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Data Quality Dashboard

Live transparency report on the completeness and freshness of our election data. Updated daily via automated research pipeline.

View Primary Results

Official election results

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See what local election data is available for your county

Data Freshness

Republican Ballot
March 3, 2026
12:08 PM · Version 20
Democrat Ballot
March 3, 2026
12:14 PM · Version 19

Ballot Coverage

Republican
10 races
33 candidates · 10 propositions
Democrat
9 races
32 candidates · 13 propositions

Candidate Data Completeness

95% overall completeness

45 of 65 candidates have full profiles. All candidates have sufficient data.

Candidates with limited public information are clearly labeled throughout the app.

Prompt Size

Condensed ballot size sent to the AI as input context. The ballot description plus system prompt and voter profile form the input. Output tokens (2048 English, auto-retries up to 8,192) are a separate budget.

Republican
9,111 tokens
36,444 chars · 7 contested races · 4.6% of context window
Democrat
10,296 tokens
41,182 chars · 8 contested races · 5.1% of context window

Context window: 200,000 tokens. Token estimate uses ~4 chars per token.

Pros/Cons Balance

98/100 balance score

Measures symmetry of strengths and concerns across candidates: equal count, similar detail level, and consistent coverage within each race.

Republican
100/100
0 flags: 0 critical, 0 warning, 0 info
Democrat
96/100
2 flags: 0 critical, 0 warning, 2 info
View flag details
PartyRaceCandidateSeverityDetail
DU.S. SenatorinfoPros count ranges from 2 to 5 across candidates
DU.S. SenatorAhmad R. HassaninfoTotal cons text is 2.3x longer (62 vs 140 chars)

Balance checks run automatically. View raw JSON report. Voters can also report bias directly using the "Flag this info" button on any candidate card — reports go to flagged@txvotes.app and feed back into data quality improvements.

Balance by Race

Per-race balance scores show how symmetrically candidates are covered within each race. Scores above 80 indicate good balance. Expand any race to see individual candidate scores and flags.

100
U.S. Senator
R · 3 candidates
No flags
100
Attorney General
R · 4 candidates
No flags
100
Comptroller of Public Accounts
R · 4 candidates
No flags
100
Commissioner of Agriculture
R · 2 candidates
No flags
100
Governor
R · 1 candidate
No flags
100
Lieutenant Governor
R · 1 candidate
No flags
100
Railroad Commissioner
R · 5 candidates
No flags
100
U.S. Representative — District 37
R · 3 candidates
No flags
100
U.S. Representative — District 10
R · 9 candidates
No flags
100
State Representative — District 48
R · 1 candidate
No flags
96
U.S. Senator
D · 3 candidates
2 info
Show candidate scores
  • info Pros count ranges from 2 to 5 across candidates
100Jasmine Crockett0 flags
100James Talarico0 flags
98Ahmad R. Hassan1 flag
  • info Total cons text is 2.3x longer (62 vs 140 chars)
100
Governor
D · 2 candidates
No flags
100
Lieutenant Governor
D · 3 candidates
No flags
100
Attorney General
D · 3 candidates
No flags
100
Comptroller of Public Accounts
D · 3 candidates
No flags
100
U.S. Representative — District 37
D · 2 candidates
No flags
100
State Representative — District 49
D · 8 candidates
No flags
100
State Representative — District 48
D · 1 candidate
No flags
100
State Board of Education — District 5
D · 6 candidates
No flags

County Coverage

198 / 254
Counties with voting info
242 / 254
Republican local ballots
243 / 254
Democrat local ballots

Today's Update Activity

No updates yet today. Data is checked and refreshed daily.

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