XD Is The Melody IX — Voting Insights

Key Takeaways

Most Generous: Molly McCormack Moody (avg 1.67)

Most Selective: Lauren Seebacher (avg 0.95)

Most Aligned: dtynes6 (r 0.52)

Most Contrarian: msiporin93 (r 0.203)

Most Consistent: Molly McCormack Moody (σ 0)

Chattiest Voter: ChileanIggy (avg 88.3 chars)

Widest Tastes: cmonkman96 (H 4.006)

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	190	0.95	-1.245	0.137	0.256	18	3.940	0.379	82.5
Jeff Bayson	12	188	0.96	-1.190	0.223	0.357	17	3.794	0.452	79.9
cmonkman96	12	178	1.01	-0.913	0.156	0.227	18	4.006	0.146	34.7
Peggy Moe	12	177	1.02	-0.858	0.179	0.248	17	3.827	0.220	46.1
Liz	12	167	1.08	-0.526	0.126	0.311	17	3.942	0.072	46.4
Dennis Jenders	12	159	1.13	-0.249	0.335	0.320	17	3.932	0.352	67.3
Alex Romel	12	152	1.18	0.028	0.173	0.342	19	3.834	0.197	51.2
Ariana Schumacher	10	146	1.03	-0.803	0.053	0.300	18	3.892	0.000	0.0
Adam Rose	12	139	1.29	0.637	0.145	0.286	17	3.803	0.108	35.4
SlyMc	12	138	1.30	0.692	0.212	0.320	17	3.831	0.043	34.3
Josh Slagle	9	133	1.02	-0.858	0.088	0.283	17	3.837	0.068	33.4
Charles Collins	11	131	1.26	0.470	0.288	0.429	19	3.807	0.244	53.6
ChileanIggy	10	116	1.29	0.637	0.475	0.400	18	3.844	0.233	88.3
dtynes6	7	76	1.38	1.135	0.311	0.520	17	3.737	0.079	57.5
Bea Hoffman	6	73	1.23	0.304	0.372	0.389	16	3.877	0.151	58.7
msiporin93	5	68	1.10	-0.415	0.109	0.203	17	3.984	0.029	25.0
Heather Mayers	2	24	1.25	0.415	0.000	0.355	13	3.378	0.000	0.0
Molly McCormack Moody	1	9	1.67	2.740	0.000	0.512	6	2.440	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
Lauren Seebacher ↔ Alex Romel	24	33	57
Lauren Seebacher ↔ Adam Rose	14	25	39
Peggy Moe ↔ Dennis Jenders	22	16	38
Jeff Bayson ↔ Adam Rose	21	15	36
Liz ↔ Adam Rose	17	18	35
SlyMc ↔ cmonkman96	23	11	34
Adam Rose ↔ Alex Romel	22	12	34
Jeff Bayson ↔ Lauren Seebacher	19	14	33
Peggy Moe ↔ Josh Slagle	16	17	33
Jeff Bayson ↔ Liz	18	14	32
SlyMc ↔ Dennis Jenders	21	11	32
Alex Romel ↔ Ariana Schumacher	15	17	32
ChileanIggy ↔ cmonkman96	17	14	31
Liz ↔ Alex Romel	17	14	31
ChileanIggy ↔ Jeff Bayson	10	20	30
SlyMc ↔ Charles Collins	13	17	30
Dennis Jenders ↔ Charles Collins	9	21	30
Adam Rose ↔ Ariana Schumacher	15	15	30
cmonkman96 ↔ Alex Romel	14	16	30
ChileanIggy ↔ Lauren Seebacher	20	9	29
Jeff Bayson ↔ Dennis Jenders	13	16	29
Liz ↔ Dennis Jenders	10	19	29
Peggy Moe ↔ cmonkman96	18	11	29
Lauren Seebacher ↔ cmonkman96	13	16	29
dtynes6 ↔ Charles Collins	13	15	28
Liz ↔ SlyMc	12	16	28
Peggy Moe ↔ Adam Rose	18	10	28
Dennis Jenders ↔ cmonkman96	15	13	28
Liz ↔ cmonkman96	14	13	27
Liz ↔ Lauren Seebacher	14	13	27
Liz ↔ Charles Collins	12	15	27
Dennis Jenders ↔ Lauren Seebacher	18	9	27
SlyMc ↔ Adam Rose	14	12	26
SlyMc ↔ Ariana Schumacher	15	11	26
Lauren Seebacher ↔ Charles Collins	13	13	26
Jeff Bayson ↔ Alex Romel	13	12	25
Jeff Bayson ↔ cmonkman96	11	13	24
Liz ↔ Peggy Moe	13	11	24
Peggy Moe ↔ Alex Romel	11	13	24
Dennis Jenders ↔ Josh Slagle	9	14	23
Josh Slagle ↔ Alex Romel	12	11	23
cmonkman96 ↔ Ariana Schumacher	11	12	23
dtynes6 ↔ Adam Rose	12	10	22
dtynes6 ↔ Dennis Jenders	16	6	22
Jeff Bayson ↔ SlyMc	6	16	22
Jeff Bayson ↔ Josh Slagle	11	11	22
Jeff Bayson ↔ Ariana Schumacher	11	11	22
Jeff Bayson ↔ Charles Collins	9	13	22
Liz ↔ Ariana Schumacher	10	12	22
Peggy Moe ↔ Lauren Seebacher	10	12	22

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)
Star-Spangled Bangers	3.501
Pull out your acid washed jeans	3.405
Question and Answer	3.246
Holiday Weekend…	3.174
Fam Jams	3.171
Phone A Friend	3.136
Reruns	3.105
It’s not what you think it is	3.090
Stories	3.017
Tank the Interview	2.980
Hidden Gems Only	2.899
Your Pet’s Playlist	2.460

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

Voting Insights — XD Is The Melody IX