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Seasonality

Natural Gas (Henry Hub)

NG=F · daily history 2000-08-302026-07-09

July avg return (15y)

-0.4%

month-over-month, n = 15 years

July positive-close prob. (15y)

26.7%

share of those years the month closed positive

Years in 15y sample

15

complete calendar years

Strongest month (15y)

7.4%

April

Window15 complete calendar years in sample

Seasonal path

Average cumulative return through the year (blue, 15-year window), each year indexed to its own first session, with 2026 so far overlaid in amber.

Monthly averages

Average month-over-month return by calendar month (positive blue, negative amber), with the positive-close probability labelled above each bar.

Monthly table

Every calendar month over the 15-year window. Sortable by average return or positive-close probability.

Monthn years
January-5.60%33.3%15
February-3.05%40.0%15
March1.73%46.7%15
April7.37%86.7%15
May1.68%46.7%15
June2.18%46.7%15
July-0.44%26.7%15
August5.67%73.3%15
September4.41%60.0%15
October5.70%60.0%15
November2.77%53.3%15
December-10.86%26.7%15