Anomaly Detection for Invesco Aerospace & Defense ETF

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Anomaly Detection for Invesco Aerospace & Defense ETF

Data updated 2025-Oct-22 (Wednesday)

Discover unusual performance and technical indicator levels for Invesco Aerospace & Defense ETF and instantly analyze similar historical situations. Found historical analogues are aggregated to display observed performance leading up to and after those levels. Customize performance metrics & indicators below to view trailing/subsequent history to similar historical analogues of selected metrics

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Anomaly Metrics

Customize selection of various metrics & click Update to see historical performance summary for similar anomalous levels below (default uses all observed anomalies)

Metric	Current Value	Importance	n5d	n10d	n20d	n50d	n100d	n200d
200-d Performance	+39.2%	90	+0.5%	+0.6%	+1.1%	+3.5%	+5.8%	+9.6%
% off 200d SMA	+19.1%	85	+0.4%	+0.5%	+1.1%	+3.8%	+7.4%	+9.9%
MACD-EMA(MACD)	0.03	80	+0.5%	+1.7%	+2.6%	+5.3%	+9.4%	+11.6%
Chaikin A/D	28.1 Million	80	+0.4%	0.0%	+0.5%	+3.1%	+10.6%	+25.8%
200-d Downswing	+58.3%	80	+0.4%	+0.8%	+1.4%	+4.2%	+6.8%	+10.3%
OBV	19 Million	75	+0.5%	+0.6%	+1.0%	+2.7%	+2.0%	+0.8%
ATR	2.64	75	+0.7%	+1.1%	+1.6%	+4.1%	+8.1%	+14.5%
Day Performance	+0.4%	70	+0.6%	+1.0%	+1.3%	+4.0%	+5.3%	+10.5%
10-d Performance	+4.0%	65	+0.7%	+1.4%	+2.3%	+4.8%	+6.7%	+10.9%
Intraday % Change	-0.5%	50	+0.9%	+1.5%	+2.5%	+5.1%	+7.4%	+9.9%
Intraday Swing	+0.9%	50	+0.7%	+1.2%	+2.1%	+4.4%	+6.7%	+11.6%
Intraday Downswing	-0.9%	50	+0.7%	+1.6%	+2.4%	+5.3%	+8.3%	+13.1%

Calculation Median Average Frequency

Update

Selections 200-d Performance % off 200d SMA MACD-EMA(MACD) Chaikin A/D 200-d Downswing OBV ATR Day Performance 10-d Performance Intraday % Change Intraday Swing Intraday Downswing

Trailing & Subsequent Performance summary (median & range) for similar Anomalous levels in history for Invesco Aerospace & Defense ETF

Aggregated Performance observed for similar anomalous levels of the selected metrics in history for Invesco Aerospace & Defense ETF

Trailing Performance					Subsequent Performance
Days	Recent	Median	Range	Distribution	Days	Median	Range	Distribution
Trailing 5	+4.3%	-0.4%	-11.9% +15.9%	45% ↑ 55% ↓	Next 5	+0.6%	-12.5% +12.8%	60% ↑ 40% ↓
Trailing 10	+4.0%	-0.2%	-14.1% +15.1%	47% ↑ 53% ↓	Next 10	+1.0%	-22.0% +16.3%	61% ↑ 39% ↓
Trailing 20	+4.2%	+0.7%	-21.9% +20.4%	57% ↑ 43% ↓	Next 20	+1.7%	-28.3% +20.4%	65% ↑ 35% ↓
Trailing 50	+8.1%	+3.8%	-27.0% +32.1%	71% ↑ 29% ↓	Next 50	+4.2%	-27.2% +26.4%	77% ↑ 23% ↓
Trailing 100	+17.8%	+7.6%	-24.9% +37.1%	76% ↑ 24% ↓	Next 100	+7.0%	-26.4% +31.5%	75% ↑ 26% ↓
Trailing 200	+39.2%	+14.1%	-21.4% +54.1%	78% ↑ 22% ↓	Next 200	+11.5%	-24.7% +46.0%	78% ↑ 22% ↓

Related to Invesco Aerospace & Defense ETF

Information for Invesco Aerospace & Defense ETF

Current Detail : Recent daily/monthly performance & benchmark comparison
Historical Detail : Historical performance & related information using Time Machine
Anomaly Detection : Investigate unusual recent performance & technicals with historical context using AI Currently Viewing
Historical Seasonality : Seasonal performance by calendar months
Dividend History : History of Dividend Yield
Technical History : Popular Technical indicator trends (RSI, MACD etc.)
Metric Deciles : Contextualizing recent performance & technical levels into historical decile buckets
Dollar Cost Averaging : Dollar Cost Average (DCA) over time in your portfolio
Moving Averages : Key Simple & Exponential Moving Averages
Historical Analogues : Insights from closest historical matches to recent performance using Artificial Intelligence
Chart Pattern Matching : Insights from similar historical charts to recent chart using Artificial Intelligence
News Stories : News stories on 2025-Oct-24 on Google

Compare Invesco Aerospace & Defense ETF with other assets

Market Performance : Recent performance across covered assets
Historical Performance : Prior & Subsequent performance across assets on a historical date
Market Technicals : Technical indicator levels across covered assets
Market Seasonality : Seasonal performance by calendar months across covered assets
Pair Correlations : Performance Correlations with other assets
Beta : Volatility relative to the broad market
Performance Comparison : Visually compare/benchmark performance with other assets over time
Side-by-Side Comparison : Contrast with other assets over time in a side-by-side presentation

Analyze Invesco Aerospace & Defense ETF in multiple dimensions using above resources. Other comparable assets include other stocks/etfs/crypto etc.

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percentage insider owned for $tsla
profit margins for $amzn vs $msft
contrast debt to equity for $pfe vs $unh

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Examples

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correlations between $aapl $msft $tsla from 2025-10-15

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Symbol	Special	Category
$SPY	$market, $sp500	index
$IWM	$russell2000	index
$IWB	$russell1000	index
$XLC	$communication	sector
$XLY	$discretionary	sector
$XLP	$staples	sector
$XLE	$energy	sector
$XLF	$financials	sector
$XLV	$healthcare	sector
$XLK	$technology	sector
$XLI	$industriaks	sector
$XLB	$materials	sector
$XLRE	$realestate	sector
$XLU	$utilties	sector
$FXI	$china	region
$INDA	$india	region
$EWZ	$brazil	region
$EWC	$canada	region
$EWG	$germany	region
$EWJ	$japan	region
$EWW	$mexico	region
$EZA	$southafrica	region
$EWY	$korea	region
$EEM	$emerging	region
$EZU	$europe	region
$GLD	$gold	benchmarks
$SLV	$silver	benchmarks
$HYG	$highyield	benchmarks
$TLT	$treasuries	benchmarks
$VIG	$dividendgrowth	strategies
$VUG	$growth	strategies
$HDV	$highdividend	strategies
$MTUM	$momentum	strategies
$VTV	$value	strategies
$KBE	$banks	themes
$IBB	$biotech	themes
$ITB	$homebuilders	themes
$IPO	$ipos	themes
$VV	$largecap	themes
$VUG	$largecapgrowth	themes
$VTV	$largecapvalue	themes
$VO	$midcap	themes
$IWP	$midcapgrowth	themes
$IWS	$midcapvalue	themes
$VB	$smallcap	themes
$VBK	$smallcapgrowth	themes
$VBR	$smallcapvalue	themes
$BTCUSD	$btc	crypto
$ETHUSD	$eth	crypto
$ADAUSD	$cardano	crypto
$DOGEUSD	$doge	crypto
$LTCUSD	$litecoin	crypto
$XRPUSD	$ripple	crypto
$USDTUSD	$tether	crypto

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Anomaly Detection for Invesco Aerospace & Defense ETF

Information for Invesco Aerospace & Defense ETF

Compare Invesco Aerospace & Defense ETF with other assets

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