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<h1 class="title toc-ignore">How to create a feature dataset</h1>
</div>
<p>Feature datasets for the Atlas are based on descriptive
literature.</p>
<p>To create a dataset you will need the following things:</p>
<ul>
<li>Access to our <a
href="https://drive.google.com/drive/folders/1qN3TpzX-wTxiX2ZX0ZNJ6SledqzLHE5W">drive</a></li>
<li>A <a
href="https://docs.google.com/spreadsheets/d/1HCoEBiz8A2Vd9LUApRLtMANpnsUJN-k6EaXrBYfN0IU/edit#gid=0">dataset
template</a></li>
<li>Our <a
href="https://drive.google.com/drive/folders/14RBA31Cj1MsFSiV4E_ZqTLGOhI1dUfMD">library</a>
of descriptive sources</li>
<li>Our <a
href="https://docs.google.com/spreadsheets/d/1XmOaGjd3ri6uA6yKBNobEfRqkPnsO3ljy_DssM2JrqM/edit?usp=sharing">literature
database</a> with bibliographical information about the sources in the
library</li>
</ul>
<p>Start by creating a folder for your feature in the drive, and upload
your dataset there, even if it is still a work in progress: this makes
it easier to discuss any problems or questions you might have.</p>
<p>You can see an example of a completed feature dataset <a
href="https://docs.google.com/spreadsheets/d/1Emf_uhLgwlLWkqmnCKOJKm2OyyIUt4weq_qqklc_sWo/edit?usp=sharing">here</a>.</p>
<p>For a quick reference on how to collect data, see the <a
href="steps.html">Step-by-step</a> instructions. The instructions below
go into more detail.</p>
<div id="list-of-columns" class="section level1">
<h1>List of columns</h1>
<p>Some of the columns are <strong>required</strong> (without them,
there may be problems with rendering maps and chapters) and some
<em><strong>are not</strong></em>.</p>
<p>Note: if you use an apostrophe (for example, in the name of a village
(<code>Tad-Magitl'</code>) or in transcription), use <a
href="https://en.wikipedia.org/wiki/%27_(disambiguation)">U+0027</a>
<code>'</code>. If you are working in Excel, when loading the table to
the drive, make sure that the apostrophes remain correct.</p>
<ul>
<li><strong>id</strong> - unique number for each row = one observation
in your dataset</li>
<li><strong>family</strong> - language family (optional)</li>
<li><strong>group</strong> - language branch/group (optional)</li>
<li><strong>language</strong> - language name (see <a
href="https://lingconlab.github.io/TALD/languages.html">the following
page</a> and <a
href="https://raw.githubusercontent.com/LingConLab/TALD/refs/heads/master/data/tald_villages.csv">this
dataset</a> for the details)</li>
<li><strong>idiom</strong> - the name of a language variety; descriptive
sources provide information on specific dialects or village varieties of
languages, and we aim to be as precise as possible about where our
information comes from; this also means that if a source says: “in
dialect X, the same form is used”, you can add this as an observation to
your dataset. (see <a
href="https://lingconlab.github.io/TALD/languages.html">the following
page</a> and <a
href="https://raw.githubusercontent.com/LingConLab/TALD/refs/heads/master/data/tald_villages.csv">this
dataset</a> for the details)</li>
<li><strong>type</strong> - specifies whether the idiom is a village
variety, a dialect spoken in multiple villages, or a standard language;
please use our standard names and type classifications.</li>
</ul>
<blockquote>
<p>You can search for the name and type of a certain idiom in <a
href="https://raw.githubusercontent.com/LingConLab/TALD/refs/heads/master/data/tald_villages.csv">the
East Caucasian villages dataset</a>. Sometimes the information on which
idioms are described and where the data has been collected is given at
the beginning of the source, so we recommend to search for this
information there.</p>
</blockquote>
<ul>
<li><strong>genlang_point</strong> - for our maps showing one datapoint
per language we need to choose which datapoint (in case we have multiple
points per language) is representative and will thus be showed on this
map. For this purpose you need to set the appropriate row in this column
to <em>yes</em> (no more than one per language), and set all other
observations for the same language to <em>no</em>; see also <a
href="philosophy.html#current_approach">Methods - Current approach</a>.
The full list of languages can be found <a
href="https://lingconlab.ru/tald/languages.html">here</a>.</li>
<li><strong>map</strong> - in some cases there are multiple observations
for one idiom (e.g. one frequent suffix and a more marginal one to
express the same meaning). On the map we can show <em>only one value per
datapoint</em>, so you can use this column to set information you want
to see on the map to <em>yes</em> and everything else to
<em>no</em>.</li>
</ul>
<blockquote>
<p>One value = one row in the dataset. If you have multiple values for
one idiom, create two rows for this idiom, each with a unique id. The
general rule of thumb for the <strong>genlang_point</strong> column is 1
“yes” per language, for <strong>map</strong> it is 1 “yes” per
idiom.</p>
</blockquote>
<ul>
<li><strong>chapter</strong> - the name of your chapter</li>
<li><strong>feature1</strong> - the name of the feature: the chapter <a
href="https://lingconlab.ru/tald/evidentiality_tense_map.html">Evidentiality
in the tense system</a>, for example, has two features:
<em>Evidentiality as a meaning of the perfect</em> and <em>Evidentiality
in the tense system</em>. The name of each feature should be
capitalized. The content of <strong>feature1</strong> will be used as a
title for your map.</li>
<li><strong>value1</strong> - the relevant values of a specific feature
(e.g. attested / not attested). Try not to use too many values for the
feature. The more values there are, the more difficult it is to perceive
the final map.</li>
</ul>
<blockquote>
<p>Maps are generated based on the <strong>value1</strong> column. If
you want to show the distribution of multiple parameters, please name
further columns <strong>value2</strong>, <strong>value3</strong>, etc.,
and accordingly: <strong>feature2</strong>,
<strong>feature3</strong>.</p>
</blockquote>
<ul>
<li><p><strong>source</strong> - reference to the source you consulted
(see <a href="#literature-references">Literature references</a>
below)</p></li>
<li><p><strong>page</strong> - relevant page in the source</p></li>
<li><p><em><strong>comment</strong></em> - in this column you can “pour
out your soul” in the words of G.A. Moroz: add any kind of thought on an
observation or the source it appears in. Keep in mind, however, that
anything you write here will be visible to users of the Atlas. So please
write your comments in English, and make them clear and
informative</p></li>
<li><p><em><strong>form</strong></em> - what the phoneme / morpheme /
construction / lexeme looks like in <a
href="#transcription">Caucasiologist transcription</a></p></li>
<li><p><em><strong>example_as_in_source</strong></em> - original
transcription of the example</p></li>
<li><p><em><strong>example</strong></em> - example of how the form is
used (if applicable) in <a href="#transcription">Caucasiologist
transcription</a> with morpheme boundaries</p></li>
<li><p><em><strong>translation_as_in_source</strong></em> - original
translation of the example</p></li>
<li><p><em><strong>translation</strong></em> - your own English
translation of the example in case the source was in Russian or you
dislike the original translation for some reason</p></li>
<li><p><em><strong>gloss</strong></em> - glosses for the example. Please
follow the <a
href="https://www.eva.mpg.de/lingua/pdf/Glossing-Rules.pdf">Leipzig
glossing rules</a> where possible. This includes unifying glosses from
the original sources if necessary. Format the non-lexical glosses in
CAPS.</p></li>
<li><p><em><strong>example_source</strong></em> - reference to the
source of the example</p></li>
<li><p><em><strong>example_page</strong></em> - page reference for the
example</p></li>
<li><p><em><strong>example_comment</strong></em> - any kind of comment
you would like to add regarding the example</p></li>
<li><p><strong>contributor</strong> - your name in English, so we know
how to properly credit your work</p></li>
<li><p><strong>date</strong> - the date on which you submitted your
table; edits of the table after its first publication on the website
will receive a new date stamp accordingly.</p></li>
</ul>
</div>
<div id="literature-references" class="section level1">
<h1>Literature references</h1>
<p>When you add a reference to your dataset, check if it is already
listed in the <a
href="https://docs.google.com/spreadsheets/d/1XmOaGjd3ri6uA6yKBNobEfRqkPnsO3ljy_DssM2JrqM/edit?usp=sharing">literature
database</a>. If yes, copy the <strong>bibtexkey</strong> of the
reference from the database to the <strong>source</strong> column in
your table.</p>
<blockquote>
<p>A <strong>bibtexkey</strong> is a unique identifier for a source
which allows us to easily cite sources across the Atlas.</p>
</blockquote>
<p>(You can find our <a
href="https://docs.google.com/spreadsheets/d/1XmOaGjd3ri6uA6yKBNobEfRqkPnsO3ljy_DssM2JrqM/edit?usp=sharing">library</a>
of descriptive sources here.)</p>
<p>In case you used multiple sources for one row / observation, separate
the keys with a semicolon <strong>and space</strong> (<strong>;
</strong>), and do the same with the page numbers in the adjacent
column.</p>
<p>If you refer to multiple page ranges from one source, separate them
with a comma.</p>
<p>If the entire source was relevant, for example because it was a paper
devoted to your topic, or because you read the whole grammar and the
feature is not mentioned anywhere, indicate NA in the page column.</p>
<table>
<thead>
<tr class="header">
<th>source</th>
<th>page</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td>khalilova2009; khalilova2011</td>
<td>221, 234–239; NA</td>
</tr>
</tbody>
</table>
<p>In the example above, pages 221 and 234-239 from
<code>khalilova2009</code> have relevant information about the feature,
while the paper <code>khalilova2011</code> was consulted/is relevant in
its entirety.</p>
<p>If the source of the information is a personal conversation, it is
necessary to indicate the name of the source with a note
<code>p.c.</code> for example <code>Santa Claus, p.c.</code>.</p>
<div id="adding-new-literature" class="section level2">
<h2>Adding new literature</h2>
<p>If you use a source which is not in our database yet, you will have
to add it by submitting a <a
href="https://docs.google.com/forms/d/e/1FAIpQLSfekbCiSi5TVtJDAWcAzIajkwYyoR8WjRJ1tjkt0QS6kdkIEA/viewform?usp=sf_link">form</a>
with the necessary information.</p>
<blockquote>
<p>Russian resources are listed in Cyrillic script with a translation in
English of the <strong>title</strong> and <strong>booktitle</strong>
fields.</p>
</blockquote>
<p>The <strong>bibtexkey</strong> for a source is constructed as
follows:</p>
<p><code>khalilova2009</code><br />
surname (Latin script, lower case letters) + year</p>
<p>If there are two authors, use both surnames, cf. Chumakina &
Corbett (2008) becomes <code>chumakinacorbett2008</code>. For sources
with more than two authors, write down only the surname of the first
author followed by <em>et al</em>,
e.g. <code>alekseevetal2008</code>.</p>
<p>In case a different resource by the same author and from the same
year is already present in the <a
href="https://docs.google.com/spreadsheets/d/1XmOaGjd3ri6uA6yKBNobEfRqkPnsO3ljy_DssM2JrqM/edit?usp=sharing">literature
database</a>, add a keyword <em>following</em> the year,
e.g. <code>bokarev1949</code> / <code>bokarev1949avar</code>.</p>
<p><strong>For unpublished sources</strong> use the surname followed by
the word draft, and the year in which the manuscript was produced or
when it was expected to be published, for example
`creisselsdraft2020’.</p>
<blockquote>
<p>The <strong>‘author’</strong> field should be filled as follows: last
name, name and (if present) the first letter of the patronymic or second
name, for example: <em>Абдуллаев, Сайгид Н</em>. If the source has more
than one author use <em>and</em> (in English): <em>Абдуллаева, Айшат З.
and Гаджиахмедов, Нурмагомед Э. and Кадыраджиев, Калсын С.</em> etc. If
the source does not specify the full names, try to find them on the
Internet rather than using initials.</p>
</blockquote>
<p>For city names in the <strong>‘address’</strong> field use English
names, e.g. <em>Moscow</em>, not <em>Москва</em>.</p>
<p>Don’t forget to upload a copy of the source to the appropriate folder
in the <a
href="https://drive.google.com/drive/folders/14RBA31Cj1MsFSiV4E_ZqTLGOhI1dUfMD?usp=sharing">library</a>
using the <strong>bibtexkey</strong> as filename.</p>
</div>
</div>
<div id="transcription" class="section level1">
<h1>Transcription</h1>
<p>Some general principles for transcription:</p>
<ul>
<li>we mostly follow IPA conventions but with a few notable exceptions:
<ul>
<li>ts = c, ʃ = š, tʃ = č, tɬ, tɬ’ = ƛ , ƛ’, dʒ = ǯ , ʒ = ž</li>
<li>nasalization is indicated with a tilde (~) above the vowel: aⁿ >
ã</li>
<li>except diphtongs, because they would require double tildes, which
looks pretty afwul: ũ̃̃o (in the source code these are two vowels with a
tilde above it side-by-side)</li>
<li>gemination as well as long vowels are indicated with a lengthmark ː
(triangles, not dots): чч > čː for consonants, ō > oː for
vowels</li>
</ul></li>
<li><a
href="https://docs.google.com/spreadsheets/d/1KYV1yOettrVlsv2HFqpL_inoGCRmOyzmBoX10Ku4Oio/edit#gid=1009521071">here</a>
is a table with all of the phonemes attested in the languages of our
sample, transcribed in IPA (column <strong>phoneme</strong>); how to
transcribe them for the atlas (column <strong>TALD</strong>), and how
they are represented in different idioms and sources (all other
columns). If you click on a column, you can view the bibtexkey of the
source (in addition to the language and idiom). This also means that if
you have the bibtexkey of a grammar, you can quickly find the
corresponding phoneme and transcription.</li>
</ul>
</div>
<div id="help" class="section level1">
<h1>Help</h1>
<p>For any general questions about data collection or the library, you
can always contact Chiara.</p>
<p>If you have a more specific question about your feature, please also
contact Chiara, and she will connect you with an expert consultant for
your feature.</p>
</div>
</div>
</div>
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