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Monthly return statistics

Monthly average change and the share of positive months for crypto, US and Korean stocks. Up to 10 years, refreshed once a day.

Period

※ Recently listed symbols may not have data for the full period chosen. The period actually available is shown with the results.

PGR

Sample: 482 months · 40.2 years actually available (requested 4 years)

mSamplesAverage %Share positive
Jan40-1.40%38%
Feb40+2.77%65%
Mar40+3.36%63%
Apr40+2.63%65%
May40+2.46%63%
Jun40+0.88%57%
Jul40+0.54%48%
Aug40+1.40%57%
Sep41+0.52%54%
Oct41+3.60%61%
Nov40+0.32%50%
Dec40+2.14%57%

Day-of-week statistics

Based on 1003 daily candles · Day boundary: exchange regular-session date

Each daily candle is one regular trading session, so the weekday is that session's weekday. Days the market was closed have no candle.

DaySamplesAverage %Share positiveVersus 50%
m187+0.11%55% (±7%p)Not distinguishable from 50%
Tue208+0.09%57% (±7%p)Not distinguishable from 50%
Wed206-0.02%47% (±7%p)Not distinguishable from 50%
Thu200+0.09%57% (±7%p)Differs from 50%
Fri202+0.10%51% (±7%p)Not distinguishable from 50%
Sat0———
d0———
  • Average % = mean change from the previous close to that day's close. Positive ratio = share of those weekdays that closed up.
  • The ± in parentheses is the 95% range implied by the sample size. A ratio within 50% ± that range cannot be told apart from a coin flip.
  • With seven days compared at once, one of them can fall outside the range by chance alone.
  • This groups past daily candles by weekday. It does not indicate the direction of the same weekday next week.

Monthly figures are past averages. This symbol's current 4-hour and 12-hour support and resistance are open without signing up. Check on the chart →

Reading the seasonal pattern

  • Average % = the N-year mean change from the month's first bar to its last
  • Positive rate = the share of years that month closed up (70% or more means it rose in most years)
  • With fewer than 4 samples there are too few cases to judge statistically.

※ A pattern that repeated in the past does not mean it will continue. Rates, the economy and company results can change it a great deal.

Seasonality — monthly average return and positive-month ratio by symbol | MarketSurfer