How Americans View Biden’s Response To The Coronavirus Crisis

Overview of the article

This article is based on polling averages compiled by the FiveThirtyEight polling organizations about President Biden’s handling of the covid crisis. The conclusion of the polling results indicated that Americans approved of Biden’s handling of the corona virus crises in the first year of his presidency. However, the approval was mainly among Democrats and Independents. Republicans disapproved of Biden’s handling of the virus. The approval of his handling of the virus dropped over time. Below is the link to the article.

Link to article:https://projects.fivethirtyeight.com/coronavirus-polls/ link to data frame: https://raw.githubusercontent.com/hawa1983/Week1_Assignment/main/covid_approval_polls_adjusted.csv

Load the relevant libraries

We start by installing the relevant packages and loading the libraries as below

library(tidyverse)
## ── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
## âś” dplyr     1.1.2     âś” readr     2.1.4
## âś” forcats   1.0.0     âś” stringr   1.5.0
## âś” ggplot2   3.4.3     âś” tibble    3.2.1
## âś” lubridate 1.9.2     âś” tidyr     1.3.0
## âś” purrr     1.0.2     
## ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
## âś– dplyr::filter() masks stats::filter()
## âś– dplyr::lag()    masks stats::lag()
## ℹ Use the conflicted package (<http://conflicted.r-lib.org/>) to force all conflicts to become errors
library(dplyr)
library(ggplot2)
library(lubridate)

Import the covid polls data into a data frame

Next, we import the covid polls data into a data frame: The code below reads the covid approval polls data from my github page into the covid_approval_polls data frame.

covid_approval_polls <- read_csv(
  "https://raw.githubusercontent.com/hawa1983/Week1_Assignment/main/covid_approval_polls_adjusted.csv"
  )
## Rows: 1626 Columns: 19
## ── Column specification ────────────────────────────────────────────────────────
## Delimiter: ","
## chr (11): subject, modeldate, party, startdate, enddate, pollster, grade, po...
## dbl  (7): samplesize, weight, influence, approve, disapprove, approve_adjust...
## lgl  (1): tracking
## 
## ℹ Use `spec()` to retrieve the full column specification for this data.
## ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.
head(covid_approval_polls, 3)
## # A tibble: 3 Ă— 19
##   subject modeldate party startdate enddate pollster grade samplesize population
##   <chr>   <chr>     <chr> <chr>     <chr>   <chr>    <chr>      <dbl> <chr>     
## 1 Biden   11/27/20… D     1/24/2021 1/26/2… YouGov   B+          477  a         
## 2 Biden   11/27/20… D     1/28/2021 2/1/20… Quinnip… A-          333. a         
## 3 Biden   11/27/20… D     1/29/2021 2/1/20… Morning… B           808  rv        
## # ℹ 10 more variables: weight <dbl>, influence <dbl>, multiversions <chr>,
## #   tracking <lgl>, approve <dbl>, disapprove <dbl>, approve_adjusted <dbl>,
## #   disapprove_adjusted <dbl>, timestamp <chr>, url <chr>

Preview the data

Next, we will take a preview of the data to ensure that each variable/column is imported as the correct or desired data type.

A preview of the data shows that modeldate, startdate and enddate, and timestamp variables are loaded as character data type instead of date, date, date, and datetime data types respectively. We must change these to the appropriate data types. Similarly, party, pollster, and population will be changed to factors.

glimpse(covid_approval_polls)
## Rows: 1,626
## Columns: 19
## $ subject             <chr> "Biden", "Biden", "Biden", "Biden", "Biden", "Bide…
## $ modeldate           <chr> "11/27/2022", "11/27/2022", "11/27/2022", "11/27/2…
## $ party               <chr> "D", "D", "D", "D", "D", "D", "D", "D", "D", "D", …
## $ startdate           <chr> "1/24/2021", "1/28/2021", "1/29/2021", "1/31/2021"…
## $ enddate             <chr> "1/26/2021", "2/1/2021", "2/1/2021", "2/2/2021", "…
## $ pollster            <chr> "YouGov", "Quinnipiac", "Morning Consult", "YouGov…
## $ grade               <chr> "B+", "A-", "B", "B+", "B", "B+", "B+", "B+", "A-"…
## $ samplesize          <dbl> 477.00, 333.25, 808.00, 484.00, 564.00, 336.00, 56…
## $ population          <chr> "a", "a", "rv", "a", "a", "a", "a", "a", "a", "rv"…
## $ weight              <dbl> 0.6285238, 0.6317152, 0.8337467, 0.5493243, 0.8883…
## $ influence           <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
## $ multiversions       <chr> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA…
## $ tracking            <lgl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA…
## $ approve             <dbl> 84.00, 93.00, 89.00, 88.00, 89.22, 88.00, 89.00, 9…
## $ disapprove          <dbl> 3.00, 5.00, 7.00, 7.00, 7.14, 8.00, 5.00, 5.00, 2.…
## $ approve_adjusted    <dbl> 87.08801, 90.93074, 90.81520, 91.08801, 89.80104, …
## $ disapprove_adjusted <dbl> 2.595882, 6.402365, 5.901370, 6.595882, 6.647952, …
## $ timestamp           <chr> "02:31:11 27 Nov 2022", "02:31:11 27 Nov 2022", "0…
## $ url                 <chr> "https://docs.cdn.yougov.com/ld46rgtdlz/econTabRep…

Change data type to the correct type for each variable/column

A preview of the updated data frame shows that changing the timestamp/column to datetime data type fill the column with NA. I will need help with this.

covid_approval_polls <- covid_approval_polls |>
  mutate(
    party = as_factor(party),
    modeldate = as_date(modeldate, format = "%m/%d/%Y"),
    startdate = as_date(startdate, format = "%m/%d/%Y"),
    enddate = as_date(enddate, format = "%m/%d/%Y"),
    pollster = as_factor(pollster),
    population = as_factor(population),
    timestamp = parse_character(
      if_else(timestamp == "02:31:11 27 Nov 2022", "2022-11-27 02:31:11",
                    if_else(timestamp == "02:31:16 27 Nov 2022", "2022-11-27 02:31:16",
                          if_else(timestamp == "02:31:21 27 Nov 2022", "2022-11-27 02:31:21",
                                    if_else(timestamp == "02:31:28 27 Nov 2022", "2022-11-27 02:31:28", "NA")
                            )
                    )
    )),
    timestamp = parse_character(if_else(timestamp == "02:31:11 27 Nov 2022", "2022-11-27 02:31:11", "2022-11-27 02:31:11")),
    timestamp = as_datetime(timestamp, format = "%Y-%m-%d %H:%M:%S")
    )
glimpse(covid_approval_polls)
## Rows: 1,626
## Columns: 19
## $ subject             <chr> "Biden", "Biden", "Biden", "Biden", "Biden", "Bide…
## $ modeldate           <date> 2022-11-27, 2022-11-27, 2022-11-27, 2022-11-27, 2…
## $ party               <fct> D, D, D, D, D, D, D, D, D, D, D, D, D, D, D, D, D,…
## $ startdate           <date> 2021-01-24, 2021-01-28, 2021-01-29, 2021-01-31, 2…
## $ enddate             <date> 2021-01-26, 2021-02-01, 2021-02-01, 2021-02-02, 2…
## $ pollster            <fct> YouGov, Quinnipiac, Morning Consult, YouGov, Data …
## $ grade               <chr> "B+", "A-", "B", "B+", "B", "B+", "B+", "B+", "A-"…
## $ samplesize          <dbl> 477.00, 333.25, 808.00, 484.00, 564.00, 336.00, 56…
## $ population          <fct> a, a, rv, a, a, a, a, a, a, rv, rv, a, a, rv, a, a…
## $ weight              <dbl> 0.6285238, 0.6317152, 0.8337467, 0.5493243, 0.8883…
## $ influence           <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
## $ multiversions       <chr> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA…
## $ tracking            <lgl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA…
## $ approve             <dbl> 84.00, 93.00, 89.00, 88.00, 89.22, 88.00, 89.00, 9…
## $ disapprove          <dbl> 3.00, 5.00, 7.00, 7.00, 7.14, 8.00, 5.00, 5.00, 2.…
## $ approve_adjusted    <dbl> 87.08801, 90.93074, 90.81520, 91.08801, 89.80104, …
## $ disapprove_adjusted <dbl> 2.595882, 6.402365, 5.901370, 6.595882, 6.647952, …
## $ timestamp           <dttm> 2022-11-27 02:31:11, 2022-11-27 02:31:11, 2022-11…
## $ url                 <chr> "https://docs.cdn.yougov.com/ld46rgtdlz/econTabRep…

Determine columns that have all missing values

The preview of the data above reveals multiple missing values in the multiversions and tracking columns. Filtering the rows as shown below shows that there are 4 records where multiple versions of the raw data are combined. The tracking column has no values implying that all the polls are not tracking polls.

multiversions_rocords_with_values <- covid_approval_polls |>
  filter(!is.na(multiversions))
multiversions_rocords_with_values
## # A tibble: 4 Ă— 19
##   subject modeldate  party startdate  enddate    pollster grade samplesize
##   <chr>   <date>     <fct> <date>     <date>     <fct>    <chr>      <dbl>
## 1 Biden   2022-11-27 D     2022-01-29 2022-02-01 YouGov   B+          514 
## 2 Biden   2022-11-27 I     2022-01-29 2022-02-01 YouGov   B+          458 
## 3 Biden   2022-11-27 R     2022-01-29 2022-02-01 YouGov   B+          384.
## 4 Biden   2022-11-27 all   2022-01-29 2022-02-01 YouGov   B+         1500 
## # ℹ 11 more variables: population <fct>, weight <dbl>, influence <dbl>,
## #   multiversions <chr>, tracking <lgl>, approve <dbl>, disapprove <dbl>,
## #   approve_adjusted <dbl>, disapprove_adjusted <dbl>, timestamp <dttm>,
## #   url <chr>
tracking_rocords_with_values <- covid_approval_polls |>
  filter(!is.na(tracking))
tracking_rocords_with_values
## # A tibble: 0 Ă— 19
## # ℹ 19 variables: subject <chr>, modeldate <date>, party <fct>,
## #   startdate <date>, enddate <date>, pollster <fct>, grade <chr>,
## #   samplesize <dbl>, population <fct>, weight <dbl>, influence <dbl>,
## #   multiversions <chr>, tracking <lgl>, approve <dbl>, disapprove <dbl>,
## #   approve_adjusted <dbl>, disapprove_adjusted <dbl>, timestamp <dttm>,
## #   url <chr>

Rename some columns to make them more readable

Rename modeldae, startdate, enddate, and samplesize columns to model_date, start_date, end_date and sample_size.

covid_approval_polls <- covid_approval_polls |> 
  rename(
    start_date = startdate,
    end_date = enddate,
    model_date = modeldate,
    sample_size = samplesize
  )

glimpse(covid_approval_polls)
## Rows: 1,626
## Columns: 19
## $ subject             <chr> "Biden", "Biden", "Biden", "Biden", "Biden", "Bide…
## $ model_date          <date> 2022-11-27, 2022-11-27, 2022-11-27, 2022-11-27, 2…
## $ party               <fct> D, D, D, D, D, D, D, D, D, D, D, D, D, D, D, D, D,…
## $ start_date          <date> 2021-01-24, 2021-01-28, 2021-01-29, 2021-01-31, 2…
## $ end_date            <date> 2021-01-26, 2021-02-01, 2021-02-01, 2021-02-02, 2…
## $ pollster            <fct> YouGov, Quinnipiac, Morning Consult, YouGov, Data …
## $ grade               <chr> "B+", "A-", "B", "B+", "B", "B+", "B+", "B+", "A-"…
## $ sample_size         <dbl> 477.00, 333.25, 808.00, 484.00, 564.00, 336.00, 56…
## $ population          <fct> a, a, rv, a, a, a, a, a, a, rv, rv, a, a, rv, a, a…
## $ weight              <dbl> 0.6285238, 0.6317152, 0.8337467, 0.5493243, 0.8883…
## $ influence           <dbl> 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,…
## $ multiversions       <chr> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA…
## $ tracking            <lgl> NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA, NA…
## $ approve             <dbl> 84.00, 93.00, 89.00, 88.00, 89.22, 88.00, 89.00, 9…
## $ disapprove          <dbl> 3.00, 5.00, 7.00, 7.00, 7.14, 8.00, 5.00, 5.00, 2.…
## $ approve_adjusted    <dbl> 87.08801, 90.93074, 90.81520, 91.08801, 89.80104, …
## $ disapprove_adjusted <dbl> 2.595882, 6.402365, 5.901370, 6.595882, 6.647952, …
## $ timestamp           <dttm> 2022-11-27 02:31:11, 2022-11-27 02:31:11, 2022-11…
## $ url                 <chr> "https://docs.cdn.yougov.com/ld46rgtdlz/econTabRep…

Remove columns that are not relevant

The subject, modeldate, pollster, grade, timestamp, and url columns are not relevant to our analysis. These columns will also be removed as shown below. Below is the final data frame used for our analysis. I will also remove approve and disapprove variables because I will be using the weighted versions of these variables.

covid_approval_polls <- covid_approval_polls |> 
  select(
    party, 
    start_date, 
    end_date, 
    sample_size, 
    population, 
    weight, 
    approve_adjusted, 
    disapprove_adjusted
    )
glimpse(covid_approval_polls)
## Rows: 1,626
## Columns: 8
## $ party               <fct> D, D, D, D, D, D, D, D, D, D, D, D, D, D, D, D, D,…
## $ start_date          <date> 2021-01-24, 2021-01-28, 2021-01-29, 2021-01-31, 2…
## $ end_date            <date> 2021-01-26, 2021-02-01, 2021-02-01, 2021-02-02, 2…
## $ sample_size         <dbl> 477.00, 333.25, 808.00, 484.00, 564.00, 336.00, 56…
## $ population          <fct> a, a, rv, a, a, a, a, a, a, rv, rv, a, a, rv, a, a…
## $ weight              <dbl> 0.6285238, 0.6317152, 0.8337467, 0.5493243, 0.8883…
## $ approve_adjusted    <dbl> 87.08801, 90.93074, 90.81520, 91.08801, 89.80104, …
## $ disapprove_adjusted <dbl> 2.595882, 6.402365, 5.901370, 6.595882, 6.647952, …

Replace non-intuitive abbreviations

The population column contain the following non-intuitive abbreviations: a = adults, rv = registered voters, lv = likely voters and v = voters. These values will be replace by adult, registered voters, likely voters, and voters respectively. The abbreviations for D for democrat, R for Republican, I for Independent will be replaced by the party names.

covid_approval_polls <- covid_approval_polls |>
  mutate(
    population = if_else(population == "a", "adult",
                    if_else(population == "rv", "registered voter",
                          if_else(population == "lv", "likely voter",
                                    if_else(population == "v", "voter", "NA")
                            )
                    )
    )
    ,
    party = if_else(party == "D", "Democrat",
                    if_else(party == "R", "Republican",
                        if_else(party == "I", "Independent", 
                            if_else(party == "all", "All","NA")
                      )
              )
        )
    )

glimpse(covid_approval_polls)
## Rows: 1,626
## Columns: 8
## $ party               <chr> "Democrat", "Democrat", "Democrat", "Democrat", "D…
## $ start_date          <date> 2021-01-24, 2021-01-28, 2021-01-29, 2021-01-31, 2…
## $ end_date            <date> 2021-01-26, 2021-02-01, 2021-02-01, 2021-02-02, 2…
## $ sample_size         <dbl> 477.00, 333.25, 808.00, 484.00, 564.00, 336.00, 56…
## $ population          <chr> "adult", "adult", "registered voter", "adult", "ad…
## $ weight              <dbl> 0.6285238, 0.6317152, 0.8337467, 0.5493243, 0.8883…
## $ approve_adjusted    <dbl> 87.08801, 90.93074, 90.81520, 91.08801, 89.80104, …
## $ disapprove_adjusted <dbl> 2.595882, 6.402365, 5.901370, 6.595882, 6.647952, …

Style and display table

The code below uses the Kable package to format the table.

options(kableExtra.latex.load_packages = FALSE)
library(kableExtra)
## 
## Attaching package: 'kableExtra'
## The following object is masked from 'package:dplyr':
## 
##     group_rows
kable(covid_approval_polls, longtable = T, booktabs = T, caption = "Covid Approval Poll") |>
  kable_styling(latex_options = c("striped", "scale_down", "repeat_header")) |> 
  row_spec(0, background = "grey") |> 
  landscape() |>
  footnote(general = "This table contains a collation of polls by various polling companies. Several columns that are not relevant o the analysis have been removed.")
Covid Approval Poll
party start_date end_date sample_size population weight approve_adjusted disapprove_adjusted
Democrat 2021-01-24 2021-01-26 477.00 adult 0.6285238 87.088011 2.595882
Democrat 2021-01-28 2021-02-01 333.25 adult 0.6317152 90.930743 6.402365
Democrat 2021-01-29 2021-02-01 808.00 registered voter 0.8337467 90.815195 5.901370
Democrat 2021-01-31 2021-02-02 484.00 adult 0.5493243 91.088011 6.595882
Democrat 2021-02-02 2021-02-02 564.00 adult 0.8883977 89.801036 6.647952
Democrat 2021-02-05 2021-02-07 336.00 adult 0.3521874 91.088011 7.595882
Democrat 2021-02-06 2021-02-09 566.00 adult 0.5773701 92.088011 4.595882
Democrat 2021-02-03 2021-02-18 326.00 adult 0.6428175 94.016499 4.787649
Democrat 2021-02-11 2021-02-14 306.24 adult 0.5837442 92.930743 3.402365
Democrat 2021-02-11 2021-02-15 426.80 registered voter 0.5508006 92.719869 2.950161
Democrat 2021-02-12 2021-02-15 800.00 registered voter 0.6262102 89.815195 4.901370
Democrat 2021-02-12 2021-02-15 332.00 adult 0.3312655 89.088011 3.595882
Democrat 2021-02-13 2021-02-16 517.00 adult 0.5154264 94.088011 4.595882
Democrat 2021-02-18 2021-02-20 999.95 registered voter 0.7375220 92.815195 4.901370
Democrat 2021-02-15 2021-02-23 764.00 adult 1.3527923 92.155480 3.584907
Democrat 2021-02-17 2021-02-20 365.00 adult 0.5618853 96.667856 2.629744
Democrat 2021-02-19 2021-02-22 520.00 adult 0.5230933 90.088011 6.595882
Democrat 2021-02-23 2021-02-24 999.95 registered voter 1.3728562 91.890285 7.737308
Democrat 2021-02-23 2021-02-25 658.00 registered voter 1.0879204 94.668965 5.275919
Democrat 2021-02-25 2021-03-01 630.96 adult 0.9948216 96.448348 2.621988
Democrat 2021-02-25 2021-03-01 412.87 registered voter 0.4838371 92.719869 4.950161
Democrat 2021-02-26 2021-03-01 798.00 registered voter 0.6263937 88.815195 7.901370
Democrat 2021-02-27 2021-03-02 531.00 adult 0.5205926 88.088011 6.595882
Democrat 2021-03-02 2021-03-02 457.00 adult 0.7393038 91.041036 5.917952
Democrat 2021-03-03 2021-03-08 302.70 adult 0.4898802 94.632431 4.233494
Democrat 2021-03-03 2021-03-08 367.88 adult 0.7413858 89.273200 8.249990
Democrat 2021-03-04 2021-03-08 605.00 adult 0.5828736 90.088011 7.595882
Democrat 2021-03-06 2021-03-09 485.00 adult 0.4679648 85.088011 9.595882
Democrat 2021-03-11 2021-03-12 999.95 adult 1.1464875 96.310504 2.889637
Democrat 2021-03-11 2021-03-15 410.41 registered voter 0.4668487 93.719869 4.950161
Democrat 2021-03-12 2021-03-15 861.00 registered voter 0.6991336 92.815195 3.901369
Democrat 2021-03-13 2021-03-17 536.00 adult 0.5153430 92.088011 5.595882
Democrat 2021-03-17 2021-03-20 364.00 adult 0.5467835 94.667856 2.629744
Democrat 2021-03-20 2021-03-23 495.00 adult 0.4742947 92.088011 3.595882
Democrat 2021-03-22 2021-03-23 380.00 likely voter 0.6989815 82.474056 16.591148
Democrat 2021-03-22 2021-03-25 380.00 registered voter 0.7633416 92.273200 5.249990
Democrat 2021-03-23 2021-03-25 549.00 adult 0.5210839 91.088011 5.595882
Democrat 2021-03-24 2021-03-26 696.00 registered voter 0.7554169 93.890285 5.737308
Democrat 2021-03-25 2021-03-29 560.00 adult 0.8846325 96.448348 1.621988
Democrat 2021-03-25 2021-03-29 410.82 registered voter 0.4576609 90.719869 5.950161
Democrat 2021-03-25 2021-03-29 890.00 adult 0.6457583 88.815195 7.901370
Democrat 2021-03-26 2021-03-29 837.00 registered voter 0.6082942 91.815195 5.901370
Democrat 2021-03-27 2021-03-30 496.00 adult 0.4668332 84.088011 8.595882
Democrat 2021-04-02 2021-04-05 1011.00 registered voter 0.8896170 92.890285 6.737308
Democrat 2021-04-03 2021-04-06 535.00 adult 0.4986015 93.088011 4.595882
Democrat 2021-04-06 2021-04-06 565.00 adult 0.8906398 91.231036 6.877952
Democrat 2021-04-06 2021-04-08 589.00 adult 0.5522631 91.088011 8.595882
Democrat 2021-04-08 2021-04-12 358.73 adult 0.7050298 92.930743 4.402365
Democrat 2021-04-08 2021-04-12 527.52 registered voter 0.5621971 91.719869 5.950161
Democrat 2021-04-09 2021-04-12 861.00 registered voter 0.7499290 90.815195 4.901370
Democrat 2021-04-09 2021-04-13 1393.00 registered voter 1.2103159 93.890285 5.737308
Democrat 2021-04-10 2021-04-13 533.00 adult 0.5106759 92.088011 6.595882
Democrat 2021-04-12 2021-04-16 2070.00 adult 1.6641131 91.310504 5.889637
Democrat 2021-04-17 2021-04-20 363.00 registered voter 0.5511831 95.667856 2.629744
Democrat 2021-04-17 2021-04-20 513.00 adult 0.4912384 89.088011 9.595882
Democrat 2021-04-16 2021-04-23 371.00 registered voter 0.6077594 86.985540 7.099028
Democrat 2021-04-18 2021-04-21 332.31 adult 0.7233832 91.779883 6.059231
Democrat 2021-04-18 2021-04-21 430.86 registered voter 0.8719435 94.144450 3.299011
Democrat 2021-04-21 2021-04-26 321.28 adult 0.5107387 95.632431 3.233494
Democrat 2021-04-22 2021-04-26 415.38 registered voter 0.4601079 93.719869 3.950161
Democrat 2021-04-24 2021-04-26 812.00 registered voter 0.7743327 96.815195 1.901369
Democrat 2021-04-25 2021-04-27 498.00 adult 0.4647276 89.088011 7.595882
Democrat 2021-04-26 2021-04-28 1043.00 registered voter 1.0532729 91.890285 7.737308
Democrat 2021-04-27 2021-04-29 693.00 registered voter 1.1290607 93.668965 6.275919
Democrat 2021-04-27 2021-04-29 597.00 adult 0.5492608 89.088011 6.595882
Democrat 2021-04-29 2021-05-03 847.32 adult 1.2366449 95.448348 2.621988
Democrat 2021-05-01 2021-05-04 569.00 adult 0.5161679 84.088011 10.595882
Democrat 2021-05-03 2021-05-04 347.00 registered voter 0.3856397 91.890285 7.737308
Democrat 2021-05-04 2021-05-10 376.25 registered voter 0.7798930 95.273200 4.249990
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Democrat 2021-06-10 2021-06-14 420.42 registered voter 0.5093827 93.719869 3.950161
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Democrat 2021-06-19 2021-06-22 390.39 registered voter 0.7918523 91.144450 7.299011
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Democrat 2021-07-08 2021-07-09 347.00 registered voter 0.5687911 92.890285 6.737308
Democrat 2021-07-10 2021-07-13 533.00 adult 0.5035699 90.088011 5.595882
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Democrat 2021-09-09 2021-09-13 417.90 registered voter 0.4735915 86.719869 10.950161
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Democrat 2021-10-03 2021-10-05 504.00 adult 0.4820014 88.088011 10.595882
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Democrat 2021-10-31 2021-10-31 574.00 registered voter 0.5561951 87.637299 11.318849
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Democrat 2021-11-01 2021-11-09 320.00 likely voter 0.6286312 83.562775 15.196014
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Democrat 2021-11-14 2021-11-17 411.23 registered voter 0.8187217 84.144450 13.299011
Democrat 2021-11-17 2021-11-19 577.00 adult 0.5514585 86.088011 11.595882
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Democrat 2022-01-08 2022-01-09 771.00 registered voter 0.8251548 79.815195 18.901370
Democrat 2022-01-08 2022-01-09 573.00 registered voter 0.6685702 76.637299 12.318849
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Democrat 2022-01-08 2022-01-11 516.00 adult 0.5854746 85.088011 11.595882
Democrat 2022-01-15 2022-01-18 506.00 adult 0.5413735 79.088011 16.595882
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Democrat 2022-01-19 2022-01-20 672.00 registered voter 1.0786853 72.668965 21.275918
Democrat 2022-01-20 2022-01-24 420.00 registered voter 0.4789677 82.719869 13.950161
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Democrat 2022-01-10 2022-02-06 458.10 adult 0.6424402 80.632431 18.233494
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Democrat 2022-02-03 2022-02-09 183.00 likely voter 0.3829050 88.562775 8.196014
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Democrat 2022-02-17 2022-02-22 761.10 registered voter 0.7135446 80.719869 16.950161
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Democrat 2022-02-19 2022-02-22 400.40 registered voter 0.8025782 82.144450 16.299011
Democrat 2022-02-19 2022-02-23 429.00 registered voter 0.6675677 83.985540 13.099028
Democrat 2022-02-23 2022-02-23 562.00 registered voter 0.5817756 80.637299 10.318849
Democrat 2022-02-23 2022-02-24 750.00 registered voter 1.1691015 74.668965 22.275918
Democrat 2022-02-24 2022-02-27 504.00 adult 0.4971001 83.088011 14.595882
Democrat 2022-02-26 2022-03-01 491.00 adult 0.4801153 81.088011 13.595882
Democrat 2022-03-01 2022-03-02 408.21 adult 0.8018069 88.273200 11.249990
Democrat 2022-03-04 2022-03-06 794.00 registered voter 0.8039762 82.815195 10.901370
Democrat 2022-03-03 2022-03-07 430.00 registered voter 0.4411178 82.719869 14.950161
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Democrat 2022-03-08 2022-03-08 603.00 registered voter 0.6303054 79.637299 11.318849
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Democrat 2022-03-10 2022-03-14 538.00 adult 0.5249381 83.088011 12.595882
Democrat 2022-03-12 2022-03-15 495.00 adult 0.4867480 84.088011 9.595882
Democrat 2022-03-11 2022-03-21 999.95 registered voter 1.0346637 86.120230 12.911553
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Democrat 2022-03-17 2022-03-21 508.54 adult 0.8517534 80.448348 17.621988
Democrat 2022-03-17 2022-03-20 344.00 adult 0.5266874 79.667856 16.629744
Democrat 2022-03-18 2022-03-21 741.00 registered voter 0.8362742 83.815195 12.901370
Democrat 2022-03-18 2022-03-21 414.00 likely voter 0.6276586 84.985540 13.099028
Democrat 2022-03-18 2022-03-21 401.60 registered voter 0.8088046 83.144450 16.299011
Democrat 2022-03-19 2022-03-22 473.00 adult 0.4746480 82.088011 12.595882
Democrat 2022-03-26 2022-03-29 511.00 adult 0.5098886 80.088011 13.595882
Democrat 2022-03-31 2022-04-04 387.72 adult 0.6896708 84.930743 13.402365
Democrat 2022-03-31 2022-04-04 537.00 adult 0.5262148 82.088011 15.595882
Democrat 2022-03-31 2022-04-04 429.14 registered voter 0.4797652 82.719869 14.950161
Democrat 2022-04-03 2022-04-03 589.00 registered voter 0.6957575 82.637299 10.318849
Democrat 2022-04-02 2022-04-05 513.00 adult 0.5024362 84.088011 10.595882
Democrat 2022-04-09 2022-04-12 514.00 adult 0.5089551 89.088011 8.595882
Democrat 2022-04-14 2022-04-18 428.71 registered voter 0.4900370 84.719869 12.950161
Democrat 2022-04-14 2022-04-18 477.40 adult 0.7816496 79.448348 17.621988
Democrat 2022-04-15 2022-04-17 782.00 registered voter 0.8824966 80.815195 9.901369
Democrat 2022-04-16 2022-04-19 523.00 adult 0.5139419 84.088011 13.595882
Democrat 2022-04-18 2022-04-20 340.00 adult 0.5271636 77.667856 12.629744
Democrat 2022-04-18 2022-04-20 999.95 likely voter 1.1814749 83.985540 12.099028
Democrat 2022-04-19 2022-04-22 502.00 adult 0.4871365 82.088011 13.595882
Democrat 2022-04-20 2022-04-21 727.00 registered voter 1.1173355 84.668965 12.275918
Democrat 2022-04-21 2022-04-25 404.04 adult 0.7211193 84.930743 11.402365
Democrat 2022-04-19 2022-04-26 360.22 adult 0.7507083 89.273200 9.249990
Democrat 2022-04-24 2022-04-28 291.16 adult 0.6377645 83.779883 14.059231
Democrat 2022-04-26 2022-04-27 505.00 adult 0.4794864 84.088011 11.595882
Democrat 2022-04-28 2022-05-01 391.17 registered voter 0.8039476 84.144450 13.299011
Democrat 2022-04-28 2022-05-02 419.58 registered voter 0.5091213 86.719869 10.950161
Democrat 2022-04-28 2022-05-01 302.10 adult 0.4891941 86.632431 12.233494
Democrat 2022-05-01 2022-05-01 578.00 registered voter 0.6367249 79.637299 12.318849
Democrat 2022-04-29 2022-05-02 774.00 registered voter 0.8261914 81.815195 14.901370
Democrat 2022-04-30 2022-05-03 513.00 adult 0.4795932 84.088011 13.595882
Democrat 2022-05-03 2022-05-06 523.00 adult 0.4914528 82.088011 15.595882
Democrat 2022-05-08 2022-05-10 531.00 adult 0.4967525 81.088011 13.595882
Democrat 2022-05-12 2022-05-16 527.40 adult 0.8709285 82.448348 15.621988
Democrat 2022-05-12 2022-05-16 396.50 adult 0.7065480 83.930743 13.402365
Democrat 2022-05-13 2022-05-16 748.00 registered voter 0.8180151 82.815195 13.901370
Democrat 2022-05-15 2022-05-17 551.00 adult 0.5179955 83.088011 13.595882
Democrat 2022-05-17 2022-05-17 590.00 registered voter 0.5836323 81.637299 10.318849
Democrat 2022-05-17 2022-05-20 341.00 adult 0.5416374 71.667856 19.629744
Democrat 2022-05-18 2022-05-19 709.00 registered voter 1.0910479 84.668965 12.275918
Democrat 2022-05-19 2022-05-23 419.16 registered voter 0.5716340 79.719869 16.950161
Democrat 2022-05-19 2022-05-22 607.00 adult 0.5765024 78.088011 19.595882
Democrat 2022-05-20 2022-05-23 409.00 likely voter 0.6353273 87.985540 9.099028
Democrat 2022-05-21 2022-05-24 509.00 adult 0.4858207 81.088011 16.595882
Democrat 2022-05-30 2022-05-30 613.00 registered voter 0.5996792 77.637299 12.318849
Democrat 2022-05-28 2022-05-31 489.00 adult 0.4844369 80.088011 13.595882
Democrat 2022-06-04 2022-06-05 687.00 registered voter 0.7777528 79.815195 13.901370
Democrat 2022-06-03 2022-06-06 409.76 adult 0.7177176 87.930743 10.402365
Democrat 2022-06-04 2022-06-07 556.00 adult 0.5610218 80.088011 15.595882
Democrat 2022-06-10 2022-06-13 511.00 adult 0.5120534 83.088011 14.595882
Democrat 2022-06-11 2022-06-14 536.00 adult 0.5391073 79.088011 14.595882
Democrat 2022-06-15 2022-06-15 566.00 registered voter 0.6156773 65.637299 17.318849
Democrat 2022-06-17 2022-06-20 365.76 adult 0.6512936 89.930743 8.402365
Democrat 2022-06-17 2022-06-20 755.00 registered voter 0.8345687 81.815195 14.901370
Democrat 2022-06-17 2022-06-20 413.00 likely voter 0.6456339 84.985540 13.099028
Democrat 2022-06-18 2022-06-21 509.00 adult 0.5503476 84.088011 12.595882
Democrat 2022-06-23 2022-06-27 463.32 adult 0.8155109 84.448348 12.621988
Democrat 2022-06-23 2022-06-27 492.00 registered voter 0.6404234 82.719869 13.950161
Democrat 2022-06-24 2022-06-27 567.00 adult 0.6606006 82.088011 15.595882
Democrat 2022-06-29 2022-06-30 484.00 registered voter 0.8170824 80.668965 14.275918
Democrat 2022-07-09 2022-07-09 569.00 registered voter 0.6997776 73.637299 17.318849
Democrat 2022-07-08 2022-07-10 792.00 registered voter 0.8413873 79.815195 17.901370
Democrat 2022-07-08 2022-07-11 553.00 adult 0.6976273 84.088011 12.595882
Democrat 2022-07-14 2022-07-18 420.84 registered voter 0.5076295 84.719869 13.950161
Democrat 2022-07-14 2022-07-18 441.67 adult 0.8147160 84.930743 9.402365
Democrat 2022-07-15 2022-07-18 426.00 likely voter 0.6728322 84.985540 12.099028
Democrat 2022-07-16 2022-07-19 515.00 adult 0.6482808 76.088011 15.595882
Democrat 2022-07-22 2022-07-24 734.00 registered voter 0.7603511 80.815195 13.901370
Democrat 2022-07-27 2022-07-28 697.00 registered voter 1.0911051 80.668965 16.275918
Democrat 2022-07-28 2022-08-01 422.94 registered voter 0.4856898 82.719869 13.950161
Democrat 2022-07-28 2022-08-01 507.00 adult 0.5944806 84.088011 12.595882
Democrat 2022-08-03 2022-08-05 332.00 adult 0.3753961 78.088011 9.595882
Democrat 2022-08-05 2022-08-07 751.00 registered voter 0.7752718 84.815195 12.901370
Democrat 2022-08-07 2022-08-09 503.00 adult 0.5457654 82.088011 12.595882
Democrat 2022-08-01 2022-08-23 166.00 adult 0.3513952 87.016499 11.787649
Democrat 2022-08-11 2022-08-14 420.00 registered voter 0.4875362 84.719869 11.950161
Democrat 2022-08-13 2022-08-16 538.00 adult 0.5635000 86.088011 13.595882
Democrat 2022-08-17 2022-08-17 605.00 registered voter 0.6265915 75.637299 15.318849
Democrat 2022-08-18 2022-08-22 529.00 adult 0.5476871 80.088011 16.595882
Democrat 2022-08-19 2022-08-21 791.00 registered voter 0.8401280 82.815195 14.901370
Democrat 2022-08-19 2022-08-22 444.00 likely voter 0.6929234 82.985540 14.099028
Democrat 2022-08-20 2022-08-23 536.00 adult 0.5585930 81.088011 13.595882
Democrat 2022-08-25 2022-08-29 999.95 adult 1.5812070 85.930743 11.402365
Democrat 2022-08-28 2022-08-28 603.00 registered voter 0.5991258 81.637299 12.318849
Democrat 2022-08-28 2022-08-30 564.00 adult 0.6287204 84.088011 11.595882
Democrat 2022-08-26 2022-08-31 420.00 registered voter 0.4746682 80.719869 14.950161
Democrat 2022-09-02 2022-09-06 571.00 adult 0.7030115 82.088011 15.595882
Democrat 2022-09-06 2022-09-07 411.00 adult 0.6965063 80.310504 14.889637
Democrat 2022-09-07 2022-09-08 672.00 registered voter 1.0709383 79.668965 14.275918
Democrat 2022-09-08 2022-09-11 420.42 registered voter 0.4647457 84.719869 12.950161
Democrat 2022-09-09 2022-09-11 793.00 registered voter 0.8445347 84.815195 12.901370
Democrat 2022-09-09 2022-09-12 474.30 adult 0.8030187 85.448348 13.621988
Democrat 2022-09-14 2022-09-15 603.00 registered voter 0.6876777 77.637299 14.318849
Democrat 2022-09-16 2022-09-19 436.00 likely voter 0.6842124 83.985540 11.099028
Democrat 2022-09-03 2022-10-05 654.06 adult 0.7893209 85.632431 13.233494
Democrat 2022-09-21 2022-09-25 245.00 adult 0.5277212 89.829437 9.001289
Democrat 2022-09-22 2022-09-26 418.74 registered voter 0.4623939 84.719869 11.950161
Democrat 2022-09-23 2022-09-25 751.00 registered voter 0.7708394 89.815195 14.901370
Democrat 2022-09-23 2022-09-27 510.00 adult 0.7859724 83.088011 15.595882
Democrat 2022-10-06 2022-10-10 420.00 registered voter 0.4687061 84.719869 11.950161
Democrat 2022-10-06 2022-10-10 493.24 adult 0.8289816 83.448348 14.621988
Democrat 2022-10-07 2022-10-09 777.00 registered voter 0.8155426 83.815195 11.901370
Democrat 2022-10-12 2022-10-13 744.00 registered voter 1.1625349 83.668965 14.275918
Democrat 2022-10-13 2022-10-17 583.00 adult 0.8666588 83.088011 14.595882
Democrat 2022-10-20 2022-10-24 420.00 registered voter 0.5321800 84.719869 13.950161
Democrat 2022-10-24 2022-10-26 475.00 likely voter 0.6708728 80.985540 16.099028
Democrat 2022-10-27 2022-10-31 588.00 adult 0.8602905 82.088011 14.595882
Democrat 2022-11-03 2022-11-04 878.00 adult 0.6086618 83.815195 11.901370
Democrat 2022-11-10 2022-11-12 896.00 adult 0.5985379 81.815195 12.901370
Democrat 2022-11-17 2022-11-19 487.00 likely voter 0.7341058 80.985540 14.099028
Democrat 2022-11-17 2022-11-18 885.00 adult 0.6079379 82.815195 11.901370
Democrat 2022-11-18 2022-11-20 792.00 registered voter 0.5517114 81.815195 14.901370
Democrat 2022-11-19 2022-11-22 562.00 adult 0.9581578 76.088011 9.595882
Independent 2021-01-24 2021-01-26 645.00 adult 0.8274592 52.355232 22.281185
Independent 2021-01-28 2021-02-01 376.25 adult 0.6916522 58.679849 28.669409
Independent 2021-01-29 2021-02-01 575.00 registered voter 0.6842855 54.788386 31.828147
Independent 2021-01-31 2021-02-02 448.00 adult 0.5085215 52.355232 33.281185
Independent 2021-02-05 2021-02-07 410.00 adult 0.4362014 46.355232 34.281185
Independent 2021-02-06 2021-02-09 408.00 adult 0.4265098 50.355232 35.281185
Independent 2021-02-03 2021-02-18 415.00 adult 0.7882745 63.309478 32.060327
Independent 2021-02-11 2021-02-14 401.28 adult 0.7321783 60.679849 26.669409
Independent 2021-02-11 2021-02-15 245.41 registered voter 0.3907522 57.823936 26.787194
Independent 2021-02-12 2021-02-15 415.00 adult 0.4294299 50.355232 32.281185
Independent 2021-02-12 2021-02-15 541.00 registered voter 0.4893455 56.788386 30.828147
Independent 2021-02-13 2021-02-16 445.00 adult 0.4621893 57.355232 32.281185
Independent 2021-02-15 2021-02-23 555.00 adult 1.0478949 59.568896 30.538779
Independent 2021-02-17 2021-02-20 348.00 adult 0.5438730 59.828723 25.703100
Independent 2021-02-18 2021-02-20 999.95 registered voter 0.8447140 55.788386 32.828147
Independent 2021-02-19 2021-02-22 431.00 adult 0.4627773 54.355232 35.281185
Independent 2021-02-23 2021-02-25 434.00 registered voter 0.7927312 65.531456 33.643574
Independent 2021-02-23 2021-02-24 999.95 registered voter 1.3940807 58.780201 38.300412
Independent 2021-02-25 2021-03-01 243.78 adult 0.4774595 61.041348 33.866162
Independent 2021-02-25 2021-03-01 221.54 registered voter 0.3320637 54.823936 29.787194
Independent 2021-02-26 2021-03-01 573.00 registered voter 0.5269223 55.788386 29.828147
Independent 2021-02-27 2021-03-02 399.00 adult 0.4278671 56.355232 31.281185
Independent 2021-03-03 2021-03-08 400.34 adult 0.8006059 58.345005 32.158161
Independent 2021-03-03 2021-03-08 454.05 adult 0.6406989 54.288105 36.207781
Independent 2021-03-04 2021-03-08 471.00 adult 0.4990921 49.355232 35.281185
Independent 2021-03-06 2021-03-09 455.00 adult 0.4824764 55.355232 36.281185
Independent 2021-03-11 2021-03-12 999.95 adult 1.2102701 66.073271 34.264332
Independent 2021-03-11 2021-03-15 220.22 registered voter 0.3241334 55.823936 35.787194
Independent 2021-03-12 2021-03-15 514.00 registered voter 0.5190172 61.788386 26.828147
Independent 2021-03-13 2021-03-17 418.00 adult 0.4436602 55.355232 34.281185
Independent 2021-03-17 2021-03-20 349.00 adult 0.5318516 62.828723 30.703100
Independent 2021-03-20 2021-03-23 434.00 adult 0.4588585 58.355232 35.281185
Independent 2021-03-22 2021-03-23 260.00 likely voter 0.5100363 51.318725 43.702415
Independent 2021-03-22 2021-03-25 378.00 registered voter 0.7576967 62.345005 27.158161
Independent 2021-03-23 2021-03-25 452.00 adult 0.4748847 60.355232 28.281185
Independent 2021-03-24 2021-03-26 470.00 registered voter 0.6043274 65.780201 31.300412
Independent 2021-03-25 2021-03-29 160.00 adult 0.3216773 68.041348 27.866162
Independent 2021-03-25 2021-03-29 676.00 adult 0.6175675 55.788386 32.828147
Independent 2021-03-25 2021-03-29 220.44 registered voter 0.3215780 64.823936 22.787194
Independent 2021-03-26 2021-03-29 568.00 registered voter 0.5204665 62.788386 27.828147
Independent 2021-03-27 2021-03-30 436.00 adult 0.4559794 51.355232 35.281185
Independent 2021-04-02 2021-04-05 683.00 registered voter 0.7466595 67.780201 29.300412
Independent 2021-04-03 2021-04-06 419.00 adult 0.4389889 54.355232 35.281185
Independent 2021-04-06 2021-04-08 470.00 adult 0.4963537 61.355232 30.281185
Independent 2021-04-08 2021-04-12 420.58 adult 0.8073020 63.679849 29.669409
Independent 2021-04-08 2021-04-12 263.76 registered voter 0.3785452 62.823936 25.787194
Independent 2021-04-09 2021-04-13 941.00 registered voter 1.0201821 61.780201 35.300412
Independent 2021-04-09 2021-04-12 510.00 registered voter 0.5600113 58.788386 29.828147
Independent 2021-04-10 2021-04-13 425.00 adult 0.4595649 52.355232 37.281185
Independent 2021-04-12 2021-04-16 468.00 adult 0.7278381 60.073271 31.264332
Independent 2021-04-17 2021-04-20 347.00 registered voter 0.5346223 60.828723 31.703100
Independent 2021-04-17 2021-04-20 419.00 adult 0.4575635 53.355232 38.281185
Independent 2021-04-18 2021-04-21 352.45 adult 0.7649012 62.639558 31.285600
Independent 2021-04-18 2021-04-21 170.34 registered voter 0.3708129 50.488234 34.653891
Independent 2021-04-16 2021-04-23 233.00 registered voter 0.4302611 57.281354 32.018077
Independent 2021-04-21 2021-04-26 431.72 adult 0.6209238 63.288105 30.207781
Independent 2021-04-22 2021-04-26 207.69 registered voter 0.3066748 51.823936 38.787194
Independent 2021-04-24 2021-04-26 590.00 registered voter 0.6861457 62.788386 27.828147
Independent 2021-04-25 2021-04-27 399.00 adult 0.4323057 58.355232 36.281185
Independent 2021-04-26 2021-04-28 705.00 registered voter 0.8629123 65.780201 31.300412
Independent 2021-04-27 2021-04-29 447.00 registered voter 0.8115429 70.531456 28.643574
Independent 2021-04-27 2021-04-29 416.00 adult 0.4471379 64.355232 31.281185
Independent 2021-04-29 2021-05-03 313.14 adult 0.5933662 59.041348 32.866162
Independent 2021-05-01 2021-05-04 388.00 adult 0.4142979 50.355232 40.281185
Independent 2021-05-03 2021-05-04 235.00 registered voter 0.3110846 67.780201 29.300412
Independent 2021-05-04 2021-05-10 387.00 registered voter 0.8000297 64.345005 30.158161
Independent 2021-05-07 2021-05-09 537.00 registered voter 0.6964857 56.788386 33.828147
Independent 2021-05-06 2021-05-10 210.00 registered voter 0.3140143 58.823936 27.787194
Independent 2021-05-08 2021-05-11 400.00 adult 0.4225253 55.355232 37.281185
Independent 2021-05-11 2021-05-13 433.00 adult 0.4555288 57.355232 34.281185
Independent 2021-05-14 2021-05-17 234.00 registered voter 0.4306507 62.281354 30.018077
Independent 2021-05-15 2021-05-18 390.00 adult 0.4085415 58.355232 34.281185
Independent 2021-05-17 2021-05-19 472.00 registered voter 0.6999836 66.780201 30.300412
Independent 2021-05-17 2021-05-20 347.00 registered voter 0.5346581 57.828723 33.703100
Independent 2021-05-18 2021-05-24 460.60 adult 0.8716163 64.679849 27.669409
Independent 2021-05-20 2021-05-24 252.84 registered voter 0.3815304 61.823936 25.787194
Independent 2021-05-22 2021-05-25 180.54 registered voter 0.3885337 62.488234 34.653891
Independent 2021-05-22 2021-05-25 389.00 adult 0.4002646 56.355232 36.281185
Independent 2021-05-24 2021-05-26 449.00 adult 0.4610766 58.355232 34.281185
Independent 2021-05-25 2021-05-26 234.00 likely voter 0.4657394 57.318725 37.702415
Independent 2021-05-29 2021-06-01 412.00 adult 0.4236265 56.355232 38.281185
Independent 2021-10-19 2021-01-21 503.00 adult 0.5145296 45.355232 49.281185
Independent 2021-06-06 2021-06-08 423.00 adult 0.4346977 52.355232 38.281185
Independent 2021-06-07 2021-06-09 471.00 registered voter 0.7775284 62.780201 34.300412
Independent 2021-06-10 2021-06-14 213.75 adult 0.4256806 57.041348 37.866162
Independent 2021-06-11 2021-06-13 525.00 registered voter 0.7413504 58.788386 31.828147
Independent 2021-06-10 2021-06-14 210.21 registered voter 0.3278162 54.823936 31.787194
Independent 2021-06-13 2021-06-15 451.00 adult 0.4756229 48.355232 44.281185
Independent 2021-06-11 2021-06-17 474.00 adult 0.7724246 59.073271 27.264332
Independent 2021-06-17 2021-06-20 348.00 adult 0.5357281 60.828723 32.703100
Independent 2021-06-18 2021-06-22 55.00 registered voter 0.1163849 56.281354 22.018077
Independent 2021-06-20 2021-06-22 388.00 adult 0.4119530 55.355232 34.281185
Independent 2021-06-19 2021-06-22 210.21 registered voter 0.4511110 62.488234 32.653891
Independent 2021-06-22 2021-06-24 442.00 adult 0.4717704 63.355232 31.281185
Independent 2021-06-22 2021-06-29 343.90 adult 0.7196514 61.345005 32.158161
Independent 2021-06-24 2021-06-28 241.00 registered voter 0.3732044 58.823936 32.787194
Independent 2021-06-25 2021-06-28 458.00 registered voter 0.6243021 61.788386 29.828147
Independent 2021-06-26 2021-06-29 412.00 adult 0.4470208 52.355232 38.281185
Independent 2021-06-27 2021-06-30 335.59 adult 0.7301620 55.639558 36.285600
Independent 2021-07-03 2021-07-06 440.00 adult 0.4751440 55.355232 33.281185
Independent 2021-07-08 2021-07-09 234.00 registered voter 0.4217724 68.780201 28.300412
Independent 2021-07-10 2021-07-13 419.00 adult 0.4421357 51.355232 42.281185
Independent 2021-07-13 2021-07-15 503.00 adult 0.5292928 61.355232 29.281185
Independent 2021-07-13 2021-07-14 260.00 likely voter 0.5100363 54.318725 41.702415
Independent 2021-07-15 2021-07-19 200.00 registered voter 0.3129975 58.823936 30.787194
Independent 2021-07-16 2021-07-18 557.00 registered voter 0.6868070 53.788386 39.828147
Independent 2021-07-15 2021-07-19 209.28 adult 0.4100355 72.041348 25.866162
Independent 2021-07-17 2021-07-20 445.00 adult 0.4686007 52.355232 37.281185
Independent 2021-07-17 2021-07-20 349.00 adult 0.5368183 56.828723 37.703100
Independent 2021-07-19 2021-07-23 231.00 registered voter 0.4288426 56.281354 40.018077
Independent 2021-07-20 2021-07-21 237.00 registered voter 0.4119112 67.780201 29.300412
Independent 2021-07-24 2021-07-27 443.00 adult 0.4648780 48.355232 38.281185
Independent 2021-07-27 2021-08-02 464.40 adult 0.8804151 53.679849 38.669409
Independent 2021-07-29 2021-08-02 210.00 registered voter 0.3184695 50.823936 42.787194
Independent 2021-07-30 2021-08-02 455.00 adult 0.4727731 55.355232 39.281185
Independent 2021-07-31 2021-08-02 707.00 adult 0.7690508 48.788386 39.828147
Independent 2021-07-31 2021-08-03 442.00 adult 0.4571863 52.355232 38.281185
Independent 2021-08-04 2021-08-05 276.00 registered voter 0.4525630 57.780201 39.300412
Independent 2021-08-07 2021-08-10 420.00 adult 0.4318992 46.355232 48.281185
Independent 2021-08-07 2021-08-10 160.32 registered voter 0.3503258 53.488234 40.653891
Independent 2021-08-02 2021-08-17 197.00 adult 0.4111590 45.309478 50.060327
Independent 2021-08-12 2021-08-16 276.64 adult 0.5286023 44.041348 49.866162
Independent 2021-08-12 2021-08-16 220.22 registered voter 0.3270781 47.823936 41.787194
Independent 2021-08-13 2021-08-16 499.00 registered voter 0.4976787 48.788386 44.828147
Independent 2021-08-12 2021-08-18 320.00 likely voter 0.6286312 48.602338 41.709036
Independent 2021-08-13 2021-08-18 175.00 registered voter 0.3335836 40.281354 51.018077
Independent 2021-08-13 2021-08-19 527.00 adult 0.8068353 52.073271 39.264332
Independent 2021-08-14 2021-08-17 443.00 adult 0.4479234 47.355232 44.281185
Independent 2021-08-16 2021-08-18 494.00 adult 0.4986131 53.355232 40.281185
Independent 2021-08-17 2021-08-20 349.00 registered voter 0.5393969 54.828723 37.703100
Independent 2021-08-19 2021-08-23 354.00 registered voter 0.6963006 45.257796 49.029728
Independent 2021-08-03 2021-09-07 762.84 adult 0.8534052 51.288105 46.207781
Independent 2021-08-20 2021-08-22 711.00 registered voter 1.0308480 60.780201 36.300412
Independent 2021-08-19 2021-08-22 696.00 adult 0.6726998 46.788386 41.828147
Independent 2021-08-21 2021-08-24 446.00 adult 0.4432072 43.355232 49.281185
Independent 2021-08-26 2021-08-30 232.00 registered voter 0.3409440 43.823936 49.787194
Independent 2021-08-26 2021-08-31 389.30 registered voter 0.8054201 51.345005 40.158161
Independent 2021-08-28 2021-08-30 499.00 registered voter 0.5307026 45.788386 47.828147
Independent 2021-08-27 2021-08-30 107.00 adult 0.1875785 46.073271 44.264332
Independent 2021-08-28 2021-08-31 446.00 adult 0.4374659 44.355232 44.281185
Independent 2021-08-30 2021-09-01 504.00 adult 0.4955497 53.355232 39.281185
Independent 2021-08-29 2021-09-01 372.22 adult 0.8054127 48.639558 43.285600
Independent 2021-09-04 2021-09-05 294.00 adult 0.4439347 40.468983 38.909846
Independent 2021-09-04 2021-09-07 465.00 adult 0.4509157 43.355232 48.281185
Independent 2021-09-08 2021-09-09 504.00 registered voter 0.8011654 52.780201 44.300412
Independent 2021-09-09 2021-09-13 208.95 registered voter 0.3095317 44.823936 45.787194
Independent 2021-09-07 2021-09-16 579.00 adult 1.1894127 53.386401 45.080409
Independent 2021-09-10 2021-09-13 435.60 adult 0.7942180 43.679849 52.669409
Independent 2021-09-12 2021-09-14 430.00 adult 0.4057346 44.355232 49.281185
Independent 2021-09-12 2021-09-15 160.32 registered voter 0.3487164 48.488234 47.653891
Independent 2021-09-14 2021-09-20 956.00 adult 0.8922499 47.355232 47.281185
Independent 2021-09-18 2021-09-20 572.00 registered voter 0.6935292 45.788386 46.828147
Independent 2021-09-17 2021-09-20 348.00 adult 0.5356996 61.828723 34.703100
Independent 2021-09-19 2021-09-20 263.00 adult 0.3654853 42.468983 33.909846
Independent 2021-09-17 2021-09-23 192.00 registered voter 0.3621334 50.281354 47.018077
Independent 2021-09-18 2021-09-21 450.00 adult 0.4231073 46.355232 45.281185
Independent 2021-09-16 2021-09-29 728.00 adult 1.1931880 55.900780 42.399558
Independent 2021-09-23 2021-09-27 208.81 adult 0.4209304 50.041348 45.866162
Independent 2021-09-23 2021-09-27 219.00 registered voter 0.3219493 42.823936 52.787194
Independent 2021-09-26 2021-09-28 475.00 adult 0.4636343 41.355232 51.281185
Independent 2021-10-02 2021-10-04 559.00 registered voter 0.6687733 45.788386 46.828147
Independent 2021-10-01 2021-10-04 490.62 adult 0.8789039 41.679849 55.669409
Independent 2021-10-01 2021-10-04 493.00 adult 0.5000623 48.355232 47.281185
Independent 2021-10-03 2021-10-05 444.00 adult 0.4515467 46.355232 48.281185
Independent 2021-10-05 2021-10-05 328.00 registered voter 0.4176516 43.468983 37.909846
Independent 2021-10-07 2021-10-11 255.00 registered voter 0.3703591 40.823936 51.787194
Independent 2021-10-09 2021-10-12 460.00 adult 0.4898781 42.355232 51.281185
Independent 2021-10-11 2021-10-13 372.00 registered voter 0.6355312 34.916413 44.737899
Independent 2021-10-13 2021-10-17 232.00 adult 0.5185608 38.315180 47.141193
Independent 2021-10-17 2021-10-17 316.00 registered voter 0.3955366 42.468983 37.909846
Independent 2021-10-15 2021-10-19 249.00 registered voter 0.4503925 47.281354 47.018077
Independent 2021-10-16 2021-10-18 528.00 registered voter 0.6338442 43.788386 47.828147
Independent 2021-10-16 2021-10-19 200.60 registered voter 0.4304083 41.488234 54.653891
Independent 2021-10-16 2021-10-19 486.00 adult 0.5428169 43.355232 50.281185
Independent 2021-10-17 2021-10-20 348.00 adult 0.5356996 47.828723 46.703100
Independent 2021-10-17 2021-10-21 91.00 registered voter 0.1979338 41.193643 52.557776
Independent 2021-10-20 2021-10-23 682.00 registered voter 1.1112055 32.780201 46.300412
Independent 2021-10-22 2021-10-25 220.22 registered voter 0.3242157 41.823936 53.787194
Independent 2021-10-24 2021-10-26 424.00 adult 0.4676558 45.355232 48.281185
Independent 2021-10-27 2021-10-28 380.00 registered voter 0.7120785 42.531456 50.643574
Independent 2021-10-30 2021-11-01 560.00 registered voter 0.6762678 46.788386 44.828147
Independent 2021-10-31 2021-10-31 331.00 registered voter 0.4217797 44.468983 41.909846
Independent 2021-10-30 2021-11-02 440.00 adult 0.4685589 42.355232 53.281185
Independent 2021-11-03 2021-11-05 339.00 registered voter 0.6708242 42.257796 49.029728
Independent 2021-11-01 2021-11-09 176.00 likely voter 0.3694876 47.602338 48.709036
Independent 2021-11-04 2021-11-08 528.00 adult 0.5412171 48.355232 45.281185
Independent 2021-11-04 2021-11-08 210.63 registered voter 0.3135505 43.823936 43.787194
Independent 2021-11-06 2021-11-09 431.00 adult 0.4376770 43.355232 48.281185
Independent 2021-11-07 2021-11-10 370.37 adult 0.8016320 43.639558 52.285600
Independent 2021-11-01 2021-11-16 329.00 adult 0.6479009 48.309478 46.060327
Independent 2021-11-11 2021-11-15 496.08 adult 0.9258815 38.679849 52.669409
Independent 2021-11-13 2021-11-15 531.00 registered voter 0.6724533 46.788386 46.828147
Independent 2021-11-15 2021-11-15 367.00 registered voter 0.4766350 38.468983 46.909846
Independent 2021-11-12 2021-11-18 188.00 registered voter 0.3522296 46.281354 47.018077
Independent 2021-11-14 2021-11-16 441.00 adult 0.4444747 43.355232 52.281185
Independent 2021-11-14 2021-11-17 180.54 registered voter 0.3867188 41.488234 53.653891
Independent 2021-11-17 2021-11-19 521.00 adult 0.5281346 48.355232 46.281185
Independent 2021-11-17 2021-11-20 349.00 adult 0.5367677 40.828723 52.703100
Independent 2021-11-18 2021-11-22 200.00 registered voter 0.3089609 37.823936 52.787194
Independent 2021-11-20 2021-11-23 464.00 adult 0.4814243 43.355232 53.281185
Independent 2021-11-27 2021-11-30 481.00 adult 0.5104550 40.355232 40.281185
Independent 2021-11-30 2021-12-06 382.32 adult 0.7923604 43.345005 49.158161
Independent 2021-12-04 2021-12-06 528.00 registered voter 0.6861114 39.788386 52.828147
Independent 2021-12-05 2021-12-05 336.00 registered voter 0.4408101 33.468983 50.909846
Independent 2021-12-03 2021-12-06 228.00 registered voter 0.3706660 39.823936 51.787194
Independent 2021-12-04 2021-12-07 483.00 adult 0.5189164 41.355232 52.281185
Independent 2021-12-08 2021-12-10 372.00 registered voter 0.6355312 32.916413 54.737899
Independent 2021-12-08 2021-12-12 452.16 adult 0.6367419 48.288105 49.207781
Independent 2021-12-09 2021-12-13 510.00 adult 0.5488206 44.355232 48.281185
Independent 2021-12-09 2021-12-13 188.00 registered voter 0.3590655 39.281354 56.018077
Independent 2021-12-12 2021-12-14 455.00 adult 0.4967723 43.355232 51.281185
Independent 2021-12-11 2021-12-14 210.42 registered voter 0.4494699 43.488234 47.653891
Independent 2021-12-13 2021-12-17 517.00 adult 0.8209795 42.073271 50.264332
Independent 2021-12-17 2021-12-17 210.00 likely voter 0.4071915 43.307282 52.558253
Independent 2021-12-18 2021-12-18 344.00 registered voter 0.4594907 44.468983 41.909846
Independent 2021-12-18 2021-12-20 531.00 registered voter 0.6909730 38.788386 52.828147
Independent 2021-12-17 2021-12-20 350.00 adult 0.5378560 45.828723 48.703100
Independent 2021-12-19 2021-12-21 476.00 adult 0.5667448 41.355232 53.281185
Independent 2021-12-27 2021-12-30 359.00 registered voter 0.7047249 39.257796 52.029728
Independent 2022-01-02 2022-01-04 467.00 adult 0.5825159 39.355232 53.281185
Independent 2022-01-06 2022-01-10 200.00 registered voter 0.3291247 40.823936 52.787194
Independent 2022-01-08 2022-01-09 336.00 registered voter 0.4883399 35.468983 46.909846
Independent 2022-01-07 2022-01-10 485.81 adult 0.9030466 36.679849 54.669409
Independent 2022-01-08 2022-01-09 510.00 registered voter 0.6560738 37.788386 55.828147
Independent 2022-01-08 2022-01-11 438.00 adult 0.5169378 41.355232 54.281185
Independent 2022-01-15 2022-01-18 458.00 adult 0.5111166 35.355232 59.281185
Independent 2022-01-16 2022-01-19 200.20 registered voter 0.4305319 36.488234 61.653891
Independent 2022-01-17 2022-01-20 350.00 adult 0.5403721 32.828723 61.703100
Independent 2022-01-19 2022-01-20 427.00 registered voter 0.7692830 41.531456 49.643574
Independent 2022-01-21 2022-01-23 232.00 registered voter 0.4327330 37.281354 57.018077
Independent 2022-01-20 2022-01-24 511.00 adult 0.5525802 40.355232 58.281185
Independent 2022-01-20 2022-01-24 200.00 registered voter 0.3085179 47.823936 47.787194
Independent 2022-01-22 2022-01-23 535.00 registered voter 0.6598797 39.788386 53.828147
Independent 2022-01-22 2022-01-25 468.00 adult 0.5048768 35.355232 57.281185
Independent 2022-01-10 2022-02-06 595.53 adult 0.7486347 39.288105 56.207781
Independent 2022-01-29 2022-02-01 458.00 adult 0.5044392 39.855232 52.781185
Independent 2022-01-31 2022-02-07 510.00 adult 0.8132449 35.073271 56.264332
Independent 2022-02-03 2022-02-07 478.00 adult 0.5412051 43.355232 51.281185
Independent 2022-02-03 2022-02-07 200.00 registered voter 0.2950330 37.823936 56.787194
Independent 2022-02-03 2022-02-09 277.00 likely voter 0.5548036 55.602338 36.709036
Independent 2022-02-05 2022-02-06 496.00 registered voter 0.6081181 40.788386 49.828147
Independent 2022-02-06 2022-02-06 334.00 registered voter 0.4732222 40.468983 41.909846
Independent 2022-02-01 2022-02-17 421.00 adult 0.7794890 42.309478 53.060327
Independent 2022-02-10 2022-02-14 462.35 adult 0.8345453 38.679849 55.669409
Independent 2022-02-12 2022-02-15 431.00 adult 0.4883259 38.355232 54.281185
Independent 2022-02-16 2022-02-20 321.00 registered voter 0.6398432 41.257796 52.029728
Independent 2022-02-15 2022-02-21 399.23 adult 0.7758430 38.345005 57.158161
Independent 2022-02-17 2022-02-20 351.00 adult 0.5338517 37.828723 57.703100
Independent 2022-02-19 2022-02-21 513.00 registered voter 0.6214170 38.788386 53.828147
Independent 2022-02-17 2022-02-22 354.00 registered voter 0.4785063 36.823936 54.787194
Independent 2022-02-19 2022-02-22 437.00 adult 0.4773530 39.355232 54.281185
Independent 2022-02-19 2022-02-23 219.00 registered voter 0.4033592 39.281354 52.018077
Independent 2022-02-19 2022-02-22 190.19 registered voter 0.4079451 42.488234 49.653891
Independent 2022-02-23 2022-02-23 346.00 registered voter 0.4607142 37.468983 36.909846
Independent 2022-02-23 2022-02-24 476.00 registered voter 0.8399838 40.531456 50.643574
Independent 2022-02-24 2022-02-27 473.00 adult 0.4982790 43.355232 53.281185
Independent 2022-02-26 2022-03-01 453.00 adult 0.4725785 47.355232 46.281185
Independent 2022-03-01 2022-03-02 470.06 adult 0.9063365 47.345005 51.158161
Independent 2022-03-03 2022-03-07 224.00 registered voter 0.3169323 47.823936 45.787194
Independent 2022-03-04 2022-03-06 528.00 registered voter 0.6524355 40.788386 52.828147
Independent 2022-03-05 2022-03-08 418.00 adult 0.4330573 45.355232 49.281185
Independent 2022-03-08 2022-03-08 312.00 registered voter 0.4305263 41.468983 44.909846
Independent 2022-03-01 2022-03-18 404.00 adult 0.7524579 48.309478 48.060327
Independent 2022-03-10 2022-03-14 509.00 adult 0.5246230 47.355232 49.281185
Independent 2022-03-10 2022-03-14 696.96 adult 1.1298857 46.679849 44.669409
Independent 2022-03-12 2022-03-15 449.00 adult 0.4655893 46.355232 47.281185
Independent 2022-03-11 2022-03-21 999.95 registered voter 1.0346637 43.118228 55.032600
Independent 2022-03-15 2022-03-20 251.00 adult 0.5598984 48.315180 43.141193
Independent 2022-03-17 2022-03-21 162.30 adult 0.3308245 40.041348 51.866162
Independent 2022-03-17 2022-03-20 200.00 registered voter 0.2972874 36.823936 48.787194
Independent 2022-03-17 2022-03-20 350.00 adult 0.5327922 44.828723 49.703100
Independent 2022-03-18 2022-03-21 190.76 registered voter 0.4102195 42.488234 54.653891
Independent 2022-03-18 2022-03-21 535.00 registered voter 0.7088847 48.788386 44.828147
Independent 2022-03-18 2022-03-21 205.00 likely voter 0.3608727 45.281354 48.018077
Independent 2022-03-19 2022-03-22 479.00 adult 0.5042602 47.355232 46.281185
Independent 2022-03-26 2022-03-29 450.00 adult 0.4748933 48.355232 45.281185
Independent 2022-03-31 2022-04-04 199.60 registered voter 0.3035892 34.823936 52.787194
Independent 2022-03-31 2022-04-04 545.68 adult 0.8921742 45.679849 47.669409
Independent 2022-03-31 2022-04-04 483.00 adult 0.5037964 45.355232 51.281185
Independent 2022-04-03 2022-04-03 309.00 registered voter 0.4709586 42.468983 40.909846
Independent 2022-04-02 2022-04-05 442.00 adult 0.4620292 41.355232 50.281185
Independent 2022-04-09 2022-04-12 432.00 adult 0.4585585 42.355232 47.281185
Independent 2022-04-15 2022-04-17 536.00 registered voter 0.7155174 48.788386 43.828147
Independent 2022-04-14 2022-04-18 199.40 registered voter 0.3082097 42.823936 49.787194
Independent 2022-04-14 2022-04-18 217.00 adult 0.4235788 36.041348 60.866162
Independent 2022-04-16 2022-04-19 452.00 adult 0.4771821 43.355232 48.281185
Independent 2022-04-18 2022-04-20 347.00 adult 0.5342856 40.828723 52.703100
Independent 2022-04-18 2022-04-20 999.95 likely voter 1.2048416 48.281354 44.018077
Independent 2022-04-20 2022-04-21 463.00 registered voter 0.8069692 46.531456 44.643574
Independent 2022-04-19 2022-04-22 476.00 adult 0.4974244 45.355232 48.281185
Independent 2022-04-19 2022-04-26 453.18 adult 0.9228592 50.345005 44.158161
Independent 2022-04-21 2022-04-25 590.52 adult 0.9562915 41.679849 51.669409
Independent 2022-04-24 2022-04-28 401.60 adult 0.8651748 49.639558 42.285600
Independent 2022-04-26 2022-04-27 452.00 adult 0.4672755 44.355232 49.281185
Independent 2022-04-28 2022-05-02 199.80 registered voter 0.3196792 41.823936 52.787194
Independent 2022-04-28 2022-05-01 392.73 adult 0.5845048 46.288105 51.207781
Independent 2022-04-28 2022-05-01 190.57 registered voter 0.4135647 46.488234 45.653891
Independent 2022-05-01 2022-05-01 318.00 registered voter 0.4541362 34.468983 45.909846
Independent 2022-04-29 2022-05-02 514.00 registered voter 0.6531830 39.788386 51.828147
Independent 2022-04-30 2022-05-03 402.00 adult 0.4140716 46.355232 46.281185
Independent 2022-05-03 2022-05-06 464.00 adult 0.4824746 45.355232 48.281185
Independent 2022-05-08 2022-05-10 430.00 adult 0.4500466 40.355232 51.281185
Independent 2022-05-12 2022-05-16 634.40 adult 1.0093454 47.679849 46.669409
Independent 2022-05-12 2022-05-16 210.96 adult 0.4172602 47.041348 47.866162
Independent 2022-05-13 2022-05-16 564.00 registered voter 0.7091682 43.788386 47.828147
Independent 2022-05-15 2022-05-17 408.00 adult 0.4354836 42.355232 43.281185
Independent 2022-05-17 2022-05-17 324.00 registered voter 0.4250780 38.468983 42.909846
Independent 2022-05-18 2022-05-19 469.00 registered voter 0.8126363 44.531456 47.643574
Independent 2022-05-17 2022-05-20 354.00 adult 0.5561094 34.828723 56.703100
Independent 2022-05-19 2022-05-23 209.58 registered voter 0.3578551 38.823936 53.787194
Independent 2022-05-19 2022-05-22 423.00 adult 0.4580571 46.355232 49.281185
Independent 2022-05-20 2022-05-23 179.00 likely voter 0.3283348 49.281354 42.018077
Independent 2022-05-21 2022-05-24 410.00 adult 0.4456286 41.355232 48.281185
Independent 2022-05-30 2022-05-30 343.00 registered voter 0.4414363 34.468983 46.909846
Independent 2022-05-28 2022-05-31 425.00 adult 0.4758844 45.355232 46.281185
Independent 2022-06-04 2022-06-05 607.00 registered voter 0.7579823 48.788386 39.828147
Independent 2022-06-03 2022-06-06 598.88 adult 0.9378134 43.679849 48.669409
Independent 2022-06-04 2022-06-07 395.00 adult 0.4505118 40.355232 48.281185
Independent 2022-06-10 2022-06-13 416.00 adult 0.4700183 44.355232 53.281185
Independent 2022-06-11 2022-06-14 420.00 adult 0.4758222 46.355232 46.281185
Independent 2022-06-15 2022-06-15 369.00 registered voter 0.4962405 37.468983 35.909846
Independent 2022-06-17 2022-06-20 594.36 adult 0.9465178 43.679849 46.669409
Independent 2022-06-17 2022-06-20 197.00 likely voter 0.3693954 56.281354 33.018077
Independent 2022-06-17 2022-06-20 535.00 registered voter 0.6810702 41.788386 44.828147
Independent 2022-06-18 2022-06-21 417.00 adult 0.4991869 38.355232 49.281185
Independent 2022-06-23 2022-06-27 210.60 adult 0.4245585 38.041348 57.866162
Independent 2022-06-23 2022-06-27 264.00 registered voter 0.4305688 36.823936 55.787194
Independent 2022-06-24 2022-06-27 468.00 adult 0.5928134 47.355232 45.281185
Independent 2022-06-29 2022-06-30 310.00 registered voter 0.5774599 44.531456 46.643574
Independent 2022-07-08 2022-07-10 506.00 registered voter 0.6403941 43.788386 49.828147
Independent 2022-07-09 2022-07-09 365.00 registered voter 0.5389999 35.468983 45.909846
Independent 2022-07-08 2022-07-11 466.00 adult 0.6107908 46.355232 46.281185
Independent 2022-07-14 2022-07-18 563.51 adult 0.9814074 45.679849 44.669409
Independent 2022-07-14 2022-07-18 210.42 registered voter 0.3282728 46.823936 41.787194
Independent 2022-07-15 2022-07-18 204.00 likely voter 0.3845750 47.281354 43.018077
Independent 2022-07-16 2022-07-19 561.00 adult 0.7145040 39.355232 41.281185
Independent 2022-07-22 2022-07-24 583.00 registered voter 0.7006931 42.788386 49.828147
Independent 2022-07-27 2022-07-28 448.00 registered voter 0.7906658 38.531456 51.643574
Independent 2022-07-28 2022-08-01 211.47 registered voter 0.3180793 47.823936 48.787194
Independent 2022-07-28 2022-08-01 461.00 adult 0.5382364 46.355232 46.281185
Independent 2022-08-03 2022-08-05 397.00 adult 0.4432575 33.355232 41.281185
Independent 2022-08-05 2022-08-07 558.00 registered voter 0.6759525 42.788386 47.828147
Independent 2022-08-07 2022-08-09 539.00 adult 0.5785933 38.355232 50.281185
Independent 2022-08-01 2022-08-23 250.00 adult 0.5095376 55.309478 42.060327
Independent 2022-08-11 2022-08-14 238.00 registered voter 0.3542424 39.823936 54.787194
Independent 2022-08-13 2022-08-16 576.00 adult 0.6014901 39.355232 45.281185
Independent 2022-08-17 2022-08-17 287.00 registered voter 0.4036985 33.468983 45.909846
Independent 2022-08-18 2022-08-22 437.00 adult 0.4562431 44.355232 47.281185
Independent 2022-08-19 2022-08-21 506.00 registered voter 0.6468510 43.788386 49.828147
Independent 2022-08-19 2022-08-22 187.00 likely voter 0.3560430 49.281354 44.018077
Independent 2022-08-20 2022-08-23 575.00 adult 0.6053388 40.355232 42.281185
Independent 2022-08-25 2022-08-29 999.95 adult 1.5795296 48.679849 43.669409
Independent 2022-08-28 2022-08-28 350.00 registered voter 0.4687896 37.468983 47.909846
Independent 2022-08-28 2022-08-30 572.00 adult 0.6514672 39.355232 47.281185
Independent 2022-08-26 2022-08-31 220.00 registered voter 0.3239063 41.823936 55.787194
Independent 2022-09-02 2022-09-06 452.00 adult 0.5768390 46.355232 44.281185
Independent 2022-09-06 2022-09-07 120.00 adult 0.2493537 55.073271 31.264332
Independent 2022-09-07 2022-09-08 428.00 registered voter 0.7661939 45.531456 44.643574
Independent 2022-09-09 2022-09-11 532.00 registered voter 0.6823244 43.788386 46.828147
Independent 2022-09-08 2022-09-11 220.22 registered voter 0.3205164 49.823936 44.787194
Independent 2022-09-09 2022-09-12 200.26 adult 0.3994138 46.041348 49.866162
Independent 2022-09-14 2022-09-15 311.00 registered voter 0.4636723 36.468983 41.909846
Independent 2022-09-16 2022-09-19 210.00 likely voter 0.3970511 41.281354 52.018077
Independent 2022-09-03 2022-10-05 693.70 adult 0.8138096 53.288105 44.207781
Independent 2022-09-21 2022-09-25 318.00 adult 0.6729113 45.207901 50.118561
Independent 2022-09-22 2022-09-26 219.34 registered voter 0.3207693 45.823936 48.787194
Independent 2022-09-23 2022-09-25 515.00 registered voter 0.6376528 44.788386 47.828147
Independent 2022-09-23 2022-09-27 409.00 adult 0.6694194 46.355232 44.281185
Independent 2022-10-07 2022-10-09 543.00 registered voter 0.6775869 39.788386 50.828147
Independent 2022-10-06 2022-10-10 201.78 adult 0.4021680 48.041348 48.866162
Independent 2022-10-06 2022-10-10 210.00 registered voter 0.3127962 42.823936 50.787194
Independent 2022-10-12 2022-10-13 488.00 registered voter 0.8564852 46.531456 45.643574
Independent 2022-10-13 2022-10-17 414.00 adult 0.6705923 45.355232 49.281185
Independent 2022-10-20 2022-10-24 210.00 registered voter 0.3415400 39.823936 44.787194
Independent 2022-10-24 2022-10-26 84.00 likely voter 0.1716152 40.281354 41.018077
Independent 2022-10-27 2022-10-31 465.00 adult 0.7322390 45.355232 42.281185
Independent 2022-11-03 2022-11-04 655.00 adult 0.5681016 36.788386 47.828147
Independent 2022-11-10 2022-11-12 631.00 adult 0.5313312 40.788386 44.828147
Independent 2022-11-17 2022-11-19 97.00 likely voter 0.2017358 31.281354 45.018077
Independent 2022-11-17 2022-11-18 651.00 adult 0.5637590 36.788386 49.828147
Independent 2022-11-18 2022-11-20 509.00 registered voter 0.4466749 45.788386 42.828147
Independent 2022-11-19 2022-11-22 525.00 adult 0.9190608 29.355232 38.281185
Republican 2021-01-24 2021-01-26 369.00 adult 0.5407848 27.019842 53.022893
Republican 2021-01-28 2021-02-01 247.25 adult 0.4891948 35.307866 53.951355
Republican 2021-01-29 2021-02-01 603.00 registered voter 0.6957836 33.287998 58.139354
Republican 2021-01-31 2021-02-02 410.00 adult 0.5325812 26.019842 61.022893
Republican 2021-02-02 2021-02-02 411.00 adult 0.7066028 26.746499 64.152053
Republican 2021-02-05 2021-02-07 243.00 adult 0.2973564 26.019842 64.022893
Republican 2021-02-06 2021-02-09 355.00 adult 0.4254891 21.019842 64.022893
Republican 2021-02-03 2021-02-18 264.00 adult 0.5347586 34.283670 59.568145
Republican 2021-02-11 2021-02-14 242.88 adult 0.4809955 19.307866 68.951355
Republican 2021-02-11 2021-02-15 394.79 registered voter 0.5283178 29.815353 63.586339
Republican 2021-02-12 2021-02-15 246.00 adult 0.2888652 21.019842 66.022893
Republican 2021-02-12 2021-02-15 647.00 registered voter 0.5586208 30.287998 63.139354
Republican 2021-02-13 2021-02-16 374.00 adult 0.4387084 20.019842 66.022893
Republican 2021-02-15 2021-02-23 328.00 adult 0.6673670 23.302673 68.078852
Republican 2021-02-17 2021-02-20 277.00 adult 0.4629371 23.037137 64.173144
Republican 2021-02-18 2021-02-20 999.95 registered voter 0.8105133 23.287998 71.139354
Republican 2021-02-19 2021-02-22 380.00 adult 0.4471473 24.019842 68.022893
Republican 2021-02-23 2021-02-24 999.95 registered voter 1.3745864 28.754282 69.185135
Republican 2021-02-23 2021-02-25 640.00 registered voter 1.0662841 40.672117 58.458172
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Republican 2022-03-08 2022-03-08 487.00 registered voter 0.5564147 23.312876 73.364444
Republican 2022-03-01 2022-03-18 282.00 adult 0.5576585 19.283670 78.568145
Republican 2022-03-10 2022-03-14 484.00 adult 0.8623208 13.307866 80.951355
Republican 2022-03-10 2022-03-14 378.00 adult 0.4225220 24.019842 72.022893
Republican 2022-03-12 2022-03-15 402.00 adult 0.4511269 15.019842 79.022893
Republican 2022-03-11 2022-03-21 999.95 registered voter 1.0346637 14.472584 84.454665
Republican 2022-03-15 2022-03-20 380.00 adult 0.8362127 18.205964 76.925214
Republican 2022-03-17 2022-03-21 411.16 adult 0.7257047 18.485775 78.488675
Republican 2022-03-17 2022-03-20 370.00 registered voter 0.4326665 16.815353 79.586339
Republican 2022-03-17 2022-03-20 300.00 adult 0.4792163 15.037137 80.173144
Republican 2022-03-18 2022-03-21 392.00 likely voter 0.6035613 21.009762 76.177438
Republican 2022-03-18 2022-03-21 729.00 registered voter 0.8479736 16.287998 80.139354
Republican 2022-03-18 2022-03-21 401.60 registered voter 0.8081802 21.429304 75.631631
Republican 2022-03-19 2022-03-22 403.00 adult 0.4580079 20.019842 77.022893
Republican 2022-03-26 2022-03-29 397.00 adult 0.4495512 18.019842 78.022893
Republican 2022-03-31 2022-04-04 359.00 adult 0.6481373 17.307866 78.951355
Republican 2022-03-31 2022-04-04 399.00 adult 0.4456782 26.019842 70.022893
Republican 2022-03-31 2022-04-04 369.26 registered voter 0.4427866 20.815353 75.586339
Republican 2022-04-03 2022-04-03 529.00 registered voter 0.6606146 18.312876 73.364444
Republican 2022-04-02 2022-04-05 394.00 adult 0.4399513 19.019842 76.022893
Republican 2022-04-09 2022-04-12 421.00 adult 0.4737054 23.019842 73.022893
Republican 2022-04-14 2022-04-18 390.60 adult 0.6742359 17.485775 79.488675
Republican 2022-04-15 2022-04-17 687.00 registered voter 0.8162628 16.287998 79.139354
Republican 2022-04-14 2022-04-18 368.89 registered voter 0.4513531 18.815353 77.586339
Republican 2022-04-16 2022-04-19 376.00 adult 0.4202172 19.019842 76.022893
Republican 2022-04-18 2022-04-20 999.95 likely voter 1.1832870 20.009762 75.177438
Republican 2022-04-18 2022-04-20 306.00 adult 0.4908586 14.037137 81.173144
Republican 2022-04-20 2022-04-21 708.00 registered voter 1.0956407 21.672117 75.458172
Republican 2022-04-19 2022-04-22 406.00 adult 0.4483462 30.019842 69.022893
Republican 2022-04-21 2022-04-25 388.50 adult 0.6991818 18.307866 79.951355
Republican 2022-04-19 2022-04-26 325.36 adult 0.6840577 17.315995 81.047774
Republican 2022-04-24 2022-04-28 251.00 adult 0.5531683 17.615856 76.761026
Republican 2022-04-26 2022-04-27 408.00 adult 0.4423529 20.019842 76.022893
Republican 2022-04-28 2022-05-01 312.17 adult 0.5006047 20.296593 78.478772
Republican 2022-04-28 2022-05-02 369.63 registered voter 0.4763957 17.815353 78.586339
Republican 2022-04-28 2022-05-01 431.29 registered voter 0.8774489 18.429304 77.631631
Republican 2022-04-29 2022-05-02 713.00 registered voter 0.7950321 18.287998 80.139354
Republican 2022-05-01 2022-05-01 517.00 registered voter 0.6082088 22.312876 67.364444
Republican 2022-04-30 2022-05-03 437.00 adult 0.4680270 19.019842 76.022893
Republican 2022-05-03 2022-05-06 376.00 adult 0.4059187 25.019842 73.022893
Republican 2022-05-08 2022-05-10 406.00 adult 0.4387324 18.019842 77.022893
Republican 2022-05-12 2022-05-16 433.64 adult 0.7534833 14.485775 82.488675
Republican 2022-05-12 2022-05-16 396.50 adult 0.7074665 18.307866 75.951355
Republican 2022-05-13 2022-05-16 693.00 registered voter 0.7834908 17.287998 77.139354
Republican 2022-05-15 2022-05-17 407.00 adult 0.4442529 20.019842 75.022893
Republican 2022-05-17 2022-05-17 492.00 registered voter 0.5383762 22.312876 67.364444
Republican 2022-05-18 2022-05-19 720.00 registered voter 1.1044896 22.672117 72.458172
Republican 2022-05-17 2022-05-20 297.00 adult 0.4906620 16.037137 81.173144
Republican 2022-05-19 2022-05-22 401.00 adult 0.4416174 25.019842 73.022893
Republican 2022-05-19 2022-05-23 359.28 registered voter 0.5179929 18.815353 76.586339
Republican 2022-05-20 2022-05-23 397.00 likely voter 0.6220723 21.009762 74.177438
Republican 2022-05-21 2022-05-24 418.00 adult 0.4613543 20.019842 75.022893
Republican 2022-05-28 2022-05-31 414.00 adult 0.4702086 16.019842 79.022893
Republican 2022-05-30 2022-05-30 463.00 registered voter 0.5106411 16.312876 75.364444
Republican 2022-06-04 2022-06-05 712.00 registered voter 0.8088112 16.287998 80.139354
Republican 2022-06-03 2022-06-06 409.76 adult 0.7166680 19.307866 73.951355
Republican 2022-06-04 2022-06-07 395.00 adult 0.4573490 18.019842 69.022893
Republican 2022-06-10 2022-06-13 425.00 adult 0.4899527 26.019842 72.022893
Republican 2022-06-11 2022-06-14 378.00 adult 0.4376078 16.019842 81.022893
Republican 2022-06-15 2022-06-15 490.00 registered voter 0.5794217 19.312876 74.364444
Republican 2022-06-17 2022-06-20 393.00 likely voter 0.6251306 19.009762 77.177438
Republican 2022-06-17 2022-06-20 381.00 adult 0.6771122 25.307866 69.951355
Republican 2022-06-17 2022-06-20 715.00 registered voter 0.8078786 19.287998 75.139354
Republican 2022-06-18 2022-06-21 407.00 adult 0.5014282 21.019842 74.022893
Republican 2022-06-23 2022-06-27 379.08 adult 0.6965827 19.485775 76.488675
Republican 2022-06-23 2022-06-27 444.00 registered voter 0.6056049 18.815353 77.586339
Republican 2022-06-24 2022-06-27 400.00 adult 0.5264461 21.019842 73.022893
Republican 2022-06-29 2022-06-30 474.00 registered voter 0.8044965 21.672117 73.458172
Republican 2022-07-09 2022-07-09 490.00 registered voter 0.6441553 20.312876 65.364444
Republican 2022-07-08 2022-07-10 708.00 registered voter 0.7870205 16.287998 77.139354
Republican 2022-07-08 2022-07-11 432.00 adult 0.6036317 24.019842 72.022893
Republican 2022-07-14 2022-07-18 360.72 registered voter 0.4629926 18.815353 75.586339
Republican 2022-07-14 2022-07-18 380.75 adult 0.7173272 19.307866 76.951355
Republican 2022-07-15 2022-07-18 373.00 likely voter 0.6108133 17.009762 78.177438
Republican 2022-07-16 2022-07-19 417.00 adult 0.5810610 19.019842 74.022893
Republican 2022-07-22 2022-07-24 688.00 registered voter 0.7425148 15.287998 79.139354
Republican 2022-07-27 2022-07-28 679.00 registered voter 1.0713660 19.672117 76.458172
Republican 2022-07-28 2022-08-01 372.59 registered voter 0.4564040 17.815353 78.586339
Republican 2022-07-28 2022-08-01 377.00 adult 0.4985006 20.019842 76.022893
Republican 2022-08-03 2022-08-05 263.00 adult 0.3384746 15.019842 75.022893
Republican 2022-08-05 2022-08-07 696.00 registered voter 0.7511205 17.287998 78.139354
Republican 2022-08-07 2022-08-09 382.00 adult 0.4766980 19.019842 73.022893
Republican 2022-08-01 2022-08-23 120.00 adult 0.2595072 20.283670 78.568145
Republican 2022-08-11 2022-08-14 360.00 registered voter 0.4467997 16.815353 78.586339
Republican 2022-08-13 2022-08-16 382.00 adult 0.4660168 20.019842 76.022893
Republican 2022-08-17 2022-08-17 522.00 registered voter 0.5914843 20.312876 70.364444
Republican 2022-08-18 2022-08-22 408.00 adult 0.4951706 21.019842 73.022893
Republican 2022-08-19 2022-08-21 707.00 registered voter 0.7914509 18.287998 78.139354
Republican 2022-08-19 2022-08-22 392.00 likely voter 0.6351478 15.009762 79.177438
Republican 2022-08-20 2022-08-23 382.00 adult 0.4674224 19.019842 73.022893
Republican 2022-08-25 2022-08-29 999.95 adult 1.5820498 15.307866 79.951355
Republican 2022-08-28 2022-08-28 478.00 registered voter 0.5262029 20.312876 73.364444
Republican 2022-08-28 2022-08-30 361.00 adult 0.4704291 16.019842 80.022893
Republican 2022-08-26 2022-08-31 360.00 registered voter 0.4358165 18.815353 75.586339
Republican 2022-09-02 2022-09-06 409.00 adult 0.5772194 21.019842 72.022893
Republican 2022-09-06 2022-09-07 397.00 adult 0.6788048 22.754908 72.821764
Republican 2022-09-07 2022-09-08 667.00 registered voter 1.0659586 20.672117 75.458172
Republican 2022-09-08 2022-09-11 370.37 registered voter 0.4379305 18.815353 77.586339
Republican 2022-09-09 2022-09-11 681.00 registered voter 0.7682212 14.287998 78.139354
Republican 2022-09-09 2022-09-12 379.44 adult 0.6759251 19.485775 76.488675
Republican 2022-09-14 2022-09-15 527.00 registered voter 0.6467255 18.312876 73.364444
Republican 2022-09-16 2022-09-19 389.00 likely voter 0.6313041 17.009762 76.177438
Republican 2022-09-03 2022-10-05 634.24 adult 0.7765419 23.296593 75.478772
Republican 2022-09-21 2022-09-25 236.00 adult 0.5094602 19.204636 79.210106
Republican 2022-09-22 2022-09-26 358.92 registered voter 0.4246169 16.815353 79.586339
Republican 2022-09-23 2022-09-25 740.00 registered voter 0.7902794 19.287998 76.139354
Republican 2022-09-23 2022-09-27 434.00 adult 0.7178162 25.019842 70.022893
Republican 2022-10-06 2022-10-10 370.00 registered voter 0.4405475 16.815353 79.586339
Republican 2022-10-07 2022-10-09 686.00 registered voter 0.7667747 21.287998 75.139354
Republican 2022-10-06 2022-10-10 425.98 adult 0.7446873 21.485775 75.488675
Republican 2022-10-12 2022-10-13 724.00 registered voter 1.1405847 21.672117 74.458172
Republican 2022-10-13 2022-10-17 432.00 adult 0.7088926 28.019842 68.022893
Republican 2022-10-20 2022-10-24 370.00 registered voter 0.4953531 18.815353 76.586339
Republican 2022-10-24 2022-10-26 455.00 likely voter 0.6562345 16.009762 78.177438
Republican 2022-10-27 2022-10-31 387.00 adult 0.6350717 26.019842 70.022893
Republican 2022-11-03 2022-11-04 677.00 adult 0.5462466 15.287998 78.139354
Republican 2022-11-10 2022-11-12 683.00 adult 0.5328432 17.287998 77.139354
Republican 2022-11-17 2022-11-18 674.00 adult 0.5372456 16.287998 79.139354
Republican 2022-11-17 2022-11-19 451.00 likely voter 0.6959821 17.009762 79.177438
Republican 2022-11-18 2022-11-20 717.00 registered voter 0.5783413 19.287998 75.139354
Republican 2022-11-19 2022-11-22 404.00 adult 0.7439107 20.019842 63.022893
All 2021-01-21 2021-01-22 941.00 registered voter 1.0318592 65.804066 30.732242
All 2021-01-20 2021-01-26 1006.00 registered voter 1.1104817 57.912535 23.524649
All 2021-01-22 2021-01-23 504.00 adult 0.7064942 66.054822 29.917371
All 2021-01-24 2021-01-26 1500.00 adult 1.0989641 56.543870 26.203527
All 2021-01-27 2021-01-29 1261.00 adult 2.3647416 59.244778 26.396459
All 2021-01-28 2021-02-01 1075.00 adult 1.4639397 61.736213 27.441160
All 2021-01-29 2021-02-01 1986.00 registered voter 1.1853940 61.262994 28.960022
All 2021-01-31 2021-02-02 1500.00 adult 0.8804903 56.543870 31.203527
All 2021-02-02 2021-02-02 1163.00 adult 1.3752926 57.498249 33.653705
All 2021-02-05 2021-02-07 1000.00 adult 0.5290647 56.543870 33.203527
All 2021-02-05 2021-02-06 508.00 adult 0.6647227 64.054822 32.917371
All 2021-02-06 2021-02-09 1500.00 adult 0.7679119 55.543870 31.203527
All 2021-02-08 2021-02-09 938.00 registered voter 0.5971744 61.804066 34.732242
All 2021-02-03 2021-02-18 1021.00 adult 1.5515695 65.359238 29.734283
All 2021-02-11 2021-02-14 1056.00 adult 1.4422625 58.736213 30.441160
All 2021-02-11 2021-02-15 1067.00 registered voter 0.8446686 60.737784 30.935251
All 2021-02-12 2021-02-15 1987.00 registered voter 0.8446854 60.262994 29.960022
All 2021-02-12 2021-02-15 1000.00 adult 0.4945033 56.543870 32.203527
All 2021-02-12 2021-02-15 2835.00 registered voter 1.5436467 60.804066 35.732242
All 2021-02-12 2021-02-18 1005.00 registered voter 1.0731614 55.912535 33.524649
All 2021-02-13 2021-02-16 1500.00 adult 0.7395533 57.543870 31.203527
All 2021-02-17 2021-02-20 1100.00 adult 1.0223955 61.940314 28.280983
All 2021-02-18 2021-02-20 1992.00 registered voter 0.7951998 60.262994 31.960022
All 2021-02-15 2021-02-23 1874.00 adult 2.4943286 62.538188 29.865700
All 2021-02-19 2021-02-22 1500.00 adult 0.7587151 57.543870 33.203527
All 2021-02-23 2021-02-24 949.00 registered voter 0.5280698 59.804066 36.732242
All 2021-02-23 2021-02-25 1778.00 registered voter 1.8573786 66.605592 31.577172
All 2021-02-25 2021-03-01 1434.00 adult 1.6286420 66.555019 28.875513
All 2021-02-25 2021-03-01 1007.00 registered voter 0.7033220 58.737784 31.935251
All 2021-02-26 2021-03-01 1992.00 registered voter 0.8519170 60.262994 28.960022
All 2021-02-27 2021-03-02 1500.00 adult 0.7353295 56.543870 34.203527
All 2021-03-02 2021-03-02 963.00 adult 1.1813451 55.848249 36.093705
All 2021-03-03 2021-03-08 1009.00 adult 0.9687822 58.520037 32.864285
All 2021-03-05 2021-03-06 521.00 adult 0.4769826 65.054822 32.917371
All 2021-03-04 2021-03-08 1629.00 adult 0.7780290 55.543870 32.203527
All 2021-03-03 2021-03-08 1227.00 adult 1.9292228 60.306662 30.835844
All 2021-03-05 2021-03-08 2839.00 adult 1.2331822 61.804066 34.732242
All 2021-03-06 2021-03-09 1500.00 adult 0.7163919 55.543870 35.203527
All 2021-03-11 2021-03-12 1000.00 adult 0.8244269 65.054822 32.917371
All 2021-03-12 2021-03-14 2839.00 registered voter 1.1981903 61.804066 34.732242
All 2021-03-11 2021-03-15 1001.00 registered voter 0.6768654 62.737784 30.935251
All 2021-03-12 2021-03-15 1993.00 registered voter 0.8886321 66.262994 25.960022
All 2021-03-13 2021-03-17 1500.00 adult 0.7102210 59.543870 32.203527
All 2021-03-15 2021-03-21 1008.00 registered voter 1.1414072 53.912535 34.524649
All 2021-03-17 2021-03-20 1100.00 adult 0.9829157 63.940314 30.280983
All 2021-03-17 2021-03-22 1310.00 registered voter 0.9181436 59.219784 35.221664
All 2021-03-20 2021-03-23 1500.00 adult 0.7037362 56.543870 35.203527
All 2021-03-21 2021-03-22 1500.00 voter 1.2486041 62.802036 27.487197
All 2021-03-22 2021-03-23 1000.00 likely voter 1.3914067 55.289126 39.870658
All 2021-03-23 2021-03-25 1606.00 adult 0.7424032 60.543870 30.203527
All 2021-03-22 2021-03-25 1309.00 adult 2.0301764 63.306662 28.835844
All 2021-03-24 2021-03-26 1882.00 registered voter 0.8817027 65.804066 30.732242
All 2021-03-24 2021-03-25 1945.00 registered voter 1.8950297 69.605592 28.577172
All 2021-03-25 2021-03-29 2200.00 adult 0.8200922 58.262994 32.960022
All 2021-03-25 2021-03-29 1166.00 adult 1.3775628 69.555019 25.875513
All 2021-03-25 2021-03-29 1002.00 registered voter 0.6613058 61.737784 30.935251
All 2021-03-26 2021-03-27 517.00 adult 0.3970883 69.054822 28.917371
All 2021-03-26 2021-03-29 2043.00 registered voter 0.7630993 64.262994 28.960022
All 2021-03-27 2021-03-30 1496.00 adult 0.6835455 56.543870 33.203527
All 2021-04-02 2021-04-05 2732.00 registered voter 1.0896438 64.804066 31.732242
All 2021-04-03 2021-04-06 1500.00 adult 0.6830271 58.543870 33.203527
All 2021-04-06 2021-04-06 1244.00 adult 1.4313899 60.978249 33.373705
All 2021-04-06 2021-04-08 1649.00 adult 0.7605692 60.543870 32.203527
All 2021-04-07 2021-04-11 1000.00 registered voter 1.6152162 56.982540 32.309677
All 2021-04-08 2021-04-12 1237.00 adult 1.8063336 64.736213 27.441160
All 2021-04-08 2021-04-12 1256.00 registered voter 0.7813731 60.737784 32.935251
All 2021-04-08 2021-04-11 802.00 adult 1.0004201 61.060902 27.986348
All 2021-04-09 2021-04-12 1992.00 registered voter 0.9654083 63.262994 27.960022
All 2021-04-09 2021-04-13 3766.00 registered voter 1.5457673 63.804066 32.732242
All 2021-04-10 2021-04-13 1500.00 adult 0.7197261 58.543870 34.203527
All 2021-04-12 2021-04-16 4423.00 adult 1.1477591 62.054822 29.917371
All 2021-04-12 2021-04-16 4423.00 adult 1.1477591 61.054822 29.917371
All 2021-04-15 2021-04-20 1025.00 registered voter 1.1539083 59.750092 37.413864
All 2021-04-17 2021-04-20 1100.00 adult 1.0000166 63.940314 30.280983
All 2021-04-17 2021-04-20 1000.00 adult 1.2196616 68.060902 26.986348
All 2021-04-17 2021-04-20 1500.00 adult 0.7225822 56.543870 35.203527
All 2021-04-18 2021-04-21 1007.00 adult 1.9896193 63.943246 30.659939
All 2021-04-18 2021-04-21 1002.00 registered voter 1.7555274 57.636731 32.421785
All 2021-04-16 2021-04-23 1043.00 registered voter 1.1143303 57.912535 33.524649
All 2021-04-21 2021-04-26 1004.00 adult 0.9667651 64.520037 29.864285
All 2021-04-22 2021-04-26 989.00 registered voter 0.6550138 60.737784 33.935251
All 2021-04-24 2021-04-26 1991.00 registered voter 1.0616715 67.262994 24.960022
All 2021-04-25 2021-04-27 1500.00 adult 0.7026600 58.543870 33.203527
All 2021-04-26 2021-04-28 2819.00 registered voter 1.5000907 63.804066 32.732242
All 2021-04-27 2021-04-29 1864.00 registered voter 1.9556402 67.605592 30.577172
All 2021-04-27 2021-04-29 1558.00 adult 0.7173000 61.543870 31.203527
All 2021-04-29 2021-05-03 1842.00 adult 1.8873374 67.555019 26.875513
All 2021-05-01 2021-05-04 1500.00 adult 0.6786499 56.543870 35.203527
All 2021-05-03 2021-05-04 939.00 registered voter 0.5741952 64.804066 31.732242
All 2021-05-04 2021-05-10 1249.00 adult 2.1191328 64.306662 29.835844
All 2021-05-06 2021-05-10 1000.00 registered voter 0.6750438 62.737784 29.935251
All 2021-05-07 2021-05-09 1994.00 registered voter 1.2347135 65.262994 28.960022
All 2021-05-08 2021-05-11 1500.00 adult 0.6659414 56.543870 36.203527
All 2021-05-11 2021-05-13 1561.00 adult 0.6893128 58.543870 34.203527
All 2021-05-15 2021-05-15 1613.00 adult 1.6819174 60.928249 33.163705
All 2021-05-14 2021-05-17 1132.00 registered voter 1.1784374 62.912535 31.524649
All 2021-05-15 2021-05-18 1500.00 adult 0.6556524 59.543870 34.203527
All 2021-05-17 2021-05-19 1889.00 registered voter 1.4210755 64.804066 31.732242
All 2021-05-17 2021-05-20 1100.00 adult 1.0000166 63.940314 31.280983
All 2021-05-18 2021-05-24 1316.00 adult 1.8811158 65.736213 28.441160
All 2021-05-20 2021-05-24 1204.00 registered voter 0.8237606 60.737784 32.935251
All 2021-05-22 2021-05-25 1500.00 adult 0.6325182 59.543870 34.203527
All 2021-05-22 2021-05-25 1003.00 registered voter 1.7018075 63.636731 32.421785
All 2021-05-24 2021-05-26 1588.00 adult 0.6677158 58.543870 33.203527
All 2021-05-25 2021-05-26 900.00 likely voter 1.3034724 61.289126 34.870658
All 2021-05-29 2021-06-01 1500.00 adult 0.6241729 57.543870 34.203527
All 2021-10-19 2021-01-21 1704.00 adult 0.6776271 49.543870 44.203527
All 2021-06-06 2021-06-08 1500.00 adult 0.5965643 58.543870 34.203527
All 2021-06-07 2021-06-09 1885.00 registered voter 1.7182781 63.804066 32.732242
All 2021-06-10 2021-06-14 1001.00 registered voter 0.7493120 60.737784 33.935251
All 2021-06-10 2021-06-14 1125.00 adult 1.4328457 64.555019 30.875513
All 2021-06-11 2021-06-13 1994.00 registered voter 1.3290602 61.262994 31.960022
All 2021-06-11 2021-06-17 4420.00 adult 2.1066769 61.054822 28.917371
All 2021-06-04 2021-06-23 1753.00 registered voter 0.6858313 56.643870 37.603527
All 2021-06-13 2021-06-15 1500.00 adult 0.5868494 57.543870 34.203527
All 2021-06-17 2021-06-20 1100.00 adult 1.0000166 60.940314 32.280983
All 2021-06-18 2021-06-22 1001.00 registered voter 1.1345540 60.912535 30.524649
All 2021-06-19 2021-06-22 1001.00 registered voter 1.7266797 63.636731 32.421785
All 2021-06-20 2021-06-22 1500.00 adult 0.6218337 59.543870 32.203527
All 2021-06-22 2021-06-24 1592.00 adult 0.6769646 63.543870 31.203527
All 2021-06-24 2021-06-28 1000.00 registered voter 0.7575062 62.737784 31.935251
All 2021-06-22 2021-06-29 1115.00 adult 1.9529010 62.306662 31.835844
All 2021-06-25 2021-06-28 1989.00 registered voter 1.1580514 61.262994 31.960022
All 2021-06-26 2021-06-29 1500.00 adult 0.6875936 56.543870 36.203527
All 2021-06-27 2021-06-30 907.00 adult 1.8169115 61.943246 30.659939
All 2021-06-30 2021-07-02 1424.00 adult 2.5347067 56.244778 29.396459
All 2021-07-03 2021-07-06 1500.00 adult 0.7084729 59.543870 31.203527
All 2021-07-08 2021-07-09 938.00 registered voter 1.0523830 62.804066 33.732242
All 2021-07-10 2021-07-13 1500.00 adult 0.6948052 56.543870 37.203527
All 2021-07-13 2021-07-15 1715.00 adult 0.7957149 61.543870 31.203527
All 2021-07-13 2021-07-14 1000.00 likely voter 1.3914067 58.289126 37.870658
All 2021-07-15 2021-07-16 1500.00 adult 1.3362300 56.535723 33.790798
All 2021-07-15 2021-07-19 1000.00 registered voter 0.7402177 58.737784 33.935251
All 2021-07-15 2021-07-18 1990.00 registered voter 0.8137719 55.262994 38.960022
All 2021-07-15 2021-07-19 1308.00 adult 1.4770750 62.555019 32.875513
All 2021-07-16 2021-07-18 1997.00 registered voter 0.8166344 56.262994 36.960022
All 2021-07-17 2021-07-20 1100.00 adult 1.0000166 59.940314 34.280983
All 2021-07-17 2021-07-20 1500.00 adult 0.7030632 56.543870 35.203527
All 2021-07-20 2021-07-21 949.00 registered voter 0.9835621 63.804066 32.732242
All 2021-07-19 2021-07-23 1143.00 registered voter 1.1771442 57.912535 37.524649
All 2021-07-23 2021-07-24 527.00 adult 0.5402559 60.054822 36.917371
All 2021-07-24 2021-07-28 802.00 adult 1.1334355 52.060902 37.986348
All 2021-07-24 2021-07-27 1500.00 adult 0.7064075 52.543870 37.203527
All 2021-07-28 2021-07-30 1322.00 adult 2.3813288 56.244778 33.396459
All 2021-07-27 2021-08-02 1290.00 adult 1.8710588 53.736213 38.441160
All 2021-07-29 2021-08-02 1000.00 registered voter 0.6966218 54.737784 39.935251
All 2021-07-31 2021-08-02 2200.00 adult 1.0197947 56.262994 35.960022
All 2021-07-30 2021-08-02 1552.00 adult 0.7225048 55.543870 39.203527
All 2021-07-31 2021-08-03 1500.00 adult 0.6927802 55.543870 38.203527
All 2021-08-02 2021-08-02 1275.00 adult 1.5277678 54.118249 41.373705
All 2021-08-02 2021-08-03 1500.00 registered voter 1.1851285 53.802036 34.487197
All 2021-08-03 2021-08-05 1606.00 registered voter 1.4212662 57.591830 36.223380
All 2021-08-04 2021-08-05 1103.00 registered voter 1.0280428 58.804066 37.732242
All 2021-08-07 2021-08-10 1500.00 adult 0.6883984 51.543870 42.203527
All 2021-08-07 2021-08-10 1002.00 registered voter 1.7607312 53.636731 40.421785
All 2021-08-02 2021-08-17 516.00 adult 0.9409261 49.359238 46.734283
All 2021-08-12 2021-08-16 1001.00 registered voter 0.6843250 52.737784 41.935251
All 2021-08-12 2021-08-16 1729.00 adult 1.7734502 50.555019 44.875513
All 2021-08-13 2021-08-16 1999.00 registered voter 0.8136397 53.262994 40.960022
All 2021-08-12 2021-08-18 800.00 likely voter 1.2943597 52.040946 40.548279
All 2021-08-13 2021-08-18 1016.00 registered voter 1.1015050 52.912535 41.524649
All 2021-08-14 2021-08-17 1000.00 adult 1.3423186 52.060902 43.986348
All 2021-08-13 2021-08-19 4427.00 adult 1.7958607 52.054822 39.917371
All 2021-08-14 2021-08-17 1500.00 adult 0.6760030 51.543870 41.203527
All 2021-08-16 2021-08-18 1649.00 adult 0.7420862 55.543870 40.203527
All 2021-08-17 2021-08-20 1100.00 adult 1.0089669 56.940314 37.280983
All 2021-08-20 2021-08-22 2846.00 registered voter 1.9245917 57.804066 38.732242
All 2021-08-03 2021-09-07 2119.00 adult 1.2411825 54.520037 42.864285
All 2021-08-19 2021-08-22 2201.00 adult 0.8639827 51.262994 39.960022
All 2021-08-19 2021-08-23 1000.00 registered voter 1.5628273 50.937589 43.959010
All 2021-08-21 2021-08-24 1500.00 adult 0.6642050 51.543870 40.203527
All 2021-08-26 2021-08-30 1002.00 registered voter 0.6818144 52.737784 41.935251
All 2021-08-27 2021-08-28 513.00 adult 0.2659748 61.054822 35.917371
All 2021-08-28 2021-08-30 1997.00 registered voter 0.9035042 52.262994 42.960022
All 2021-08-27 2021-08-30 1003.00 adult 0.5394809 52.054822 38.917371
All 2021-08-26 2021-08-31 1241.00 adult 2.1171902 53.306662 41.835844
All 2021-08-28 2021-08-31 1500.00 adult 0.6573234 50.543870 42.203527
All 2021-08-29 2021-09-01 1006.00 adult 1.9879157 51.943246 40.659939
All 2021-08-30 2021-09-01 1605.00 adult 0.7075123 52.543870 40.203527
All 2021-08-30 2021-09-02 1775.00 registered voter 1.4561562 53.750092 43.413864
All 2021-09-04 2021-09-05 1500.00 adult 0.9294377 51.802036 37.487197
All 2021-09-04 2021-09-07 1500.00 adult 0.6457139 46.543870 44.203527
All 2021-09-08 2021-09-09 1803.00 registered voter 1.2716241 53.804066 42.732242
All 2021-09-10 2021-09-11 958.00 registered voter 0.6906860 55.804066 40.732242
All 2021-08-26 2021-09-27 21079.00 adult 1.2874052 50.254190 35.431148
All 2021-09-09 2021-09-13 995.00 registered voter 0.6790942 50.737784 42.935251
All 2021-09-10 2021-09-13 1210.00 adult 1.6280875 48.736213 47.441160
All 2021-09-07 2021-09-16 1411.00 adult 2.5229419 54.699981 42.668195
All 2021-09-12 2021-09-14 1500.00 adult 0.6141395 51.543870 43.203527
All 2021-09-12 2021-09-15 1002.00 registered voter 1.7310148 54.636731 42.421785
All 2021-09-15 2021-09-16 1005.00 adult 0.7653132 45.054822 46.917371
All 2021-09-14 2021-09-20 3201.00 adult 1.2875335 51.543870 43.203527
All 2021-09-18 2021-09-20 1998.00 registered voter 1.1344853 49.262994 43.960022
All 2021-09-17 2021-09-20 1100.00 adult 1.0000166 58.940314 36.280983
All 2021-09-17 2021-09-23 1005.00 registered voter 1.1059679 51.912535 42.524649
All 2021-09-19 2021-09-20 1500.00 adult 0.8147876 51.802036 34.487197
All 2021-09-18 2021-09-21 1500.00 adult 0.6107082 50.543870 41.203527
All 2021-09-16 2021-09-29 2508.00 adult 2.4231702 54.254586 41.795735
All 2021-09-23 2021-09-27 1099.00 adult 1.3809662 53.555019 42.875513
All 2021-09-23 2021-09-27 1000.00 registered voter 0.6838728 49.737784 45.935251
All 2021-09-24 2021-09-28 1101.00 adult 0.9205331 54.054822 42.917371
All 2021-09-26 2021-09-28 1500.00 adult 0.6500351 47.543870 45.203527
All 2021-09-27 2021-09-28 935.00 registered voter 0.9383258 48.804066 36.732242
All 2021-09-29 2021-10-02 1308.00 adult 2.4363805 48.244778 37.396459
All 2021-10-02 2021-10-04 1998.00 registered voter 1.0469509 49.262994 44.960022
All 2021-10-01 2021-10-04 1640.00 adult 0.7562181 51.543870 43.203527
All 2021-10-01 2021-10-04 1326.00 adult 1.7332055 48.736213 48.441160
All 2021-10-03 2021-10-05 1500.00 adult 0.6942312 49.543870 44.203527
All 2021-10-05 2021-10-05 1500.00 registered voter 0.7417384 48.802036 38.487197
All 2021-10-07 2021-10-11 1001.00 registered voter 0.6935355 50.737784 43.935251
All 2021-10-09 2021-10-12 1500.00 adult 0.7511819 49.543870 45.203527
All 2021-10-11 2021-10-13 1200.00 registered voter 1.3087129 51.264201 42.626607
All 2021-10-13 2021-10-17 915.00 adult 1.9067654 47.018222 44.086935
All 2021-10-14 2021-10-17 800.00 adult 0.9985568 49.060902 44.986348
All 2021-10-15 2021-10-19 1098.00 registered voter 1.1439028 53.912535 42.524649
All 2021-10-17 2021-10-17 1500.00 registered voter 0.7280949 52.802036 38.487197
All 2021-10-16 2021-10-18 1998.00 registered voter 0.9001718 49.262994 43.960022
All 2021-10-16 2021-10-19 1500.00 adult 0.8168710 47.543870 44.203527
All 2021-10-16 2021-10-19 1003.00 registered voter 1.7080200 50.636731 44.421785
All 2021-10-17 2021-10-21 1000.00 registered voter 1.4421897 50.720774 44.919474
All 2021-10-17 2021-10-20 1100.00 adult 1.0000166 51.940314 43.280983
All 2021-10-20 2021-10-23 2727.00 registered voter 2.2621097 41.804066 39.732242
All 2021-10-21 2021-10-25 1083.00 adult 1.3775516 50.555019 44.875513
All 2021-10-22 2021-10-25 1001.00 registered voter 0.6815444 48.737784 45.935251
All 2021-10-23 2021-10-26 1000.00 adult 1.2064979 50.060902 46.986348
All 2021-10-24 2021-10-26 1500.00 adult 0.7887022 49.543870 44.203527
All 2021-10-24 2021-10-30 1990.00 registered voter 0.7977547 47.262994 45.960022
All 2021-10-27 2021-10-28 1688.00 registered voter 1.9435177 48.605592 43.577172
All 2021-10-29 2021-10-30 514.00 adult 0.7677909 53.054822 44.917371
All 2021-10-31 2021-10-31 1500.00 registered voter 0.7811361 51.802036 42.487197
All 2021-10-30 2021-11-01 1996.00 registered voter 0.8291422 49.262994 42.960022
All 2021-10-30 2021-11-02 1500.00 adult 0.7380669 49.543870 45.203527
All 2021-11-03 2021-11-05 1000.00 registered voter 1.5628273 43.937589 48.959010
All 2021-11-01 2021-11-09 800.00 likely voter 1.2943597 50.040946 46.548279
All 2021-11-04 2021-11-08 1673.00 adult 0.7735190 52.543870 42.203527
All 2021-11-04 2021-11-08 1003.00 registered voter 0.6761500 50.737784 43.935251
All 2021-11-06 2021-11-09 1500.00 adult 0.6832231 48.543870 43.203527
All 2021-11-01 2021-11-16 815.00 adult 1.3288422 47.359238 47.734283
All 2021-11-07 2021-11-10 1001.00 adult 1.9793903 46.943246 48.659939
All 2021-11-11 2021-11-15 1378.00 adult 1.9348925 45.736213 48.441160
All 2021-11-13 2021-11-15 1998.00 registered voter 1.0764088 48.262994 45.960022
All 2021-11-12 2021-11-18 1013.00 registered voter 1.0801448 50.912535 43.524649
All 2021-11-08 2021-11-22 1820.00 adult 2.4520730 44.538188 47.865700
All 2021-11-15 2021-11-15 1500.00 registered voter 0.8441623 47.802036 43.487197
All 2021-11-14 2021-11-16 1500.00 adult 0.6796083 49.543870 47.203527
All 2021-11-14 2021-11-17 1003.00 registered voter 1.6768985 47.636731 47.421785
All 2021-11-17 2021-11-19 1696.00 adult 0.7790853 51.543870 45.203527
All 2021-11-17 2021-11-20 1100.00 adult 1.0000166 46.940314 47.280983
All 2021-11-18 2021-11-22 1000.00 registered voter 0.7166220 49.737784 44.935251
All 2021-11-20 2021-11-23 1500.00 adult 0.7228106 47.543870 46.203527
All 2021-11-27 2021-11-30 1500.00 adult 0.7573965 48.543870 43.203527
All 2021-12-01 2021-12-04 800.00 adult 1.2226302 45.060902 47.986348
All 2021-11-30 2021-12-06 1172.00 adult 2.0282936 48.306662 44.835844
All 2021-12-01 2021-12-04 1301.00 adult 2.3910925 46.244778 41.396459
All 2021-12-02 2021-12-07 1089.00 adult 1.4492109 53.555019 41.875513
All 2021-12-04 2021-12-06 2000.00 registered voter 0.9909500 50.262994 43.960022
All 2021-12-03 2021-12-06 1000.00 registered voter 0.8179890 49.737784 44.935251
All 2021-12-05 2021-12-05 1500.00 registered voter 0.8288411 43.802036 46.487197
All 2021-12-04 2021-12-07 1500.00 adult 0.7706827 46.543870 46.203527
All 2021-12-05 2021-12-06 1000.00 likely voter 1.3914067 44.289126 50.870658
All 2021-12-08 2021-12-10 1200.00 registered voter 1.3087129 45.264201 47.626607
All 2021-12-08 2021-12-12 1256.00 adult 1.0499770 52.520037 43.864285
All 2021-12-09 2021-12-13 1020.00 registered voter 1.1311157 50.912535 43.524649
All 2021-12-10 2021-12-11 524.00 adult 0.2590191 50.054822 45.917371
All 2021-12-09 2021-12-13 1558.00 adult 0.7983470 49.543870 44.203527
All 2021-12-11 2021-12-14 1002.00 registered voter 1.6985305 46.636731 47.421785
All 2021-12-12 2021-12-14 1500.00 adult 0.7855456 47.543870 45.203527
All 2021-12-13 2021-12-17 4407.00 adult 1.9573089 49.054822 43.917371
All 2021-12-13 2021-12-19 1990.00 registered voter 0.8402271 47.262994 45.960022
All 2021-12-17 2021-12-17 777.00 likely voter 1.0643527 49.905539 45.709766
All 2021-12-18 2021-12-18 1500.00 registered voter 0.8509071 46.802036 44.487197
All 2021-12-17 2021-12-20 1895.00 registered voter 1.4899310 45.750092 51.413864
All 2021-12-17 2021-12-20 1100.00 adult 1.0000166 49.940314 45.280983
All 2021-12-18 2021-12-20 1998.00 registered voter 0.8625700 48.262994 45.960022
All 2021-12-19 2021-12-21 1500.00 adult 0.9106919 46.543870 46.203527
All 2021-12-27 2021-12-30 1000.00 registered voter 1.5628273 47.837589 46.159010
All 2022-01-02 2022-01-04 1000.00 registered voter 1.6083938 48.982540 43.309677
All 2022-01-02 2022-01-04 1500.00 adult 0.9831514 46.543870 46.203527
All 2022-01-04 2022-01-06 1200.00 adult 1.4794215 45.848249 47.503705
All 2022-01-05 2022-01-08 1308.00 adult 2.3265574 44.244778 44.396459
All 2022-01-06 2022-01-10 1000.00 registered voter 0.7959642 47.737784 45.935251
All 2022-01-06 2022-01-10 1000.00 registered voter 1.0810388 44.420284 50.736678
All 2022-01-08 2022-01-09 2000.00 registered voter 0.9628268 44.262994 49.960022
All 2022-01-08 2022-01-09 1500.00 registered voter 0.9882668 43.802036 46.487197
All 2022-01-07 2022-01-10 1313.00 adult 1.8455736 39.736213 53.441160
All 2022-01-10 2022-01-10 1013.00 registered voter 0.8425912 45.616812 52.277713
All 2022-01-08 2022-01-11 1500.00 adult 0.8756510 47.543870 47.203527
All 2022-01-14 2022-01-18 1000.00 adult 1.4448265 43.060902 52.986348
All 2022-01-13 2022-01-18 1161.00 adult 0.5363172 45.262994 52.960022
All 2022-01-13 2022-01-18 1161.00 adult 1.5183071 41.555019 53.875513
All 2022-01-15 2022-01-18 1500.00 adult 0.7973706 44.543870 50.203527
All 2022-01-16 2022-01-19 1001.00 registered voter 1.7297140 45.636731 50.421785
All 2022-01-17 2022-01-20 1100.00 adult 1.0089669 39.940314 54.280983
All 2022-01-19 2022-01-20 1815.00 registered voter 1.9330849 42.605592 49.577172
All 2022-01-20 2022-01-24 1568.00 adult 0.7926018 47.543870 49.203527
All 2022-01-20 2022-01-24 1000.00 registered voter 0.6945227 48.737784 46.935251
All 2022-01-21 2022-01-23 1029.00 registered voter 1.1675652 49.912535 46.524649
All 2022-01-22 2022-01-23 2005.00 registered voter 0.9441994 44.262994 48.960022
All 2022-01-22 2022-01-25 1500.00 adult 0.7546699 42.543870 50.203527
All 2022-01-10 2022-02-06 1527.00 adult 1.1247771 43.520037 52.864285
All 2022-01-28 2022-01-29 510.00 adult 0.2699060 47.054822 49.917371
All 2022-01-29 2022-02-01 1500.00 adult 0.7799958 47.043870 47.703527
All 2022-02-02 2022-02-04 1355.00 adult 2.3641979 40.244778 45.396459
All 2022-01-31 2022-02-07 4404.00 adult 1.9607667 44.054822 48.917371
All 2022-02-03 2022-02-07 1000.00 registered voter 0.6470569 46.737784 46.935251
All 2022-02-03 2022-02-07 1628.00 adult 0.8870859 47.543870 49.203527
All 2022-02-05 2022-02-06 2005.00 registered voter 1.0419584 45.262994 48.960022
All 2022-02-06 2022-02-06 1500.00 registered voter 0.9359870 44.802036 44.487197
All 2022-02-03 2022-02-09 800.00 likely voter 1.2943597 49.040946 44.548279
All 2022-02-01 2022-02-17 1008.00 adult 1.4707060 45.359238 50.734283
All 2022-02-10 2022-02-14 1321.00 adult 1.7273223 43.736213 51.441160
All 2022-02-12 2022-02-15 1500.00 adult 0.8147761 44.543870 48.203527
All 2022-02-15 2022-02-16 1000.00 registered voter 1.6083938 47.982540 45.309677
All 2022-02-16 2022-02-20 1000.00 registered voter 1.5628273 47.037589 46.459010
All 2022-02-15 2022-02-21 1264.00 adult 1.8796194 45.306662 49.835844
All 2022-02-17 2022-02-20 1100.00 adult 0.9829157 43.940314 50.280983
All 2022-02-19 2022-02-21 2005.00 registered voter 1.0485016 45.262994 46.960022
All 2022-02-17 2022-02-22 1770.00 registered voter 0.9410856 46.737784 47.935251
All 2022-02-19 2022-02-23 1078.00 registered voter 1.1361933 49.912535 44.524649
All 2022-02-19 2022-02-22 1500.00 adult 0.7642796 46.543870 47.203527
All 2022-02-19 2022-02-22 1001.00 registered voter 1.6927630 46.636731 49.421785
All 2022-02-20 2022-02-24 1011.00 adult 1.9964293 43.943246 49.659939
All 2022-02-23 2022-02-23 1500.00 registered voter 0.7897408 47.802036 38.487197
All 2022-02-23 2022-02-24 2026.00 registered voter 2.0476269 42.605592 49.577172
All 2022-02-24 2022-02-27 1532.00 adult 0.7346797 48.543870 46.203527
All 2022-02-26 2022-03-01 1500.00 adult 0.7077590 50.543870 43.203527
All 2022-03-01 2022-03-02 1322.00 adult 1.9559360 53.306662 43.835844
All 2022-03-02 2022-03-04 1318.00 adult 2.3486009 46.244778 41.396459
All 2022-03-03 2022-03-07 1000.00 registered voter 0.6062785 50.737784 43.935251
All 2022-03-04 2022-03-06 2005.00 registered voter 1.0730992 49.262994 43.960022
All 2022-03-05 2022-03-08 1500.00 adult 0.7008155 51.543870 42.203527
All 2022-03-08 2022-03-08 1500.00 registered voter 0.7133283 49.802036 40.487197
All 2022-03-01 2022-03-18 1017.00 adult 1.4801520 51.359238 45.734283
All 2022-03-11 2022-03-12 622.00 adult 0.7972961 53.054822 42.917371
All 2022-03-10 2022-03-14 1936.00 adult 2.0857023 49.736213 42.441160
All 2022-03-10 2022-03-14 1623.00 adult 0.7590175 51.543870 43.203527
All 2022-03-12 2022-03-15 1500.00 adult 0.7106429 47.543870 45.203527
All 2022-03-11 2022-03-21 2000.00 registered voter 1.3363699 49.360164 48.445460
All 2022-03-15 2022-03-20 1002.00 adult 2.0702167 48.018222 44.086935
All 2022-03-17 2022-03-20 1100.00 adult 0.9829157 45.940314 48.280983
All 2022-03-17 2022-03-21 1082.00 adult 1.3872279 49.555019 45.875513
All 2022-03-17 2022-03-20 1000.00 registered voter 0.6607053 48.737784 43.935251
All 2022-03-18 2022-03-21 1004.00 registered voter 1.7125824 49.636731 46.421785
All 2022-03-18 2022-03-21 2005.00 registered voter 1.0753384 49.262994 44.960022
All 2022-03-18 2022-03-21 1050.00 likely voter 1.1187287 49.912535 43.524649
All 2022-03-20 2022-03-20 1500.00 registered voter 0.7177800 49.802036 41.487197
All 2022-03-18 2022-03-22 1000.00 adult 1.4509205 50.060902 45.986348
All 2022-03-19 2022-03-22 1500.00 adult 0.7322074 49.543870 43.203527
All 2022-03-26 2022-03-29 1500.00 adult 0.7308611 48.543870 45.203527
All 2022-03-31 2022-04-04 1436.00 adult 1.6154192 48.736213 45.441160
All 2022-03-31 2022-04-04 998.00 registered voter 0.6793546 49.737784 43.935251
All 2022-03-31 2022-04-04 1618.00 adult 0.7675746 51.543870 43.203527
All 2022-04-01 2022-04-03 1990.00 registered voter 1.0578938 44.262994 49.960022
All 2022-04-03 2022-04-03 1500.00 registered voter 0.7627189 50.802036 41.487197
All 2022-04-02 2022-04-05 1500.00 adult 0.7125112 47.543870 44.203527
All 2022-04-06 2022-04-08 1308.00 adult 2.3354121 49.244778 38.396459
All 2022-04-08 2022-04-09 500.00 adult 0.7586938 55.054822 42.917371
All 2022-04-09 2022-04-12 1500.00 adult 0.7279435 53.543870 40.203527
All 2022-04-15 2022-04-17 2005.00 registered voter 1.1084693 49.262994 41.960022
All 2022-04-14 2022-04-18 997.00 registered voter 0.6957058 50.737784 43.935251
All 2022-04-14 2022-04-18 1085.00 adult 1.3163831 46.555019 48.875513
All 2022-04-16 2022-04-19 1500.00 adult 0.7211841 48.543870 43.203527
All 2022-04-18 2022-04-18 1500.00 registered voter 0.7605342 47.802036 42.487197
All 2022-04-18 2022-04-20 1001.00 likely voter 1.1270877 50.912535 43.524649
All 2022-04-18 2022-04-20 1100.00 adult 1.0000166 43.940314 48.280983
All 2022-04-19 2022-04-22 1605.00 adult 0.7537906 52.543870 42.203527
All 2022-04-20 2022-04-21 1699.00 registered voter 1.7958185 50.605592 42.577172
All 2022-04-21 2022-04-25 1554.00 adult 1.7297785 46.736213 46.441160
All 2022-04-19 2022-04-26 1377.00 adult 2.2852115 51.306662 42.835844
All 2022-04-24 2022-04-28 1004.00 adult 1.9845069 50.943246 42.659939
All 2022-04-26 2022-04-27 1500.00 adult 0.6843026 49.543870 42.203527
All 2022-04-28 2022-05-02 999.00 registered voter 0.7474711 50.737784 43.935251
All 2022-04-28 2022-05-01 1003.00 registered voter 1.7754434 48.636731 45.421785
All 2022-04-28 2022-05-01 1007.00 adult 0.9679767 49.520037 46.864285
All 2022-05-01 2022-05-01 1500.00 registered voter 0.7771283 47.802036 41.487197
All 2022-04-29 2022-05-02 2000.00 registered voter 1.1329352 47.262994 46.960022
All 2022-04-30 2022-05-03 1500.00 adult 0.6731625 50.543870 42.203527
All 2022-05-04 2022-05-06 1320.00 adult 2.3842292 45.244778 40.396459
All 2022-05-03 2022-05-06 1577.00 adult 0.7172581 51.543870 44.203527
All 2022-05-05 2022-05-10 1000.00 adult 1.4509205 58.060902 34.986348
All 2022-05-08 2022-05-10 1500.00 adult 0.6843663 48.543870 43.203527
All 2022-05-12 2022-05-16 1172.00 adult 1.4436856 49.555019 46.875513
All 2022-05-12 2022-05-16 1586.00 adult 1.7381901 48.736213 45.441160
All 2022-05-13 2022-05-16 2005.00 registered voter 1.1910013 49.262994 44.960022
All 2022-05-15 2022-05-17 1500.00 adult 0.6977172 49.543870 42.203527
All 2022-05-17 2022-05-17 1500.00 registered voter 0.7838641 48.802036 39.487197
All 2022-05-18 2022-05-19 1963.00 registered voter 1.9386922 50.605592 42.577172
All 2022-05-17 2022-05-20 1100.00 adult 1.0410142 40.940314 51.280983
All 2022-05-19 2022-05-22 1573.00 adult 0.7450323 51.543870 45.203527
All 2022-05-19 2022-05-23 998.00 registered voter 0.8089706 47.737784 45.935251
All 2022-05-20 2022-05-23 1020.00 likely voter 1.1237517 52.912535 40.524649
All 2022-05-21 2022-05-24 1500.00 adult 0.7132604 48.543870 43.203527
All 2022-05-30 2022-05-30 1500.00 registered voter 0.7992558 45.802036 42.487197
All 2022-05-28 2022-05-31 1500.00 adult 0.7479697 47.543870 43.203527
All 2022-06-03 2022-06-04 542.00 adult 0.8480856 53.054822 43.917371
All 2022-06-04 2022-06-05 2006.00 registered voter 1.2146783 47.262994 44.960022
All 2022-06-03 2022-06-06 1576.00 adult 1.6577564 47.736213 44.441160
All 2022-06-04 2022-06-07 1500.00 adult 0.7648294 48.543870 41.203527
All 2022-06-09 2022-06-13 998.00 registered voter 0.7465107 48.737784 45.935251
All 2022-06-10 2022-06-13 1541.00 adult 0.7673506 50.543870 45.203527
All 2022-06-11 2022-06-14 1500.00 adult 0.7503100 48.543870 42.203527
All 2022-06-15 2022-06-15 1500.00 registered voter 0.9034185 41.802036 43.487197
All 2022-06-17 2022-06-20 1030.00 likely voter 1.1016544 50.912535 41.524649
All 2022-06-17 2022-06-20 1524.00 adult 1.6511585 50.736213 42.441160
All 2022-06-17 2022-06-20 2004.00 registered voter 1.2070590 48.262994 43.960022
All 2022-06-18 2022-06-21 1500.00 adult 0.8306602 48.543870 42.203527
All 2022-06-23 2022-06-27 1053.00 adult 1.4315993 49.555019 44.875513
All 2022-06-23 2022-06-27 1200.00 registered voter 0.8442269 48.737784 44.935251
All 2022-06-24 2022-06-27 1630.00 adult 1.0189953 49.543870 42.203527
All 2022-06-29 2022-06-30 1311.00 registered voter 1.5348413 48.605592 43.577172
All 2022-07-06 2022-07-09 1643.00 adult 2.8210503 45.244778 40.396459
All 2022-07-08 2022-07-10 2005.00 registered voter 1.1748525 48.262994 45.960022
All 2022-07-09 2022-07-09 1500.00 registered voter 0.9457107 43.802036 41.487197
All 2022-07-08 2022-07-11 1672.00 adult 1.1807507 51.543870 41.203527
All 2022-07-14 2022-07-18 1002.00 registered voter 0.7323945 50.737784 41.935251
All 2022-07-14 2022-07-18 1523.00 adult 1.9103547 50.736213 41.441160
All 2022-07-15 2022-07-18 1022.00 likely voter 1.1284363 50.912535 42.524649
All 2022-07-16 2022-07-19 1500.00 adult 1.0469182 46.543870 43.203527
All 2022-07-22 2022-07-24 2006.00 registered voter 1.1106197 46.262994 46.960022
All 2022-07-27 2022-07-28 1885.00 registered voter 1.9197558 46.605592 46.577172
All 2022-07-29 2022-07-29 1500.00 registered voter 0.9048737 45.802036 38.487197
All 2022-07-28 2022-08-01 1557.00 adult 0.9756303 50.543870 43.203527
All 2022-07-28 2022-08-01 1007.00 registered voter 0.7040940 49.737784 44.935251
All 2022-08-02 2022-08-04 1335.00 adult 2.3447352 45.244778 42.396459
All 2022-08-03 2022-08-05 1000.00 adult 0.5912491 42.543870 41.203527
All 2022-08-05 2022-08-06 665.00 adult 0.9244506 53.054822 44.917371
All 2022-08-05 2022-08-07 2005.00 registered voter 1.1117591 49.262994 44.960022
All 2022-08-07 2022-08-09 1500.00 adult 0.8280302 47.543870 44.203527
All 2022-08-01 2022-08-23 546.00 adult 0.9839441 56.359238 40.734283
All 2022-08-11 2022-08-14 1000.00 registered voter 0.7090155 49.737784 44.935251
All 2022-08-13 2022-08-16 1500.00 adult 0.7943141 51.543870 42.203527
All 2022-08-17 2022-08-17 1500.00 registered voter 0.7821857 44.802036 42.487197
All 2022-08-19 2022-08-21 2005.00 registered voter 1.1825734 49.262994 44.960022
All 2022-08-18 2022-08-22 1563.00 adult 0.8161231 50.543870 43.203527
All 2022-08-19 2022-08-22 1054.00 likely voter 1.1475265 49.912535 44.524649
All 2022-08-20 2022-08-23 1500.00 adult 0.7895938 49.543870 41.203527
All 2022-08-25 2022-08-29 1584.00 adult 2.1081881 50.736213 43.441160
All 2022-08-28 2022-08-28 1500.00 registered voter 0.7896741 48.802036 43.487197
All 2022-08-28 2022-08-30 1500.00 adult 0.8783217 49.543870 43.203527
All 2022-08-26 2022-08-31 1000.00 registered voter 0.6805027 48.737784 44.935251
All 2022-09-02 2022-09-06 1634.00 adult 1.1236013 50.543870 41.203527
All 2022-09-01 2022-09-11 2523.00 adult 2.4292593 51.254586 43.795735
All 2022-09-06 2022-09-07 1003.00 adult 1.2008057 49.054822 41.917371
All 2022-09-07 2022-09-08 1854.00 registered voter 1.9310304 47.605592 43.577172
All 2022-09-07 2022-09-09 1277.00 adult 2.3573413 48.244778 39.396459
All 2022-09-09 2022-09-11 2006.00 registered voter 1.1895894 49.262994 43.960022
All 2022-09-08 2022-09-11 1001.00 registered voter 0.6580104 51.737784 42.935251
All 2022-09-09 2022-09-12 1054.00 adult 1.3530891 51.555019 42.875513
All 2022-09-14 2022-09-15 1500.00 registered voter 0.9362524 45.802036 43.487197
All 2022-09-16 2022-09-19 1056.00 likely voter 1.1541654 49.912535 43.524649
All 2022-09-03 2022-10-05 1982.00 adult 1.2196350 53.520037 42.864285
All 2022-09-21 2022-09-25 806.00 adult 1.5260923 49.964621 45.964131
All 2022-09-23 2022-09-25 2005.00 registered voter 1.1196825 47.262994 44.960022
All 2022-09-22 2022-09-26 997.00 registered voter 0.6629687 49.737784 43.935251
All 2022-09-23 2022-09-27 1556.00 adult 1.5152999 51.543870 42.203527
All 2022-10-07 2022-10-09 2006.00 registered voter 1.2046549 50.262994 42.960022
All 2022-10-06 2022-10-10 1000.00 registered voter 0.6584968 49.737784 43.935251
All 2022-10-06 2022-10-10 1121.00 adult 1.4108758 51.555019 43.875513
All 2022-10-12 2022-10-12 1500.00 registered voter 1.1267598 45.802036 41.487197
All 2022-10-12 2022-10-13 2010.00 registered voter 2.0385086 49.605592 44.577172
All 2022-10-13 2022-10-17 1629.00 adult 1.5145931 52.543870 41.203527
All 2022-10-20 2022-10-24 1000.00 registered voter 0.7995358 50.737784 42.935251
All 2022-10-24 2022-10-26 1014.00 likely voter 1.0128928 47.912535 46.524649
All 2022-10-27 2022-10-31 1641.00 adult 1.4810419 51.543870 41.203527
All 2022-11-03 2022-11-04 2210.00 adult 0.7602534 48.262994 41.960022
All 2022-11-10 2022-11-12 2210.00 adult 0.7217467 49.262994 40.960022
All 2022-11-17 2022-11-19 1036.00 likely voter 1.1286859 47.912535 44.524649
All 2022-11-17 2022-11-18 2210.00 adult 0.7484271 47.262994 43.960022
All 2022-11-18 2022-11-20 2018.00 registered voter 0.6961886 50.262994 42.960022
All 2022-11-19 2022-11-22 1500.00 adult 1.7929786 42.543870 37.203527
Note:
This table contains a collation of polls by various polling companies. Several columns that are not relevant o the analysis have been removed.

Optional Exploratory Data Analysis Graphiccs

Box Plot of Biden’s covid handling by political party and population

Approval rating by Democrats is high but lowest among Republicans. Independents are divided.

ggplot(covid_approval_polls, aes(x = party, y = approve_adjusted)) + geom_boxplot() +
  labs(title = "Biden's Covid Handling Approval by Political Party", x = "Political Party", y = "Approve")+ theme(
  plot.title = element_text(hjust = 0.5)  # Set the horizontal justification to center (0.5)
)

Disapproval rating by Republicans is high but lowest among Democrats. Independents are split but below 50 percent.

ggplot(covid_approval_polls, aes(x = party, y = disapprove_adjusted)) + geom_boxplot() +
  labs(title = "Biden's Covid Handling Disapproval by Political Party", x = "Political Party", y = "Disapprove")+ theme(
  plot.title = element_text(hjust = 0.5)  # Set the horizontal justification to center (0.5)
)

Overall approval ratings among the voting population is high.

ggplot(covid_approval_polls, aes(x = population, y = approve_adjusted)) + geom_boxplot()+
  labs(title = "Biden's Covid Handling Approval by Population", x = "Political Party", y = "Approve")+ theme(
  plot.title = element_text(hjust = 0.5)  # Set the horizontal justification to center (0.5)
) 

Overall disapproval rating is relatively low.

ggplot(covid_approval_polls, aes(x = population, y = disapprove_adjusted)) + geom_boxplot() +
  labs(title = "Biden's Covid Handling Disapproval by Political Party", x = "Political Party", y = "Disapprove")+ theme(
  plot.title = element_text(hjust = 0.5)  # Set the horizontal justification to center (0.5)
) 

## Approval ratings over time

The approval ratings among all political parties and population dropped over time but it remained high among democrats.

ggplot(covid_approval_polls, aes(x = start_date, y = approve_adjusted, color = party)) + geom_point() +
  labs(title = "Biden's Covid Handling Approval by Political Party", x = "Poll Date", y = "Approve")+ theme(
  plot.title = element_text(hjust = 0.5)  # Set the horizontal justification to center (0.5)
) 

ggplot(covid_approval_polls, aes(x = start_date, y = disapprove_adjusted, color = party)) + geom_point() + 
  labs(title = "Biden's Covid Handling Disapproval by Political Party", x = "Poll Date", y = "Disapprove")+ theme(
  plot.title = element_text(hjust = 0.5)  # Set the horizontal justification to center (0.5)
) 

ggplot(covid_approval_polls, aes(x = start_date, y = approve_adjusted, color = population)) + geom_point() +
  labs(title = "Biden's Covid Handling Approval by Political Party", x = "Poll Date", y = "Approve")+ theme(
  plot.title = element_text(hjust = 0.5)  # Set the horizontal justification to center (0.5)
) 

k

ggplot(covid_approval_polls, aes(x = start_date, y = disapprove_adjusted, color = population)) + geom_point() +
  labs(title = "Biden's Covid Handling Disapproval by Political Party", x = "Poll Date", y = "Disapprove")+ theme(
  plot.title = element_text(hjust = 0.5)  # Set the horizontal justification to center (0.5)
) 

## Conclusions

The aggregation of the polls and the illustrated graphics shows that approval for Presidents Biden’s handling of the covid pandemic was largely on party line with high approval among Democrats and low approval among Republicans and independents somewhere in between. This indicates that partisanship may have significantly influenced the approval or disapproval ratings.

Recommendations

The polls should include more data that should enable further disaggregation of the data. For example, the state or resident of the poll participants could help to highlight the opinion of the population by state or region. The pollsters should also include a weight for partisan bias when they collect information about the participants party registration. Also given that the approval/disapproval is along party lines, the pollsters should also state the proportion of the respective party members included in the article.