Quantifying Biden’s choices for running mate

Presumptive 2020 Democratic presidential nominee Joseph R. Biden Jr. stated in a May 27, 2020 interview he hoped to choose his vice-presidential running mate by August 1. In March, Biden definitively stated he would choose a woman to run with him. Meanwhile, a recent Morning Consult poll tested the relative strength of nine rumored candidates, finding that only three Senators even slightly boosted Biden’s electoral position: United States Senator (“Senator”) from Massachusetts Elizabeth Warren, California Senator Kamala Harris and Minnesota Senator Amy Klobuchar. The other six—Wisconsin Senator Tammy Baldwin, Nevada Senator Catherine Cortez Masto, former Georgia State House Minority Leader Stacey Abrams, Michigan Governor Gretchen Whitmer, New Mexico Governor Michelle Lujan Grisham and United States House of Representatives Member (“Representative”) from Florida Val Demings—all hurt Biden, albeit slightly. Notably, the first three Senators sought the 2020 Democratic presidential nomination, boosting their national profile in the process—and making it difficult to distinguish “actual” electoral boost from name recognition.

In the early summer of 2016, when it became clear former Secretary of State Hillary Clinton would be the Democratic presidential nominee that year, I built a Microsoft Excel spreadsheet listing 200 possible choices—including every current Senator, governor, Representative serving as party leader or Committee ranking member, mayor of one of the top 10 cities by population, or Cabinet member, as well as anyone who had served in that position within the last 10 years and a handful of other options. Virginia Senator Tim Kaine—who Clinton named her running mate on July 22, 2016—just edged out Klobuchar and former Labor Secretary Hilda Solis for the highest score.

Once it became clear Biden would be the nominee, meanwhile, I built an analogous spreadsheet. Along with every current and recent Senator, governor, big-city mayor and Cabinet official, I included all 89 women serving in the House as Democrats, as well as Abrams.

However, I excluded any woman who was:

  • Born outside of the United States, citing the “natural born citizen” requirement of Article II, Section 1 of the Constitution of the United States of America
  • Under the age of 35, citing the same requirements
  • From the state of Delaware, citing the requirement in Amendment XII that the vice president “shall not be an inhabitant of the same state as” the president.
  • A non-political figure such as media titan Oprah Winfrey or former First Lady Michelle Obama

My final list contained 123 candidates, including:

  • 80 current (79) or former (1) House members
  • 21 current (16) or former (5) Senators
  • 7 current (5) or former (2) governors
  • 9 former Cabinet officials
  • 4 mayors: former Houston, TX Mayor Annise Parker, as well as Atlanta, GA Mayor Keisha Lance Bottoms; San Francisco, CA Mayor London Breed and Chicago, IL Mayor Lori Lightfoot
  • Abrams and former presidential candidate Marianne Williamson

And here is a scene our younger daughter drew on the still-popular white board. This has nothing to do with Biden’s selection of a running mate; I just like it.

Nora Drawing May 2020


To assess the candidates for vice president, I examined three broad categories:

  1. Demographic balance
  2. Governmental experience
  3. Electoral strengths and weaknesses.

The first category is both symbolic—women of color overwhelmingly support the Democratic Party—and practical—this year’s vice-presidential nominee could well the next presidential nominee. It also acknowledges that Biden is a 77-year-old white man, meaning a much younger woman of color would provide the clearest contrast.

The second category speaks to the ability of the Vice President to assume the presidency at a moment’s notice, as stipulated in Amendment XXV. This is especially important in a Biden Administration, as Biden, who would be the oldest president of the United States, suffered two brain aneurysms in February 1988.

Finally, the third category stipulates that no presidential candidate should ever assume victory, so it is important for a running mate to increase the likelihood of such a victory by, for example, unifying the party or helping to win key voting blocs or regions.

Ideally, then, Biden’s running mate would be a younger woman of color with sufficient governmental experience who can enhance his chances of defeating President Donald J. Trump in November 2020. Or, at the very least, his running mate will not hurt Biden in any of these categories; above all else, a vice-presidential running mate should do no harm.

I calculated a score for each variable, as follows:

1. Demographic balance.

Age. To balance the fact Biden will be 78 years old on January 20, 2021, I created the following point system, using the somewhat-arbitrary “center point” age of 57 (20 years younger than Biden) and adjusting for someone being too young:

  • 35-46 (n=17): (57-Age)-2*(47-Age)
  • 47-66 (60): 57-Age
  • 67-76 (32): (57-Age)-3*(Age-67)
  • ≥77 (12): (57-Age)-5*(Age-67)

This measure penalizes being older—especially older than Biden—far more than it rewards being younger, and it ranges from 10 for 47-year-old Representative Jahana Hayes of Connecticut to -124 for 86-year-old California Senator Dianne Feinstein.

Race/Ethnicity. To balance the fact Biden is white, I assigned the following points:

  • White (n=77): -50
  • Asian (6): 25
  • Native American (2): 50
  • Latina (10): 75
  • Black (25): 90
  • Black and Asian (1): 100

Harris has a Jamaican father and an Indian mother.

Sexual orientation: I want to think sexual orientation does not matter—but I subtracted 25 points if a listed woman was openly lesbian (Baldwin, Lightfoot, Parker and Minnesota Representative Angela Craig) and 10 points if there were rumors (former Maryland Secretary Barbara Mikulski, former Secretary of Homeland Security Janet Napolitano).

TOTAL. The sum of these three measures ranges from -124 (Feinstein) to 102 (Harris)—literally the two Senators from California. The top 10 candidates in this category are listed in Table 1:

Table 1: Top 10 2020 Democratic Vice-Presidential candidates by Demographic Balance

Name Age Ethnicity Lesbian? TOTAL
California Senator Kamala Harris 55 Black/


No 102
Connecticut Representative Jahana Hayes 47 Black No 100
Former Georgia State House Minority Leader Stacey Abrams 46 Black No 99
Massachusetts Representative Ayana Pressley 46 Black No 99
San Francisco Mayor London Breed 45 Black No 98
Atlanta Mayor Keisha Lance Bottoms 50 Black No 97
New York Representative Yvette Clark 55 Black No 92
Alabama Representative Terri Sewell 55 Black No 92
Former National Security Advisor Susan Rice 55 Black No 92
Georgia Representative Lucy McBath 59 Black No 88
Former EPA Director Lisa P. Jackson, Jr. 59 Black No 88
Former Attorney General Loretta Lynch 61 Black No 88

The average value of this sum is -21.4, with a standard deviation (SD) of 71.1; the median is -47 (Florida Representative Kathy Castor, New York Senator Kirsten Gillibrand, Nevada Representative Susie Lee).

2. Governmental experience.

I calculated the number of years a candidate held each of these offices—Senate, governor, other statewide office (last 10 years only), House, Citywide office (last 10 years only), Cabinet—up to a maximum of 12 years, the equivalent of two Senate terms, to avoid overlapping with age too much. From this I subtracted the number of years since a candidate held that office. I assigned Abrams 1.75 years for her time as Minority Leader of the Georgia State House.

I weight experience as follows:

  • Senate = 5
  • Governor = 4
  • Other statewide office = 3
  • House = 2
  • Citywide office = 2
  • Cabinet = 1
  • Other (e., Abrams) = 1

This variable ranges from 0 for Williamson to 64 for New Hampshire Senator (and former Governor) Jeanne Shaheen. The top 10 candidates in this category are listed in Table 2:

Table 2: Top 10 2020 Democratic Vice-Presidential candidates by Governmental Experience

Name Office 1 Office 2 TOTAL
New Hampshire Senator Jeanne Shaheen Senator, 12 years Governor, 6 years (-5 for time since 2008) 64
New York Senator Kirsten Gillibrand Senator, 12 years None 60
Minnesota Senator Amy Klobuchar Senator, 14 years None 60
Washington Senator Maria Cantwell Senator, 20 years None 60
Washington Senator Patty Murray Senator, 28 years None 60
Michigan Senator Debbie Stabenow Senator, 20 years None 60
California Senator Dianne Feinstein Senator, 28 years None 60
Wisconsin Senator Tammy Baldwin Senator, 8 years House, 14 years (-8 years since 2012) 52
Former Missouri Senator Claire McCaskill Senator, 12 years (-2 years since 2018) None 50
Massachusetts Senator Elizabeth Warren Senator, 8 years Credit 1 year for Directing Consumer Financial Protection Bureau 41

The average of this weighted sum is 17.8 (SD=15.1); the median is 16 (14 women with 8 years in the House, including former 2020 Democratic presidential nomination candidate Tulsi Gabbard of Hawaii).

3. Electoral strengths and weaknesses.

For this category, I considered eight questions:

  1. Will she help Biden win a key state in the Electoral College?
  2. Does she lack foreign policy or national security experience?
  3. Will she provide ideological balance?
  4. Will her ascension to the Vice Presidency cost Democrats a Senate seat?
  5. Is she a Senator up for reelection in 2020?
  6. Did she run for president in 2020?
  7. Has she ever run for political office?
  8. Is she a first-term member of the House?

Swing state status. On average, a vice-presidential nominee adds 2-3 percentage points to the party’s margin in her/his home state. But for most states—ones that are reliably Democratic or Republican, for example—these extra points mean nothing. In fact, choosing a running mate from one of these states could be considered a lost opportunity.

Using the probability Biden wins a given state in the 2020 presidential election, I determined which states were most likely to be the “tipping point” states—the state that gets him to the necessary 270 Electoral votes (EV) when states are ranked from most to least Democratic.

There are 13 states, including Delaware and the District of Columbia, where Biden is at least a 99.7% favorite, and they total 175 EV. The 54 candidates from these states were assigned -10 points.

In three states—Maine, New Mexico and Oregon—Biden is a 97.6-97.7% favorite; these states total 16 EV, although Maine assigns one EV to each of its two Congressional districts (CD). Thus, while the four candidates from New Mexico and Oregon are assigned -5 points, the two from Maine are assigned 0, because the 2nd CD could be pivotal. This gets us to 191 EV.

In four states—Colorado, Michigan, Minnesota and Virginia—Biden is a 93.6-95.8% favorite; these states total 48 EV, for an overall total of 239. These states could possibly be the tipping point states, though that currently seems very unlikely. Thus, the 14 candidates from these states are assigned 0 points.

In three states—Nevada, New Hampshire and Pennsylvania—Biden is an 86.9-88.3% favorite; these states total 30 EV, for an overall total of 269. These are the first states that could reasonably be called tipping point states, thus the 11 candidates from these states are assigned 2 points.

The bottom line is that, RIGHT NOW, Biden is at least a 5-1 favorite in enough states to earn him 268 or 269 EV, depending on one CD in Maine.

The next most likely states for Biden are Wisconsin (78.8%, 10 EV) and Florida (71.1%, 29 EV), either of which would theoretically secure victory over President Donald J. Trump. Baldwin and Representative Gwen Moore could guarantee a victory in Wisconsin. Six House Members, including Demings, could guarantee a victory in Florida. These eight candidates each earn 10 points.

There are three states totaling 44 EV, meanwhile, where Biden is roughly a 2-1 favorite (64.8-66.0%): Arizona, North Carolina and Ohio. As they are marginally less likely tipping point states, the nine women from these states each earn 5 points.

Georgia’s 16 EV are close to a toss-up right now (42.7%), but it is even less likely to be a tipping point state. Still, Abrams and McBath each earn 3 points.

The next likeliest states for Biden to win are Iowa (24.8%; 6 EV) and Texas (17.8%; 38 EV). Representative Cindy Axne of Iowa gets 1 point, as do the six female House Members from Texas.

Finally, I gave McCaskill of Missouri (2.3%) -2 points and eight women from the 0-0-0.9% states of Alabama, Kansas, Louisiana, North Dakota, Oklahoma and West Virginia -3 points.

In other words, I deducted the most points for candidates hailing from states in which Biden is a near-certain winner and fewer points for hailing from reliably Republican states, while adding the most points for the likeliest tipping point states.

I then added one point for every state west of the Mississippi River, as no Democratic presidential or vice-presidential nominee has come from there, and I subtracted one point for being from the regionally-redundant states of New York, New Jersey, Pennsylvania and Maryland.

Foreign policy/national security. I deducted 2.5 points from the 17 candidates who never served in the Senate, House or in a Cabinet-level foreign policy/national security role.

Ideological balance. I assume Biden is in the ideological center of the Democratic Party.

For each member of the House and Senate since January 2017 FiveThirtyEight.com calculates how often that member has voted with President Trump when he has taken a clear public position. House Members vote far less often with Trump (average=13.3%) than Senators (30.2%). Female Senators with the lowest Trump scores are Gillibrand (12.4%), Warren (13.9%) and Harris (16.5%), while Arizona Senator Kyrsten Sinema and former North Dakota Senator Heidi Heitkamp each voted with Trump just over half the time.

Using this score as a proxy for ideology—with the added bonus of specifically reflecting opposition to Trump, I calculated how many SD above or below the mean each candidate is relative to their house of Congress; for the 20 women with no Trump scores, I estimated a score based upon age and state. I then assigned points as follows:

  • ≤-1.25 = 10
  • -1.00 to 1.24 = 7.5
  • -0.75 to -0.99 = 5
  • -0.50 to -0.74 = 2.5
  • -0.25 to -0.49 = 0
  • -0.01 to -0.24 = -1
  • 00 to 0.24 = -2
  • 25 to 0.49 = -3
  • 50 to 0.75 = -4
  • 75 to 0.99 = -5
  • 00 to 1.99 = -7.5
  • ≥2.00 = -10

Ultimately, I deducted more points for being (relatively) well to the right of Biden than for being ideologically similar, as the former would actually harm Biden’s chances to win over the party’s progressive base, while the latter is effectively “do no harm.”

Loss of Senate seats. The Democrats are currently at a 53-47 disadvantage in the Senate, though they have a solid chance of recapturing it in November. But this means that every Democratic Senate seat is vitally important.

I thus deducted 10 points from Senators Warren, Shaheen, Sinema and Maggie Hassan of New Hampshire because a Republican governor would appoint a replacement for each of them. I also deducted 2.5 points for Senators Baldwin, Cortez Masto and Jacky Rosen of Nevada because, while their home state governors are Democrats, there is a non-trivial chance Democrats could lose a special election in Wisconsin or Nevada. Finally, I deducted 10 points for the two female Democratic Senators facing reelection this year: Shaheen and Tina Smith of Minnesota; both are heavily favored to win reelection, keeping those seats in Democratic hands.

Other considerations. Running for the 2020 Democratic presidential nomination both exposed candidates to extreme public scrutiny and served as a rough test run for campaigning for vice president; I thus added 5 points to Gabbard, Gillibrand, Harris, Klobuchar, Warren and Williamson. Six former Cabinet officials (Burwell, Jackson, Lynch, former EPA Director Gina McCarthy, former Secretary of Commerce Penny Pritzker and Rice) have never run for any political office, let alone the vice presidency, so they each lost 10 points. And, given how hard Democrats worked to recapture the House in 2018, I deducted 5 points from each of the 28 female first-term Representatives.

TOTAL. This measure ranges from -21 for Rice, a Marylander who has never run for political office, to 16 for Arizona Representative Ann Kirkpatrick, whose Trump Score of 3.1% is the lowest of any woman in Congress. The top 10 candidates in this category are listed in Table 3:

Table 3: Top 10 2020 Democratic Vice-Presidential candidates by Electoral Strengths and Weaknesses

Name Strengths Weaknesses TOTAL
Arizona Representative Ann Kirkpatrick Tipping point state; low Trump Score None 16
Wisconsin Representative Gwen Moore Tipping point state None 12.5
Florida Representative Donna Shalala Tipping point state; low Trump Score First term 12.5
Former Florida Representative Corinne Brown Tipping point state None 12
Florida Representative Frederica Wilson Tipping point state First term 10
Florida Representative Debbie Wasserman-Schultz Tipping point state Ideologically similar to Biden 9
Florida Representative Val Demings Tipping point state Ideologically similar to Biden 8
Florida Representative Kathy Castor Tipping point state Ideologically similar to Biden 8
Florida Representative Lois Frankel Tipping point state Ideologically similar to Biden 8
Wisconsin Senator Tammy Baldwin Tipping point state Possible loss of Senate seat 7.5

The average of this sum is -4.5, (SD=7.6); the median is -6 (Representatives Suzanne Bonamici of Oregon, Clarke, Nydia Velasquez of California, Bonnie Watson Coleman of New Jersey).


That these three sums measure somewhat distinct criteria can be seen in their Pearson correlations:

  • Demographic balance / Governmental experience                         -0.31
  • Governmental experience/ Electoral strengths and weaknesses -0.08
  • Demographic balance / Electoral strengths and weaknesses         0.13

It is thus not surprising that only six women—Senators Cortez Masto and Harris, and Representatives Marcia Fudge of Ohio, Barbara Lee of California, Sheila Jackson Lee of Texas and Moore—have above average scores in all three categories. Harris, in fact, comes closest to being at least 1 SD above the mean in all three categories, being +1.74 SD on Demographic Balance, +0.94 SD on Governmental Experience and +1.0 SD on Electoral Strengths and Weaknesses.

Indeed, when you convert each category sum to a z-score—number of SD above or below the mean—then sum them into an Initial Score, Harris ranks second, at 3.72, behind Moore at 3.95, with Brown (3.53), Gillibrand (3.52) and Klobuchar (3.47) rounding out the top five. Based upon the correlation of this initial sum with the three categories, it is slightly more associated with Electoral Strengths and Weaknesses (r=0.66) than with Demographic Balance (0.53) or Governmental Experience (0.40).

However, I adjusted these scores one final time, by adding up to 1 point or subtracting up to 10 points (Brown, for her 2017 conviction for fraud). Thus, I added 1 point to Warren, and 0.5 points each to Harris and Klobuchar, for Morning Consult poll performance. Similarly, Cortez Masto, Baldwin, Demings, Lujan Grisham and Whitmer each lose 0.5 points for their Morning Consult poll performance. That said, I added back 0.5 points to Demings for her service as Orlando Chief of Police because a woman of color serving in law enforcement could play well in the current climate. Speaking of criminality, I deducted 3 points from Moore for a tire-slashing incident involving her son and 2 points from Fudge for remarks she made about a serious domestic violence incident.

Other large deductions were:

It is not clear how the impeachment of President Trump will play in the election, but on the theory it is slightly more likely to rile Trump voters than inspire Biden voters, I deducted 0.5 points from Demings, as well as Texas Representative Sylvia Garza and California Zoe Lofgren, who served as House Managers during the Senate trial.

Other deductions include 1 point each from Gillibrand for a seeming inauthenticity in her ideology, from California Representative Norma Torres for controversial remarks on the House floor, from Lynch for her questionable tarmac meeting with former President Bill Clinton, from Gabbard for being generally disliked within the Democratic Party, from New York Representative Kathleen Rice for being a former Republican and from Whitmer for an ill-timed “joke” her husband made.

The Final Score is correlated 0.69 with the Initial Score, with an average of -0.40 (SD=1.63); the median is -0.453 (Michigan Representative Debbie Dingell and Parker). Only 24 of the 121 potential 2020 Democratic vice-presidential candidates had Final Scores of 1.00 of higher, as Table 4 shows.

Table 4: Top 2020 Democratic Vice-Presidential candidates by Final Score

Name Strengths Weaknesses TOTAL
California Senator Kamala Harris Black/Asian; 55;

Ran for president;

To left of Biden;

Popular with base


Only 4 years in Senate

Wisconsin Senator Tammy Baldwin Wisconsin;


8 years in Senate/14 years in House


Lesbian; Possible loss of Senate seat; Ideologically similar to Biden

New York Senator Kirsten Gillibrand 53;

12 years in Senate;

Well to left of Biden;

Ran for president


New York; Disappointing presidential run; Suspected inauthenticity

Florida Representative Frederica Wilson Black;


10 years in House

78 2.52
Michigan Senator Debbie Stabenow Michigan;

20 years in Senate



Slightly to right of Biden

Ohio Representative Joyce Beatty Black;



Ideologically similar to Biden

Florida Representative Val Demings Black;


Florida; Orlando Chief of Police

OnIy four years in House; Ideologically similar to Biden 2.07
North Carolina Representative Alma Adams Black;

North Carolina


Ideologically similar to Biden

New York Representative Yvette Clark Black;


12 years in House;

Left of Biden

New York 1.77
Former Georgia State House Minority Leader Stacey Abrams Black;


Georgia; Progressive reputation

No foreign policy or national security experience;

No office higher than state House

Massachusetts Senator Elizabeth Warren Strong progressive; Ran for president; Very popular with party base;

8 years in Senate



Loss of Senate seat; Massachusetts

Washington Senator Maria Cantwell 61;

20 years in Senate

White; Washington; Similar to Biden ideologically 1.73
Florida Representative Kathy Castor  Florida;


14 years in House


Slightly to right of Biden

Atlanta Mayor Keisha Lance Bottoms Black;



No foreign policy or national security experience;

Never run statewise

Georgia Representative Lucy McBath  Black;



Left of Biden

First-term House Member 1.57
Texas Representative Veronica Escobar Latina;



Left of Biden

First-term House Member 1.56
California Representative Barbara Lee Black;

21 years in House;

Left of Biden



Washington Senator Patty Murray 28 years in Senate White; Washington;


Michigan Representative Brenda Lawrence Black; Michigan;


Ideologically similar to Biden 1.49
New York Representative Nydia Velasquez Latina;

28 years in House

New York;


Alabama Representative Terri Sewell Black;


10 years in House

Alabama; Slightly right of Biden 1.38
California Representative Linda Sanchez Latina;


14 years in House

California 1.23
Former Secretary of Labor Hilda Solis Latina;



Out of federal office since 2013

California Representative Karen Bass Black;


California 1.02

This list includes 14 current House Members, seven Senators, a current mayor, a former Cabinet Secretary (Solis) and Abrams. Thirteen are Black, seven are White and four are Latina. Five are from California; three are from Florida, Georgia and New York; and two are from Michigan and Washington. Fifteen are between the ages of 46 and 66, while three are older than 70. Only seven are ideologically to the left of Biden, though only three are (slightly) to the right of Biden.

If you eliminate the three House Members over 70, the two first-term House Members, the two white women slightly to the right of Biden, as well as 66-year-old Karen Bass of California, 67-year-old Nydia Velasquez of New York and 69-year-old Patty Murray of Washington, you are left with 15luja solid candidates:

14. Former Labor Secretary Hilda Solis

13. California Representative Linda Sanchez

12. Alabama Representative Terri Sewell

11. Michigan Representative Brenda Lawrence

         10. Atlanta Mayor Keisha Lance Bottoms

9. Washington Senator Maria Cantwell

8. Massachusetts Senator Elizabeth Warren

7. Former Georgia State House Minority Leader Stacey Abrams

6.  New York Representative Yvette Clark

5. Florida Representative Val Demings

4. Ohio Representative Joyce Beatty

3. New York Senator Kirsten Gillibrand

2. Wisconsin Senator Tammy Baldwin

1. California Senator Kamala Harris

Really, however, one choice jumps out from all the rest: Harris, the 55-year-old, Black/Asian progressive-voting Senator who ran a solid race for president, is broadly popular with the Democratic Party and has a wealth of criminal justice experience. Were she not from reliably-Democratic California—which, at the same time, would not cost Democrats a Senate seat—and had at least one full Senate term under her belt, she would be THE obvious choice.

That said, there are a number of excellent choices Biden could make, including familiar names like Warren, Abrams, Demings, Gillibrand and Baldwin, as well as sleeper choices like brilliant, black, 55-year-old, five-term Representative Terri Sewell of Alabama.

Meanwhile, consider who did not make this final cut—Klobuchar (0.97), Cortez Masto (0.50), Lujan Grisham (-0.09) and Whitmer (-1.80). It is unlikely any of these four women makes Biden’s short list; although reports suggest Lujan Grisham remains a leading contender, along with Atlanta Mayor Keisha Lance Bottoms, Demings, Harris, Former National Security Advisor Susan Rice and Warren.

Please feel free to quibble with my categories and/or assignation of points; I admit up front that much of the latter was arbitrary. With all that, however, Harris still comes out the best choice, by far, whatever way you choose to quantify and aggregate strengths and weaknesses.

Until next time…please stay safe and healthy…

Biden vs. Trump: The view from six months out

A note to readers: I have temporarily stopped writing “dispatches” about how my wife Nell, our two daughters and I cope with social distancing and the closure of Massachusetts schools through the end of the 2019-20 school year because they started to feel repetitive. When and if that changes, I will resume dispatching.


As I write this, it is exactly six months until the 2020 United States (U.S.) presidential election, which will conclude on November 3, 2020. On April 8, 2020, U.S. Senator from Vermont Bernie Sanders announced he was suspending his campaign for the 2020 Democratic presidential nomination, making former Vice President Joseph R. Biden, Jr. the presumptive nominee against incumbent Republican president Donald J. Trump.

Using all publicly-available polls of the presidential election—both nationally and at the state level, recognizing presidential elections are determined by the Electoral College—conducted since January 1, 2019, I have been tracking the relative performance of contenders for the 2020 Democratic nomination against Trump. When given the choice, I used polls of likely voters over those of registered voters, and the latter over polls of adults only; I also used polls including such possible third-party candidates as former Starbucks CEO Howard Schultz and U.S. House of Representatives Member Justin Amash of Michigan. Table 1 lists the number of national polls conducted each month for both candidates based upon the midpoint of the poll’s field dates; some polls were actually conducted in two months.

Table 1: Number of National Polls Assessing Hypothetical 2020 Match-ups Between Biden/Sanders and Trump by Month

Month Biden Sanders
January 2019 1 1
February 2019 4 3
March 2019 7 6
April 2019 6 6
May2019 7 5
June 2019 10 9
July 2019 8 7
August 2019 8 8
September 2019 15 11
October 2019 18 13
November 2019 8 4
December 2019 14 9
January 2020 20 17
February 2020 23 21
March 2020 33 23
April 2020 41 3
TOTAL 223 146

Just seven of 41 total pollsters (average grade: B-/B) account for 54% of Biden versus Trump polls; the values are similar for Sanders:

  • IBD/TIPP (A/B), 10 polls
  • Fox News (A-), 13 polls
  • Harris X (C+), 13 polls
  • Emerson College (B+), 18 polls
  • Ipsos (B-), 18 polls
  • Morning Consult (B/C), 22 polls
  • YouGov (B-), 36 polls

Figure 1, meanwhile, shows how Biden and Sanders fared monthly against the president, using my weighted-adjusted polling averages, or WAPA. Basically, I use data published by FiveThirtyEight.com to adjust each poll for partisan lean (tendency of a pollster to err more Democratic or Republican than other pollsters in analogous races) and overall quality (using the letter grade assigned by FiveThirtyEight.com). I also weight more recent polls—again using field midpoint—higher, using the ratio of the number of days since January 1, 2019 and the total number of days between January 1, 2019 and November 3, 2020. Finally, I average two different versions of WAPA: one treating polls by the same pollsters as statistically independent values, and one which treats all polls by the same pollster as a single value; differences between estimates are generally negligible.

Figure 1: Monthly weighted-adjusted average margins for Biden and Sanders versus Trump since January 2019Biden and Sanders v Trump since Jan 2019

Only one national poll assessing hypothetical matchups between Biden or Sanders and Trump was conducted in January 2019, so I combined them with the four and three, respectively, from February 2019 to generate Figure 1. Biden and Sanders have consistently led Trump in head-to-head matchups, never dropping below Sanders’ 2.0 percentage point (“points”) lead in December 2019. Through September 2019, Biden’s margin was typically three-to-four points higher, though Sanders still led Trump by 4.3 points on average, versus 7.8 points for Biden. From October 2019 through February 2020, though, the two men fared equally well versus Trump, with Biden ahead an average 5.4 points and Sanders ahead 4.9 points. Once Biden’s nomination began to become clear in March 2020, however, Biden again began to fare better versus Trump than Sanders, averaging a 5.7-point-lead to Sanders’ 3.4-point lead. Overall, Biden has a 6.1-point lead over Trump, not meaningfully different than his lead over the last two months; Sanders exited the race with an overall national lead of 4.3 points versus Trump, though that lead had begun to drop slightly over the last two months.


Again, however, presidential elections are actually fought across all 50 states and the District of Columbia (“DC”), with the plurality winner in each state/DC winning every electoral vote (“EV”) from that state.

To that end, Table 2 lists the number of polls conducted within each state since January 1, 2019 of hypothetical matchups between Biden/Sanders and Trump, plus that state’s 3W-RDM, an estimate of much more or less Democratic than the nation a state tends to vote; 11 states[1] and DC have not yet been polled. 

Table 2: Number of state-level polls assessing hypothetical 2020 matchups between Biden/Sanders and Trump since January 1, 2019

State 3W-RDM Biden Sanders
Michigan 2.2 33 23
Wisconsin 0.7 30 26
Texas -15.3 27 21
North Carolina -6.0 23 16
Pennsylvania -0.4 23 17
Florida -3.4 19 11
Arizona -9.7 17 14
California 23.2 14 13
New Hampshire 0.1 10 10
Iowa -4.7 9 8
Georgia -9.6 8 6
Ohio -5.8 7 6
Virginia 1.5 7 6
Nevada 2.0 6 6
Utah -33.1 5 3
South Carolina -15.7 4 4
Maine 5.9 4 3
North Dakota -29.4 4 2
Washington 12.1 4 3
Missouri -15.9 4 3
Connecticut 12.8 4 4
New York 21.6 3 1
Colorado 2.2 3 2
Kentucky -28.7 2 1
Montana -18.6 2 2
New Mexico 6.5 2 1
Alabama -28.4 2 2
Kansas -23.4 2 2
Oklahoma -38.1 2 2
New Jersey 12.0 2 1
Mississippi -18.5 2 1
Minnesota 1.5 1 1
Massachusetts 22.1 1 1
Alaska -19.2 1 1
West Virginia -35.5 1 1
Delaware 12.5 1 1
Tennessee -25.8 1 1
Maryland 22.6 1 1
Indiana -16.3 1 0
TOTAL D-6.2 292 227

It is not surprising that eight of the 14 most-polled states thus far are “swing” states, those with 3W-RDM between -5.0 and +5.0, including the four closest states won by Trump in  2016: Florida (19 Biden, 11 Sanders), Pennsylvania (23, 17), Wisconsin (30,26) and Michigan (33,23). In fact, the Pearson correlation between the absolute value of a state’s 3W-RDM and the number of times it has been polled for the 2020 presidential election is -0.47 for Biden and -0.48 for Sanders, meaning the closer a state is to the national average (i.e., a pure toss-up in a dead-even national race), the more often it has been polled. Also highly-polled are large states like California and Texas, red-drifting states like Ohio and Iowa, and emerging Democratic opportunities like Arizona, Georgia and North Carolina. 

While U.S. presidential elections are decided on a state-by-state basis, though, national averages are still important. Combined with 3W-RDM, they provide the “expected Democratic-minus-Republican margin” in each state in 2020, all else being equal. Comparing polling averages to this expected value tells us where Biden may currently be under- or over-performing, or which states have drifted Democratic or Republican since 2016.

For example, Biden leads Trump overall by 6.1 points. North Carolina has recently been about 6.0 points less Democratic than the nation as a whole. Adding those two values together (6.1 – 6.0 = +0.1) yields an expected photo-finish in North Carolina in 2020. However, Biden leads Trump by a mean 2.2 points in 23 polls thus far in North Carolina, meaning Biden is “outperforming” expectations there by about 2.1 points.

This could mean any or all of three things:

  1. WAPA is the more accurate reflection of the November election and either
    1. North Carolina has drifted about two points toward the Democrats since 2016, or
    2. The true “expected value” is somewhere between Trump winning by 5.3 points and Biden winning by 5.5 points, based upon an average 3W-RDM error margin of 5.4 points in recent elections.
  2. The “expected” value is the more accurate reflection, and Republican-leaning voters will drift back toward Trump over the next six months, making North Carolina nail-bitingly close on election day.

Table 3 lists every state’s expected value and WAPA; for ease of presentation, I include Biden-Trump values only.

Table 3: Expected and actual polling margins for Biden over Trump in each state in November 2020

State 3W-RDM Expected WAPA WAPA-Expected
DC 82.0 88.2    
Hawaii 34.3 40.4    
Vermont 27.7 33.8    
California 23.2 29.3 27.1 -2.2
Maryland 22.6 28.7 25.0 -3.7
Massachusetts 22.1 28.2 38.0 9.8
New York 21.6 27.7 27.9 0.2
Rhode Island 18.0 24.1    
Illinois 14.7 20.8    
Connecticut 12.8 18.9 16.9 -2.0
Delaware 12.5 18.6 16.4 -2.2
Washington 12.1 18.2 19.8 1.6
New Jersey 12.0 18.1 16.1 -2.0
Oregon 8.7 14.8    
New Mexico 6.5 12.6 10.4 -2.2
Maine 5.9 12.0 9.2 -2.8
Michigan 2.2 8.4 5.9 -2.5
Colorado 2.2 8.3 6.9 -1.4
Nevada 2.0 8.1 3.5 -4.6
Minnesota 1.5 7.6 12.7 5.1
Virginia 1.5 7.6 7.8 0.2
Wisconsin 0.7 6.8 1.7 -5.1
New Hampshire 0.1 6.2 4.5 -1.7
Pennsylvania -0.4 5.7 4.2 -1.5
Florida -3.4 2.7 1.9 -0.9
Iowa -4.7 1.4 -3.5 -4.9
Ohio -5.8 0.3 3.0 2.7
North Carolina -6.0 0.1 2.2 2.1
Georgia -9.6 -3.4 -0.3 3.2
Arizona -9.7 -3.6 2.0 5.6
Texas -15.3 -9.1 -2.0 7.2
South Carolina -15.7 -9.6 -9.6 0.0
Missouri -15.9 -9.8 -8.6 1.3
Indiana -16.3 -10.2 -14.1 -3.9
Mississippi -18.5 -12.4 -12.9 -0.5
Montana -18.6 -12.5 -16.0 -3.5
Alaska -19.2 -13.0 -4.2 8.8
Louisiana -22.2 -16.1    
Kansas -23.4 -17.3 -11.2 6.1
Nebraska -25.8 -19.7    
South Dakota -25.8 -19.7    
Tennessee -25.8 -19.7 -15.3 4.4
Arkansas -28.2 -22.1    
Alabama -28.4 -22.3 -19.6 2.7
Kentucky -28.7 -22.6 -15.9 6.7
North Dakota -29.4 -23.3 -20.6 2.7
Utah -33.1 -27.0 -12.3 14.7
Idaho -34.2 -28.1    
West Virginia -35.5 -29.3 -34.0 -4.7
Oklahoma -38.1 -32.0 -26.1 5.9
Wyoming -45.7 -39.6    
Average D-6.4 Trump+0.05* Biden+0.9 +1.0

        * Only for the 39 states with both measures

The correlation between the expected margin and WAPA is a very-reassuring +0.96, meaning the polling is broadly in line with the underlying “fundamentals” of the election. Still, Biden is polling ahead of those fundamentals by an average of about one percentage point, meaning the state-level polling as a whole is even better for Biden than his already-solid national polling.

Nonetheless, there are clearly states where Biden is underperforming expectations, including the vital and heavily-polled state of Wisconsin. While Biden leads there by about 1.7 points overall, he “should” be ahead there by about 6.8 points. Moreover, he is trailing by about 3.5 points in nearby Iowa, even though Biden “should” be ahead by about 1.4 points. And while Biden leads Trump by about 3.5 points in Nevada, that is 4.6 points below what the fundamentals suggest.

The story is similar, but more narrowly so, in the key states of Michigan, Pennsylvania, New Hampshire and Florida: Biden leads Trump in these states by an average of 4.1 points, though he “should” lead by an average of 5.8 points, a mean “underperformance” of 1.7 points.

Moreover, there appears to be something of a partisan split in Biden’s over-and under-performance: in the 10 states with both measures and 3W-RDM≥5.0, Biden is underperforming by 0.3 points, on average, though once you remove the single poll of Massachusetts, that jumps to -1.6 points. At the same time, in the analogous 20 Republican states with 3W-RDM≤5.0, Biden is overperforming by 3.2 points, though that drops to 2.6 with the massive outlier of Utah removed.

Let me again stress, however, that there is a lot of “wobble” in the “expected margins,” as well as in the polling averages—especially given that most states have seen very little recent polling. All of this “over- and underperforming” may simply be statistical noise, as we try to read too much into highly stochastic data.

Still, the two values are sufficiently closely aligned to combine them into a single, six-months-out estimate of Biden’s margin over Trump on November 3, 2020, based upon the assumption polls become more predictive as an election gets closer:

  1. Arbitrarily assign expected value and WAPA equal weight as of January 1, 2020.
  2. If the most recent poll in a state was conducted more than 100 days prior to January 1, 2020, WAPA is weighted just 10%. This only applies to Massachusetts, Alaska and Kentucky, with Minnesota the only other state whose most recent poll was conducted in 2019.
  3. WAPA weight increases, by day, with proximity to November 3, 2020.

At the same time, I introduced a probabilistic element into these estimates—rough calculations of how likely Biden is to win the EV from each state, assuming such likelihood is distributed normally:

  1. For expected margins, I used a mean of estimate-0.8 and a standard error of 7.1[2]
  2. For WAPA, I used a standard error of 3.0, roughly the margin of error in most quality polls.
  3. Overall probability Biden wins a state’s EV calculated the same as for predicted final margin

While the means and standard errors are somewhat arbitrary, albeit broadly defensible, the final EV probabilities shown in Table 4 are in line with what other forecasters are saying.

Table 4: Estimated final state margins and probability of winning EV, Biden vs. Trump, November 2020

State EV P(EV): Expected P(EV):




Predicted Margin
DC 3 100.0%   100.0% 88.2
Hawaii 4 100.0%   100.0% 40.4
Vermont 3 100.0%   100.0% 33.8
California 55 100.0% 100.0% 100.0% 27.9
Maryland 10 100.0% 100.0% 100.0% 26.6
Massachusetts 11 100.0% 100.0% 100.0% 29.2
New York 29 100.0% 100.0% 100.0% 27.8
Rhode Island 4 99.9%   99.9% 24.1
Illinois 20 99.8%   99.8% 20.8
Connecticut 7 99.5% 100.0% 99.8% 17.9
Delaware 3 99.4% 100.0% 99.7% 17.5
Washington 12 99.3% 100.0% 99.8% 19.0
New Jersey 14 99.2% 100.0% 99.7% 17.1
Oregon 7 97.6%   97.6% 14.8
New Mexico 5 95.2% 100.0% 97.6% 11.5
Maine 4 94.3% 99.9% 97.7% 10.3
Michigan 16 85.6% 97.5% 93.9% 6.6
Colorado 9 85.5% 99.0% 93.3% 7.5
Nevada 6 84.8% 88.0% 86.7% 5.4
Minnesota 10 83.1% 100.0% 89.4% 9.5
Virginia 13 83.0% 99.5% 93.7% 7.7
Wisconsin 10 80.2% 71.5% 74.3% 3.3
New Hampshire 4 77.7% 93.2% 88.4% 5.0
Pennsylvania 20 75.6% 92.0% 86.9% 4.7
Florida 29 60.7% 73.5% 69.4% 2.2
Iowa 6 53.3% 12.0% 28.4% -1.6
Ohio 18 47.1% 84.1% 72.5% 2.1
North Carolina 15 46.1% 76.5% 67.2% 1.5
Georgia 16 27.5% 46.3% 40.5% -1.3
Arizona 11 26.8% 75.1% 58.7% 0.1
Texas 38 8.1% 25.5% 20.1% -4.2
South Carolina 9 7.2% 0.1% 3.0% -9.6
Missouri 10 6.7% 0.2% 2.9% -9.1
Indiana 11 6.1% 0.0% 2.0% -12.8
Mississippi 6 3.2% 0.0% 1.3% -12.7
Montana 3 3.1% 0.0% 1.3% -14.5
Alaska 3 2.6% 8.1% 3.1% -12.2
Louisiana 8 0.9%   0.9% -16.1
Kansas 6 0.5% 0.0% 0.2% -14.3
Nebraska 5 0.2%   0.2% -19.7
South Dakota 3 0.2%   0.2% -19.7
Tennessee 11 0.2% 0.0% 0.1% -17.5
Arkansas 6 0.1%   0.1% -22.1
Alabama 9 0.1% 0.0% 0.0% -20.9
Kentucky 8 0.0% 0.0% 0.0% -21.9
North Dakota 3 0.0% 0.0% 0.0% -21.6
Utah 6 0.0% 0.0% 0.0% -17.1
Idaho 4 0.0%   0.0% -28.1
West Virginia 5 0.0% 0.0% 0.0% -31.7
Oklahoma 7 0.0% 0.0% 0.0% -29.0
Wyoming 3 0.0% -39.6 0.0% -39.6

Six months before election day 2020, and with all of the caveats about what voting will even look like during a pandemic, Biden is clearly in a commanding position to be elected the 46th president of the United States.

  • He is projected to win by at least 3.3 points in enough states to get him to 279 EV, or 278 depending on what happens in Maine, which, along with Nebraska, allocates two EV to the statewide winner and one each to the winner of its Congressional districts.
    • He has narrower leads in Florida, Ohio and North Carolina, which combine for 62 EV, increasing his total to 340 or 341.
    • Arizona’s 11 EV are balanced on a knife’s edge.
  • He is favored at least 86% in enough states to get him to 268 or 269 EV
    • He would then need to win ONLY ONE of Wisconsin (74.3%), Ohio (72.5%), Florida (69.4%) or North Carolina (67.2%) to win the presidency. Assuming Biden’s chances of winning each state are statistically independent from each other (a lousy assumption), he has about a 99% chance of winning AT LEAST one of these states.
  • He has at least a 58% chance in enough states to earn him 351 or 352 EV, at least 81 more than required.
  • And if things truly break Biden’s way, he has a 40.5% chance to win the 16 EV in Georgia, a 28.4% to win the 6 EV in Iowa, and a 20.1% chance to win the 38 EV of Texas, upping his total to 411-413 EV, depending on what happens in the 2nd Congressional district of Nebraska, which allocates its EV the same as Maine.

Using the simplistic—perhaps even simple-minded—method of multiplying Biden’s probability of winning each state by its EV and summing yields a “projected” EV total of 335.2, fairly close to the 341 generated by taking the 232 EV won by Hillary Clinton in 2016, adding Michigan and Pennsylvania to get to 268, then adding Wisconsin, Florida, Ohio and North Carolina (and the last EV in Maine).

This lead looks even more robust when you make either of two reasonable assumptions:

All polls are overestimating Biden’s margins by 3.0 points.

In this scenario, Biden’s projected EV drops to 286, still 16 more than required. He would be favored at least 80% to win in enough states to win 239 EV, though he would be favored by at least 64% in three states totaling 30 EV, putting him on the doorstep. He would then have to win one of Wisconsin or Ohio, at 44% each; he would have about a 69% chance to do so.

The point is, even if the polls are consistently off by this much, Biden would still be roughly even money to win the presidency. That said, Biden would still be winning by 3.1 points nationally, demonstrating the current Republican bias in the Electoral College.

All polls are underestimating Biden’s margins by 3.0 points.

In this scenario, Biden’s projected EV are a landslide-level 373.7, more than 100 more than necessary. He would be favored at least 80% to win enough states to earn 341 EV, while being a 77.3% favorite in Arizona and a 69.8% favorite in Georgia, for a total of 368 EV. Adding in the states where Biden would be roughly even money—Iowa and Texas—gets us once again to 412.

This appears to be Biden’s upper limit, as even in this scenario where he is wining nationally by 9.1 points, he is no more than 9% favored to win any additional states.

Now, none of this is to say Biden is guaranteed to be the next president of the United States; it would be monumentally foolish for me to conclude that this far from the election, particularly if Amash earns more than, say, three points in the national popular vote. I am simply noting that all indications point very strongly in that direction, based on the data we have right now.

Until next time…please stay safe and healthy…

[1] Hawaii, Vermont, Rhode Island, Illinois, Oregon, Louisiana, Nebraska, South Dakota, Arkansas, Idaho, Wyoming

[2] The former value is the mean arithmetic difference between “expected” and actual D-R margins across 153 state-level contests in 2008, 2012 and 2016, while the latter value is the standard deviation of these values. I recognize this is not a standard error. However, using the value 13.6—the range of values covering 95% of all values divided by 1.96, the final EV projection changes by only 1.0

Dispatches from Brookline: Home Schooling and Social Distancing X

I have described elsewhere how my wife Nell, our two daughters—one in 4th grade and one in 6th grade—and I were already coping with social distancing and the closure of the public schools in Brookline, Massachusetts until at least May 4, 2020. Besides staying inside as much as possible, we converted our dining room into a functioning classroom complete with workbooks, flip charts and a very popular white board.


I neglected to mention—having forgotten all about it—a call I received on Tuesday. One that I received on my iPhone, Nell received on her iPhone, and we received on our landline.

I listened to the voicemail the woman calling had left me and decided it was not urgent.

The same person called me again on the morning of Wednesday, April 8, 2020.

When I went to bed the previous, err, night, I was wicked excited for what I had planned to teach our daughters Wednesday afternoon. And I was still excited when I awoke that, err, morning. Sleepy, but excited.

Once I had gone downstairs, however, I thought I should call back the woman who had called three of our phone numbers four total times in two days before lugging my desktop computer into the classroom.

As I have written elsewhere, my older sister Mindy has had severe mental disabilities since birth. In December 1974, she entered the Woodhaven facility in northeast Philadelphia; she has lived there ever since. I became Mindy’s legal guardian after our mother died in March 2004.

The woman trying so hard to reach me was calling from Woodhaven. I had concluded from her initial voice mail she was simply calling every resident parent and guardian to provide an update on how Woodhaven was dealing with the novel coronavirus pandemic. But her persistence swayed me, and I called her back.

What I learned is that Mindy, who is 58 and has numerous comorbid conditions, has tested positive for the novel coronavirus. For now, her symptoms are fairly mild: elevated fever and runny nose. Nonetheless, they moved Mindy and a number of other residents to an unused residence on the same campus. But as the woman and I discussed, the novel coronavirus is going to sweep through these units like a scythe through wheat; there is little we can do about it. Not to be overly ghoulish, but a very practical part of me is now relieved I purchased a burial plot for my sister more than a decade ago. This was on the advice of multiple interested parties. Still, I was hit hard by the news—it is the closest the pandemic has come to us.

We had already come very close with my mother-in-law, as there is an outbreak of the novel coronavirus in the senior care facility in which she lives. They have already moved her twice to keep her from becoming infected; she loves her current room, which overlooks a garden.

The upshot was that I was less excited when class started some 15 minutes later. We began with my asking if they had heard about United States Senator from Vermont Bernie Sanders ending his bid for the 2020 Democratic presidential nomination, making former Vice President Joe Biden the de facto nominee. They had, and we had a conversation about the relative ages of Biden and possible vice-presidential nominee picks. Then I told them about their aunt. They took this news in stride; to be fair, they have only spent time with her once.

In fact, at this point, our younger daughter needed to tell me about a “joke” she had inadvertently made that morning watching an episode of Seven Worlds, One Planet; they had finished The Blue Planet the previous week. At one point, narrator David Attenborough had been talking about Colombia before switching to a small island off the coast of China. Looking up then—and having missed the transition—our younger daughter exclaimed, “That’s Colombia?!?” This then became a running joke between the three of them for the rest of the episode.

Once I started to talk about how American music did NOT die following the February 3, 1959 plane crash that killed Buddy Holly, The Big Bopper and Ritchie Valens, however, I quickly hit my stride.

Not so sleepy 50s

My simple contention is that, despite a relative period of hibernation for rock and roll, American music actually flourished between February 3, 1959 and the arrival of The Beatles in New York City five years and four days later. It was only 12 years after the fact, and with a blindered, rock-centric view of music, anyone could claim music “died” that day. But in making my arguments the previous Friday afternoon, I rushed my presentation and played no music. So, I created a PowerPoint presentation replete with sample songs for every artist.

The Music Never Died

After listening to songs by the three musicians who died in Clear Lake, Iowa that winter day—with older daughter recalling Holly as “the geeky one” and Nell rocking out to “Chantilly Lace”—I played them one track each from three of the great jazz albums released in 1959: “So What” by Miles Davis, “Take Five” by the Dave Brubeck Quartet and “Goodbye Pork Pie Hat” by Charles Mingus. The first and third tunes elicited little response, but our older daughter reacted excitedly to “Take Five”:

“Hey, I’ve heard that song on Donkey Kong!” (She reminded me later this is a level of Mario Kart.)

A few moments later: “Wait…if hearing this song is education, does that meaning playing Donkey Kong is education?”

Sorry, kid, it is not.

We then moved on to developments in popular music. Our older daughter could not get past Roy Orbison’s slicked-back hair to appreciate the effortless clarity of his tenor singing voice. I did get the chance to explain who Dick Clark was watching Bobby Darin perform “Splish Splash” on a companion program to American Bandstand. Our younger daughter then insisted that Dionne Warwick “sounded French” singing “Don’t Make Me Over.” Her older sister and I never did figure out exactly she meant by this.

The remainder of this section of the presentation elicited little comment, although our younger daughter was quite taken with Frankie Valli’s powerful tenor voice.

After a short break, I quickly ran through how the 1950s were not as sleepy as usually portrayed, all the way through the assassination of President John F. Kennedy in November 1963. I am laying the groundwork for a perhaps-vain attempt to explain why The Beatles made such an outsized impact in the United States in 1964.

And then we reviewed three very different artists who began to wake rock and roll from its sleep. I had summarized the formation of The Beach Boys and The Beatles the previous Friday, so I simply played “Surfin’ Safari” and “Please Please Me.” Our older daughter surprised herself a bit by enjoying the former song.

In between, I started to talk about a young Jewish-raised folk singer from Duluth, Minnesota. Just as I was saying he had been born Robert Allen Zimmerman, our older daughter interjected with, “Oh, is he Bob…Dylan?” When I played a clip of “Blowin’ in the Wind,” the same daughter thought he was cute—in no small part because of his tousled hair.

And with that, class was dismissed.

Famished, and having been craving tuna fish salad for a day or two, I made what amounted to a deconstructed cheddar tuna melt—the ultimate comfort food, even if it lacked bacon, tomato and diced celery. That did not stop me from happily consuming one of Nell’s delicious cheeseburgers with sliced onion, lettuce and tomato, as well as the rest of the cheddar-flavored potato chip she had impulsively bought the day before.

After that, pausing Chris Hayes, we gawked at the beauty of the “pink moon.” I quite like that these photographs taken from our upstairs porch are a bit blurry.

Pink moon

Misty-eyed view of Boston


When I went downstairs on Thursday, April 9, 2020 this is what greeted me in the classroom:

April 9

Once again, I schlepped my desktop computer into the classroom. This time it was to show them a set of slides I had prepared for the “What Is Film Noir” adult education course I taught in October 2018:


I focused on the role of what once was called the “lighting cameraman,” the chiaroscuro tabloid photography of Weegee, and the six collaborations between cinematographer John Alton and director Anthony Mann.

We then moved into the living room to watch the 1949 Mann-Alton film Border Incident. I chose this film over the previous year’s He Walked By Night to demonstrate film noir did not always take place in the criminous urban jungle-and that it could feature, in the expert hands of Mann, an almost casual masculine violence. Our older daughter was favorably impressed when a young Ricardo Montalbán appeared on screen, noting his “charisma.”

I could not agree more, kid.

We stopped the film, however, with about 20 minutes left to go—which includes one particularly dark, in every sense, murder scene—because our younger daughter desperately wanted to watch the second Hunger Games film. The latter is 146 minutes long, and the goal was to watch it before Chris Hayes started at 8 pm.

As the film was playing, Nell came into the kitchen to ask if she could make pasta with sauce and turkey meatballs—well just cheese and butter for our tomato-sauce-loathing younger daughter. She asked me because, well, while Nell can cook almost anything brilliantly, I am better at preparing pasta.

Which is how I came to make dinner that night for the first time in weeks. It was merely boxed whole wheat linguine, a jar of Rao’s marinara sauce and frozen Trader Joe’s turkey meatballs, but I always heavily salt the water, simmer the sauce on low heat and gently stir the pasta in the boiling water to keep the strands from sticking together. Some things simply cannot not be rushed.

And, wow, was it good. Nell later came into the kitchen to say, “This is so delicious, I am taking seconds.” She also called me a “rock star” because I had already mostly cleaned the kitchen—the highest compliment I generally pay.

A few hours later, once everyone had gone to bed and the kitchen was completely clean, I sat down to write an e-mail I had been planning to send for months. It was to my maternal aunt and her son and daughter, and it began by apprising them of the health status of Mindy and my mother-in-law. It also finally brought them up-to-date on all I had recently learned about my genetic family—one of whom I met in person last August in Philadelphia—and my aunt’s father’s career with the Philadelphia Police Department.

One reason it had taken so long to write this e-mail was my desire to attach the chapter of the book I am writing that discusses my mother’s ancestry. But I had had yet to incorporate new information I had learned from this same aunt in January into the chapter, complete with validation through sources like Newspapers.com. This I finally began to do Wednesday evening, with a full chapter edit on Thursday.

The editing and e-mail composing took a few hours to complete, during which I needed to put our golden retriever in her crate. As much as I enjoy writing, this was a particularly emotionally draining experience.

And so, of course, I completely forgot to wish them a Chag Sameach–Happy Festival–in honor of the 2nd night of Pesach, or Passover, despite having just looked at black-and-white photographs of my maternal grandfather’s family holding its annual Seder–a meal during which the story of Passover is told in ritualistic fashion–in 1946 and 1953.


When I awoke on Friday, April 10, 2020, I found a voicemail from my maternal aunt on my iPhone. She had read my “captivating” e-mail and was in the middle of reading my chapter, wondering where the information on her mother’s family was. At this point, I literally said, “Keep reading. Keep reading. It is all there” to the voicemail.

Going downstairs a short time later, already running late to start a 2:30 pm class, I found this in the classroom:

April 10

It was thus closer to 3:15 than 3:00 when the three of us settled in the living room to watch Episode 3 of Jazz: A Film by Ken Burns. I prefaced our viewing with a brief summary of the first two episodes. Unlike the previous Monday, though, we watched the episode without rancor or hard feelings. And when we began to hear the story of a clarinet-playing Chicago-born son of Ukrainian-Jewish immigrants named Benjamin David Goodman, I paused the episode to point out the similarities with the family history we have been discussing on Tuesdays. And I also made the mistake of foreshadowing the tragic death of legendary blues singer Bessie Smith, with whom our older daughter was quite taken.

In fact, both daughters have gotten into the flow of the series, even if our younger daughter fell asleep on the blue sofa about halfway through this one. I later learned a proximate cause: she had a fever of 102.2 degrees. Otherwise, she seems generally healthy. We shall see…

About halfway through the episode, we took a short break during which I toasted the last of our whole wheat bagels. Putting in onto a plate with a knife, I grabbed what I thought was opened foil-wrapped brick of cream cheese and took it back to my seat in the living room. As I spread it on my bagel, however, I noticed the consistency was too thin, and it melted almost like butter. It did not taste quite right, either, though it took me a few bites to realize this was not, in fact, cream cheese. I then found an actual brick of cream cheese in the refrigerator, which made all the difference.

Relaying this mistake to Nell later, her response was an alarmed, “What? You ate Crisco?” She had a similar reaction when I brought out from the office the half-full glass of kefir I had been too tired to finish before going to sleep. We will not even talk about the soggy wedge of life that has been floating in my green SodaStream bottle for a few weeks; you can see my bottle in the center background of the first photograph above.

Once the episode had ended, and our younger daughter had awakened, I dismissed class—and week four of home schooling. At this point, her older sister jumped up from her chair and took off for her bedroom, throwing over her shoulder, “See ya! I am off to play LankyBox!”

At that point, it was time to take Ruby out for her evening romp in the backyard, resulting in her second shower in 10 days. A few hours later, I sat down with Nell and a bowl of her delectable beef stew to watch the final two episodes of season two of Broadchurch, the capstone to our first month of sheltering in place. I followed the stew with a tall glass of non-fat milk and a mixed plate of Nell’s homemade dark chocolate brownies–the recipe being from Alton Brown led me to call them Alton-Brownies: one part from the batch she made for the entire family, one part from the batch she made only, with a special, newly-legal type of infused butter, just for her and me.

I cannot think of a better way to end the week than on this high note.

Until next time…please stay safe and healthy…

Dispatches from Brookline: Home Schooling and Social Distancing VI

I have described elsewhere how my wife Nell, our two daughters—one in 4th grade and one in 6th grade—and I were already coping with social distancing and the closure of the public schools in Brookline, Massachusetts until at least April 7, 2020. Besides staying inside as much as possible, we converted our dining room into a functioning classroom complete with workbooks, flip charts and a very popular white board.


When I came downstairs to eat what I continue to call breakfast—despite it being closer to 2:30 pm than, say, 8:30 am—this is what was in the “classroom.”

March 26

Nell appears to have discontinued the “Word of the day” for now. She also left the title of my afternoon classes to our younger daughter’s discretion. However, the press of the latter’s still-active social life kept her from formulating a suitable name, so I stepped in to fill the void.

And, in fact, when the girls and I convened, closer to 3 pm than 2:30 pm, we began by reading aloud from the Constitution of the United States:

  • Article I, Section 7, Paragraph 1
  • Article I, Section 8

US Constitution–Congress Roles

The rest of the lesson may be found here: March 26

The traditional processes by which the United States House of Representatives (“House”) passes legislation was met with a metaphorical yawn, but the workings of the United States Senate (“Senate”) generated a bit more enthusiasm. Our younger daughter, in particular, was quite interested in the twists and turns of getting the Affordable Care and Patient Accountability Act—better known as Obamacare—passed, and she was riveted by the pivotal role Arizona Senator John McCain played in saving it. I did my best to act out McCain’s dramatic “thumbs down” vote.

Nell and I are continuing to learn how best to structure what, when and how we teach our daughters—when they are not working and learning on their own. Seeing how fragile our younger daughter—who has attention deficit disorder and a not-yet-formally-diagnosed learning disability—is by 5 pm, I mixed things up a bit.

I also wanted to avoid snapping at them for the third time this week.

Rather than discuss American politics for an hour, have an hour-long break, then reconvene for another hour-long session on applied math, I divided my discussion of the House and Senate into two parts: roles and elections. The break was only 20 minutes long, and we were finished for the day by 5 pm.

As you see, I spent some time discussing gerrymandering. Our older daughter was appalled at my drawing of a salamander—calling it a “giant worm”—and my rendition of the Commonwealth of Massachusetts. She took it upon herself to fix the latter, adding her own personal touches.


I am pleased to report this was one of our best classes thus far—and that includes both halves.


Even with the altered routine, however, our daughters began sniping at each other as they ate their dinners and watched some television. The proximate cause was a tussle over who would hold the remote control; our older daughter usually does, but tonight her sister really wanted it. As a result, our older daughter called her sister a “brat,” something she has been admonished many times in the past for doing. In return, our younger daughter used the parental trick of calling an obstreperous child her first, middle and last name—but she used a shrill and piercing tone of voice.

They were sitting just outside of my home office—a converted sun room which Nell wistfully calls “the nicest room in the apartment”—when I heard the outraged cry of “Blanky Blank Berger!” Not in the best frame of mind, I came out of my office to express my displeasure at the younger daughter’s tone and to make clear she is not the parent, Nell and I are.

And, wow, did I lay it on thick. I reminded them in my firmest and harshest Daddy voice how we were in this for the long haul, and we needed to do this all together, and I do not even remember what all else. Younger daughter was now crying—but mostly because of the injustice that I had not tumbled to the fact her sister had called her a brat. Once that penetrated my skull, though, I reprimanded our older daughter. Walking in from the kitchen, Nell reinforced my disapproval. When I suggested the older daughter had earned a consequence, her mother suggested loss of the ChromeBook for the rest of the evening. However, once the defendant correctly pointed out the usual consequence for calling her sister a brat is to cough up five dollars to that sister, Nell realized she could not arbitrarily change the rules like that; a few minutes later, our younger daughter had a five-dollar bill sitting on the table in front of her. And the entire episode, which had lasted barely ten minutes, was quickly forgotten.

This small slice of family drama reveals that, after two weeks, sheltering in place is beginning to take its toll. Thus, when the Amazon Fresh order she had placed very early Tuesday morning arrived Thursday evening, Nell thoroughly scrubbed the black-marble-topped “island” in our kitchen before placing any grocery bags on it. She washed all the berries in a colander then put them into a large Tupperware container. She also wiped down every package of food prior to our putting them into their respective storage places. Later that night, meanwhile, as I set up the kitchen for its nightly cleaning so I could watch with Nell the second episode of season one of Broadchurch—which Nell has been asking me to watch for years, if only because of how many actors and actresses who have appeared in Doctor Who are in it—my frustration level boiled over into a series of angry “Oh, for f—k sake!” expulsions. For the record, I am loving the series—its leisurely-unfolding murder investigation and emphasis upon revealing the darker secrets of a supposedly idyllic small town compare favorably to the first season of Twin Peaks.

It does helps tremendously that the weather has been relatively warm and sunny the last few days, and we have three porches opening off our two stories; climbing multiple flights of internal stairs on a regular basis is a good aerobic workout—really, it is. Throwing a stick in our smallish back yard for our soon-to-be-six-year-old golden retriever over and over and over again works as well.

We also have a breathtakingly spectacular view of downtown Boston. Three weeks ago, if we looked through our kitchen window, we would routinely see three or more moving dots of white light as planes took off from Boston Logan International Airport. Now, it is unusual to see even a single plane in the air. That said, I cannot decide if there are fewer lights visible at night in downtown Boston’s office buildings or not.

I think there are fewer lights at night these days.


When I came downstairs on Friday afternoon, there was no schedule on the flip chart—it was a quiet morning in Nell’s classroom—but our younger daughter had livened up that room in our unique way.

White board March 27

Earlier that day, Nell had ventured to our preferred CVS to pick up some prescriptions. This was the first time she had driven her car in 15 days, though I had moved it onto the street a few times so I could use my car—we have tandem parking—and the outing significantly improved her mood. As often as she and the girls go for runs in our neighborhood, sometimes you need actually to go somewhere.

Meanwhile, I was wicked excited to start class at 3 pm because I had prepared what I hoped would be a genuinely fun exercise—one that did not involve coin flipping, die rolling or card shuffling: a 30-question, multiple-choice quiz game.

Quiz Game 1

My heart sang when our younger daughter came out of the disordered cavern she calls a bedroom, took one look at my computer screen—I had again lugged my desktop computer into the classroom—pumped her right arm and exclaimed, “Yes!” Her sister reacted positively as well.

The rules were simple. I alternated which daughter would answer the question— older daughter went first based upon the scientifically-rigorous method Eenie Meenie Minie Moe. The questions covered everything we had discussed in the previous two weeks—political theory, American politics, statistics and the history film noir. Each question was worth one point and had four possible answers, though one answer was deliberately patently absurd; they had the desired effect of making the quiz feel less like work and more like a game. Finally, if one daughter did not answer a question correctly, her sister had the opportunity to answer it.

In the end, after a boisterous 45 minutes of laughter, our older daughter won 16-12, with two points going to Daddy because neither daughter answered two questions correctly. Her “prize,” besides bragging rights, was a giant box of Cheerios I had recently discovered in the revolving cupboard in the kitchen. Huffily reminding me, “I no longer eat cereal, I eat OATMEAL,” she declined her prize, which now sits discreetly on the kitchen counter next to my coffee maker.

There is just no pleasing some people.

And with that our second week of home schooling came to an end.


As I said, we are still figuring out how best to home school our smart and curious daughters. After two weeks of political science and math—not coincidentally, my initial choices for my Yale major—I have settled upon the following tentative weekly schedule:

Monday: Using a single story to illustrate some aspect of American political history/economy

Tuesday: Using the book I am writing to learn about our daughters’ and my Jewish-American heritage

Wednesday: Discussing the history of jazz and rock using my personal collection of DVDs and online tools like Polyphonic  videos.

Thursday: Learning more applied math by examining a wide range of interesting datasets

Friday: Film history and, most likely, additional quizzes.

Onward and, you know, forward we go.

Until next time…please stay safe and healthy…

Dispatches from Brookline: Home Schooling and Social Distancing V

On Wednesday, March 25, 2020, Massachusetts Governor Charlie Baker issued an executive order extending the closure of all public schools in the Commonwealth until at least May 4, 2020.

In four previous posts (I, II, III, IV), I described how my wife Nell, our two daughters—one in 4th grade and one in 6th grade—and I were already coping with social distancing and the closure of the public schools in Brookline, Massachusetts until at least April 7, 2020. Besides staying inside as much as possible, we converted our dining room into a functioning classroom complete with workbooks, flip charts and a very popular white board.


To give our daughters something of a break during the week—especially our younger daughter, who has a yet-to-be-formally-diagnosed learning disability and attention deficit disorder—there is no “school” on Wednesday mornings. This means that when I came downstairs on March 25, 2020, Nell had not written a daily schedule on the flip chart. This likely saddened our younger daughter who was apparently going to have free reign over what the afternoon classes would be called.

To be fair, the girls had done something broadly educational that morning. With Nell, they had watched and discussed two episodes of The Blue Planet.

And they are continuing to produce drawings at a solid clip.

Wall of art March 25

The framed painting in the middle is one of two I bought when I first moved back to the Boston area—Waltham, to be precise—from my native Philadelphia in early September 2005. I do not recall why I entered the Martin Lawrence Galleries on Newbury Street (which appears recently to have closed), but once inside I was quite taken with a collection of paintings by Liudmila Kondakova. Using funds from a recent inheritance, I bought this painting and a smaller one. Both depict Paris street scenes, and both have my last name written somewhere in them.


The break from school work does not extend to the afternoons, so we convened just after 2:45 pm to discuss the history of the American presidential nominating system. My attached notes for this class were a bit more scattershot than usual, but they worked well enough to tell a series of what I hoped would be interesting stories.

March 25.docx

I noted in “Dispatch IV” our daughters’ penchant for assigning monikers to historical figures. Well, they came close to doing that when I came to the 1960 Democratic nomination process, and I explained one of the primary contenders that year was United States Senator (“Senator”) Hubert Humphrey of Minnesota.

“Who names a kid ‘Hubert?” asked our older daughter. “Did his parents want him to get teased his whole life?”

After observing his middle name was Horatio—he was once erroneously referred to as Hubert Horatio Hornblower—I defended the late Vice President as a good and honorable man, though I never did get around to discussing his groundbreaking speech on civil rights at the 1948 Democratic national convention.

We concluded with a rapid-fire discussion of how Democrats—proportionally, with a minimum of 15% statewide or in a Congressional district—and Republicans—mostly winner-take-all—differ in the way they apportion nominating convention delegates.

This was followed by easily the most cringeworthy moment I have thus far endured as a parent.

I had been talking about the role “expectations” play in the modern primary and caucus system, One example I used was the way then-Arkansas Governor Bill Clinton used a 2nd place finish in the 1992 New Hampshire Democratic Primary to label himself “The Comeback Kid.”

They had been vaguely aware of Clinton’s marital indiscretions, and they understood he had been impeached for lying under oath about cheating on his wife while he was president of the United States. What they did not know, though, were the sordid details.

And they very much wanted to know what they are; they essentially promised to hear the end of my spiel in exchange.

So…after pouring myself a fresh cup of hot black coffee, half-decaffeinated to brace myself…I told them.

I did not use the words “blow job” or “fellatio,” but I described how a government shutdown in 1995 had allowed Clinton to spend time alone in the Oval Office with a young White House intern named Monica Lewinsky. And how one time she had worn a blue dress. And how she kept that dress after it came to have Clinton’s semen on it after a certain action I described…

…at which our older daughter interjected, “Oooo, gross! He peed through that! Why would anyone ever want to do that?!?”—or words broadly to that effect. Our younger daughter, meanwhile, just sat quietly, listening.

They particularly wanted to know why Ms. Lewinsky had kept that dress.

“Well, Clinton kept lying about what they had done. So she kept it as proof.”

And that was that.



At just after 4:45 pm, we reconvened for what I had thought would be the most fun part of the afternoon.

I wanted to talk about random sampling—the idea that you could get, for example, a fairly accurate impression of the distribution of attitudes in a very large population by randomly identifying a much smaller proportion of that population. However, I should have known that things would go awry when I used this example: a group of one million people includes 750,000 (75%) who prefer chocolate ice cream and 250,000 (25%) who prefer vanilla ice cream. Rather than ask every one of those people which flavor they prefer one could simply randomly select 1,000 of them to ask. Most of the time, if you sample properly, you will come within a few percentages either way of 75 and 25.

Well, our younger daughter simply wasn’t having it.

“What if someone doesn’t like either?” she began.

I explained this was merely an example, but that did not work.

“What if you like some other flavor?”

“It is a forced choice,” I weakly noted.

At this point, her sister chimed in.

“Well, which one do you prefer?”

This led to a long pause which ended in a non-answer.

At this point, I simply began talking about the activity we were about to do, one that involved 100 carefully selected cards from an UNO deck.

What I wanted to do was illustrate how queried multiple random samples from an identical population will center around “true” values within that population. My original conception was to put something like 60 blue and 40 red of the same small objects into a hat—Nell’s grandfather’s top hat lives in my home office—and have them draw 15 balls from that hat 10 times. We would record those draws to see how close they came to 60% blue and 40% red in the aggregate.

Of course, we did not have quite the objects I was envisioning, and I did not really want to cut up small bits of blue- and red-colored paper. That was when I remembered our bedraggled deck of UNO cards. There were enough cards remaining for me to compile a deck of 100 cards:

  • 50 blue and green cards, with the former “definitely voting Democratic” and the latter “leaning toward voting Democratic”
  • 43 red and yellow cards, with the former “definitely voting Republican” and the latter “leaning toward voting Republican”
  • 7 wild cards, for undecided voters

What I had not counted on was just how hard it is to shuffle—and I mean really, properly, thoroughly shuffle—a deck of 100 cards. Thus, what I thought would be a fun exercise where the girls alternated which one drew 15 cards and which one tallied the colors on the white board quickly devolved into a “why is this taking so long?” battle of long stretches of card shuffling, slow drawing and slower tallying.

Perhaps I was still reacting to the news we would be home schooling five weeks longer than we had anticipated. Perhaps I was overtired—this is more exhausting than I had expected. Or perhaps I was mad at myself for choosing an overly-thick deck of cards I could not properly “randomize.”

Whatever the reason, I snapped multiple times at both daughters, making the older one huffy and the younger one teary. I apologized—again; Nell, who taught elementary school for more than a decade, gently pointed out this is why you do not teach children “at 5:30…they are toast.”

For all the drama, however, we managed to draw 15 sets of cards. As you see, the results were not what I had anticipated. The 21 yellow cards kept making a disproportionate appearance.

Sampling results March 25

Here is a graphical representation of the results. Had I not counted the cards very carefully, I would almost think I simply had the “true” totals reversed; it is more likely simply very difficult properly to shuffle a double-deck of cards…and that randomness does not guarantee anything.

Biased sampling March 25

Even teachers have things to learn from their own lessons.

Until next time…please stay safe and healthy…

Dispatches from Brookline: Home Schooling and Social Distancing IV

On Monday, March 23, 2020, Massachusetts Governor Charlie Baker called for the closure of all non-essential businesses and asked residents to stay in their home as much as possible: to “shelter in place.” The order went in to effect at noon on Tuesday, March 24, and it will stay in effect until noon at April 7.

In three previous posts (I, II, III), I described how my wife Nell, our two daughters—one in 4th grade and one in 6th grade—and I were already coping with social distancing and the closure of the public schools in Brookline, Massachusetts until at least April 7, 2020. Besides staying inside as much as possible, we converted our dining room into a functioning classroom complete with workbooks, flip charts and a very popular white board.


After a successful, albeit exhausting, first week of home schooling, we laid low over the weekend.

The highlight of Saturday stemmed from an idea our older daughter had: she desperately wanted a burrito, which she would happily eat at every meal. Choosing not to walk down the street to our preferred takeout joint, we explored delivery options instead…and discovered that our favorite Mexican restaurant—a drive of at least 20 minutes away in Cambridge—would deliver to us. It felt like such a ridiculous treat, and the food was so good, I did not mind they had given soft, not crunchy, tacos. While I ate my food and worked on my “lectures,” Nell and the girl swatched Onward, which emotionally wrecked my wife.

Later that night, I walked our golden retriever up to our local dog park—and I mean “up;” Brookline is renowned for its many streets that slope upward at nearly a 45-degree angle. To be honest, I needed the outing and the exercise more than she did. We stayed about 15 minutes, as she ecstatically chased an increasingly-filthy fuzzy ball hurled by a Chuck-It. Returning home, I put her to bed, bathed and settled down to watch the excellent I Wake Up Screaming via Turner Classic Movies OnDemand.

The choice of film–other than its sudden aviability–was in keeping with my discussion of film noir with the girls the previous day, during which I used “oneiric” to describe the dream-like quality of many films noir. This spurred a conversation about we all are having intense, more-anxiety-than-nightmare dreams during our “lockdown.”

Also in keeping with Friday’s “lecture,” our younger daughter and I watched Stranger on the Third Floor on Sunday evening. She very much enjoyed it, patiently allowing me to pause the movie at times to explain the difference between “high-key” and “low-key” lighting.

As to why we watched this particular film, here is an excerpt from Chapter 6 of the book I am writing—and need to finish soon:

Another myth to be exploded was film noir’s origin story. In the traditional telling, first outlined in Schrader’s essay, waves of mostly-German émigré filmmakers arrive in Hollywood throughout the 1930s, bringing with them the cinematic techniques of Expressionism and, later, French poetic realism. Vincent Brook, as we saw in the Introduction to Part 1, argues these filmmakers were often deeply and specifically influenced by their Jewish heritage, a primary reason they abandoned Europe, however temporarily, in the first place. Meanwhile, starting in 1931, Universal Studios—aided by German cinematographer Karl Freund, who had arrived in Hollywood two years earlier—makes a series of dark shadowy horror films (about which more in Chapter 8).  That same year, rival studios like Warner-First National, later Warner Brothers, start to produce high-quality gangster films, inspired by the lawlessness of Prohibition, ironically set to be repealed just two years later. Needing work for this influx of cinematic talent, studio heads take a long second look at works of hard-boiled crime fiction, ultimately relegating their new talent to the B-movie backlots to turn those works into films. Applying everything they know about filmmaking, and drawing upon the visual style of the popular horror films and the rapid-fire plots of the gangster films, they make films that would later be labeled film noir. The quality of these films is only enhanced throughout the 1940s by a slow loosening of the restrictive Hays Code of “voluntary” censorship, Italian neo-realism and technological advances. And the first of these films is almost certainly a 64-minute-long B-movie directed by an Eastern European émigré named Boris Ingster—and featuring an Eastern European actor named Peter Lorre—called Stranger on the Third Floor. Released on August 16, 1940, it has 33.0 POINTS, tying it for 71st overall—and, if forced to choose, it is what I designate the first film noir as commonly understood today.

For an explanation of POINTS, please see here.


On Monday, March 23, 2020, I came downstairs to find this in the “classroom.”

March 23

The night before, Nell had drawn this homage to author Mo Willems—whom we once met in Maine—on the ever-popular white board.

Happy Monday Gerald and Piggy

Our younger daughter had again had a very rough morning—literally getting no work done even as our older daughter continued to thrive; indeed, on Tuesday, the latter would finish her work by at 11:30 am then ask “Is that it?!?” Still, the former daughter recovered sufficiently to sit attentively through the first hour of “Pop school,” during which we discussed the history and composition of American political parties.

March 23

For…reasons…our daughters have assigned nicknames to some of our early national leaders. Alexander Hamilton is “Hottie” Hamilton, while his rival Thomas Jefferson is “Smoking Hot” Jefferson. Our seventh president is now, unfortunately, “A**hole Jackson.” Our older daughter thought the name “Martin Van Buren” sounded “nice,” but she did not assign him a nickname.

We used two handouts to explore two ways to understand contemporary political parties:

  1. Elected officials and voters who share a common philosophy of government and policy preferences
  2. Coalitions of groups based on such factors as demographics, socioeconomic status, religiosity and cultural outlook.

The first sheet condensed an analysis I performed in August 2017 of issues on which a majority of Democrats—and often Independents—differed from a majority of Republicans. Our older daughter, fully in the throes of puberty and naively exploring her own sexuality, was particularly interested in partisan stances on LGBTQ+ rights.

Issue Differences Democrat v Republican

Whatever makes you happy, kid.

The second sheet, however, provoked the most interest. Less so from our fading younger daughter, but definitely from the older daughter, who delighted in reading aloud for Daddy to note on the white board which groups had voted, on average over the previous four presidential elections, at least 55% for the Democratic nominee or the Republican nominee; data taken from CNN exit polls conducted in 2004, 2008, 2012 and 2016.

How Groups Voted for President 2004-16.docx

You can see how that ended, complete with the tissues I use in lieu of a proper eraser:

Group voting for president

Following a break of an hour or so, we reconvened to begin to learn about probability. Which meant we each flipped a penny 30 times; by a neat fluke, in total, we had 45 heads and 45 tails—there was an a priori 8.3% chance this would happen. Then we rolled a die 30 times—the totals diverged sharply from 1/6 for each number; the number two noticeably received very little love. Our younger daughter asked to record my rolls on the white board, and, regretfully, I grew testy with her when she did not write numbers evenly on the row. I apologized immediately; clearly sheltering in place takes its toll on everyone at some point.


Knowing the Commonwealth would be shuttering its doors the following day even more than it already had, I was tasked with making a run to our local Star Market. I chose to drive to one ten minutes away on Commonwealth Avenue, a stone’s throw from the main campus of Boston University; not surprisingly, we call it “the BU Star.” It normally closes at midnight, and with the campus all-but-deserted I thought this would be a relatively sane place to search for the 27 items listed in a text message from Nell on my iPhone, mostly varieties of fresh fruit and vegetable.

I never got the chance to determine it sanity, however. When I drove by its lower rear entrance, I could see the vast parking lot to my left was practically empty. Nonetheless, I parked and walked across the street to the locked sliding glass doors. A series of notices taped to those doors informed me this Star now closes at 8 pm every night.

Rather than turn around and drive home, though, I realized I was enjoying being out of the apartment and decided to drive over the nearby Charles River into Cambridge, through Harvard Square—eerily quiet—and north on Massachusetts Avenue to Porter Square. Like the BU Star, the Star Market used to be open 24 hours a day; it was my primary grocery store when I lived one block away in Somerville between September 1989 and February 2001. Driving to this Star always feels a bit like traveling back in time, with many landmarks remaining from two, three decades ago.

This Star now closes at 8 pm as well, meanwhile, which did not really surprise me. The silver lining is that a CVS sits in the same Porter Square parking lot; it is mandated by law never to close so that it can dispense emergency medications at any time of the day. When Nell nearly “broke her face” falling into a gate latch four years ago this May, this is where I acquired her pain medications after she was released from the hospital at around 1 am.

The older, deeply-freckled, red-haired manager of the CVS wore a blue face mask and darker-blue gloves. There was a strip of duct tape on the carpeting every six feet reminding patrons to observe social distancing. I collected what foodstuffs from the list I could find—including fresh-looking cut strawberries in clear plastic containers—and went to a register to pay. The manager scanned and helped bag my groceries—using the reusable bags I always keep in my car–as we chatted amiably.

As I thanked him for being there, he pointed out a woman I had noticed earlier—heavy-set, a bit unkempt and of indeterminate age—hunched over a wheelchair loaded with items she was pushing slowly around the store.

“I have to worry about thieves,” he said.

“Really? Her?” I responded, or words to that effect.

“Last week she managed to get all the razors…This never happens when George is in charge.”

He may not have been that upset, though, as he cheerfully handed me four dollars bills and some change—“You could have bought one more thing!”—before gently warning me not to forget my iPhone.

My route back to Brookline took me past the 7-Eleven on Market Street in the Boston neighborhood of Brighton, which was also still open. They had respectable-looking bananas, limes, lemons and small red and green apples, so I purchased a handful of each along with a few other items. Returning home five or so minutes later, I thoroughly washed my hands before putting away the four total bags of groceries.

A few hours later, as I was preparing a steaming-hot bath, Nell—who had gone to sleep hours earlier but now was restlessly tossing and turning—informed me she had put her wakefulness to good use by placing an Amazon Fresh order on her iPhone. She added that rather than give the recommended $10 tip, she chose to give $25 instead.

“Was that right?” she asked me as I soaked sleepily.

Of course it was,” I assured her.

When Nell placed the order, meanwhile, she thought it would arrive Tuesday night at 6 pm, only to realize later that morning it would not arrive until Thursday.

C’est la vie.


The next afternoon, Tuesday, March 24, 2020, I came downstairs to find this in the “classroom.” Apparently there was no “word of the day.”

March 24

“FATHER COLLEGIO” did not start until 2:52 pm, as I was moving slowly this day. Once we assembled, though, after a BRIEF review of political parties, I began to tell the story of the 2000 presidential election by way of introducing American presidential elections generally and the Electoral College specifically. And our younger daughter was riveted.

March 24

The night before, Nell and I had discussed whether she should start taking her Ritalin on weekday mornings again. The last time she had taken any was two Thursdays earlier, her last day at her elementary school before it temporarily closed due to COVID-19, in part because we thought it was why she had been having a hard time falling asleep at night recently.

But despite refusing to take any of “her medicine” that morning, she was fully attentive and engaged as I described watching CNN continually reverse itself on who had won Florida that November night in 2000. Her attention did not wane as I walked through the history and defenses of the Electoral College, breaking more than 200 years of elections into a handful of epochs. We concluded with a discussion of how few states actually appeared to be in play as the 2016 presidential election approached—mooting the argument repealing the Electoral College would limit campaigning only to the most populous areas. At this point, our older daughter turned to her and said, “You probably don’t even remember that election. You were only [pause for arithmetic] six.”

I reminded them how both had cried the following morning upon learning that Hillary Clinton had not, in fact, been elected the first female president.

Breaking at 3:45 exactly, we reconvened one hour later to do two things as our “applied math” lesson:

Discuss how exactly Clinton lost the Electoral College in 2016 while winning the national popular vote

How Hillary Clinton Lost in 2016.docx

This is where our older daughter perked up again. While both daughters read from the one-page sheet, it was the older daughter who said “Wow!” every time I described how the Republican percentage of the non-urban vote in the pivotal states of Michigan, Pennsylvania and Wisconsin had skyrocketed between 2012 and 2016. And when we were finished, this is what the white board looked like.

Discussing 2016 election

Incidentally, you may find the answer to the question posed in the upper right-hand corner of the white board here.

I also used my wall maps of the 1988 and 1992 presidential elections to help to illustrate why the notion of a Democratic “blue wall” was absurd—voting patterns can clearly change dramatically from one election to the next. Those wall maps, by the way, are covering up an original painting by my maternal first cousin once removed; yes, that really is what my great-aunt and uncle named her. 

Color in a blank map to show current state partisanship

A few years ago, I developed 3W-RDM to assess how much more or less Democratic a state is—at least at the presidential level—than the nation as a whole.

States Ordered from Most to Least Democratic

Using the attached list of states and the District of Columbia, we each colored in our blank map as follows:

  • Dark blue = ≥10 percentage points (“points”) more Democratic
  • Light blue = 3-10 points more Democratic
  • Purple = between 3 points more Republican and 3 points more Democratic
  • Light red/pink = 3-10 points more Republican
  • Dark red = ≥10 percentage points (“points”) more Republican

Given how much both our daughters love to draw—they doodle and do other art projects as they sit and listen to me talk—this was easily their favorite afternoon activity so far. Even as our younger daughter was trying to keep up with which states were which—she got there soon enough—our older daughter was touting her “perfectionism” in carefully coloring in each state. She even gently chided me for my blunt-instrument approach to filling in “all those islands off of Alaska,” which she delicately colored one by one.

Hand drawn Democratic strength map

This is what my final map looked like. I may not be as good at drawing as my cousin, or even my wife and daughters, but I still think I produced a solid work of art, despite the single sweep of dark red across the Aleutian Islands.

Until next time…please stay safe and healthy…

Dispatches from Brookline: Home Schooling and Social Distancing II

In a previous post, I described how my wife Nell, our two daughters and I were coping with social distancing and the closure of the public schools in Brookline, Massachusetts until at least April 3, 2020. Other than staying inside as much as possible, we converted our dining room into a functioning classroom complete with workbooks, flip charts and a very popular white board.


On Thursday, March 19, 2020, I came downstairs to find this in the “classroom.”

March 19

Unlike the previous day, our daughters had a much smoother morning. Nell set up the video game Just Dance on the big screen HD television in our living room, which was particularly good for our 6th-grade daughter, who requires a great deal of regular physical activity. Our 4th-grade daughter would generally prefer to sit quietly in a darkened bedroom with an iPad. Both daughters have also made extensive use of FaceTime to stay in touch with their many friends.

When “Dad Academy” began, our older daughter read aloud the Preamble to the Constitution of the United States of America (“Constitution”). We then proceeded to work through much of Article I, establishing the nature and role of the House of Representatives (“House”) and the Senate. After a brief foray into Article II and the qualifications for the presidency, however, it was clear their doodling minds were wandering.

As a result, I shifted gears and walked them through the scenario I detail below: what would happen as of 12:01 pm on January 20, 2021 if there were no November 2020 elections for the House, Senate, vice president and president. I had tweeted my initial thoughts on Wednesday, but as I sketched it out—much to their delight, I am pleased to report—I realized I had forgotten a crucial element. After a quick check of this year’s Senate elections, I made the appropriate revisions on Twitter and, more importantly, the white board.

This quickly devolved into both daughters sketching out their own mind-bogglingly grin doomsday scenarios on the white board, all of which seemed to end up with 50,000 or 100,000 survivors living on Antarctica and dividing up only whatever food they could carry with them. Hey, they were using their imaginations, thinking about geography and doing arithmetic, so I was not complaining.

After an hour-long break, we reconvened to resume learning about basic statistics. After quickly reviewing frequencies, range, mode, median, mean and a few statistical distributions, I decided to change my lesson plan again. Rather than begin to discuss relationships between variables, I put my doctorate in epidemiology to good use and explained “sensitivity” and “specificity” of testing for some condition like, say, the novel coronavirus. They quickly grasped the underlying idea:

  1. Persons who have the condition AND test positive are True Positives
  2. Persons who do not have the condition AND test negative are True Negatives
  3. Persons who do not have the condition AND test positive are False Positives
  4. Persons who do have the condition AND test negative are False Negatives

If you divide True Positives by the sum of True Positives and False Negatives you get sensitivity: the percentage of persons who truly have the condition who test positive for it.

If you divide the number of True Negatives by the sum of True Negatives and False Positives you get specificity: the percentage of persons who truly do not have the condition who test negative for it.

It is nearly impossible to have a test be both 100% sensitive AND 100% specific because of the likely gray area between an extremely tight case definition (e.g., you must meet all 10 criteria)—which gives you higher sensitivity—and a relatively looser definition (e.g., you only need to meet five out of 10 criteria)—which gives you higher specificity. For a host of reasons I will not review here, mostly related to accuracy of categorization, epidemiologists generally prefer to have the specificity of a test be as close to 100% as possible, even at the risk of lower (by which I mean, say, 90% instead of 95%) sensitivity.

Think of it this way, though: the lower the specificity of the test, the more False Positives you have. And the more False Positives you have, the more people you have being treated for the condition at the expense of other people who actually need to be treated. Moreover, given that most conditions being tested are fairly rare, there will always be many fewer False Negatives than False Positives; one exception, though, would be if you only test persons you are already very certain have the condition, which bring the number of False Negatives much closer to the number of False Positives.

And with that—and a review of some of our older daughter’s algebra problems—school was out for the day.


Ohio was supposed to hold its 2020 Democratic presidential primary on March 17. It was postponed until June 2, however, due to concerns over spreading the novel coronavirus. Five other states have done the same thing, meanwhile, leading to speculation President Donald J. Trump may attempt to postpone—or outright cancel—the November 2020 federal elections (Congress, vice president, president).

Leaving aside whether such an action is even feasible—for one thing, while under Article I, Section 5, the House and Senate have broad authority over the timing of elections to their respective houses, those elections are actually administered by each individual state. The same is true for elections for vice president and president—and that is before considering that the Electoral College essentially mandates 51 distinct elections, one within each state and the District of Columbia.

But let us assume, as a kind of thought experiment, it actually would be possible to delay these elections. So long as the presidential and vice-presidential elections were held long enough before December 13, 2020—the first Monday after the second Wednesday in December, when electors are required to meet in their respective states to cast their presidential ballots—there would be more than enough time to swear in a president the following January 20.

However, if these elections simply never occur…well, this is where two sections of the Constitution and the Presidential Succession Act of 1947 (PSA) come into play.

  • Under Amendment XX, Section 1: “The terms of the President and the Vice President shall end at noon on the 20th day of January,
  • “…and the terms of Senators and Representatives at noon on the 3d day of January.”
  • Under the PSA, the line of succession to the president is the vice president, followed by the Speaker of the House, the President Pro Tempore of the Senate—the longest-serving member of the Senate of the majority party—and members the Cabinet, beginning with the Secretary of State.

In other words, barring a non-starter Constitutional amendment, an Act of Congress (hard to see Democrats going along with this) or a very-unlikely ruling by the Supreme Court (the Constitution explicitly states that as as of 12:01 pm on January 20, 2021, Trump and Michael R. Pence would no longer be the president and vice president of the United States, respectively.

And for the previous 17 days, there would also be no Speaker of the House because the term of every one of the 435 members of the House would have ended at noon on January 3, 2021.

I note at this point that Amendment XX, Section 1 ends with “the terms of their successors shall then begin,” so it is just barely possible an argument could be made the terms of the president, vice president, House members and Senators would not end because there are no successors. Without a successor, there are no occupants of those offices, effectively shutting down the federal government.

Here is the counter-argument, however, and where things get really interesting.

There would still be a United States Senate, albeit one 35% smaller, at 12:01 pm on January 3, 2021, meaning there would still be a President Pro Tempore to assume the office of the presidency, and who would then nominate someone to be vice president pending Senate approval.

There would still be a Senate because only 35 of the 100 Senators are reaching the end of their terms this year.[1] Fully 65 Senators will still be serving at that time: 35 Democrats (including two Independents, Bernie Sanders of Vermont and Angus King of Maine, who caucus with the Democrats) and 30 Republicans.

That is right: rather than the current Senate, which has a 53-47 Republican majority, this “abridged” Senate would have a 35-30 Democratic majority. And the longest-serving Democratic Senator—who is not up for reelection in 2020—is Patrick J. Leahy of Vermont, who was first elected in 1974!

So…Leahy would absolutely become the 46th president of the United States, sworn somewhere by Chief Justice John J. Roberts?

Well…not so fast.

And that is because of what I had forgotten on Wednesday: under Amendment XVII, governors are empowered to appoint a replacement for a Senator who leaves office before the end of her/his term—just about always a member of the same party as the governor.

In this scenario, these governors immediately appoint replacement Senators as soon as those 35 Senate terms expire at noon on January 3, 2021…and they are sworn in immediately. Traditionally, the vice president swears in each new Senator, so that may be the fly in the ointment here. Presumably, though, in this unusual circumstance Chief Justice Roberts could swear in all the appointed Senators at one time, somewhere in Washington, DC.

As for the governors themselves:

  • In the 12 states where a Democratic Senate term is ending there are
    • 8 Democratic governors
    • 2 Republican governors
    • 1 Democratic governor up for reelection in Delaware
    • 1 Republican governor up for reelection in New Hampshire
  • In the 22 states where a Republican Senate term is ending (with two in Georgia) there are
    • 15 Republican governors filling 16 seats
    • 6 Democratic governors
    • 1 Democratic governor not seeking reelection in Montana

Excluding the three states where a gubernatorial election is being held (or not…as our younger daughter pointed out, why would there be elections for governor if all the federal elections were postponed?), the new Senate would now include:

  • 35 + 8 + 6 = 49 Democrats
  • 30 + 2 + 16 = 48 Republicans

This is still a bare 49-48 Democratic majority, making Leahy the 46th president.

IF gubernatorial elections are held in Delaware and New Hampshire this November, though, it is very likely the incumbent wins both races, which adds one new Democratic and one new Republican Senator, for a bare 50-49 Democratic majority…and President Leahy.

That leaves it all up to Montana.

IF there is a Montana gubernatorial election this November, the Republican nominee would likely be favored to win. In that case, we would wind up with a 50-50 tie in the Senate. And with no vice president to break the tie, it is not clear whether Leahy or Republican Charles R. Grassley of Iowa, who was first elected in 1980. Of course, if a Democrat were elected the next governor of Montana, that would result in a 51-49 Democratic Senate majority…and President Leahy.

Perhaps the nod still goes to Leahy in the case of a 50-50 Senate split, as the longest-serving Senator overall. Perhaps there is something like a coin flip. Or maybe these two men—who have served together in the United States Senate for 40 years and are around 80 years of age—decide to serve jointly, with one as president and one as vice president.

The bottom line, though, is that it is far more likely than not that if there are no federal elections this November, Democratic Senator Patrick Joseph Leahy of Vermont would be sworn in at 12:01 pm EDT on January 20, 2021 as the 46th president of the United States.

Until next time…please be safe and sensible out there…

[1] Including Republican Kelly Loeffler, appointed to replace retiring Republican Johnny Isakson in December 2019.

Dispatches from Brookline: Social Distancing and Home Schooling I

In response to widespread social distancing being used to slow the spread of the novel coronavirus COVID-19, I plan to increase the frequency of my posts. And with the 2020 Democratic presidential nomination contest having effectively ended, I will not post nearly as often about American politics. Rather, I will describe how my family and I are dealing with the crisis, while presenting what I hope will be entertaining stories about…well, anything. 


As of Monday, March 16, 2020, public schools in the suburban Boston town of Brookline are closed until at least Friday, April 3, 2020. I write “at least,” because public schools in Boston closed on Tuesday, March 17, 2020 and will not reopen until at least April 24, 2020; Brookline traditionally follows Boston’s lead in this regard.

My wife Nell—a former elementary school teacher who now works part-time as a children’s librarian at a local Catholic school—saw this coming the previous week. Knowing we would need to implement some classroom structure for our 4th– and 6th-grade daughters, we immediately took the following steps:

  1. We converted our dining room into a classroom, complete with white board and flip charts
  2. Nell ordered teaching supplies, including workbooks for math, science and reading; puzzles and drawing projects
  3. We began to sketch out a teaching schedule, determining that Nell would take the morning shift, and I would take the afternoon shift.

We divided the “school day” this way because while Nell is a morning person, I am an extreme night owl. Since I was laid off from my last professional salaried position in June 2015—and especially after I declared myself a writer in July 2017 and launched my “interrogating memory” book-writing project—I have maintained a distinctly counter-cyclical schedule. Basically, once the household quiets down around 11 pm—and after I have finished cleaning the kitchen and taking out any trash and/or recycling—I settle down at the desk in my home office for a few hours; this is why I publish most posts at around 3 or 4 in the morning EST. Following some quiet down time, I go to sleep close to dawn, awaking well past noon. There are exceptions, however. I awake at 7 am on Tuesdays and Thursdays to take the girls to school, allowing Nell to go to work. After taking the dog to the park for 20 or 30 minutes—often bathing in the upstairs walk-in shower when we return home, though, I get back in bed for a few hours until I need to pick up the girls from school…though I spend way too much of that time reading on my iPhone.

Still, this meant that I was already working at home. With Nell working just two days a week, this is far less of an adjustment for us than it might otherwise have been.

Meanwhile, putting my advanced degrees in political science and applied math (biostatistics, epidemiology) to good use, I decided to devote an hour each day to a general introduction to politics and government and an hour to a general introduction to statistics. That is, from Monday to Thursday. On Fridays, I plan to do something different: discuss the history of film noir, or watch a documentary about Hedy Lamarr, or something equally offbeat but still educational.


On Monday, March 16, 2020, I came downstairs to find this in the “classroom.”

March 16

According to Nell, the girls had very much enjoyed their first morning of home-schooling. In fact, given the chaos that has recently descended upon the Brookline public elementary schools (e.g., two principals recently resigned in protest, even as the school district is negotiating a new teachers’ contract), they may learn more in these few weeks than they might otherwise have. I do not mean to disparage the quality of teaching in the Brookline public schools, which is generally very high. Our younger daughter has attention deficit disorder and a yet-to-be-formally-diagnosed learning disability, but with her school-based IEP (individual enrichment program) she has advanced by leaps and bounds; our older daughter is a voracious reader and diligent student, so she could probably thrive anywhere. It is just very difficult to teach and learn effectively in elementary schools with shaky leadership.

When it was my turn to teach, I used this document as a guide to begin sketching out the notion of politics as power: who has it, who decides who has it, and for how long. The section headings suggest the path our conversation took:

  1. What is politics?
  2. Birth of civilization
  3. Ancient Greece
  4. The Fall of Rome and its aftermath
  5. John Locke and the social contract

After an hour-long break, we reconvened—even as our younger daughter was fading somewhat—and I started talking about statistics, which I described simply as a way to describe a lot of information with only one or a few numbers. These latter sessions are far more interactive. Using a sheet of data about the presidents of the United States—year he first took office, length of term, age when took office, height and party affiliation (labeling Andrew Johnson a Democrat for simplicity), we focused on the most basic statistic—counts, also known as frequencies; this led to the idea of a variable, as opposed to a constant. They genuinely enjoyed seeing how old and how tall the various presidents were—and learning that about two-thirds of them were taller than my five feet, 9¾ inches.


This is what greeted me on Tuesday, March 17, 2020, when I came downstairs.

March 17

When “Daddy school” started, we briefly reviewed what we had learned on Monday, then returned to Ancient Greece and Aristotle’s six types of government. This easily filled half of our time before we turned to a broader discussion of two types of modern governments: liberal democratic and authoritarian. The former we grounded in the social contractand John Stuart Mill’s “harm principle;” I pulled out my old paperback copy of On Liberty to read the key passage directly. We drew a distinction between classical liberalism (though I did not use that phrase; as Nell has pointed out more than once, these are not 20-year-old college students) and libertarianism. We then dipped briefly into ideology, contrasting liberalism with nationalism and fascism.

In the “applied math” class, we reviewed frequencies before turning to measures of central tendency (without using that term): mode, median and mean; we also defined range as the arithmetic difference between the maximum and minimum values. The president dataset was once again up to the challenge. And our older daughter got to use the white board to practice adding more than two numbers of two or more digits as well as long division.

When “Daddy school” ended, I ventured out into the world, stopping at our local CVS to pick up prescriptions for Nell and a few other items before driving to a nearby Star Market. The bread shelves where practically empty, as were most of the frozen vegetable freezers, though I was still able to find broccoli and spinach. Neither here nor at CVS could I find a single bottle of rubbing alcohol or can of Lysol disinfectant for our downstairs neighbors. As I waited quietly in the checkout line, the quirky young cashier—who told us she was 19 years old and this was her first job—told the man in front of me the Star was now limiting customers to two containers per day for milk, eggs, and a host of other products. I was only buying one gallon of milk and no eggs, so I was in no danger there. And despite 19-year-old-cashier’s worry people would try to skirt the two-per-day limit or, worse, get into fights, everyone I encountered—which was not very many people—was patient and understanding.

When I came home, I tried to convince Nell to make the following day’s word of the day “rationing.” She chose a different word, though, as you will see.

Much later that night—err, early morning—I was unwinding to various YouTube videos on our big screen HD “smart” television. I have long been a fan of WhatCulture’s take on pop culture, but this video I watched—in which members of the staff present how they are responding to the need for social distancing—is especially remarkable for how they address the new reality both soberly and comically.  Malinda Kathleen Reese’s humorous take on how properly to wash your hands is in a similar vein.


This is what greeted me on Wednesday, March 18, 2020, when I came downstairs.

March 18 schedule

This was the first day the strain of being homebound began to show on our daughters. The older one—hormones coursing through her five-foot-six-inch frame—melted down in the morning over a range of issues; for the record, our younger daughter is only a few inches shorter. The latter daughter, meanwhile, perhaps responding to the fact one of her closest friends was having brain surgery that day, felt extremely nauseous.

Nonetheless, despite our older daughter now careening into wild hysterics over the Kool Aid man (your guess is as good as mine on this one), we soldiered on into “Daddy academy.” After another brief review, we turned to the American colonies in the 17th and 18th centuries. Specifically, we wondered how 13 disparate colonies, after overthrowing the “no taxation without representation” rule of tyrannical—Aristotle’s term for a solo ruler who makes rules solely on her/his own behalf—King George III of England could then fashion themselves into a nation.

It was while reading the first two paragraphs of the Declaration of Independence that our older daughter decided she wanted to visualize the word “usurp.” This is a fairly accurate depiction, actually.


Careening rapidly through the Articles of Confederation, we came to the process of writing the Constitution of the United States between May and September 1787. And once again, our older daughter had some thoughts on two unfortunate historical realities of the document as originally drafted: a slave being considered 3/5 of a citizen for the decennial census, and the fact women could not vote until 1920.

Kool Aid man was not happy about these things.

Molly react to Constitution

The applied math was far less dramatic. We reviewed range, mode, median and mean before turning to types of statistical distributions—how data are arranged from lowest to highest value—including normal, poisson and exponential. I also touched briefly on the idea of variance, or how narrowly or widely dispersed around the mean values of a variable are.

Later that night, this appeared on the white board—courtesy of Nell, who once made extra money drawing wall murals; as she says, she cannot draw something original, but she can copy anything.

Welcome to Thursday

Until next time…please be safe and sensible out there…

2020 Democratic primaries on March 17, 2020: My final polling update

[Update, 4:02 pm EST on March 17, 2020:

  1. Ohio did postpone its Democratic presidential primary, though all votes cast early will still count toward the final result–and will be extended until June 2, when in-person voting will occur.
  2. Swayble (C+ rating from FiveThirtyEight.com) released polls of the four states scheduled to hold primaries today. The data below are updated accordingly.]

Assuming none are postponed due to the COVID-19 pandemic, on March 17, 2020, four more states will hold primaries to help select the 2020 Democratic presidential nominee, bringing the total number of such contests to 28. Table 1 lists these states, sorted by poll closing times, and the number of pledged delegates each state will provide to the Democratic National Convention, which is planned for July 13-16, 2020 in Milwaukee, Wisconsin. A total of 577 pledged delegates are available on March 17, 14.5% of the total 3,979 to be awarded.[1]

Table 1: Democratic presidential nominating contests, March 17, 2020 by Poll Closing Times

Jurisidiction Poll Closing (EST) Pledged Delegates
Ohio 7:30 pm 136
Florida 8 pm

(most of state: 7 pm)

Illinois 8 pm 155
Arizona 9 pm 67

For what I have already written about the 2020 Democratic presidential nomination process, please see here. Three declared candidates remain—down from 28 in total, though only two have accumulated more than a handful of pledged delegates:

  • Former Vice President Joe Biden                                                               868
  • United States Senator (“Senator”) from Vermont Bernie Sanders      718

United States House of Representatives Member from Hawaii Tulsi Gabbard has earned two pledged delegates, while 135 have been awarded to candidates no longer seeking the nomination.


In the remainder of this post, I present final WAPA (weighted-adjusted polling average) for Biden, Gabbard and Sanders in each state, calculated either one or two ways depending upon available data; polls are up-to-date as of 1 a.m. EST on March 17, 2020. As with the 24 previous contests, a candidate must win ≥15% of the vote to be awarded delegates either statewide or within a Congressional district. All publicly-available polls conducted since January 1, 2019 may be found here.

And here is my updated weighting scheme:

  • Polls conducted entirely or partially after February 3, 2020, but before February 12, 2020 are weighted 2.00 or 1.00+fraction[2] times, respectively, higher than polls conducted entirely before February 4, 2020.
  • Polls conducted entirely or partially after February 11, 2020, but before February 23, 2020 are weighted 3.00 or 2.00+fraction times, respectively, higher than polls conducted entirely before February 12, 2020.
  • Polls conducted entirely or partially after February 22, 2020, but before March 1, 2020 are weighted 4.00 or 3.00+fraction times, respectively, higher than polls conducted entirely before February 23, 2020.
  • Polls conducted entirely or partially after February 29, 2020, but before March 4, 2020 are weighted 5.00 or 4.00+fraction times, respectively, higher than polls conducted entirely before February 29, 2020.
  • Polls conducted entirely or partially after March 3, 2020, but before March 11, 2020 are weighted 10.00 or 5.00+fraction times, respectively, higher than polls conducted entirely before March 4, 2020.
  • Polls conducted entirely or partially after March 10, 2020, but before March 18, 2020 are weighted 15.00 or 10.00+fraction times, respectively, higher than polls conducted entirely before March 11, 2020.

To provide context for the percentage either truly undecided or selecting a different candidate (“DK/Other”), I also include the aggregate final state WAPA for former New York City Mayor Bloomberg; former South Bend, Indiana Mayor Pete Buttigieg; Minnesota Senator Amy Klobuchar; billionaire activist Tom Steyer and Massachusetts Senator Elizabeth Warren combined (“BBKSW”). Their supporters still comprise a sizeable proportion of the “DK/Other” group in a few states (or represent votes cast early), adding a modicum of uncertainty to the outcomes of Tuesday’s races.

7:30 pm EST


Here is the breakdown of publicly-available polls of the 2020 Ohio Democratic Primary, which will conclude on June 2, 2020:

  • 10 since January 1, 2019
  • 4 since the Iowa Caucuses on February 3, 2020

Table 2: Final (until June 2) Ohio Primary WAPA for declared 2020 Democratic presidential nomination candidates

Candidate All Polls Post Iowa Caucuses
Biden 59.9 60.3
Sanders 31.4 32.0
Gabbard 2.4 2.4
DK/Other 7.2 5.3
BBKSW 1.1 0.0

Biden appears headed for a landslide victory in the Buckeye state and could easily net 25-35 pledged delegates.

8:00 pm EST


On a lark in March 1993, I flew from Boston, Massachusetts to Tampa, Florida then rented a car to drive the short distance to Clearwater, where the Philadelphia Phillies hold their spring training. I attended four games that trip. Two years later, my then-girlfriend and I made the same trip, again attending four games; we followed up every year after that through 2000. Here is a photograph of Clearwater Beach from our 1998 trip.

Clearwater 1998

And here is the breakdown of publicly-available polls of the 2020 Florida Democratic Primary:

  • 33 since January 1, 2019
  • 18 since the Iowa Caucuses on February 3, 2020

Table 3: Final Florida Primary WAPA for declared 2020 Democratic presidential nomination candidates

Candidate All Polls Post Iowa Caucuses
Biden 60.6 61.5
Sanders 23.8 24.2
Gabbard 1.2 1.3
DK/Other 14.4 13.0
BBKSW 6.4 5.9

Biden appears headed for a better than 2-1 victory in the Sunshine State. In fact, the former Vice President could easily net 75-85 delegates out of Florida alone.


In late June 2013, my then-coworkers and I attended the American Diabetes Association annual conference in Chicago, Illinois. On June 23, having a wee contrarian streak and a penchant for true crime, I abandoned the conference to make my way to this empty lot. On February 14, 1929, this was the site of the S-M-C Cartage Company—2122 N. Clark Street—then headquarters of the North Side Gang, led by George “Bugs” Moran. After the “massacre” that took place there that morning, however, Moran was pretty much the North Side Gang all by himself.


Here is the breakdown of publicly-available polls of the 2020 Illinois Democratic Primary:

  • 10 since January 1, 2019
  • 8 since the Iowa Caucuses on February 3, 2020

Table 4: Final Illinois Primary WAPA for declared 2020 Democratic presidential nomination candidates

Candidate All Polls Post Iowa Caucuses
Biden 56.3 56.5
Sanders 30.6 30.7
Gabbard 1.4 1.4
DK/Other 11.7 11.4
BBKSW 2.4 2.2

These are very similar numbers to Ohio; Biden could easily net 25-35 delegates from Illinois.

9:00 pm EST


Here is the breakdown of publicly-available polls of the 2020 Arizona Democratic Primary:

  • 11 since January 1, 2019
  • 6 since the Iowa Caucuses on February 3, 2020

Table 5: Final Arizona Primary WAPA for declared 2020 Democratic presidential nomination candidates

Candidate All Polls Post Iowa Caucuses
Biden 50.7 51.8
Sanders 30.9 31.5
Gabbard 0.9 1.0
DK/Other 17.4 15.7
BBKSW 5.1 4.0

Sanders’ demonstrated strength with non-Cuban Latinx voters may make Arizona his “best” state on March 17—meaning the only state in which Biden does not receive at least 60% of the vote. Even then, however, Biden is still likely to net 10-15 pledged delegates from here. 


In a previous post, I cautioned that while Biden appeared headed for a 20-percentage-point (“point”) win in the 2020 Michigan Democratic Primary, Sanders had upset former Secretary of State Hillary Clinton in a similar situation in 2016, winning by 1.3 points. Well, history did not repeat itself: Biden won Michigan by 16.6 points last Tuesday, topping Sanders in every county in the state.

Assuming my WAPA are equally predictive on March 17 [eds. note: including the 25-35 pledged delegates he will likely earn from Ohio on June 2], I estimate Biden will earn between 150 and 160 net pledged delegates on March 17 (splitting the BBKSW percentage 3-2 for Biden and the “pure DK/Other” percentage 2-1 for Sanders). This would give Biden a commanding lead of just over 300 pledged delegates, one which will be exceptionally difficult for Sanders to overcome, barring something extraordinary like a health crisis or catastrophic stumble.

As always, though, I urge caution and humility. These polls are based on turnout models that the coronavirus may render moot. If, despite the need for social distancer, supporters of either Biden or Sanders are far more likely to make their way to the polls—or if Ohio does postpone its primary—the final results could be substantively different, and in either direction.

Still, my best guess is that as of March 18, 2020, Joseph Robinette Biden, Jr. will be the presumptive 2020 Democratic presidential nominee.

We shall see.

Until next time…

[1] An additional 764, at least, “automatic delegates” (also known as “superdelegates”)—mostly elected Democrats—would vote on a second ballot if no candidate clears the 1,991-vote threshold on the first ballot at the Democratic National Convention.

[2] Percentage of days the poll was being conducted were after the most recent primary or caucuses

2020 Super Tuesday contests: My final polling update

[Ed. note: A few hours after I published this, a complete set of Super Tuesday polls was released by Swayable (C+) and Data for Progress (B-/C+), as well as a Spry Strategies poll (C-/D+) of North Carolina. I did not update each state’s final WAPA, though I did update the projected distribution of pledged delegates.]

On March 3, 2020, for the first time during the 2020 Democratic presidential nominating process, multiple states—as well as American Samoa and Democrats Abroad—will hold contests on the same day; there is a reason this day is called “Super Tuesday.” Before examining those contests, you may review results from the Iowa Caucuses, New Hampshire Primary, Nevada Caucuses and South Carolina Primary.

Table 1 lists the 16 jurisdictions holding primaries on Super Tuesday, along with poll closing times and the number of pledged delegates each state will provide to the Democratic National Convention, which will be held July 13-16, 2020 in Milwaukee, Wisconsin.

Table 1: Democratic presidential nominating contests, March 3, 2020 by Poll Closing Times

Jurisidiction Poll Closing (EST) Pledged Delegates
Vermont 7 pm 16
Virginia 7 pm 99
North Carolina 7:30 pm 110
Alabama 8 pm 52
Maine 8 pm 24
Massachusetts 8 pm 91
Oklahoma 8 pm 37
Tennessee 8 pm 64
Texas 8 pm 228
Arkansas 8:30 pm 31
Colorado 9 pm 67
Minnesota 9 pm 75
Utah 9 pm 29
California 11 pm 415
American Samoa n/a 6
Democrats Abroad March 10 13

This Tuesday will be the closest the United States has ever come to a national presidential primary, with three contests in New England, five in the south, three in the center of the nation and three in the west; fully 34.1% of the 3,979 total pledged delegates will be awarded.[1] Just five states—California, Texas, North Carolina, Virginia and Massachusetts—will provide 943 (69.5%) of pledged delegates awarded on Super Tuesday. And as with the four previous Democratic presidential nominating contests, a candidate must win more than 15% of the vote to be awarded any delegates either statewide or within a Congressional district.

As of this writing, there were five declared candidates for the 2020 Democratic presidential nomination:

  • Former Vice President Joe Biden
  • Former New York City Mayor Michael Bloomberg
  • United States House of Representatives Member from Hawaii Tulsi Gabbard
  • United States Senator (“Senator”) from Vermont Bernie Sanders
  • Massachusetts Senator Elizabeth Warren

Bloomberg will actually be appearing on a ballot for the first time. And as I was writing this, Minnesota Senator Amy Klobuchar ended her campaign—and, like former South Bend, Indiana Mayor Pete Buttigieg, endorsed Biden.

In the remainder of this post, I present final WAPA (weighted-adjusted polling average), calculated multiple ways depending upon available data, for each candidate in each state, sorted by poll closing time; polls are up-to-date as of 2 am EST March 3, 2020. All publicly-available polls conducted since January 1, 2019 may be found here.

And here is my updated weighting scheme:

  • Polls conducted entirely or partially after February 3, 2020, but before February 12, 2020 are weighted 2.00 or 1.00+fraction[2] times, respectively, higher than polls conducted entirely before February 4, 2020.
  • Polls conducted entirely or partially after February 11, 2020, but before February 23, 2020 are weighted 3.00 or 2.00+fraction times, respectively, higher than polls conducted entirely before February 12, 2020.
  • Polls conducted entirely or partially after February 22, 2020, but before March 1, 2020 are weighted 4.00 or 3.00+fraction times, respectively, higher than polls conducted entirely before February 23, 2020.
  • Polls conducted entirely or partially after February 29, 2020, but before March 4, 2020 are weighted 5.00 or 4.00+fraction times, respectively, higher than polls conducted entirely before February 29, 2020.

To provide context for the percentage either truly undecided or selecting a different candidate (“DK/Other”), I also include the final state WAPA for Buttigieg, Klobuchar and billionaire activist Tom Steyer combined (“B/K/S”); their supporters consistently comprise a sizeable proportion of the “DK/Other” group adding a great deal of additional uncertainty to the outcomes of Tuesday’s races.

7 pm EST


IMG_2671 (2)

Only one poll was conducted of Sanders’ home state, by Braun Research between February 4 and February 10, 2020; according to FiveThirtyEight.com’s pollster ratings, they have a B-/C+ rating.  Sanders led with 51%; no other candidate reached the 15% delegate threshold. It is very likely Sanders will accrue most if not all of the 16 available pledged delegates.


Here is the breakdown of publicly-available polls of the 2020 Virginia Democratic Primary:

  • 8 since January 1, 2019
  • 5 since the Iowa Caucuses on February 3, 2020

Table 2: Final Virginia Primary WAPA for declared 2020 Democratic presidential nomination candidates

Candidate All Polls February 2020
Biden 28.1 29.4
Sanders 23.4 24.2
Bloomberg 14.2 14.7
Warren 10.1 10.5
Gabbard 0.7 0.6
DK/Other 23.5 20.5
B/K/S 12.0 11.5

Both Biden and Sanders appear to have some momentum in Virginia going into Super Tuesday. In fact, in two polls conducted entirely after the South Carolina Primary, albeit with a C/C+ average, Biden averages 43.5% to Sanders’ 26.5%; neither Warren nor Bloomberg top 12%. If this holds, Biden could easily win well over half of Virginia’s 99 pledged delegates, with Sanders winning most of the rest, and allowing for the possibility Bloomberg and/or Warren top the 15% threshold in at least one of the Commonwealth’s 11 Congressional districts.

7:30 pm EST

North Carolina

Here is the breakdown of publicly-available polls of the 2020 North Carolina Democratic Primary:

  • 22 since January 1, 2019
  • 13 since the Iowa Caucuses on February 3, 2020 (one poll overlapped)

 Table 3: Final North Carolina Primary WAPA for declared 2020 Democratic presidential nomination candidates

Candidate All Polls Post Iowa Caucuses
Biden 23.6 22.0
Sanders 22.8 23.8
Bloomberg 14.9 17.1
Warren 11.7 11.2
Gabbard 1.0 1.0
DK/Other 21.4 19.7
B/K/S 13.9 15.0

Similar to neighboring Virginia, it is difficult to discern momentum in these data, especially with just more than one in five potential voters either genuinely undecided or choosing a different candidate. Nonetheless, if these percentages are predictive, Sanders, Biden and Bloomberg will most likely divide the state’s 99 pledged delegates between them, though Warren could top the 15% threshold in at least one of the state’s 13 Congressional districts.

What these two Eastern seaboard southern states have in common is they will provide the first tests of two propositions:

  1. Biden has significant momentum, at least in southern states, from his landslide win in South Carolina.
  2. Bloomberg will fade following two poor debate performances.

8 pm EST


Only two polls were conducted here, both in 2019: by Change Research between March 20 and March 23 and by Survey Monkey between July 2 and July 16; these pollsters have an average rating of C-/D+, so caution is urged. Still, Alabama resembles South Carolina in many ways, so Biden’s weighted average of 38.3%–with no other candidate topping 15%–is likely highly predictive; Biden could easily win the vast majority of the 52 available pledged delegates.



Only five polls were conducted of the 2020 Maine Democratic Presidential Primary, of which two were conducted after the Iowa Caucuses: one by SocialSphere (B-/C+) between February 10 and 13, 2020, and one by Change Research (C) between March 1 and 2, 2020.

Table 4: Final Maine Primary WAPA for declared 2020 Democratic presidential nomination candidates

Candidate All Polls February 2020
Sanders 31.2 36.3
Biden 20.3 19.5
Warren 16.0 13.4
Bloomberg 8.9 11.5
Gabbard 0.9 1.1
DK/Other 21.6 16.7
B/K/S 8.4 8.2

Fellow New Englander Sanders would appear to have momentum in Maine, and could easily more than half of the state’s 24 pledged delegates, with Biden and, possibly, Warren splitting the remainder.


In the interest of full disclosure, here is the relevant portion of the ballot I cast last Thursday in the 2020 Massachusetts Democratic Presidential Primary:

Voting for Warren 2020

Here is the breakdown of publicly-available polls of the 2020 Massachusettts Democratic Primary:

  • 11 since January 1, 2019
  • 5 since the Iowa Caucuses on February 3, 2020

Table 5: Final Massachusetts Primary WAPA for declared 2020 Democratic presidential nomination candidates

Candidate All Polls Post Iowa Caucuses
Sanders 21.5 22.3
Warren 21.1 20.5
Biden 13.3 12.1
Bloomberg 10.4 11.5
Gabbard 2.4 2.5
DK/Other 31.4 31.1
B/K/S 21.8 23.8

It is very likely Sanders and Warren—who may not win her home state on Super Tuesday—will divide the Commonwealth’s 91 pledged delegates roughly evenly between them, though I would not discount the possibility Biden and/or Bloomberg winning at least 15% of the vote in one or more of Massachusetts’ nine Congressional districts.


Only three polls have been conducted of the 2020 Oklahoma Democratic Presidential Primary, though two of those were conducted after the Iowa Caucuses: one by SoonerPoll.com (B-/C+) from February 17 to 21 and one by Cole Hargrave Snodgrass & Associates (B-/C+) from February 10 to 13.

Table 6: Final Oklahoma Primary WAPA for declared 2020 Democratic presidential nomination candidates

Candidate All Polls Post Iowa Caucuses
Bloomberg 18.1 19.2
Biden 17.3 17.3
Sanders 11.6 12.1
Warren 8.7 8.6
Gabbard 0.0 0.0
DK/Other 44.3 42.8
B/K/S 16.3 17.2

While this appears to be a battle between Bloomberg, Biden and Sanders, I think Biden is very likely to win a large majority of the state’s 37 pledged delegates. Still, the more than 40% not choosing one of the five remaining declared candidates makes the outcome of this contest especially uncertain.


Only one poll has been conducted of the 2020 Tennessee Democratic Primary, by SurveyMonkey (D-) between July 2 and July 16, 2019. Biden led the poll with 33%, however, signaling the possibility he will win the vast majority of the state’s 64 pledged delegates.


Here is the breakdown of publicly-available polls of the 2020 Texas Democratic Primary:

  • 35 since January 1, 2019
  • 12 since the Iowa Caucuses on February 3, 2020

Table 7: Final Texas Primary WAPA for declared 2020 Democratic presidential nomination candidates

Candidate All Polls Post Iowa Caucuses
Sanders 26.7 28.7
Biden 22.4 21.9
Bloomberg 13.8 16.8
Warren 12.7 12.6
Gabbard 1.3 1.4
DK/Other 23.1 18.6
B/K/S 11.9 13.1

Sanders and Bloomberg would appear to have momentum in Texas heading into Super Tuesday, though it is a much closer race for delegates between Sanders, Biden and Bloomberg, with Warren likely accumulating some pledged delegates in around one-third of the state’s 36 Congressional districts. Still, it would not be a surprise to see Sanders win a plurality of the state’s 228 pledged delegates, with Biden not too far behind him.

8:30 pm EST


Only one poll was conducted here, by Hendrix College (B-/C+) between February 6 and 7, 2020. Bloomberg “led” with 20%, followed by Biden (19%), Sanders and Buttigieg each with 16%, and Warren at 9%; Gabbard was not included in the poll. A total of 36% were either undecided or chose a different candidate, with 21% choosing either Buttigieg or Klobuchar (Steyer was not included). Assuming a Biden surge and a Bloomberg collapse, however, I would expect Biden to win at least a plurality, if not an outright majority of the state’s 31 pledged delegates, with most of the remainder going to Sanders.

9 pm EST


Only five polls have been conducted of the 2020 Colorado Democratic Presidential Primary, though three of those were conducted after the Iowa Caucuses.

Table 8: Final Colorado Primary WAPA for declared 2020 Democratic presidential nomination candidates

Candidate All Polls Post Iowa Caucuses
Sanders 30.8 31.6
Warren 16.5 16.4
Biden 11.7 10.3
Bloomberg 10.2 11.4
Gabbard 0.7 0.7
DK/Other 30.1 29.6
B/K/S 16.8 18.0

Sanders is very likely to win Colorado, though perhaps “only” by a high-single-digit margin, thus accruing a majority of the state’s 67 pledged delegates. Still, Warren could potentially finish a close second, winning a few dozen delegates herself. Biden might also accrue a handful of pledged delegates here.


This, of course, is Klobuchar’s home state, so extrapolating from existing polls is extremely tricky. Moreover, only four polls have been conducted of the 2020 Minnesota Democratic Presidential Primary, though two of those were conducted after the Iowa Caucuses: one by Mason-Dixon Research & Polling Inc. (B+) from February 17 to 20 and one by University of Massachusetts, Lowell (A-/B+) from February 13 to 19.

Table 9: Final Minnesota Primary WAPA for declared 2020 Democratic presidential nomination candidates

Candidate All Polls Post Iowa Caucuses
Sanders 19.0 22.0
Warren 18.3 13.6
Biden 12.8 8.5
Bloomberg 3.0 6.1
Gabbard 1.3 2.5
DK/Other 46.7 47.3
B/K/S 29.9 (Klobuchar 21.8) 35.1 (Klobuchar 28.0)

As with Colorado, Sanders now seems poised to win Minnesota, though perhaps “only” by a high-single-digit margin over Warren and Biden. Those three are likely to win nearly all of the state’s 75 pledged delegates, barring Klobuchar still receiving a significant share of the vote, particularly among those who voted early.


Only two polls were conducted here, by Suffolk University (A-) between January 18 and 22, 2020 and by HarrisX (C+) between February 22 and 26, 2020. Sanders leads across these two polls with 27.7%, followed by Bloomberg at 16.5%, Warren at 14.7%, Biden at 7.7% and Gabbard at 0.3%; fully one-third of voters (33.1%) were either truly undecided or chose a different candidate, of whom more than half (18.4%) chose Buttigieg, Klobuchar or Steyer. While, as with the other states whose polls close at 9 pm, Sanders is the favorite to win at least a plurality of Utah’s 29 pledged delegates, Warren could once again surprise here with a strong second place showing, with Biden the wildcard.

11 pm EST



Given the Golden State’s propensity for counting votes slowly, and the fact their 415 pledged delegates represent nearly one-third (31%) of those available on Super Tuesday, the full impact of these 16 contests on the race for the 2020 Democratic presidential nomination may not come fully into focus until early Wednesday morning, at the absolute earliest.

Here is the breakdown of publicly-available polls of the 2020 California Democratic Primary:

  • 53 since January 1, 2019
  • 16 since the Iowa Caucuses on February 3, 2020 (one conducted almost entirely afterward)

Table 10: Final California Primary WAPA for declared 2020 Democratic presidential nomination candidates

Candidate All Polls Post Iowa Caucuses
Sanders 28.7 31.5
Biden 17.8 16.3
Warren 15.2 14.1
Bloomberg 10.4 12.9
Gabbard 1.8 1.9
DK/Other 26.1 23.2
B/K/S 14.2 15.3

The only question about the 2020 California Democratic Primary is how large Sanders’ margin of victory will be. The corollary question is whether Warren and/or Bloomberg reach 15% statewide and/or in any of the state’s 53 Congressional districts. If not, Sanders could possibly win two-thirds of the state’s 415 pledged delegates, netting a minimum of 138 delegates over Biden in just one state.


American Samoa, Democrats Abroad

There is no polling to indicate how the 19 total pledged delegates available from these two jurisdictions will be divided among the candidates.


Perhaps the only two indisputable things we know about Super Tuesday are that a) Sanders appears to be the only candidate who is competitive everywhere, and b) there are an unusually high number of voters either truly undecided or choosing a different candidate in pre-primary polling.

To get a sense of just how good a day Sanders could have—or not–here is a very back-of-the-envelope pseudo-prediction for the number of pledged delegates each candidate will receive on Super Tuesday, based on the following extremely arbitrary assumptions:

  1. Excluding a slight uptick from “DK/Other” voters, Sanders’s Super Tuesday percentages will closely match his final WAPA
  2. Biden will see an uptick in this final WAPA equivalent to 20% of the final WAPA for Bloomberg.
  3. Bloomberg’s results will be 80% of his final WAPA, with no uptick from “DK/Other” voters
  4. B/K/S will split their votes this way:
    1. 50% for B/K/S
    2. 20% each for Biden and Warren
    3. 10% for Sanders
  5. The remaining “DK/Other” voters will split:
    1. 45% each for Biden and Warren
    2. 10% for Sanders
  6. The 19 pledged delegates from American Samoa and Democrats Abroad will split 7 Sanders, 7 Biden, 3 Warren, 2 Bloomberg
  7. There is no substantive difference between statewide and Congressional-district allocation of pledged delegates. This is by far the least-defensible assumption.

Based upon those quite rosy assumptions for Biden and Warren, here is my extremely timey-wimey, wibbly-wobbly not-quite prediction for the distribution of pledged delegates awarded on Super Tuesday:

Biden              470

Sanders          464

Warren           284

Bloomberg     139

I have to say, this rather surprised me—until I realized just how well Biden could do in Virginia, Tennessee, Alabama, Arkansas and Oklahoma, and that he is likely to make the 15% threshold in every state. However, if I distribute the B/K/S and “pure” DK/Other votes evenly between Biden, Sanders and Warren, the delegate allocation looks like this:

Sanders          501

Biden              451

Warren           263

Bloomberg     139

This small tweak in assumptions is the difference between Biden and Sanders being effectively tied in pledged delegates after Super Tuesday and Sanders having a nearly-70 delegate lead.

And that is a huge difference.

We shall see.

Until next time…

[1] An additional 764, at least, “automatic delegates” (also known as “superdelegates”)—mostly elected Democrats—would vote on a second ballot if not candidate clears the 1,991 vote threshold on the first ballot at the Democratic National Convention.

[2] Percentage of days the poll was being conducted were after the most recent primary or caucuses