Data Overview Flashcards
Data
units of information
Data Documents
collections of data
datasets, databases, datastores, warehouses, notebooks
Data Sets
logical grouping of data
generally related or same data is grouped
Data Types
numeric, integer, float (decimal)
text, character, boolean
composite, binary
Schema
blueprint of database
formal language which describes the structure of data
schemaless
primary cell of database can accept many types of data
query (2 types)
requests for data results (reads) or data performing operations (writes)
relational data
structured info that reflects relationships between data in tabular form
database index
improves speed of reads from database
assigning things an ID and referencing ID for simplicity
pivot table
table of stats that summarize data
non relational data
key/value
document
graphs
columnar
data warehouse
column oriented data
aggregation
hot! queries fast
infrequent, not for real-time
data mart
subset of data warehouse
sales, marketing, supply chains, etc.
more frequent