Tax-loss harvesting alternatives for KWR

Among the 21 Specialty Chemicals peers screened, RPM (RPM International) has tracked KWR most closely over the past year, with a return correlation of 0.61. The strongest fund stand-in is PAVE (Global X US Infrastructure) at 0.58 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
RPM	RPM International	Specialty Chemicals	0.61	0.59	0.51	0.53
FUL	H.B. Fuller Company	Specialty Chemicals	0.59	0.66	0.61	0.60
AVNT	Avient	Specialty Chemicals	0.58	0.66	0.62	0.54
PPG	PPG Industries	Specialty Chemicals	0.56	0.61	0.57	0.53
IOSP	Innospec, Inc.	Specialty Chemicals	0.56	0.65	0.59	0.60
NGVT	Ingevity, Corp.	Specialty Chemicals	0.56	0.57	0.50	0.50
MTX	Minerals Technologies	Specialty Chemicals	0.56	0.61	0.59	0.60
EMN	Eastman Chemical Company	Specialty Chemicals	0.53	0.55	0.55	0.56
SHW	Sherwin-Williams	Specialty Chemicals	0.49	0.49	0.43	0.44
AXTA	Axalta	Specialty Chemicals	0.49	0.55	0.52	0.48
ESI	Element Solutions	Specialty Chemicals	0.46	0.52	0.53	0.48
ECL	Ecolab Inc.	Specialty Chemicals	0.45	0.36	0.46	0.49
SCL	Stepan Company	Specialty Chemicals	0.44	0.61	0.57	0.59
IFF	International Flavors & Fragrances	Specialty Chemicals	0.40	0.38	0.37	0.42
BCPC	Balchem Corporation	Specialty Chemicals	0.36	0.50	0.50	0.52
CE	Celanese	Specialty Chemicals	0.34	0.46	0.47	0.51
SXT	Sensient Technologies	Specialty Chemicals	0.32	0.40	0.44	0.50
SOLS	Solstice Advanced Materials	Specialty Chemicals	0.31	—	—	—
WLK	Westlake Corporation	Specialty Chemicals	0.24	0.46	0.47	0.51
NEU	NewMarket Corporation	Specialty Chemicals	0.23	0.34	0.35	0.38
ALB	Albemarle Corporation	Specialty Chemicals	0.16	0.37	0.38	0.45

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
PAVE	Global X US Infrastructure	Infrastructure	SECTOR	0.58	0.62	0.63	0.64
XLB	Materials Select Sector SPDR	Materials Sector	SECTOR	0.53	0.62	0.62	0.63
FMAT	Fidelity MSCI Materials ETF	Materials Sector	SECTOR	0.53	0.63	0.63	0.65
VAW	Vanguard Materials ETF	Materials Sector	SECTOR	0.53	0.63	0.63	0.65
IYM	iShares US Basic Materials ETF	Materials Sector	SECTOR	0.46	0.58	0.59	0.63
SLX	VanEck Steel ETF	Steel	SUB-IND	0.45	0.55	0.51	0.54
SPY	SPDR S&P 500 ETF	S&P 500	BROAD	0.44	0.52	0.57	0.59
VOO	Vanguard S&P 500 ETF	S&P 500	BROAD	0.44	0.51	0.56	0.59
XME	SPDR S&P Metals & Mining ETF	Metals & Mining	INDUSTRY	0.32	0.45	0.48	0.53
COPX	Global X Copper Miners ETF	Copper Miners	SUB-IND	0.27	0.33	0.37	0.45
GDX	VanEck Gold Miners ETF	Gold Miners	SUB-IND	0.22	0.18	0.21	0.16
RING	iShares MSCI Global Gold Miners	Gold Miners	SUB-IND	0.21	0.17	0.20	0.17

NEXT STEPS

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Replacement research for KWR's peers

RPM FUL AVNT PPG IOSP NGVT MTX EMN SHW AXTA ESI ECL SCL IFF BCPC CE SXT SOLS WLK NEU ALB

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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.