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This review aims to highlight the role of exploratory data analysis in correcting misconceptions in seismic theories.

December 19, 2025Open Access

Review: Exploratory Data Analysis with R: A New Approach to Seismic Data

Key Points

This review aims to highlight the role of exploratory data analysis in correcting misconceptions in seismic theories.
Discussed the application of exploratory data analysis (EDA) in seismic data interpretation.
Provided a brief guide on implementing EDA techniques in the field.
Exploratory data analysis contributed to correcting previously accepted misconceptions in seismic theories.
Demonstrated that EDA can offer new insights into data interpretation.

Abstract

In this field, several erroneous theories had long been accepted as fundamental laws and formulas. Recent corrections to these misconceptions were made possible through the application of Exploratory Data Analysis (EDA). This article outlines how EDA contributed to these breakthroughs and offers a brief guide for those wishing to begin using it themselves.

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Cite This Study

Tomokazu Konishi (Wed,) studied this question.

synapsesocial.com/papers/69449a922f0218eca9508602 https://doi.org/https://doi.org/10.20944/preprints202512.1377.v2