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RateBud uses advanced AI to analyze review patterns, language authenticity, timing anomalies, and content quality. We examine reviewer behavior, review velocity, and linguistic markers to detect fake reviews with high accuracy.

What does the trust score mean?

The trust score is a percentage from 0-100% indicating review authenticity. This product scored 93% (Grade A). Scores above 80% indicate highly trustworthy reviews, 60-79% are generally reliable, and below 60% suggest caution.

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✅ Black Hat Python, 2nd Edition: Python Programming for Hackers and Pentesters Review Analysis

Name: Black Hat Python, 2nd Edition: Python Programming for Hackers and Pentesters
Brand: Black
SKU: 1718501129
Price: 27.32 USD
Availability: InStock
Rating: 4.7 (791 reviews)

Analysis Summary

Analysis is 42.1 days old. Re-run to get the latest review data and insights.

Based on the analysis, the Black Hat Python, 2nd Edition has received overwhelmingly positive reviews from credible sources, with a 4.7/5 rating and 93/100 overall score. The high review velocity and product consistency scores suggest that the book is well-received and reliable, which is reassuring for a product in the default category, especially considering the brand's reputation for expertise in hacking and pentesting. However, the relatively lower seller reputation score may raise some concerns, but it's not a major red flag given the product's overall positive reception.

Review Timeline

Review patterns over time - spikes may indicate manipulation

95%

Velocity Score

Spikes

None found

Peak

Reviews/mo

Timeline

Months

Pattern Analysis

Good: Review pattern appears natural with steady growth. No suspicious spikes that might indicate review manipulation.

Keyword Analysis

Common phrases and their authenticity patterns

89%

Authenticity

great book(5)excellent resource(8)

Positive

Natural phrases

Critical

Genuine concerns

Suspicious

Generic phrases

Language Authenticity

Vocabulary Diversity100%

Natural Language Flow98%

Unique Phrasing93%

Good: Language patterns appear natural with good diversity. Reviews use varied vocabulary and authentic expressions.

Recommendation

✅ Recommended

Analysis Date

December 7, 2025

Total Reviews

791 reviews analyzed

Understanding This Trust Score

Black Hat Python, 2nd Edition: Python Programming for Hacker... received a Grade A with a trust score of 93/100. This product has earned our highest trust rating. The review patterns show authentic customer feedback with natural language variation, consistent timing, and verified purchases. You can shop with confidence.

What This Means:

•Reviews show natural language diversity
•No suspicious timing patterns detected
•High percentage of verified purchases
•Review velocity matches expected sales patterns

What Reviewers Are Saying

Based on our analysis of customer reviews for Black Hat Python, 2nd Edition: Python Programming ..., here are the most common themes and opinions shared by verified buyers:

✓ Commonly Praised:

great book (5x)excellent resource (8x)

Overall sentiment: Based on the analysis, the Black Hat Python, 2nd Edition has received overwhelmingly positive reviews from credible sources, with a 4.7/5 rating and 93/100 overall score. The high review velocity and product consistency scores suggest that the book is well-received and reliable, which is reassuring for a product in the default category, especially considering the brand's reputation for expertise in hacking and pentesting. However, the relatively lower seller reputation score may raise some concerns, but it's not a major red flag given the product's overall positive reception.

Frequently Asked Questions

Are the reviews for Black Hat Python, 2nd Edition: Python Pr... real?

▼

Based on our AI analysis, approximately 93% of reviews appear authentic, while 7% show patterns consistent with potentially fake or incentivized reviews. Overall, you can trust most reviews for this product.

How does RateBud detect fake reviews?

▼

Our AI analyzes multiple factors including review timing patterns, language similarity, reviewer history, and purchase verification. For this product, we analyzed 791 reviews to calculate the trust score.

Should I buy Black Hat Python, 2nd Edition: Python Pr...?

▼

Based on our analysis, this product has trustworthy reviews and appears to be a safe purchase. The A grade indicates excellent review authenticity.

Shopping Tips for [object Object]

This product has 791 reviews with a Grade A trust score. Here's what to keep in mind:

💡Always prioritize verified purchase reviews over unverified ones
💡Look for detailed reviews that mention specific pros and cons
💡Be cautious of products with sudden spikes in positive reviews

Ready to make your purchase?

Based on our analysis, you can make an informed decision. Click below to purchase this product on Amazon.

✨ Premium Quality Product

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