5V’s of Big Data
Characteristics of big data defined as Volume, Velocity, Variety, Veracity, and Value.
208 topics found for
“data analysis”
Big Data
Extremely large data sets that can be analyzed computationally to reveal patterns, trends, and associations.
Data Distribution
The spread and pattern of data values in a dataset, often visualized through graphs or statistical measures.
Normal Data Distribution
A symmetrical, bell-shaped distribution of data where most observations cluster around the mean.
Standard Deviation
A statistical measure that quantifies the amount of variation or dispersion of a set of data values.
Thin Data
Quantitative data that provides broad, numerical insights but often lacks the contextual depth that thick data provides.
Histogram
A graphical representation of the distribution of numerical data, typically showing the frequency of data points in successive intervals.
Analytics
The systematic computational analysis of data or statistics to understand and improve business performance.
Outliers
Data points that differ significantly from other observations and may indicate variability in a measurement, experimental errors, or novelty.