Descriptive and Exploratory Statistics

What Do I Get When I Hire This Service?

What is Descriptive and Exploratory Statistics?

By hiring this service, you will obtain a personalized statistical analysis, adapted to the design and objectives of your study. The report will include:

• Frequency tables and measures of central tendency (mean, median, mode) and dispersion (standard deviation, interquartile range), according to the type and distribution of each variable.

• Customized descriptive graphs, such as histograms, boxplots, bar charts, or scatter plots, with adequate quality for presentations and publications.

• Evaluation of the statistical assumptions necessary to apply subsequent techniques, including normality tests (Shapiro-Wilk, Kolmogorov-Smirnov), symmetry and kurtosis, as well as complementary graphical representations (Q-Q plots, overlaid histograms, etc.)

• Suggestions on the suitability of the variables for subsequent analyses (for example: need to transform variables, reclassify categories, or group extreme values).

This service will allow you not only to understand the nature of your data in depth but also to rigorously justify the choice of statistical tests you will use in the following stages of the analysis.

Descriptive and exploratory statistics constitute an essential stage in any quantitative research. It allows for summarizing, organizing, and visualizing data in a rigorous and clear manner, facilitating its interpretation and helping to detect patterns, inconsistencies, or the need for transformation before applying more complex techniques.

This service is designed for doctors, biochemists, doctoral fellows, and biological science students who are developing clinical, epidemiological, or experimental projects and require a precise characterization of their data to strengthen their analysis and scientific presentation.

Upon completion of the analysis, you will receive a comprehensive technical report in PDF format, written in academic language and tailored to the needs of your discipline. This document will include the methodological description used, the results clearly organized, and the key interpretations, all presented clearly and ready to be integrated into your research work.

In addition, frequency tables and statistical summaries will be delivered in CSV or Excel format, allowing their opening and editing on multiple statistical platforms (such as SPSS, R, Stata, Jamovi, or Python), which facilitates their reuse in subsequent analyses. Each table will have descriptive captions, designed to facilitate their direct inclusion in reports, theses, or scientific publications.

The graphs will be delivered in high quality (.JPG or .TIF format), with adequate resolution for printing and academic presentations, and accompanied by explanatory legends and standardized captions that clearly describe the variable represented, the type of graph, and the relevant aspects of its interpretation.

This service is designed so that the client not only gains access to a rigorous analysis but also to visual and tabulated products ready for their scientific communication. Furthermore, a model paragraph for the “Materials and Methods” section of your work will be included, detailing the statistical approach applied.

Delivery Specifications