From ecd7c69ff59977c1cae2d411d36741a4fbe21dfb Mon Sep 17 00:00:00 2001 From: technocrat Date: Wed, 21 Aug 2024 22:57:10 -0700 Subject: [PATCH] Preconvention assessment --- _assets/img/models/AZ_aug1.png | Bin 0 -> 102442 bytes _assets/img/models/GA_aug1.png | Bin 0 -> 99431 bytes _assets/img/models/MI_aug1.png | Bin 0 -> 100638 bytes _assets/img/models/NC_aug1.png | Bin 0 -> 100394 bytes _assets/img/models/NV_aug1.png | Bin 0 -> 99937 bytes _assets/img/models/PA_aug1.png | Bin 0 -> 102945 bytes _assets/img/models/WI_aug1.png | Bin 0 -> 107036 bytes _assets/objs/AZ_aug1_p_sample.bson | Bin 0 -> 1050728 bytes _assets/objs/GA_aug1_p_sample.bson | Bin 0 -> 1050728 bytes _assets/objs/MI_aug1_p_sample.bson | Bin 0 -> 1050728 bytes _assets/objs/NC_aug1_p_sample.bson | Bin 0 -> 1050728 bytes _assets/objs/NV_aug1_p_sample.bson | Bin 0 -> 1050728 bytes _assets/objs/PA_aug1_p_sample.bson | Bin 0 -> 1050728 bytes _assets/objs/WI_aug1_p_sample.bson | Bin 0 -> 1050728 bytes _assets/objs/aug1_polls.bson | Bin 0 -> 338860 bytes _assets/scripts/insert_aug1.jl | 98 +++++++++++++++++++++++++++++ _assets/scripts/mandelbrot.png | Bin 0 -> 169877 bytes _assets/scripts/polls.jl | 20 +++--- _assets/scripts/polls_head.jl | 6 +- az.md | 43 +++++++++---- extract_functions.sh | 42 +++++++++++++ ga.md | 46 ++++++++++---- index.md | 2 +- mi.md | 47 ++++++++++---- nc.md | 45 +++++++++---- nv.md | 46 ++++++++++---- pa.md | 45 +++++++++---- sources.md | 12 +++- toc.md | 12 ++++ wi.md | 48 +++++++++----- 30 files changed, 416 insertions(+), 96 deletions(-) create mode 100644 _assets/img/models/AZ_aug1.png create mode 100644 _assets/img/models/GA_aug1.png create mode 100644 _assets/img/models/MI_aug1.png create mode 100644 _assets/img/models/NC_aug1.png create mode 100644 _assets/img/models/NV_aug1.png create mode 100644 _assets/img/models/PA_aug1.png create mode 100644 _assets/img/models/WI_aug1.png create mode 100644 _assets/objs/AZ_aug1_p_sample.bson create mode 100644 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+ ia + ma2 + ma3 + mi2 + mi3 + mq + mr2 + mr3 + ny2 + ns + pp + ny + qi2 + qi3 + rr + si2 + si3 + sp2 + sp3 + su2 + su3 + tr + wa2 + wa3 + ws + wsl + wss + yg +end + +@enum State PA GA NC MI AZ WI NV + +struct Poll + biden_support::Float64 + trump_support::Float64 + sample_size::Int64 +end + + +@load "../objs/jul2_polls.bson" months + +months[aug1][AZ][ny2] = [Poll(49,45,677)] +months[aug1][AZ][tr] = [Poll(47,48,1000)] +months[aug1][GA][ny2] = [Poll(44,51,661)] +months[aug1][MI][tr] = [Poll(49,47,800)] +months[aug1][NC][cj] = [Poll(47,44,600)] +months[aug1][NV][tr] = [Poll(45,49,1000)] +months[aug1][NV][ny2] = [Poll(42,45,677)] +months[aug1][PA][ec2] = [Poll(47,47,1000)] +months[aug1][PA][tr] = [Poll(44,46,1000)] +months[aug1][PA][qi2] = [Poll(48,45,1738)] +months[aug1][WI][tr] = [Poll(48,49,800)] + + + + +# needs to be done manually rather than with include() +#@save "../objs/aug1_polls.bson" months + + diff --git a/_assets/scripts/mandelbrot.png b/_assets/scripts/mandelbrot.png new 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z>mr2ge_1pnkUjTyyR+j;{AoSF@mBMJc8b|s^w2zx;oy%5kqgpGG|mfL;$2v4c$3d0 z@#i?spcQn9lrWC-YbDD?3Yp_TQ8hlgpNfXvbOFbCD?V^GqHU7FFd(gK~@XM&+k|n$HN2qsG?bGg3!T*x{H!%F-dPO658p`T*5SsXeW&Lsu+5<~=1jeUy62rWk)u>yA}i84XsI%T(kz>qb "June", "jul" => "July", "jul2" => "July-post", - "aug" => "August", + "aug1" => "early August", + "aug2" => "late August", "sep" => "September", "oct" => "October") #------------------------------------------------------------------ diff --git a/az.md b/az.md index 3a9f433..252d456 100644 --- a/az.md +++ b/az.md @@ -2,17 +2,7 @@ title = "Arizona" +++ -* [July assessmenbt from beginning of Harris campaign](#July-assessment-from-beginning-of-Harris-campaign) -* [July assessment through end of Biden campaign](#July-assessment-through-end-of-Biden-xcampaign) -* [June assessment](#June-assessment) -* [May assessment](#may-assessment) -* [April assessment](#april-assessment) -* [March assessment](#march-assessment) -* [2020 election](#2020-election) -* [Scenarios](#scenarios) -* [State facts](#state-facts) -* [2022 demographics](#2022-demographics) -* [Terms](#terms) +\toc # Model results @@ -27,6 +17,37 @@ Assessments are based on three criteria. * **Historical**—fewer than 2.5% of the values in the credible interval are less than 2020 margin. * **Relaxed**—fewer than 2.5% of the values in the credible interval are less than 50.01% of the two candidate vote. +## August assessment before convention + +Harris wins under the *Relaxed* criterion. + +~~~ + + + + + + + + + + + + + + + + + + + + + + + +
    medianmeanmodeq025q975mcserhat
    0.50130.50130.50120.50070.50180.01.0001
    + +~~~ ## July assessment from beginning of Harris campaign Harris wins under the *Relaxed* criterion. diff --git a/extract_functions.sh b/extract_functions.sh new file mode 100755 index 0000000..bc7e23e --- /dev/null +++ b/extract_functions.sh @@ -0,0 +1,42 @@ +#!/bin/bash + +# Directory containing .jl files +directory="/Users/ro/projects/SwingWatch/_assets/scripts" + +# Output file to store extracted lines +output_file="output_file.txt" + +# Check if the directory exists +if [ ! -d "$directory" ]; then + echo "Directory does not exist: $directory" + exit 1 +fi + +# Empty the output file if it already exists +> "$output_file" + +# Function to extract lines from a file +extract_functions() { + local file="$1" + local in_function=0 + while IFS= read -r line; do + if [[ $line =~ ^function ]]; then + in_function=1 + echo "$line" >> "$output_file" + elif [[ $in_function -eq 1 && $line =~ end$ ]]; then + echo "$line" >> "$output_file" + echo "" >> "$output_file" # Add a newline for readability + in_function=0 + elif [[ $in_function -eq 1 ]]; then + echo "$line" >> "$output_file" + fi + done < "$file" +} + +# Export the function to be available in subshells +export -f extract_functions + +# Find .jl files and process each one +find "$directory" -type f -name '*.jl' -exec bash -c 'extract_functions "$0"' {} \; + +echo "Extraction complete. Output stored in: $output_file" diff --git a/ga.md b/ga.md index 68b1ade..f0a4dfa 100644 --- a/ga.md +++ b/ga.md @@ -2,19 +2,7 @@ title = "Georgia" +++ -* [July assessment from beginning of Harris campaign](#July-assessment-from-beginning-of-Harris-campaign) -* [July assessment through end of Biden campaign](#July-assessment-through-end-of-Biden-campaign) -* [June assessment](#june-assessment) -* [May assessment](#may-assessment) -* [April assessment](#april-assessment) -* [March assessment](#march-assessment) -* [2020 election](#2020-election) -* [Scenarios](#scenarios) -* [State facts](#state-facts) -* [2022 demographics](#2022-demographics) -* [Runoff rules](#runoff-rules) -* [Other news](#other-news) -* [Terms](#terms) +\toc In the 2020 election President Harris won 50.12% (0.5012) of the Electoral Electoral Electoral Electoral Electoral Votes cast for Harris or Trump in Georgia. This leaves out Electoral Electoral Electoral Electoral Electoral Votes for third-party candidates. Taking the actual Winner as a starting point, the model introduces some uncertainty into the Winner to create a range of outcomes for that election from 50.08% to 50.16%. Next, the Winners of each month's polling are factored in on a rolling basis. When the plot shows that more of the credible interval lies to the left of the 2020 margin it indicates that Harris is losing ground compared to the 2020 election Winners, taking the polls at face value. @@ -25,6 +13,38 @@ Assessments are based on three criteria. * **Historical**—fewer than 2.5% of the values in the credible interval are less than 2020 margin. * **Relaxed**—fewer than 2.5% of the values in the credible interval are less than 50.01% of the two candidate vote. +## August assessment before convention + +Harris wins under the *Relaxed* criterion. + +~~~ + + + + + + + + + + + + + + + + + + + + + + + +
    medianmeanmodeq025q975mcserhat
    0.5010.5010.5010.50050.50140.00.9999
    + + +~~~ ## July assessment from beginning of Harris campaign Harris wins under the *Relaxed* criterion. diff --git a/index.md b/index.md index 0bc86b6..cb01723 100644 --- a/index.md +++ b/index.md @@ -4,7 +4,7 @@ title = "Latest" ## Superseding event -Vice President Harris replaced President President as the nominee of the Democratic Party. The model has been revised to take into account the polls conducted in July prior to July 21, 2024 (when Biden withdrew) as the prior distribution, after introducing some variability to partially account for the added uncertainty introduced by the substitution +Vice President Harris replaced President Biden as the nominee of the Democratic Party. The model has been revised to take into account the polls conducted in July prior to July 21, 2024 (when Biden withdrew) as the prior distribution, after introducing some variability to partially account for the added uncertainty introduced by the substitution For polls conducted through the end of the month, the model will be updated and every fortnight thereafter. Consideration will also be given to reassessing swing states, depending on initial results. It is expected that most Blue and Red states will remain as such, but some swing states will move. diff --git a/mi.md b/mi.md index 7329316..d9626e3 100644 --- a/mi.md +++ b/mi.md @@ -2,17 +2,7 @@ title = "Michigan" +++ -* [July assessment from beginning of Harris campaign](#July-assessment-from-beginning-of-Harris-campaign) -* [July assessment through end of Biden campaign](#July-assessment-through-end-of-Biden-campaign) -* [June assessment](#june-assessment) -* [May assessment](#may-assessment) -* [April assessment](#april-assessment) -* [March assessment](#march-assessment) -* [2020 election](#2020-election) -* [Scenarios](#scenarios) -* [State facts](#state-facts) -* [2022 demographics](#2022-demographics) -* [Terms](#terms) +\toc # Model results @@ -26,6 +16,41 @@ Assessments are based on three criteria. * **Historical**—fewer than 2.5% of the values in the credible interval are less than 2020 margin. * **Relaxed**—fewer than 2.5% of the values in the credible interval are less than 50.01% of the two candidate vote. +## August assessment before convention + +Harris wins under the *Relaxed* criterion. + +~~~ + + + + + + + + + + + + + + + + + + + + + + + +
    medianmeanmodeq025q975mcserhat
    0.51390.51390.51360.51340.51430.01.0012
    + + +~~~ + + + ## July assessment from beginning of Harris campaign Harris wins under the *Relaxed criterion* diff --git a/nc.md b/nc.md index 7218a1e..dcfba69 100644 --- a/nc.md +++ b/nc.md @@ -2,16 +2,7 @@ title = "North Carolina" +++ -* [July assessment from beginning of Harris campaign](#July-assessment-from-beginning-of-Harris-campaign) -* [July assessment through end of Biden campaign](#July-assessment-through-end-of-Biden-campaign) -* [June assessment](#jun-assessment) -* [May assessment](#may-assessment) -* [April assessment](#april-assessment) -* [March assessment](#march-assessment) -* [2020 election](#2020-election) -* [Scenarios](#scenarios) -* [2022 demographics](#2022-demographics) -* [Terms](#terms) +\toc In the 2020 election President Biden won 49.32% (0.4942) of the votes cast for Biden or Trump in North Carolina. This leaves out votes for third-party candidates. Taking the actual result as a starting point, the model introduces some uncertainty into the result to create a range of outcomes for that election from 50.08% to 50.16%. Next, the results of each month's polling is factored in on a rolling basis. When the plot shows that more of the credible interval lies to the left of the 2020 margin it indicates that Harris is losing ground compared to the 2020 election results, taking the polls at face value. @@ -22,9 +13,41 @@ Assessments are based on three criteria. * **Historical**—fewer than 2.5% of the values in the credible interval are less than 2020 margin. * **Relaxed**—fewer than 2.5% of the values in the credible interval are less than 50.01% of the two candidate vote. +## August assessment before convention + +Trump wins under the *Historical* criterion. +~~~ + + + + + + + + + + + + + + + + + + + + + + + +
    medianmeanmodeq025q975mcserhat
    0.4930.4930.49310.49260.49340.01.0007
    + + +~~~ ## July assessment from beginning of Harris campaign -Harris wins under the *Relaxed criterion* +Trump wins under the *Historical* criterion. + ~~~ diff --git a/nv.md b/nv.md index b5596fe..6a1edd1 100644 --- a/nv.md +++ b/nv.md @@ -2,17 +2,7 @@ title = "Nevada" +++ -* [July assessment from beginning of Harris campaign](#July-assessment-from-beginning-of-Harris-campaign) -* [July assessment through end of Biden campaign](#July-assessment-through-end-of-Biden-campaign) -* [June assessment](#june-assessment) -* [May assessment](#may-assessment) -* [April assessment](#april-assessment) -* [March assessment](#march-assessment) -* [2020 election](#2020-election) -* [Scenarios](#scenarios) -* [State facts](#state-facts) -* [2022 demographics](#2022-demographics) -* [Terms](#terms) +\toc # Model Winners @@ -25,7 +15,8 @@ Assessments are based on three criteria. * **Historical**—fewer than 2.5% of the values in the credible interval are less than 2020 margin. * **Relaxed**—fewer than 2.5% of the values in the credible interval are less than 50.01% of the two candidate vote. -## July assessment from beginning of Harris campaign + +## August assessment before convention Harris wins under the *Relaxed criterion* @@ -42,6 +33,37 @@ Harris wins under the *Relaxed criterion* + + + + + + + + + + + +
    rhat
    0.51160.51160.51170.51080.51240.01.0003
    + +~~~ +## July assessment from beginning of Harris campaign + +Harris wins under the *Relaxed criterion* + +~~~ + + + + + + + + + + + +__ diff --git a/pa.md b/pa.md index 788b1d2..64464e2 100644 --- a/pa.md +++ b/pa.md @@ -2,17 +2,7 @@ title = "Pennsylvania" +++ -* [July assessment from beginning of Harris campaign](#July-assessment-from-beginning-of-Harris-campaign) -* [July assessment through end of Biden campaign](#July-assessment-through-end-of-Biden-campaign) -* [June assessment](#June-assessment) -* [May assessment](#may-assessment) -* [April assessment](#april-assessment) -* [March assessment](#march-assessment) -* [2020 election](#2020-election) -* [Scenarios](#scenarios) -* [State facts](#state-facts) -* [2022 demographics](#2022-demographics) -* [Terms](#terms) +\toc # Model results @@ -27,6 +17,39 @@ Assessments are based on three criteria. * **Historical**—fewer than 2.5% of the values in the credible interval are less than 2020 margin. * **Relaxed**—fewer than 2.5% of the values in the credible interval are less than 50.01% of the two candidate vote. +## August assessment before convention + +Harris wins under the *Relaxed* criterion. + +~~~ +
    medianmeanmodeq025q975mcserhat
    0.5117
    + + + + + + + + + + + + + + + + + + + + + + +
    medianmeanmodeq025q975mcserhat
    0.50570.50570.50550.50530.50610.01.0004
    + + +~~~ + ## July assessment from beginning of Harris campaign Harris wins under the *Relaxed criterion* diff --git a/sources.md b/sources.md index a7f18d7..bd09c01 100644 --- a/sources.md +++ b/sources.md @@ -49,6 +49,7 @@ df = CSV.read(IOBuffer(csv_data), DataFrame) - [Emerson College: conducted March](https://emersoncollegepolling.com/category/state-poll/) - [Emerson College: conducted July pre-Harris](https://docs.google.com/spreadsheets/d/1zJrIOcXtzIRkaa34BDkxoVe9HY3stwFc/edit?gid=1704598980#gid=1704598980) - [New York Times/Sienna: conducted May](https://www.nytimes.com/interactive/2024/05/13/us/elections/times-siena-poll-registered-voter-crosstabs.html) + - [Trafalger Group: conducted August](https://pollingplus.com/news/pollingplus-exclusive-top-two-presidential-cycle-pollsters-towery-and-cahaly-release-battleground-polls/) - [Wall Street Journal: conducted March ]((https://s.wsj.net/public/resources/documents/WSJ_Swing_States_Partial_March_2024.pdf)) - [YouGov: conducted July pre-Harris](https://ygo-assets-websites-editorial-emea.yougov.net/documents/Times_SAY24_20240712_state_poll_results.pdf) @@ -62,6 +63,7 @@ df = CSV.read(IOBuffer(csv_data), DataFrame) - [Fox News: conducted June](https://static.foxnews.com/foxnews.com/content/uploads/2024/06/Fox_June-1-4-2024_ARIZONA_Topline_June-6-Release.pdf) - [CBS: conducted May](https://www.scribd.com/document/733845819/cbsnews-20240519-AZ-1-SUN#1fullscreen=1) - [Nobel Predictive Insights: conducted May](https://www.scribd.com/document/733845819/cbsnews-20240519-AZ-1-SUN#1fullscreen=1) + - [New York Times: conducted August](https://www.nytimes.com/interactive/2024/08/17/us/elections/times-siena-poll-arizona-toplines.html) - [American Greatness: conducted June](https://cdn.amgreatness.com/app/uploads/2024/06/AZ-June-Toplines.pdf) - [Emerson College: conducted June](https://docs.google.com/spreadsheets/d/1vGeTKW3MRDR5dXHM2IjM8ORz7HOyP5Le/edit?gid=532631346#gid=532631346) - [Rasmussen Reports: conducted June](https://www.rasmussenreports.com/public_content/politics/public_surveys/crosstabs_2_arizona_june_2024) @@ -77,6 +79,7 @@ df = CSV.read(IOBuffer(csv_data), DataFrame) - [Marketing Resource Group: conducted April](https://www.realclearpolitics.com/docs/2024/michigan-poll-presidential-election-Press_Release.pdf) - [Mitchell Research and Communications: conducted March](https://www.realclearpolitics.com/docs/2024/Mitchell-MIRS_MI_Poll_Press_Release_-_Presidential_Race_12_NOON_3-20-24.pdf) - [Mitchell Research and Communications: conducted May](https://www.realclearpolitics.com/docs/2024/Mitchell-MIRS_MI_Poll_Press_Release_-_Presidential_Race_517_PM_5-27-24.pdf) + - [New York Times - conducted August](https://www.nytimes.com/interactive/2024/08/17/us/elections/times-siena-poll-georgia-toplines.html) - [Atlantic Journal Constitution: completed June](https://www.ajc.com/news/am-atl-poll-trump-edging-biden/2SN4MIOROZA4DFOFDNXE2CFCJU/) - [Quinnipiac University: conducted March](https://poll.qu.edu/poll-release?releaseid=3893) - [Quinnipiac University: conducted June](https://poll.qu.edu/images/polling/ga/ga06052024_ggwb04.pdf) @@ -86,19 +89,26 @@ df = CSV.read(IOBuffer(csv_data), DataFrame) - [Trafalger: conducted July pre-Harris](https://www.thetrafalgargroup.org/wp-content/uploads/2024/07/MI-Gen-Pres-Poll-Report-0718.pdf) * Pennsylvania - [CBS: conducted April](https://www.scribd.com/document/727318459/Cbsnews-20240428-PA-SUN) - - [Franklin & Marshall College Poll: conducted March](https://www.fandmpoll.org/franklin-marshall-poll-release-april-2024) + - [Emerson College: conducted August](https://emersoncollegepolling.com/pennsylvania-2024-poll-trump-49-harris-48/) + - [Franklin & Marshall College Poll: conducted +March](https://www.fandmpoll.org/franklin-marshall-poll-release-april-2024) - [Fox News: conducted after July 21](https://static.foxnews.com/foxnews.com/content/uploads/2024/07/Fox_July-22-24-2024_Pennsylvania_Topline_July-26-Release.pdf) - [American Greatness: conducted after July 21](https://cdn.amgreatness.com/app/uploads/2024/07/PA-July-Toplines.pdf) + - [Quinnipac: conducted August](https://poll.qu.edu/poll-release?releaseid=3902) +* Nevada + - [New York Times, conducted August](https://www.nytimes.com/interactive/2024/08/17/us/elections/times-siena-poll-nevada-toplines.html) * North Carolina - [High Point: conduct May](https://www.highpoint.edu/src/files/2023/08/103memo.pdf) - [Marist: conducted March ](https://maristpoll.marist.edu/wp-content/uploads/2024/03/Marist-Poll_North-Carolina-NOS-and-Tables_202403181357.pdf) - [Highpoint University: conducted March](https://www.highpoint.edu/src/files/2023/08/102memo.pdf) - [Highpoint University: conducted May](https://www.highpoint.edu/src/files/2023/08/103memo.pdf) - [Mason-Dixon: conducted April](https://thehill.com/homenews/campaign/4603458-trump-leads-biden-in-north-carolina-poll/) + - [North Carolina, conducted August](https://www.nytimes.com/interactive/2024/08/17/us/elections/times-siena-poll-north-carolina-toplines.html) - [Quinnipiac: conducted April](https://poll.qu.edu/images/polling/nc/nc04102024_ncaa99.pdf) - [WRAL: conducted March](https://wwwcache.wral.com/asset/news/state/nccapitol/2024/03/12/21325738/3247050-Poll_Report_-_PollPrint-DMID1-628w54pob.pdf) - [ECU: conducted June](https://surveyresearch-ecu.reportablenews.com/pr/trump-leads-biden-by-5-points-in-north-carolina-gubernatorial-election-remains-close-with-stein-up-1-on-robinson-trump-guilty-verdict-has-little-impact-on-nc-voter-intentions-for-november) - [Insider Advantage: conducted July pre-Harris](https://insideradvantage.com/top-line-cross-tabs-for-insideradvantage-az-nv-and-pa-july-15-16-surveys/) + - [Carolina Journal: conducted August](https://www.realclearpolitics.com/docs/2024/Carolina_Journal_NC_August.pdf) * Wisconsin - [CBS: conducted April](https://www.scribd.com/document/727319278/Cbsnews-20240428-WI-SUN) - [Fox News: conducted April](https://static.foxnews.com/foxnews.com/content/uploads/2024/04/b002d3b3-Fox_April-11-16-2024_WISCONSIN_Topline_April-18-Release.pdf) diff --git a/toc.md b/toc.md new file mode 100644 index 0000000..1fe3dbe --- /dev/null +++ b/toc.md @@ -0,0 +1,12 @@ +* [August assessment before convention](\reflink{August assessment before convention}) +* [July assessment from beginning of Harris campaign](\reflink{July assessment from beginning of Harris campaign}) +* [July assessment through end of Biden campaign](\reflink{July assessment through end of Biden campaign}) +* [June assessment](\reflink{June assessment}) +* [May assessment](\reflink{May assessment}) +* [April assessment](\reflink{April assessment}) +* [March assessment](\reflink{March assessment}) +* [2020 election](\reflink{2020 election}) +* [Scenarios](\reflink{Scenarios}) +* [State facts](\reflink{State facts}) +* [2022 demographics](\reflink{2022demographics}) +* [Terms](\reflink{Terms}) \ No newline at end of file diff --git a/wi.md b/wi.md index 2881070..0e30dde 100644 --- a/wi.md +++ b/wi.md @@ -2,26 +2,13 @@ title = "Wisconsin" +++ - -* [July assessment from beginning of Harris campaign](#July-assessment-from-beginning-of-Harris-campaign) -* [July assessment through end of Biden campaign](#July-assessment-through-end-of-Biden-campaign) -* [June assessment](#june-assessment) -* [May assessment](#may-assessment) -* [April assessment](#april-assessment) -* [March assessment](#march-assessment) -* [2020 election](#2020-election) -* [Scenarios](#scenarios) -* [Scenarios](#scenarios) -* [State facts](#state-facts) -* [2022 demographics](#2022-demographics) -* [Terms](#terms) +\toc # Model results In the 2020 election President Biden won 50.32% (0.5032) of the votes cast for Biden or Trump in Wisconsin. This leaves out votes for third-party candidates. Taking the actual result as a starting point, the model introduces some uncertainty into the result to create a range of outcomes for that election from 50.27% to 50.37%. Next, the results of each month's polling are factored in on a rolling basis. When the plot shows that more of the credible interval lies to the left of the 2020 margin it indicates that Harris is losing ground compared to the 2020 election results, taking the polls at face value. - Assessments are based on three criteria. * **Stringent**—Harris wins if all of the values in the credible interval (analogous to the confidence interval) are equal to or greater than his 2020 margin. @@ -29,6 +16,39 @@ Assessments are based on three criteria. * **Relaxed**—fewer than 2.5% of the values in the credible interval are less than 50.01% of the two candidate vote. +## August assessment before convention + +Harris wins under the *Relaxed* criterion. + +~~~ + + + + + + + + + + + + + + + + + + + + + + + +
    medianmeanmodeq025q975mcserhat
    0.5030.5030.5030.50250.50360.01.0
    + + +~~~ + ## July assessment from beginning of Harris campaign Harris wins under the *Relaxed criterion*

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