Data analysis is the process of inspecting, cleansing, transforming, and modeling data with the goal of discovering useful information, informing conclusions...

exploratory data analysis (EDA) is an approach of analyzing data sets to summarize their main characteristics, often using statistical graphics and other data visualization...

when used in small amounts only. Big data analysis challenges include capturing data, data storage, data analysis, search, sharing, transfer, visualization...

In applied mathematics, topological data analysis (TDA) is an approach to the analysis of datasets using techniques from topology. Extraction of information...

observed data; how they can be used as part of statistical inference, particularly where several different quantities are of interest to the same analysis. Certain...

Functional data analysis (FDA) is a branch of statistics that analyses data providing information about curves, surfaces or anything else varying over...

Dark data Data (computer science) Data acquisition Data analysis Data bank Data cable Data curation Data domain Data element Data farming Data governance...

Data-flow analysis is a technique for gathering information about the possible set of values calculated at various points in a computer program. A program's...

exploratory data analysis, and a common technique for statistical data analysis, used in many fields, including pattern recognition, image analysis, information...

a discipline, a workflow, and a profession. Data science is "a concept to unify statistics, data analysis, informatics, and their related methods" to...

experiments. From the perspective of the scientist, data collection, data analysis, discussion of the data in the context of the research literature, and drawing...

Data Analysis Expressions (DAX) is the native formula and query language for Microsoft PowerPivot, Power BI Desktop and SQL Server Analysis Services (SSAS)...

component analysis (PCA) is a linear dimensionality reduction technique with applications in exploratory data analysis, visualization and data preprocessing...

Forensic data analysis (FDA) is a branch of digital forensics. It examines structured data with regard to incidents of financial crime. The aim is to...

Distributional data analysis is a branch of nonparametric statistics that is related to functional data analysis. It is concerned with random objects...

Geometric data analysis comprises geometric aspects of image analysis, pattern analysis, and shape analysis, and the approach of multivariate statistics...

methods) from a data set and transforming the information into a comprehensible structure for further use. Data mining is the analysis step of the "knowledge...

interpreting patterns of meaning (or "themes") within qualitative data. Thematic analysis is often understood as a method or technique in contrast to most...

research. Secondary data analysis can save time that would otherwise be spent collecting data and, particularly in the case of quantitative data, can provide...

Structured data analysis is the statistical data analysis of structured data. This can arise either in the form of an a priori structure such as multiple-choice...

Data envelopment analysis (DEA) is a nonparametric method in operations research and economics for the estimation of production frontiers. DEA has been...

proprietary computer program for interactive scientific graphing and data analysis. It is produced by OriginLab Corporation, and runs on Microsoft Windows...

statistics, oversampling and undersampling in data analysis are techniques used to adjust the class distribution of a data set (i.e. the ratio between the different...

a research strategy that focuses on quantifying the collection and analysis of data. It is formed from a deductive approach where emphasis is placed on...

Multiway data analysis is a method of analyzing large data sets by representing a collection of observations as a multiway array, A∈CI0×I1×…Ic×…IC{\displaystyle...

quality Path quality analysis Fourier analysis In statistics, the term analysis may refer to any method used for data analysis. Among the many such methods...

spatial analysis is geospatial analysis, the technique applied to structures at the human scale, most notably in the analysis of geographic data. It may...

The LTPP International Data Analysis Contest or the LTPP Data Analysis Contest is an annual international data analysis contest held by the American Society...

survival analysis involves the modelling of time to event data; in this context, death or failure is considered an "event" in the survival analysis literature...

aided) qualitative data analysis software (CAQDAS) offers tools that assist with qualitative research such as transcription analysis, coding and text interpretation...