Definition

Noun: - The process of performing complex and lengthy numerical calculations or data analysis: This term refers to the intensive computational work involved in processing large amounts of numerical data, often to solve problems, run simulations, or extract meaningful information.

Usage

"Number crunching" is typically used to describe the core, computationally intensive part of scientific, engineering, financial, or statistical work. It emphasizes the scale, complexity, and processing power required. - It is often used in contexts involving computers, data science, finance, and research. - It can describe either the activity itself or the computational capability required for it.

Examples

• Noun:
  • The financial model required several hours of number crunching on the supercomputer.
  • Her job involves a lot of number crunching to analyze the latest sales figures.
  • The success of the weather prediction depends on the number crunching done by these powerful servers.

Advanced Usage

• "to do the number crunching": to perform the complex calculations.
  • Our team will do the number crunching, and you can focus on interpreting the results.
• "heavy number crunching": emphasizes an exceptionally large or complex computational task.
  • This type of genomic research involves heavy number crunching.

Variants and Related Words

• Number cruncher (n):
  • A powerful computer designed for performing complex numerical calculations.

    • They bought a new number cruncher for the physics department.
  • A person whose job involves performing complex numerical calculations.

    • He's the lead number cruncher on our data analytics team.

Synonyms

• Data processing: The conversion of raw data into usable information.
• Computation: The action of mathematical calculation.
• Numerical analysis: The study of algorithms for solving mathematical problems with numbers.

Related Phrases

• Crunch the numbers: (Idiomatic phrase) To perform calculations on data, especially to analyze or understand it.
  • Before we make a decision, we need to crunch the numbers one more time.

Noun

1. performing complex and lengthy numerical calculations