RR Tracker

Prose Analytics

Analyze writing patterns that correlate with Rising Stars success.

Analysis Progress
In Progress
Analyzing prose metrics for Rising Stars stories
Stories Analyzed0 / 289 (0%)
0
Stories Done
0
Chapters
289
Remaining
Last updated: 12:34:10 AM
Blood, Steel & Fire
Reference
Your reference story for prose comparison - 10 chapters analyzed
F-K Grade
7.5-
Target: 5-7
Avg: 0.0
Dialogue
1%+
Target: 50-70%
Avg: 0.0
SSP Ratio
23%+
Target: 30-50%
Avg: 0.0
Sentence Var
11.1+
Target: >8
Avg: 0.0
Bingeability
79+
Avg: 0.0
AI Score
1-
Avg: 0.0
Stories Analyzed
0

Rising Stars entries

Chapters Analyzed
0

First 10 chapters per story

Avg Bingeability
0.0

Higher = more engaging

Avg Dialogue
0.0%

Target: 50-70%

Rising Stars Benchmarks
Average prose metrics across analyzed Rising Stars entries
Flesch-Kincaid Grade
0.0
Target: 5-7
Reading Ease
0.0
Target: 70-80
Sentence Variation
0.0
Target: >8
SSP Ratio
0.0%
Target: 30-50%
Dialogue Ratio
0.0%
Target: 50-70%
Interiority Ratio
0.0%
Target: 15-30%
Em-dash Frequency
0.00/1k
Target: <2.5/1k
Lexical Diversity
0.000
Target: >0.6
Avg Chapter Length
0.0k
Target: 2k-4k
Data-Driven Correlation Analysis
Pearson correlations between prose metrics and success metrics. Run npx tsx scripts/analyze_correlations.ts to generate fresh data.
Negative
Zero
Positive
Followers
Favorites
Ratings
Rating
Views
RS Days
Peak Rank
FK Grade
-0.05
-0.04
-0.04
-0.16
-0.02
-0.06
-0.06
Reading Ease
0.08
0.05
0.05
0.16
0.06
0.02
-0.02
Dialogue %
-0.02
-0.06
0.00
0.02
0.01
-0.02
-0.08
SSP %
0.04
0.01
-0.01
-0.03
0.03
0.02
-0.02
Sentence Var
0.11
0.03
0.04
-0.07
0.13
-0.13
-0.17
Interiority
0.03
0.03
0.08
-0.14
0.00
0.02
0.02
Em-dash
-0.11
-0.06
-0.08
0.00
-0.05
0.03
0.04
Lex Diversity
-0.12
-0.07
-0.06
-0.04
0.08
-0.05
0.11
Chapter Length
0.02
0.03
0.03
0.13
-0.04
0.09
0.10
Significance: * weak (r > 0.25)** moderate (r > 0.35)*** strong (r > 0.45)
Data-Driven Bingeability Weights
Metric weights derived from correlation analysis with followers and RS duration
Lex Diversity
-24.0%
FK Grade
-14.0%
Reading Ease
+14.0%
Em-dash
-13.6%
Chapter Length
+11.4%
SSP %
+8.3%
Interiority
+6.7%
Dialogue %
-4.5%
Sentence Var
+3.5%
Top Correlations with Followers
Prose metrics most strongly correlated with follower count
1.
Lex Diversity
-0.123
2.
Em-dash
-0.112
3.
Sentence Var
+0.107
4.
Reading Ease
+0.077
5.
FK Grade
-0.051
Flesch-Kincaid Grade Distribution
Reading level of analyzed stories
Dialogue Ratio Distribution
Percentage of text in dialogue
SSP Ratio Distribution
Single-sentence paragraph percentage
Bingeability Score Distribution
Composite engagement score
Prose vs Performance Correlations
How prose metrics relate to Rising Stars success (followers, rankings)

Bingeability Score vs Followers

Each dot is a story. Star shows your reference story.

Dialogue Ratio vs Followers

Stories with higher dialogue often have more engaged readers.

Sentence Variation vs Followers

Higher variation indicates more dynamic, human-like writing.

Bingeability Buckets

Average followers and rank by bingeability score range.

No data available
Dialogue Ratio Impact
Avg followers/rank by dialogue percentage
No data available
SSP Ratio Impact
Avg followers/rank by single-sentence paragraph %
No data available
Sentence Variation Impact
Avg followers/rank by sentence length variation
No data available
Top Stories by Prose Quality
Stories ranked by bingeability score - click headers to sort

No stories analyzed yet.

Run the prose analysis cron job to analyze Rising Stars entries.

Understanding the Metrics

Flesch-Kincaid Grade

Reading level (US grade). Web fiction sweet spot is 5-7 for accessibility.

Sentence Variation (Std Dev)

Higher variation means more dynamic pacing. Values above 8 indicate skilled prose.

SSP Ratio

Single-sentence paragraph percentage. Higher (30-50%) improves readability on mobile.

Dialogue Ratio

Percentage of text in quotation marks. Genre fiction often benefits from 50-70%.

Interiority Ratio

Percentage of paragraphs with thought/feeling markers. Balances action with character depth.

Bingeability Score

Composite score (0-100) weighing readability, pacing, and engagement factors.

AI Pattern Score

Higher scores indicate patterns common in AI-generated text: uniform sentences, low variation.

Em-dash Frequency

Em-dashes per 1000 words. Excessive use (>3/1k) can indicate AI writing or over-editing.

Avg Chapter Length

Average words per chapter. Web fiction typically ranges 2k-4k words. Shorter chapters aid bingeability.