Arielle Kayabaga

LiberalCurrent MP

London West · ON

Accountability Index

/ 100

Solid

99%

Attendance

90%

Party loyalty

+44%

vs. House avg spend

4 equal signals

Attendance99

Share of recorded votes attended

Donor diversity50

How spread-out their funding sources are

Vote–speech consistency50

Do their votes match what they say?

Expense efficiency82

Spending vs. the House average

No editorial judgement — each signal is computed from public data, then averaged.