Tax-loss harvesting alternatives for LRN

Among the 8 Education Services peers screened, STRA (Strategic Education, Inc.) has tracked LRN most closely over the past year, with a return correlation of 0.39. The strongest fund stand-in is PEJ (Invesco Leisure & Entertainment) at 0.22 over the past year. Correlations are computed from daily closing-price returns aligned by trading day.

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STOCKS

Single-name peers

Ticker	Name	Sub-industry	1Y	3Y	5Y	10Y
STRA	Strategic Education, Inc.	Education Services	0.39	0.32	0.29	0.25
LOPE	Grand Canyon Education	Education Services	0.39	0.34	0.30	0.29
PRDO	Perdoceo Education Corp.	Education Services	0.35	0.30	0.27	0.27
CVSA	Covista Inc.	Education Services	0.30	0.30	0.28	0.26
DUOL	Duolingo	Education Services	0.25	0.20	0.18	—
UTI	Universal Technical Institute	Education Services	0.22	0.22	0.20	0.12
GHC	Graham Holdings	Education Services	0.20	0.21	0.22	0.18
LAUR	Laureate Education, Inc.	Education Services	0.18	0.21	0.14	0.13

ETFS

Fund stand-ins

An ETF is generally not 'substantially identical' to a single stock, which is why funds are the standard wash-sale-aware replacement.

Ticker	Name	Focus	Match	1Y	3Y	5Y	10Y
PEJ	Invesco Leisure & Entertainment	Leisure & Entertainment	INDUSTRY	0.22	0.19	0.21	0.16
XRT	SPDR S&P Retail ETF	Retail	INDUSTRY	0.21	0.16	0.18	0.18
ITB	iShares US Home Construction	Homebuilders	SUB-IND	0.19	0.12	0.14	0.15
BETZ	Roundhill Sports Betting iGaming	Sports Betting	SUB-IND	0.19	0.17	0.18	0.20
RTH	VanEck Retail ETF	Retail	INDUSTRY	0.18	0.16	0.18	0.15
XHB	SPDR S&P Homebuilders ETF	Homebuilders	SUB-IND	0.17	0.12	0.15	0.16
IYC	iShares US Consumer Discretionary	Cons Discretionary Sector	SECTOR	0.16	0.16	0.19	0.17
FDIS	Fidelity MSCI Consumer Discretionary	Cons Discretionary Sector	SECTOR	0.12	0.14	0.18	0.17
VCR	Vanguard Consumer Discretionary	Cons Discretionary Sector	SECTOR	0.12	0.14	0.18	0.17
XLY	Consumer Discretionary SPDR	Cons Discretionary Sector	SECTOR	0.09	0.12	0.16	0.16
CARZ	First Trust S-Network EV & FV	Autos & EVs	INDUSTRY	-0.07	0.03	0.09	0.09
DRIV	Global X Autonomous & EV ETF	Autonomous & EV	INDUSTRY	-0.07	0.02	0.10	0.12

NEXT STEPS

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Replacement research for LRN's peers

STRA LOPE PRDO CVSA DUOL UTI GHC LAUR

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Method: Pearson correlation of daily closing-price returns, Yahoo Finance data, series aligned by trading day, refreshed weekly. A cell is blank when overlapping history covers less than 60% of its window. Correlation is descriptive, not predictive. Wash-sale treatment depends on facts and circumstances — confirm with a tax professional. Not investment advice.