Used and loved by millions
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
data was unavailable
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "data was unavailable" is correct and usable in written English.
It can be used when indicating that specific information or statistics could not be accessed or retrieved at a given time. Example: "Due to technical issues, the data was unavailable for analysis during the meeting."
✓ Grammatically correct
Science
News & Media
Alternative expressions(1)
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
60 human-written examples
Data was unavailable for some countries.
News & Media
Data was unavailable for much of Alaska.
News & Media
This knowledge can be explored from many angles to answer questions for which data was unavailable or difficult to access.
News & Media
Dashes indicate that a question was not asked, a category was not provided in a particular year or the data was unavailable.
News & Media
Until now, hard data was unavailable.
News & Media
In cases where current data was unavailable at any of these sources, we developed estimates based on the most recent publicly available data.
News & Media
All Affymetrix data was normalized using robust multichip average (RMA) [38], except when raw data was unavailable, in which case it was necessary to use contributor-normalized expression values from GEO series matrix files.
"Therefore, if the home secretary is stating that communications data was unavailable in specific cases, then that would suggest that a warrant was either not submitted to, or was rejected by, the companies in question.
News & Media
Data was unavailable on the remaining nine.
News & Media
Food cost data was unavailable for New Mexico, as were school-age child care costs for Minnesota and North Dakota.
News & Media
Data was unavailable for the Indiana Senate race, but given the late entry of former popular Democratic Governor and Senator Evan Bayh and the shifting of the race from the Republican column, one can hardly conclude that this is a positive sign for the GOP in the Hoosier State.
News & Media
Expert writing Tips
Best practice
When reporting research findings, clearly state the reason why "data was unavailable". Providing context enhances transparency and credibility.
Common error
Avoid implying that data unavailability automatically invalidates the study or analysis. Instead, explain the limitations and potential impact on the findings objectively.
Source & Trust
83%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "data was unavailable" functions as a statement indicating the absence of specific information. This is supported by Ludwig AI which validates the phrase as grammatically correct and usable in various contexts.
Frequent in
Science
45%
News & Media
40%
Formal & Business
15%
Less common in
Wiki
0%
Reference
0%
Social Media
0%
Ludwig's WRAP-UP
In summary, "data was unavailable" is a grammatically sound phrase used to indicate the absence of specific information, as confirmed by Ludwig AI. It's most commonly found in scientific and news-related contexts. When using this phrase, providing context about why the data was missing is crucial for transparency. Alternatives such as "data was not available" or "information was lacking" can be used for variety. Remember to avoid implying that data unavailability automatically undermines a study's validity.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
data was not available
Slightly different wording, but conveys the same meaning of data inaccessibility.
information was not accessible
Replaces "data" with "information" and uses "not accessible" instead of "unavailable".
data was missing
Directly states that the data is absent.
data was absent
Similar to 'missing' but may imply a more formal tone.
data could not be found
Focuses on the inability to locate the data.
information was lacking
Highlights the absence of necessary information.
data was not provided
Emphasizes that the data was not supplied or furnished.
information was unobtainable
Indicates that obtaining the information was impossible.
no data was present
Emphasizes the complete absence of data.
relevant data was not on hand
Specifies that the missing data was relevant and not immediately accessible.
FAQs
How can I rephrase "data was unavailable" in a report?
You can use alternatives like "data was not available", "data was missing", or "information was lacking depending on the context.
What does it mean when data is described as "unavailable"?
It means the information could not be accessed, retrieved, or was not provided for a specific reason. This could be due to technical issues, privacy concerns, or simply that the data wasn't collected.
Is it acceptable to use "data was unavailable" in academic writing?
Yes, it's acceptable as long as you clearly explain why the "data was unavailable" and how this limitation might affect your analysis or conclusions.
What's the difference between "data was unavailable" and "data was uncertain"?
"Data was unavailable" means the data is completely missing. "Data was uncertain" means the data exists but its accuracy or reliability is questionable.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
83%
Authority and reliability
4.1/5
Expert rating
Real-world application tested