#!/usr/bin/env python3
"""Generate self-contained HTML dashboard for Massie 119th Congress voting analysis."""
import json
from collections import Counter, defaultdict
votes = json.load(open("/home/user/polisci/votes.json"))
# Aggregate
align_counts = Counter(v["alignment"] for v in votes)
massie_counts = Counter(v["massie"] for v in votes)
blocked_counts = Counter(v["blocked"] for v in votes if v["blocked"])
# Monthly alignment trend
month_align = defaultdict(lambda: Counter())
MONTHS = ["Jan","Feb","Mar","Apr","May","Jun","Jul","Aug","Sep","Oct","Nov","Dec"]
def month_key(v):
# date like "3-Jan-2025"
try:
d, m, y = v["date"].split("-")
return f"{y}-{MONTHS.index(m)+1:02d}"
except Exception:
return None
for v in votes:
mk = month_key(v)
if mk:
month_align[mk][v["alignment"]] += 1
months_sorted = sorted(month_align.keys())
align_labels = ["Helped Republicans", "Helped Democrats", "Helped Both", "Helped Neither"]
monthly_series = {lab: [month_align[m].get(lab, 0) for m in months_sorted] for lab in align_labels}
# Blocked measures - list for table
blocked_dem = [v for v in votes if v["blocked"] == "Democrat"]
blocked_rep = [v for v in votes if v["blocked"] == "Republican"]
# All vote rows (compact) for filterable table
def row(v):
return {
"y": v["year"], "r": v["roll"], "d": v["date"],
"ln": v["legis_num"], "q": v["question"],
"ds": v["desc"][:90],
"rs": v["result"],
"m": v["massie"],
"ry": v["R"]["yea"], "rn": v["R"]["nay"],
"dy": v["D"]["yea"], "dn": v["D"]["nay"],
"a": v["alignment"], "b": v["blocked"] or "",
}
rows = [row(v) for v in votes]
# Summary stats
total = len(votes)
voting = sum(1 for v in votes if v["massie"] in ("Yea","Nay","Aye","No"))
yeas = sum(1 for v in votes if v["massie"] in ("Yea","Aye"))
nays = sum(1 for v in votes if v["massie"] in ("Nay","No"))
nv = sum(1 for v in votes if v["massie"] == "Not Voting")
present = sum(1 for v in votes if v["massie"] == "Present")
# Lone-wolf: cases where Massie was on the losing side with very few co-defectors of his own party
lone_wolf = 0
for v in votes:
if v["massie"] not in ("Yea","Nay","Aye","No"):
continue
m_norm = "Yea" if v["massie"] in ("Yea","Aye") else "Nay"
r_pos = "Yea" if v["R"]["yea"] > v["R"]["nay"] else ("Nay" if v["R"]["nay"] > v["R"]["yea"] else "Split")
if r_pos != "Split" and m_norm != r_pos:
# how many Republicans defected with him?
defectors = v["R"]["nay"] if r_pos == "Yea" else v["R"]["yea"]
if defectors <= 5:
lone_wolf += 1
voted_against_gop = 0
voted_against_dem = 0
voted_with_gop = 0
voted_with_dem = 0
for v in votes:
if v["massie"] not in ("Yea","Nay","Aye","No"):
continue
m_norm = "Yea" if v["massie"] in ("Yea","Aye") else "Nay"
r_pos = "Yea" if v["R"]["yea"] > v["R"]["nay"] else ("Nay" if v["R"]["nay"] > v["R"]["yea"] else "Split")
d_pos = "Yea" if v["D"]["yea"] > v["D"]["nay"] else ("Nay" if v["D"]["nay"] > v["D"]["yea"] else "Split")
if r_pos != "Split":
if m_norm == r_pos: voted_with_gop += 1
else: voted_against_gop += 1
if d_pos != "Split":
if m_norm == d_pos: voted_with_dem += 1
else: voted_against_dem += 1
data = {
"total": total, "voting": voting, "yeas": yeas, "nays": nays,
"nv": nv, "present": present,
"alignment": dict(align_counts),
"massie": dict(massie_counts),
"blocked": dict(blocked_counts),
"months": months_sorted,
"monthly": monthly_series,
"rows": rows,
"blocked_dem_count": len(blocked_dem),
"blocked_rep_count": len(blocked_rep),
"lone_wolf": lone_wolf,
"voted_against_gop": voted_against_gop,
"voted_against_dem": voted_against_dem,
"voted_with_gop": voted_with_gop,
"voted_with_dem": voted_with_dem,
}
# Write to template
HTML = """
Thomas Massie - 119th Congress Voting Dashboard
Thomas Massie (R-KY) — 119th Congress Voting Analysis
Bioguide M001184 · House roll-call votes, Jan 3, 2025 – present · Source: clerk.house.gov
↕ Drag any card to rearrange.
Roll Calls / Participation
__VOTING__ / __TOTAL____VOTING_PCT__%
119th Congress, Jan 2025 – May 2026 · Yea/Aye: __YEAS__ · Nay/No: __NAYS__ · Not Voting: __NV__ · Present: __PRESENT__
Voted Against GOP Majority
__VA_GOP__ __VA_GOP_PCT__%
of __PARTISAN_R__ votes where R majority took a side
Voted Against Dem Majority
__VA_DEM__ __VA_DEM_PCT__%
of __PARTISAN_D__ votes where D majority took a side