VIGI Vanguard Whitehall Funds Vanguard International Dividend Appreciation ETF

Last close: 97.58
504-day return: +21.49%
Median $/day: $23.7M
Relationships shown: 14
Leader rank: #508

VIGI moves with VMI, PPLI and GHM once the market is taken out; moves against VXX, VIXM and TAIL; is repeated 1 day later by MAMA.

together opposite · bar = ρ at each lag, −10 … 0 … +10 days · holdout ρ · click a card for the full picture

Same exposure: IGRO move almost identically to VIGI (|ρ| ≥ 0.93). Same-day relationships for the group are listed here.

VIGI vs VMI

Both indexed to 100 at 2026-05-11.

VIGI VMI · range 77–113 · 2026-05-11 → 2026-11-06

Follows VIGI

These tend to repeat VIGI's moves later.

MAMA Mama's Creations, Inc. Common Stock

lag 1dρ -0.22holdout -0.27stable 75%$/day $3.6Mrobust

Moves with VIGI

Same day, ranked by what's left after the market and sector factors are removed ("beyond mkt").

VMI Valmont Industries, Inc.

ρ +0.40beyond mkt +0.08holdout +0.22stable 88%robust

PPLI People Incorporated Common Stock

ρ +0.36beyond mkt -0.06holdout +0.32stable 100%robust

GHM Graham Corporation

ρ +0.32beyond mkt +0.06holdout +0.21stable 88%robust

BWMN Bowman Consulting Group Ltd. Common Stock

ρ +0.39beyond mkt +0.06holdout +0.31stable 88%robust

RYAM Rayonier Advanced Materials Inc.

ρ +0.38beyond mkt -0.05holdout +0.35stable 100%robust

CHPT ChargePoint Holdings, Inc.

ρ +0.36beyond mkt +0.05holdout +0.33stable 100%robust

Moves against VIGI

VXX iPath Series B S&P 500 VIX Short-Term Futures ETN

ρ -0.53beyond mkt +0.10holdout -0.53stable 100%robust

VIXM ProShares VIX Mid-Term Futures ETF

ρ -0.45beyond mkt +0.10holdout -0.44stable 100%robust

TAIL Cambria Tail Risk ETF

ρ -0.31beyond mkt +0.10holdout -0.16stable 75%robust

BTAL AGF U.S. Market Neutral Anti-Beta Fund

ρ -0.37beyond mkt +0.03holdout -0.40stable 100%robust

UUP Invesco DB US Dollar Index Bullish Fund

ρ -0.46beyond mkt +0.01holdout -0.57stable 100%robust

Weekly, not daily

No day-to-day relationship, but 5- or 10-day returns move together.

RMI RiverNorth Opportunistic Municipal Income Fund, Inc. Common Stock

horizon 10dρ +0.43holdout +0.63stable 75%robust

NL NLI Holdings, Inc.

horizon 5dρ +0.30holdout +0.07stable 75%moderate

Changed this quarter

Biggest shifts in same-day correlation over the last 63 trading days versus the year before.

RSBT Return Stacked Bonds & Managed Futures ETF

Δ -0.73recent -0.31prior +0.42beyond mkt +0.05

DBMF iMGP DBi Managed Futures Strategy ETF

Δ -0.70recent -0.45prior +0.25beyond mkt +0.03

BTA Beacon Tactical Alternatives Risk ETF

Δ -0.68recent -0.52prior +0.17beyond mkt +0.02

AHLT American Beacon AHL Trend ETF

Δ -0.66recent -0.34prior +0.32beyond mkt -0.01

KMLM KraneShares Mount Lucas Managed Futures Index Strategy ETF

Δ -0.63recent -0.67prior -0.03beyond mkt +0.03

BWMN Bowman Consulting Group Ltd. Common Stock

Δ -0.61recent -0.19prior +0.42beyond mkt +0.06

Hidden links

Strong beyond-the-market co-movement with few shared neighbours.

Symbol	beyond mkt	raw ρ	shared
EWJV iShares Trust iShares MSCI Japan Value ETF	+0.43	+0.75	2
MUFG Mitsubishi UFJ Financial Group, Inc.	+0.35	+0.58	5
DBEF Xtrackers MSCI EAFE Hedged Equity ETF	+0.43	+0.81	10
EWL iShares MSCI Switzerland ETF	+0.42	+0.81	13
EFAD ProShares MSCI EAFE Dividend Growers ETF	+0.62	+0.91	21
EFA iShares MSCI EAFE ETF	+0.64	+0.91	23