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Stellar · XLM/USDT · daily

What happens to Stellar after a 20% drop in 3 days?

Since 2018, Stellar has shown a 20% drop in 3 days 12 times. In the 12 cases old enough to score, the price was higher 7 days later 67% of the time, with a median move of +2.5%. On an ordinary day the median 7-day move for XLM is −1.1%.

Weak evidence40

There is a gap, but once you allow for how many studies were run, a gap this large is luck about 66% of the time, so it should not be relied on.

Cases since 201812last on 9 Nov 2022
Higher after 7 days67%ordinary: 44%
Median 7-day move+2.5%ordinary: −1.1%
Could be luck66%allowing for 3,572 studies
Worst / best case−26% / +30%over 7 days
Median path after the signalMiddle half of casesOrdinary XLM drift
−10%0%+10%+20%+30%+40%+50% -5dsignal+7d+14d+30d
Price change relative to the close on the signal day. Based on the 12 cases with a full 30 days of history after them.

By holding period

AfterCasesHigherMedian moveMiddle halfOrdinary medianGapBy luckProof score
1 day1258%+4.8%−3.0% to +13.0%0.0%+4.8%1.0%61
3 days1267%+6.5%−0.6% to +12.2%−0.5%+6.9%4.5%86
7 days1267%+2.5%−0.9% to +9.0%−1.1%+3.7%66%40
14 days1275%+6.0%+0.9% to +13.1%−2.6%+8.6%45%45
30 days1250%−0.3%−5.7% to +8.1%−3.3%+3.0%95%9

“Ordinary median” is the median move of XLM over the same number of days starting from any day. “Gap” is the signal's median minus the ordinary one. “By luck” is how often a gap at least that large comes from randomly chosen days, corrected for the 3,572 studies run at each holding period (for this study taken alone: 21%).

Holding it for 7 days

Typical dip on the way−14.3%ordinary XLM: −7.1%
1 case in 4 dipped past−17.7%before day 7
Fell 10% or more on the way58%ordinary: 35%
Typical best point+17.4%highest price within 7 days
Median after costs+2.2%ordinary: −1.4%
Ahead after costs58%ordinary: 43%

Dips and best points use each day's low and high, measured from the close on the signal day. Costs assume 0.3% for a round trip: a 0.1% exchange fee each way and 0.05% slippage each way.

Did it hold up over time?

Splitting the cases by date: in the earlier 7 the gap over 7 days was +5.2%, and in the later 5 it was +2.2%. Same direction both times.

Every occurrence

One square per occurrence, oldest first. Green: higher 7 days later. Red: lower. Grey: not yet 7 days old.

DateClose+1d+7d+30d
9 Nov 2022$0.08310+17.0%+8.1%+2.6%
11 May 2022$0.1264−4.6%+1.0%+5.3%
21 Jan 2022$0.2028−5.1%−2.1%−4.1%
9 Sep 2021$0.3326−4.7%−0.6%+6.2%
21 Jun 2021$0.2358−0.3%+11.7%−3.2%
19 May 2021$0.4432+11.6%+0.1%−32.9%
23 Feb 2021$0.3865+4.9%+8.3%−6.6%
23 Dec 2020$0.1266+24.9%+4.1%+112.8%
12 Mar 2020$0.03174+24.8%+30.2%+56.7%
24 Sep 2019$0.05275+8.7%+11.1%+14.0%
6 Dec 2018$0.1178−2.4%−11.1%−5.4%
20 Nov 2018$0.1969+4.7%−25.5%−36.9%

The 12 most recent. All 12 are in the open data file.

The rule

Close at least 20% below the close 3 days earlier.

Occurrences closer than 7 days to the previous one are not counted again. The signal is confirmed at the daily close (00:00 UTC) and returns are measured from that close. Full method.

The same signal on other coins

CoinCasesHigher after 7dMedianGapVerdict
Reserve Rights3954%+4.2%+5.6%Weak evidence
Harmony3435%−6.7%−5.4%Weak evidence
Neo3053%+2.6%+3.2%Weak evidence
Gitcoin3432%−3.9%−2.8%Weak evidence
Zcash2463%+5.5%+5.4%Weak evidence
1inch2171%+3.2%+4.5%Weak evidence
Litecoin2467%+2.6%+2.8%Weak evidence
Audius2556%+1.3%+2.4%Weak evidence

20% drop in 3 days across all 94 coins

Other Stellar signals

Full Stellar record

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