Introducing G2.ai, the future of software buying.Try now
Compare pandas python and python xlrd 
At a Glance
Market Segments
Enterprise (37.8% of reviews)
Mid-Market (52.6% of reviews)
Entry-Level Pricing
No pricing available
No pricing available
pandas python
Star Rating
(95)4.6 out of 5
Market Segments
Enterprise (37.8% of reviews)
Entry-Level Pricing
No pricing available
Learn more about pandas pythonpython xlrd
Star Rating
(20)4.1 out of 5
Market Segments
Mid-Market (52.6% of reviews)
Entry-Level Pricing
No pricing available
Learn more about python xlrdSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- Users report that while both Python xlrd and pandas are effective for data manipulation, pandas shines with its extensive functionality for data analysis, particularly with its DataFrame structure, which allows for more complex operations compared to xlrd's more limited capabilities.
- Reviewers mention that pandas has a steeper learning curve due to its vast array of features, but once mastered, it offers superior performance in handling large datasets, whereas xlrd is praised for its simplicity and ease of use for basic Excel file reading tasks.
- G2 users highlight that pandas provides better support for various data formats beyond Excel, such as CSV and JSON, making it a more versatile tool for data scientists, while xlrd is specifically tailored for reading Excel files, which can limit its applicability in broader data workflows.
- Users on G2 report that the community support for pandas is significantly stronger, with a wealth of tutorials and documentation available, whereas xlrd users mention that they often struggle to find resources and support for more advanced use cases.
- Reviewers say that pandas' integration with other libraries like NumPy and Matplotlib enhances its functionality for data visualization and numerical analysis, a feature that xlrd lacks, making pandas a more comprehensive choice for data analysis projects.
- Users say that while xlrd is sufficient for straightforward tasks, those needing advanced data manipulation and analysis capabilities consistently prefer pandas, as it allows for more sophisticated data operations and transformations.
Pricing
Entry-Level Pricing
pandas python
No pricing availablepython xlrd
No pricing availableFree Trial
pandas python
No trial information availablepython xlrd
No trial information availableRatings
Meets Requirements
9.0
75
8.0
16
Ease of Use
8.5
75
8.4
16
Ease of Setup
9.0
16
Not enough data
Ease of Admin
8.2
14
Not enough data
Quality of Support
8.2
67
7.9
15
Has the product been a good partner in doing business?
7.7
13
Not enough data
Product Direction (% positive)
8.8
75
7.1
16
Features by Category
Functionality
8.2
37
Not enough data
8.5
39
Not enough data
8.1
34
Not enough data
Management
8.3
35
Not enough data
8.4
33
Not enough data
7.9
32
Not enough data
Categories
Categories
Shared Categories
pandas python and python xlrd are categorized as Component Libraries
Unique Categories
pandas python has no unique categories
python xlrd has no unique categories
Reviews
Reviewers' Company Size
pandas python
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
python xlrd
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Small-Business
(50 or fewer emp.)
Mid-Market
(51-1000 emp.)
Enterprise
(> 1000 emp.)
Reviewers' Industry
Computer Software
18.9%
Information Technology and Services
13.3%
Telecommunications
7.8%
Internet
7.8%
Higher Education
5.6%
Other
46.7%
Computer Software
47.4%
Internet
10.5%
Information Technology and Services
10.5%
Education Management
10.5%
Oil & Energy
5.3%
Other
15.8%
Alternatives
Discussions
What is your experience with pandas for data analysis, and what features do you find most useful?
1 Comment
LM
My experience with pandas for data analysis has been very positive and productive. I find pandas to be an incredibly powerful and flexible library that...Read more
What is pandas python used for?
1 Comment
LM
Pandas in Python is primarily used for data manipulation and analysis. It provides powerful data structures like DataFrames and Series that make it easy to...Read more
pandas python has no more discussions with answers
python xlrd has no discussions with answers
Hunting for software insights?
With over 3 million reviews, we can provide the specific details that help you make an informed software buying decision for your business. Finding the right product is important, let us help.
