heterogeneous
Made up of many different kinds of people or things.
Consisting of people or things that are different from one another in kind, character, background, or type.
In science, medicine, or data analysis, heterogeneous means uneven or made of different parts.
Having a composition, structure, or set of characteristics that varies from part to part rather than being the same throughout.
- Base: heterogeneous
heterogeneous data
1data of varied kinds
Data that comes in different kinds or formats.
- The platform was designed to integrate heterogeneous data from hospitals, labs, and wearable devices.
- Heterogeneous data can be difficult to compare without careful cleaning and standardization.
- The researchers used machine-learning methods to find patterns in heterogeneous data.
- The app combines heterogeneous data from many sources.
- Heterogeneous data is harder to organize.
heterogeneous group
1group with varied members
A group made up of different kinds of people.
- The workshop attracted a heterogeneous group of teachers, designers, and public officials.
- Managing a heterogeneous group of learners requires flexible teaching methods.
- The panel was intentionally heterogeneous so that no single profession dominated the discussion.
- We are a heterogeneous group because we have different jobs and ages.
- The school has heterogeneous groups of students.
heterogeneous mixture
1unevenly mixed substance
A mixture whose parts are not evenly mixed.
- Oil and water make a heterogeneous mixture because the oil separates from the water.
- A bowl of cereal with milk is often used as a simple example of a heterogeneous mixture.
- The soil sample was a heterogeneous mixture of sand, clay, and organic material.
- Sand and iron filings are a heterogeneous mixture.
- Salad is a heterogeneous mixture.
heterogeneous network
1network with different components
A network that connects different kinds of devices or systems.
- The company runs a heterogeneous network that includes cloud servers, office laptops, and industrial sensors.
- Security tools must work across a heterogeneous network of old and new devices.
- Modern telecom systems often operate as heterogeneous networks that combine several wireless technologies.
- The office has a heterogeneous network of computers and phones.
- A heterogeneous network uses different kinds of devices.
heterogeneous population
1population with varied members
A population whose members are not all similar.
- The treatment was tested in a heterogeneous population of patients with different ages and medical histories.
- A heterogeneous population can make it harder to identify a clear trend in the data.
- The survey included a heterogeneous population rather than limiting responses to one region or income level.
- The city has a heterogeneous population.
- The study used a heterogeneous population of patients.