Aggregated price index with volume information
Summary:
- Packaged Software stocks up 1.0% on average while median return up 0.9% in a day
- Packaged Software stocks up 2.2% on average while median return up 2.5% in a week
- Packaged Software stocks up 7.2% on average while median return up 6.6% in a month
- When average return is significantly different from median return, this implies an asymmetry - composite return is driven by some outliners.
Aggregated price index (close) is based on equal weighted constituencies returns. Average short volume and average total volumes are averaged across all volume data among constituencies.
- 1M winners are : Winners for past month are $EGHT 65.3%, $FTHM 36.5%, $SABR 33.8%, $ZDGE 33.7%, $PRTH 29.9%
- 1M losers are : Losers for past month are $SLP -16.8%, $OPRA -17.3%, $CMCM -20.9%, $CRSR -26.1%, $CRWD -32.7%
- 1W winners are : Winners for past week are $PRTH 21.2%, $EGHT 20.1%, $MANH 18.2%, $AMSWA 9.4%, $VERI 9.2%
- 1W losers are : Losers for past week are $UBER -4.3%, $PLTR -4.9%, $CDNS -7.6%, $CMCM -8.3%, $CRWD -16.0%
Correlation Analysis
Index correlation analysis
Correlation for the past month is 19.8%, for the past 3 months is 12.2%
In the past month for a 5 days rolling window, the highest corrrelation is 33.8%, the lowest correlation is -0.5%, the latest correlation is 28.7%
When a correlation deviated from the normal level and goes lower or even negative, it indicates some of stocks have deviated from the normal direction of the group. The deviation could reverse if long term level of correlation was at a higher level. It creates trading opportunities and deserves study whether the deviation is idiosyncratic or systematic.
Among pairwise correlation, the highest correlation is 86.1% between ANSS and CDNS
The lowest correlation is -52.3% between AZPN and BLBX
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