crypto_quant/worklog.md

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# 2025-07-26
Get huge volume based on historical data
Window: 50
Threshold: Mean + 2*std
# 2025-07-28
1. Save huge volume to mysql
2. Support upgrade huge volume based on the latest market data
a. upgrade the latest market data
b. Get the one window period data (e.g. 50) according the earliest updated market data
c. Calculate huge volume according to one window period data + updated data
3. Retrospective trading analysis:
huge volume:
a. high price: The ratio of declines in the next three trading periods
b. low price: The ratio of increases in the next three trading periods
# 2025-07-29
目前来看,底部/ 顶部放量,与之后的涨跌,无明确相关性
但是放量之后的走势,无论放量位于高位还是低位,从第三个交易周期开始,开始趋向下跌 比例超过50%
1. 调整huge_volume的spike_intensity的标准不确定
2. price_high当前窗口的>=90百分位
3. price_low: 当前窗口的<=10百分位
4. 之后观察的周期放宽到12345
5. 行情数据,加入买卖数量数据
# 2025-07-30
当前量价关系,需要评估下几个周期的高点或者低点的变化,而不是收盘价
比如:
当前周期出现大的卖单,需要考虑下个周期低点是否比当期收盘价低
当前周期出现大的买单,需要考虑下个周期高点是否比当期收盘价高
需要分析一个周期内的买盘与卖盘在当前周期的时间分布如拆分为10个时间段买盘与卖盘在各个时间段的比重如何