Tech Insights

DataFrames

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What is DataFrames?

DataFrames are a fundamental data structure, especially in data science and data analysis. They are tabular data structures with labeled rows and columns, similar to spreadsheets or SQL tables. They provide a structured way to organize and manipulate data, making it easier to perform operations like filtering, sorting, aggregation, and transformation. DataFrames are commonly used for data cleaning, exploration, and analysis in various programming languages and libraries, such as Pandas in Python or Spark in Scala/Python/R.

What other technologies are related to DataFrames?

DataFrames Competitor Technologies

An alternative data structure with similar functionalities.
mentioned alongside DataFrames in 33% (241) of relevant job posts
RDDs are a lower-level data abstraction in Spark; DataFrames provide a higher-level, more structured API.
mentioned alongside DataFrames in 77% (75) of relevant job posts
RDDs are a lower-level data abstraction; DataFrames provide a higher-level, more structured API.
mentioned alongside DataFrames in 38% (86) of relevant job posts
RDDs are a lower-level data abstraction; DataFrames provide a higher-level, more structured API.
mentioned alongside DataFrames in 17% (56) of relevant job posts
A Python library providing similar data analysis functionalities to DataFrames but generally used for smaller, single-machine datasets.
mentioned alongside DataFrames in 0% (370) of relevant job posts

DataFrames Complementary Technologies

Spark SQL provides the execution engine for working with DataFrames.
mentioned alongside DataFrames in 4% (518) of relevant job posts
The Python API for Apache Spark, including DataFrame functionalities.
mentioned alongside DataFrames in 0% (307) of relevant job posts
A unified analytics engine for large-scale data processing, which includes DataFrames as a core component.
mentioned alongside DataFrames in 0% (513) of relevant job posts

Which job functions mention DataFrames?

Which organizations are mentioning DataFrames?

Organization
Industry
Matching Teams
Matching People
DataFrames
Apple
Scientific and Technical Services

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