XD Is The Melody VIII — Voting Insights

Key Takeaways

Most Generous: Dkubasa (avg 2.07)

Most Selective: Dennis Jenders (avg 0.92)

Most Aligned: dtynes6 (r 0.515)

Most Contrarian: Ariana Schumacher (r 0.172)

Most Consistent: Ariana Schumacher (σ 0.064)

Chattiest Voter: msiporin93 (avg 94 chars)

Widest Tastes: Ariana Schumacher (H 4.118)

What this shows: headline patterns of voter behavior in this league.
How to read it: alignment “r” is correlation with final totals (closer to +1 = nearer to consensus).
Why it’s useful: it surfaces taste archetypes—great for storytelling and badge ideas.

How we calculate these (click to expand)

Generosity / Selectivity — average points per vote.
Alignment — average Pearson r vs. final round totals (0 for unscored tracks).
Consistency — σ of per-round avg points given (lower = steadier).
Chattiest — average comment length (characters).
Widest Tastes — Shannon entropy over points distribution by recipients.

Per-Voter Metrics

What this shows: a comprehensive statline for every voter.
How to read it: high “Avg Pts/Vote” = generous; low “Consistency σ” = steady; “Alignment r” compares taste to the league outcome; “Taste Entropy” = how evenly they spread points.
Why it’s useful: useful for spotting roles (“steady judge,” “contrarian tastemaker”) and patterns.

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Voter	Rounds	Votes	Avg Pts/Vote	Generosity Z	Consistency σ	Alignment r	Unique Recipients	Taste Entropy	Comment Rate	Avg Comment Len
Lauren Seebacher	12	199	0.98	-0.854	0.166	0.316	18	4.021	0.427	38.2
cmonkman96	12	190	1.03	-0.706	0.157	0.258	18	4.027	0.147	36.0
Liz	12	187	1.04	-0.676	0.123	0.300	18	4.074	0.171	52.2
Ariana Schumacher	12	186	1.05	-0.647	0.064	0.172	18	4.118	0.043	89.5
Josh Slagle	12	186	1.05	-0.647	0.184	0.294	18	4.069	0.043	27.3
Peggy Moe	12	182	1.07	-0.588	0.142	0.228	18	4.079	0.396	42.3
Jeff Bayson	11	173	1.04	-0.676	0.122	0.199	19	4.040	0.254	87.0
msiporin93	12	167	1.17	-0.291	0.126	0.236	18	4.007	0.006	94.0
Adam Rose	12	156	1.25	-0.055	0.140	0.259	18	4.045	0.199	48.4
Bea Hoffman	10	156	1.06	-0.617	0.268	0.384	18	4.040	0.410	62.2
ChileanIggy	12	153	1.27	0.005	0.268	0.364	18	4.025	0.261	56.2
Alex Romel	12	149	1.31	0.123	0.262	0.218	18	4.042	0.235	77.7
Charles Collins	12	135	1.44	0.508	0.239	0.402	18	3.866	0.104	71.5
Heather Mayers	9	124	1.19	-0.232	0.158	0.312	18	4.078	0.016	85.0
SlyMc	10	114	1.42	0.449	0.299	0.411	18	3.987	0.132	48.5
Dennis Jenders	5	98	0.92	-1.032	0.434	0.437	18	3.829	0.806	71.5
Chaloma	10	77	2.06	2.344	0.466	0.425	17	3.718	0.143	77.8
dtynes6	6	57	1.68	1.219	0.437	0.515	17	3.559	0.053	23.3
Dkubasa	4	29	2.07	2.374	0.342	0.303	14	3.458	0.000	0.0

Tip: click a voter to open their competitor page for deeper context.

Top Reciprocity Pairs

What this shows: the strongest two-way point exchanges between pairs.
How to read it: “A → B” totals the points A gave B; “B → A” is the reverse.
Why it’s useful: reveals alliances, appreciation loops, or shared taste.

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Pair	A → B	B → A	Total
Charles Collins ↔ dtynes6	27	33	60
ChileanIggy ↔ Lauren Seebacher	17	23	40
Jeff Bayson ↔ Adam Rose	24	15	39
Peggy Moe ↔ Josh Slagle	17	21	38
msiporin93 ↔ cmonkman96	22	13	35
Liz ↔ Charles Collins	20	15	35
ChileanIggy ↔ Adam Rose	17	17	34
Josh Slagle ↔ Charles Collins	13	21	34
Peggy Moe ↔ msiporin93	19	14	33
Liz ↔ cmonkman96	17	16	33
SlyMc ↔ Charles Collins	19	13	32
Peggy Moe ↔ Liz	16	16	32
Liz ↔ Alex Romel	13	19	32
Bea Hoffman ↔ Adam Rose	15	16	31
msiporin93 ↔ Charles Collins	17	14	31
ChileanIggy ↔ Peggy Moe	14	16	30
msiporin93 ↔ Josh Slagle	17	13	30
Alex Romel ↔ cmonkman96	15	15	30
Lauren Seebacher ↔ Adam Rose	18	11	29
Lauren Seebacher ↔ Alex Romel	12	17	29
Chaloma ↔ Liz	8	21	29
Ariana Schumacher ↔ Alex Romel	14	15	29
Liz ↔ Josh Slagle	11	18	29
Lauren Seebacher ↔ Charles Collins	18	10	28
ChileanIggy ↔ Josh Slagle	16	11	27
ChileanIggy ↔ Ariana Schumacher	15	12	27
SlyMc ↔ dtynes6	6	21	27
Adam Rose ↔ Ariana Schumacher	18	9	27
ChileanIggy ↔ Jeff Bayson	14	12	26
Bea Hoffman ↔ Charles Collins	13	13	26
Lauren Seebacher ↔ Liz	14	12	26
msiporin93 ↔ Heather Mayers	16	10	26
Josh Slagle ↔ cmonkman96	10	16	26
Charles Collins ↔ cmonkman96	13	13	26
Charles Collins ↔ Dennis Jenders	15	11	26
Alex Romel ↔ Dkubasa	13	13	26
Lauren Seebacher ↔ cmonkman96	11	14	25
Lauren Seebacher ↔ msiporin93	11	14	25
Adam Rose ↔ Alex Romel	14	11	25
ChileanIggy ↔ Heather Mayers	18	6	24
Jeff Bayson ↔ Chaloma	12	12	24
Peggy Moe ↔ Alex Romel	15	9	24
Peggy Moe ↔ cmonkman96	13	11	24
Adam Rose ↔ Liz	13	11	24
Heather Mayers ↔ cmonkman96	9	15	24
ChileanIggy ↔ Bea Hoffman	10	13	23
Jeff Bayson ↔ Liz	14	9	23
SlyMc ↔ cmonkman96	8	15	23
Peggy Moe ↔ Adam Rose	10	13	23
Peggy Moe ↔ Charles Collins	14	9	23

Note: self-voting is disallowed; reciprocity covers cross-voting only.

Most Polarizing Rounds

What this shows: rounds with the most spread between top and bottom tracks.
How to read it: higher σ ⇒ bigger disagreements; click a round to see the breakdown.
Why it’s useful: great for narratives (“The Great Debate Round”) and playlist ideas.

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Round	Dispersion σ (Final Points)
Listen and React	4.645
We Can Dance If We Want To (But don’t leave music league behind!)	4.318
Songs Inspired by Literature	4.221
Animals	3.961
I’m Choosing Violence	3.758
I’ll Have What She’s Playing	3.620
It Wasn’t Me!	3.472
Your Latest Obsession	3.410
The Twilight Zone	3.162
Set the Tone!	3.064
Bea Dazzled	3.045
Rage it Up	2.763

Method: standard deviation of final points (requires ≥2 tracks).

Voting Insights — XD Is The Melody VIII