Pronunciation: [sˈampə͡lz] (IPA) 
The word "samples" is spelled as /ˈsæmpəlz/ in IPA phonetic transcription. This word follows the traditional English spelling rules, with the letter "a" representing the "æ" sound, the letter "m" representing the "m" sound, the letter "p" representing the "p" sound, and the letter "l" representing the "l" sound. The ending "es" is used to pluralize the noun "sample." With this spelling, the word "samples" is pronounced as "SAM-puhls."
Samples, in the context of various fields such as science, statistics, commerce, and music, refers to a subset or representative portion taken from a larger whole or population. These smaller fragments are utilized for analysis, study, or demonstration purposes.
In scientific research, samples are collected to study a limited number of subjects from a larger population, aiming to draw conclusions that can be generalized to the entire group. This process involves carefully selecting individuals or objects to ensure they are representative of the whole, allowing researchers to make inferences about the entire population based on the sample.
In statistics, samples are used to estimate parameters, such as mean or variance, of a population. By analyzing a smaller group, statistical inferences can be made about characteristics or behaviors of the entire population.
In the realm of commerce and marketing, samples often refer to small portions of products or services provided to potential customers as a means of promoting or advertising them. These free or discounted samples allow consumers to try a product before purchasing it, providing a glimpse into its qualities and encouraging future sales.
Likewise, in the music industry, samples represent brief snippets of existing songs or recordings incorporated into new compositions. These samples may be altered or combined with other elements to create a new piece of music, adding depth and familiarity to a track.
Overall, samples refer to carefully chosen subsets that provide insight and representativeness within various disciplines, serving as a valuable tool for analysis, estimation, promotion, or creative expression.
* The statistics data for these misspellings percentages are collected from over 15,411,110 spell check sessions on www.spellchecker.net from Jan 2010 - Jun 2012.
The word "samples" originated from the Old French term "exemple" from the Latin word "exemplum", which means "example" or "pattern". Over time, the word transformed into "sample" in Middle English, retaining its meaning as a representative part or piece used to represent a larger whole. The term "samples" eventually became the plural form of "sample" in Modern English, referring to multiple instances or examples of something.
