SparkNotes
The Official Twitter for https://www.sparknotes.com/
351,960
Followers
594
Following
10,213
Tweets
5,444.7
Avg Engagement
832
Listed
No
Verified
Account Overview
What This Report Covers
This comprehensive analysis examines @SparkNotes'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: Macro Influencer (100K+)
- Account Age:2008-04-15
- Verification:No
- Location:New York, NY
Data Summary
- Tweets Analyzed:3,169
- Avg Likes per Tweet:4,254.8
- Avg Retweets per Tweet:1,189.9
- Followers Analyzed:50,000
Engagement Analysis
Based on 3,169 tweetsSparkNotes' tweets receive a high average number of likes and retweets, showing strong audience interaction. The content is well-received, with a mix of humor and informative value driving engagement.
4,254.8
Avg Likes/Tweet
1,189.9
Avg Retweets/Tweet
13,483,304
Total Likes
3,770,797
Total Retweets
Engagement Quality Analysis
Median-based metrics that resist fake virality and outliers.
104
Median Likes
9
Median Retweets
7,573
75th Percentile
139,854
Top Tweet
15.47
Engagement per 1K Followers
Normalized influence metric
Long Tail
Engagement Pattern
Mix of hits and regular posts
Posting Behavior
Content style and format preferences
Mixed
Balanced content approach
63.2%
Original
27.4%
Replies
5.7%
Retweets
3.7%
Quotes
0.0%
Threads
0.1%
With Media
60.2%
With Links
1.7%
With #Tags
31.3%
With @Mentions
4.5%
With Emojis
88
Avg Length
Audience Reaction Profile
Interactive
Balances broadcasting with conversation
0.43
Reply/Original Ratio
0.65
Quote/RT Ratio
Posting Rhythm
Highly Bursty
Posts in concentrated bursts
98.6%
Weekday Posts
1.4%
Weekend Posts
Top Hashtags
Most Mentioned
Want This Report as PDF?
We're building PDF export for these analytics reports. Register your interest to get early access.
Content Strategy Analysis
Based on 3,169 tweetsContent Type Distribution
Content Breakdown
What This Reveals About Their Strategy
This is a content-creator focused account that primarily shares original thoughts, ideas, and media. With original content dominating their feed, they position themselves as a source of new information rather than a curator. This strategy works well for establishing thought leadership.
The 181 retweets (6% 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 3,169 tweetsEngagement 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 50,000 followersThe primary audience includes students, educators, and book lovers seeking quick summaries and trivia. It also attracts history enthusiasts and casual readers looking for fun facts and spoilers.
Good
Audience Quality
15.6%
Suspicion Index
18.4%
Low-Quality %
50
Median Reach
Audience Quality Signals
Lower percentages indicate healthier, more authentic followers.
26.3%
Empty Bio
15.5%
<10 Tweets
6.8%
Mass Following (>2K)
0.0%
New (<90 days)
36.0%
Low Ratio (<0.1)
0.0%
New (<180 days)
82.3%
No URL
10.6%
<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.
Try Bot DetectorFollower Reach & Influence
This account's followers have their own audiences, creating potential for secondary amplification.
53,954,145
Total Potential Reach
50
Median Follower Reach
190
75th Percentile Reach
5.6%
>1K followers
0.6%
>10K followers
0.2%
>50K followers
0.1%
>100K followers
Creator vs Consumer Split
Classification based on tweet activity: Creators (>100 tweets), Consumers (10-100 tweets), Dormant (<10 tweets).
68.2%
Creators
34,124 accounts
16.2%
Consumers
8,104 accounts
15.5%
Dormant
7,772 accounts
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):
693
Verified Followers
0.69% of total
21,742
Protected Accounts
21.74% of total
7 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 | 14,103,666 | Wrestler | Wrestling, Motivation, Self-promotion |
| @McDonalds | 4,766,318 | Fast Food | Fast Food, Grimace, Friendship |
| @goodreads | 4,105,465 | Bookish platform | Books, Recommendations, Reading |
| @kenichiromogi | 1,425,470 | Neuroscientist | neuroscience, author, broadcaster |
| @TwitterBusiness | 1,352,529 | - | - |
| @CBS | 1,206,699 | Media | News, Entertainment, Television |
| @united | 1,174,696 | Airline | travel, aviation, customer service |
| @bookpoets | 917,543 | Book Influencer | books, quotes, magic |
| @Airbnb | 881,678 | Hospitality | Travel, Experiences, Customer Support |
| @depthsofwiki | 773,175 | Wikipedia Enthusiast | Wikipedia, favorite things, fluffybabycow |
Top Keywords in Follower Bios
Top Hashtags in Follower Bios
75,417
Followers With Bio
24,583
Followers Without Bio
75.42%
% With Bio
24.58%
% 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.
Buy Follower Data
Export full follower list with profile details, bios, locations, and follower counts as CSV.
Buy Followers - from $15Buy Tweet Data
Export tweets with engagement metrics, timestamps, media, and reply/retweet details as CSV.
Buy Tweets - from $15Viral Tweets
Top 5 by likes+RTs from 3,169 analyzed613,041
Combined Engagement
183,721
Total Likes
429,320
Total Retweets
122,608
Avg per Tweet
Key Metrics for Viral Tweets
0%
With Media
0%
With Hashtags
60%
With @Mentions
40%
With Links
Topical Analysis:
RT @radixhidayat: This is peak meme. So simple. So deep. So powerful. The avant-garde of memes. https://t.co/FkUJwaofLK
RT @LJD31: “You’re almost 22, you should have learned about taxes in high school.” First of all, the mitochondria is the powerhouse of the…
https://t.co/TxlfTZFi8o
RT @esacagewea: u ever smell the air and it smells like the fourth grade scholastic bookfair on a chilly tuesday in october of 2007
On this day in 44 BC, Julius Caesar looked around and said, "Kind of a weird vibe in here."
Key Insights & Takeaways
The account uses humor and pop culture references to make educational content more relatable It blends historical facts with modern humor to create engaging tweets The use of spoilers and trivia caters to both casual and dedicated readers
Strengths
- + Strong engagement rates above platform average
- + Established follower base of 351,960
- + 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 @SparkNotes reveals an exceptionally influential Twitter presence with 351,960 followers. The account demonstrates a content-creator strategy, averaging 5,444.7 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.
Need Programmatic Access?
We're building an API for developers and researchers. Get access to Twitter data programmatically for your applications and analysis.
Register Interest for API Access