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  5. dask vs pandas

dask vs pandas

OverviewComparisonAlternatives

Overview

pandas
pandas
Stacks2.1K
Followers158
Votes0
GitHub Stars40.5K
Forks16.9K
dask
dask
Stacks63
Followers5
Votes0
GitHub Stars11.5K
Forks1.7K

dask vs pandas: What are the differences?

Developers describe dask as "Parallel PyData with Task Scheduling". Parallel PyData with Task Scheduling. On the other hand, pandas is detailed as "Powerful data structures for data analysis". Powerful data structures for data analysis, time series, and statistics.

dask and pandas can be primarily classified as "PyPI Packages" tools.

dask and pandas are both open source tools. pandas with 29.8K GitHub stars and 12.4K forks on GitHub appears to be more popular than dask with 7.91K GitHub stars and 1.23K GitHub forks.

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Detailed Comparison

pandas
pandas
dask
dask

Powerful data structures for data analysis, time series, and statistics.

Parallel PyData with Task Scheduling.

Statistics
GitHub Stars
40.5K
GitHub Stars
11.5K
GitHub Forks
16.9K
GitHub Forks
1.7K
Stacks
2.1K
Stacks
63
Followers
158
Followers
5
Votes
0
Votes
0

What are some alternatives to pandas, dask?

google

google

Python bindings to the Google search engine.

requests

requests

Python HTTP for Humans.

pytest

pytest

Pytest: simple powerful testing with Python.

boto3

boto3

The AWS SDK for Python.

numpy

numpy

NumPy is the fundamental package for array computing with Python.

six

six

Python 2 and 3 compatibility utilities.

urllib3

urllib3

HTTP library with thread-safe connection pooling, file post, and more.

python-dateutil

python-dateutil

Extensions to the standard Python datetime module.

flake8

flake8

The modular source code checker: pep8, pyflakes and co.

certifi

certifi

Python package for providing Mozilla's CA Bundle.

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