exploratory data analysis wikipedia - EAS

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  1. wikipedia.org
    We can find a more formal definition in Wikipedia. In statistics, exploratory data analysis is an approach to analyzing data sets to summarize their main characteristics, often with visual methods. A statistical model can be used or not, but primarily EDA is for seeing what the data can tell us beyond the formal modeling or hypothesis testing task.
    towardsdatascience.com/exploratory-data-analysis-eda-python-87178e35b14
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    What is exploratory data analysis?
    In statistics, exploratory data analysis is an approach to analyzing data sets to summarize their main characteristics, often with visual methods. A statistical model can be used or not, but primarily EDA is for seeing what the data can tell us beyond the formal modeling or hypothesis testing task. Exploratory data analysis was promoted by John ...
    en.wikipedia.org/wiki/Exploratory_data_analysis
    Can a statistical model be used for exploratory data analysis?
    A statistical model can be used or not, but primarily EDA is for seeing what the data can tell us beyond the formal modeling or hypothesis testing task. Exploratory data analysis was promoted by John Tukey to encourage statisticians to explore the data, and possibly formulate hypotheses that could lead to new data...
    en.wikipedia.org/wiki/Exploratory_data_analysis
    When was EDA used in data analysis?
    Originally developed by American mathematician John Tukey in the 1970s, EDA techniques continue to be a widely used method in the data discovery process today. Why is exploratory data analysis important in data science?
    www.ibm.com/cloud/learn/exploratory-data-analysis
    What is an exploratory committee?
    Exploratory committee, in United States politics, an organization that tests the feasibility of a potential candidate running for an elected office Exploratory data analysis, an approach to analyzing data for the purpose of formulating hypotheses worth testing
    en.wikipedia.org/wiki/Exploratory
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    Exploratory data analysis - Wikipedia

    https://en.wikipedia.org/wiki/Exploratory_data_analysis

    In statistics, exploratory data analysis is an approach of analyzing data sets to summarize their main characteristics, often using statistical graphics and other data visualization methods. A statistical model can be used or not, but primarily EDA is for seeing what the data can tell us beyond the formal

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    Tukey defined data analysis in 1961 as: "Procedures for analyzing data, techniques for interpreting the results of such procedures, ways of planning the gathering of data to make its analysis easier, more precise or

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    John W. Tukey wrote the book Exploratory Data Analysis in 1977. Tukey held that too much emphasis in statistics was placed on statistical hypothesis testing(confirmatory data

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    There are a number of tools that are useful for EDA, but EDA is characterized more by the attitude taken than by particular techniques.
    Typical

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    Many EDA ideas can be traced back to earlier authors, for example:
    Francis Galton emphasized order statistics and

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    JMP, an EDA package from SAS Institute.
    KNIME, Konstanz Information Miner – Open-Source data exploration platform based on Eclipse.

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    Anscombe's quartet, on importance of exploration
    Data dredging
    Predictive analytics

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    Findings from EDA are orthogonal to the primary analysis task. To illustrate, consider an example from Cook et al. where the analysis task is to find the variables which best predict the tip that a dining party will give to the waiter. The variables available in the

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  4. Exploratory - Wikipedia

    https://en.wikipedia.org/wiki/Exploratory

    Exploratory data analysis, an approach to analyzing data for the purpose of formulating hypotheses worth testing. Exploratory engineering, the process of making models of systems that are not feasible with current technologies. Exploratory (museum), a hands-on science museum in Bristol, England, from 1987 to 1999.

  5. Exploratory Data Analysis (EDA) - InfoVis:Wiki

    https://infovis-wiki.net/wiki/Exploratory_Data_Analysis_(EDA)

    Exploratory data analysis (EDA) was introduced by John Tukey as an approach to analyze data when there is only a low level of knowledge about its …

  6. Exploratory data analysis wiki | TheReaderWiki

    https://thereaderwiki.com/en/Exploratory_data_analysis

    Exploratory data analysis wiki | TheReaderWiki. In statistics, exploratory data analysis is an approach of analyzing data sets to summarize their main characteristics, often using statistical graphics and other data visualization methods. A statistical model can be used or not, but primarily EDA is for seeing what the data can tell us beyond the.

  7. Exploratory data analysis | Psychology Wiki | Fandom

    https://psychology.fandom.com/wiki/Exploratory_data_analysis
    • Assessment | Biopsychology | Comparative | Cognitive | Developmental | Language | Individual differences | Personality | Philosophy | Social | Methods | Statistics | Clinical | Educational | Industrial | Professional items | World psychology | Statistics: Scientific method · Research methods · Experimental design · Undergraduate statistics courses · Statistical tests · Game theo…
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  8. Explorative Datenanalyse – Wikipedia

    https://de.wikipedia.org/wiki/Explorative_Datenanalyse

    • Literatur über Explorative Datenanalyse im Katalog der Deutschen Nationalbibliothek
    • Hoaglin, D C; Mosteller, F & Tukey, J W (Eds) (1985) Exploring Data Tables, Trends and Shapes ISBN 0-471-09776-4
    • Hoaglin, D C; Mosteller, F & Tukey, J W (Eds) (1983) Understanding Robust and Exploratory Data Analysis ISBN 0-471-09777-2

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