Hadoop Tool: Pandas Assignment Help
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Pandas can be an open source, BSD licensed library providing
high-performance, easy-to-use data structures as well as data
analysis tools for the Python programming language.
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The Pandas project consists of data structures as well as data
analysis tools based on the Python programming language.
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This enables organizations to make use of Python as an
alternative to R with regard to big data analysis projects.
- Operating System are Windows, Linux, OS X.
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Pandas can be a{" "}
Python
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package supplying fast, flexible, as well as expressive data
structures designed to make working with relational or even
labeled data both simple as well as user-friendly.{" "}
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It aims to be the fundamental high-level building block for
doing practical, real world data analysis in Python.{" "}
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The most effective as well as flexible open source data analysis
or even manipulation tool available in any kind of language.{" "}
- Pandas is fast.
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Many of the low-level algorithmic bits happen to be thoroughly
modified within in Cython code.{" "}
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Pandas is a dependency associated with statsmodels, which makes
it an essential the main record of the statistical computing
ecosystem in Python.
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Pandas may be utilized extensively in production in financial
applications.
The two primary data structures of pandas:
- Series (1-dimensional) and
- DataFrame (2-dimensional)
Many kinds associated with data:
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Tabular data along with heterogeneously typed columns, such as
an SQL table or even Excel spreadsheet.
- Ordered as well as unordered time series data.
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Arbitrary matrix data along with row as well as column labels.
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Any other form of observational or even statistical data sets.
The data actually need not be labeled at all to be placed into a
pandas data structure.