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Community clustering

Modularity

Homophily

Strongly tied network

0

Jython is not a supported language

Value of f(y) for ally

Tuples (y, f(y))

Creating functionality outside of what is provided by the built-in functions

Providing Functional access to user-defined data in HDFS

Providing advanced analytics to Hadoop

Providing an interface from Pig to Microsoft Excel for easier data manipulation

Ability to use about six hops to reach any other node in an extremely large social network

Erdos number of all scholars having written papers with Paul Erdos

Maximum number of edges between nodes in a graph with a diameter of six

Typical distance between nodes that are connected by triadic closure

It must be easily commanded

Any type of data can be processed

Hadoop is required

Data should be processed quickly

It is required for performing ad-hoc queries.

Varying formats of input data requires columns to be added in real time.

The company's employees are already fluent in SQL.

Existing SQL code will run unchanged on HBase.

MapReduce works best on unstructured data

There is no problem; MapReduce accommodates all the data

MapReduce can only parse one file at a time.

MapReduce is not ideal when the processing of one dataset depends on another.

One with a few. non-random input variables

One that has a closed-form solution

One with numerous, non-random Input-variables

One that compares "what-if scenarios

Discourse

Syntactic

Semantic

Acoustic

Data is imported from a relational database table

Data is stored in the column qualifier

There are thousands of columns families

The column names are randomly generated