# pandas python vs python xlrd Comparison | | pandas python | python xlrd | |---|---|---| | **Star Rating** | 4.6 out of 5 | 4.1 out of 5 | | **Total Reviews** | 98 | 20 | | **Largest Market Segment** | Enterprise (39.8% of reviews) | Mid-Market (52.6% of reviews) | | **Entry Level Price** | No pricing available | No pricing available | --- ## Top Pros & Cons ### pandas python Pros: - Data Management (2 reviews) - Ease of Use (2 reviews) Cons: - Performance Issues (2 reviews) - Complex Installation (1 reviews) ### python xlrd **Not enough data** --- ## Ratings Comparison | Rating | pandas python | python xlrd | |---|---|---| | **Meets Requirements** | 9.1 (78 reviews) | 8.0 (16 reviews) | | **Ease of Use** | 8.5 (78 reviews) | 8.4 (16 reviews) | | **Ease of Setup** | 8.9 (19 reviews) | Not enough data | | **Ease of Admin** | 8.2 (14 reviews) | Not enough data | | **Quality of Support** | 8.3 (70 reviews) | 7.9 (15 reviews) | | **Has the product been a good partner in doing business?** | 7.7 (13 reviews) | Not enough data | | **Product Direction (% positive)** | 8.8 (77 reviews) | 7.1 (16 reviews) | --- ## Pricing ### pandas python #### Entry-Level Pricing No pricing available #### Free Trial No information available ### python xlrd #### Entry-Level Pricing No pricing available #### Free Trial No information available --- ## Features Comparison By Category ### Component Libraries | Product | Score | Reviews | |---|---|---| | **pandas python** | 8.3/10 | 47 | | **python xlrd** | N/A | N/A | #### Functionality | Feature | pandas python | python xlrd | |---|---|---| | **Language Contingency** | 8.3 (38 reviews) | Not enough data | | **Component Library** | 8.6 (41 reviews) | Not enough data | | **Unlocked Components** | 8.2 (35 reviews) | Not enough data | #### Management | Feature | pandas python | python xlrd | |---|---|---| | **Framework Integration** | 8.4 (38 reviews) | Not enough data | | **Repository Management** | 8.5 (34 reviews) | Not enough data | | **Support** | 8.0 (33 reviews) | Not enough data | --- ## Categories **Shared Categories (1):** [Component Libraries Software](https://www.g2.com/categories/component-libraries) --- ## Reviewer Demographics ### By Company Size | Segment | pandas python | python xlrd | |---|---|---| | **Small-Business** | 28.0% | 21.1% | | **Mid-Market** | 32.3% | 52.6% | | **Enterprise** | 39.8% | 26.3% | ### By Industry #### pandas python - **Computer Software:** 18.3% - **Information Technology and Services:** 12.9% - **Telecommunications:** 7.5% - **Internet:** 7.5% - **Higher Education:** 6.5% - **Banking:** 4.3% - **Hospital & Health Care:** 4.3% - **Financial Services:** 3.2% - **Computer & Network Security:** 3.2% - **E-Learning:** 3.2% - **Other:** 29.0% #### python xlrd - **Computer Software:** 47.4% - **Internet:** 10.5% - **Information Technology and Services:** 10.5% - **Education Management:** 10.5% - **Oil & Energy:** 5.3% - **Management Consulting:** 5.3% - **Entertainment:** 5.3% - **Accounting:** 5.3% --- ## Alternatives ### Alternatives to pandas python - [Flutter](https://www.g2.com/products/flutter/reviews) — 4.6/5 stars (72 reviews) - [DevExpress](https://www.g2.com/products/devexpress/reviews) — 4.8/5 stars (116 reviews) - [Essential Studio](https://www.g2.com/products/essential-studio/reviews) — 4.5/5 stars (737 reviews) - [Selenium WebDriver](https://www.g2.com/products/selenium-webdriver/reviews) — 4.5/5 stars (100 reviews) - [Ionic: An OutSystems Company](https://www.g2.com/products/ionic-an-outsystems-company/reviews) — 4.4/5 stars (153 reviews) - [Progress Kendo UI](https://www.g2.com/products/progress-kendo-ui/reviews) — 4.4/5 stars (256 reviews) - [pygame](https://www.g2.com/products/pygame/reviews) — 4.4/5 stars (34 reviews) - [Progress Telerik](https://www.g2.com/products/progress-telerik/reviews) — 4.5/5 stars (216 reviews) - [python docx](https://www.g2.com/products/python-docx/reviews) — 4.0/5 stars (12 reviews) - [GDAL](https://www.g2.com/products/gdal/reviews) — 4.6/5 stars (18 reviews) ### Alternatives to python xlrd - [Essential Studio](https://www.g2.com/products/essential-studio/reviews) — 4.5/5 stars (737 reviews) - [Progress Kendo UI](https://www.g2.com/products/progress-kendo-ui/reviews) — 4.4/5 stars (256 reviews) - [Progress Telerik](https://www.g2.com/products/progress-telerik/reviews) — 4.5/5 stars (216 reviews) - [Ionic: An OutSystems Company](https://www.g2.com/products/ionic-an-outsystems-company/reviews) — 4.4/5 stars (153 reviews) - [DevExpress](https://www.g2.com/products/devexpress/reviews) — 4.8/5 stars (116 reviews) - [Selenium WebDriver](https://www.g2.com/products/selenium-webdriver/reviews) — 4.5/5 stars (100 reviews) - [Flutter](https://www.g2.com/products/flutter/reviews) — 4.6/5 stars (72 reviews) - [Appsmith](https://www.g2.com/products/appsmith/reviews) — 4.6/5 stars (67 reviews) - [IronPDF](https://www.g2.com/products/ironpdf/reviews) — 4.9/5 stars (57 reviews) - [Qt](https://www.g2.com/products/qt/reviews) — 4.3/5 stars (54 reviews) --- ## Top Discussions ### pandas python - Title: [What is your experience with pandas for data analysis, and what features do you find most useful?](https://www.g2.com/discussions/what-is-your-experience-with-pandas-for-data-analysis-and-what-features-do-you-find-most-useful) — 1 comment, 1 upvote > **Top comment:** "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..." - Title: [What is pandas python used for?](https://www.g2.com/discussions/what-is-pandas-python-used-for) — 1 comment > **Top comment:** "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..." ### python xlrd No discussions available for this product. --- **Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/pandas-python-vs-python-xlrd)