datasets
Structured information collections
Datasets is the plural of dataset, a collection of related data organized for analysis or processing.
In research and computing, datasets are the raw material for study: The researchers released their datasets for peer review.
A dataset might contain survey responses, sensor readings, images, or any structured information gathered for a purpose.
Organized in grid format
- time-seriesData indexed by moments
- geospatialRelating to earth-position data
- longitudinalAlong the longer dimension
- cross-sectionalCut through perpendicularly
survey · census · panel · benchmark · training · test · synthetic · open
Changeable elements in equations
- methodologyFormal procedural framework
- hypothesisTestable proposed explanation
- correlationStatistical relationship measure
- empiricalBased on observation, not theory
findings · interpretation · validation · sampling · inference · quantitative · qualitative · experimentation
Ordered list of items
- repositoryPlace for storing things
- archiveStored historical records
- documentationWritten proof or instructions
- indexingSystematic organization for retrieval
classification · taxonomy · ontology · schema · dictionary · codebook · annotation · labeling
Average, or spiteful
- medianCentral sorted value
- modeWay or method
- varianceSpread around the mean
- standard deviationSpread around the mean
correlation · regression · distribution · outliers · sample size · histogram · percentile · confidence interval
Quadrillion bytes measured
- exabyteQuintillion bytes measurement
- scalabilityCapacity for growth
- HadoopOpen-source cluster framework
- NoSQLSchema-free database systems
cloud computing · streaming · batch processing · parallel processing · ETL · sharding · partitioning · velocity
tabular
Organized in grid format
- time-seriesData indexed by moments
- geospatialRelating to earth-position data
- longitudinalAlong the longer dimension
cross-sectional · survey · census · panel · benchmark · training · test · synthetic · open · proprietary
variables
Changeable elements in equations
- methodologyFormal procedural framework
- hypothesisTestable proposed explanation
- correlationStatistical relationship measure
empirical · findings · interpretation · validation · sampling · inference · quantitative · qualitative · experimentation · framework
catalog
Ordered list of items
- repositoryPlace for storing things
- archiveStored historical records
- documentationWritten proof or instructions
indexing · classification · taxonomy · ontology · schema · dictionary · codebook · annotation · labeling · versioning
mean
Average, or spiteful
standard deviation · correlation · regression · distribution · outliers · sample size · histogram · percentile · confidence interval · p-value
petabyte
Quadrillion bytes measured
- exabyteQuintillion bytes measurement
- scalabilityCapacity for growth
- HadoopOpen-source cluster framework
NoSQL · cloud computing · streaming · batch processing · parallel processing · ETL · sharding · partitioning · velocity · variety
- Datadatabank, microdata, measurements, statistics, variables
- researchstudy, research papers, researching, archive, peer review
- digital filesfile, audio file, files, document, backup file
- data sciencealgorithm, machine learning, model, analytics, prediction
- data analysisstatistics, analysis, analytics, conclusions, mean
- Data Journalisminfographics, charts, graphs, statistics, analysis