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Item #:
81183578
Effective Pandas 2: Opinionated Patterns for Data Manipulation (Treading on Python)
85% of respondents would recommend this to a friend
Item #:
81183578
SGD 69
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What Stands Out
Opinionated Patterns
Offers curated, efficient data manipulation techniques specifically for Pandas, empowering users to streamline processes and enhance productivity in data analysis tasks.
Comprehensive Guide
Acts as a complete resource for both beginners and experienced users, covering essential functionalities and best practices for leveraging Pandas to its fullest.
Hands-On Examples
Includes practical examples and hands-on exercises, making it easier for readers to grasp concepts and apply them to real-world data analysis scenarios.
Product Details
| Publisher | Independently published |
| Publication date | January 18, 2024 |
| Language | English |
| Print length | 594 pages |
| ISBN-13 | 979-8870528342 |
| Item Weight | 2.16 pounds (980 grams) |
| Dimensions | 6 x 1.34 x 9 inches (15.2 x 3.4 x 22.9 cm) |
| Book 4 of 13 | Treading on Python |
Who Should Buy?
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Data Analysts
Ideal for analysts looking to streamline data manipulation processes using targeted and effective Pandas practices.
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Data Scientists
Helpful for data scientists who need best practices for handling and transforming large datasets efficiently.
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Python Learners
Great for learners aiming to deepen their understanding of data manipulation with practical, opinionated guidance.
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Beginners
Not suitable for absolute beginners in Python or data manipulation who may find concepts too advanced.
Product Description
Effective Pandas 2: Opinionated Patterns for Data Manipulation (Treading on Python)
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Data Processing Editorial Review
The reception of "Effective Pandas 2: Opinionated Patterns for Data Manipulation Treading on Python" has been mixed amongst readers. While some found the book to be a valuable resource for deepening their understanding of pandas and boosting their data skills, others felt that it lacked a systematic approach and recommended starting with other foundational texts on the topic. The positive reviews highlighted the book's comprehensive coverage of pandas 2.0+ and its abundance of examples, tips, and tricks for data manipulation. Additionally, the teaching style of the author, Matt Harrison, was praised for its effectiveness in conveying complex concepts. However, a negative review pointed out issues with the book's physical quality, citing problems with the binding and the pages falling out within a few days of purchase. Overall, "Effective Pandas 2" appears to be a valuable resource for those already familiar with pandas and seeking to deepen their skills, but potential readers should be aware of possible quality issues with the physical book.
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Pros
- Comprehensive coverage of pandas 2.0+ and abundant examples
- Effective teaching style of the author
Cons
- Lack of systematic approach according to some readers
Product Price History
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SGD 69
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Features & Benefits
- Master the nuances of working with Pandas Series
- Learn to add and manipulate columns for more effective data organization
- Gain skills in summarizing and interpreting data for insights
- Understand the power of grouping and pivoting for advanced data aggregation and transformation
- Navigate the complexities of time series data
- Harness the power of visualization for compelling data stories
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