Nikita Sonavane

Nikita Sonavane

@glorious_gluten

Co-Founder/Lawyer @CPAProjectIndia | Editorial Board @Article14live @LAOT_Blog | Fellow @AshokaIndia | Visiting Fellow @UniofOxford | Dalit Feminist | She/Her

Bhopal, India Joined 2019-09-18 Date of Analysis: 12月 16, 2025

13,046

Followers

1,061

Following

4,109

Tweets

849.3

Avg Engagement

50

Listed

No

Verified

Account Overview

What This Report Covers

This comprehensive analysis examines @glorious_gluten's Twitter/X presence across multiple dimensions. We analyze tweet content, engagement patterns, audience demographics, posting habits, and network connections to provide actionable insights about this account's social media strategy and influence.

Account Classification

  • Account Size: Mid-Tier (10K+)
  • Account Age:2019-09-18
  • Verification:No
  • Location:Bhopal, India

Data Summary

  • Tweets Analyzed:588
  • Avg Likes per Tweet:27.3
  • Avg Retweets per Tweet:822.0
  • Followers Analyzed:11,982

Engagement Analysis

Based on 588 tweets

Their tweets receive a moderate to high level of engagement, with an average of 945 likes and 99 retweets per tweet. The content often sparks discussion and reflection among followers.

27.3

Avg Likes/Tweet

822.0

Avg Retweets/Tweet

16,055

Total Likes

483,307

Total Retweets

Engagement Quality Analysis

Median-based metrics that resist fake virality and outliers.

0

Median Likes

15

Median Retweets

158

75th Percentile

46,980

Top Tweet

65.1

Engagement per 1K Followers

Normalized influence metric

Viral Spikes

Engagement Pattern

Few posts get most engagement

Posting Behavior

Content style and format preferences

Curator

Amplifies others content frequently

9.5%

Original

16.5%

Replies

64.6%

Retweets

9.4%

Quotes

0.0%

Threads

0.0%

With Media

21.3%

With Links

10.4%

With #Tags

81.3%

With @Mentions

4.8%

With Emojis

127

Avg Length

Audience Reaction Profile

Conversational

Engages heavily in discussions

1.73

Reply/Original Ratio

0.14

Quote/RT Ratio

Posting Rhythm

Somewhat Bursty

Occasional posting spikes

74.1%

Weekday Posts

25.9%

Weekend Posts

Top Hashtags

#bakeryprasad (7) #jaibhim (4) #hathrascase (3) #bhopal (2) #thread (2) #india (2) #madhyapradesh (2) #karankataria (1) #lse (1) #babasaheb (1)

Most Mentioned

@cpaprojectindia (33) @siddheshgautam (12) @appsciitb (10) @mrinra (10) @glorious_gluten (9) @samiranadkarni (8) @shireenazam (8) @khalidaansari4 (7) @yashwant_zagade (7) @arpithakodiveri (7)

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Content Strategy Analysis

Based on 588 tweets

Content Type Distribution

Content Breakdown

Original Tweets 56 (10%)
Replies 97 (16%)
Retweets 380 (65%)
Quote Tweets 55 (9%)

What This Reveals About Their Strategy

This account prioritizes community engagement over content broadcasting. With replies making up the majority of their activity, they invest significant time in conversations, building relationships with followers and participating in discussions. This approach typically leads to higher loyalty and more authentic connections.

The 380 retweets (65% of activity) show they also amplify content from others, which helps build relationships with other accounts and provides value to followers by surfacing relevant content.

Posting Patterns & Optimal Timing

Based on 588 tweets

Engagement by Hour (UTC)

Posting Frequency Over Time

Timing Insights

Understanding when an account posts and when their audience is most responsive provides valuable competitive intelligence. The charts above show when this account's content receives the most engagement, which often correlates with when their specific audience is most active on the platform.

Peak posting times vary significantly based on an account's audience demographics, timezone distribution, and content type. Accounts with global audiences often see engagement spread across multiple time windows, while those with regional focus may have more concentrated peaks.

Audience Demographics

Based on 11,982 followers

The audience primarily consists of individuals interested in social justice, human rights, and activism. They are likely engaged with topics related to Dalit rights, feminism, and academic discourse.

Good

Audience Quality

20.0%

Suspicion Index

14.4%

Low-Quality %

129

Median Reach

Audience Quality Signals

Lower percentages indicate healthier, more authentic followers.

22.4%

Empty Bio

10.7%

<10 Tweets

26.6%

Mass Following (>2K)

0.0%

New (<90 days)

41.9%

Low Ratio (<0.1)

0.0%

New (<180 days)

80.4%

No URL

6.5%

<3 Tweets

Free Mode Analysis: These quality metrics use heuristic signals (empty bios, low tweets, suspicious ratios). For ML-powered bot detection with 95%+ accuracy, use our dedicated tool.

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Follower Reach & Influence

This account's followers have their own audiences, creating potential for secondary amplification.

39,774,239

Total Potential Reach

129

Median Follower Reach

457

75th Percentile Reach

14.3%

>1K followers

2.5%

>10K followers

0.6%

>50K followers

0.3%

>100K followers

Creator vs Consumer Split

Classification based on tweet activity: Creators (>100 tweets), Consumers (10-100 tweets), Dormant (<10 tweets).

73.7%

Creators

8,830 accounts

15.6%

Consumers

1,868 accounts

10.7%

Dormant

1,284 accounts

334

Verified Followers

2.79% of total

16.6%

Professional Bios

founder, dev, analyst, etc.

0.13

Median Follow Ratio

follower/following

Follower Influence Distribution

How many followers do their followers have?

Follower Account Age

How long have followers been on Twitter?

Geographic Distribution

Top locations where followers are based (from those who share location data):

India (611) New Delhi, India (589) Mumbai, India (316) Bengaluru, India (173) New Delhi (172) Mumbai (131) Pune, India (120) Hyderabad, India (116) Chennai, India (89) Bangalore (84)

334

Verified Followers

2.79% of total

1,265

Protected Accounts

10.56% of total

6 years

Avg Account Age

of their followers

Notable Followers (By Influence)

Top accounts following this user, sorted by their follower count:

Username Followers Profession Interests
@JohnCena 14,105,705 Wrestler Wrestling, Motivation, Self-promotion
@SinghLions 1,335,661 Restaurateur Food, Travel, Influencer
@fayedsouza 1,103,756 Journalist Journalism, Entrepreneurship, Environment
@RJDforIndia 987,467 Politics Social Justice, Secularism, Politics
@kavita_krishnan 637,258 Politician Communist, Feminist, Author
@Kritika_Kamra 627,515 Actress Acting, Travel, Fitness
@HansrajMeena 622,617 Activist Writing, activism, equality
@barandbench 532,299 Legal News Law, Judiciary, Legal
@Profdilipmandal 468,262 Journalist Brahmin Studies, Editors Guild, Media
@ranjanakumari 467,412 Gender expert Gender Equality, Women Rights, Gender Policy

Top Keywords in Follower Bios

law (625) sheher (475) student (466) social (407) personal (368) lawyer (359) phd (342) views (333) india (318) journalist (302)

Top Hashtags in Follower Bios

#ambedkarite (34) #jaibhim (23) #dalitlivesmatter (14) #जयभ (12) #humanrights (9) #atheist (9) #gender (8) #स (7) #phd (6) #म (6)

9,296

Followers With Bio

2,686

Followers Without Bio

77.58%

% With Bio

22.42%

% Without Bio

Why Audience Demographics Matter

Understanding who follows an account reveals the type of influence they hold. Accounts followed primarily by users with few followers indicate broad, mainstream appeal. Those with many high-follower followers have greater potential for content amplification through secondary sharing.

Account age distribution also tells a story: a follower base with many new accounts might indicate recent viral growth, while established followers suggest long-term, stable influence. Geographic data helps understand the cultural context and timezone spread of the audience.

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Viral Tweets

Top 5 by likes+RTs from 588 analyzed

171,778

Combined Engagement

0

Total Likes

171,778

Total Retweets

34,356

Avg per Tweet

Key Metrics for Viral Tweets

0%

With Media

0%

With Hashtags

100%

With @Mentions

0%

With Links

Topical Analysis:

Dalit Feminism Social Justice Caste Gender Equality Academic Activism Human Rights

Key Insights & Takeaways

They frequently blend personal narratives with political and social commentary, which resonates with their audience. Their engagement suggests a strong connection with followers who are passionate about justice and equality. They leverage their platform to raise awareness about underrepresented communities and systemic issues.

Strengths

  • + Strong engagement rates above platform average
  • + Established follower base of 13,046
  • + High community engagement through conversations
  • + Active presence with consistent posting

Opportunities

  • ~ Optimize posting times for peak engagement windows
  • ~ Analyze top-performing content for replicable patterns
  • ~ Leverage geographic concentration for targeted content
  • ~ Explore collaboration potential with followed accounts

Summary

This analysis of @glorious_gluten reveals an well-established Twitter presence with 13,046 followers. The account demonstrates a conversation-first approach, averaging 849.3 engagements per tweet. Key strengths include consistent posting and an engaged audience, with opportunities to further optimize timing and content strategy based on the patterns identified in this report.

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About This Analysis: This analysis is based on a snapshot of followers, following, and recent tweets. It evaluates structure, quality, and behavior, not historical growth. Metrics like growth rate, momentum, churn, or spike analysis require time-series data which is not available from a single snapshot.

Data collected and analyzed by twtData | Analysis date: 12月 16, 2025