                               In the

    United States Court of Appeals
                 For the Seventh Circuit
                    ____________________

Nos. 19-1926 & 19-1939

LYDIA E. VEGA,
                                                   Plaintiff-Appellee/
                                                    Cross-Appellant,

                                 v.

CHICAGO PARK DISTRICT,
                                               Defendant-Appellant/
                                                    Cross-Appellee.
                    ____________________

        Appeals from the United States District Court for the
          Northern District of Illinois, Eastern Division.
            No. 1:13-cv-451 — Jorge L. Alonso, Judge.
                      ____________________

     ARGUED JANUARY 9, 2020 — DECIDED APRIL 7, 2020
                ____________________

   Before WOOD, Chief Judge, and EASTERBROOK and BARRETT,
Circuit Judges.
    BARRETT, Circuit Judge. Lydia Vega sued her former
employer, the Chicago Park District, alleging that the Park
District discriminated against her due to her national origin
in violation of Title VII and 42 U.S.C. § 1983. After a seven-
2                                      Nos. 19-1926 & 19-1939

day jury trial, the jury returned a verdict in Vega’s favor on
both claims and awarded her $750,000 in compensatory
damages. The Park District moved for judgment as a matter
of law on both claims; the district court granted the motion
with respect to the § 1983 claim but denied it with respect to
the Title VII claim. With the § 1983 claim gone, the district
court remitted Vega’s award to $300,000, which is the
statutory maximum under Title VII. It then conducted a bench
trial on equitable remedies and granted Vega back pay,
benefits, and a tax-component award.
    On appeal, the Park District challenges the district court’s
denial of its motion for judgment as a matter of law on Vega’s
Title VII claim, several evidentiary rulings, the statutory max-
imum damages award, and the calculation of equitable reme-
dies. Vega cross-appeals the district court’s entry of judgment
as a matter of law on her § 1983 claim. We affirm all of the
district court’s rulings except its grant of the tax-component
award, which we vacate and remand for the district court to
explain its calculation.
                               I.
    Lydia Vega, a Hispanic woman, began her employment
with the Chicago Park District in 1987 and was promoted to
the position of park supervisor in 2004—a position that she
retained until she was fired in 2012 for allegedly violating the
Park District’s employment Code of Conduct. We recount the
story of the Park District’s investigation and termination of
Vega’s employment in the light most favorable to her. Reeves
v. Sanderson Plumbing Prods., Inc., 530 U.S. 133, 150 (2000).
  In late September 2011, the Park District received an anon-
ymous call, accusing Vega of “theft of time”—clocking in
Nos. 19-1926 & 19-1939                                        3

hours that she had not worked. In response to this accusation,
an investigator for the Park District began surveilling Vega’s
car. A few days later, another anonymous caller again accused
Vega of theft of time. At that point, another investigator began
a separate and simultaneous investigation of Vega. Over the
course of 56 days, Vega was surveilled over 252 times. On nu-
merous occasions, the investigators interrupted Vega at work
in front of her coworkers to ask her questions as a part of the
investigation.
   In March 2012, the investigators met with Vega and her
union representative. The investigators had no interest in
hearing Vega’s side of the story; instead, Vega and her union
representative found them to be “pretty dead set” on their
conclusion that Vega had violated the Park District’s Code of
Conduct. By this point, the investigative process was causing
Vega significant anxiety, and in late March, she took medical
leave on the advice of her physician.
    Between July and August 2012, Vega received two sepa-
rate Corrective Action Meeting notices accusing her of the
slightly different offense of timesheet falsification—not being
present at her assigned location at the assigned time. After
sending each notice, Mary Saieva, the Park District’s Human
Resources Manager, met with Vega and her union representa-
tive. Saieva, like the investigators, had little use for Vega’s
side of the story. At both meetings, Saieva refused to listen to
Vega’s explanations or review the documents that Vega had
brought with her to dispute the allegations. After the meet-
ings, Saieva called Elizabeth Millan, Vega’s former supervi-
sor, to discuss the discrepancy in Vega’s timesheets. Millan
told Saieva that she might have asked Vega to work from
home on at least one of those occasions, which would explain
4                                      Nos. 19-1926 & 19-1939

one of the timesheet discrepancies. Saieva, however, disbe-
lieved Millan, who, like Vega, was Hispanic.
   Convinced that Vega was guilty, Saieva recommended
that Vega’s employment be terminated. In violation of the
Park District’s commitments under its union agreement,
Saieva neither consulted with Vega’s then-supervisor nor rec-
ommended any progressive discipline. Instead, she told Mi-
chael Simpkins, the Park District’s Director of Human Re-
sources, that Vega should be fired.
    Simpkins fired Vega after receiving Saieva’s recommenda-
tion and briefly reviewing the investigative report. According
to the final termination letter, Vega was not fired for theft of
time; rather, she was fired for eleven timesheet falsifications
and for being untruthful during her Corrective Action Meet-
ings. In another violation of its union commitments, the Park
District did not offer Vega’s union a pre-disciplinary agree-
ment. Vega appealed the termination decision to the Park Dis-
trict Personnel Board. At that point, an administrative officer
held a hearing and subsequently concluded that Vega’s em-
ployment was properly terminated. The Personnel Board
adopted that decision.
    Vega sued the Park District under Title VII and 42 U.S.C.
§ 1983, alleging discrimination on the basis of national origin.
(We will discuss the evidence that she presented at trial in
greater detail below.) After the evidence was in, the Park Dis-
trict moved under Federal Rule of Civil Procedure 50(a) for
judgment as a matter of law on all of Vega’s claims, but the
district court denied the motion. It sent the case to the jury,
which returned a verdict for Vega on both her Title VII and
§ 1983 claims and awarded her $750,000 in compensatory
Nos. 19-1926 & 19-1939                                         5

damages. As for Vega’s retaliation claims, however, the jury
found in favor of the Park District.
    The Park District renewed its motion for judgment as a
matter of law under Federal Rule of Civil Procedure 50(b) and
moved for a new trial under Federal Rule of Civil Procedure
59. In a separate Rule 59 motion, the Park District also asked
the court to remit the jury’s compensatory award. The district
court granted the Park District’s Rule 50(b) motion on Vega’s
§ 1983 claim but denied it with respect to her Title VII claim.
In light of that disposition, the district court remitted the
jury’s compensatory award to $300,000, which is the statutory
maximum under Title VII.
     The district court then conducted a bench trial on equita-
ble remedies. It awarded Vega back pay ($154,707.50 in salary
and $1,200 in lost bonuses) and benefits ($9,255.42 in substi-
tute health insurance premiums). It initially rejected Vega’s
request for a $30,531.27 tax-component award because it
found that Vega had not adequately explained the calculation
justifying that amount. But, after Vega submitted supple-
mental briefing on the issue, the district court awarded Vega
a tax-component award of $55,924.90 without explaining how
it reached that figure. Finally, as an equitable remedy, the dis-
trict court ordered the Park District to reinstate Vega to her
former position as a park supervisor.
    The Park District appeals every ruling that it lost except
for Vega’s reinstatement. In her cross-appeal, Vega asks us to
reverse the district court’s judgment as a matter of law on her
§ 1983 claim and to restore the jury’s $750,000 compensatory
damages award.
6                                       Nos. 19-1926 & 19-1939

                               A.
    The Park District argues that the district court erred by de-
ciding that Vega had presented enough evidence to support
her Title VII claim. We review the district court’s determina-
tion de novo, Empress Casino Joliet Corp. v. Balmoral Racing
Club, Inc., 831 F.3d 815, 822 (7th Cir. 2016), and because Vega
was the nonmoving party on the Rule 50 motion, we draw all
inferences in her favor. Reeves, 530 U.S. at 150.
     In a Title VII case, “the sole question that matters” is
“[w]hether a reasonable juror could conclude that [the plain-
tiff] would have kept h[er] job if [s]he had a different ethnic-
ity, and everything else had remained the same.” Ortiz v. Wer-
ner Enters., Inc., 834 F.3d 760, 764 (7th Cir. 2016). A plaintiff
can prove discrimination through various types of circum-
stantial evidence because “[d]irect evidence—an overt admis-
sion of discriminatory intent—is rare.” Boss v. Castro, 816 F.3d
910, 916 (7th Cir. 2016). So, the fact that Vega relied mainly on
circumstantial rather than direct evidence is of no moment.
What matters is whether she presented enough evidence to
allow the jury to find in her favor—and she did.
    For instance, Vega introduced evidence that she was an
effective employee of the Park District for over 20 years and
was promoted multiple times during her employment. The
jump straight to termination was not only in tension with
Vega’s long, favorable record, it violated multiple union com-
mitments. That in itself was important evidence because
“[s]ignificant, unexplained or systematic deviations from es-
tablished policies or practices” can be probative of discrimi-
natory intent. Hanners v. Trent, 674 F.3d 683, 694 (7th Cir.
2012).
Nos. 19-1926 & 19-1939                                         7

    Vega also exposed numerous material errors in the Park
District’s investigation through various forms of testimonial
and documentary evidence. For instance, Vega introduced
evidence that she was not driving her usual vehicle—the one
surveilled by the investigators—on two of the eleven days on
which she supposedly falsified her timesheets. That mattered
because the investigators relied on the movement of Vega’s
usual vehicle to track her whereabouts. To rebut another ac-
cusation, Vega testified that she was present at the park on the
occasion in question but entered the building late because she
had found a dead body at the park earlier that morning. The
jury could have found these and similar pieces of evidence
significant because “flagrant inaccuracies and inconsistencies
in the employer’s supposed reason” for firing the plaintiff can
be evidence of pretext. Harden v. Marion Cty. Sheriff's Dep't,
799 F.3d 857, 866 (7th Cir. 2015). And the jury could treat the
Park District’s lack of interest in Vega’s side of the story as
similarly significant. Vega presented the investigation as a de-
termined effort to build a case against her rather than a neu-
tral effort to discover the truth. The jury was free to side with
Vega by concluding that the charges of timesheet falsification
were a pretextual reason for firing her.
    In addition to evidence of pretext, the jury heard testi-
mony that the Park District mistreated other Hispanic em-
ployees. Millan, Vega’s Hispanic former supervisor, testified
that she was assigned to “rough” parks on purpose, while
Ramirez, another Hispanic employee, told the jury that she
retired from her 35-year career at the Park District after a po-
lice officer told her that the Park District investigators were
watching her and her staff. As we have explained, “‘behavior
toward or comments directed at other employees in the pro-
tected group’ is one type of circumstantial evidence that can
8                                      Nos. 19-1926 & 19-1939

support an inference of discrimination.” Hasan v. Foley & Lard-
ner LLP, 552 F.3d 520, 529 (7th Cir. 2008) (citation omitted).
    Vega also had evidence that the Park District disciplined
Hispanics more harshly than other groups. She introduced
data showing that no Caucasian park supervisors were fired
between 2005 and 2012, while 17.6% of the Park District’s His-
panic park supervisors were fired during that same period.
She presented evidence that the Park District’s investigation
into her alleged falsification of timesheets was far more ag-
gressive than its investigations of non-Hispanic employees
accused of similar misconduct. While Vega was surveilled 252
times over the course of 56 days by two different investiga-
tors, a Caucasian park supervisor accused of a similar viola-
tion was surveilled only three times. And while Vega was
fired, the Caucasian park supervisor was not punished even
though the Park District concluded that she had lied on her
timesheets. Similarly, Vega pointed to two other Caucasian
park supervisors, both accused of going to bars during work
hours, who were surveilled only during the mornings, when
bars are typically closed. Vega also presented evidence that
some African-American employees accused of similar time-
sheet violations were never disciplined at all. See Boss, 816
F.3d at 916–17 (holding that the plaintiff can show discrimi-
nation under Title VII by presenting “evidence, whether or
not rigorously statistical, that similarly-situated employees
outside the protected class received systematically better
treatment”); see also Harden, 799 F.3d at 866 (reasoning that
“selective enforcement or investigation” can support a dis-
crimination claim (citation and internal quotation marks
omitted)).
Nos. 19-1926 & 19-1939                                         9

    The Park District maintains that this evidence is irrelevant
because the employees that Vega invoked as comparators
were not similarly situated. For instance, the Park District at-
tempts to distinguish a Caucasian park supervisor who was
accused of, but not disciplined for, a similar timesheet viola-
tion on the ground that she had left the park early in the af-
ternoons during her breaks. But we are hard-pressed to say
that this distinction (or the other minor distinctions to which
the Park District points) would prevent a reasonable jury
from concluding that these employees were similarly situated
to Vega. And while the Park District challenges other of
Vega’s comparators by asserting that they held different po-
sitions and were therefore “not subject to the same standards
as park supervisors,” it offers no explanation of how the
standards differed. Without such an explanation, we can’t as-
sess the strength of this argument.
    The Park District insists that there were two employees
who were similarly situated to Vega: two African-American
park supervisors who, like Vega, were fired after an
investigation into their timesheets. The Park District argues
that faced with this evidence, no reasonable jury could have
concluded that it treated comparable non-Hispanic
employees more favorably than they treated Vega. But a
reasonable jury could reject the Park District’s contention that
the two African-American park supervisors were appropriate
comparators. One was fired for theft of time—for which Vega
was investigated but not dismissed—and the other was fired
after the Park District fired Vega. Given these differences, the
jury was free to find that the Park District’s treatment of these
two African-American park supervisors shed little light on its
treatment of Vega.
10                                     Nos. 19-1926 & 19-1939

    The Park District launches one final challenge to Vega’s
Title VII claim: it contends that Vega failed to show a causal
link between the discrimination and her termination. Any dis-
crimination, it says, was on the part of the investigators, who
were not the decisionmakers. The decisions were made by
Simpkins, who fired her, and the Personnel Board, which de-
clined to reverse his decision. Vega introduced no evidence
that Simpkins or any other member of the Board personally
discriminated against her on the basis of her national origin.
To win, therefore, Vega had to show a causal “link between
an employment decision made by an unbiased individual and
the impermissible bias of a non-decisionmaking co-worker.”
Schandelmeier-Bartels v. Chicago Park Dist., 634 F.3d 372, 379
(7th Cir. 2011). According to the Park District, Vega failed to
do that.
    The Park District’s argument on this score is confusing
and underdeveloped. For starters, it is unclear whether we
should treat the Board’s rejection of Vega’s appeal as the rel-
evant “adverse employment action” for purposes of Vega’s
Title VII claim. The Park District implies that the Board was
the final decisionmaker because it had the power to reverse
Simpkins’s decision. But it fails to explain why this is so.
Simpkins plainly possessed decisionmaking authority; had
Vega not appealed his decision to terminate her, his decision
would have been final. This distinguishes Simpkins’s role
from that of the Fire Department Chief in Woods v. City of
Berwyn, the case on which the Park District hangs its hat—in
Woods, the Fire Department chief possessed only the power to
recommend termination to a Board that made the final deci-
sion. 803 F.3d 865, 870–71 (7th Cir. 2015). To conclude that
Vega’s appeal rendered the Board the final decisionmaker in
her case, we need to know how the appellate process worked.
Nos. 19-1926 & 19-1939                                        11

Did the Board’s disposition of Vega’s appeal reflect its view
that Simpkins’s decision should remain final? Or did the
Board effectively start from scratch and render its own deci-
sion about whether Vega should be terminated? The Park Dis-
trict does not point us to the record evidence that would per-
mit us to make that judgment, and we will not hunt for it our-
selves. See Econ. Folding Box Corp. v. Anchor Frozen Foods Corp.,
515 F.3d 718, 721 (7th Cir. 2008) (“It is not the court’s respon-
sibility to … construct the parties’ arguments for them.”).
    Moreover, regardless of whether Simpkins or the Board
was the “final decisionmaker” in the Park District’s termina-
tion process, the dispositive question is whether the discrimi-
natory animus of the investigators and Saieva was a proxi-
mate cause of the termination decision. See Staub v. Proctor
Hosp., 562 U.S. 411, 422 (2011). As the Court has explained, a
“biased report may remain a causal factor if the independent
investigation takes it into account without determining that
the adverse action was, apart from the supervisor’s recom-
mendation, entirely justified.” Id. at 421. The Park District
does not point us to evidence that would allow us to discern
what role the investigative report or Saieva’s recommenda-
tion played in the Board’s review. And again, it is not our job
to comb the record to determine whether it supports the Park
District’s conclusory assertion—really, it is more of an impli-
cation—that the Board’s review was entirely untainted by ei-
ther the investigative report or Saieva’s recommendation.
    We do know, however, what the record reflects about the
role of the investigative report and Saieva’s recommendation
in Simpkins’s termination decision. Even if Simpkins himself
harbored no racial animus, the jury could have easily con-
cluded that his review was too superficial to constitute “a
12                                        Nos. 19-1926 & 19-1939

meaningful and independent investigation.” Schandelmeier-
Bartels, 634 F.3d at 383. After all, Simpkins simply adopted
Saieva’s recommendation without speaking to anyone else
and admitted that he only read the first three pages of the in-
vestigative report. A plaintiff has “plenty of room” to con-
vince the jury that a causal link exists, id. at 381, and a jury
could reasonably find the necessary causal link here.
   In sum, the evidence was sufficient to allow a reasonable
jury to find in Vega’s favor on her Title VII claim.
                                B.
    The Park District also argues that the district court’s evi-
dentiary errors deprived it of a fair trial, thereby entitling it to
a new one. “A new trial is appropriate where the verdict is
against the clear weight of the evidence or the trial was not
fair to the moving party.” Johnson v. Gen. Bd. of Pension &
Health Benefits of the United Methodist Church, 733 F.3d 722, 730
(7th Cir. 2013). We review evidentiary rulings for an abuse of
discretion and reverse a district court’s denial of a motion for
a new trial only if there is a significant chance that any error
“affected the outcome of the trial.” Smith v. Hunt, 707 F.3d 803,
807–08 (7th Cir. 2013); see also Jordan v. Binns, 712 F.3d 1123,
1137 (7th Cir. 2013). This case does not present such a rare in-
stance.
    Although the Park District challenges numerous eviden-
tiary rulings by the district court, only one warrants even a
brief discussion: the district court’s decision to allow the jury
to view and listen to dozens of surveillance video clips. The
Park District complains that most of these clips were neither
authenticated nor admitted into evidence. This challenge is
hard to take seriously because it essentially begins and ends
Nos. 19-1926 & 19-1939                                                     13

with this conclusory statement. Notably, despite its vehement
complaints that the surveillance videos were not authenti-
cated, the Park District does not contend that the tapes were
anything other than what Vega said they were: footage taken
by the Park District investigators who surveilled her. So far as
we can tell, the Park District’s real problem with the videos is
that they were “irrelevant and prejudicial.” Presumably the
Park District means that the probative value of the videos was
substantially outweighed by the risk that they would unfairly
prejudice the Park District. See FED. R. EVID. 403. Yet the Park
District does not even cite Rule 403, much less develop an ar-
gument as to why allowing the jury to see the videos violated
that rule, much less explain why any error was not harmless.
Given the lack of argument from the Park District, we have
no basis for concluding that the district court abused its dis-
cretion by permitting the jury to see the videos, let alone that
any error warrants reversal.1
                                     C.
   The Park District maintains that the district court should
have remitted Vega’s damages from the jury’s original


    1 The Park District also argues that the district court erred when it took

judicial notice of the 2010 U.S. Census data about the Hispanic population
in Chicago, allowed testimony regarding the ethnicity of the Park Dis-
trict’s employees in 2015, excluded details of Vega’s administrative ap-
peal, and excluded evidence of a phone call between Vega’s counsel and
the Park District’s former Labor Counsel in 2012. These challenges, how-
ever, go nowhere. Even if every one of these evidentiary rulings was an
abuse of discretion, the Park District makes only the feeblest attempt to
show that there is a significant chance that these supposed errors, either
singly or together, “affected the outcome of the trial.” Smith, 707 F.3d at
807–08.
14                                     Nos. 19-1926 & 19-1939

$750,000 grant to less than the statutory maximum of $300,000
under Title VII. We review this decision for abuse of discre-
tion, considering “whether the award is monstrously exces-
sive, whether there is no rational connection between the
award and the evidence, and whether the award is roughly
comparable to awards made in similar cases.” Lampley v. Onyx
Acceptance Corp., 340 F.3d 478, 483–84 (7th Cir. 2003) (citation
and internal quotation marks omitted). Deference is particu-
larly appropriate if, as was the case here, “the district court,
which had the benefit of witnessing trial, itself remitted the
jury’s award to an amount that it determined was commen-
surate with the evidence in the present case viewed in light of
comparable cases.” Deloughery v. City of Chicago, 422 F.3d 611,
620 (7th Cir. 2005).
   Vega testified extensively about the emotional, mental,
and physical distress that she suffered for the final six months
of her employment. She also testified that she was unem-
ployed for a year and constantly worried about her inability
to afford necessary medication and to support her mother.
The award is rationally related to this testimony and is not
monstrously excessive. See Tullis v. Townley Eng'g & Mfg. Co.,
243 F.3d 1058, 1068 (7th Cir. 2001) (holding that the plaintiff
can support an award for nonpecuniary loss by relying solely
on her own testimony about her emotional distress).
    The award is also sufficiently comparable to those made
in similar cases. That is not to say that it is an exact match—
but it doesn’t have to be. We have explained that “[a]wards in
other cases provide a reference point that assists the court in
assessing reasonableness; they do not establish a range be-
yond which awards are necessarily excessive. Due to the
highly fact-specific nature of Title VII cases, such comparisons
Nos. 19-1926 & 19-1939                                        15

are rarely dispositive.” Farfaras v. Citizens Bank & Tr. of Chi.,
433 F.3d 558, 566 (7th Cir. 2006) (citation and internal quota-
tion marks omitted). And here, the “reference point” of other
cases shows this award to be roughly comparable to other
awards supported by “first- and third-person testimony re-
garding ongoing emotional and physical effects of the dis-
crimination.” Schandelmeier-Bartels, 634 F.3d at 390 (collecting
cases). For instance, in Farfaras, we upheld the jury’s decision
to award the plaintiff $200,000 for loss of dignity, humiliation,
emotional distress, and pain and suffering when that emo-
tional distress was supported by testimony highlighting the
fact that the plaintiff “lost self-esteem, gained weight, [and]
had problems sleeping” as a result of the discrimination. 433
F.3d at 563; see also Deloughery, 422 F.3d at 621 (concluding
that a $175,000 award is comparable to lesser awards granted
in other Title VII cases).
   While remitting Vega’s damages to the statutory maxi-
mum was undoubtedly generous, we cannot say that it was
an abuse of discretion. We therefore affirm the award.
                               D.
    The Park District also argues that the district court erred
when it awarded Vega back pay and benefits in lost salary,
lost bonuses, and lost health insurance premiums. Specifi-
cally, the Park District argues that the award was erroneous
because Vega did not mitigate her damages by searching for
comparable employment in her field. In order to prevail on a
failure-to-mitigate argument, the defendant must make two
showings: (1) that the plaintiff was “not reasonably diligent
in seeking other employment,” and (2) that “with the exercise
of reasonable diligence there was a reasonable chance that the
[plaintiff] might have found comparable employment.”
16                                     Nos. 19-1926 & 19-1939

EEOC v. Gurnee Inn Corp., 914 F.2d 815, 818 (7th Cir. 1990).
This is an affirmative defense, and once the district court de-
termines that the defendant has failed to meet its burden,
“[w]e shall not disturb that determination unless it is clearly
erroneous.” Id. The district court found that the Park District
failed both prongs. We agree.
    As for the first prong, the Park District argues that Vega
did not exercise reasonable diligence in finding a comparable
job because she did not apply for jobs in the narrow field of
recreation in municipal parks. The district court disagreed. It
found that Vega exercised reasonable diligence because she
applied for over 100 jobs after she was fired. While not all the
jobs she applied for were comparable to her job as a park su-
pervisor, many of them involved working with youth or oth-
erwise engaging with the community. Thus, the district court
determined that the Park District failed to meet the first
prong. Besides—as the district court correctly noted—the
Park District all but ignores the second prong because it pro-
vides virtually no evidence that Vega would have been suc-
cessful in obtaining a sufficiently comparable job in the nar-
row field of recreation in municipal parks even if she had
tried. We affirm the district court’s award of back pay and
benefits.
                              E.
    Finally, the Park District argues that the district court’s
award of a $55,924.90 tax component is flawed because the
district court offered no explanation for its calculation. Here,
we agree with the Park District—the district court abused its
discretion. EEOC v. N. Star Hosp., Inc., 777 F.3d 898, 904 (7th
Cir. 2015).
Nos. 19-1926 & 19-1939                                       17

    In Title VII suits, the district court has the authority to
grant a tax-component award—a payment geared toward
easing the increased tax burden that results from a lump-sum
award of back pay. Id. at 903–04. But the district court must
exercise that authority in a way that permits appellate review.
Id. at 904 (affirming a similar tax-component award while
urging district courts to explain their calculations when grant-
ing such awards). In North Star Hospital, we affirmed a $6,495
award as a “modest, equitable remedy” even though the dis-
trict court did not explain its decision. Id. That said, we em-
phasized that “[s]ilence on the issue tends to frustrate appel-
late review, and it would be wise for district courts to show
their work if and when they adjudge similar tax-component
awards in the future.” Id.
    The district court in this case did not explain how it ar-
rived at the $55,924.90 figure, which was substantially higher
than the amount that Vega had originally requested. She ini-
tially sought a tax-component award of $30,531.27, but the
district court denied that request because it could not deter-
mine how Vega calculated that amount. After supplemental
briefing on the issue, Vega revised her calculation and pro-
posed this $55,924.90 figure. The district court accepted
Vega’s revised proposal without saying why.
    On appeal, Vega attempts to justify the figure by referenc-
ing some of her submissions to the district court. But even af-
ter reviewing those documents, we are unable to readily dis-
cern whether the calculation is accurate. So, because the dis-
trict court failed to explain its calculation and $55,924.90 is
more than nine times the modest award we affirmed in North
Star Hospital, we vacate the award and remand for the district
court to show its work.
18                                      Nos. 19-1926 & 19-1939

                               II.
    We now turn to Vega’s cross-appeal. Vega argues that the
district court was wrong to grant the Park District’s Rule 50(b)
motion for judgment as a matter of law on her § 1983 claim.
As we did for Vega’s Title VII claim, we review the district
court’s decision de novo, Empress Casino Joliet Corp., 831 F.3d
at 822, and construe the evidence in Vega’s favor. Reeves, 530
U.S. at 150.
    At trial, Vega argued that the Park District was liable un-
der § 1983 because it had a widespread custom of discrimina-
tion against Hispanics. Monell v. Dep’t of Soc. Servs. of the City
of N.Y., 436 U.S. 658, 690–91 (1978) (holding that municipali-
ties “may be sued for constitutional deprivations visited pur-
suant to governmental ‘custom’ even though such a custom
has not received formal approval through the body’s official
decisionmaking channels”). To prevail on this theory, she had
to show both that the custom was widespread and that the
local policymakers were aware of the custom and took no
measures to correct it. Doe v. Vigo Cty., 905 F.3d 1038, 1045 (7th
Cir. 2018); see also Thomas v. Cook Cty. Sheriff’s Dep’t, 604 F.3d
293, 303 (7th Cir. 2010) (holding that, in addition to proving a
widespread custom, the plaintiff must show that the policy-
makers were “aware of the risk created by the custom or prac-
tice and … failed to take appropriate steps to protect the
plaintiff”).
   The district court held that Vega’s § 1983 claim failed as
matter of law because even if Vega had sufficient evidence of
a widespread custom of discrimination against Hispanics, she
had insufficient evidence to show that any “policymaker”
knew about it. Vega challenges this conclusion on appeal, ar-
guing that she presented ample evidence to permit a jury to
Nos. 19-1926 & 19-1939                                         19

find that Simpkins, the Park District’s Director of Human Re-
sources, was a policymaker and that he was aware of the per-
vasive discrimination.
     We need not wade into the “policymaker” question,
though, because Vega failed to show that there was a wide-
spread custom of discrimination against Hispanics in the first
place. Marcus & Millichap Inv. Servs. of Chi., Inc. v. Sekulovski,
639 F.3d 301, 312 (7th Cir. 2011) (“It is well established that we
may affirm the result below on any basis that appears in the
record, even if it was not the district court’s ground for dis-
missing the suit.”). Her case that “[t]he offending custom
[was] widespread and well settled” relied heavily on unin-
formative demographic data. See Vigo Cty., 905 F.3d at 1045.
For instance, she emphasized that neither the Human Re-
sources Department nor the Investigations Department em-
ployed any Hispanics and that several Hispanic employees
were replaced by non-Hispanics. But we have previously cau-
tioned against relying on similar statistical evidence because
it lacks critical context such as the ratio of qualified Hispanics
who actually applied for the relevant positions. Hague v.
Thompson Distrib. Co., 436 F.3d 816, 829 (7th Cir. 2006) (hold-
ing that “without knowing how many positions became avail-
able during the relevant time frame, the number and race of
the candidates applying for those positions, and the candi-
dates’ relative qualifications,” statistical evidence about the
racial demographic of a workplace is “next to worthless” (ci-
tation and internal quotation marks omitted)). Similarly, dur-
ing the trial, Vega relied on a comparison between the data in
the 2010 U.S. Census and the ethnic demographic of the Park
District to highlight the comparatively low ratio of Hispanic
employees at the Park District. But this piece of evidence tells
us even less about the Park District’s hiring practices because
20                                      Nos. 19-1926 & 19-1939

the census data encompasses many more people than just the
relevant market for Park District employees. EEOC v. Chicago
Miniature Lamp Works, 947 F.2d 292, 299 (7th Cir. 1991) (high-
lighting the significance of limiting the data to the “relevant
labor market” when making similar inferences about an em-
ployer’s hiring practice).
    Vega had other evidence that was more helpful, but it still
fell short of establishing the kind of “widespread custom”
necessary for municipal liability under § 1983. For instance,
Millan, Vega’s Hispanic former supervisor, Ramirez, a His-
panic employee, and Vega herself all testified that the Park
District treated them poorly compared to their non-Hispanic
counterparts. Yet a handful of instances does not itself
demonstrate a well-settled practice, see Gable v. City of Chicago,
296 F.3d 531, 538 (7th Cir. 2002), and Vega’s other data did not
carry her much farther. She pointed out that between 2005
and 2012, the Park District fired 17.6% of its Hispanic park
supervisors and none of its Caucasian park supervisors. But
the force of this data is limited by the size of the group: the
numbers mean that the Park District fired three Hispanic park
supervisors in a seven-year period. Nor did the testimony of
Vega’s union representative sufficiently move the needle. He
stated that over a ten-year period, he did not represent any
Caucasian park supervisors in disciplinary or investigative
meetings before the Park District. This data lacks context—for
example, it’s not clear how many such meetings occurred dur-
ing this period. Even putting that aside, however, the com-
bined force of this testimony and Vega’s other evidence fails
to establish a widespread practice of discrimination against
Hispanics that was “so permanent and well settled as to con-
stitute a ‘custom or usage’ with the force of law.” City of St.
Louis v. Praprotnik, 485 U.S. 112, 127 (1988) (plurality opinion)
Nos. 19-1926 & 19-1939                                          21

(quoting Adickes v. S.H. Kress & Co., 398 U.S. 144, 167–68
(1970)).
    It is true that Vega had enough evidence to permit a rea-
sonable jury to find in her favor on her Title VII claim for dis-
crimination on the basis of national origin. But the standard
of liability is different under § 1983, and the district court cor-
rectly concluded that Vega’s evidence of discrimination did
not satisfy it.
                               ***
    In sum, we AFFIRM the district court’s denial of the Park
District’s motion for judgment as a matter of law on Vega’s
Title VII claim, its decision to remit Vega’s compensatory
award to $300,000, and its award of back pay and benefits. We
VACATE the district court’s tax-component award and
REMAND with instructions to the district court to explain its
calculation. We AFFIRM the district court’s judgment as a
matter of law on Vega’s § 1983 claim.
