Quaker Chemical Corporation (KWR) Seasonality
Recurring seasonal patterns for KWR — the calendar windows where Quaker Chemical Corporation has historically tended to rise or fall, with the win rate (how often it repeated) and average return for each, based on the last 10 years of price history.
KWR seasonality at a glance
Over the last 10 years, KWR's strongest seasonal window has been Oct 12 – Nov 11: it ended higher in 10 of 10 years (100% win rate) with an average return of +15.39% across a 30-day hold. On the weak side, KWR has historically declined between Feb 21 – Mar 23, falling in 9 of 10 years (average -7.70%).
In total, our analysis finds 717 recurring seasonal windows for Quaker Chemical Corporation — 428 bullish and 289 bearish. The next high-win-rate window, Sep 27 – Oct 7, opens in 16 days. These figures describe historical behaviour only — not a forecast.
KWR's upcoming & recent seasonal patterns
Holding period:10-day20-day30-dayOrdered by season — windows opening soon first, plus a couple of recently completed high-performers. Holding-period colors help you compare durations at a glance.
| Status | Seasonal window | Hold | Avg return | Win rate | This year |
|---|---|---|---|---|---|
| Completedended 11d ago | Aug 21 – Aug 31 | 10d | +2.33% | 80% | +1.71% |
| Completedended 12d ago | Aug 20 – Aug 30 | 10d | +2.52% | 80% | +0.66% |
| Upcomingin 16d | Sep 27 – Oct 7 | 10d | -1.56% | 80% | — |
| Upcomingin 17d | Sep 28 – Oct 8 | 10d | -2.11% | 80% | — |
| Upcomingin 18d | Sep 29 – Oct 9 | 10d | -1.61% | 80% | — |
| Upcomingin 19d | Sep 30 – Oct 10 | 10d | -1.80% | 80% | — |
| Upcomingin 22d | Oct 3 – Nov 2 | 30d | +2.03% | 80% | — |
Win rate = how often the pattern repeated in the same direction. Average return = the mean move across all analysed years. Past performance does not guarantee future results.
Explore KWR seasonality in full
See the seasonal curve chart, filter by win rate and return, and track upcoming windows — free during beta.
KWR seasonality FAQ
What has historically been the best month to buy KWR stock?
Based on the last 10 years of price data, KWR's strongest seasonal window starts in October: Oct 12 to Nov 11, which ended higher in 10 of 10 years (100% win rate) with an average return of +15.39%. Past seasonal patterns do not guarantee future performance.
What is KWR's strongest seasonal pattern?
KWR's highest-win-rate pattern in our data is the Oct 12 – Nov 11 window (30-day hold): up in 10 of the last 10 years with an average move of +15.39%.
When has KWR historically performed worst?
KWR's weakest recurring window has been Feb 21 to Mar 23, declining in 9 of 10 years with an average return of -7.70%.
How reliable are KWR's seasonal patterns?
Each KWR pattern is scored by its historical win rate — the share of the last 10 years it repeated in the same direction. KWR currently shows 717 recurring windows (428 bullish, 289 bearish). Seasonality describes historical tendencies only; it is not a prediction, and past performance does not guarantee future results.
What is KWR stock seasonality?
Seasonality is the tendency of a stock to perform in a similar way during the same period each year. By analysing Quaker Chemical Corporation's price history across many years, SeasonalityX identifies recurring calendar windows — exact start and end dates — where KWR has repeatedly risen (bullish) or fallen (bearish). Each pattern is scored by its win rate and average return so you can judge how reliable and how strong it has been.
Seasonality is one input among many — it works best alongside your own research and risk management. Learn more in our guide to seasonal analysis and the tutorials.