total amount of data

USAGE SUMMARY

The phrase "total amount of data" is correct and usable in written English.
It can be used when discussing the complete quantity of data in a specific context, such as research, analysis, or data storage. Example: "The total amount of data collected during the experiment exceeded our initial expectations."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

54 human-written examples

Alex Harper, the creator of MenuMeters, a tool from Raging Menace software (free at ragingmenace.com, though donations are requested), says that he has deliberately avoided tackling the problem of calculating the total amount of data consumed each month.

The New York Times - Tech

When the total amount of data traffic generated by machines overtakes that created by human voice conversations — or possibly before — mobile operators will have to choose who waits in line to make a call or receive an e-mail — the machine or the human.

The New York Times - Tech

LDE represents the total amount of data writes allowed in the lifespan of an SSD.

TechCrunch

The total amount of data in this corpus is nearly 140,000 utterances.

EURASIP Journal on Audio, Speech, and Music Processing

The total amount of data in the HIT-BTEC corpus is nearly 160,000 utterances.

EURASIP Journal on Audio, Speech, and Music Processing

The total amount of data was divided into two sets: training (or calibration) and testing.

Environmental Systems Research

Human-verified similar examples from authoritative sources

Similar Expressions

6 human-written examples

The amounts in the table represent total amounts of data that are selected from the MDR and downloaded to the ground between March 21, 2017, and August 4, 2017.

Earth, Planets and Space

For such analysis, not only the total amounts of data, but also the quality of sequencing reads, such as error rate and systematic sequence bias in the obtained short reads, markedly impact the assembly results [4].

Plosone

The total amounts of data for each analysis are 450 Mbp for FLX, 18 35 Gbp for GA, and 30 50 Gbp for SOLiD, respectively, while the average lengths of each sequence read are 330 bp for FLA, 75 100 bp for GA, and currently 50 bp for SOLiD [1].

Plosone

In both data sets, the sampled populations differed significantly in their total amount of pheromone (data set 1: ANOVA, F5,254 = 6.66, p < 0.01; data set 2: ANOVA, F4,128 = 3.99, p < 0.01).

BMC Ecology

As opposed to that, we focus on datasets with higher degrees of imbalance (up to 1-to-99) and study the behavior of semi-supervised learning algorithms when the available labeled data is less than 1% of the total amount of training data.

BMC Systems Biology

Expert writing Tips

Best practice

When discussing data limits or storage, specify units (e.g., GB, TB) for clarity. For example: "The "total amount of data" should not exceed 10 GB."

Common error

Avoid ambiguous statements by always specifying the unit of measurement when referring to the "total amount of data". Saying "a lot of data" is vague; instead, use precise units like "gigabytes" or "terabytes".

Linguistic Context

The phrase "total amount of data" functions primarily as a noun phrase. It quantifies the entirety of data, and as supported by Ludwig, the phrase is correct and usable in written English.

Expression frequency: Very common

Frequent in

Science

50%

News & Media

35%

Formal & Business

15%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "total amount of data" is a grammatically sound and frequently used expression for quantifying data, predominantly in scientific and news contexts. As confirmed by Ludwig, it is considered correct and usable in written English. When using this phrase, ensure clarity by specifying units of measurement and avoiding vague statements. Consider alternatives such as "overall data volume" or "aggregate data quantity" depending on the context. Being precise about the measurement is key when discussing the "total amount of data".

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

overall data volume

Replaces "amount" with "volume", focusing on the quantitative aspect.

aggregate data quantity

Uses more formal terms "aggregate" and "quantity", suitable for technical contexts.

total data size

Focuses specifically on the size or storage capacity of the data.

cumulative data sum

Implies an addition or accumulation of data over time.

entire data collection

Emphasizes the completeness of the dataset.

overall data capacity

Highlights the maximum data that can be handled or stored.

total data holding

Refers to the data that is currently being held or stored.

comprehensive data set

Focuses on the completeness and thoroughness of the data.

total data throughput

Refers to the rate of data transfer or processing.

entire corpus of data

Uses "corpus" to refer to a large and structured set of data, often in linguistics.

FAQs

How to use "total amount of data" in a sentence?

You can use "total amount of data" to describe the quantity of information processed, stored, or transferred. For instance, "The experiment generated a large total amount of data".

What can I say instead of "total amount of data"?

You can use alternatives like "overall data volume", "aggregate data quantity", or "total data size" depending on the context.

Which is correct, "total amount of data" or "total number of data"?

"Total amount of data" is generally preferred because "data" is often treated as an uncountable noun. "Total number of data points" is also acceptable when referring to individual data entries.

What's the difference between "total amount of data" and "data size"?

"Total amount of data" refers to the overall quantity of data, while "data size" specifically focuses on the storage space occupied by the data. Data size can be a component contributing to the total amount.