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v2.5 StablePikory 2026
Discovery Intelligence

#Graph Book

Total Volume
Discovery Velocity
High
Initial Sampling
12 Items
Related Patterns:
Hashtag StatsBased on recent activity
Total Posts
Avg. Views
45,596
Best Performing Reel View
225,602 Views
Analyzed Creators
10
Performance Context
Initial Batch12 reels analyzed

Trending Feed

12 posts loaded

Letter h
Letter h is one of the most satisfying letters in b
168

Letter h Letter h is one of the most satisfying letters in brush calligraphy. A bold downstroke… a gentle bump… and a clean finish. It teaches: ✨ pressure balance ✨ smooth transitions ✨ confident strokes Mastering letters like h makes your handwriting look instantly more aesthetic and professional. DM “CALLI” if you want to learn Brush Calligraphy — stroke by stroke. . . . . . . . #letterhpractice #brushcalligraphytutorials #calligraphydailyreels #brushpenletteringart #calligraphyformenwomenkids

Get @reshare_app • @abhaycalligraphy How are you making D(s)
12

Get @reshare_app • @abhaycalligraphy How are you making D(s). Here are some versions to try😊 Workbooks on all styles is available on my website at 50% off. Visit calligraphycart.com/shop or abhaycalligraphyshop.etsy.com Pens - Pentel Touch Sign Pen Brush Tip #calligraphy #lettering #brushlettering #tombow #pentel letteringstyle creativewriting handwriting

Variations in uppercase alphabet- A 

#letteringtutorial #le
2,306

Variations in uppercase alphabet- A #letteringtutorial #lettering #copperplatecalligraphy #calligraphy #foryoupage [ lettering, brushpen calligraphy ,brushpen lettering ,calligraphy,explorepage ,explorereels ]

Uppercase letters A to Z
#calligraphy #calligraphyisfun #let
23,371

Uppercase letters A to Z #calligraphy #calligraphyisfun #lettering #abhaycalligraphy #calligraphyart

Daily Brushpen Lettering practice 
..
..
#handlettering #ree
1,373

Daily Brushpen Lettering practice .. .. #handlettering #reels #fbvideo #calligraphy #viral

💖✨

Can never go wrong with these brush pens. My favourite
135,199

💖✨ Can never go wrong with these brush pens. My favourite for a reason!✨ Hope you enjoy watching this video!! I’m using: Pentel brush sign pens . . . . . . . . . #Handletteringisfun #Handlettering #calligraphy #lettering #moderncalligraphy #brushlettering #calligraphyart #letteringartist #LetteringIndia #art

Cursive Handwriting Improving 

#calligraphy #handwriting #s
225,602

Cursive Handwriting Improving #calligraphy #handwriting #smartcalligraphy #calligraphyvideo #art #writing #viral #cursive #lettering

Merciful.. #calligraphy #brushpencalligraphy #handlettering
128

Merciful.. #calligraphy #brushpencalligraphy #handlettering #tutorial #pentalbrushpen

Beautiful round nib lettering.

Ink:- @syahico 

@abhaycalli
84,758

Beautiful round nib lettering. Ink:- @syahico @abhaycalligraphy #calligraphy #pradeepcalligraphy #handlettering #satisfying #calligraphyart

Brush Pen Lettering 
#calligraphy #calligraphyisfun #letteri
18,163

Brush Pen Lettering #calligraphy #calligraphyisfun #lettering

One Word One Pen 4 Styles
Which one is your favourite?

Work
54,599

One Word One Pen 4 Styles Which one is your favourite? Workbooks on all styles is available on my website at 50% off. Visit calligraphycart.com/shop Pens - Pentel Touch Sign Pen Brush Tip #calligraphy #lettering #brushlettering #tombow #pentel letteringstyle creativewriting handwriting

Daily Brushpen Lettering practice 
..
..
..
#reels #handlett
1,476

Daily Brushpen Lettering practice .. .. .. #reels #handlettering #calligraphy #fbvideo #viral

Top Creators

Most active in #graph-book

Semantic Clustering

Reels Graph Intelligence.

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

Strategic Implementation

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

In-Depth Hashtag Analysis: #graph-book

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

Executive Overview

#graph-book is an actively used Instagram hashtag. Across the 12 trending reels analyzed on this page, the content has accumulated a combined total of 547,155 views— demonstrating healthy engagement activity within this content vertical. The top creator ecosystem features 8 notable accounts, led by @vishwajeet_calligraphy with 225,602 total views. The hashtag's semantic network includes 2 related keywords such as #graph, #graphs, indicating its position within a broader content cluster.

Avg. Views / Reel
45,596
547,155 total
Viral Ceiling
225,602
Best Performing Reel
Unique Creators
8
12 reels analyzed

Viewership & Reach Analysis

The 12 reels in this dataset have generated a combined 547,155 views, translating to an average of 45,596 views per reel. This viewership level reflects a more community-focused reach, where content primarily circulates within a dedicated audience group.

Top Performing Reel

The highest-performing reel in this dataset received 225,602 views. This viral outlier performance is 495% 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 #graph-book 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, @vishwajeet_calligraphy, has contributed 1 reel with a total viewership of 225,602. The top three creators — @vishwajeet_calligraphy, @handlettering.is.fun, and @pradeep.calligrapher — together account for 81.4% of the total views in this dataset. The semantic network of #graph-book extends across 2 related hashtags, including #graph, #graphs. Creators often use these tags together to reach overlapping audiences.

Discoverability & Reach Potential

The discoverability metrics for #graph-book indicate an active content ecosystem. The average of 45,596 views per reel demonstrates consistent audience reach. For creators using #graph-book, authentic, niche-specific content that adds real value tends to perform well.

Analyst Verdict

#graph-book demonstrates the hallmarks of a steadily growing Instagram hashtag. With an average of 45,596 views per reel, the viewership metrics position this hashtag as a growing content category. Creators like @vishwajeet_calligraphy and @handlettering.is.fun are leading the charge, setting viewership benchmarks for the community.

Frequently Asked Questions

Everything about #graph-book on Instagram

Frequently Asked Questions

How popular is the #graph book hashtag?

Currently, #graph book has over — public posts on Instagram. It is a highly active community focus area for creators and brands.

Can I download reels from #graph book anonymously?

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

What are the most related tags to #graph book?

Based on our semantic analysis, tags like #graphs, #graph are frequently used alongside #graph book.
#graph book Instagram Discovery & Analytics 2026 | Pikory