def app_interval_hours(self):
app_nanopay_time = None
for i in range(self.m_origin_data.shape[0]):
appname = self.m_origin_data.iloc[i]["appname"].lower()
install_time = self.m_origin_data.iloc[i]["timestamps"]
if appname == "nanopay":
app_nanopay_time = install_time
break
msg, flag, app_dt = time2datt(app_nanopay_time, _unit="ms")
msg, flag, end_dt = time2datt(self.m_end_time, _unit="ms")
total_seconds = (end_dt - app_dt).total_seconds()
dst = int(total_seconds / 3600)
return dst
def sms_interval_hours_max(self):
sms_nanopay_max_time = None
max_time = 0
for i in range(self.m_origin_data.shape[0]):
body = self.m_origin_data.iloc[i]["body"]
sms_time = self.m_origin_data.iloc[i]["time"]
if "<Nanopay>" in body or "[Nanopay]" in body:
if sms_time > max_time:
max_time = sms_time
sms_nanopay_max_time = max_time
msg, flag, max_sms_dt = time2datt(sms_nanopay_max_time, _unit="s")
msg, flag, end_dt = time2datt(self.m_end_time, _unit="ms")
total_seconds = (end_dt - max_sms_dt).total_seconds()
dst = int(total_seconds / 3600)
return dst
def sms_timeone_rate(self):
total_cnt = self.m_origin_data.shape[0]
timeone_cnt = 0
for i in range(total_cnt):
sms_time = self.m_origin_data.iloc[i]["time"]
msg, flag, sms_dt = time2datt(sms_time, _unit="s")
sms_hour = sms_dt.hour
if sms_hour >= 0 and sms_hour <= 6:
timeone_cnt += 1
return timeone_cnt * 1.0 / total_cnt