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
as the text indicates
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "as the text indicates" is correct and usable in written English.
You can use it to refer to information or conclusions drawn from a specific text or document. Example: "The results of the study were conclusive, as the text indicates that there is a strong correlation between the variables."
✓ Grammatically correct
Science
News & Media
Encyclopedias
Alternative expressions(16)
according to the text
in the text
as the document shows
the author writes
it is written
based on the text
as stated in the text
as the text asserts
as the message indicates
as the text suggests
as the statement indicates
as the word indicates
as the verse states
as the passage reads
the text reads
the passage indicates
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
3 human-written examples
Piety, as the text indicates, is no longer treated as a virtue, for religious practices should be left to tradition and the oracle of Apollo at Delphi (427b c).
Science
But after the succeeding plagues of cattle disease and boils turn a hill of evidence into a mountain, Pharaoh's continued skepticism becomes unreasonable, as the text indicates by stating that God hardens Pharaoh's heart.
News & Media
As the text indicates at least for E. coli there remains a relatively large number of sequence-dependent termination motifs even in overlapping sequences.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
57 human-written examples
This needs to be clarified, as the manuscript text indicates that LN stroma contribute to the selective maintenance of antigen-specific.
Science
This does not necessarily require, however, that LECA "inherited" one or more V4R homologs from a prokaryote, or that this homolog was already active in an ancient vesicle transport system in prokaryotes, as the final sentence of text indicates.
Science
As the wall texts indicate, many objects for daily use were produced by the same artists who were making masks and figures; they were usually commissioned and were owned and used by a single individual.
News & Media
Only Iago mentions strangling as a possibility; the text clearly indicates that Othello smothers his wife.
News & Media
Mr. Rand consults rabbinic commentaries aplenty, but his images are never literal illustrations of the text, as indicated by the floating astronaut or the egg featured in #454 ("Observe the laws of menstrual impurity") or two knights sword fighting in #596 ("Destroy the seven Canaanite nations") or the moose in #442 ("Not to change consecrated animals from one type of offering to another").
News & Media
(The technology-savvy, business-suited Buckingham, played by Raymond el-Hosni, is Richard's architect in this particular image campaign.) English-speaking audiences should know that the text as indicated by the supertitles projected during the dialogue bears a loose relationship to Shakespeare's original.
News & Media
As discussed in the revised text this indicates a single, linear kinetic pathway for wrapping, consistent with the energy landscape proposed.
Science
It is obvious that higher thermal losses are associated with lower thermal efficiency, as the following equation indicates: eta_{text{th}} = eta_{text{opt}} - frac{{Q_{text{loss}} }}{{Q_{text{s}} }}.
Expert writing Tips
Best practice
Use "as the text indicates" to directly support your claims with textual evidence. This adds credibility and demonstrates a thorough understanding of the source material.
Common error
Avoid using "as the text indicates" too frequently in your writing, as it can make your prose repetitive. Vary your phrasing by using alternatives like "according to the text" or "the text suggests" to maintain reader engagement.
Source & Trust
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "as the text indicates" serves as a transitional phrase that introduces information directly derived from a specific written source. It functions to attribute authority and evidence to the cited text, reinforcing the credibility of the presented information. Ludwig AI confirms its proper usage in various contexts.
Frequent in
Science
66%
News & Media
22%
Encyclopedias
12%
Less common in
Formal & Business
0%
Academia
0%
Wiki
0%
Ludwig's WRAP-UP
The phrase "as the text indicates" is a grammatically sound and reliable way to attribute information or support claims by directly referencing a written source. Though classified as "Uncommon" in frequency, it is used across various contexts, particularly in scientific and news media. Ludwig AI confirms its appropriate usage. While effective for adding credibility, it is advisable to vary phrasing to avoid repetitiveness. Consider alternatives like "according to the text" or "the text implies" to enhance stylistic flow.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
according to the text
Focuses on direct attribution to the text, emphasizing that the information comes straight from the source.
the text suggests
Implies a less direct statement; the text hints at or implies the information rather than stating it explicitly.
the text implies
Highlights that the information is not directly stated but can be inferred from the text.
in the text
A more concise way of saying something is present within the text.
the passage states
Emphasizes that a specific statement is made within the text.
as the document shows
Broader term; 'document' can refer to various types of written material, not just text.
the author writes
Attributes the information directly to the author of the text.
it is written
A more passive way of indicating information derived from a text.
the source mentions
Refers to a source generally, implying the text is one possible source.
based on the text
Indicates the information is derived or concluded from the text, encompassing a broader interpretation.
FAQs
What does "as the text indicates" mean?
The phrase "as the text indicates" is used to show that information or a statement is supported by, or comes directly from, a particular written source. It's a way to cite or refer to the text as evidence.
How can I use "as the text indicates" in a sentence?
You can use "as the text indicates" to introduce a piece of information or a conclusion that you've drawn from a text. For example: "The population is expected to grow rapidly, as the text indicates in its projections."
What are some alternatives to "as the text indicates"?
Some alternatives include "according to the text", "the text suggests", or "the text implies". The best choice depends on the specific nuance you want to convey.
When is it appropriate to use "as the text indicates" in my writing?
It is appropriate to use "as the text indicates" when you want to directly attribute information or support a claim by referencing a specific text. It's useful in academic, scientific, or analytical writing where citing sources is important.
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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
4.5/5
Expert rating
Real-world application tested