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DATAC: a multipurpose biological data analysis program based on a mathematical interpreter.

D Bertrand, C R Bader

    International Journal of Bio-Medical Computing
    |May 1, 1986
    PubMed
    Summary
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    This study introduces a flexible data treatment program using a mathematical command interpreter and C-language. It enables scientists to perform complex computations on diverse data types by writing algebraic equations, enhancing data analysis capabilities.

    Area of Science:

    • Computational Biology
    • Scientific Computing
    • Data Analysis

    Background:

    • Traditional data analysis tools often lack flexibility for diverse scientific data.
    • Integrating mathematical interpretation with programming offers enhanced computational power.
    • Scientists require adaptable tools for electrophysiological, biochemical, and theoretical data.

    Purpose of the Study:

    • To develop a highly flexible data treatment program.
    • To enable on-the-spot complex computations using simple algebraic equations.
    • To extend data analysis possibilities beyond pre-implemented functions.

    Main Methods:

    • Utilizing a mathematical command interpreter.
    • Leveraging the structural capabilities of the C-language.

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  • Implementing macrocommand editing at runtime.

    • Main Results:

    • The program handles diverse data types including electrophysiological, biochemical, and theoretical data.
    • Complex computations are performed by treating data ensembles as variables.
    • Users can create custom commands using familiar algebraic language.

    Conclusions:

    • The developed program offers significant flexibility and adaptability for scientific data treatment.
    • On-the-spot equation writing allows for dynamic and tailored data analysis.
    • The user-friendly algebraic interface democratizes advanced data processing capabilities for scientists.