The phrase "an exploratory data" is not correct in English.
Did you mean "exploratory data"? You can use "exploratory data" when referring to data that is analyzed to discover patterns, trends, or insights, often in the context of data analysis or research.
Example: "The exploratory data revealed significant trends that warranted further investigation."
Alternatives: "exploratory analysis" or "exploratory dataset".
Hierarchical clustering is an exploratory data analysis method that reveals the groups (clusters) of similar objects.
This study undertook an exploratory data analysis of the binding parameters of HIV-1 integrase inhibitors.
We present an exploratory data mining analysis that uses the information provided by our spatio-temporal context-aware event representation.
The clustering [68] approach is an exploratory data analysis technique in which a set of input objects, normally multidimensional, are classified into groups (i.e., clusters) of similar objects.
In this paper, an exploratory data analysis based model is proposed to carry out such estimation analysis by designing distribution and parametric models for the reference base.
Moreover, an exploratory data analysis, which comprises hierarchical cluster (HCA) and principal component analysis (PCA), was carried out and the findings were complementary.
Thus, the technique proposed is a exploratory data analytic strategy and should not be taken as proof of a treatment effect.
It should be noted that due to the complexity of biological data-mining situations, in its current state, the analysis of large gene lists with the current gene set enrichment tools is still more of an exploratory data-mining procedure rather than a pure and exact statistical solution.
An exploratory, data-driven approach may be justified if a causal association exists and underlying biologic mechanisms need to be investigated.
While an exploratory-data approach is never a substitute for sound causal modelling, it can nevertheless usefully inform it, especially when background knowledge on the topic of interest is scant.
The results of NIR analysis were processed by means of a chemometric exploratory data analysis technique, namely Principal Component Analysis (PCA) [27, 28].
