Stephanie Chang

Stephanie Chang

@stephanielily

#mommylegislator. #GettingThingsDone for opportunity, access, justice, and equity. Headshot: Rosa Maria Zamarron | Cover: Tyre Nichols

Detroit https://www.stephaniechang.com/ Joined 2008-10-15 Date of Analysis: Dec 16, 2025

12,164

Followers

4,857

Following

14,260

Tweets

208

Listed

No

Verified

Account Overview

What This Report Covers

This comprehensive analysis examines @stephanielily'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:2008-10-15
  • Verification:No
  • Location:Detroit

Data Summary

  • Followers Analyzed:11,931

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Audience Demographics

Based on 11,931 followers

Her audience likely includes supporters of progressive policies, community leaders, and individuals interested in social justice and equity. They may also be interested in legislative processes and advocacy.

Good

Audience Quality

16.8%

Suspicion Index

13.3%

Low-Quality %

277

Median Reach

Audience Quality Signals

Lower percentages indicate healthier, more authentic followers.

20.8%

Empty Bio

9.2%

<10 Tweets

29.6%

Mass Following (>2K)

0.0%

New (<90 days)

23.9%

Low Ratio (<0.1)

0.0%

New (<180 days)

67.7%

No URL

5.8%

<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.

68,415,449

Total Potential Reach

277

Median Follower Reach

993

75th Percentile Reach

24.9%

>1K followers

4.6%

>10K followers

1.3%

>50K followers

0.8%

>100K followers

Creator vs Consumer Split

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

79.1%

Creators

9,438 accounts

11.7%

Consumers

1,390 accounts

9.2%

Dormant

1,103 accounts

203

Verified Followers

1.7% of total

15.3%

Professional Bios

founder, dev, analyst, etc.

0.29

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):

Detroit, MI (897) Michigan, USA (602) Michigan (382) Detroit (220) Lansing, MI (218) Ann Arbor, MI (204) Washington, DC (199) United States (184) Detroit, Michigan (107) Grand Rapids, MI (88)

203

Verified Followers

1.7% of total

1,308

Protected Accounts

10.96% of total

9 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
@CoryBooker 4,745,056 Politician Politics, New Jersey, Social Justice
@nprpolitics 2,951,457 Journalist Politics, Coverage, Conversation
@6BillionPeople 2,008,584 - -
@AndrewYang 1,660,435 Entrepreneur Entrepreneur, UBI, Human-Centered Economy
@tedlieu 1,643,783 Politician Family, USAF, Congress
@RashidaTlaib 1,403,541 Politician Detroiter, Palestinian, Muslima
@steveyeun 1,394,593 - -
@SinghLions 1,318,720 Restaurateur Food, Travel, Influencer
@mmpadellan 1,251,408 Political Commentator #BlueWave2022, #Feminist, #TheResistance
@davidhogg111 1,218,987 Activist politics, activism, advocacy

Top Keywords in Follower Bios

michigan (761) detroit (610) sheher (477) mom (474) state (456) love (378) former (365) justice (343) views (333) director (330)

Top Hashtags in Follower Bios

#blm (129) #resist (104) #blacklivesmatter (77) #voteblue (49) #detroit (42) #goblue (42) #michigan (28) #lgbtq (27) #fbr (26) #theresistance (22)

9,451

Followers With Bio

2,480

Followers Without Bio

79.21%

% With Bio

20.79%

% 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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Key Insights & Takeaways

Her profile emphasizes her role as a mother and legislator, which may help connect with voters and constituents. The use of hashtags like #mommylegislator suggests a focus on personal identity and public service. Her cover photo featuring Tyre Nichols highlights her involvement in social justice issues, particularly related to police accountability and racial equity.

Strengths

  • + Established follower base of 12,164
  • + Strong original content creation
  • + 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 @stephanielily reveals an growing Twitter presence with 12,164 followers. The account demonstrates a content-creator strategy, averaging 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: Dec 16, 2025