How are trades in PHOTO/NOTO sorted into volume buckets?
For PHOTO/NOTO, the trade count and volume count are bucketed based on the number of individual trades and total volume count for the day on a post aggregate basis. Each bucket is segmented into three levels of volume, less than 100, between 100 and 199, and 200 or more.
For example, 2 trades occur for the same options series before 9:40am ET.
1st Customer Opening Buy Trade: volume = 50
2nd Customer Opening Buy Trade: volume = 100
In the 9:40am file, they are aggregated for PHOTO/NOTO reports and bucketed as follows.
Trade Count = 2 --> Customer Opening Buy Trades < 100
Trade Volume = 150 --> 100 < Customer Opening Buy Volume < 199
This aggregation will continue across the intraday files until each count breaches a new threshold, at which point the count will shift to the next bucket.