ::: @@ -324,6 +328,8 @@ web. Here are a selection of them: [tgn]: https://www.getty.edu/research/tools/vocabularies/tgn/index.html [turing-metadata]: https://book.the-turing-way.org/reproducible-research/rdm/rdm-metadata/ [harvard-metadata]: https://datamanagement.hms.harvard.edu/collect-analyze/documentation-metadata +[c-vocab]: https://rdf-vocabulary.ddialliance.org/ +[ucd-doc]: https://libguides.ucd.ie/data/documentation (create-data-dictionary)= #### Create a Data Dictionary