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Big Data Sources from GPSenabled Smartphone Applications: An Exploratory Analysis of Transit App DataCandace Brakewood Niloofar Ghahramani Coline Remy Jonathan PetersAbstract This paper considers
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An exploratory analysis is an initial investigation of data to uncover patterns, trends, and insights without preconceived hypotheses.
Typically, researchers, analysts, or organizations that collect or analyze data are required to conduct and file exploratory analyses.
To fill out an exploratory analysis, gather data, utilize statistical tools to analyze it, document findings, and present visualizations to showcase insights.
The purpose of an exploratory analysis is to gain a deeper understanding of the data, identify anomalies, and generate hypotheses for further analysis.
An exploratory analysis should report descriptive statistics, visual representations of the data, identified trends, and any notable correlations or anomalies.
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