Understand what a collection of language examples can and cannot establish.
A corpus is a collection of language material that can be examined together. Words, translations, sentences, and recordings support different kinds of questions. A collection becomes more useful when its sources, review state, and coverage remain understandable.
Before interpreting a count, identify the type of resource. Is it a distinct word form, a dictionary sense, a translated pair, a complete sentence, or a recording? Several of these can describe the same underlying example without being independent observations.
The Observatory and analysis site includes corpus-related navigation and measures. Read their labels before treating all values as counts of interchangeable entries.
An independently recorded speaker example and a generated example provide different evidence. An explained, reviewed entry and an unreviewed proposal also have different roles. Quantity can help describe a collection, but it does not settle linguistic accuracy or representativeness by itself.
For an unfamiliar expression, retain the complete sentence or recording context. A statistic about the corpus cannot explain a disputed word’s meaning without the relevant example.
The public methodology includes derived estimates for some resource measures. An estimated token total, for example, should retain its estimate status rather than being described as a directly counted collection of independently verified words.
When sharing a value, preserve the definition and the source label. If the methodology does not answer a specific coverage question, state that uncertainty rather than filling it with a guess.
| Observation | More useful question |
|---|---|
| Many entries lack context | Which kind of example would make this group easier to learn from? |
| Audio is limited for a topic | Which written forms need matching recordings? |
| A score seems low | Which units are actually populated, and how are they scaled? |
| Counts differ between views | Are the units, sources, and dates the same? |
Use Tabula’s contribution guide when you have evidence to add. Use interpreting findings before turning a corpus observation into a claim about all speakers or language vitality.
