# Read the data from indices_table.txt
df <- as.data.frame(readRDS("Israel Survey/data/il_pe.RDS"))

wave_var <- "Wave"
community_var <- "pe_left_center_right"

# Define wave order
wave_order <- c("First", "Second", "Third", "Fourth", "Fifth", "Sixth")

# Calculate the Political Extremism Gauge Indices
indices_result <- af_gauge_indices(df, pop_var1 = wave_var, comm_var1 = community_var,
                                   threshold_type = "MAD", k_factor = 1.5)
df <- indices_result$df

characteristics <- list(
  list(var = "pe_left_center_right", type = "categorical", category = NULL, 
       title = "Political Orientation", subtitle = "[Percentage]"),
  list(var = "leastliked", type = "categorical", category = NULL, 
       title = "Outgroup", subtitle = "[Percentage]"),
  list(var = "gender", type = "categorical", category = NULL, 
       title = "Gender", subtitle = "Percentage"),
  list(var = "age", type = "numerical", 
       title = "Age", subtitle = "[Years]"),
  list(var = "pe_ideology", type = "numerical", 
       title = "Ideology", subtitle = "[Score 1-7]"),
  list(var = "pe_violence", type = "numerical", 
       title = "Violence", subtitle = "[Score 1-7]"),
  list(var = "pe_violence_state", type = "numerical", 
       title = "Violence - State", subtitle = "[Score 1-7]"), 
  list(var = "pe_violence_outgroup", type = "numerical", 
       title = "Violence - Outgroup", subtitle = "[Score 1-7]"),
  list(var = "pe_intolerance", type = "numerical", 
       title = "Intolerance", subtitle = "[Score 1-7]"),
  list(var = "pe_intolerance_political", type = "numerical", 
       title = "Intolerance - Political", subtitle = "[Score 1-7]"),
  list(var = "pe_intolerance_social", type = "numerical", 
       title = "Intolerance - Social", subtitle = "[Score 1-7]")
)

plot_characteristics <- list(
  list(var = "pe_left_center_right", type = "categorical", category = NULL, 
       title = "Political Orientation", subtitle = "[Percentage]"))

1 Extremists Groups based on Extremism Ranks (ER)

af_create_extremist_tracking_table (df, 
                                    wave_var = "Wave", 
                                    wave_order = wave_order,
                                    extremist_flag_var = "i_er3", 
                                    extremist_title = "ER3", 
                                    table_title = "ER3 Extremists",
                                    characteristics = characteristics, 
                                    notes = "")
ER3 Extremists
First (N=37) Second (N=39) Third (N=17) Fourth (N=13) Fifth (N=14) Sixth (N=10)
Political Orientation - left
[Percentage]		 2.70%
(15.11%)		 2.56%
(15.25%)		 0.00%
(11.96%)		 0.00%
(12.77%)		 0.00%
(11.68%)		 10.00%
(11.13%)
Political Orientation - center
[Percentage]		 5.41%
(28.86%)		 2.56%
(29.56%)		 0.00%
(26.86%)		 7.69%
(27.12%)		 0.00%
(29.99%)		 20.00%
(29.44%)
Political Orientation - right
[Percentage]		 91.89%
(56.03%)		 94.87%
(55.20%)		 100.00%
(61.17%)		 92.31%
(60.11%)		 100.00%
(58.33%)		 70.00%
(59.43%)
Outgroup - Ultra-Orthodox Jews
[Percentage]		 0.00%
(21.83%)		 0.00%
(18.67%)		 0.00%
(21.78%)		 0.00%
(21.23%)		 7.14%
(24.61%)		 0.00%
(24.69%)
Outgroup - African Migrants/Refugees
[Percentage]		 24.32%
(24.25%)		 30.77%
(17.86%)		 23.53%
(25.17%)		 15.38%
(28.84%)		 28.57%
(26.38%)		 10.00%
(23.88%)
Outgroup - Middle Eastern Jews
[Percentage]		 0.00%
(0.68%)		 0.00%
(0.81%)		 0.00%
(0.11%)		 0.00%
(0.72%)		 0.00%
(0.85%)		 0.00%
(1.08%)
Outgroup - Settlers in Judea and Samaria
[Percentage]		 0.00%
(5.78%)		 2.56%
(7.41%)		 0.00%
(0.00%)		 0.00%
(0.00%)		 0.00%
(0.00%)		 0.00%
(0.00%)
Outgroup - Foreign Workers
[Percentage]		 5.41%
(5.35%)		 0.00%
(0.00%)		 0.00%
(0.00%)		 0.00%
(0.00%)		 0.00%
(0.00%)		 0.00%
(0.00%)
Outgroup - Israeli Arabs
[Percentage]		 45.95%
(22.39%)		 53.85%
(33.60%)		 52.94%
(22.12%)		 61.54%
(21.09%)		 42.86%
(21.52%)		 70.00%
(25.94%)
Outgroup - Rightists
[Percentage]		 0.00%
(2.43%)		 0.00%
(2.43%)		 0.00%
(3.95%)		 0.00%
(3.44%)		 0.00%
(3.15%)		 0.00%
(2.87%)
Outgroup - Ethiopians
[Percentage]		 0.00%
(0.62%)		 2.56%
(0.68%)		 0.00%
(0.45%)		 0.00%
(1.00%)		 0.00%
(0.66%)		 0.00%
(0.63%)
Outgroup - Secular Jews
[Percentage]		 0.00%
(0.31%)		 0.00%
(0.50%)		 0.00%
(1.13%)		 0.00%
(0.57%)		 0.00%
(0.46%)		 0.00%
(0.99%)
Outgroup - Leftists
[Percentage]		 16.22%
(15.05%)		 2.56%
(12.57%)		 17.65%
(15.80%)		 23.08%
(14.49%)		 7.14%
(13.98%)		 10.00%
(13.11%)
Outgroup - SOviet Union Immigrants
[Percentage]		 8.11%
(1.18%)		 0.00%
(1.06%)		 0.00%
(0.79%)		 0.00%
(1.58%)		 0.00%
(0.92%)		 0.00%
(0.63%)
Outgroup - Ashkenazi Jews
[Percentage]		 0.00%
(0.12%)		 0.00%
(0.50%)		 0.00%
(1.35%)		 0.00%
(1.29%)		 0.00%
(0.98%)		 0.00%
(0.54%)
Outgroup - LGBTQ+
[Percentage]		 0.00%
(0.00%)		 7.69%
(3.92%)		 5.88%
(7.34%)		 0.00%
(5.74%)		 14.29%
(6.50%)		 10.00%
(5.66%)
Gender - Female
Percentage		 37.84%
(50.75%)		 33.33%
(50.16%)		 29.41%
(51.58%)		 30.77%
(53.52%)		 35.71%
(50.92%)		 50.00%
(51.44%)
Gender - Male
Percentage		 62.16%
(49.25%)		 66.67%
(49.84%)		 70.59%
(48.42%)		 69.23%
(46.48%)		 64.29%
(49.08%)		 50.00%
(48.56%)
Age
[Years]		 32.00
(39.00)		 42.00
(42.00)		 34.00
(40.00)		 46.00
(41.00)		 36.00
(39.00)		 33.50
(46.00)
Ideology
[Score 1-7]		 7.00
(3.57)		 6.56
(3.36)		 6.34
(3.23)		 6.71
(3.15)		 7.00
(3.43)		 6.71
(3.40)
Violence
[Score 1-7]		 2.16
(1.11)		 2.28
(1.15)		 2.02
(1.13)		 2.21
(1.13)		 2.07
(1.16)		 3.16
(1.18)
Violence - State
[Score 1-7]		 1.67
(1.00)		 2.10
(1.05)		 1.92
(1.05)		 2.10
(1.05)		 1.98
(1.05)		 2.98
(1.05)
Violence - Outgroup
[Score 1-7]		 7.00
(2.00)		 7.00
(2.12)		 7.00
(2.00)		 7.00
(2.00)		 6.58
(2.00)		 7.00
(2.24)
Intolerance
[Score 1-7]		 6.55
(3.75)		 6.53
(3.72)		 6.56
(3.81)		 6.41
(3.79)		 6.44
(3.83)		 6.33
(3.80)
Intolerance - Political
[Score 1-7]		 6.50
(3.02)		 6.38
(2.99)		 6.22
(3.03)		 6.23
(2.98)		 6.03
(2.96)		 6.04
(3.10)
Intolerance - Social
[Score 1-7]		 6.73
(4.67)		 6.86
(4.79)		 7.00
(4.72)		 6.85
(4.80)		 6.91
(4.83)		 6.63
(4.96)
 

af_create_extremist_tracking_table (df, 
                                    wave_var = "Wave", 
                                    wave_order = wave_order,
                                    extremist_flag_var = "i_er2", 
                                    extremist_title = "ER2", 
                                    table_title = "ER2 Extremists",
                                    characteristics = characteristics, 
                                    notes = "")
ER2 Extremists
First (N=229) Second (N=211) Third (N=96) Fourth (N=87) Fifth (N=162) Sixth (N=139)
Political Orientation - left
[Percentage]		 13.54%
(15.11%)		 7.11%
(15.25%)		 7.29%
(11.96%)		 13.79%
(12.77%)		 16.05%
(11.68%)		 10.79%
(11.13%)
Political Orientation - center
[Percentage]		 13.97%
(28.86%)		 6.64%
(29.56%)		 7.29%
(26.86%)		 20.69%
(27.12%)		 22.84%
(29.99%)		 27.34%
(29.44%)
Political Orientation - right
[Percentage]		 72.49%
(56.03%)		 86.26%
(55.20%)		 85.42%
(61.17%)		 65.52%
(60.11%)		 61.11%
(58.33%)		 61.87%
(59.43%)
Outgroup - Ultra-Orthodox Jews
[Percentage]		 10.04%
(21.83%)		 4.27%
(18.67%)		 12.50%
(21.78%)		 22.99%
(21.23%)		 21.60%
(24.61%)		 24.46%
(24.69%)
Outgroup - African Migrants/Refugees
[Percentage]		 27.51%
(24.25%)		 17.54%
(17.86%)		 28.12%
(25.17%)		 26.44%
(28.84%)		 27.16%
(26.38%)		 20.14%
(23.88%)
Outgroup - Middle Eastern Jews
[Percentage]		 0.00%
(0.68%)		 0.00%
(0.81%)		 0.00%
(0.11%)		 0.00%
(0.72%)		 0.62%
(0.85%)		 0.00%
(1.08%)
Outgroup - Settlers in Judea and Samaria
[Percentage]		 5.68%
(5.78%)		 3.32%
(7.41%)		 0.00%
(0.00%)		 0.00%
(0.00%)		 0.00%
(0.00%)		 0.00%
(0.00%)
Outgroup - Foreign Workers
[Percentage]		 4.37%
(5.35%)		 0.00%
(0.00%)		 0.00%
(0.00%)		 0.00%
(0.00%)		 0.00%
(0.00%)		 0.00%
(0.00%)
Outgroup - Israeli Arabs
[Percentage]		 37.55%
(22.39%)		 54.98%
(33.60%)		 38.54%
(22.12%)		 26.44%
(21.09%)		 27.78%
(21.52%)		 43.17%
(25.94%)
Outgroup - Rightists
[Percentage]		 0.87%
(2.43%)		 0.00%
(2.43%)		 2.08%
(3.95%)		 4.60%
(3.44%)		 6.17%
(3.15%)		 3.60%
(2.87%)
Outgroup - Ethiopians
[Percentage]		 0.44%
(0.62%)		 0.47%
(0.68%)		 0.00%
(0.45%)		 0.00%
(1.00%)		 0.62%
(0.66%)		 0.00%
(0.63%)
Outgroup - Secular Jews
[Percentage]		 0.00%
(0.31%)		 0.00%
(0.50%)		 0.00%
(1.13%)		 0.00%
(0.57%)		 0.00%
(0.46%)		 1.44%
(0.99%)
Outgroup - Leftists
[Percentage]		 12.23%
(15.05%)		 12.80%
(12.57%)		 12.50%
(15.80%)		 16.09%
(14.49%)		 10.49%
(13.98%)		 4.32%
(13.11%)
Outgroup - SOviet Union Immigrants
[Percentage]		 1.31%
(1.18%)		 0.47%
(1.06%)		 0.00%
(0.79%)		 0.00%
(1.58%)		 0.62%
(0.92%)		 0.00%
(0.63%)
Outgroup - Ashkenazi Jews
[Percentage]		 0.00%
(0.12%)		 0.00%
(0.50%)		 0.00%
(1.35%)		 0.00%
(1.29%)		 0.00%
(0.98%)		 0.00%
(0.54%)
Outgroup - LGBTQ+
[Percentage]		 0.00%
(0.00%)		 6.16%
(3.92%)		 6.25%
(7.34%)		 3.45%
(5.74%)		 4.94%
(6.50%)		 2.88%
(5.66%)
Gender - Female
Percentage		 37.55%
(50.75%)		 39.34%
(50.16%)		 36.46%
(51.58%)		 32.18%
(53.52%)		 43.21%
(50.92%)		 43.88%
(51.44%)
Gender - Male
Percentage		 62.45%
(49.25%)		 60.66%
(49.84%)		 63.54%
(48.42%)		 67.82%
(46.48%)		 56.79%
(49.08%)		 56.12%
(48.56%)
Age
[Years]		 36.00
(39.00)		 38.00
(42.00)		 37.50
(40.00)		 41.00
(41.00)		 37.50
(39.00)		 47.00
(46.00)
Ideology
[Score 1-7]		 7.00
(3.57)		 5.79
(3.36)		 5.58
(3.23)		 5.97
(3.15)		 6.15
(3.43)		 5.97
(3.40)
Violence
[Score 1-7]		 1.73
(1.11)		 1.93
(1.15)		 1.68
(1.13)		 1.62
(1.13)		 2.08
(1.16)		 1.90
(1.18)
Violence - State
[Score 1-7]		 1.41
(1.00)		 1.84
(1.05)		 1.61
(1.05)		 1.58
(1.05)		 2.00
(1.05)		 1.84
(1.05)
Violence - Outgroup
[Score 1-7]		 6.00
(2.00)		 6.88
(2.12)		 5.70
(2.00)		 5.76
(2.00)		 5.06
(2.00)		 5.24
(2.24)
Intolerance
[Score 1-7]		 5.96
(3.75)		 6.23
(3.72)		 6.25
(3.81)		 6.07
(3.79)		 6.03
(3.83)		 6.04
(3.80)
Intolerance - Political
[Score 1-7]		 5.61
(3.02)		 5.89
(2.99)		 5.96
(3.03)		 5.85
(2.98)		 5.63
(2.96)		 5.58
(3.10)
Intolerance - Social
[Score 1-7]		 6.52
(4.67)		 6.86
(4.79)		 6.91
(4.72)		 6.63
(4.80)		 6.65
(4.83)		 6.59
(4.96)
 

af_create_extremist_tracking_table (df, 
                                    wave_var = "Wave", 
                                    wave_order = wave_order,
                                    extremist_flag_var = "i_er1", 
                                    extremist_title = "ER1", 
                                    table_title = "ER1 Extremists",
                                    characteristics = characteristics, 
                                    notes = "")
ER1 Extremists
First (N=913) Second (N=816) Third (N=483) Fourth (N=374) Fifth (N=777) Sixth (N=632)
Political Orientation - left
[Percentage]		 15.12%
(15.11%)		 15.44%
(15.25%)		 16.36%
(11.96%)		 17.38%
(12.77%)		 12.61%
(11.68%)		 15.66%
(11.13%)
Political Orientation - center
[Percentage]		 23.66%
(28.86%)		 21.69%
(29.56%)		 22.57%
(26.86%)		 26.20%
(27.12%)		 27.54%
(29.99%)		 30.85%
(29.44%)
Political Orientation - right
[Percentage]		 61.23%
(56.03%)		 62.87%
(55.20%)		 61.08%
(61.17%)		 56.42%
(60.11%)		 59.85%
(58.33%)		 53.48%
(59.43%)
Outgroup - Ultra-Orthodox Jews
[Percentage]		 17.09%
(21.83%)		 14.46%
(18.67%)		 22.57%
(21.78%)		 22.19%
(21.23%)		 23.29%
(24.61%)		 28.80%
(24.69%)
Outgroup - African Migrants/Refugees
[Percentage]		 25.19%
(24.25%)		 16.79%
(17.86%)		 25.05%
(25.17%)		 28.34%
(28.84%)		 26.25%
(26.38%)		 20.41%
(23.88%)
Outgroup - Middle Eastern Jews
[Percentage]		 1.10%
(0.68%)		 0.98%
(0.81%)		 0.00%
(0.11%)		 1.07%
(0.72%)		 0.90%
(0.85%)		 1.27%
(1.08%)
Outgroup - Settlers in Judea and Samaria
[Percentage]		 6.57%
(5.78%)		 8.46%
(7.41%)		 0.00%
(0.00%)		 0.00%
(0.00%)		 0.00%
(0.00%)		 0.00%
(0.00%)
Outgroup - Foreign Workers
[Percentage]		 5.48%
(5.35%)		 0.00%
(0.00%)		 0.00%
(0.00%)		 0.00%
(0.00%)		 0.00%
(0.00%)		 0.00%
(0.00%)
Outgroup - Israeli Arabs
[Percentage]		 24.97%
(22.39%)		 37.75%
(33.60%)		 23.40%
(22.12%)		 19.79%
(21.09%)		 24.20%
(21.52%)		 28.32%
(25.94%)
Outgroup - Rightists
[Percentage]		 2.19%
(2.43%)		 1.84%
(2.43%)		 5.18%
(3.95%)		 5.08%
(3.44%)		 3.73%
(3.15%)		 4.27%
(2.87%)
Outgroup - Ethiopians
[Percentage]		 0.77%
(0.62%)		 0.74%
(0.68%)		 0.21%
(0.45%)		 1.34%
(1.00%)		 0.51%
(0.66%)		 0.47%
(0.63%)
Outgroup - Secular Jews
[Percentage]		 0.33%
(0.31%)		 0.61%
(0.50%)		 1.45%
(1.13%)		 0.53%
(0.57%)		 0.51%
(0.46%)		 1.42%
(0.99%)
Outgroup - Leftists
[Percentage]		 14.57%
(15.05%)		 12.99%
(12.57%)		 14.08%
(15.80%)		 13.64%
(14.49%)		 11.20%
(13.98%)		 9.65%
(13.11%)
Outgroup - SOviet Union Immigrants
[Percentage]		 1.53%
(1.18%)		 0.98%
(1.06%)		 0.21%
(0.79%)		 2.94%
(1.58%)		 0.64%
(0.92%)		 0.32%
(0.63%)
Outgroup - Ashkenazi Jews
[Percentage]		 0.22%
(0.12%)		 0.37%
(0.50%)		 1.86%
(1.35%)		 1.07%
(1.29%)		 1.16%
(0.98%)		 0.00%
(0.54%)
Outgroup - LGBTQ+
[Percentage]		 0.00%
(0.00%)		 4.04%
(3.92%)		 6.00%
(7.34%)		 4.01%
(5.74%)		 7.59%
(6.50%)		 5.06%
(5.66%)
Gender - Female
Percentage		 45.13%
(50.75%)		 43.87%
(50.16%)		 43.69%
(51.58%)		 43.05%
(53.52%)		 44.27%
(50.92%)		 45.41%
(51.44%)
Gender - Male
Percentage		 54.87%
(49.25%)		 56.13%
(49.84%)		 56.31%
(48.42%)		 56.95%
(46.48%)		 55.73%
(49.08%)		 54.59%
(48.56%)
Age
[Years]		 38.00
(39.00)		 43.00
(42.00)		 39.00
(40.00)		 41.00
(41.00)		 38.00
(39.00)		 47.00
(46.00)
Ideology
[Score 1-7]		 4.14
(3.57)		 3.86
(3.36)		 3.78
(3.23)		 4.51
(3.15)		 4.00
(3.43)		 4.69
(3.40)
Violence
[Score 1-7]		 1.47
(1.11)		 1.61
(1.15)		 1.47
(1.13)		 1.37
(1.13)		 1.62
(1.16)		 1.53
(1.18)
Violence - State
[Score 1-7]		 1.25
(1.00)		 1.53
(1.05)		 1.39
(1.05)		 1.32
(1.05)		 1.57
(1.05)		 1.49
(1.05)
Violence - Outgroup
[Score 1-7]		 4.00
(2.00)		 3.49
(2.12)		 3.00
(2.00)		 3.00
(2.00)		 3.00
(2.00)		 3.12
(2.24)
Intolerance
[Score 1-7]		 4.36
(3.75)		 4.50
(3.72)		 4.31
(3.81)		 4.20
(3.79)		 4.34
(3.83)		 4.06
(3.80)
Intolerance - Political
[Score 1-7]		 3.79
(3.02)		 3.90
(2.99)		 3.70
(3.03)		 3.70
(2.98)		 3.72
(2.96)		 3.48
(3.10)
Intolerance - Social
[Score 1-7]		 5.31
(4.67)		 5.58
(4.79)		 5.20
(4.72)		 5.17
(4.80)		 5.44
(4.83)		 5.28
(4.96)

2 ER2 Extremists percentace by POlitical Orientation

p <- af_create_extremist_tracking_plot (df, 
                                   wave_var = "Wave", 
                                   wave_order = wave_order, 
                                   extremist_flag_var = "i_er2", 
                                   characteristics = plot_characteristics, 
                                   line_labels = NULL, 
                                   BW = FALSE, 
                                   plot_title = "ER2 Extremists percentace by Political Orientation")

af_event_labels(p)

3 Extremists Groups of each Dimension (EL)

af_create_extremist_tracking_table (df, 
                                    wave_var = "Wave", 
                                    wave_order = wave_order,
                                    extremist_flag_var = "i_cel", 
                                    extremist_title = "cel", 
                                    table_title = "Cognitive (Ideology) Extremists",
                                    characteristics = characteristics, 
                                    notes = "")
Cognitive (Ideology) Extremists
First (N=341) Second (N=288) Third (N=183) Fourth (N=162) Fifth (N=255) Sixth (N=247)
Political Orientation - left
[Percentage]		 24.34%
(15.11%)		 29.17%
(15.25%)		 34.97%
(11.96%)		 31.48%
(12.77%)		 23.53%
(11.68%)		 24.29%
(11.13%)
Political Orientation - center
[Percentage]		 17.60%
(28.86%)		 16.32%
(29.56%)		 15.85%
(26.86%)		 25.31%
(27.12%)		 28.63%
(29.99%)		 32.39%
(29.44%)
Political Orientation - right
[Percentage]		 58.06%
(56.03%)		 54.51%
(55.20%)		 49.18%
(61.17%)		 43.21%
(60.11%)		 47.84%
(58.33%)		 43.32%
(59.43%)
Outgroup - Ultra-Orthodox Jews
[Percentage]		 19.06%
(21.83%)		 17.36%
(18.67%)		 34.97%
(21.78%)		 34.57%
(21.23%)		 38.43%
(24.61%)		 40.89%
(24.69%)
Outgroup - African Migrants/Refugees
[Percentage]		 18.48%
(24.25%)		 12.85%
(17.86%)		 20.77%
(25.17%)		 22.84%
(28.84%)		 18.04%
(26.38%)		 14.98%
(23.88%)
Outgroup - Middle Eastern Jews
[Percentage]		 0.00%
(0.68%)		 0.69%
(0.81%)		 0.00%
(0.11%)		 0.00%
(0.72%)		 0.39%
(0.85%)		 0.00%
(1.08%)
Outgroup - Settlers in Judea and Samaria
[Percentage]		 11.73%
(5.78%)		 18.06%
(7.41%)		 0.00%
(0.00%)		 0.00%
(0.00%)		 0.00%
(0.00%)		 0.00%
(0.00%)
Outgroup - Foreign Workers
[Percentage]		 2.93%
(5.35%)		 0.00%
(0.00%)		 0.00%
(0.00%)		 0.00%
(0.00%)		 0.00%
(0.00%)		 0.00%
(0.00%)
Outgroup - Israeli Arabs
[Percentage]		 25.51%
(22.39%)		 30.56%
(33.60%)		 17.49%
(22.12%)		 16.05%
(21.09%)		 15.29%
(21.52%)		 22.27%
(25.94%)
Outgroup - Rightists
[Percentage]		 3.81%
(2.43%)		 2.78%
(2.43%)		 10.38%
(3.95%)		 9.88%
(3.44%)		 5.49%
(3.15%)		 6.88%
(2.87%)
Outgroup - Ethiopians
[Percentage]		 0.29%
(0.62%)		 0.35%
(0.68%)		 0.55%
(0.45%)		 0.62%
(1.00%)		 0.00%
(0.66%)		 0.00%
(0.63%)
Outgroup - Secular Jews
[Percentage]		 0.00%
(0.31%)		 0.00%
(0.50%)		 0.55%
(1.13%)		 0.00%
(0.57%)		 0.39%
(0.46%)		 1.62%
(0.99%)
Outgroup - Leftists
[Percentage]		 16.72%
(15.05%)		 12.50%
(12.57%)		 12.57%
(15.80%)		 11.11%
(14.49%)		 14.51%
(13.98%)		 8.91%
(13.11%)
Outgroup - SOviet Union Immigrants
[Percentage]		 1.47%
(1.18%)		 0.69%
(1.06%)		 0.00%
(0.79%)		 1.23%
(1.58%)		 0.39%
(0.92%)		 0.00%
(0.63%)
Outgroup - Ashkenazi Jews
[Percentage]		 0.00%
(0.12%)		 0.00%
(0.50%)		 0.55%
(1.35%)		 0.62%
(1.29%)		 0.39%
(0.98%)		 0.00%
(0.54%)
Outgroup - LGBTQ+
[Percentage]		 0.00%
(0.00%)		 4.17%
(3.92%)		 2.19%
(7.34%)		 3.09%
(5.74%)		 6.67%
(6.50%)		 4.45%
(5.66%)
Gender - Female
Percentage		 38.71%
(50.75%)		 35.76%
(50.16%)		 35.52%
(51.58%)		 35.19%
(53.52%)		 36.86%
(50.92%)		 41.70%
(51.44%)
Gender - Male
Percentage		 61.29%
(49.25%)		 64.24%
(49.84%)		 64.48%
(48.42%)		 64.81%
(46.48%)		 63.14%
(49.08%)		 58.30%
(48.56%)
Age
[Years]		 40.00
(39.00)		 45.00
(42.00)		 43.00
(40.00)		 46.00
(41.00)		 40.00
(39.00)		 52.00
(46.00)
Ideology
[Score 1-7]		 7.00
(3.57)		 6.56
(3.36)		 6.34
(3.23)		 6.62
(3.15)		 6.72
(3.43)		 6.71
(3.40)
Violence
[Score 1-7]		 1.11
(1.11)		 1.11
(1.15)		 1.09
(1.13)		 1.11
(1.13)		 1.13
(1.16)		 1.16
(1.18)
Violence - State
[Score 1-7]		 1.00
(1.00)		 1.00
(1.05)		 1.00
(1.05)		 1.00
(1.05)		 1.05
(1.05)		 1.00
(1.05)
Violence - Outgroup
[Score 1-7]		 3.00
(2.00)		 2.00
(2.12)		 1.12
(2.00)		 1.42
(2.00)		 1.49
(2.00)		 1.61
(2.24)
Intolerance
[Score 1-7]		 3.77
(3.75)		 3.93
(3.72)		 3.00
(3.81)		 3.23
(3.79)		 3.04
(3.83)		 3.33
(3.80)
Intolerance - Political
[Score 1-7]		 2.98
(3.02)		 3.12
(2.99)		 2.16
(3.03)		 2.23
(2.98)		 2.29
(2.96)		 2.46
(3.10)
Intolerance - Social
[Score 1-7]		 4.79
(4.67)		 4.92
(4.79)		 4.30
(4.72)		 4.64
(4.80)		 4.02
(4.83)		 4.60
(4.96)
 

af_create_extremist_tracking_table (df, 
                                    wave_var = "Wave", 
                                    wave_order = wave_order,
                                    extremist_flag_var = "i_bel", 
                                    extremist_title = "bel", 
                                    table_title = "Behavioral (Violence) Extremists",
                                    characteristics = characteristics, 
                                    notes = "")
Behavioral (Violence) Extremists
First (N=578) Second (N=505) Third (N=282) Fourth (N=201) Fifth (N=467) Sixth (N=360)
Political Orientation - left
[Percentage]		 13.84%
(15.11%)		 9.70%
(15.25%)		 6.74%
(11.96%)		 12.94%
(12.77%)		 12.63%
(11.68%)		 13.61%
(11.13%)
Political Orientation - center
[Percentage]		 24.39%
(28.86%)		 22.57%
(29.56%)		 24.47%
(26.86%)		 29.35%
(27.12%)		 29.98%
(29.99%)		 35.28%
(29.44%)
Political Orientation - right
[Percentage]		 61.76%
(56.03%)		 67.72%
(55.20%)		 68.79%
(61.17%)		 57.71%
(60.11%)		 57.39%
(58.33%)		 51.11%
(59.43%)
Outgroup - Ultra-Orthodox Jews
[Percentage]		 19.20%
(21.83%)		 14.85%
(18.67%)		 18.79%
(21.78%)		 21.89%
(21.23%)		 24.41%
(24.61%)		 29.72%
(24.69%)
Outgroup - African Migrants/Refugees
[Percentage]		 19.20%
(24.25%)		 14.26%
(17.86%)		 20.57%
(25.17%)		 21.89%
(28.84%)		 21.41%
(26.38%)		 17.78%
(23.88%)
Outgroup - Middle Eastern Jews
[Percentage]		 1.73%
(0.68%)		 1.19%
(0.81%)		 0.00%
(0.11%)		 1.99%
(0.72%)		 1.50%
(0.85%)		 2.22%
(1.08%)
Outgroup - Settlers in Judea and Samaria
[Percentage]		 5.54%
(5.78%)		 3.96%
(7.41%)		 0.00%
(0.00%)		 0.00%
(0.00%)		 0.00%
(0.00%)		 0.00%
(0.00%)
Outgroup - Foreign Workers
[Percentage]		 5.54%
(5.35%)		 0.00%
(0.00%)		 0.00%
(0.00%)		 0.00%
(0.00%)		 0.00%
(0.00%)		 0.00%
(0.00%)
Outgroup - Israeli Arabs
[Percentage]		 27.68%
(22.39%)		 40.20%
(33.60%)		 29.08%
(22.12%)		 20.90%
(21.09%)		 24.41%
(21.52%)		 26.11%
(25.94%)
Outgroup - Rightists
[Percentage]		 1.56%
(2.43%)		 1.39%
(2.43%)		 2.84%
(3.95%)		 3.48%
(3.44%)		 5.35%
(3.15%)		 4.17%
(2.87%)
Outgroup - Ethiopians
[Percentage]		 1.21%
(0.62%)		 0.99%
(0.68%)		 0.00%
(0.45%)		 1.99%
(1.00%)		 0.86%
(0.66%)		 0.83%
(0.63%)
Outgroup - Secular Jews
[Percentage]		 0.52%
(0.31%)		 0.99%
(0.50%)		 2.13%
(1.13%)		 1.00%
(0.57%)		 0.64%
(0.46%)		 1.94%
(0.99%)
Outgroup - Leftists
[Percentage]		 15.57%
(15.05%)		 15.84%
(12.57%)		 16.31%
(15.80%)		 17.41%
(14.49%)		 10.49%
(13.98%)		 11.11%
(13.11%)
Outgroup - SOviet Union Immigrants
[Percentage]		 1.90%
(1.18%)		 1.19%
(1.06%)		 0.35%
(0.79%)		 4.48%
(1.58%)		 0.86%
(0.92%)		 0.56%
(0.63%)
Outgroup - Ashkenazi Jews
[Percentage]		 0.35%
(0.12%)		 0.59%
(0.50%)		 2.84%
(1.35%)		 1.49%
(1.29%)		 1.71%
(0.98%)		 0.00%
(0.54%)
Outgroup - LGBTQ+
[Percentage]		 0.00%
(0.00%)		 4.55%
(3.92%)		 7.09%
(7.34%)		 3.48%
(5.74%)		 8.35%
(6.50%)		 5.56%
(5.66%)
Gender - Female
Percentage		 45.50%
(50.75%)		 42.97%
(50.16%)		 45.04%
(51.58%)		 47.26%
(53.52%)		 44.33%
(50.92%)		 43.06%
(51.44%)
Gender - Male
Percentage		 54.50%
(49.25%)		 57.03%
(49.84%)		 54.96%
(48.42%)		 52.74%
(46.48%)		 55.67%
(49.08%)		 56.94%
(48.56%)
Age
[Years]		 36.00
(39.00)		 40.00
(42.00)		 35.00
(40.00)		 38.00
(41.00)		 37.00
(39.00)		 43.00
(46.00)
Ideology
[Score 1-7]		 3.00
(3.57)		 2.87
(3.36)		 2.85
(3.23)		 2.72
(3.15)		 3.15
(3.43)		 3.19
(3.40)
Violence
[Score 1-7]		 2.01
(1.11)		 2.29
(1.15)		 2.13
(1.13)		 2.06
(1.13)		 2.32
(1.16)		 2.28
(1.18)
Violence - State
[Score 1-7]		 1.66
(1.00)		 2.20
(1.05)		 2.05
(1.05)		 2.00
(1.05)		 2.25
(1.05)		 2.24
(1.05)
Violence - Outgroup
[Score 1-7]		 4.00
(2.00)		 4.00
(2.12)		 3.24
(2.00)		 3.24
(2.00)		 2.88
(2.00)		 3.00
(2.24)
Intolerance
[Score 1-7]		 4.18
(3.75)		 4.34
(3.72)		 4.29
(3.81)		 4.12
(3.79)		 4.10
(3.83)		 3.82
(3.80)
Intolerance - Political
[Score 1-7]		 3.68
(3.02)		 3.84
(2.99)		 3.80
(3.03)		 3.74
(2.98)		 3.41
(2.96)		 3.27
(3.10)
Intolerance - Social
[Score 1-7]		 4.97
(4.67)		 5.42
(4.79)		 5.19
(4.72)		 4.80
(4.80)		 5.06
(4.83)		 4.69
(4.96)
 

af_create_extremist_tracking_table (df, 
                                    wave_var = "Wave", 
                                    wave_order = wave_order,
                                    extremist_flag_var = "i_sel", 
                                    extremist_title = "sel", 
                                    table_title = "Social (Intolerance) Extremists",
                                    characteristics = characteristics, 
                                    notes = "")
Social (Intolerance) Extremists
First (N=260) Second (N=273) Third (N=131) Fourth (N=111) Fifth (N=231) Sixth (N=174)
Political Orientation - left
[Percentage]		 2.69%
(15.11%)		 3.30%
(15.25%)		 2.29%
(11.96%)		 0.00%
(12.77%)		 2.16%
(11.68%)		 3.45%
(11.13%)
Political Orientation - center
[Percentage]		 18.85%
(28.86%)		 11.36%
(29.56%)		 13.74%
(26.86%)		 15.32%
(27.12%)		 16.45%
(29.99%)		 16.09%
(29.44%)
Political Orientation - right
[Percentage]		 78.46%
(56.03%)		 85.35%
(55.20%)		 83.97%
(61.17%)		 84.68%
(60.11%)		 81.39%
(58.33%)		 80.46%
(59.43%)
Outgroup - Ultra-Orthodox Jews
[Percentage]		 1.15%
(21.83%)		 0.73%
(18.67%)		 3.05%
(21.78%)		 2.70%
(21.23%)		 2.16%
(24.61%)		 4.60%
(24.69%)
Outgroup - African Migrants/Refugees
[Percentage]		 49.23%
(24.25%)		 28.21%
(17.86%)		 42.75%
(25.17%)		 45.05%
(28.84%)		 45.89%
(26.38%)		 32.76%
(23.88%)
Outgroup - Middle Eastern Jews
[Percentage]		 0.00%
(0.68%)		 0.00%
(0.81%)		 0.00%
(0.11%)		 0.00%
(0.72%)		 0.00%
(0.85%)		 0.00%
(1.08%)
Outgroup - Settlers in Judea and Samaria
[Percentage]		 0.38%
(5.78%)		 1.83%
(7.41%)		 0.00%
(0.00%)		 0.00%
(0.00%)		 0.00%
(0.00%)		 0.00%
(0.00%)
Outgroup - Foreign Workers
[Percentage]		 7.69%
(5.35%)		 0.00%
(0.00%)		 0.00%
(0.00%)		 0.00%
(0.00%)		 0.00%
(0.00%)		 0.00%
(0.00%)
Outgroup - Israeli Arabs
[Percentage]		 32.31%
(22.39%)		 56.41%
(33.60%)		 34.35%
(22.12%)		 33.33%
(21.09%)		 37.23%
(21.52%)		 55.75%
(25.94%)
Outgroup - Rightists
[Percentage]		 0.00%
(2.43%)		 0.00%
(2.43%)		 0.00%
(3.95%)		 0.00%
(3.44%)		 0.00%
(3.15%)		 0.00%
(2.87%)
Outgroup - Ethiopians
[Percentage]		 0.00%
(0.62%)		 0.73%
(0.68%)		 0.00%
(0.45%)		 0.00%
(1.00%)		 0.43%
(0.66%)		 0.00%
(0.63%)
Outgroup - Secular Jews
[Percentage]		 0.00%
(0.31%)		 0.00%
(0.50%)		 0.00%
(1.13%)		 0.00%
(0.57%)		 0.00%
(0.46%)		 0.00%
(0.99%)
Outgroup - Leftists
[Percentage]		 7.69%
(15.05%)		 6.59%
(12.57%)		 10.69%
(15.80%)		 13.51%
(14.49%)		 8.23%
(13.98%)		 3.45%
(13.11%)
Outgroup - SOviet Union Immigrants
[Percentage]		 1.54%
(1.18%)		 0.37%
(1.06%)		 0.00%
(0.79%)		 0.00%
(1.58%)		 0.43%
(0.92%)		 0.00%
(0.63%)
Outgroup - Ashkenazi Jews
[Percentage]		 0.00%
(0.12%)		 0.00%
(0.50%)		 0.00%
(1.35%)		 0.00%
(1.29%)		 0.00%
(0.98%)		 0.00%
(0.54%)
Outgroup - LGBTQ+
[Percentage]		 0.00%
(0.00%)		 5.13%
(3.92%)		 9.16%
(7.34%)		 5.41%
(5.74%)		 5.63%
(6.50%)		 3.45%
(5.66%)
Gender - Female
Percentage		 45.00%
(50.75%)		 49.08%
(50.16%)		 45.04%
(51.58%)		 36.94%
(53.52%)		 51.08%
(50.92%)		 54.60%
(51.44%)
Gender - Male
Percentage		 55.00%
(49.25%)		 50.92%
(49.84%)		 54.96%
(48.42%)		 63.06%
(46.48%)		 48.92%
(49.08%)		 45.40%
(48.56%)
Age
[Years]		 40.00
(39.00)		 40.00
(42.00)		 39.00
(40.00)		 42.00
(41.00)		 41.00
(39.00)		 44.00
(46.00)
Ideology
[Score 1-7]		 3.57
(3.57)		 3.89
(3.36)		 3.62
(3.23)		 4.09
(3.15)		 3.56
(3.43)		 4.00
(3.40)
Violence
[Score 1-7]		 1.13
(1.11)		 1.38
(1.15)		 1.22
(1.13)		 1.21
(1.13)		 1.18
(1.16)		 1.18
(1.18)
Violence - State
[Score 1-7]		 1.03
(1.00)		 1.23
(1.05)		 1.05
(1.05)		 1.05
(1.05)		 1.00
(1.05)		 1.00
(1.05)
Violence - Outgroup
[Score 1-7]		 6.00
(2.00)		 6.76
(2.12)		 6.00
(2.00)		 6.27
(2.00)		 5.76
(2.00)		 6.88
(2.24)
Intolerance
[Score 1-7]		 6.28
(3.75)		 6.29
(3.72)		 6.42
(3.81)		 6.33
(3.79)		 6.38
(3.83)		 6.31
(3.80)
Intolerance - Political
[Score 1-7]		 6.03
(3.02)		 5.96
(2.99)		 6.08
(3.03)		 6.17
(2.98)		 6.18
(2.96)		 6.03
(3.10)
Intolerance - Social
[Score 1-7]		 6.81
(4.67)		 6.86
(4.79)		 7.00
(4.72)		 6.85
(4.80)		 6.91
(4.83)		 6.67
(4.96)