Scrapy VS Pandas

Compare Scrapy vs Pandas and see what are their differences.


Scrapy, a fast high-level web crawling & scraping framework for Python. (by scrapy)


Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more (by pandas-dev)
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Scrapy Pandas
96 215
43,565 33,970
0.9% 2.4%
8.8 10.0
3 days ago 5 days ago
Python Python
BSD 3-clause "New" or "Revised" License BSD 3-clause "New" or "Revised" License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.


Posts with mentions or reviews of Scrapy. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-05-25.


Posts with mentions or reviews of Pandas. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-05-26.

What are some alternatives?

When comparing Scrapy and Pandas you can also consider the following projects:

requests-html - Pythonic HTML Parsing for Humans™

Cubes - Light-weight Python OLAP framework for multi-dimensional data analysis

pyspider - A Powerful Spider(Web Crawler) System in Python.

orange - 🍊 :bar_chart: :bulb: Orange: Interactive data analysis

MechanicalSoup - A Python library for automating interaction with websites.

Airflow - Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

colly - Elegant Scraper and Crawler Framework for Golang

Dask - Parallel computing with task scheduling


pyexcel - Single API for reading, manipulating and writing data in csv, ods, xls, xlsx and xlsm files

SymPy - A computer algebra system written in pure Python

Grab - Web Scraping Framework