to make

census weighted distribution of three outcomes and legislator support then get state-specific proportions with state-weights for those outcomes for state-specific policy briefs -do this for overall sample (check strata size for control arm)

national weights

var category percent lb ub
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Very unsupportive 7.96 6.70 9.21
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Somewhat unsupportive 8.05 6.78 9.32
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Neither supportive nor unsupportive 22.41 20.50 24.33
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Somewhat supportive 28.14 26.06 30.22
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Very supportive 33.44 31.28 35.61
var category percent lb ub
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Very unsupportive 8.42 7.12 9.72
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Somewhat unsupportive 7.37 6.17 8.57
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Neither supportive nor unsupportive 22.73 20.79 24.67
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Somewhat supportive 26.89 24.83 28.94
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Very supportive 34.60 32.42 36.78
var category percent lb ub
Beliefs.about.candidate.who.supports.ban 0.11 -0.02 0.23
Beliefs.about.candidate.who.supports.ban Less likely to vote for them 14.47 12.82 16.11
Beliefs.about.candidate.who.supports.ban More likely to vote for them 43.31 41.03 45.59
Beliefs.about.candidate.who.supports.ban No difference in how I would vote 42.12 39.85 44.39

new england weights

var category percent lb ub
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Very unsupportive 6.90 5.69 8.10
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Somewhat unsupportive 7.41 6.10 8.72
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Neither supportive nor unsupportive 20.99 18.95 23.03
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Somewhat supportive 29.02 26.68 31.36
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Very supportive 35.68 33.20 38.16
var category percent lb ub
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Very unsupportive 7.36 6.13 8.59
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Somewhat unsupportive 6.86 5.60 8.12
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Neither supportive nor unsupportive 20.91 18.89 22.94
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Somewhat supportive 28.34 25.99 30.69
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Very supportive 36.52 34.04 39.01
var category percent lb ub
Beliefs.about.candidate.who.supports.ban 0.12 -0.03 0.27
Beliefs.about.candidate.who.supports.ban Less likely to vote for them 13.48 11.77 15.18
Beliefs.about.candidate.who.supports.ban More likely to vote for them 46.33 43.77 48.90
Beliefs.about.candidate.who.supports.ban No difference in how I would vote 40.07 37.59 42.55

control arm only

national weights

var category percent lb ub
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Very unsupportive 8.90 5.21 12.58
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Somewhat unsupportive 10.13 6.44 13.81
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Neither supportive nor unsupportive 24.47 19.29 29.66
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Somewhat supportive 23.86 18.68 29.05
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Very supportive 32.64 26.86 38.42
var category percent lb ub
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Very unsupportive 9.94 6.11 13.77
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Somewhat unsupportive 7.13 4.02 10.23
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Neither supportive nor unsupportive 24.58 19.26 29.90
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Somewhat supportive 26.78 21.44 32.12
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Very supportive 31.57 25.84 37.30
var category percent lb ub
Beliefs.about.candidate.who.supports.ban Less likely to vote for them 15.74 11.07 20.41
Beliefs.about.candidate.who.supports.ban More likely to vote for them 38.95 32.99 44.92
Beliefs.about.candidate.who.supports.ban No difference in how I would vote 45.30 39.22 51.39

new england weights

var category percent lb ub
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Very unsupportive 7.52 4.25 10.78
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Somewhat unsupportive 12.09 7.40 16.77
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Neither supportive nor unsupportive 21.32 16.11 26.53
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Somewhat supportive 22.79 17.43 28.15
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Very supportive 36.28 29.56 43.01
var category percent lb ub
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Very unsupportive 10.30 6.12 14.48
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Somewhat unsupportive 6.47 3.32 9.62
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Neither supportive nor unsupportive 21.91 16.50 27.33
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Somewhat supportive 27.79 21.75 33.83
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Very supportive 33.52 27.01 40.02
var category percent lb ub
Beliefs.about.candidate.who.supports.ban Less likely to vote for them 14.75 10.09 19.41
Beliefs.about.candidate.who.supports.ban More likely to vote for them 43.86 37.07 50.65
Beliefs.about.candidate.who.supports.ban No difference in how I would vote 41.39 34.85 47.93

numeric outcomes

national weights

var mean lb ub
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal_cont 3.71 3.65 3.77
var mean lb ub
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms_cont 3.72 3.66 3.78

new england weights

var category percent lb ub
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Very unsupportive 6.90 5.69 8.10
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Somewhat unsupportive 7.41 6.10 8.72
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Neither supportive nor unsupportive 20.99 18.95 23.03
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Somewhat supportive 29.02 26.68 31.36
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Very supportive 35.68 33.20 38.16
var category percent lb ub
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Very unsupportive 7.36 6.13 8.59
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Somewhat unsupportive 6.86 5.60 8.12
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Neither supportive nor unsupportive 20.91 18.89 22.94
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Somewhat supportive 28.34 25.99 30.69
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Very supportive 36.52 34.04 39.01

control arm only

national weights

var category percent lb ub
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Very unsupportive 8.90 5.21 12.58
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Somewhat unsupportive 10.13 6.44 13.81
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Neither supportive nor unsupportive 24.47 19.29 29.66
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Somewhat supportive 23.86 18.68 29.05
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Very supportive 32.64 26.86 38.42
var category percent lb ub
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Very unsupportive 9.94 6.11 13.77
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Somewhat unsupportive 7.13 4.02 10.23
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Neither supportive nor unsupportive 24.58 19.26 29.90
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Somewhat supportive 26.78 21.44 32.12
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Very supportive 31.57 25.84 37.30

new england weights

var category percent lb ub
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Very unsupportive 7.52 4.25 10.78
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Somewhat unsupportive 12.09 7.40 16.77
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Neither supportive nor unsupportive 21.32 16.11 26.53
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Somewhat supportive 22.79 17.43 28.15
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Very supportive 36.28 29.56 43.01
var category percent lb ub
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Very unsupportive 10.30 6.12 14.48
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Somewhat unsupportive 6.47 3.32 9.62
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Neither supportive nor unsupportive 21.91 16.50 27.33
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Somewhat supportive 27.79 21.75 33.83
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Very supportive 33.52 27.01 40.02

state-specific results

##                    Demographic Connecticut Massachusetts New.Jersey New.York
## 1  Bachelor's Degree or Higher       0.419         0.466      0.429    0.396
## 2      Household Income $100K+       0.430         0.500      0.490    0.420
## 3                      Age 65+       0.191         0.185      0.177    0.186
## 4                    Age 25-34       0.130         0.140      0.130    0.140
## 5                       Female       0.510         0.511      0.508    0.512
## 6                         Male       0.490         0.489      0.492    0.488
## 7                    Democrat*       0.550         0.600      0.540    0.580
## 8                 Independent*       0.250         0.220      0.240    0.230
## 9                  Republican*       0.200         0.180      0.220    0.190
## 10             White/Caucasian       0.780         0.790      0.704    0.685
## 11      Black/African American       0.131         0.096      0.155    0.177
##           state
## 1   Connecticut
## 2 Massachusetts
## 3    New.Jersey
## 4      New.York

Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal

#Connecticut
weighted_mean(d, "Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal", weights="survey_weight_ct")
var category percent lb ub
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Very unsupportive 7.06 5.86 8.26
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Somewhat unsupportive 7.39 6.15 8.63
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Neither supportive nor unsupportive 20.72 18.80 22.64
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Somewhat supportive 29.28 27.03 31.53
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Very supportive 35.55 33.18 37.92
#Massachusetts
weighted_mean(d, "Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal", weights="survey_weight_mt")
var category percent lb ub
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Very unsupportive 6.79 5.51 8.06
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Somewhat unsupportive 7.19 5.83 8.56
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Neither supportive nor unsupportive 19.92 17.83 22.01
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Somewhat supportive 29.78 27.28 32.29
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Very supportive 36.32 33.67 38.96
#New York
weighted_mean(d, "Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal", weights="survey_weight_ny")
var category percent lb ub
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Very unsupportive 6.80 5.63 7.96
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Somewhat unsupportive 7.45 6.16 8.75
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Neither supportive nor unsupportive 21.27 19.27 23.27
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Somewhat supportive 29.23 26.93 31.52
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Very supportive 35.25 32.86 37.65
#New Jersey
weighted_mean(d, "Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal", weights="survey_weight_nj")
var category percent lb ub
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Very unsupportive 7.08 5.84 8.32
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Somewhat unsupportive 7.58 6.23 8.93
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Neither supportive nor unsupportive 20.90 18.87 22.94
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Somewhat supportive 29.61 27.24 31.99
Support.of.legislation.to.stop.the.sale.of.fur.from.any.animal Very supportive 34.82 32.37 37.28

Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms

#Connecticut
weighted_mean(d, "Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms", weights="survey_weight_ct")
var category percent lb ub
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Very unsupportive 7.43 6.21 8.65
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Somewhat unsupportive 7.00 5.78 8.22
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Neither supportive nor unsupportive 20.60 18.69 22.51
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Somewhat supportive 28.37 26.12 30.61
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Very supportive 36.61 34.23 38.98
#Massachusetts
weighted_mean(d, "Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms", weights="survey_weight_mt")
var category percent lb ub
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Very unsupportive 7.14 5.86 8.42
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Somewhat unsupportive 6.80 5.47 8.13
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Neither supportive nor unsupportive 19.82 17.74 21.90
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Somewhat supportive 28.92 26.40 31.43
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Very supportive 37.32 34.67 39.98
#New York
weighted_mean(d, "Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms", weights="survey_weight_ny")
var category percent lb ub
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Very unsupportive 7.15 5.97 8.33
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Somewhat unsupportive 7.06 5.78 8.35
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Neither supportive nor unsupportive 21.39 19.39 23.39
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Somewhat supportive 28.61 26.31 30.90
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Very supportive 35.80 33.40 38.19
#New Jersey
weighted_mean(d, "Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms", weights="survey_weight_nj")
var category percent lb ub
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Very unsupportive 7.46 6.20 8.71
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Somewhat unsupportive 7.14 5.81 8.47
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Neither supportive nor unsupportive 20.88 18.85 22.91
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Somewhat supportive 29.16 26.77 31.55
Support.of.legislation.to.stop.the.sale.of.fur.from.commercial.fur.farms Very supportive 35.36 32.91 37.81

Beliefs.about.candidate.who.supports.ban

#Connecticut
weighted_mean(d, "Beliefs.about.candidate.who.supports.ban", weights="survey_weight_ct")
var category percent lb ub
Beliefs.about.candidate.who.supports.ban 0.15 -0.03 0.32
Beliefs.about.candidate.who.supports.ban Less likely to vote for them 13.54 11.89 15.19
Beliefs.about.candidate.who.supports.ban More likely to vote for them 46.14 43.70 48.59
Beliefs.about.candidate.who.supports.ban No difference in how I would vote 40.17 37.80 42.54
#Massachusetts
weighted_mean(d, "Beliefs.about.candidate.who.supports.ban", weights="survey_weight_mt")
var category percent lb ub
Beliefs.about.candidate.who.supports.ban 0.14 -0.03 0.30
Beliefs.about.candidate.who.supports.ban Less likely to vote for them 13.22 11.44 15.01
Beliefs.about.candidate.who.supports.ban More likely to vote for them 47.52 44.80 50.24
Beliefs.about.candidate.who.supports.ban No difference in how I would vote 39.12 36.51 41.74
#New York
weighted_mean(d, "Beliefs.about.candidate.who.supports.ban", weights="survey_weight_ny")
var category percent lb ub
Beliefs.about.candidate.who.supports.ban 0.13 -0.02 0.29
Beliefs.about.candidate.who.supports.ban Less likely to vote for them 13.67 11.97 15.37
Beliefs.about.candidate.who.supports.ban More likely to vote for them 45.77 43.28 48.27
Beliefs.about.candidate.who.supports.ban No difference in how I would vote 40.42 38.00 42.85
#New Jersey
weighted_mean(d, "Beliefs.about.candidate.who.supports.ban", weights="survey_weight_nj")
var category percent lb ub
Beliefs.about.candidate.who.supports.ban 0.11 -0.02 0.24
Beliefs.about.candidate.who.supports.ban Less likely to vote for them 14.02 12.25 15.80
Beliefs.about.candidate.who.supports.ban More likely to vote for them 45.65 43.09 48.21
Beliefs.about.candidate.who.supports.ban No difference in how I would vote 40.22 37.73 42.70