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v2.5 StablePikory 2026
Discovery Intelligence

#Science Books

Total Volume
218KLive
Discovery Velocity
Viral
Initial Sampling
12 Items
Hashtag StatsBased on recent activity
Total Posts
218K
Avg. Views
322,283
Best Performing Reel View
997,490 Views
Analyzed Creators
10
Performance Context
Initial Batch12 reels analyzed

Trending Feed

12 posts loaded

Reading is actually good for you scientifically, Reading eve
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Reading is actually good for you scientifically, Reading even 5 minutes day a book, not scrolling on your phone, reading a science book for 5 minutes in a day, increases empathy, reduces stress, build scientific temper, controls emotions and improve mental health, they know it now by science. That’s why I love to share a fact that you can improve your scientific thinking with our science books, Visit our science website https://www.chemistrynotesinfo.com/p/books.html Science Book 📖 of the day: search on Amazon “Interesting Facts About All Elements of Periodic Table” by Author ✍️ Jitendra Singh Sandhu to Unlocking the Secrets of the Building Blocks of Our Universe 🌌⚛️🪐🔭🔎 #ScienceBooks #Reading #Learning #Education #ScientificThinking #book #Books #Science #chemistry #readingtime #readersofinstagram #booklovers

Comment with “Mastery” and use the discount code “FIRST50” t
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Comment with “Mastery” and use the discount code “FIRST50” to join my reading course Active Reading Mastery 2.0 discounted at 40%. Only 50 people can use the code. — 📌 As someone who hasn’t any developed understanding of science in general, I yearn to find books that are approachable and relatively comprehensible, and these five were incredibly comprehensible. They will definitely fascinate your mind! Have you read any of these books❓ and would you like to add any other books to this list❓ 👉🏻follow @books_for_sapiens for more insightful bookish content. Like ❤️ Share 🌏 Save 🔒 #readersofinstagram #bookcommunity #readmorebooks #nonfictionbooks #bookrecs

The ten books in physics that I absolutely loved reading 📚�
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The ten books in physics that I absolutely loved reading 📚📖 #book #read #physics #space #universe

Three book recommendations for the science enthusiast! 🪐

I
997,490

Three book recommendations for the science enthusiast! 🪐 If you don’t have an existential meltdown whilst reading - did you really read? 🫠 Books: 📚 Quantum Physics for Poets: by Christopher T. Hill and Leon M. Lederman 📚 Robot Dreams: by Isaac Asimov 📚 Project Hail Mary: by Andy Weir • #bookstagram #books #astronomy #scifi #science #quantum

i love physics books (and checking them out from libraries)!
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i love physics books (and checking them out from libraries)! have you read any of these? #astrophysics #books #bookrecs #astronomy #space

Do you think intelligence can be increased?

Comment “App” t
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Do you think intelligence can be increased? Comment “App” to try out my app, Rising, for free #bookrecommendations #learnsomethingnew #intelligence

Hundreds of thousands of copies sold. 

My suggestion:
Pleas
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Hundreds of thousands of copies sold. My suggestion: Please watch Episode - The Science of First World Problems Michael Easter & Dr. Andrew on Huberman Lab on Youtube. Mindblowing book with such a strong character narrative. 🎍hope Tashus

my favorite science fiction books since diving into the genr
373,271

my favorite science fiction books since diving into the genre! #sciencefiction #scifibooks #bookstagram #bookrecs

5 Best Sci-Fi Books for Kids 🚀 

The Wild Robot
🤖 A robot
156,115

5 Best Sci-Fi Books for Kids 🚀 The Wild Robot
🤖 A robot wakes up alone on an island and must learn to survive. It’s a heartwarming story about friendship, nature, and adapting to challenges. A Wrinkle in Time
✨ A girl travels through space to rescue her father from a dark force. It teaches courage, critical thinking, and believing in yourself. The Last Cuentista
🌌 A girl is one of the only people who remembers Earth’s stories after humanity resets. She uses her memories to protect culture, identity, and the power of storytelling. The City of Ember
🏙️ Two kids race to save their failing underground city before the lights go out forever. It’s a gripping puzzle-style adventure that builds problem-solving skills. Cosmic
🌠 A boy who looks older than he is sneaks onto a space mission—then has to act like a real leader.
It’s funny, adventurous, and great for teaching responsibility and teamwork.

Three book recommendations for the astronomy/cosmology/astro
151,200

Three book recommendations for the astronomy/cosmology/astrophysics enthusiast! 🔭 Get the full book titles below. ⬇️ We love a good deep dive into a cosmic 🐇🕳️ Books: 📚 The Biggest Ideas in the Universe 1: Space, Time and Motion by @seanmcarroll 📚 Cosmos by Carl Sagan - get the audio book! This book is the companion piece to the tv series of the same name. The original series was written by Carl, @anndruyan and Steven Soter and hosted by Carl Sagan. Later the follow up series was written by Ann and Steven with Neil deGrasse Tyson as host. 📚 The Illustrated a Brief History of Time: The Universe in a Nutshell by Stephen Hawking. You can find the specific book I have on @ebay I got mine from @barnesandnoble, but it was on sale hence the sticker residue 😅) • #bookstagram #books #astronomy #physics #science #space #cosmos

I have too many books. The incorrect amount, in fact 

10. T
731,316

I have too many books. The incorrect amount, in fact 10. The Code Book - Simon Singh 9. Telling Lies - Paul Ekman 8. A City on Mars - Kelly and Zach Weinersmith #math #mathematics #maths #science #physics #girlsinstem #womeninstem #astronomy #didyouknow #showerthoughts #wow #okay #foryou #discover #explore #stem #space #how #technology #book #books #booklover #booknerd #nerd

Best of the best

3. Blink
2. Genome
1. Cosmos

#math #mathe
185,257

Best of the best 3. Blink 2. Genome 1. Cosmos #math #mathematics #maths #science #physics #girlsinstem #womeninstem #astronomy #didyouknow #showerthoughts #wow #okay #foryou #discover #explore #stem #space #how #technology #book #books #reading

Top Creators

Most active in #science-books

Semantic Clustering

Reels Graph Intelligence.

Advanced mapping of high-affinity Instagram Reels semantic patterns identified within the #science-books ecosystem.

Strategic Implementation

Our semantic engine has identified these specific pattern clusters as high-affinity matches for #science-books. Integrated usage of #science-books with strategic Reels tags like #science and #sciences is statistically linked to a significant increase in initial Reels discovery velocity.

In-Depth Hashtag Analysis: #science-books

Expert Review • June 4, 2026 • Based on 12 Reels

Executive Overview

#science-books is an actively used Instagram hashtag. Across the 12 trending reels analyzed on this page, the content has accumulated a combined total of 3,867,392 views— demonstrating strong content velocity within this content vertical. The top creator ecosystem features 8 notable accounts, led by @ambre_rosario with 1,148,690 total views. The hashtag's semantic network includes 66 related keywords such as #science, #sciences, #science fiction books, indicating its position within a broader content cluster.

Avg. Views / Reel
322,283
3,867,392 total
Viral Ceiling
997,490
Best Performing Reel
Unique Creators
8
12 reels analyzed

Viewership & Reach Analysis

The 12 reels in this dataset have generated a combined 3,867,392 views, translating to an average of 322,283 views per reel. This strong average viewership suggests healthy algorithmic distribution. Reels using this hashtag are reliably reaching audiences interested in this niche.

Top Performing Reel

The highest-performing reel in this dataset received 997,490 views. This viral outlier performance is 310% of the average reel performance in this set. This significant gap between the top performer and the average highlights the "viral lottery" nature of this hashtag — breakout hits can achieve massive scale.

Content Overview & Top Creators

The #science-books ecosystem is dominated by short-form video content (Reels), aligning with Instagram's algorithmic preference for video-first distribution. There are 8 distinct accounts contributing to the trending feed. The top creator, @ambre_rosario, has contributed 2 reels with a total viewership of 1,148,690. The top three creators — @ambre_rosario, @modernday_eratosthenes, and @tashus_cafe — together account for 64.4% of the total views in this dataset. The semantic network of #science-books extends across 66 related hashtags, including #science, #sciences, #science fiction books, #science fiction book. Creators often use these tags together to reach overlapping audiences.

Discoverability & Reach Potential

The discoverability metrics for #science-books indicate an active content ecosystem. The average of 322,283 views per reel demonstrates consistent audience reach. For creators using #science-books, posting consistently with trending audio and relevant angles will help you get noticed.

Analyst Verdict

#science-books demonstrates the hallmarks of a steadily growing Instagram hashtag. With an average of 322,283 views per reel, the viewership metrics position this hashtag as a reliable reach driver. Creators like @ambre_rosario and @modernday_eratosthenes are leading the charge, setting viewership benchmarks for the community.

Frequently Asked Questions

Everything about #science-books on Instagram

Frequently Asked Questions

How popular is the #science books hashtag?

Currently, #science books has over 218K public posts on Instagram. It is a highly active community focus area for creators and brands.

Can I download reels from #science books anonymously?

Yes, Pikory allows you to view and download public reels tagged with #science books without an account and without notifying the content creators.

What are the most related tags to #science books?

Based on our semantic analysis, tags like #top 10 science fiction books, #top rated science fiction books, #science city patna tickets online booking are frequently used alongside #science books.
#science books Instagram Discovery & Analytics 2026 | Pikory