Ruby Sahota

LiberalCurrent MP

Brampton North—Caledon · ON

Accountability Index

/ 100

Mixed

98%

Attendance

70%

Party loyalty

+88%

vs. House avg spend

4 equal signals

Attendance98

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 efficiency59

Spending vs. the House average

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