zhoujie/Quant_Code
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

增加交易策略、交易指标、量化库代码等文件夹

Browse Source
This commit is contained in:
Win_home
2025-04-27 15:54:09 +08:00
parent ca3b209096
commit f57150dae8
589 changed files with 854346 additions and 1757 deletions
Download Patch File Download Diff File Expand all files Collapse all files

1612
1.交易策略/999.其他策略/1.松鼠SF08_基于盘口数据的择时趋势策略/使用文档/一键生成OF数据/ofdata_dj_by_folder_20240606.ipynb Normal file
View File

File diff suppressed because it is too large Load Diff

315
1.交易策略/999.其他策略/1.松鼠SF08_基于盘口数据的择时趋势策略/使用文档/一键生成OF数据/ofdata_dj_csv_by_folder.py Normal file
View File

@@ -0,0 +1,315 @@
'''逐行解释代码：
1.导入所需的模块和库，包括 time、table（来自 matplotlib.pyplot）、pandas、numpy、numba 和 operator。
2.定义了一个名为 process 的函数，用于处理买卖盘的字典数据。
3.定义了一个名为 data 的函数，用于读取并处理 tick 数据，生成分钟级别的 bar 数据。
4.定义了一个名为 orderflow_df_new 的函数，用于处理 tick 数据和分钟级别的 bar 数据，生成订单流数据。
5.定义了一个名为 GetOrderFlow_dj 的函数，用于计算订单流的指标(堆积)。
6.定义了一个名为 back_data 的函数，用于保存回测数据。
7.在 if __name__ == "__main__": 下，首先调用 data() 函数获取 tick 数据和分钟级别的 bar 数据。
然后调用 orderflow_df_new() 函数，传入 tick 数据和 bar 数据，生成订单流数据 ofdata。
打印输出 ofdata。
8.调用 back_data() 函数，将订单流数据保存为回测数据。
打印输出 "done"，表示程序执行完毕。
总体而言，该代码的功能是从 tick 数据中生成分钟级别的 bar 数据，然后根据 bar 数据计算订单流，并将订单流数据保存为回测数据。
#公众号：松鼠Quant
#主页：www.quant789.com
#本策略仅作学习交流使用，实盘交易盈亏投资者个人负责！！！
#版权归松鼠Quant所有，禁止转发、转卖源码违者必究。
# 使用前注意事项：
1、修改read_csv对应的文件地址
2、修改resample对应的转化周期
3、修改folder_path、to_csv对应的保存路径
'''
import time
from matplotlib.pyplot import table
from datetime import timedelta,datetime
import pandas as pd
import numpy as np
from numba import *
from numba import cuda
import operator
import os
import chardet
def process(bidDict,askDict):
bidDictResult,askDictResult = {},{}
sList = sorted(set(list(bidDict.keys()) + list(askDict.keys())))
#print('bidDict:',list(bidDict.keys()))
#print('askDict:',list(askDict.keys()))
#print('sList:',sList)
#240884432
for s in sList:
if s in bidDict:
bidDictResult[s] = bidDict[s]
else:
bidDictResult[s] = 0
if s in askDict:
askDictResult[s] = askDict[s]
else:
askDictResult[s] = 0
return bidDictResult,askDictResult
def dataload(data,cycle):
#日期修正
# data['业务日期'] = data['业务日期'].dt.strftime('%Y-%m-%d')
# data['datetime'] = data['业务日期'] + ' '+data['最后修改时间'].dt.time.astype(str) + '.' + data['最后修改毫秒'].astype(str)
# # 将 'datetime' 列的数据类型更改为 datetime 格式
data['datetime'] = pd.to_datetime(data['datetime'], errors='coerce', format='%Y-%m-%d %H:%M:%S.%f')
# 如果需要，可以将 datetime 列格式化为字符串
#data['formatted_date'] = data['datetime'].dt.strftime('%Y-%m-%d %H:%M:%S.%f')
#计算瞬时成交量
# data['volume'] = data['数量'] - data['数量'].shift(1)
data['volume'] = data['volume'].fillna(0)
#整理好要用的tick数据元素
tickdata =pd.DataFrame({'datetime':data['datetime'],'symbol':data['symbol'],'lastprice':data['lastprice'],
'volume':data['volume'],'bid_p':data['bid_p'],'bid_v':data['bid_v'],'ask_p':data['ask_p'],'ask_v':data['ask_v']})
#tickdata['datetime'] = pd.to_datetime(tickdata['datetime'])
tickdata['open'] = tickdata['lastprice']
tickdata['high'] = tickdata['lastprice']
tickdata['low'] = tickdata['lastprice']
tickdata['close'] = tickdata['lastprice']
tickdata['starttime'] = tickdata['datetime']
# # 找到满足条件的行的索引
# condition = tickdata['datetime'].dt.time == pd.to_datetime('22:59:59').time()
# indexes_to_update = tickdata.index[condition]
# # 遍历索引，将不一致的日期更新为上一行的日期
# for idx in indexes_to_update:
# if idx > 0:
# tickdata.at[idx, 'datetime'] = tickdata.at[idx - 1, 'datetime'].replace(hour=22, minute=59, second=59)
# 确保日期列按升序排序
tickdata.sort_values(by='datetime', inplace=True)
# rule = '1T
bardata = tickdata.resample(on = 'datetime',rule = cycle,label = 'right',closed = 'right').agg({'starttime':'first','symbol':'last','open':'first','high':'max','low':'min','close':'last','volume':'sum'}).reset_index(drop = False)
#240884432
bardata =bardata.dropna().reset_index(drop = True)
return tickdata,bardata
#公众号：松鼠Quant
#主页：www.quant789.com
#本策略仅作学习交流使用，实盘交易盈亏投资者个人负责！！！
#版权归松鼠Quant所有，禁止转发、转卖源码违者必究。
def orderflow_df_new(df_tick,df_min):
df_of=pd.DataFrame({})
t1 = time.time()
startArray = pd.to_datetime(df_min['starttime']).values
voluememin= df_min['volume'].values
highs=df_min['high'].values
lows=df_min['low'].values
opens=df_min['open'].values
closes=df_min['close'].values
endArray = pd.to_datetime(df_min['datetime']).values
tTickArray = pd.to_datetime(df_tick['datetime']).values
bp1TickArray = df_tick['bid_p'].values
ap1TickArray = df_tick['ask_p'].values
lastTickArray = df_tick['lastprice'].values
volumeTickArray = df_tick['volume'].values
symbolarray = df_tick['symbol'].values
indexFinal = 0
for index,tEnd in enumerate(endArray):
start = startArray[index]
bidDict = {}
askDict = {}
bar_vol=voluememin[index]
bar_close=closes[index]
bar_open=opens[index]
bar_low=lows[index]
bar_high=highs[index]
bar_symbol=symbolarray[index]
dt=endArray[index]
for indexTick in range(indexFinal,len(df_tick)):
if tTickArray[indexTick] > tEnd:
break
elif (tTickArray[indexTick] >= start) & (tTickArray[indexTick] <= tEnd):
if indexTick==0:
Bp = round(bp1TickArray[indexTick],2)
Ap = round(ap1TickArray[indexTick],2)
else:
Bp = round(bp1TickArray[indexTick - 1],2)
Ap = round(ap1TickArray[indexTick - 1],2)
LastPrice = round(lastTickArray[indexTick],2)
Volume = volumeTickArray[indexTick]
if LastPrice >= Ap:
if LastPrice in askDict.keys():
askDict[LastPrice] += Volume
else:
askDict[LastPrice] = Volume
if LastPrice <= Bp:
if LastPrice in bidDict.keys():
bidDict[LastPrice] += Volume
else:
bidDict[LastPrice] = Volume
indexFinal = indexTick
bidDictResult,askDictResult = process(bidDict,askDict)
bidDictResult=dict(sorted(bidDictResult.items(),key=operator.itemgetter(0)))
askDictResult=dict(sorted(askDictResult.items(),key=operator.itemgetter(0)))
prinslist=list(bidDictResult.keys())
asklist=list(askDictResult.values())
bidlist=list(bidDictResult.values())
delta=(sum(askDictResult.values()) - sum(bidDictResult.values()))
df=pd.DataFrame({'price':pd.Series([prinslist]),'Ask':pd.Series([asklist]),'Bid':pd.Series([bidlist])})
df['symbol']=bar_symbol
df['datetime']=dt
df['delta']=str(delta)
df['close']=bar_close
df['open']=bar_open
df['high']=bar_high
df['low']=bar_low
df['volume']=bar_vol
# 过滤'volume'列小于等于0的行
df = df[df['volume'] > 0]
# 重新排序DataFrame，按照'datetime'列进行升序排序
df = df.sort_values(by='datetime', ascending=True)
# 重新设置索引，以便索引能够正确对齐
df = df.reset_index(drop=True)
#df['ticktime']=tTickArray[indexTick]
df['dj']=GetOrderFlow_dj(df)
#print(df)
df_of = pd.concat([df_of, df], ignore_index=True)
print(time.time() - t1)
return df_of
def GetOrderFlow_dj(kData):
itemAskBG=['rgb(0,255,255)', 'rgb(255,0,255)', "rgb(255,182,193)"] # 买盘背景色
itemBidBG=['rgb(173,255,47)', 'rgb(255,127,80)', "rgb(32,178,170)"] # 卖盘背景色
Config={
'Value1':3,
'Value2':3,
'Value3':3,
'Value4':True,
}
aryData=kData
djcout=0
for index,row in aryData.iterrows():
kItem=aryData.iloc[index]
high=kItem['high']
low=kItem['low']
close=kItem['close']
open=kItem['open']
dtime=kItem['datetime']
price_s=kItem['price']
Ask_s=kItem['Ask']
Bid_s=kItem['Bid']
delta=kItem['delta']
price_s=price_s
Ask_s=Ask_s
Bid_s=Bid_s
gj=0
xq=0
gxx=0
xxx=0
for i in np.arange (0, len(price_s),1) :
duiji={
'price':0,
'time':0,
'longshort':0,
'cout':0,
'color':'blue'
}
if i==0 :
delta=delta
order= {
"Price":price_s[i],
"Bid":{ "Value":Bid_s[i]},
"Ask":{ "Value":Ask_s[i]}
}
if i>=0 and i<len(price_s)-1:
if (order["Bid"]["Value"]>Ask_s[i+1]*int(Config['Value1'])):
order["Bid"]["Color"]=itemAskBG[1]
gxx+=1
gj+=1
if gj>=int(Config['Value2']) and Config['Value4']==True:
duiji['price']=price_s[i]
duiji['time']=dtime
duiji['longshort']=-1
duiji['cout']=gj
duiji['color']='rgba(0,139,0,0.45)'#绿色
if float(duiji['price'])>0:
djcout+=-1
else :
gj=0
if i>=1 and i<=len(price_s)-1:
if (order["Ask"]["Value"]>Bid_s[i-1]*int(Config['Value1'])):
xq+=1
xxx+=1
order["Ask"]["Color"]=itemBidBG[1]
if xq>=int(Config['Value2']) and Config['Value4']==True:
duiji['price']=price_s[i]
duiji['time']=dtime
duiji['longshort']=1
duiji['cout']=xq
duiji['color']='rgba(255,0,0,0.45)' #红色
if float(duiji['price'])>0:
djcout+=1
else :
xq=0
return djcout
def back_data(df,csv_path):
# 创建新的DataFrame并填充需要的列
new_df = pd.DataFrame()
new_df['datetime'] = pd.to_datetime(df['datetime'], format='%Y/%m/%d %H:%M')
new_df['close'] = df['close']
new_df['open'] = df['open']
new_df['high'] = df['high']
new_df['low'] = df['low']
new_df['volume'] = df['volume']
new_df['sig'] = df['dj']
new_df['symbol'] = df['symbol']
new_df['delta'] = df['delta']
new_df.to_csv(csv_path,index=False)
#new_df.to_csv(f'{sym}back_ofdata_dj.csv',index=False)
def ofdata_dj(file, cycle):
print("file:", file)
csv_df = pd.DataFrame()
dir = os.getcwd()
fileNum_errors = 0
try:
# 读取csv文件，并使用第一行为列标题，编译不通过可以改为gbk
csv_df = pd.read_csv(file,encoding='GBK',parse_dates=['datetime'])
except:
file_path = os.path.join(dir, file)
fileNum_errors += 1
with open(file_path, 'rb') as file:
data = file.read()
# 使用chardet检测编码
detected_encoding = chardet.detect(data)['encoding']
# print("%s当前文件不为gbk格式,其文件格式为%s,需要转换为gbk格式,错误总数为%s"%(file,detected_encoding,fileNum_errors))
print("%s:%s当前文件不为gbk格式,其文件格式为%s,需要转换为gbk格式,错误总数为%s"%(datetime.now().strftime('%Y-%m-%d %H:%M:%S'),file_path,detected_encoding,fileNum_errors))
with open('output_error.txt', 'a') as f:
print("%s:%s当前文件不为gbk格式,其文件格式为%s,需要转换为gbk格式,错误总数为%s"%(datetime.now().strftime('%Y-%m-%d %H:%M:%S'),file_path,detected_encoding,fileNum_errors), file = f)
# print(csv_df)
tick,bar=dataload(csv_df,cycle)
ofdata = orderflow_df_new(tick,bar)
print(ofdata)
code_value = csv_df.loc[0, 'main_contract']# csv_df['main_contract'].keys
return code_value, ofdata

319
1.交易策略/999.其他策略/1.松鼠SF08_基于盘口数据的择时趋势策略/使用文档/一键生成OF数据/ofdata_dj完整OF数据生成CSV.py Normal file
View File

@@ -0,0 +1,319 @@
'''逐行解释代码：
1.导入所需的模块和库，包括 time、table（来自 matplotlib.pyplot）、pandas、numpy、numba 和 operator。
2.定义了一个名为 process 的函数，用于处理买卖盘的字典数据。
3.定义了一个名为 data 的函数，用于读取并处理 tick 数据，生成分钟级别的 bar 数据。
4.定义了一个名为 orderflow_df_new 的函数，用于处理 tick 数据和分钟级别的 bar 数据，生成订单流数据。
5.定义了一个名为 GetOrderFlow_dj 的函数，用于计算订单流的指标(堆积)。
6.定义了一个名为 back_data 的函数，用于保存回测数据。
7.在 if __name__ == "__main__": 下，首先调用 data() 函数获取 tick 数据和分钟级别的 bar 数据。
然后调用 orderflow_df_new() 函数，传入 tick 数据和 bar 数据，生成订单流数据 ofdata。
打印输出 ofdata。
8.调用 back_data() 函数，将订单流数据保存为回测数据。
打印输出 "done"，表示程序执行完毕。
总体而言，该代码的功能是从 tick 数据中生成分钟级别的 bar 数据，然后根据 bar 数据计算订单流，并将订单流数据保存为回测数据。
#公众号：松鼠Quant
#主页：www.quant789.com
#本策略仅作学习交流使用，实盘交易盈亏投资者个人负责！！！
#版权归松鼠Quant所有，禁止转发、转卖源码违者必究。
# 使用前注意事项：
1、修改read_csv对应的文件地址
2、修改resample对应的转化周期
3、修改folder_path、to_csv对应的保存路径
'''
import time
from matplotlib.pyplot import table
from datetime import timedelta
import pandas as pd
import numpy as np
from numba import *
from numba import cuda
import operator
import os
def process(bidDict,askDict):
bidDictResult,askDictResult = {},{}
sList = sorted(set(list(bidDict.keys()) + list(askDict.keys())))
#print('bidDict:',list(bidDict.keys()))
#print('askDict:',list(askDict.keys()))
#print('sList:',sList)
#240884432
for s in sList:
if s in bidDict:
bidDictResult[s] = bidDict[s]
else:
bidDictResult[s] = 0
if s in askDict:
askDictResult[s] = askDict[s]
else:
askDictResult[s] = 0
return bidDictResult,askDictResult
def dataload(data):
#日期修正
# data['业务日期'] = data['业务日期'].dt.strftime('%Y-%m-%d')
# data['datetime'] = data['业务日期'] + ' '+data['最后修改时间'].dt.time.astype(str) + '.' + data['最后修改毫秒'].astype(str)
# # 将 'datetime' 列的数据类型更改为 datetime 格式
data['datetime'] = pd.to_datetime(data['datetime'], errors='coerce', format='%Y-%m-%d %H:%M:%S.%f')
# 如果需要，可以将 datetime 列格式化为字符串
#data['formatted_date'] = data['datetime'].dt.strftime('%Y-%m-%d %H:%M:%S.%f')
#计算瞬时成交量
# data['volume'] = data['数量'] - data['数量'].shift(1)
data['volume'] = data['volume'].fillna(0)
#整理好要用的tick数据元素
tickdata =pd.DataFrame({'datetime':data['datetime'],'symbol':data['symbol'],'lastprice':data['lastprice'],
'volume':data['volume'],'bid_p':data['bid_p'],'bid_v':data['bid_v'],'ask_p':data['ask_p'],'ask_v':data['ask_v']})
#tickdata['datetime'] = pd.to_datetime(tickdata['datetime'])
tickdata['open'] = tickdata['lastprice']
tickdata['high'] = tickdata['lastprice']
tickdata['low'] = tickdata['lastprice']
tickdata['close'] = tickdata['lastprice']
tickdata['starttime'] = tickdata['datetime']
# # 找到满足条件的行的索引
# condition = tickdata['datetime'].dt.time == pd.to_datetime('22:59:59').time()
# indexes_to_update = tickdata.index[condition]
# # 遍历索引，将不一致的日期更新为上一行的日期
# for idx in indexes_to_update:
# if idx > 0:
# tickdata.at[idx, 'datetime'] = tickdata.at[idx - 1, 'datetime'].replace(hour=22, minute=59, second=59)
# 确保日期列按升序排序
tickdata.sort_values(by='datetime', inplace=True)
bardata = tickdata.resample(on = 'datetime',rule = '1T',label = 'right',closed = 'right').agg({'starttime':'first','symbol':'last','open':'first','high':'max','low':'min','close':'last','volume':'sum'}).reset_index(drop = False)
#240884432
bardata =bardata.dropna().reset_index(drop = True)
return tickdata,bardata
#公众号：松鼠Quant
#主页：www.quant789.com
#本策略仅作学习交流使用，实盘交易盈亏投资者个人负责！！！
#版权归松鼠Quant所有，禁止转发、转卖源码违者必究。
def orderflow_df_new(df_tick,df_min):
df_of=pd.DataFrame({})
t1 = time.time()
startArray = pd.to_datetime(df_min['starttime']).values
voluememin= df_min['volume'].values
highs=df_min['high'].values
lows=df_min['low'].values
opens=df_min['open'].values
closes=df_min['close'].values
endArray = pd.to_datetime(df_min['datetime']).values
tTickArray = pd.to_datetime(df_tick['datetime']).values
bp1TickArray = df_tick['bid_p'].values
ap1TickArray = df_tick['ask_p'].values
lastTickArray = df_tick['lastprice'].values
volumeTickArray = df_tick['volume'].values
symbolarray = df_tick['symbol'].values
indexFinal = 0
for index,tEnd in enumerate(endArray):
start = startArray[index]
bidDict = {}
askDict = {}
bar_vol=voluememin[index]
bar_close=closes[index]
bar_open=opens[index]
bar_low=lows[index]
bar_high=highs[index]
bar_symbol=symbolarray[index]
dt=endArray[index]
for indexTick in range(indexFinal,len(df_tick)):
if tTickArray[indexTick] > tEnd:
break
elif (tTickArray[indexTick] >= start) & (tTickArray[indexTick] <= tEnd):
if indexTick==0:
Bp = round(bp1TickArray[indexTick],2)
Ap = round(ap1TickArray[indexTick],2)
else:
Bp = round(bp1TickArray[indexTick - 1],2)
Ap = round(ap1TickArray[indexTick - 1],2)
LastPrice = round(lastTickArray[indexTick],2)
Volume = volumeTickArray[indexTick]
if LastPrice >= Ap:
if LastPrice in askDict.keys():
askDict[LastPrice] += Volume
else:
askDict[LastPrice] = Volume
if LastPrice <= Bp:
if LastPrice in bidDict.keys():
bidDict[LastPrice] += Volume
else:
bidDict[LastPrice] = Volume
indexFinal = indexTick
bidDictResult,askDictResult = process(bidDict,askDict)
bidDictResult=dict(sorted(bidDictResult.items(),key=operator.itemgetter(0)))
askDictResult=dict(sorted(askDictResult.items(),key=operator.itemgetter(0)))
prinslist=list(bidDictResult.keys())
asklist=list(askDictResult.values())
bidlist=list(bidDictResult.values())
delta=(sum(askDictResult.values()) - sum(bidDictResult.values()))
df=pd.DataFrame({'price':pd.Series([prinslist]),'Ask':pd.Series([asklist]),'Bid':pd.Series([bidlist])})
df['symbol']=bar_symbol
df['datetime']=dt
df['delta']=str(delta)
df['close']=bar_close
df['open']=bar_open
df['high']=bar_high
df['low']=bar_low
df['volume']=bar_vol
# 过滤'volume'列小于等于0的行
df = df[df['volume'] > 0]
# 重新排序DataFrame，按照'datetime'列进行升序排序
df = df.sort_values(by='datetime', ascending=True)
# 重新设置索引，以便索引能够正确对齐
df = df.reset_index(drop=True)
#df['ticktime']=tTickArray[indexTick]
df['dj']=GetOrderFlow_dj(df)
#print(df)
df_of = pd.concat([df_of, df], ignore_index=True)
print(time.time() - t1)
return df_of
def GetOrderFlow_dj(kData):
itemAskBG=['rgb(0,255,255)', 'rgb(255,0,255)', "rgb(255,182,193)"] # 买盘背景色
itemBidBG=['rgb(173,255,47)', 'rgb(255,127,80)', "rgb(32,178,170)"] # 卖盘背景色
Config={
'Value1':3,
'Value2':3,
'Value3':3,
'Value4':True,
}
aryData=kData
djcout=0
for index,row in aryData.iterrows():
kItem=aryData.iloc[index]
high=kItem['high']
low=kItem['low']
close=kItem['close']
open=kItem['open']
dtime=kItem['datetime']
price_s=kItem['price']
Ask_s=kItem['Ask']
Bid_s=kItem['Bid']
delta=kItem['delta']
price_s=price_s
Ask_s=Ask_s
Bid_s=Bid_s
gj=0
xq=0
gxx=0
xxx=0
for i in np.arange (0, len(price_s),1) :
duiji={
'price':0,
'time':0,
'longshort':0,
'cout':0,
'color':'blue'
}
if i==0 :
delta=delta
order= {
"Price":price_s[i],
"Bid":{ "Value":Bid_s[i]},
"Ask":{ "Value":Ask_s[i]}
}
if i>=0 and i<len(price_s)-1:
if (order["Bid"]["Value"]>Ask_s[i+1]*int(Config['Value1'])):
order["Bid"]["Color"]=itemAskBG[1]
gxx+=1
gj+=1
if gj>=int(Config['Value2']) and Config['Value4']==True:
duiji['price']=price_s[i]
duiji['time']=dtime
duiji['longshort']=-1
duiji['cout']=gj
duiji['color']='rgba(0,139,0,0.45)'#绿色
if float(duiji['price'])>0:
djcout+=-1
else :
gj=0
if i>=1 and i<=len(price_s)-1:
if (order["Ask"]["Value"]>Bid_s[i-1]*int(Config['Value1'])):
xq+=1
xxx+=1
order["Ask"]["Color"]=itemBidBG[1]
if xq>=int(Config['Value2']) and Config['Value4']==True:
duiji['price']=price_s[i]
duiji['time']=dtime
duiji['longshort']=1
duiji['cout']=xq
duiji['color']='rgba(255,0,0,0.45)' #红色
if float(duiji['price'])>0:
djcout+=1
else :
xq=0
return djcout
def back_data(df):
# 创建新的DataFrame并填充需要的列
new_df = pd.DataFrame()
new_df['datetime'] = pd.to_datetime(df['datetime'], format='%Y/%m/%d %H:%M')
new_df['close'] = df['close']
new_df['open'] = df['open']
new_df['high'] = df['high']
new_df['low'] = df['low']
new_df['volume'] = df['volume']
new_df['sig'] = df['dj']
new_df['symbol'] = df['symbol']
new_df['delta'] = df['delta']
new_df.to_csv(f'./rb888_rs_2022_back_ofdata_dj.csv',index=False)
#new_df.to_csv(f'{sym}back_ofdata_dj.csv',index=False)
if __name__ == "__main__":
#公众号：松鼠Quant
#主页：www.quant789.com
#本策略仅作学习交流使用，实盘交易盈亏投资者个人负责！！！
#版权归松鼠Quant所有，禁止转发、转卖源码违者必究。
data=pd.read_csv('D:/data_transfer/data_rs_merged/上期所/rb888/rb888_rs_2022.csv',encoding='GBK',parse_dates=['datetime']) # ['业务日期','最后修改时间']
print(data)
tick,bar=dataload(data)
ofdata = orderflow_df_new(tick,bar)
print(ofdata)
#保存orderflow数据
folder_path = 'D:/of_data/tick生成的OF数据/data_rs_merged/上期所/rb888/'
if not os.path.exists(folder_path):
# os.mkdir(folder_path)
os.makedirs(folder_path)
# 获取当前工作目录
current_directory = os.getcwd()
print("当前工作目录：", current_directory)
# 设置新的工作目录
os.chdir(folder_path)
# 验证新的工作目录
updated_directory = os.getcwd()
print("已更改为新的工作目录：", updated_directory)
ofdata.to_csv('./rb888_rs_2022_ofdata_dj.csv')
#保存回测数据
back_data(ofdata)
print('done')

26983
1.交易策略/999.其他策略/1.松鼠SF08_基于盘口数据的择时趋势策略/使用文档/一键生成OF数据/rb主力连续_20230103.csv Normal file
View File

File diff suppressed because it is too large Load Diff

226
1.交易策略/999.其他策略/1.松鼠SF08_基于盘口数据的择时趋势策略/使用文档/一键生成OF数据/tick生成的OF数据/back_ofdata_dj.csv Normal file
View File

@@ -0,0 +1,226 @@
datetime,close,open,high,low,volume,sig,symbol,delta
2023-01-03 09:01:00,4070.0,4090.0,4090.0,4056.0,55742.0,0,rb2305,-12329.0
2023-01-03 09:02:00,4056.0,4068.0,4069.0,4054.0,37763.0,0,rb2305,3143.0
2023-01-03 09:03:00,4052.0,4055.0,4056.0,4046.0,35473.0,0,rb2305,-1952.0
2023-01-03 09:04:00,4037.0,4051.0,4051.0,4033.0,46025.0,0,rb2305,89.0
2023-01-03 09:05:00,4029.0,4037.0,4037.0,4028.0,39521.0,0,rb2305,-4223.0
2023-01-03 09:06:00,4033.0,4029.0,4035.0,4024.0,35130.0,0,rb2305,9520.0
2023-01-03 09:07:00,4040.0,4033.0,4042.0,4029.0,23920.0,0,rb2305,4720.0
2023-01-03 09:08:00,4042.0,4041.0,4044.0,4037.0,18135.0,0,rb2305,1739.0
2023-01-03 09:09:00,4042.0,4041.0,4046.0,4040.0,19528.0,0,rb2305,-86.0
2023-01-03 09:10:00,4035.0,4042.0,4043.0,4035.0,13389.0,0,rb2305,-1531.0
2023-01-03 09:11:00,4029.0,4034.0,4036.0,4028.0,20563.0,0,rb2305,-2435.0
2023-01-03 09:12:00,4031.0,4029.0,4033.0,4029.0,16455.0,0,rb2305,6633.0
2023-01-03 09:13:00,4030.0,4030.0,4034.0,4028.0,13479.0,0,rb2305,4027.0
2023-01-03 09:14:00,4030.0,4030.0,4032.0,4028.0,17070.0,0,rb2305,-1711.0
2023-01-03 09:15:00,4028.0,4030.0,4033.0,4028.0,12241.0,0,rb2305,2226.0
2023-01-03 09:16:00,4028.0,4027.0,4031.0,4027.0,11094.0,0,rb2305,-544.0
2023-01-03 09:17:00,4020.0,4029.0,4029.0,4019.0,23338.0,-1,rb2305,-5895.0
2023-01-03 09:18:00,4018.0,4020.0,4024.0,4018.0,15721.0,0,rb2305,-302.0
2023-01-03 09:19:00,4019.0,4018.0,4022.0,4017.0,10202.0,0,rb2305,1162.0
2023-01-03 09:20:00,4022.0,4019.0,4022.0,4019.0,9270.0,1,rb2305,4734.0
2023-01-03 09:21:00,4019.0,4020.0,4025.0,4018.0,13402.0,0,rb2305,2638.0
2023-01-03 09:22:00,4023.0,4018.0,4024.0,4018.0,8214.0,0,rb2305,2843.0
2023-01-03 09:23:00,4023.0,4023.0,4025.0,4022.0,9371.0,0,rb2305,3814.0
2023-01-03 09:24:00,4023.0,4023.0,4024.0,4019.0,8897.0,0,rb2305,-1819.0
2023-01-03 09:25:00,4022.0,4022.0,4024.0,4021.0,7895.0,0,rb2305,-162.0
2023-01-03 09:26:00,4019.0,4022.0,4023.0,4016.0,10157.0,0,rb2305,-137.0
2023-01-03 09:27:00,4025.0,4018.0,4026.0,4017.0,10624.0,0,rb2305,5036.0
2023-01-03 09:28:00,4028.0,4025.0,4029.0,4023.0,10447.0,2,rb2305,2908.0
2023-01-03 09:29:00,4030.0,4028.0,4032.0,4025.0,13354.0,0,rb2305,-1638.0
2023-01-03 09:30:00,4036.0,4030.0,4038.0,4030.0,16303.0,0,rb2305,1827.0
2023-01-03 09:31:00,4044.0,4037.0,4046.0,4035.0,24117.0,0,rb2305,-2499.0
2023-01-03 09:32:00,4042.0,4043.0,4045.0,4041.0,8941.0,0,rb2305,-1775.0
2023-01-03 09:33:00,4048.0,4042.0,4049.0,4042.0,12987.0,0,rb2305,1611.0
2023-01-03 09:34:00,4047.0,4048.0,4049.0,4044.0,7839.0,0,rb2305,-283.0
2023-01-03 09:35:00,4046.0,4046.0,4049.0,4044.0,8124.0,0,rb2305,-2421.0
2023-01-03 09:36:00,4043.0,4046.0,4047.0,4042.0,7150.0,0,rb2305,-1262.0
2023-01-03 09:37:00,4040.0,4042.0,4043.0,4039.0,6684.0,0,rb2305,-2299.0
2023-01-03 09:38:00,4043.0,4041.0,4044.0,4040.0,3798.0,0,rb2305,362.0
2023-01-03 09:39:00,4040.0,4043.0,4045.0,4038.0,7079.0,0,rb2305,-1865.0
2023-01-03 09:40:00,4042.0,4039.0,4043.0,4038.0,3672.0,0,rb2305,979.0
2023-01-03 09:41:00,4042.0,4042.0,4044.0,4040.0,5490.0,0,rb2305,1949.0
2023-01-03 09:42:00,4042.0,4042.0,4044.0,4040.0,3555.0,0,rb2305,312.0
2023-01-03 09:43:00,4045.0,4042.0,4045.0,4039.0,3854.0,0,rb2305,-1107.0
2023-01-03 09:44:00,4042.0,4044.0,4047.0,4041.0,3984.0,0,rb2305,1618.0
2023-01-03 09:45:00,4043.0,4041.0,4044.0,4041.0,2361.0,0,rb2305,-284.0
2023-01-03 09:46:00,4045.0,4043.0,4047.0,4041.0,3712.0,0,rb2305,-81.0
2023-01-03 09:47:00,4040.0,4045.0,4045.0,4040.0,2886.0,0,rb2305,-148.0
2023-01-03 09:48:00,4035.0,4040.0,4041.0,4033.0,10250.0,-2,rb2305,-4437.0
2023-01-03 09:49:00,4036.0,4034.0,4037.0,4033.0,3654.0,0,rb2305,6.0
2023-01-03 09:50:00,4035.0,4035.0,4037.0,4034.0,3020.0,0,rb2305,118.0
2023-01-03 09:51:00,4038.0,4036.0,4039.0,4036.0,3751.0,0,rb2305,1299.0
2023-01-03 09:52:00,4039.0,4038.0,4041.0,4037.0,2804.0,0,rb2305,954.0
2023-01-03 09:53:00,4039.0,4039.0,4040.0,4038.0,1046.0,0,rb2305,48.0
2023-01-03 09:54:00,4037.0,4038.0,4040.0,4037.0,1251.0,0,rb2305,-119.0
2023-01-03 09:55:00,4040.0,4037.0,4041.0,4037.0,2095.0,0,rb2305,289.0
2023-01-03 09:56:00,4040.0,4040.0,4042.0,4040.0,1979.0,0,rb2305,379.0
2023-01-03 09:57:00,4039.0,4041.0,4041.0,4037.0,2022.0,0,rb2305,-813.0
2023-01-03 09:58:00,4042.0,4039.0,4043.0,4039.0,2282.0,0,rb2305,792.0
2023-01-03 09:59:00,4040.0,4041.0,4042.0,4040.0,1716.0,0,rb2305,-446.0
2023-01-03 10:00:00,4037.0,4040.0,4042.0,4036.0,4221.0,0,rb2305,-800.0
2023-01-03 10:01:00,4042.0,4037.0,4042.0,4037.0,2613.0,0,rb2305,-327.0
2023-01-03 10:02:00,4047.0,4042.0,4047.0,4041.0,6388.0,0,rb2305,1716.0
2023-01-03 10:03:00,4049.0,4047.0,4049.0,4046.0,4646.0,0,rb2305,950.0
2023-01-03 10:04:00,4048.0,4048.0,4049.0,4047.0,3146.0,0,rb2305,-768.0
2023-01-03 10:05:00,4049.0,4048.0,4050.0,4047.0,5110.0,0,rb2305,2163.0
2023-01-03 10:06:00,4049.0,4049.0,4050.0,4048.0,5620.0,0,rb2305,1040.0
2023-01-03 10:07:00,4050.0,4049.0,4051.0,4048.0,3200.0,0,rb2305,683.0
2023-01-03 10:08:00,4053.0,4050.0,4054.0,4050.0,7732.0,0,rb2305,1492.0
2023-01-03 10:09:00,4051.0,4054.0,4056.0,4051.0,8622.0,0,rb2305,-1216.0
2023-01-03 10:10:00,4050.0,4052.0,4053.0,4049.0,3967.0,0,rb2305,77.0
2023-01-03 10:11:00,4042.0,4051.0,4051.0,4040.0,12156.0,0,rb2305,-1578.0
2023-01-03 10:12:00,4040.0,4042.0,4043.0,4040.0,5360.0,0,rb2305,-1458.0
2023-01-03 10:13:00,4042.0,4041.0,4042.0,4040.0,4357.0,0,rb2305,705.0
2023-01-03 10:14:00,4044.0,4042.0,4044.0,4041.0,3225.0,0,rb2305,1539.0
2023-01-03 10:15:00,4044.0,4044.0,4045.0,4043.0,1839.0,0,rb2305,1147.0
2023-01-03 10:31:00,4051.0,4051.0,4053.0,4049.0,11318.0,0,rb2305,1525.0
2023-01-03 10:32:00,4050.0,4051.0,4052.0,4049.0,2903.0,0,rb2305,-480.0
2023-01-03 10:33:00,4048.0,4051.0,4052.0,4048.0,2751.0,0,rb2305,-1241.0
2023-01-03 10:34:00,4051.0,4048.0,4052.0,4048.0,3113.0,0,rb2305,799.0
2023-01-03 10:35:00,4050.0,4052.0,4053.0,4050.0,2107.0,0,rb2305,334.0
2023-01-03 10:36:00,4050.0,4051.0,4052.0,4048.0,2850.0,0,rb2305,594.0
2023-01-03 10:37:00,4049.0,4050.0,4050.0,4048.0,2133.0,0,rb2305,-82.0
2023-01-03 10:38:00,4052.0,4049.0,4053.0,4048.0,2113.0,0,rb2305,977.0
2023-01-03 10:39:00,4047.0,4052.0,4052.0,4047.0,1595.0,0,rb2305,-286.0
2023-01-03 10:40:00,4049.0,4046.0,4050.0,4046.0,1699.0,0,rb2305,271.0
2023-01-03 10:41:00,4048.0,4050.0,4050.0,4047.0,1397.0,0,rb2305,-243.0
2023-01-03 10:42:00,4049.0,4048.0,4051.0,4048.0,3077.0,0,rb2305,854.0
2023-01-03 10:43:00,4046.0,4049.0,4049.0,4045.0,3601.0,0,rb2305,-853.0
2023-01-03 10:44:00,4046.0,4046.0,4048.0,4044.0,2586.0,0,rb2305,-1212.0
2023-01-03 10:45:00,4046.0,4046.0,4048.0,4044.0,1653.0,0,rb2305,239.0
2023-01-03 10:46:00,4044.0,4046.0,4046.0,4042.0,3142.0,0,rb2305,-962.0
2023-01-03 10:47:00,4042.0,4043.0,4044.0,4041.0,4860.0,0,rb2305,-2225.0
2023-01-03 10:48:00,4042.0,4041.0,4043.0,4040.0,2140.0,0,rb2305,138.0
2023-01-03 10:49:00,4042.0,4041.0,4043.0,4040.0,4683.0,0,rb2305,-351.0
2023-01-03 10:50:00,4041.0,4042.0,4042.0,4038.0,2994.0,0,rb2305,1046.0
2023-01-03 10:51:00,4041.0,4041.0,4043.0,4040.0,3100.0,0,rb2305,1524.0
2023-01-03 10:52:00,4042.0,4042.0,4044.0,4041.0,2195.0,0,rb2305,-203.0
2023-01-03 10:53:00,4041.0,4042.0,4043.0,4041.0,1310.0,0,rb2305,120.0
2023-01-03 10:54:00,4040.0,4041.0,4042.0,4039.0,1576.0,0,rb2305,-620.0
2023-01-03 10:55:00,4039.0,4041.0,4041.0,4039.0,1123.0,0,rb2305,205.0
2023-01-03 10:56:00,4041.0,4039.0,4041.0,4039.0,1125.0,0,rb2305,381.0
2023-01-03 10:57:00,4042.0,4041.0,4042.0,4041.0,1654.0,0,rb2305,184.0
2023-01-03 10:58:00,4043.0,4041.0,4044.0,4041.0,1824.0,0,rb2305,326.0
2023-01-03 10:59:00,4040.0,4043.0,4043.0,4039.0,1451.0,0,rb2305,-405.0
2023-01-03 11:00:00,4043.0,4040.0,4044.0,4040.0,2698.0,0,rb2305,-14.0
2023-01-03 11:01:00,4041.0,4042.0,4044.0,4041.0,1899.0,0,rb2305,-385.0
2023-01-03 11:02:00,4038.0,4041.0,4041.0,4037.0,5970.0,-1,rb2305,-2316.0
2023-01-03 11:03:00,4038.0,4039.0,4040.0,4037.0,1485.0,0,rb2305,218.0
2023-01-03 11:04:00,4041.0,4039.0,4041.0,4038.0,1802.0,0,rb2305,616.0
2023-01-03 11:05:00,4043.0,4041.0,4044.0,4040.0,1429.0,0,rb2305,543.0
2023-01-03 11:06:00,4046.0,4043.0,4048.0,4043.0,4905.0,1,rb2305,784.0
2023-01-03 11:07:00,4045.0,4046.0,4048.0,4043.0,3025.0,0,rb2305,-58.0
2023-01-03 11:08:00,4044.0,4044.0,4045.0,4043.0,1120.0,0,rb2305,28.0
2023-01-03 11:09:00,4044.0,4045.0,4045.0,4043.0,710.0,0,rb2305,108.0
2023-01-03 11:10:00,4042.0,4044.0,4045.0,4042.0,1090.0,0,rb2305,-86.0
2023-01-03 11:11:00,4042.0,4042.0,4044.0,4040.0,2735.0,0,rb2305,-737.0
2023-01-03 11:12:00,4040.0,4042.0,4044.0,4040.0,1344.0,0,rb2305,-404.0
2023-01-03 11:13:00,4045.0,4040.0,4046.0,4040.0,1463.0,0,rb2305,471.0
2023-01-03 11:14:00,4045.0,4045.0,4047.0,4044.0,1437.0,0,rb2305,115.0
2023-01-03 11:15:00,4044.0,4045.0,4047.0,4044.0,2209.0,0,rb2305,-289.0
2023-01-03 11:16:00,4042.0,4044.0,4048.0,4042.0,2179.0,0,rb2305,145.0
2023-01-03 11:17:00,4042.0,4042.0,4044.0,4042.0,894.0,0,rb2305,-292.0
2023-01-03 11:18:00,4040.0,4042.0,4043.0,4040.0,1246.0,0,rb2305,-927.0
2023-01-03 11:19:00,4041.0,4041.0,4042.0,4040.0,1361.0,0,rb2305,-303.0
2023-01-03 11:20:00,4041.0,4041.0,4043.0,4040.0,2020.0,0,rb2305,522.0
2023-01-03 11:21:00,4043.0,4041.0,4044.0,4041.0,3003.0,0,rb2305,-81.0
2023-01-03 11:22:00,4042.0,4043.0,4044.0,4041.0,695.0,0,rb2305,-103.0
2023-01-03 11:23:00,4047.0,4042.0,4048.0,4042.0,3435.0,0,rb2305,1775.0
2023-01-03 11:24:00,4049.0,4046.0,4051.0,4046.0,4359.0,0,rb2305,1325.0
2023-01-03 11:25:00,4047.0,4048.0,4049.0,4047.0,1313.0,0,rb2305,-215.0
2023-01-03 11:26:00,4048.0,4048.0,4049.0,4045.0,2788.0,0,rb2305,-536.0
2023-01-03 11:27:00,4047.0,4048.0,4049.0,4046.0,1846.0,0,rb2305,-204.0
2023-01-03 11:28:00,4047.0,4047.0,4048.0,4045.0,1724.0,0,rb2305,-268.0
2023-01-03 11:29:00,4050.0,4046.0,4051.0,4046.0,2648.0,0,rb2305,555.0
2023-01-03 11:30:00,4051.0,4051.0,4054.0,4050.0,5436.0,0,rb2305,-1344.0
2023-01-03 13:31:00,4053.0,4055.0,4056.0,4049.0,16041.0,0,rb2305,2817.0
2023-01-03 13:32:00,4050.0,4052.0,4054.0,4049.0,4575.0,0,rb2305,197.0
2023-01-03 13:33:00,4051.0,4050.0,4054.0,4050.0,3222.0,0,rb2305,408.0
2023-01-03 13:34:00,4050.0,4051.0,4051.0,4048.0,3830.0,0,rb2305,-858.0
2023-01-03 13:35:00,4047.0,4050.0,4050.0,4046.0,1934.0,0,rb2305,310.0
2023-01-03 13:36:00,4046.0,4047.0,4048.0,4045.0,4141.0,0,rb2305,121.0
2023-01-03 13:37:00,4050.0,4047.0,4052.0,4047.0,3057.0,1,rb2305,1587.0
2023-01-03 13:38:00,4054.0,4051.0,4054.0,4051.0,3090.0,0,rb2305,1122.0
2023-01-03 13:39:00,4055.0,4054.0,4056.0,4052.0,4301.0,0,rb2305,653.0
2023-01-03 13:40:00,4059.0,4055.0,4060.0,4055.0,8489.0,1,rb2305,3308.0
2023-01-03 13:41:00,4062.0,4059.0,4063.0,4057.0,10590.0,0,rb2305,4201.0
2023-01-03 13:42:00,4064.0,4062.0,4064.0,4062.0,4483.0,0,rb2305,-156.0
2023-01-03 13:43:00,4062.0,4064.0,4065.0,4061.0,3226.0,0,rb2305,-388.0
2023-01-03 13:44:00,4062.0,4062.0,4063.0,4061.0,2446.0,0,rb2305,-77.0
2023-01-03 13:45:00,4064.0,4063.0,4064.0,4062.0,3071.0,0,rb2305,209.0
2023-01-03 13:46:00,4060.0,4064.0,4065.0,4059.0,4674.0,0,rb2305,-1746.0
2023-01-03 13:47:00,4060.0,4060.0,4061.0,4058.0,1916.0,0,rb2305,-526.0
2023-01-03 13:48:00,4062.0,4059.0,4062.0,4059.0,2074.0,0,rb2305,-448.0
2023-01-03 13:49:00,4062.0,4062.0,4063.0,4061.0,2138.0,0,rb2305,274.0
2023-01-03 13:50:00,4063.0,4063.0,4064.0,4062.0,2680.0,0,rb2305,-526.0
2023-01-03 13:51:00,4062.0,4064.0,4064.0,4061.0,2280.0,0,rb2305,-766.0
2023-01-03 13:52:00,4061.0,4063.0,4063.0,4061.0,1909.0,0,rb2305,-477.0
2023-01-03 13:53:00,4060.0,4061.0,4062.0,4060.0,2534.0,0,rb2305,-1372.0
2023-01-03 13:54:00,4059.0,4061.0,4061.0,4058.0,2392.0,0,rb2305,-566.0
2023-01-03 13:55:00,4060.0,4059.0,4060.0,4058.0,2118.0,0,rb2305,-58.0
2023-01-03 13:56:00,4060.0,4059.0,4061.0,4059.0,1244.0,0,rb2305,199.0
2023-01-03 13:57:00,4058.0,4060.0,4061.0,4057.0,3063.0,-1,rb2305,-2005.0
2023-01-03 13:58:00,4058.0,4059.0,4060.0,4057.0,1386.0,0,rb2305,-142.0
2023-01-03 13:59:00,4060.0,4058.0,4060.0,4058.0,1593.0,0,rb2305,-527.0
2023-01-03 14:00:00,4058.0,4060.0,4060.0,4057.0,1626.0,0,rb2305,-70.0
2023-01-03 14:01:00,4060.0,4058.0,4060.0,4058.0,1907.0,0,rb2305,252.0
2023-01-03 14:02:00,4059.0,4060.0,4063.0,4058.0,2686.0,0,rb2305,432.0
2023-01-03 14:03:00,4058.0,4059.0,4060.0,4058.0,1019.0,0,rb2305,430.0
2023-01-03 14:04:00,4061.0,4059.0,4061.0,4058.0,1000.0,0,rb2305,254.0
2023-01-03 14:05:00,4063.0,4061.0,4063.0,4061.0,2593.0,0,rb2305,201.0
2023-01-03 14:06:00,4061.0,4063.0,4063.0,4060.0,1076.0,0,rb2305,-102.0
2023-01-03 14:07:00,4057.0,4060.0,4061.0,4057.0,1662.0,0,rb2305,-664.0
2023-01-03 14:08:00,4059.0,4058.0,4060.0,4056.0,2024.0,0,rb2305,-970.0
2023-01-03 14:09:00,4060.0,4060.0,4061.0,4059.0,1140.0,0,rb2305,-450.0
2023-01-03 14:10:00,4061.0,4060.0,4061.0,4059.0,1021.0,0,rb2305,-197.0
2023-01-03 14:11:00,4063.0,4061.0,4063.0,4060.0,1537.0,0,rb2305,113.0
2023-01-03 14:12:00,4062.0,4063.0,4063.0,4061.0,798.0,0,rb2305,44.0
2023-01-03 14:13:00,4063.0,4061.0,4063.0,4060.0,1974.0,0,rb2305,346.0
2023-01-03 14:14:00,4065.0,4062.0,4068.0,4062.0,10552.0,2,rb2305,5824.0
2023-01-03 14:15:00,4064.0,4066.0,4067.0,4063.0,3494.0,0,rb2305,-1062.0
2023-01-03 14:16:00,4066.0,4066.0,4067.0,4065.0,1856.0,0,rb2305,588.0
2023-01-03 14:17:00,4064.0,4067.0,4067.0,4064.0,1989.0,0,rb2305,323.0
2023-01-03 14:18:00,4066.0,4064.0,4067.0,4064.0,1582.0,0,rb2305,90.0
2023-01-03 14:19:00,4067.0,4067.0,4068.0,4066.0,1890.0,0,rb2305,52.0
2023-01-03 14:20:00,4069.0,4067.0,4071.0,4067.0,8506.0,0,rb2305,3374.0
2023-01-03 14:21:00,4069.0,4069.0,4070.0,4068.0,2515.0,0,rb2305,617.0
2023-01-03 14:22:00,4066.0,4069.0,4070.0,4066.0,2806.0,0,rb2305,-1568.0
2023-01-03 14:23:00,4066.0,4067.0,4068.0,4065.0,2845.0,0,rb2305,131.0
2023-01-03 14:24:00,4068.0,4066.0,4068.0,4066.0,1107.0,0,rb2305,81.0
2023-01-03 14:25:00,4069.0,4068.0,4070.0,4066.0,2229.0,0,rb2305,313.0
2023-01-03 14:26:00,4069.0,4069.0,4071.0,4068.0,2890.0,0,rb2305,114.0
2023-01-03 14:27:00,4070.0,4070.0,4071.0,4068.0,5475.0,0,rb2305,-813.0
2023-01-03 14:28:00,4073.0,4070.0,4074.0,4069.0,4610.0,0,rb2305,-73.0
2023-01-03 14:29:00,4073.0,4072.0,4074.0,4072.0,2399.0,0,rb2305,-649.0
2023-01-03 14:30:00,4072.0,4073.0,4073.0,4071.0,1854.0,0,rb2305,-576.0
2023-01-03 14:31:00,4069.0,4072.0,4072.0,4069.0,3070.0,0,rb2305,-928.0
2023-01-03 14:32:00,4063.0,4070.0,4070.0,4063.0,5785.0,-2,rb2305,-2688.0
2023-01-03 14:33:00,4062.0,4063.0,4064.0,4060.0,6702.0,0,rb2305,-1393.0
2023-01-03 14:34:00,4065.0,4062.0,4065.0,4062.0,1857.0,0,rb2305,987.0
2023-01-03 14:35:00,4064.0,4065.0,4066.0,4064.0,1958.0,0,rb2305,132.0
2023-01-03 14:36:00,4066.0,4064.0,4066.0,4062.0,2530.0,0,rb2305,-220.0
2023-01-03 14:37:00,4062.0,4065.0,4066.0,4062.0,1994.0,0,rb2305,-666.0
2023-01-03 14:38:00,4063.0,4063.0,4064.0,4062.0,1849.0,0,rb2305,-345.0
2023-01-03 14:39:00,4063.0,4063.0,4065.0,4062.0,1307.0,0,rb2305,-271.0
2023-01-03 14:40:00,4061.0,4062.0,4063.0,4061.0,1785.0,0,rb2305,164.0
2023-01-03 14:41:00,4062.0,4061.0,4063.0,4061.0,1324.0,0,rb2305,238.0
2023-01-03 14:42:00,4065.0,4062.0,4066.0,4061.0,1905.0,0,rb2305,500.0
2023-01-03 14:43:00,4064.0,4065.0,4066.0,4064.0,1131.0,0,rb2305,-63.0
2023-01-03 14:44:00,4062.0,4065.0,4066.0,4061.0,1773.0,0,rb2305,-427.0
2023-01-03 14:45:00,4063.0,4062.0,4064.0,4062.0,700.0,0,rb2305,84.0
2023-01-03 14:46:00,4061.0,4064.0,4065.0,4060.0,3722.0,0,rb2305,-1686.0
2023-01-03 14:47:00,4058.0,4061.0,4061.0,4057.0,6062.0,0,rb2305,-1636.0
2023-01-03 14:48:00,4057.0,4057.0,4058.0,4056.0,3102.0,0,rb2305,-846.0
2023-01-03 14:49:00,4059.0,4057.0,4060.0,4056.0,2569.0,0,rb2305,154.0
2023-01-03 14:50:00,4058.0,4058.0,4060.0,4057.0,1609.0,0,rb2305,-199.0
2023-01-03 14:51:00,4057.0,4058.0,4060.0,4057.0,2286.0,0,rb2305,-441.0
2023-01-03 14:52:00,4059.0,4057.0,4060.0,4057.0,2336.0,0,rb2305,-461.0
2023-01-03 14:53:00,4059.0,4060.0,4060.0,4058.0,3043.0,0,rb2305,-843.0
2023-01-03 14:54:00,4058.0,4059.0,4060.0,4057.0,1460.0,0,rb2305,-30.0
2023-01-03 14:55:00,4058.0,4058.0,4059.0,4057.0,2081.0,0,rb2305,-225.0
2023-01-03 14:56:00,4057.0,4058.0,4060.0,4057.0,3029.0,0,rb2305,-544.0
2023-01-03 14:57:00,4059.0,4058.0,4060.0,4057.0,4039.0,0,rb2305,-1145.0
2023-01-03 14:58:00,4061.0,4059.0,4061.0,4058.0,4940.0,0,rb2305,157.0
2023-01-03 14:59:00,4063.0,4060.0,4064.0,4060.0,6425.0,0,rb2305,930.0
2023-01-03 15:00:00,4063.0,4063.0,4064.0,4061.0,6581.0,0,rb2305,-2157.0
1 datetime close open high low volume sig symbol delta
2 2023-01-03 09:01:00 4070.0 4090.0 4090.0 4056.0 55742.0 0 rb2305 -12329.0
3 2023-01-03 09:02:00 4056.0 4068.0 4069.0 4054.0 37763.0 0 rb2305 3143.0
4 2023-01-03 09:03:00 4052.0 4055.0 4056.0 4046.0 35473.0 0 rb2305 -1952.0
5 2023-01-03 09:04:00 4037.0 4051.0 4051.0 4033.0 46025.0 0 rb2305 89.0
6 2023-01-03 09:05:00 4029.0 4037.0 4037.0 4028.0 39521.0 0 rb2305 -4223.0
7 2023-01-03 09:06:00 4033.0 4029.0 4035.0 4024.0 35130.0 0 rb2305 9520.0
8 2023-01-03 09:07:00 4040.0 4033.0 4042.0 4029.0 23920.0 0 rb2305 4720.0
9 2023-01-03 09:08:00 4042.0 4041.0 4044.0 4037.0 18135.0 0 rb2305 1739.0
10 2023-01-03 09:09:00 4042.0 4041.0 4046.0 4040.0 19528.0 0 rb2305 -86.0
11 2023-01-03 09:10:00 4035.0 4042.0 4043.0 4035.0 13389.0 0 rb2305 -1531.0
12 2023-01-03 09:11:00 4029.0 4034.0 4036.0 4028.0 20563.0 0 rb2305 -2435.0
13 2023-01-03 09:12:00 4031.0 4029.0 4033.0 4029.0 16455.0 0 rb2305 6633.0
14 2023-01-03 09:13:00 4030.0 4030.0 4034.0 4028.0 13479.0 0 rb2305 4027.0
15 2023-01-03 09:14:00 4030.0 4030.0 4032.0 4028.0 17070.0 0 rb2305 -1711.0
16 2023-01-03 09:15:00 4028.0 4030.0 4033.0 4028.0 12241.0 0 rb2305 2226.0
17 2023-01-03 09:16:00 4028.0 4027.0 4031.0 4027.0 11094.0 0 rb2305 -544.0
18 2023-01-03 09:17:00 4020.0 4029.0 4029.0 4019.0 23338.0 -1 rb2305 -5895.0
19 2023-01-03 09:18:00 4018.0 4020.0 4024.0 4018.0 15721.0 0 rb2305 -302.0
20 2023-01-03 09:19:00 4019.0 4018.0 4022.0 4017.0 10202.0 0 rb2305 1162.0
21 2023-01-03 09:20:00 4022.0 4019.0 4022.0 4019.0 9270.0 1 rb2305 4734.0
22 2023-01-03 09:21:00 4019.0 4020.0 4025.0 4018.0 13402.0 0 rb2305 2638.0
23 2023-01-03 09:22:00 4023.0 4018.0 4024.0 4018.0 8214.0 0 rb2305 2843.0
24 2023-01-03 09:23:00 4023.0 4023.0 4025.0 4022.0 9371.0 0 rb2305 3814.0
25 2023-01-03 09:24:00 4023.0 4023.0 4024.0 4019.0 8897.0 0 rb2305 -1819.0
26 2023-01-03 09:25:00 4022.0 4022.0 4024.0 4021.0 7895.0 0 rb2305 -162.0
27 2023-01-03 09:26:00 4019.0 4022.0 4023.0 4016.0 10157.0 0 rb2305 -137.0
28 2023-01-03 09:27:00 4025.0 4018.0 4026.0 4017.0 10624.0 0 rb2305 5036.0
29 2023-01-03 09:28:00 4028.0 4025.0 4029.0 4023.0 10447.0 2 rb2305 2908.0
30 2023-01-03 09:29:00 4030.0 4028.0 4032.0 4025.0 13354.0 0 rb2305 -1638.0
31 2023-01-03 09:30:00 4036.0 4030.0 4038.0 4030.0 16303.0 0 rb2305 1827.0
32 2023-01-03 09:31:00 4044.0 4037.0 4046.0 4035.0 24117.0 0 rb2305 -2499.0
33 2023-01-03 09:32:00 4042.0 4043.0 4045.0 4041.0 8941.0 0 rb2305 -1775.0
34 2023-01-03 09:33:00 4048.0 4042.0 4049.0 4042.0 12987.0 0 rb2305 1611.0
35 2023-01-03 09:34:00 4047.0 4048.0 4049.0 4044.0 7839.0 0 rb2305 -283.0
36 2023-01-03 09:35:00 4046.0 4046.0 4049.0 4044.0 8124.0 0 rb2305 -2421.0
37 2023-01-03 09:36:00 4043.0 4046.0 4047.0 4042.0 7150.0 0 rb2305 -1262.0
38 2023-01-03 09:37:00 4040.0 4042.0 4043.0 4039.0 6684.0 0 rb2305 -2299.0
39 2023-01-03 09:38:00 4043.0 4041.0 4044.0 4040.0 3798.0 0 rb2305 362.0
40 2023-01-03 09:39:00 4040.0 4043.0 4045.0 4038.0 7079.0 0 rb2305 -1865.0
41 2023-01-03 09:40:00 4042.0 4039.0 4043.0 4038.0 3672.0 0 rb2305 979.0
42 2023-01-03 09:41:00 4042.0 4042.0 4044.0 4040.0 5490.0 0 rb2305 1949.0
43 2023-01-03 09:42:00 4042.0 4042.0 4044.0 4040.0 3555.0 0 rb2305 312.0
44 2023-01-03 09:43:00 4045.0 4042.0 4045.0 4039.0 3854.0 0 rb2305 -1107.0
45 2023-01-03 09:44:00 4042.0 4044.0 4047.0 4041.0 3984.0 0 rb2305 1618.0
46 2023-01-03 09:45:00 4043.0 4041.0 4044.0 4041.0 2361.0 0 rb2305 -284.0
47 2023-01-03 09:46:00 4045.0 4043.0 4047.0 4041.0 3712.0 0 rb2305 -81.0
48 2023-01-03 09:47:00 4040.0 4045.0 4045.0 4040.0 2886.0 0 rb2305 -148.0
49 2023-01-03 09:48:00 4035.0 4040.0 4041.0 4033.0 10250.0 -2 rb2305 -4437.0
50 2023-01-03 09:49:00 4036.0 4034.0 4037.0 4033.0 3654.0 0 rb2305 6.0
51 2023-01-03 09:50:00 4035.0 4035.0 4037.0 4034.0 3020.0 0 rb2305 118.0
52 2023-01-03 09:51:00 4038.0 4036.0 4039.0 4036.0 3751.0 0 rb2305 1299.0
53 2023-01-03 09:52:00 4039.0 4038.0 4041.0 4037.0 2804.0 0 rb2305 954.0
54 2023-01-03 09:53:00 4039.0 4039.0 4040.0 4038.0 1046.0 0 rb2305 48.0
55 2023-01-03 09:54:00 4037.0 4038.0 4040.0 4037.0 1251.0 0 rb2305 -119.0
56 2023-01-03 09:55:00 4040.0 4037.0 4041.0 4037.0 2095.0 0 rb2305 289.0
57 2023-01-03 09:56:00 4040.0 4040.0 4042.0 4040.0 1979.0 0 rb2305 379.0
58 2023-01-03 09:57:00 4039.0 4041.0 4041.0 4037.0 2022.0 0 rb2305 -813.0
59 2023-01-03 09:58:00 4042.0 4039.0 4043.0 4039.0 2282.0 0 rb2305 792.0
60 2023-01-03 09:59:00 4040.0 4041.0 4042.0 4040.0 1716.0 0 rb2305 -446.0
61 2023-01-03 10:00:00 4037.0 4040.0 4042.0 4036.0 4221.0 0 rb2305 -800.0
62 2023-01-03 10:01:00 4042.0 4037.0 4042.0 4037.0 2613.0 0 rb2305 -327.0
63 2023-01-03 10:02:00 4047.0 4042.0 4047.0 4041.0 6388.0 0 rb2305 1716.0
64 2023-01-03 10:03:00 4049.0 4047.0 4049.0 4046.0 4646.0 0 rb2305 950.0
65 2023-01-03 10:04:00 4048.0 4048.0 4049.0 4047.0 3146.0 0 rb2305 -768.0
66 2023-01-03 10:05:00 4049.0 4048.0 4050.0 4047.0 5110.0 0 rb2305 2163.0
67 2023-01-03 10:06:00 4049.0 4049.0 4050.0 4048.0 5620.0 0 rb2305 1040.0
68 2023-01-03 10:07:00 4050.0 4049.0 4051.0 4048.0 3200.0 0 rb2305 683.0
69 2023-01-03 10:08:00 4053.0 4050.0 4054.0 4050.0 7732.0 0 rb2305 1492.0
70 2023-01-03 10:09:00 4051.0 4054.0 4056.0 4051.0 8622.0 0 rb2305 -1216.0
71 2023-01-03 10:10:00 4050.0 4052.0 4053.0 4049.0 3967.0 0 rb2305 77.0
72 2023-01-03 10:11:00 4042.0 4051.0 4051.0 4040.0 12156.0 0 rb2305 -1578.0
73 2023-01-03 10:12:00 4040.0 4042.0 4043.0 4040.0 5360.0 0 rb2305 -1458.0
74 2023-01-03 10:13:00 4042.0 4041.0 4042.0 4040.0 4357.0 0 rb2305 705.0
75 2023-01-03 10:14:00 4044.0 4042.0 4044.0 4041.0 3225.0 0 rb2305 1539.0
76 2023-01-03 10:15:00 4044.0 4044.0 4045.0 4043.0 1839.0 0 rb2305 1147.0
77 2023-01-03 10:31:00 4051.0 4051.0 4053.0 4049.0 11318.0 0 rb2305 1525.0
78 2023-01-03 10:32:00 4050.0 4051.0 4052.0 4049.0 2903.0 0 rb2305 -480.0
79 2023-01-03 10:33:00 4048.0 4051.0 4052.0 4048.0 2751.0 0 rb2305 -1241.0
80 2023-01-03 10:34:00 4051.0 4048.0 4052.0 4048.0 3113.0 0 rb2305 799.0
81 2023-01-03 10:35:00 4050.0 4052.0 4053.0 4050.0 2107.0 0 rb2305 334.0
82 2023-01-03 10:36:00 4050.0 4051.0 4052.0 4048.0 2850.0 0 rb2305 594.0
83 2023-01-03 10:37:00 4049.0 4050.0 4050.0 4048.0 2133.0 0 rb2305 -82.0
84 2023-01-03 10:38:00 4052.0 4049.0 4053.0 4048.0 2113.0 0 rb2305 977.0
85 2023-01-03 10:39:00 4047.0 4052.0 4052.0 4047.0 1595.0 0 rb2305 -286.0
86 2023-01-03 10:40:00 4049.0 4046.0 4050.0 4046.0 1699.0 0 rb2305 271.0
87 2023-01-03 10:41:00 4048.0 4050.0 4050.0 4047.0 1397.0 0 rb2305 -243.0
88 2023-01-03 10:42:00 4049.0 4048.0 4051.0 4048.0 3077.0 0 rb2305 854.0
89 2023-01-03 10:43:00 4046.0 4049.0 4049.0 4045.0 3601.0 0 rb2305 -853.0
90 2023-01-03 10:44:00 4046.0 4046.0 4048.0 4044.0 2586.0 0 rb2305 -1212.0
91 2023-01-03 10:45:00 4046.0 4046.0 4048.0 4044.0 1653.0 0 rb2305 239.0
92 2023-01-03 10:46:00 4044.0 4046.0 4046.0 4042.0 3142.0 0 rb2305 -962.0
93 2023-01-03 10:47:00 4042.0 4043.0 4044.0 4041.0 4860.0 0 rb2305 -2225.0
94 2023-01-03 10:48:00 4042.0 4041.0 4043.0 4040.0 2140.0 0 rb2305 138.0
95 2023-01-03 10:49:00 4042.0 4041.0 4043.0 4040.0 4683.0 0 rb2305 -351.0
96 2023-01-03 10:50:00 4041.0 4042.0 4042.0 4038.0 2994.0 0 rb2305 1046.0
97 2023-01-03 10:51:00 4041.0 4041.0 4043.0 4040.0 3100.0 0 rb2305 1524.0
98 2023-01-03 10:52:00 4042.0 4042.0 4044.0 4041.0 2195.0 0 rb2305 -203.0
99 2023-01-03 10:53:00 4041.0 4042.0 4043.0 4041.0 1310.0 0 rb2305 120.0
100 2023-01-03 10:54:00 4040.0 4041.0 4042.0 4039.0 1576.0 0 rb2305 -620.0
101 2023-01-03 10:55:00 4039.0 4041.0 4041.0 4039.0 1123.0 0 rb2305 205.0
102 2023-01-03 10:56:00 4041.0 4039.0 4041.0 4039.0 1125.0 0 rb2305 381.0
103 2023-01-03 10:57:00 4042.0 4041.0 4042.0 4041.0 1654.0 0 rb2305 184.0
104 2023-01-03 10:58:00 4043.0 4041.0 4044.0 4041.0 1824.0 0 rb2305 326.0
105 2023-01-03 10:59:00 4040.0 4043.0 4043.0 4039.0 1451.0 0 rb2305 -405.0
106 2023-01-03 11:00:00 4043.0 4040.0 4044.0 4040.0 2698.0 0 rb2305 -14.0
107 2023-01-03 11:01:00 4041.0 4042.0 4044.0 4041.0 1899.0 0 rb2305 -385.0
108 2023-01-03 11:02:00 4038.0 4041.0 4041.0 4037.0 5970.0 -1 rb2305 -2316.0
109 2023-01-03 11:03:00 4038.0 4039.0 4040.0 4037.0 1485.0 0 rb2305 218.0
110 2023-01-03 11:04:00 4041.0 4039.0 4041.0 4038.0 1802.0 0 rb2305 616.0
111 2023-01-03 11:05:00 4043.0 4041.0 4044.0 4040.0 1429.0 0 rb2305 543.0
112 2023-01-03 11:06:00 4046.0 4043.0 4048.0 4043.0 4905.0 1 rb2305 784.0
113 2023-01-03 11:07:00 4045.0 4046.0 4048.0 4043.0 3025.0 0 rb2305 -58.0
114 2023-01-03 11:08:00 4044.0 4044.0 4045.0 4043.0 1120.0 0 rb2305 28.0
115 2023-01-03 11:09:00 4044.0 4045.0 4045.0 4043.0 710.0 0 rb2305 108.0
116 2023-01-03 11:10:00 4042.0 4044.0 4045.0 4042.0 1090.0 0 rb2305 -86.0
117 2023-01-03 11:11:00 4042.0 4042.0 4044.0 4040.0 2735.0 0 rb2305 -737.0
118 2023-01-03 11:12:00 4040.0 4042.0 4044.0 4040.0 1344.0 0 rb2305 -404.0
119 2023-01-03 11:13:00 4045.0 4040.0 4046.0 4040.0 1463.0 0 rb2305 471.0
120 2023-01-03 11:14:00 4045.0 4045.0 4047.0 4044.0 1437.0 0 rb2305 115.0
121 2023-01-03 11:15:00 4044.0 4045.0 4047.0 4044.0 2209.0 0 rb2305 -289.0
122 2023-01-03 11:16:00 4042.0 4044.0 4048.0 4042.0 2179.0 0 rb2305 145.0
123 2023-01-03 11:17:00 4042.0 4042.0 4044.0 4042.0 894.0 0 rb2305 -292.0
124 2023-01-03 11:18:00 4040.0 4042.0 4043.0 4040.0 1246.0 0 rb2305 -927.0
125 2023-01-03 11:19:00 4041.0 4041.0 4042.0 4040.0 1361.0 0 rb2305 -303.0
126 2023-01-03 11:20:00 4041.0 4041.0 4043.0 4040.0 2020.0 0 rb2305 522.0
127 2023-01-03 11:21:00 4043.0 4041.0 4044.0 4041.0 3003.0 0 rb2305 -81.0
128 2023-01-03 11:22:00 4042.0 4043.0 4044.0 4041.0 695.0 0 rb2305 -103.0
129 2023-01-03 11:23:00 4047.0 4042.0 4048.0 4042.0 3435.0 0 rb2305 1775.0
130 2023-01-03 11:24:00 4049.0 4046.0 4051.0 4046.0 4359.0 0 rb2305 1325.0
131 2023-01-03 11:25:00 4047.0 4048.0 4049.0 4047.0 1313.0 0 rb2305 -215.0
132 2023-01-03 11:26:00 4048.0 4048.0 4049.0 4045.0 2788.0 0 rb2305 -536.0
133 2023-01-03 11:27:00 4047.0 4048.0 4049.0 4046.0 1846.0 0 rb2305 -204.0
134 2023-01-03 11:28:00 4047.0 4047.0 4048.0 4045.0 1724.0 0 rb2305 -268.0
135 2023-01-03 11:29:00 4050.0 4046.0 4051.0 4046.0 2648.0 0 rb2305 555.0
136 2023-01-03 11:30:00 4051.0 4051.0 4054.0 4050.0 5436.0 0 rb2305 -1344.0
137 2023-01-03 13:31:00 4053.0 4055.0 4056.0 4049.0 16041.0 0 rb2305 2817.0
138 2023-01-03 13:32:00 4050.0 4052.0 4054.0 4049.0 4575.0 0 rb2305 197.0
139 2023-01-03 13:33:00 4051.0 4050.0 4054.0 4050.0 3222.0 0 rb2305 408.0
140 2023-01-03 13:34:00 4050.0 4051.0 4051.0 4048.0 3830.0 0 rb2305 -858.0
141 2023-01-03 13:35:00 4047.0 4050.0 4050.0 4046.0 1934.0 0 rb2305 310.0
142 2023-01-03 13:36:00 4046.0 4047.0 4048.0 4045.0 4141.0 0 rb2305 121.0
143 2023-01-03 13:37:00 4050.0 4047.0 4052.0 4047.0 3057.0 1 rb2305 1587.0
144 2023-01-03 13:38:00 4054.0 4051.0 4054.0 4051.0 3090.0 0 rb2305 1122.0
145 2023-01-03 13:39:00 4055.0 4054.0 4056.0 4052.0 4301.0 0 rb2305 653.0
146 2023-01-03 13:40:00 4059.0 4055.0 4060.0 4055.0 8489.0 1 rb2305 3308.0
147 2023-01-03 13:41:00 4062.0 4059.0 4063.0 4057.0 10590.0 0 rb2305 4201.0
148 2023-01-03 13:42:00 4064.0 4062.0 4064.0 4062.0 4483.0 0 rb2305 -156.0
149 2023-01-03 13:43:00 4062.0 4064.0 4065.0 4061.0 3226.0 0 rb2305 -388.0
150 2023-01-03 13:44:00 4062.0 4062.0 4063.0 4061.0 2446.0 0 rb2305 -77.0
151 2023-01-03 13:45:00 4064.0 4063.0 4064.0 4062.0 3071.0 0 rb2305 209.0
152 2023-01-03 13:46:00 4060.0 4064.0 4065.0 4059.0 4674.0 0 rb2305 -1746.0
153 2023-01-03 13:47:00 4060.0 4060.0 4061.0 4058.0 1916.0 0 rb2305 -526.0
154 2023-01-03 13:48:00 4062.0 4059.0 4062.0 4059.0 2074.0 0 rb2305 -448.0
155 2023-01-03 13:49:00 4062.0 4062.0 4063.0 4061.0 2138.0 0 rb2305 274.0
156 2023-01-03 13:50:00 4063.0 4063.0 4064.0 4062.0 2680.0 0 rb2305 -526.0
157 2023-01-03 13:51:00 4062.0 4064.0 4064.0 4061.0 2280.0 0 rb2305 -766.0
158 2023-01-03 13:52:00 4061.0 4063.0 4063.0 4061.0 1909.0 0 rb2305 -477.0
159 2023-01-03 13:53:00 4060.0 4061.0 4062.0 4060.0 2534.0 0 rb2305 -1372.0
160 2023-01-03 13:54:00 4059.0 4061.0 4061.0 4058.0 2392.0 0 rb2305 -566.0
161 2023-01-03 13:55:00 4060.0 4059.0 4060.0 4058.0 2118.0 0 rb2305 -58.0
162 2023-01-03 13:56:00 4060.0 4059.0 4061.0 4059.0 1244.0 0 rb2305 199.0
163 2023-01-03 13:57:00 4058.0 4060.0 4061.0 4057.0 3063.0 -1 rb2305 -2005.0
164 2023-01-03 13:58:00 4058.0 4059.0 4060.0 4057.0 1386.0 0 rb2305 -142.0
165 2023-01-03 13:59:00 4060.0 4058.0 4060.0 4058.0 1593.0 0 rb2305 -527.0
166 2023-01-03 14:00:00 4058.0 4060.0 4060.0 4057.0 1626.0 0 rb2305 -70.0
167 2023-01-03 14:01:00 4060.0 4058.0 4060.0 4058.0 1907.0 0 rb2305 252.0
168 2023-01-03 14:02:00 4059.0 4060.0 4063.0 4058.0 2686.0 0 rb2305 432.0
169 2023-01-03 14:03:00 4058.0 4059.0 4060.0 4058.0 1019.0 0 rb2305 430.0
170 2023-01-03 14:04:00 4061.0 4059.0 4061.0 4058.0 1000.0 0 rb2305 254.0
171 2023-01-03 14:05:00 4063.0 4061.0 4063.0 4061.0 2593.0 0 rb2305 201.0
172 2023-01-03 14:06:00 4061.0 4063.0 4063.0 4060.0 1076.0 0 rb2305 -102.0
173 2023-01-03 14:07:00 4057.0 4060.0 4061.0 4057.0 1662.0 0 rb2305 -664.0
174 2023-01-03 14:08:00 4059.0 4058.0 4060.0 4056.0 2024.0 0 rb2305 -970.0
175 2023-01-03 14:09:00 4060.0 4060.0 4061.0 4059.0 1140.0 0 rb2305 -450.0
176 2023-01-03 14:10:00 4061.0 4060.0 4061.0 4059.0 1021.0 0 rb2305 -197.0
177 2023-01-03 14:11:00 4063.0 4061.0 4063.0 4060.0 1537.0 0 rb2305 113.0
178 2023-01-03 14:12:00 4062.0 4063.0 4063.0 4061.0 798.0 0 rb2305 44.0
179 2023-01-03 14:13:00 4063.0 4061.0 4063.0 4060.0 1974.0 0 rb2305 346.0
180 2023-01-03 14:14:00 4065.0 4062.0 4068.0 4062.0 10552.0 2 rb2305 5824.0
181 2023-01-03 14:15:00 4064.0 4066.0 4067.0 4063.0 3494.0 0 rb2305 -1062.0
182 2023-01-03 14:16:00 4066.0 4066.0 4067.0 4065.0 1856.0 0 rb2305 588.0
183 2023-01-03 14:17:00 4064.0 4067.0 4067.0 4064.0 1989.0 0 rb2305 323.0
184 2023-01-03 14:18:00 4066.0 4064.0 4067.0 4064.0 1582.0 0 rb2305 90.0
185 2023-01-03 14:19:00 4067.0 4067.0 4068.0 4066.0 1890.0 0 rb2305 52.0
186 2023-01-03 14:20:00 4069.0 4067.0 4071.0 4067.0 8506.0 0 rb2305 3374.0
187 2023-01-03 14:21:00 4069.0 4069.0 4070.0 4068.0 2515.0 0 rb2305 617.0
188 2023-01-03 14:22:00 4066.0 4069.0 4070.0 4066.0 2806.0 0 rb2305 -1568.0
189 2023-01-03 14:23:00 4066.0 4067.0 4068.0 4065.0 2845.0 0 rb2305 131.0
190 2023-01-03 14:24:00 4068.0 4066.0 4068.0 4066.0 1107.0 0 rb2305 81.0
191 2023-01-03 14:25:00 4069.0 4068.0 4070.0 4066.0 2229.0 0 rb2305 313.0
192 2023-01-03 14:26:00 4069.0 4069.0 4071.0 4068.0 2890.0 0 rb2305 114.0
193 2023-01-03 14:27:00 4070.0 4070.0 4071.0 4068.0 5475.0 0 rb2305 -813.0
194 2023-01-03 14:28:00 4073.0 4070.0 4074.0 4069.0 4610.0 0 rb2305 -73.0
195 2023-01-03 14:29:00 4073.0 4072.0 4074.0 4072.0 2399.0 0 rb2305 -649.0
196 2023-01-03 14:30:00 4072.0 4073.0 4073.0 4071.0 1854.0 0 rb2305 -576.0
197 2023-01-03 14:31:00 4069.0 4072.0 4072.0 4069.0 3070.0 0 rb2305 -928.0
198 2023-01-03 14:32:00 4063.0 4070.0 4070.0 4063.0 5785.0 -2 rb2305 -2688.0
199 2023-01-03 14:33:00 4062.0 4063.0 4064.0 4060.0 6702.0 0 rb2305 -1393.0
200 2023-01-03 14:34:00 4065.0 4062.0 4065.0 4062.0 1857.0 0 rb2305 987.0
201 2023-01-03 14:35:00 4064.0 4065.0 4066.0 4064.0 1958.0 0 rb2305 132.0
202 2023-01-03 14:36:00 4066.0 4064.0 4066.0 4062.0 2530.0 0 rb2305 -220.0
203 2023-01-03 14:37:00 4062.0 4065.0 4066.0 4062.0 1994.0 0 rb2305 -666.0
204 2023-01-03 14:38:00 4063.0 4063.0 4064.0 4062.0 1849.0 0 rb2305 -345.0
205 2023-01-03 14:39:00 4063.0 4063.0 4065.0 4062.0 1307.0 0 rb2305 -271.0
206 2023-01-03 14:40:00 4061.0 4062.0 4063.0 4061.0 1785.0 0 rb2305 164.0
207 2023-01-03 14:41:00 4062.0 4061.0 4063.0 4061.0 1324.0 0 rb2305 238.0
208 2023-01-03 14:42:00 4065.0 4062.0 4066.0 4061.0 1905.0 0 rb2305 500.0
209 2023-01-03 14:43:00 4064.0 4065.0 4066.0 4064.0 1131.0 0 rb2305 -63.0
210 2023-01-03 14:44:00 4062.0 4065.0 4066.0 4061.0 1773.0 0 rb2305 -427.0
211 2023-01-03 14:45:00 4063.0 4062.0 4064.0 4062.0 700.0 0 rb2305 84.0
212 2023-01-03 14:46:00 4061.0 4064.0 4065.0 4060.0 3722.0 0 rb2305 -1686.0
213 2023-01-03 14:47:00 4058.0 4061.0 4061.0 4057.0 6062.0 0 rb2305 -1636.0
214 2023-01-03 14:48:00 4057.0 4057.0 4058.0 4056.0 3102.0 0 rb2305 -846.0
215 2023-01-03 14:49:00 4059.0 4057.0 4060.0 4056.0 2569.0 0 rb2305 154.0
216 2023-01-03 14:50:00 4058.0 4058.0 4060.0 4057.0 1609.0 0 rb2305 -199.0
217 2023-01-03 14:51:00 4057.0 4058.0 4060.0 4057.0 2286.0 0 rb2305 -441.0
218 2023-01-03 14:52:00 4059.0 4057.0 4060.0 4057.0 2336.0 0 rb2305 -461.0
219 2023-01-03 14:53:00 4059.0 4060.0 4060.0 4058.0 3043.0 0 rb2305 -843.0
220 2023-01-03 14:54:00 4058.0 4059.0 4060.0 4057.0 1460.0 0 rb2305 -30.0
221 2023-01-03 14:55:00 4058.0 4058.0 4059.0 4057.0 2081.0 0 rb2305 -225.0
222 2023-01-03 14:56:00 4057.0 4058.0 4060.0 4057.0 3029.0 0 rb2305 -544.0
223 2023-01-03 14:57:00 4059.0 4058.0 4060.0 4057.0 4039.0 0 rb2305 -1145.0
224 2023-01-03 14:58:00 4061.0 4059.0 4061.0 4058.0 4940.0 0 rb2305 157.0
225 2023-01-03 14:59:00 4063.0 4060.0 4064.0 4060.0 6425.0 0 rb2305 930.0
226 2023-01-03 15:00:00 4063.0 4063.0 4064.0 4061.0 6581.0 0 rb2305 -2157.0

226
1.交易策略/999.其他策略/1.松鼠SF08_基于盘口数据的择时趋势策略/使用文档/一键生成OF数据/tick生成的OF数据/ofdata_dj.csv Normal file
View File

@@ -0,0 +1,226 @@
,price,Ask,Bid,symbol,datetime,delta,close,open,high,low,volume,dj
0,"[4056.0, 4057.0, 4058.0, 4059.0, 4060.0, 4061.0, 4062.0, 4063.0, 4064.0, 4065.0, 4066.0, 4067.0, 4068.0, 4069.0, 4070.0, 4071.0, 4072.0, 4073.0, 4074.0, 4078.0, 4081.0, 4090.0]","[0, 0, 4574.0, 0, 1946.0, 330.0, 0, 467.0, 1910.0, 1881.0, 492.0, 504.0, 1094.0, 511.0, 3759.0, 2243.0, 1339.0, 446.0, 127.0, 0, 0, 0]","[2219.0, 1212.0, 0, 1095.0, 953.0, 812.0, 1156.0, 1702.0, 1193.0, 642.0, 2150.0, 1119.0, 985.0, 2139.0, 1927.0, 2644.0, 2720.0, 4267.0, 0, 1662.0, 1519.0, 1836.0]",rb2305,2023-01-03 09:01:00,-12329.0,4070.0,4090.0,4090.0,4056.0,55742.0,0
1,"[4054.0, 4055.0, 4056.0, 4057.0, 4058.0, 4059.0, 4060.0, 4061.0, 4062.0, 4063.0, 4064.0, 4065.0, 4066.0, 4067.0, 4068.0, 4069.0]","[507.0, 0, 2896.0, 4249.0, 4348.0, 2734.0, 1108.0, 0, 507.0, 662.0, 286.0, 1097.0, 623.0, 752.0, 0, 231.0]","[1990.0, 246.0, 3662.0, 2049.0, 2456.0, 527.0, 1056.0, 323.0, 1981.0, 606.0, 259.0, 521.0, 0, 723.0, 458.0, 0]",rb2305,2023-01-03 09:02:00,3143.0,4056.0,4068.0,4069.0,4054.0,37763.0,0
2,"[4046.0, 4047.0, 4048.0, 4049.0, 4050.0, 4051.0, 4052.0, 4053.0, 4054.0, 4055.0, 4056.0]","[0, 2179.0, 353.0, 1352.0, 1889.0, 388.0, 3919.0, 1451.0, 1826.0, 1780.0, 1221.0]","[1131.0, 338.0, 1222.0, 2522.0, 3443.0, 1898.0, 3251.0, 1232.0, 684.0, 2589.0, 0]",rb2305,2023-01-03 09:03:00,-1952.0,4052.0,4055.0,4056.0,4046.0,35473.0,0
3,"[4033.0, 4034.0, 4035.0, 4036.0, 4037.0, 4038.0, 4039.0, 4040.0, 4041.0, 4042.0, 4043.0, 4044.0, 4045.0, 4046.0, 4047.0, 4048.0, 4049.0, 4050.0, 4051.0]","[0, 749.0, 2253.0, 4202.0, 1733.0, 2596.0, 505.0, 1185.0, 129.0, 490.0, 1229.0, 373.0, 2846.0, 2451.0, 1013.0, 702.0, 145.0, 0, 0]","[300.0, 1487.0, 2859.0, 1452.0, 722.0, 0, 1610.0, 1239.0, 1336.0, 0, 302.0, 401.0, 1572.0, 2695.0, 1579.0, 745.0, 0, 3089.0, 1124.0]",rb2305,2023-01-03 09:04:00,89.0,4037.0,4051.0,4051.0,4033.0,46025.0,0
4,"[4028.0, 4029.0, 4030.0, 4031.0, 4032.0, 4033.0, 4034.0, 4035.0, 4036.0, 4037.0]","[0, 1539.0, 930.0, 7269.0, 1853.0, 629.0, 2545.0, 1754.0, 243.0, 461.0]","[345.0, 2979.0, 4554.0, 3548.0, 2134.0, 2465.0, 3241.0, 1138.0, 1042.0, 0]",rb2305,2023-01-03 09:05:00,-4223.0,4029.0,4037.0,4037.0,4028.0,39521.0,0
5,"[4024.0, 4025.0, 4026.0, 4027.0, 4028.0, 4029.0, 4030.0, 4031.0, 4032.0, 4033.0, 4034.0, 4035.0]","[1088.0, 1058.0, 4856.0, 518.0, 468.0, 2328.0, 1249.0, 2934.0, 1260.0, 2482.0, 3144.0, 821.0]","[2659.0, 928.0, 745.0, 533.0, 668.0, 2919.0, 537.0, 839.0, 599.0, 1639.0, 620.0, 0]",rb2305,2023-01-03 09:06:00,9520.0,4033.0,4029.0,4035.0,4024.0,35130.0,0
6,"[4029.0, 4030.0, 4031.0, 4032.0, 4033.0, 4034.0, 4035.0, 4036.0, 4037.0, 4038.0, 4039.0, 4040.0, 4041.0, 4042.0]","[424.0, 274.0, 1083.0, 496.0, 217.0, 508.0, 541.0, 408.0, 1005.0, 1987.0, 588.0, 2465.0, 2722.0, 1602.0]","[316.0, 740.0, 0, 875.0, 274.0, 351.0, 108.0, 144.0, 896.0, 1723.0, 2092.0, 1034.0, 1047.0, 0]",rb2305,2023-01-03 09:07:00,4720.0,4040.0,4033.0,4042.0,4029.0,23920.0,0
7,"[4037.0, 4038.0, 4039.0, 4040.0, 4041.0, 4042.0, 4043.0, 4044.0]","[0, 388.0, 806.0, 1077.0, 687.0, 2958.0, 2656.0, 1333.0]","[596.0, 296.0, 668.0, 1046.0, 1275.0, 2620.0, 1665.0, 0]",rb2305,2023-01-03 09:08:00,1739.0,4042.0,4041.0,4044.0,4037.0,18135.0,0
8,"[4040.0, 4041.0, 4042.0, 4043.0, 4044.0, 4045.0, 4046.0]","[0, 420.0, 3391.0, 2666.0, 1971.0, 0, 1050.0]","[160.0, 2828.0, 3527.0, 2663.0, 340.0, 66.0, 0]",rb2305,2023-01-03 09:09:00,-86.0,4042.0,4041.0,4046.0,4040.0,19528.0,0
9,"[4035.0, 4036.0, 4037.0, 4038.0, 4039.0, 4040.0, 4041.0, 4042.0, 4043.0]","[0, 77.0, 61.0, 570.0, 480.0, 2377.0, 1319.0, 882.0, 163.0]","[215.0, 799.0, 41.0, 571.0, 1804.0, 2051.0, 139.0, 1840.0, 0]",rb2305,2023-01-03 09:10:00,-1531.0,4035.0,4042.0,4043.0,4035.0,13389.0,0
10,"[4028.0, 4029.0, 4030.0, 4031.0, 4032.0, 4033.0, 4034.0, 4035.0, 4036.0]","[0, 3085.0, 1881.0, 765.0, 992.0, 192.0, 318.0, 1159.0, 672.0]","[1209.0, 4291.0, 985.0, 1617.0, 0, 189.0, 1544.0, 1664.0, 0]",rb2305,2023-01-03 09:11:00,-2435.0,4029.0,4034.0,4036.0,4028.0,20563.0,0
11,"[4029.0, 4030.0, 4031.0, 4032.0, 4033.0]","[106.0, 930.0, 3851.0, 2200.0, 4345.0]","[173.0, 1410.0, 1544.0, 1580.0, 92.0]",rb2305,2023-01-03 09:12:00,6633.0,4031.0,4029.0,4033.0,4029.0,16455.0,0
12,"[4028.0, 4029.0, 4030.0, 4031.0, 4032.0, 4033.0, 4034.0]","[0, 416.0, 1922.0, 2289.0, 427.0, 746.0, 2873.0]","[796.0, 917.0, 1201.0, 448.0, 913.0, 371.0, 0]",rb2305,2023-01-03 09:13:00,4027.0,4030.0,4030.0,4034.0,4028.0,13479.0,0
13,"[4028.0, 4029.0, 4030.0, 4031.0, 4032.0]","[453.0, 2276.0, 3085.0, 1534.0, 313.0]","[2559.0, 3045.0, 2642.0, 1126.0, 0]",rb2305,2023-01-03 09:14:00,-1711.0,4030.0,4030.0,4032.0,4028.0,17070.0,0
14,"[4028.0, 4029.0, 4030.0, 4031.0, 4032.0, 4033.0]","[0, 1481.0, 870.0, 3154.0, 1392.0, 326.0]","[371.0, 1010.0, 1212.0, 2198.0, 206.0, 0]",rb2305,2023-01-03 09:15:00,2226.0,4028.0,4030.0,4033.0,4028.0,12241.0,0
15,"[4027.0, 4028.0, 4029.0, 4030.0, 4031.0]","[0, 0, 1444.0, 3494.0, 212.0]","[1395.0, 438.0, 2810.0, 1051.0, 0]",rb2305,2023-01-03 09:16:00,-544.0,4028.0,4027.0,4031.0,4027.0,11094.0,0
16,"[4019.0, 4020.0, 4021.0, 4022.0, 4024.0, 4025.0, 4026.0, 4027.0, 4028.0, 4029.0]","[0, 669.0, 2293.0, 2244.0, 0, 158.0, 34.0, 1023.0, 559.0, 1631.0]","[268.0, 4242.0, 2684.0, 908.0, 1931.0, 2282.0, 792.0, 839.0, 560.0, 0]",rb2305,2023-01-03 09:17:00,-5895.0,4020.0,4029.0,4029.0,4019.0,23338.0,-1
17,"[4018.0, 4019.0, 4020.0, 4021.0, 4022.0, 4023.0, 4024.0]","[0, 1490.0, 3966.0, 387.0, 1139.0, 574.0, 79.0]","[828.0, 1176.0, 2539.0, 1808.0, 1446.0, 140.0, 0]",rb2305,2023-01-03 09:18:00,-302.0,4018.0,4020.0,4024.0,4018.0,15721.0,0
18,"[4017.0, 4018.0, 4019.0, 4020.0, 4021.0, 4022.0]","[0, 992.0, 917.0, 3045.0, 600.0, 128.0]","[155.0, 575.0, 1813.0, 1916.0, 61.0, 0]",rb2305,2023-01-03 09:19:00,1162.0,4019.0,4018.0,4022.0,4017.0,10202.0,0
19,"[4019.0, 4020.0, 4021.0, 4022.0]","[0, 817.0, 778.0, 5309.0]","[230.0, 194.0, 1289.0, 457.0]",rb2305,2023-01-03 09:20:00,4734.0,4022.0,4019.0,4022.0,4019.0,9270.0,1
20,"[4018.0, 4019.0, 4020.0, 4021.0, 4022.0, 4023.0, 4024.0, 4025.0]","[0, 1673.0, 922.0, 1102.0, 489.0, 823.0, 2493.0, 485.0]","[300.0, 2194.0, 910.0, 138.0, 1335.0, 280.0, 192.0, 0]",rb2305,2023-01-03 09:21:00,2638.0,4019.0,4020.0,4025.0,4018.0,13402.0,0
21,"[4018.0, 4019.0, 4020.0, 4021.0, 4022.0, 4023.0, 4024.0]","[345.0, 1213.0, 342.0, 391.0, 1052.0, 1344.0, 801.0]","[987.0, 350.0, 264.0, 211.0, 210.0, 623.0, 0]",rb2305,2023-01-03 09:22:00,2843.0,4023.0,4018.0,4024.0,4018.0,8214.0,0
22,"[4022.0, 4023.0, 4024.0, 4025.0]","[279.0, 3904.0, 1843.0, 554.0]","[313.0, 2437.0, 16.0, 0]",rb2305,2023-01-03 09:23:00,3814.0,4023.0,4023.0,4025.0,4022.0,9371.0,0
23,"[4019.0, 4020.0, 4021.0, 4022.0, 4023.0, 4024.0]","[0, 677.0, 927.0, 1563.0, 193.0, 141.0]","[1746.0, 1829.0, 1018.0, 643.0, 84.0, 0]",rb2305,2023-01-03 09:24:00,-1819.0,4023.0,4023.0,4024.0,4019.0,8897.0,0
24,"[4021.0, 4022.0, 4023.0, 4024.0]","[0, 920.0, 2814.0, 89.0]","[481.0, 1938.0, 1566.0, 0]",rb2305,2023-01-03 09:25:00,-162.0,4022.0,4022.0,4024.0,4021.0,7895.0,0
25,"[4016.0, 4017.0, 4018.0, 4019.0, 4020.0, 4021.0, 4022.0, 4023.0]","[0, 389.0, 895.0, 1837.0, 867.0, 615.0, 331.0, 76.0]","[94.0, 1294.0, 1065.0, 1545.0, 451.0, 698.0, 0, 0]",rb2305,2023-01-03 09:26:00,-137.0,4019.0,4022.0,4023.0,4016.0,10157.0,0
26,"[4017.0, 4018.0, 4019.0, 4020.0, 4021.0, 4022.0, 4023.0, 4024.0, 4025.0, 4026.0]","[0, 113.0, 230.0, 634.0, 345.0, 1042.0, 935.0, 2519.0, 1147.0, 855.0]","[26.0, 207.0, 49.0, 704.0, 10.0, 664.0, 503.0, 0, 621.0, 0]",rb2305,2023-01-03 09:27:00,5036.0,4025.0,4018.0,4026.0,4017.0,10624.0,0
27,"[4023.0, 4024.0, 4025.0, 4026.0, 4027.0, 4028.0, 4029.0]","[0, 1120.0, 962.0, 632.0, 1021.0, 694.0, 2228.0]","[248.0, 2150.0, 56.0, 251.0, 221.0, 738.0, 85.0]",rb2305,2023-01-03 09:28:00,2908.0,4028.0,4025.0,4029.0,4023.0,10447.0,2
28,"[4025.0, 4026.0, 4027.0, 4028.0, 4029.0, 4030.0, 4031.0, 4032.0]","[0, 210.0, 1000.0, 1094.0, 1923.0, 1149.0, 385.0, 97.0]","[41.0, 517.0, 1255.0, 2642.0, 2365.0, 576.0, 100.0, 0]",rb2305,2023-01-03 09:29:00,-1638.0,4030.0,4028.0,4032.0,4025.0,13354.0,0
29,"[4030.0, 4031.0, 4032.0, 4033.0, 4034.0, 4035.0, 4036.0, 4037.0, 4038.0]","[0, 615.0, 723.0, 1070.0, 1354.0, 1237.0, 1186.0, 1076.0, 1728.0]","[476.0, 1192.0, 33.0, 400.0, 1208.0, 616.0, 499.0, 1789.0, 949.0]",rb2305,2023-01-03 09:30:00,1827.0,4036.0,4030.0,4038.0,4030.0,16303.0,0
30,"[4035.0, 4036.0, 4037.0, 4038.0, 4039.0, 4040.0, 4041.0, 4042.0, 4043.0, 4044.0, 4045.0, 4046.0]","[170.0, 326.0, 1343.0, 202.0, 330.0, 924.0, 790.0, 944.0, 1868.0, 1646.0, 1694.0, 480.0]","[198.0, 1110.0, 1607.0, 1973.0, 1266.0, 0, 519.0, 2448.0, 723.0, 1990.0, 1382.0, 0]",rb2305,2023-01-03 09:31:00,-2499.0,4044.0,4037.0,4046.0,4035.0,24117.0,0
31,"[4041.0, 4042.0, 4043.0, 4044.0, 4045.0]","[0, 1651.0, 1386.0, 519.0, 27.0]","[413.0, 2423.0, 1884.0, 638.0, 0]",rb2305,2023-01-03 09:32:00,-1775.0,4042.0,4043.0,4045.0,4041.0,8941.0,0
32,"[4042.0, 4043.0, 4044.0, 4045.0, 4046.0, 4047.0, 4048.0, 4049.0]","[0, 704.0, 1668.0, 841.0, 1207.0, 425.0, 1431.0, 1023.0]","[633.0, 622.0, 1308.0, 466.0, 149.0, 708.0, 1439.0, 363.0]",rb2305,2023-01-03 09:33:00,1611.0,4048.0,4042.0,4049.0,4042.0,12987.0,0
33,"[4044.0, 4045.0, 4046.0, 4047.0, 4048.0, 4049.0]","[222.0, 391.0, 711.0, 951.0, 999.0, 485.0]","[644.0, 83.0, 1029.0, 1471.0, 815.0, 0]",rb2305,2023-01-03 09:34:00,-283.0,4047.0,4048.0,4049.0,4044.0,7839.0,0
34,"[4044.0, 4045.0, 4046.0, 4047.0, 4048.0, 4049.0]","[0, 35.0, 577.0, 871.0, 825.0, 521.0]","[246.0, 549.0, 1136.0, 1555.0, 1588.0, 176.0]",rb2305,2023-01-03 09:35:00,-2421.0,4046.0,4046.0,4049.0,4044.0,8124.0,0
35,"[4042.0, 4043.0, 4044.0, 4045.0, 4046.0, 4047.0]","[0, 839.0, 856.0, 563.0, 33.0, 633.0]","[21.0, 1460.0, 1241.0, 762.0, 517.0, 185.0]",rb2305,2023-01-03 09:36:00,-1262.0,4043.0,4046.0,4047.0,4042.0,7150.0,0
36,"[4039.0, 4040.0, 4041.0, 4042.0, 4043.0]","[0, 358.0, 418.0, 892.0, 517.0]","[459.0, 1296.0, 1667.0, 1062.0, 0]",rb2305,2023-01-03 09:37:00,-2299.0,4040.0,4042.0,4043.0,4039.0,6684.0,0
37,"[4040.0, 4041.0, 4042.0, 4043.0, 4044.0]","[0, 596.0, 565.0, 886.0, 33.0]","[317.0, 471.0, 750.0, 180.0, 0]",rb2305,2023-01-03 09:38:00,362.0,4043.0,4041.0,4044.0,4040.0,3798.0,0
38,"[4038.0, 4039.0, 4040.0, 4041.0, 4042.0, 4043.0, 4044.0, 4045.0]","[0, 287.0, 120.0, 667.0, 47.0, 455.0, 432.0, 599.0]","[254.0, 369.0, 792.0, 968.0, 902.0, 253.0, 906.0, 28.0]",rb2305,2023-01-03 09:39:00,-1865.0,4040.0,4043.0,4045.0,4038.0,7079.0,0
39,"[4038.0, 4039.0, 4040.0, 4041.0, 4042.0, 4043.0]","[0, 84.0, 735.0, 473.0, 737.0, 290.0]","[127.0, 391.0, 462.0, 99.0, 261.0, 0]",rb2305,2023-01-03 09:40:00,979.0,4042.0,4039.0,4043.0,4038.0,3672.0,0
40,"[4040.0, 4041.0, 4042.0, 4043.0, 4044.0]","[0, 1199.0, 951.0, 770.0, 799.0]","[36.0, 1186.0, 252.0, 296.0, 0]",rb2305,2023-01-03 09:41:00,1949.0,4042.0,4042.0,4044.0,4040.0,5490.0,0
41,"[4040.0, 4041.0, 4042.0, 4043.0, 4044.0]","[0, 351.0, 815.0, 640.0, 115.0]","[121.0, 392.0, 697.0, 399.0, 0]",rb2305,2023-01-03 09:42:00,312.0,4042.0,4042.0,4044.0,4040.0,3555.0,0
42,"[4039.0, 4040.0, 4041.0, 4042.0, 4043.0, 4044.0, 4045.0]","[0, 341.0, 190.0, 148.0, 232.0, 312.0, 117.0]","[290.0, 586.0, 784.0, 325.0, 391.0, 71.0, 0]",rb2305,2023-01-03 09:43:00,-1107.0,4045.0,4042.0,4045.0,4039.0,3854.0,0
43,"[4041.0, 4042.0, 4043.0, 4044.0, 4045.0, 4046.0, 4047.0]","[0, 288.0, 60.0, 70.0, 1257.0, 780.0, 346.0]","[160.0, 91.0, 72.0, 412.0, 434.0, 14.0, 0]",rb2305,2023-01-03 09:44:00,1618.0,4042.0,4044.0,4047.0,4041.0,3984.0,0
44,"[4041.0, 4042.0, 4043.0, 4044.0]","[0, 31.0, 804.0, 199.0]","[328.0, 707.0, 283.0, 0]",rb2305,2023-01-03 09:45:00,-284.0,4043.0,4041.0,4044.0,4041.0,2361.0,0
45,"[4041.0, 4042.0, 4043.0, 4044.0, 4045.0, 4046.0, 4047.0]","[0, 10.0, 559.0, 431.0, 217.0, 384.0, 152.0]","[219.0, 560.0, 348.0, 7.0, 259.0, 441.0, 0]",rb2305,2023-01-03 09:46:00,-81.0,4045.0,4043.0,4047.0,4041.0,3712.0,0
46,"[4040.0, 4041.0, 4042.0, 4043.0, 4044.0, 4045.0]","[0, 737.0, 396.0, 80.0, 66.0, 85.0]","[573.0, 687.0, 108.0, 24.0, 120.0, 0]",rb2305,2023-01-03 09:47:00,-148.0,4040.0,4045.0,4045.0,4040.0,2886.0,0
47,"[4033.0, 4034.0, 4035.0, 4036.0, 4037.0, 4038.0, 4039.0, 4040.0, 4041.0]","[0, 679.0, 1015.0, 762.0, 0, 120.0, 101.0, 40.0, 114.0]","[694.0, 928.0, 1273.0, 127.0, 2884.0, 445.0, 714.0, 203.0, 0]",rb2305,2023-01-03 09:48:00,-4437.0,4035.0,4040.0,4041.0,4033.0,10250.0,-2
48,"[4033.0, 4034.0, 4035.0, 4036.0, 4037.0]","[0, 966.0, 347.0, 508.0, 9.0]","[1006.0, 519.0, 85.0, 214.0, 0]",rb2305,2023-01-03 09:49:00,6.0,4036.0,4034.0,4037.0,4033.0,3654.0,0
49,"[4034.0, 4035.0, 4036.0, 4037.0]","[0, 579.0, 746.0, 244.0]","[379.0, 731.0, 341.0, 0]",rb2305,2023-01-03 09:50:00,118.0,4035.0,4035.0,4037.0,4034.0,3020.0,0
50,"[4036.0, 4037.0, 4038.0, 4039.0]","[301.0, 1003.0, 647.0, 574.0]","[643.0, 230.0, 353.0, 0]",rb2305,2023-01-03 09:51:00,1299.0,4038.0,4036.0,4039.0,4036.0,3751.0,0
51,"[4037.0, 4038.0, 4039.0, 4040.0, 4041.0]","[0, 211.0, 439.0, 825.0, 404.0]","[196.0, 181.0, 202.0, 346.0, 0]",rb2305,2023-01-03 09:52:00,954.0,4039.0,4038.0,4041.0,4037.0,2804.0,0
52,"[4038.0, 4039.0, 4040.0]","[0, 238.0, 308.0]","[60.0, 438.0, 0]",rb2305,2023-01-03 09:53:00,48.0,4039.0,4039.0,4040.0,4038.0,1046.0,0
53,"[4037.0, 4038.0, 4039.0, 4040.0]","[0, 4.0, 496.0, 66.0]","[105.0, 476.0, 104.0, 0]",rb2305,2023-01-03 09:54:00,-119.0,4037.0,4038.0,4040.0,4037.0,1251.0,0
54,"[4037.0, 4038.0, 4039.0, 4040.0, 4041.0]","[0, 250.0, 122.0, 263.0, 555.0]","[141.0, 40.0, 205.0, 515.0, 0]",rb2305,2023-01-03 09:55:00,289.0,4040.0,4037.0,4041.0,4037.0,2095.0,0
55,"[4040.0, 4041.0, 4042.0]","[89.0, 1063.0, 27.0]","[710.0, 90.0, 0]",rb2305,2023-01-03 09:56:00,379.0,4040.0,4040.0,4042.0,4040.0,1979.0,0
56,"[4037.0, 4038.0, 4039.0, 4040.0, 4041.0]","[0, 153.0, 246.0, 111.0, 94.0]","[320.0, 493.0, 436.0, 168.0, 0]",rb2305,2023-01-03 09:57:00,-813.0,4039.0,4041.0,4041.0,4037.0,2022.0,0
57,"[4039.0, 4040.0, 4041.0, 4042.0, 4043.0]","[31.0, 343.0, 546.0, 493.0, 124.0]","[220.0, 196.0, 97.0, 232.0, 0]",rb2305,2023-01-03 09:58:00,792.0,4042.0,4039.0,4043.0,4039.0,2282.0,0
58,"[4040.0, 4041.0, 4042.0]","[203.0, 416.0, 16.0]","[876.0, 205.0, 0]",rb2305,2023-01-03 09:59:00,-446.0,4040.0,4041.0,4042.0,4040.0,1716.0,0
59,"[4036.0, 4037.0, 4038.0, 4039.0, 4040.0, 4041.0, 4042.0]","[27.0, 147.0, 112.0, 18.0, 543.0, 758.0, 96.0]","[391.0, 653.0, 392.0, 49.0, 937.0, 79.0, 0]",rb2305,2023-01-03 10:00:00,-800.0,4037.0,4040.0,4042.0,4036.0,4221.0,0
60,"[4037.0, 4038.0, 4039.0, 4040.0, 4041.0, 4042.0]","[0, 214.0, 128.0, 315.0, 171.0, 315.0]","[381.0, 116.0, 399.0, 329.0, 191.0, 54.0]",rb2305,2023-01-03 10:01:00,-327.0,4042.0,4037.0,4042.0,4037.0,2613.0,0
61,"[4041.0, 4042.0, 4043.0, 4044.0, 4045.0, 4046.0, 4047.0]","[0, 253.0, 219.0, 860.0, 163.0, 1596.0, 961.0]","[33.0, 124.0, 10.0, 650.0, 849.0, 670.0, 0]",rb2305,2023-01-03 10:02:00,1716.0,4047.0,4042.0,4047.0,4041.0,6388.0,0
62,"[4046.0, 4047.0, 4048.0, 4049.0]","[0, 388.0, 1591.0, 819.0]","[214.0, 889.0, 745.0, 0]",rb2305,2023-01-03 10:03:00,950.0,4049.0,4047.0,4049.0,4046.0,4646.0,0
63,"[4047.0, 4048.0, 4049.0]","[125.0, 517.0, 547.0]","[772.0, 1185.0, 0]",rb2305,2023-01-03 10:04:00,-768.0,4048.0,4048.0,4049.0,4047.0,3146.0,0
64,"[4047.0, 4048.0, 4049.0, 4050.0]","[0, 878.0, 928.0, 1822.0]","[225.0, 557.0, 683.0, 0]",rb2305,2023-01-03 10:05:00,2163.0,4049.0,4048.0,4050.0,4047.0,5110.0,0
65,"[4048.0, 4049.0, 4050.0]","[0, 730.0, 2592.0]","[4.0, 2145.0, 133.0]",rb2305,2023-01-03 10:06:00,1040.0,4049.0,4049.0,4050.0,4048.0,5620.0,0
66,"[4048.0, 4049.0, 4050.0, 4051.0]","[0, 565.0, 1368.0, 1.0]","[140.0, 871.0, 240.0, 0]",rb2305,2023-01-03 10:07:00,683.0,4050.0,4049.0,4051.0,4048.0,3200.0,0
67,"[4050.0, 4051.0, 4052.0, 4053.0, 4054.0]","[0, 881.0, 309.0, 745.0, 2677.0]","[163.0, 526.0, 320.0, 1749.0, 362.0]",rb2305,2023-01-03 10:08:00,1492.0,4053.0,4050.0,4054.0,4050.0,7732.0,0
68,"[4051.0, 4052.0, 4053.0, 4054.0, 4055.0, 4056.0]","[0, 149.0, 309.0, 851.0, 2299.0, 95.0]","[22.0, 414.0, 868.0, 3139.0, 476.0, 0]",rb2305,2023-01-03 10:09:00,-1216.0,4051.0,4054.0,4056.0,4051.0,8622.0,0
69,"[4049.0, 4050.0, 4051.0, 4052.0, 4053.0]","[0, 420.0, 1022.0, 429.0, 146.0]","[37.0, 1183.0, 518.0, 202.0, 0]",rb2305,2023-01-03 10:10:00,77.0,4050.0,4052.0,4053.0,4049.0,3967.0,0
70,"[4040.0, 4041.0, 4042.0, 4043.0, 4044.0, 4045.0, 4046.0, 4047.0, 4048.0, 4049.0, 4050.0, 4051.0]","[202.0, 866.0, 695.0, 1217.0, 519.0, 167.0, 122.0, 270.0, 19.0, 167.0, 351.0, 679.0]","[773.0, 1817.0, 926.0, 1088.0, 204.0, 517.0, 35.0, 166.0, 312.0, 527.0, 487.0, 0]",rb2305,2023-01-03 10:11:00,-1578.0,4042.0,4051.0,4051.0,4040.0,12156.0,0
71,"[4040.0, 4041.0, 4042.0, 4043.0]","[84.0, 1011.0, 654.0, 200.0]","[1028.0, 1743.0, 636.0, 0]",rb2305,2023-01-03 10:12:00,-1458.0,4040.0,4042.0,4043.0,4040.0,5360.0,0
72,"[4040.0, 4041.0, 4042.0]","[718.0, 1622.0, 191.0]","[1174.0, 479.0, 173.0]",rb2305,2023-01-03 10:13:00,705.0,4042.0,4041.0,4042.0,4040.0,4357.0,0
73,"[4041.0, 4042.0, 4043.0, 4044.0]","[0, 777.0, 1578.0, 27.0]","[161.0, 258.0, 424.0, 0]",rb2305,2023-01-03 10:14:00,1539.0,4044.0,4042.0,4044.0,4041.0,3225.0,0
74,"[4043.0, 4044.0, 4045.0]","[0, 795.0, 698.0]","[192.0, 154.0, 0]",rb2305,2023-01-03 10:15:00,1147.0,4044.0,4044.0,4045.0,4043.0,1839.0,0
75,"[4049.0, 4050.0, 4051.0, 4052.0, 4053.0]","[360.0, 1451.0, 2605.0, 1062.0, 585.0]","[733.0, 1633.0, 1351.0, 821.0, 0]",rb2305,2023-01-03 10:31:00,1525.0,4051.0,4051.0,4053.0,4049.0,11318.0,0
76,"[4049.0, 4050.0, 4051.0, 4052.0]","[0, 452.0, 564.0, 195.0]","[106.0, 1270.0, 315.0, 0]",rb2305,2023-01-03 10:32:00,-480.0,4050.0,4051.0,4052.0,4049.0,2903.0,0
77,"[4048.0, 4049.0, 4050.0, 4051.0, 4052.0]","[0, 141.0, 153.0, 410.0, 51.0]","[225.0, 508.0, 1086.0, 177.0, 0]",rb2305,2023-01-03 10:33:00,-1241.0,4048.0,4051.0,4052.0,4048.0,2751.0,0
78,"[4048.0, 4049.0, 4050.0, 4051.0, 4052.0]","[0, 231.0, 699.0, 961.0, 52.0]","[25.0, 400.0, 376.0, 343.0, 0]",rb2305,2023-01-03 10:34:00,799.0,4051.0,4048.0,4052.0,4048.0,3113.0,0
79,"[4050.0, 4051.0, 4052.0, 4053.0]","[0, 249.0, 800.0, 169.0]","[69.0, 438.0, 377.0, 0]",rb2305,2023-01-03 10:35:00,334.0,4050.0,4052.0,4053.0,4050.0,2107.0,0
80,"[4048.0, 4049.0, 4050.0, 4051.0, 4052.0]","[0, 405.0, 952.0, 357.0, 7.0]","[162.0, 603.0, 339.0, 23.0, 0]",rb2305,2023-01-03 10:36:00,594.0,4050.0,4051.0,4052.0,4048.0,2850.0,0
81,"[4048.0, 4049.0, 4050.0]","[0, 435.0, 590.0]","[375.0, 671.0, 61.0]",rb2305,2023-01-03 10:37:00,-82.0,4049.0,4050.0,4050.0,4048.0,2133.0,0
82,"[4048.0, 4049.0, 4050.0, 4051.0, 4052.0, 4053.0]","[0, 275.0, 187.0, 545.0, 394.0, 144.0]","[2.0, 92.0, 325.0, 0, 149.0, 0]",rb2305,2023-01-03 10:38:00,977.0,4052.0,4049.0,4053.0,4048.0,2113.0,0
83,"[4047.0, 4048.0, 4049.0, 4050.0, 4051.0, 4052.0]","[0, 0, 340.0, 75.0, 70.0, 160.0]","[272.0, 401.0, 83.0, 101.0, 74.0, 0]",rb2305,2023-01-03 10:39:00,-286.0,4047.0,4052.0,4052.0,4047.0,1595.0,0
84,"[4046.0, 4047.0, 4048.0, 4049.0, 4050.0]","[0, 128.0, 113.0, 299.0, 439.0]","[29.0, 365.0, 26.0, 195.0, 93.0]",rb2305,2023-01-03 10:40:00,271.0,4049.0,4046.0,4050.0,4046.0,1699.0,0
85,"[4047.0, 4048.0, 4049.0, 4050.0]","[0, 57.0, 427.0, 93.0]","[43.0, 226.0, 509.0, 42.0]",rb2305,2023-01-03 10:41:00,-243.0,4048.0,4050.0,4050.0,4047.0,1397.0,0
86,"[4048.0, 4049.0, 4050.0, 4051.0]","[0, 1272.0, 485.0, 200.0]","[114.0, 876.0, 113.0, 0]",rb2305,2023-01-03 10:42:00,854.0,4049.0,4048.0,4051.0,4048.0,3077.0,0
87,"[4045.0, 4046.0, 4047.0, 4048.0, 4049.0]","[0, 431.0, 489.0, 446.0, 8.0]","[350.0, 1094.0, 639.0, 144.0, 0]",rb2305,2023-01-03 10:43:00,-853.0,4046.0,4049.0,4049.0,4045.0,3601.0,0
88,"[4044.0, 4045.0, 4046.0, 4047.0, 4048.0]","[0, 135.0, 249.0, 206.0, 97.0]","[168.0, 1176.0, 249.0, 306.0, 0]",rb2305,2023-01-03 10:44:00,-1212.0,4046.0,4046.0,4048.0,4044.0,2586.0,0
89,"[4044.0, 4045.0, 4046.0, 4047.0, 4048.0]","[0, 321.0, 342.0, 160.0, 122.0]","[85.0, 339.0, 150.0, 132.0, 0]",rb2305,2023-01-03 10:45:00,239.0,4046.0,4046.0,4048.0,4044.0,1653.0,0
90,"[4042.0, 4043.0, 4044.0, 4045.0, 4046.0]","[0, 382.0, 195.0, 263.0, 241.0]","[28.0, 866.0, 454.0, 513.0, 182.0]",rb2305,2023-01-03 10:46:00,-962.0,4044.0,4046.0,4046.0,4042.0,3142.0,0
91,"[4041.0, 4042.0, 4043.0, 4044.0]","[142.0, 243.0, 789.0, 139.0]","[1100.0, 1793.0, 645.0, 0]",rb2305,2023-01-03 10:47:00,-2225.0,4042.0,4043.0,4044.0,4041.0,4860.0,0
92,"[4040.0, 4041.0, 4042.0, 4043.0]","[0, 486.0, 537.0, 116.0]","[191.0, 704.0, 106.0, 0]",rb2305,2023-01-03 10:48:00,138.0,4042.0,4041.0,4043.0,4040.0,2140.0,0
93,"[4040.0, 4041.0, 4042.0, 4043.0]","[98.0, 562.0, 1419.0, 87.0]","[1350.0, 917.0, 250.0, 0]",rb2305,2023-01-03 10:49:00,-351.0,4042.0,4041.0,4043.0,4040.0,4683.0,0
94,"[4038.0, 4039.0, 4040.0, 4041.0, 4042.0]","[0, 427.0, 806.0, 501.0, 286.0]","[106.0, 469.0, 330.0, 69.0, 0]",rb2305,2023-01-03 10:50:00,1046.0,4041.0,4042.0,4042.0,4038.0,2994.0,0
95,"[4040.0, 4041.0, 4042.0, 4043.0]","[0, 495.0, 709.0, 1108.0]","[81.0, 266.0, 374.0, 67.0]",rb2305,2023-01-03 10:51:00,1524.0,4041.0,4041.0,4043.0,4040.0,3100.0,0
96,"[4041.0, 4042.0, 4043.0, 4044.0]","[0, 164.0, 802.0, 30.0]","[1.0, 1156.0, 42.0, 0]",rb2305,2023-01-03 10:52:00,-203.0,4042.0,4042.0,4044.0,4041.0,2195.0,0
97,"[4041.0, 4042.0, 4043.0]","[0, 614.0, 99.0]","[330.0, 263.0, 0]",rb2305,2023-01-03 10:53:00,120.0,4041.0,4042.0,4043.0,4041.0,1310.0,0
98,"[4039.0, 4040.0, 4041.0, 4042.0]","[0, 239.0, 210.0, 27.0]","[206.0, 693.0, 197.0, 0]",rb2305,2023-01-03 10:54:00,-620.0,4040.0,4041.0,4042.0,4039.0,1576.0,0
99,"[4039.0, 4040.0, 4041.0]","[0, 456.0, 208.0]","[160.0, 299.0, 0]",rb2305,2023-01-03 10:55:00,205.0,4039.0,4041.0,4041.0,4039.0,1123.0,0
100,"[4039.0, 4040.0, 4041.0]","[0, 281.0, 472.0]","[196.0, 176.0, 0]",rb2305,2023-01-03 10:56:00,381.0,4041.0,4039.0,4041.0,4039.0,1125.0,0
101,"[4041.0, 4042.0]","[0, 919.0]","[570.0, 165.0]",rb2305,2023-01-03 10:57:00,184.0,4042.0,4041.0,4042.0,4041.0,1654.0,0
102,"[4041.0, 4042.0, 4043.0, 4044.0]","[0, 16.0, 968.0, 86.0]","[279.0, 161.0, 304.0, 0]",rb2305,2023-01-03 10:58:00,326.0,4043.0,4041.0,4044.0,4041.0,1824.0,0
103,"[4039.0, 4040.0, 4041.0, 4042.0, 4043.0]","[0, 46.0, 368.0, 60.0, 49.0]","[119.0, 454.0, 235.0, 120.0, 0]",rb2305,2023-01-03 10:59:00,-405.0,4040.0,4043.0,4043.0,4039.0,1451.0,0
104,"[4040.0, 4041.0, 4042.0, 4043.0, 4044.0]","[0, 480.0, 88.0, 326.0, 414.0]","[571.0, 319.0, 238.0, 194.0, 0]",rb2305,2023-01-03 11:00:00,-14.0,4043.0,4040.0,4044.0,4040.0,2698.0,0
105,"[4041.0, 4042.0, 4043.0, 4044.0]","[0, 335.0, 250.0, 165.0]","[75.0, 691.0, 293.0, 76.0]",rb2305,2023-01-03 11:01:00,-385.0,4041.0,4042.0,4044.0,4041.0,1899.0,0
106,"[4037.0, 4038.0, 4039.0, 4040.0, 4041.0]","[0, 1136.0, 534.0, 10.0, 40.0]","[610.0, 1841.0, 751.0, 624.0, 210.0]",rb2305,2023-01-03 11:02:00,-2316.0,4038.0,4041.0,4041.0,4037.0,5970.0,-1
107,"[4037.0, 4038.0, 4039.0, 4040.0]","[0, 276.0, 315.0, 246.0]","[287.0, 159.0, 173.0, 0]",rb2305,2023-01-03 11:03:00,218.0,4038.0,4039.0,4040.0,4037.0,1485.0,0
108,"[4038.0, 4039.0, 4040.0, 4041.0]","[0, 556.0, 455.0, 198.0]","[209.0, 145.0, 239.0, 0]",rb2305,2023-01-03 11:04:00,616.0,4041.0,4039.0,4041.0,4038.0,1802.0,0
109,"[4040.0, 4041.0, 4042.0, 4043.0, 4044.0]","[0, 411.0, 181.0, 387.0, 7.0]","[23.0, 147.0, 172.0, 101.0, 0]",rb2305,2023-01-03 11:05:00,543.0,4043.0,4041.0,4044.0,4040.0,1429.0,0
110,"[4043.0, 4044.0, 4045.0, 4046.0, 4047.0, 4048.0]","[78.0, 74.0, 992.0, 523.0, 508.0, 611.0]","[11.0, 135.0, 112.0, 580.0, 1048.0, 116.0]",rb2305,2023-01-03 11:06:00,784.0,4046.0,4043.0,4048.0,4043.0,4905.0,1
111,"[4043.0, 4044.0, 4045.0, 4046.0, 4047.0, 4048.0]","[31.0, 338.0, 64.0, 637.0, 234.0, 179.0]","[388.0, 180.0, 427.0, 359.0, 187.0, 0]",rb2305,2023-01-03 11:07:00,-58.0,4045.0,4046.0,4048.0,4043.0,3025.0,0
112,"[4043.0, 4044.0, 4045.0]","[0, 179.0, 395.0]","[31.0, 515.0, 0]",rb2305,2023-01-03 11:08:00,28.0,4044.0,4044.0,4045.0,4043.0,1120.0,0
113,"[4043.0, 4044.0, 4045.0]","[0, 150.0, 259.0]","[41.0, 260.0, 0]",rb2305,2023-01-03 11:09:00,108.0,4044.0,4045.0,4045.0,4043.0,710.0,0
114,"[4042.0, 4043.0, 4044.0, 4045.0]","[0, 33.0, 83.0, 386.0]","[3.0, 392.0, 193.0, 0]",rb2305,2023-01-03 11:10:00,-86.0,4042.0,4044.0,4045.0,4042.0,1090.0,0
115,"[4040.0, 4041.0, 4042.0, 4043.0, 4044.0]","[0, 295.0, 273.0, 354.0, 77.0]","[216.0, 501.0, 470.0, 549.0, 0]",rb2305,2023-01-03 11:11:00,-737.0,4042.0,4042.0,4044.0,4040.0,2735.0,0
116,"[4040.0, 4041.0, 4042.0, 4043.0, 4044.0]","[0, 172.0, 113.0, 144.0, 41.0]","[149.0, 439.0, 240.0, 46.0, 0]",rb2305,2023-01-03 11:12:00,-404.0,4040.0,4042.0,4044.0,4040.0,1344.0,0
117,"[4040.0, 4041.0, 4042.0, 4043.0, 4044.0, 4045.0, 4046.0]","[0, 176.0, 66.0, 97.0, 76.0, 432.0, 120.0]","[20.0, 63.0, 21.0, 6.0, 287.0, 99.0, 0]",rb2305,2023-01-03 11:13:00,471.0,4045.0,4040.0,4046.0,4040.0,1463.0,0
118,"[4044.0, 4045.0, 4046.0, 4047.0]","[0, 0, 760.0, 15.0]","[16.0, 528.0, 116.0, 0]",rb2305,2023-01-03 11:14:00,115.0,4045.0,4045.0,4047.0,4044.0,1437.0,0
119,"[4044.0, 4045.0, 4046.0, 4047.0]","[0, 253.0, 420.0, 287.0]","[340.0, 784.0, 5.0, 120.0]",rb2305,2023-01-03 11:15:00,-289.0,4044.0,4045.0,4047.0,4044.0,2209.0,0
120,"[4042.0, 4043.0, 4044.0, 4045.0, 4046.0, 4047.0, 4048.0]","[0, 0, 13.0, 191.0, 490.0, 466.0, 1.0]","[1.0, 149.0, 261.0, 453.0, 84.0, 68.0, 0]",rb2305,2023-01-03 11:16:00,145.0,4042.0,4044.0,4048.0,4042.0,2179.0,0
121,"[4042.0, 4043.0, 4044.0]","[0, 298.0, 3.0]","[514.0, 79.0, 0]",rb2305,2023-01-03 11:17:00,-292.0,4042.0,4042.0,4044.0,4042.0,894.0,0
122,"[4040.0, 4041.0, 4042.0, 4043.0]","[0, 52.0, 80.0, 27.0]","[144.0, 477.0, 445.0, 20.0]",rb2305,2023-01-03 11:18:00,-927.0,4040.0,4042.0,4043.0,4040.0,1246.0,0
123,"[4040.0, 4041.0, 4042.0]","[0, 239.0, 290.0]","[560.0, 272.0, 0]",rb2305,2023-01-03 11:19:00,-303.0,4041.0,4041.0,4042.0,4040.0,1361.0,0
124,"[4040.0, 4041.0, 4042.0, 4043.0]","[0, 877.0, 355.0, 39.0]","[56.0, 652.0, 41.0, 0]",rb2305,2023-01-03 11:20:00,522.0,4041.0,4041.0,4043.0,4040.0,2020.0,0
125,"[4041.0, 4042.0, 4043.0, 4044.0]","[0, 729.0, 720.0, 12.0]","[259.0, 379.0, 904.0, 0]",rb2305,2023-01-03 11:21:00,-81.0,4043.0,4041.0,4044.0,4041.0,3003.0,0
126,"[4041.0, 4042.0, 4043.0, 4044.0]","[0, 184.0, 25.0, 87.0]","[9.0, 148.0, 242.0, 0]",rb2305,2023-01-03 11:22:00,-103.0,4042.0,4043.0,4044.0,4041.0,695.0,0
127,"[4042.0, 4043.0, 4044.0, 4045.0, 4046.0, 4047.0, 4048.0]","[0, 185.0, 187.0, 632.0, 440.0, 278.0, 883.0]","[6.0, 34.0, 226.0, 110.0, 122.0, 332.0, 0]",rb2305,2023-01-03 11:23:00,1775.0,4047.0,4042.0,4048.0,4042.0,3435.0,0
128,"[4046.0, 4047.0, 4048.0, 4049.0, 4050.0, 4051.0]","[0, 352.0, 133.0, 1159.0, 854.0, 336.0]","[121.0, 0, 236.0, 811.0, 341.0, 0]",rb2305,2023-01-03 11:24:00,1325.0,4049.0,4046.0,4051.0,4046.0,4359.0,0
129,"[4047.0, 4048.0, 4049.0]","[0, 389.0, 160.0]","[585.0, 179.0, 0]",rb2305,2023-01-03 11:25:00,-215.0,4047.0,4048.0,4049.0,4047.0,1313.0,0
130,"[4045.0, 4046.0, 4047.0, 4048.0, 4049.0]","[0, 97.0, 218.0, 361.0, 445.0]","[39.0, 354.0, 335.0, 642.0, 287.0]",rb2305,2023-01-03 11:26:00,-536.0,4048.0,4048.0,4049.0,4045.0,2788.0,0
131,"[4046.0, 4047.0, 4048.0, 4049.0]","[0, 254.0, 376.0, 191.0]","[36.0, 500.0, 489.0, 0]",rb2305,2023-01-03 11:27:00,-204.0,4047.0,4048.0,4049.0,4046.0,1846.0,0
132,"[4045.0, 4046.0, 4047.0, 4048.0]","[0, 73.0, 428.0, 224.0]","[1.0, 625.0, 367.0, 0]",rb2305,2023-01-03 11:28:00,-268.0,4047.0,4047.0,4048.0,4045.0,1724.0,0
133,"[4046.0, 4047.0, 4048.0, 4049.0, 4050.0, 4051.0]","[0, 224.0, 29.0, 328.0, 984.0, 32.0]","[11.0, 116.0, 27.0, 461.0, 427.0, 0]",rb2305,2023-01-03 11:29:00,555.0,4050.0,4046.0,4051.0,4046.0,2648.0,0
134,"[4050.0, 4051.0, 4052.0, 4053.0, 4054.0]","[0, 243.0, 1082.0, 549.0, 164.0]","[370.0, 1147.0, 1641.0, 224.0, 0]",rb2305,2023-01-03 11:30:00,-1344.0,4051.0,4051.0,4054.0,4050.0,5436.0,0
135,"[4049.0, 4050.0, 4051.0, 4052.0, 4053.0, 4055.0, 4056.0]","[75.0, 1368.0, 2486.0, 1094.0, 743.0, 3036.0, 470.0]","[1410.0, 1848.0, 987.0, 1977.0, 233.0, 0, 0]",rb2305,2023-01-03 13:31:00,2817.0,4053.0,4055.0,4056.0,4049.0,16041.0,0
136,"[4049.0, 4050.0, 4051.0, 4052.0, 4053.0, 4054.0]","[0, 605.0, 433.0, 77.0, 644.0, 627.0]","[122.0, 1097.0, 139.0, 61.0, 364.0, 406.0]",rb2305,2023-01-03 13:32:00,197.0,4050.0,4052.0,4054.0,4049.0,4575.0,0
137,"[4050.0, 4051.0, 4052.0, 4053.0, 4054.0]","[0, 553.0, 655.0, 518.0, 88.0]","[261.0, 418.0, 160.0, 567.0, 0]",rb2305,2023-01-03 13:33:00,408.0,4051.0,4050.0,4054.0,4050.0,3222.0,0
138,"[4048.0, 4049.0, 4050.0, 4051.0]","[0, 347.0, 1036.0, 95.0]","[296.0, 709.0, 1331.0, 0]",rb2305,2023-01-03 13:34:00,-858.0,4050.0,4051.0,4051.0,4048.0,3830.0,0
139,"[4046.0, 4047.0, 4048.0, 4049.0, 4050.0]","[0, 62.0, 371.0, 486.0, 199.0]","[18.0, 346.0, 136.0, 308.0, 0]",rb2305,2023-01-03 13:35:00,310.0,4047.0,4050.0,4050.0,4046.0,1934.0,0
140,"[4045.0, 4046.0, 4047.0, 4048.0]","[0, 810.0, 967.0, 354.0]","[371.0, 778.0, 861.0, 0]",rb2305,2023-01-03 13:36:00,121.0,4046.0,4047.0,4048.0,4045.0,4141.0,0
141,"[4047.0, 4048.0, 4049.0, 4050.0, 4051.0, 4052.0]","[103.0, 289.0, 393.0, 941.0, 565.0, 31.0]","[27.0, 56.0, 86.0, 566.0, 0, 0]",rb2305,2023-01-03 13:37:00,1587.0,4050.0,4047.0,4052.0,4047.0,3057.0,1
142,"[4051.0, 4052.0, 4053.0, 4054.0]","[55.0, 589.0, 1023.0, 439.0]","[66.0, 481.0, 370.0, 67.0]",rb2305,2023-01-03 13:38:00,1122.0,4054.0,4051.0,4054.0,4051.0,3090.0,0
143,"[4052.0, 4053.0, 4054.0, 4055.0, 4056.0]","[0, 34.0, 436.0, 1798.0, 209.0]","[18.0, 865.0, 767.0, 174.0, 0]",rb2305,2023-01-03 13:39:00,653.0,4055.0,4054.0,4056.0,4052.0,4301.0,0
144,"[4055.0, 4056.0, 4057.0, 4058.0, 4059.0, 4060.0]","[0, 538.0, 769.0, 1806.0, 2601.0, 131.0]","[130.0, 0, 175.0, 2129.0, 103.0, 0]",rb2305,2023-01-03 13:40:00,3308.0,4059.0,4055.0,4060.0,4055.0,8489.0,1
145,"[4057.0, 4058.0, 4059.0, 4060.0, 4061.0, 4062.0, 4063.0]","[0, 371.0, 1499.0, 1585.0, 2378.0, 824.0, 533.0]","[168.0, 492.0, 967.0, 0, 739.0, 623.0, 0]",rb2305,2023-01-03 13:41:00,4201.0,4062.0,4059.0,4063.0,4057.0,10590.0,0
146,"[4062.0, 4063.0, 4064.0]","[135.0, 1155.0, 863.0]","[850.0, 1459.0, 0]",rb2305,2023-01-03 13:42:00,-156.0,4064.0,4062.0,4064.0,4062.0,4483.0,0
147,"[4061.0, 4062.0, 4063.0, 4064.0, 4065.0]","[0, 256.0, 104.0, 749.0, 310.0]","[483.0, 790.0, 197.0, 337.0, 0]",rb2305,2023-01-03 13:43:00,-388.0,4062.0,4064.0,4065.0,4061.0,3226.0,0
148,"[4061.0, 4062.0, 4063.0]","[20.0, 852.0, 283.0]","[971.0, 261.0, 0]",rb2305,2023-01-03 13:44:00,-77.0,4062.0,4062.0,4063.0,4061.0,2446.0,0
149,"[4062.0, 4063.0, 4064.0]","[0, 1033.0, 604.0]","[599.0, 829.0, 0]",rb2305,2023-01-03 13:45:00,209.0,4064.0,4063.0,4064.0,4062.0,3071.0,0
150,"[4059.0, 4060.0, 4061.0, 4062.0, 4063.0, 4064.0, 4065.0]","[124.0, 322.0, 183.0, 274.0, 24.0, 378.0, 157.0]","[1342.0, 605.0, 538.0, 248.0, 459.0, 16.0, 0]",rb2305,2023-01-03 13:46:00,-1746.0,4060.0,4064.0,4065.0,4059.0,4674.0,0
151,"[4058.0, 4059.0, 4060.0, 4061.0]","[0, 176.0, 476.0, 43.0]","[96.0, 833.0, 292.0, 0]",rb2305,2023-01-03 13:47:00,-526.0,4060.0,4060.0,4061.0,4058.0,1916.0,0
152,"[4059.0, 4060.0, 4061.0, 4062.0]","[0, 272.0, 459.0, 61.0]","[91.0, 595.0, 554.0, 0]",rb2305,2023-01-03 13:48:00,-448.0,4062.0,4059.0,4062.0,4059.0,2074.0,0
153,"[4061.0, 4062.0, 4063.0]","[0, 774.0, 432.0]","[254.0, 678.0, 0]",rb2305,2023-01-03 13:49:00,274.0,4062.0,4062.0,4063.0,4061.0,2138.0,0
154,"[4062.0, 4063.0, 4064.0]","[128.0, 399.0, 550.0]","[702.0, 901.0, 0]",rb2305,2023-01-03 13:50:00,-526.0,4063.0,4063.0,4064.0,4062.0,2680.0,0
155,"[4061.0, 4062.0, 4063.0, 4064.0]","[0, 185.0, 475.0, 97.0]","[361.0, 1119.0, 43.0, 0]",rb2305,2023-01-03 13:51:00,-766.0,4062.0,4064.0,4064.0,4061.0,2280.0,0
156,"[4061.0, 4062.0, 4063.0]","[0, 124.0, 592.0]","[523.0, 670.0, 0]",rb2305,2023-01-03 13:52:00,-477.0,4061.0,4063.0,4063.0,4061.0,1909.0,0
157,"[4060.0, 4061.0, 4062.0]","[0, 118.0, 463.0]","[897.0, 1056.0, 0]",rb2305,2023-01-03 13:53:00,-1372.0,4060.0,4061.0,4062.0,4060.0,2534.0,0
158,"[4058.0, 4059.0, 4060.0, 4061.0]","[0, 388.0, 148.0, 377.0]","[354.0, 476.0, 645.0, 4.0]",rb2305,2023-01-03 13:54:00,-566.0,4059.0,4061.0,4061.0,4058.0,2392.0,0
159,"[4058.0, 4059.0, 4060.0]","[0, 725.0, 305.0]","[234.0, 854.0, 0]",rb2305,2023-01-03 13:55:00,-58.0,4060.0,4059.0,4060.0,4058.0,2118.0,0
160,"[4059.0, 4060.0, 4061.0]","[0, 669.0, 48.0]","[400.0, 118.0, 0]",rb2305,2023-01-03 13:56:00,199.0,4060.0,4059.0,4061.0,4059.0,1244.0,0
161,"[4057.0, 4058.0, 4059.0, 4060.0, 4061.0]","[0, 337.0, 87.0, 66.0, 5.0]","[391.0, 1409.0, 460.0, 240.0, 0]",rb2305,2023-01-03 13:57:00,-2005.0,4058.0,4060.0,4061.0,4057.0,3063.0,-1
162,"[4057.0, 4058.0, 4059.0, 4060.0]","[0, 159.0, 380.0, 83.0]","[77.0, 444.0, 243.0, 0]",rb2305,2023-01-03 13:58:00,-142.0,4058.0,4059.0,4060.0,4057.0,1386.0,0
163,"[4058.0, 4059.0, 4060.0]","[0, 488.0, 43.0]","[879.0, 179.0, 0]",rb2305,2023-01-03 13:59:00,-527.0,4060.0,4058.0,4060.0,4058.0,1593.0,0
164,"[4057.0, 4058.0, 4059.0, 4060.0]","[0, 124.0, 619.0, 35.0]","[64.0, 468.0, 316.0, 0]",rb2305,2023-01-03 14:00:00,-70.0,4058.0,4060.0,4060.0,4057.0,1626.0,0
165,"[4058.0, 4059.0, 4060.0]","[0, 463.0, 616.0]","[60.0, 710.0, 57.0]",rb2305,2023-01-03 14:01:00,252.0,4060.0,4058.0,4060.0,4058.0,1907.0,0
166,"[4058.0, 4059.0, 4060.0, 4061.0, 4062.0, 4063.0]","[0, 118.0, 172.0, 799.0, 422.0, 48.0]","[8.0, 307.0, 206.0, 547.0, 59.0, 0]",rb2305,2023-01-03 14:02:00,432.0,4059.0,4060.0,4063.0,4058.0,2686.0,0
167,"[4058.0, 4059.0, 4060.0]","[0, 705.0, 4.0]","[191.0, 88.0, 0]",rb2305,2023-01-03 14:03:00,430.0,4058.0,4059.0,4060.0,4058.0,1019.0,0
168,"[4058.0, 4059.0, 4060.0, 4061.0]","[0, 180.0, 396.0, 48.0]","[72.0, 249.0, 49.0, 0]",rb2305,2023-01-03 14:04:00,254.0,4061.0,4059.0,4061.0,4058.0,1000.0,0
169,"[4061.0, 4062.0, 4063.0]","[354.0, 314.0, 729.0]","[50.0, 1146.0, 0]",rb2305,2023-01-03 14:05:00,201.0,4063.0,4061.0,4063.0,4061.0,2593.0,0
170,"[4060.0, 4061.0, 4062.0, 4063.0]","[0, 71.0, 66.0, 350.0]","[1.0, 210.0, 378.0, 0]",rb2305,2023-01-03 14:06:00,-102.0,4061.0,4063.0,4063.0,4060.0,1076.0,0
171,"[4057.0, 4058.0, 4059.0, 4060.0, 4061.0]","[0, 3.0, 104.0, 158.0, 234.0]","[54.0, 588.0, 194.0, 327.0, 0]",rb2305,2023-01-03 14:07:00,-664.0,4057.0,4060.0,4061.0,4057.0,1662.0,0
172,"[4056.0, 4057.0, 4058.0, 4059.0, 4060.0]","[0, 10.0, 281.0, 112.0, 124.0]","[424.0, 434.0, 471.0, 168.0, 0]",rb2305,2023-01-03 14:08:00,-970.0,4059.0,4058.0,4060.0,4056.0,2024.0,0
173,"[4059.0, 4060.0, 4061.0]","[0, 294.0, 51.0]","[483.0, 312.0, 0]",rb2305,2023-01-03 14:09:00,-450.0,4060.0,4060.0,4061.0,4059.0,1140.0,0
174,"[4059.0, 4060.0, 4061.0]","[0, 255.0, 156.0]","[34.0, 574.0, 0]",rb2305,2023-01-03 14:10:00,-197.0,4061.0,4060.0,4061.0,4059.0,1021.0,0
175,"[4060.0, 4061.0, 4062.0, 4063.0]","[0, 694.0, 75.0, 48.0]","[303.0, 401.0, 0, 0]",rb2305,2023-01-03 14:11:00,113.0,4063.0,4061.0,4063.0,4060.0,1537.0,0
176,"[4061.0, 4062.0, 4063.0]","[0, 409.0, 12.0]","[222.0, 155.0, 0]",rb2305,2023-01-03 14:12:00,44.0,4062.0,4063.0,4063.0,4061.0,798.0,0
177,"[4060.0, 4061.0, 4062.0, 4063.0]","[0, 291.0, 850.0, 19.0]","[159.0, 508.0, 147.0, 0]",rb2305,2023-01-03 14:13:00,346.0,4063.0,4061.0,4063.0,4060.0,1974.0,0
178,"[4062.0, 4063.0, 4064.0, 4065.0, 4066.0, 4067.0, 4068.0]","[0, 630.0, 1021.0, 2734.0, 720.0, 2722.0, 361.0]","[53.0, 38.0, 329.0, 47.0, 1155.0, 742.0, 0]",rb2305,2023-01-03 14:14:00,5824.0,4065.0,4062.0,4068.0,4062.0,10552.0,2
179,"[4063.0, 4064.0, 4065.0, 4066.0, 4067.0]","[0, 153.0, 474.0, 343.0, 246.0]","[25.0, 610.0, 1245.0, 398.0, 0]",rb2305,2023-01-03 14:15:00,-1062.0,4064.0,4066.0,4067.0,4063.0,3494.0,0
180,"[4065.0, 4066.0, 4067.0]","[0, 387.0, 835.0]","[295.0, 339.0, 0]",rb2305,2023-01-03 14:16:00,588.0,4066.0,4066.0,4067.0,4065.0,1856.0,0
181,"[4064.0, 4065.0, 4066.0, 4067.0]","[0, 632.0, 420.0, 104.0]","[171.0, 568.0, 94.0, 0]",rb2305,2023-01-03 14:17:00,323.0,4064.0,4067.0,4067.0,4064.0,1989.0,0
182,"[4064.0, 4065.0, 4066.0, 4067.0]","[0, 365.0, 323.0, 148.0]","[364.0, 116.0, 266.0, 0]",rb2305,2023-01-03 14:18:00,90.0,4066.0,4064.0,4067.0,4064.0,1582.0,0
183,"[4066.0, 4067.0, 4068.0]","[0, 346.0, 625.0]","[192.0, 727.0, 0]",rb2305,2023-01-03 14:19:00,52.0,4067.0,4067.0,4068.0,4066.0,1890.0,0
184,"[4067.0, 4068.0, 4069.0, 4070.0, 4071.0]","[0, 684.0, 1145.0, 2860.0, 1251.0]","[228.0, 655.0, 1025.0, 658.0, 0]",rb2305,2023-01-03 14:20:00,3374.0,4069.0,4067.0,4071.0,4067.0,8506.0,0
185,"[4068.0, 4069.0, 4070.0]","[0, 514.0, 1050.0]","[18.0, 929.0, 0]",rb2305,2023-01-03 14:21:00,617.0,4069.0,4069.0,4070.0,4068.0,2515.0,0
186,"[4066.0, 4067.0, 4068.0, 4069.0, 4070.0]","[0, 108.0, 140.0, 206.0, 165.0]","[506.0, 671.0, 535.0, 475.0, 0]",rb2305,2023-01-03 14:22:00,-1568.0,4066.0,4069.0,4070.0,4066.0,2806.0,0
187,"[4065.0, 4066.0, 4067.0, 4068.0]","[0, 101.0, 676.0, 699.0]","[403.0, 660.0, 282.0, 0]",rb2305,2023-01-03 14:23:00,131.0,4066.0,4067.0,4068.0,4065.0,2845.0,0
188,"[4066.0, 4067.0, 4068.0]","[0, 506.0, 83.0]","[391.0, 117.0, 0]",rb2305,2023-01-03 14:24:00,81.0,4068.0,4066.0,4068.0,4066.0,1107.0,0
189,"[4066.0, 4067.0, 4068.0, 4069.0, 4070.0]","[0, 35.0, 212.0, 313.0, 711.0]","[65.0, 176.0, 59.0, 658.0, 0]",rb2305,2023-01-03 14:25:00,313.0,4069.0,4068.0,4070.0,4066.0,2229.0,0
190,"[4068.0, 4069.0, 4070.0, 4071.0]","[0, 321.0, 471.0, 697.0]","[416.0, 565.0, 394.0, 0]",rb2305,2023-01-03 14:26:00,114.0,4069.0,4069.0,4071.0,4068.0,2890.0,0
191,"[4068.0, 4069.0, 4070.0, 4071.0]","[0, 1030.0, 1301.0, 0]","[477.0, 1347.0, 1315.0, 5.0]",rb2305,2023-01-03 14:27:00,-813.0,4070.0,4070.0,4071.0,4068.0,5475.0,0
192,"[4069.0, 4070.0, 4071.0, 4072.0, 4073.0, 4074.0]","[0, 168.0, 179.0, 551.0, 758.0, 612.0]","[233.0, 361.0, 396.0, 954.0, 397.0, 0]",rb2305,2023-01-03 14:28:00,-73.0,4073.0,4070.0,4074.0,4069.0,4610.0,0
193,"[4072.0, 4073.0, 4074.0]","[0, 828.0, 47.0]","[1213.0, 311.0, 0]",rb2305,2023-01-03 14:29:00,-649.0,4073.0,4072.0,4074.0,4072.0,2399.0,0
194,"[4071.0, 4072.0, 4073.0]","[110.0, 425.0, 102.0]","[954.0, 259.0, 0]",rb2305,2023-01-03 14:30:00,-576.0,4072.0,4073.0,4073.0,4071.0,1854.0,0
195,"[4069.0, 4070.0, 4071.0, 4072.0]","[0, 395.0, 75.0, 601.0]","[981.0, 771.0, 247.0, 0]",rb2305,2023-01-03 14:31:00,-928.0,4069.0,4072.0,4072.0,4069.0,3070.0,0
196,"[4063.0, 4064.0, 4065.0, 4066.0, 4067.0, 4068.0, 4069.0, 4070.0]","[311.0, 423.0, 193.0, 299.0, 163.0, 0, 0, 130.0]","[1247.0, 518.0, 938.0, 567.0, 209.0, 598.0, 130.0, 0]",rb2305,2023-01-03 14:32:00,-2688.0,4063.0,4070.0,4070.0,4063.0,5785.0,-2
197,"[4060.0, 4061.0, 4062.0, 4063.0, 4064.0]","[0, 998.0, 1264.0, 375.0, 12.0]","[1497.0, 1296.0, 773.0, 476.0, 0]",rb2305,2023-01-03 14:33:00,-1393.0,4062.0,4063.0,4064.0,4060.0,6702.0,0
198,"[4062.0, 4063.0, 4064.0, 4065.0]","[0, 212.0, 656.0, 554.0]","[94.0, 282.0, 59.0, 0]",rb2305,2023-01-03 14:34:00,987.0,4065.0,4062.0,4065.0,4062.0,1857.0,0
199,"[4064.0, 4065.0, 4066.0]","[0, 775.0, 270.0]","[491.0, 422.0, 0]",rb2305,2023-01-03 14:35:00,132.0,4064.0,4065.0,4066.0,4064.0,1958.0,0
200,"[4062.0, 4063.0, 4064.0, 4065.0, 4066.0]","[0, 125.0, 182.0, 737.0, 111.0]","[160.0, 637.0, 139.0, 439.0, 0]",rb2305,2023-01-03 14:36:00,-220.0,4066.0,4064.0,4066.0,4062.0,2530.0,0
201,"[4062.0, 4063.0, 4064.0, 4065.0, 4066.0]","[0, 110.0, 209.0, 209.0, 121.0]","[150.0, 391.0, 440.0, 334.0, 0]",rb2305,2023-01-03 14:37:00,-666.0,4062.0,4065.0,4066.0,4062.0,1994.0,0
202,"[4062.0, 4063.0, 4064.0]","[32.0, 512.0, 208.0]","[897.0, 200.0, 0]",rb2305,2023-01-03 14:38:00,-345.0,4063.0,4063.0,4064.0,4062.0,1849.0,0
203,"[4062.0, 4063.0, 4064.0, 4065.0]","[0, 186.0, 216.0, 116.0]","[227.0, 361.0, 201.0, 0]",rb2305,2023-01-03 14:39:00,-271.0,4063.0,4063.0,4065.0,4062.0,1307.0,0
204,"[4061.0, 4062.0, 4063.0]","[0, 911.0, 62.0]","[139.0, 670.0, 0]",rb2305,2023-01-03 14:40:00,164.0,4061.0,4062.0,4063.0,4061.0,1785.0,0
205,"[4061.0, 4062.0, 4063.0]","[0, 754.0, 26.0]","[188.0, 354.0, 0]",rb2305,2023-01-03 14:41:00,238.0,4062.0,4061.0,4063.0,4061.0,1324.0,0
206,"[4061.0, 4062.0, 4063.0, 4064.0, 4065.0, 4066.0]","[0, 27.0, 416.0, 395.0, 323.0, 36.0]","[4.0, 94.0, 248.0, 334.0, 17.0, 0]",rb2305,2023-01-03 14:42:00,500.0,4065.0,4062.0,4066.0,4061.0,1905.0,0
207,"[4064.0, 4065.0, 4066.0]","[0, 123.0, 411.0]","[154.0, 443.0, 0]",rb2305,2023-01-03 14:43:00,-63.0,4064.0,4065.0,4066.0,4064.0,1131.0,0
208,"[4061.0, 4062.0, 4063.0, 4064.0, 4065.0, 4066.0]","[0, 192.0, 132.0, 35.0, 313.0, 1.0]","[58.0, 442.0, 154.0, 303.0, 143.0, 0]",rb2305,2023-01-03 14:44:00,-427.0,4062.0,4065.0,4066.0,4061.0,1773.0,0
209,"[4062.0, 4063.0, 4064.0]","[0, 103.0, 289.0]","[12.0, 296.0, 0]",rb2305,2023-01-03 14:45:00,84.0,4063.0,4062.0,4064.0,4062.0,700.0,0
210,"[4060.0, 4061.0, 4062.0, 4063.0, 4064.0, 4065.0]","[0, 75.0, 62.0, 237.0, 192.0, 446.0]","[629.0, 383.0, 247.0, 339.0, 487.0, 613.0]",rb2305,2023-01-03 14:46:00,-1686.0,4061.0,4064.0,4065.0,4060.0,3722.0,0
211,"[4057.0, 4058.0, 4059.0, 4060.0, 4061.0]","[0, 1482.0, 143.0, 476.0, 112.0]","[1399.0, 1246.0, 53.0, 930.0, 221.0]",rb2305,2023-01-03 14:47:00,-1636.0,4058.0,4061.0,4061.0,4057.0,6062.0,0
212,"[4056.0, 4057.0, 4058.0]","[0, 828.0, 300.0]","[271.0, 1703.0, 0]",rb2305,2023-01-03 14:48:00,-846.0,4057.0,4057.0,4058.0,4056.0,3102.0,0
213,"[4056.0, 4057.0, 4058.0, 4059.0, 4060.0]","[0, 354.0, 506.0, 331.0, 167.0]","[513.0, 424.0, 170.0, 97.0, 0]",rb2305,2023-01-03 14:49:00,154.0,4059.0,4057.0,4060.0,4056.0,2569.0,0
214,"[4057.0, 4058.0, 4059.0, 4060.0]","[0, 262.0, 218.0, 223.0]","[296.0, 559.0, 47.0, 0]",rb2305,2023-01-03 14:50:00,-199.0,4058.0,4058.0,4060.0,4057.0,1609.0,0
215,"[4057.0, 4058.0, 4059.0, 4060.0]","[0, 458.0, 240.0, 224.0]","[805.0, 352.0, 206.0, 0]",rb2305,2023-01-03 14:51:00,-441.0,4057.0,4058.0,4060.0,4057.0,2286.0,0
216,"[4057.0, 4058.0, 4059.0, 4060.0]","[0, 352.0, 579.0, 5.0]","[513.0, 802.0, 82.0, 0]",rb2305,2023-01-03 14:52:00,-461.0,4059.0,4057.0,4060.0,4057.0,2336.0,0
217,"[4058.0, 4059.0, 4060.0]","[44.0, 526.0, 530.0]","[65.0, 1878.0, 0]",rb2305,2023-01-03 14:53:00,-843.0,4059.0,4060.0,4060.0,4058.0,3043.0,0
218,"[4057.0, 4058.0, 4059.0, 4060.0]","[0, 169.0, 469.0, 77.0]","[54.0, 662.0, 29.0, 0]",rb2305,2023-01-03 14:54:00,-30.0,4058.0,4059.0,4060.0,4057.0,1460.0,0
219,"[4057.0, 4058.0, 4059.0]","[0, 881.0, 47.0]","[850.0, 303.0, 0]",rb2305,2023-01-03 14:55:00,-225.0,4058.0,4058.0,4059.0,4057.0,2081.0,0
220,"[4057.0, 4058.0, 4059.0, 4060.0]","[0, 226.0, 741.0, 268.0]","[97.0, 999.0, 683.0, 0]",rb2305,2023-01-03 14:56:00,-544.0,4057.0,4058.0,4060.0,4057.0,3029.0,0
221,"[4057.0, 4058.0, 4059.0, 4060.0]","[0, 94.0, 714.0, 561.0]","[457.0, 925.0, 1132.0, 0]",rb2305,2023-01-03 14:57:00,-1145.0,4059.0,4058.0,4060.0,4057.0,4039.0,0
222,"[4058.0, 4059.0, 4060.0, 4061.0]","[0, 1138.0, 1039.0, 368.0]","[540.0, 1425.0, 423.0, 0]",rb2305,2023-01-03 14:58:00,157.0,4061.0,4059.0,4061.0,4058.0,4940.0,0
223,"[4060.0, 4061.0, 4062.0, 4063.0, 4064.0]","[0, 189.0, 1559.0, 1671.0, 222.0]","[212.0, 518.0, 1450.0, 531.0, 0]",rb2305,2023-01-03 14:59:00,930.0,4063.0,4060.0,4064.0,4060.0,6425.0,0
224,"[4061.0, 4062.0, 4063.0, 4064.0]","[0, 323.0, 687.0, 1202.0]","[272.0, 2372.0, 1725.0, 0]",rb2305,2023-01-03 15:00:00,-2157.0,4063.0,4063.0,4064.0,4061.0,6581.0,0
1 price Ask Bid symbol datetime delta close open high low volume dj
2 0 [4056.0, 4057.0, 4058.0, 4059.0, 4060.0, 4061.0, 4062.0, 4063.0, 4064.0, 4065.0, 4066.0, 4067.0, 4068.0, 4069.0, 4070.0, 4071.0, 4072.0, 4073.0, 4074.0, 4078.0, 4081.0, 4090.0] [0, 0, 4574.0, 0, 1946.0, 330.0, 0, 467.0, 1910.0, 1881.0, 492.0, 504.0, 1094.0, 511.0, 3759.0, 2243.0, 1339.0, 446.0, 127.0, 0, 0, 0] [2219.0, 1212.0, 0, 1095.0, 953.0, 812.0, 1156.0, 1702.0, 1193.0, 642.0, 2150.0, 1119.0, 985.0, 2139.0, 1927.0, 2644.0, 2720.0, 4267.0, 0, 1662.0, 1519.0, 1836.0] rb2305 2023-01-03 09:01:00 -12329.0 4070.0 4090.0 4090.0 4056.0 55742.0 0
3 1 [4054.0, 4055.0, 4056.0, 4057.0, 4058.0, 4059.0, 4060.0, 4061.0, 4062.0, 4063.0, 4064.0, 4065.0, 4066.0, 4067.0, 4068.0, 4069.0] [507.0, 0, 2896.0, 4249.0, 4348.0, 2734.0, 1108.0, 0, 507.0, 662.0, 286.0, 1097.0, 623.0, 752.0, 0, 231.0] [1990.0, 246.0, 3662.0, 2049.0, 2456.0, 527.0, 1056.0, 323.0, 1981.0, 606.0, 259.0, 521.0, 0, 723.0, 458.0, 0] rb2305 2023-01-03 09:02:00 3143.0 4056.0 4068.0 4069.0 4054.0 37763.0 0
4 2 [4046.0, 4047.0, 4048.0, 4049.0, 4050.0, 4051.0, 4052.0, 4053.0, 4054.0, 4055.0, 4056.0] [0, 2179.0, 353.0, 1352.0, 1889.0, 388.0, 3919.0, 1451.0, 1826.0, 1780.0, 1221.0] [1131.0, 338.0, 1222.0, 2522.0, 3443.0, 1898.0, 3251.0, 1232.0, 684.0, 2589.0, 0] rb2305 2023-01-03 09:03:00 -1952.0 4052.0 4055.0 4056.0 4046.0 35473.0 0
5 3 [4033.0, 4034.0, 4035.0, 4036.0, 4037.0, 4038.0, 4039.0, 4040.0, 4041.0, 4042.0, 4043.0, 4044.0, 4045.0, 4046.0, 4047.0, 4048.0, 4049.0, 4050.0, 4051.0] [0, 749.0, 2253.0, 4202.0, 1733.0, 2596.0, 505.0, 1185.0, 129.0, 490.0, 1229.0, 373.0, 2846.0, 2451.0, 1013.0, 702.0, 145.0, 0, 0] [300.0, 1487.0, 2859.0, 1452.0, 722.0, 0, 1610.0, 1239.0, 1336.0, 0, 302.0, 401.0, 1572.0, 2695.0, 1579.0, 745.0, 0, 3089.0, 1124.0] rb2305 2023-01-03 09:04:00 89.0 4037.0 4051.0 4051.0 4033.0 46025.0 0
6 4 [4028.0, 4029.0, 4030.0, 4031.0, 4032.0, 4033.0, 4034.0, 4035.0, 4036.0, 4037.0] [0, 1539.0, 930.0, 7269.0, 1853.0, 629.0, 2545.0, 1754.0, 243.0, 461.0] [345.0, 2979.0, 4554.0, 3548.0, 2134.0, 2465.0, 3241.0, 1138.0, 1042.0, 0] rb2305 2023-01-03 09:05:00 -4223.0 4029.0 4037.0 4037.0 4028.0 39521.0 0
7 5 [4024.0, 4025.0, 4026.0, 4027.0, 4028.0, 4029.0, 4030.0, 4031.0, 4032.0, 4033.0, 4034.0, 4035.0] [1088.0, 1058.0, 4856.0, 518.0, 468.0, 2328.0, 1249.0, 2934.0, 1260.0, 2482.0, 3144.0, 821.0] [2659.0, 928.0, 745.0, 533.0, 668.0, 2919.0, 537.0, 839.0, 599.0, 1639.0, 620.0, 0] rb2305 2023-01-03 09:06:00 9520.0 4033.0 4029.0 4035.0 4024.0 35130.0 0
8 6 [4029.0, 4030.0, 4031.0, 4032.0, 4033.0, 4034.0, 4035.0, 4036.0, 4037.0, 4038.0, 4039.0, 4040.0, 4041.0, 4042.0] [424.0, 274.0, 1083.0, 496.0, 217.0, 508.0, 541.0, 408.0, 1005.0, 1987.0, 588.0, 2465.0, 2722.0, 1602.0] [316.0, 740.0, 0, 875.0, 274.0, 351.0, 108.0, 144.0, 896.0, 1723.0, 2092.0, 1034.0, 1047.0, 0] rb2305 2023-01-03 09:07:00 4720.0 4040.0 4033.0 4042.0 4029.0 23920.0 0
9 7 [4037.0, 4038.0, 4039.0, 4040.0, 4041.0, 4042.0, 4043.0, 4044.0] [0, 388.0, 806.0, 1077.0, 687.0, 2958.0, 2656.0, 1333.0] [596.0, 296.0, 668.0, 1046.0, 1275.0, 2620.0, 1665.0, 0] rb2305 2023-01-03 09:08:00 1739.0 4042.0 4041.0 4044.0 4037.0 18135.0 0
10 8 [4040.0, 4041.0, 4042.0, 4043.0, 4044.0, 4045.0, 4046.0] [0, 420.0, 3391.0, 2666.0, 1971.0, 0, 1050.0] [160.0, 2828.0, 3527.0, 2663.0, 340.0, 66.0, 0] rb2305 2023-01-03 09:09:00 -86.0 4042.0 4041.0 4046.0 4040.0 19528.0 0
11 9 [4035.0, 4036.0, 4037.0, 4038.0, 4039.0, 4040.0, 4041.0, 4042.0, 4043.0] [0, 77.0, 61.0, 570.0, 480.0, 2377.0, 1319.0, 882.0, 163.0] [215.0, 799.0, 41.0, 571.0, 1804.0, 2051.0, 139.0, 1840.0, 0] rb2305 2023-01-03 09:10:00 -1531.0 4035.0 4042.0 4043.0 4035.0 13389.0 0
12 10 [4028.0, 4029.0, 4030.0, 4031.0, 4032.0, 4033.0, 4034.0, 4035.0, 4036.0] [0, 3085.0, 1881.0, 765.0, 992.0, 192.0, 318.0, 1159.0, 672.0] [1209.0, 4291.0, 985.0, 1617.0, 0, 189.0, 1544.0, 1664.0, 0] rb2305 2023-01-03 09:11:00 -2435.0 4029.0 4034.0 4036.0 4028.0 20563.0 0
13 11 [4029.0, 4030.0, 4031.0, 4032.0, 4033.0] [106.0, 930.0, 3851.0, 2200.0, 4345.0] [173.0, 1410.0, 1544.0, 1580.0, 92.0] rb2305 2023-01-03 09:12:00 6633.0 4031.0 4029.0 4033.0 4029.0 16455.0 0
14 12 [4028.0, 4029.0, 4030.0, 4031.0, 4032.0, 4033.0, 4034.0] [0, 416.0, 1922.0, 2289.0, 427.0, 746.0, 2873.0] [796.0, 917.0, 1201.0, 448.0, 913.0, 371.0, 0] rb2305 2023-01-03 09:13:00 4027.0 4030.0 4030.0 4034.0 4028.0 13479.0 0
15 13 [4028.0, 4029.0, 4030.0, 4031.0, 4032.0] [453.0, 2276.0, 3085.0, 1534.0, 313.0] [2559.0, 3045.0, 2642.0, 1126.0, 0] rb2305 2023-01-03 09:14:00 -1711.0 4030.0 4030.0 4032.0 4028.0 17070.0 0
16 14 [4028.0, 4029.0, 4030.0, 4031.0, 4032.0, 4033.0] [0, 1481.0, 870.0, 3154.0, 1392.0, 326.0] [371.0, 1010.0, 1212.0, 2198.0, 206.0, 0] rb2305 2023-01-03 09:15:00 2226.0 4028.0 4030.0 4033.0 4028.0 12241.0 0
17 15 [4027.0, 4028.0, 4029.0, 4030.0, 4031.0] [0, 0, 1444.0, 3494.0, 212.0] [1395.0, 438.0, 2810.0, 1051.0, 0] rb2305 2023-01-03 09:16:00 -544.0 4028.0 4027.0 4031.0 4027.0 11094.0 0
18 16 [4019.0, 4020.0, 4021.0, 4022.0, 4024.0, 4025.0, 4026.0, 4027.0, 4028.0, 4029.0] [0, 669.0, 2293.0, 2244.0, 0, 158.0, 34.0, 1023.0, 559.0, 1631.0] [268.0, 4242.0, 2684.0, 908.0, 1931.0, 2282.0, 792.0, 839.0, 560.0, 0] rb2305 2023-01-03 09:17:00 -5895.0 4020.0 4029.0 4029.0 4019.0 23338.0 -1
19 17 [4018.0, 4019.0, 4020.0, 4021.0, 4022.0, 4023.0, 4024.0] [0, 1490.0, 3966.0, 387.0, 1139.0, 574.0, 79.0] [828.0, 1176.0, 2539.0, 1808.0, 1446.0, 140.0, 0] rb2305 2023-01-03 09:18:00 -302.0 4018.0 4020.0 4024.0 4018.0 15721.0 0
20 18 [4017.0, 4018.0, 4019.0, 4020.0, 4021.0, 4022.0] [0, 992.0, 917.0, 3045.0, 600.0, 128.0] [155.0, 575.0, 1813.0, 1916.0, 61.0, 0] rb2305 2023-01-03 09:19:00 1162.0 4019.0 4018.0 4022.0 4017.0 10202.0 0
21 19 [4019.0, 4020.0, 4021.0, 4022.0] [0, 817.0, 778.0, 5309.0] [230.0, 194.0, 1289.0, 457.0] rb2305 2023-01-03 09:20:00 4734.0 4022.0 4019.0 4022.0 4019.0 9270.0 1
22 20 [4018.0, 4019.0, 4020.0, 4021.0, 4022.0, 4023.0, 4024.0, 4025.0] [0, 1673.0, 922.0, 1102.0, 489.0, 823.0, 2493.0, 485.0] [300.0, 2194.0, 910.0, 138.0, 1335.0, 280.0, 192.0, 0] rb2305 2023-01-03 09:21:00 2638.0 4019.0 4020.0 4025.0 4018.0 13402.0 0
23 21 [4018.0, 4019.0, 4020.0, 4021.0, 4022.0, 4023.0, 4024.0] [345.0, 1213.0, 342.0, 391.0, 1052.0, 1344.0, 801.0] [987.0, 350.0, 264.0, 211.0, 210.0, 623.0, 0] rb2305 2023-01-03 09:22:00 2843.0 4023.0 4018.0 4024.0 4018.0 8214.0 0
24 22 [4022.0, 4023.0, 4024.0, 4025.0] [279.0, 3904.0, 1843.0, 554.0] [313.0, 2437.0, 16.0, 0] rb2305 2023-01-03 09:23:00 3814.0 4023.0 4023.0 4025.0 4022.0 9371.0 0
25 23 [4019.0, 4020.0, 4021.0, 4022.0, 4023.0, 4024.0] [0, 677.0, 927.0, 1563.0, 193.0, 141.0] [1746.0, 1829.0, 1018.0, 643.0, 84.0, 0] rb2305 2023-01-03 09:24:00 -1819.0 4023.0 4023.0 4024.0 4019.0 8897.0 0
26 24 [4021.0, 4022.0, 4023.0, 4024.0] [0, 920.0, 2814.0, 89.0] [481.0, 1938.0, 1566.0, 0] rb2305 2023-01-03 09:25:00 -162.0 4022.0 4022.0 4024.0 4021.0 7895.0 0
27 25 [4016.0, 4017.0, 4018.0, 4019.0, 4020.0, 4021.0, 4022.0, 4023.0] [0, 389.0, 895.0, 1837.0, 867.0, 615.0, 331.0, 76.0] [94.0, 1294.0, 1065.0, 1545.0, 451.0, 698.0, 0, 0] rb2305 2023-01-03 09:26:00 -137.0 4019.0 4022.0 4023.0 4016.0 10157.0 0
28 26 [4017.0, 4018.0, 4019.0, 4020.0, 4021.0, 4022.0, 4023.0, 4024.0, 4025.0, 4026.0] [0, 113.0, 230.0, 634.0, 345.0, 1042.0, 935.0, 2519.0, 1147.0, 855.0] [26.0, 207.0, 49.0, 704.0, 10.0, 664.0, 503.0, 0, 621.0, 0] rb2305 2023-01-03 09:27:00 5036.0 4025.0 4018.0 4026.0 4017.0 10624.0 0
29 27 [4023.0, 4024.0, 4025.0, 4026.0, 4027.0, 4028.0, 4029.0] [0, 1120.0, 962.0, 632.0, 1021.0, 694.0, 2228.0] [248.0, 2150.0, 56.0, 251.0, 221.0, 738.0, 85.0] rb2305 2023-01-03 09:28:00 2908.0 4028.0 4025.0 4029.0 4023.0 10447.0 2
30 28 [4025.0, 4026.0, 4027.0, 4028.0, 4029.0, 4030.0, 4031.0, 4032.0] [0, 210.0, 1000.0, 1094.0, 1923.0, 1149.0, 385.0, 97.0] [41.0, 517.0, 1255.0, 2642.0, 2365.0, 576.0, 100.0, 0] rb2305 2023-01-03 09:29:00 -1638.0 4030.0 4028.0 4032.0 4025.0 13354.0 0
31 29 [4030.0, 4031.0, 4032.0, 4033.0, 4034.0, 4035.0, 4036.0, 4037.0, 4038.0] [0, 615.0, 723.0, 1070.0, 1354.0, 1237.0, 1186.0, 1076.0, 1728.0] [476.0, 1192.0, 33.0, 400.0, 1208.0, 616.0, 499.0, 1789.0, 949.0] rb2305 2023-01-03 09:30:00 1827.0 4036.0 4030.0 4038.0 4030.0 16303.0 0
32 30 [4035.0, 4036.0, 4037.0, 4038.0, 4039.0, 4040.0, 4041.0, 4042.0, 4043.0, 4044.0, 4045.0, 4046.0] [170.0, 326.0, 1343.0, 202.0, 330.0, 924.0, 790.0, 944.0, 1868.0, 1646.0, 1694.0, 480.0] [198.0, 1110.0, 1607.0, 1973.0, 1266.0, 0, 519.0, 2448.0, 723.0, 1990.0, 1382.0, 0] rb2305 2023-01-03 09:31:00 -2499.0 4044.0 4037.0 4046.0 4035.0 24117.0 0
33 31 [4041.0, 4042.0, 4043.0, 4044.0, 4045.0] [0, 1651.0, 1386.0, 519.0, 27.0] [413.0, 2423.0, 1884.0, 638.0, 0] rb2305 2023-01-03 09:32:00 -1775.0 4042.0 4043.0 4045.0 4041.0 8941.0 0
34 32 [4042.0, 4043.0, 4044.0, 4045.0, 4046.0, 4047.0, 4048.0, 4049.0] [0, 704.0, 1668.0, 841.0, 1207.0, 425.0, 1431.0, 1023.0] [633.0, 622.0, 1308.0, 466.0, 149.0, 708.0, 1439.0, 363.0] rb2305 2023-01-03 09:33:00 1611.0 4048.0 4042.0 4049.0 4042.0 12987.0 0
35 33 [4044.0, 4045.0, 4046.0, 4047.0, 4048.0, 4049.0] [222.0, 391.0, 711.0, 951.0, 999.0, 485.0] [644.0, 83.0, 1029.0, 1471.0, 815.0, 0] rb2305 2023-01-03 09:34:00 -283.0 4047.0 4048.0 4049.0 4044.0 7839.0 0
36 34 [4044.0, 4045.0, 4046.0, 4047.0, 4048.0, 4049.0] [0, 35.0, 577.0, 871.0, 825.0, 521.0] [246.0, 549.0, 1136.0, 1555.0, 1588.0, 176.0] rb2305 2023-01-03 09:35:00 -2421.0 4046.0 4046.0 4049.0 4044.0 8124.0 0
37 35 [4042.0, 4043.0, 4044.0, 4045.0, 4046.0, 4047.0] [0, 839.0, 856.0, 563.0, 33.0, 633.0] [21.0, 1460.0, 1241.0, 762.0, 517.0, 185.0] rb2305 2023-01-03 09:36:00 -1262.0 4043.0 4046.0 4047.0 4042.0 7150.0 0
38 36 [4039.0, 4040.0, 4041.0, 4042.0, 4043.0] [0, 358.0, 418.0, 892.0, 517.0] [459.0, 1296.0, 1667.0, 1062.0, 0] rb2305 2023-01-03 09:37:00 -2299.0 4040.0 4042.0 4043.0 4039.0 6684.0 0
39 37 [4040.0, 4041.0, 4042.0, 4043.0, 4044.0] [0, 596.0, 565.0, 886.0, 33.0] [317.0, 471.0, 750.0, 180.0, 0] rb2305 2023-01-03 09:38:00 362.0 4043.0 4041.0 4044.0 4040.0 3798.0 0
40 38 [4038.0, 4039.0, 4040.0, 4041.0, 4042.0, 4043.0, 4044.0, 4045.0] [0, 287.0, 120.0, 667.0, 47.0, 455.0, 432.0, 599.0] [254.0, 369.0, 792.0, 968.0, 902.0, 253.0, 906.0, 28.0] rb2305 2023-01-03 09:39:00 -1865.0 4040.0 4043.0 4045.0 4038.0 7079.0 0
41 39 [4038.0, 4039.0, 4040.0, 4041.0, 4042.0, 4043.0] [0, 84.0, 735.0, 473.0, 737.0, 290.0] [127.0, 391.0, 462.0, 99.0, 261.0, 0] rb2305 2023-01-03 09:40:00 979.0 4042.0 4039.0 4043.0 4038.0 3672.0 0
42 40 [4040.0, 4041.0, 4042.0, 4043.0, 4044.0] [0, 1199.0, 951.0, 770.0, 799.0] [36.0, 1186.0, 252.0, 296.0, 0] rb2305 2023-01-03 09:41:00 1949.0 4042.0 4042.0 4044.0 4040.0 5490.0 0
43 41 [4040.0, 4041.0, 4042.0, 4043.0, 4044.0] [0, 351.0, 815.0, 640.0, 115.0] [121.0, 392.0, 697.0, 399.0, 0] rb2305 2023-01-03 09:42:00 312.0 4042.0 4042.0 4044.0 4040.0 3555.0 0
44 42 [4039.0, 4040.0, 4041.0, 4042.0, 4043.0, 4044.0, 4045.0] [0, 341.0, 190.0, 148.0, 232.0, 312.0, 117.0] [290.0, 586.0, 784.0, 325.0, 391.0, 71.0, 0] rb2305 2023-01-03 09:43:00 -1107.0 4045.0 4042.0 4045.0 4039.0 3854.0 0
45 43 [4041.0, 4042.0, 4043.0, 4044.0, 4045.0, 4046.0, 4047.0] [0, 288.0, 60.0, 70.0, 1257.0, 780.0, 346.0] [160.0, 91.0, 72.0, 412.0, 434.0, 14.0, 0] rb2305 2023-01-03 09:44:00 1618.0 4042.0 4044.0 4047.0 4041.0 3984.0 0
46 44 [4041.0, 4042.0, 4043.0, 4044.0] [0, 31.0, 804.0, 199.0] [328.0, 707.0, 283.0, 0] rb2305 2023-01-03 09:45:00 -284.0 4043.0 4041.0 4044.0 4041.0 2361.0 0
47 45 [4041.0, 4042.0, 4043.0, 4044.0, 4045.0, 4046.0, 4047.0] [0, 10.0, 559.0, 431.0, 217.0, 384.0, 152.0] [219.0, 560.0, 348.0, 7.0, 259.0, 441.0, 0] rb2305 2023-01-03 09:46:00 -81.0 4045.0 4043.0 4047.0 4041.0 3712.0 0
48 46 [4040.0, 4041.0, 4042.0, 4043.0, 4044.0, 4045.0] [0, 737.0, 396.0, 80.0, 66.0, 85.0] [573.0, 687.0, 108.0, 24.0, 120.0, 0] rb2305 2023-01-03 09:47:00 -148.0 4040.0 4045.0 4045.0 4040.0 2886.0 0
49 47 [4033.0, 4034.0, 4035.0, 4036.0, 4037.0, 4038.0, 4039.0, 4040.0, 4041.0] [0, 679.0, 1015.0, 762.0, 0, 120.0, 101.0, 40.0, 114.0] [694.0, 928.0, 1273.0, 127.0, 2884.0, 445.0, 714.0, 203.0, 0] rb2305 2023-01-03 09:48:00 -4437.0 4035.0 4040.0 4041.0 4033.0 10250.0 -2
50 48 [4033.0, 4034.0, 4035.0, 4036.0, 4037.0] [0, 966.0, 347.0, 508.0, 9.0] [1006.0, 519.0, 85.0, 214.0, 0] rb2305 2023-01-03 09:49:00 6.0 4036.0 4034.0 4037.0 4033.0 3654.0 0
51 49 [4034.0, 4035.0, 4036.0, 4037.0] [0, 579.0, 746.0, 244.0] [379.0, 731.0, 341.0, 0] rb2305 2023-01-03 09:50:00 118.0 4035.0 4035.0 4037.0 4034.0 3020.0 0
52 50 [4036.0, 4037.0, 4038.0, 4039.0] [301.0, 1003.0, 647.0, 574.0] [643.0, 230.0, 353.0, 0] rb2305 2023-01-03 09:51:00 1299.0 4038.0 4036.0 4039.0 4036.0 3751.0 0
53 51 [4037.0, 4038.0, 4039.0, 4040.0, 4041.0] [0, 211.0, 439.0, 825.0, 404.0] [196.0, 181.0, 202.0, 346.0, 0] rb2305 2023-01-03 09:52:00 954.0 4039.0 4038.0 4041.0 4037.0 2804.0 0
54 52 [4038.0, 4039.0, 4040.0] [0, 238.0, 308.0] [60.0, 438.0, 0] rb2305 2023-01-03 09:53:00 48.0 4039.0 4039.0 4040.0 4038.0 1046.0 0
55 53 [4037.0, 4038.0, 4039.0, 4040.0] [0, 4.0, 496.0, 66.0] [105.0, 476.0, 104.0, 0] rb2305 2023-01-03 09:54:00 -119.0 4037.0 4038.0 4040.0 4037.0 1251.0 0
56 54 [4037.0, 4038.0, 4039.0, 4040.0, 4041.0] [0, 250.0, 122.0, 263.0, 555.0] [141.0, 40.0, 205.0, 515.0, 0] rb2305 2023-01-03 09:55:00 289.0 4040.0 4037.0 4041.0 4037.0 2095.0 0
57 55 [4040.0, 4041.0, 4042.0] [89.0, 1063.0, 27.0] [710.0, 90.0, 0] rb2305 2023-01-03 09:56:00 379.0 4040.0 4040.0 4042.0 4040.0 1979.0 0
58 56 [4037.0, 4038.0, 4039.0, 4040.0, 4041.0] [0, 153.0, 246.0, 111.0, 94.0] [320.0, 493.0, 436.0, 168.0, 0] rb2305 2023-01-03 09:57:00 -813.0 4039.0 4041.0 4041.0 4037.0 2022.0 0
59 57 [4039.0, 4040.0, 4041.0, 4042.0, 4043.0] [31.0, 343.0, 546.0, 493.0, 124.0] [220.0, 196.0, 97.0, 232.0, 0] rb2305 2023-01-03 09:58:00 792.0 4042.0 4039.0 4043.0 4039.0 2282.0 0
60 58 [4040.0, 4041.0, 4042.0] [203.0, 416.0, 16.0] [876.0, 205.0, 0] rb2305 2023-01-03 09:59:00 -446.0 4040.0 4041.0 4042.0 4040.0 1716.0 0
61 59 [4036.0, 4037.0, 4038.0, 4039.0, 4040.0, 4041.0, 4042.0] [27.0, 147.0, 112.0, 18.0, 543.0, 758.0, 96.0] [391.0, 653.0, 392.0, 49.0, 937.0, 79.0, 0] rb2305 2023-01-03 10:00:00 -800.0 4037.0 4040.0 4042.0 4036.0 4221.0 0
62 60 [4037.0, 4038.0, 4039.0, 4040.0, 4041.0, 4042.0] [0, 214.0, 128.0, 315.0, 171.0, 315.0] [381.0, 116.0, 399.0, 329.0, 191.0, 54.0] rb2305 2023-01-03 10:01:00 -327.0 4042.0 4037.0 4042.0 4037.0 2613.0 0
63 61 [4041.0, 4042.0, 4043.0, 4044.0, 4045.0, 4046.0, 4047.0] [0, 253.0, 219.0, 860.0, 163.0, 1596.0, 961.0] [33.0, 124.0, 10.0, 650.0, 849.0, 670.0, 0] rb2305 2023-01-03 10:02:00 1716.0 4047.0 4042.0 4047.0 4041.0 6388.0 0
64 62 [4046.0, 4047.0, 4048.0, 4049.0] [0, 388.0, 1591.0, 819.0] [214.0, 889.0, 745.0, 0] rb2305 2023-01-03 10:03:00 950.0 4049.0 4047.0 4049.0 4046.0 4646.0 0
65 63 [4047.0, 4048.0, 4049.0] [125.0, 517.0, 547.0] [772.0, 1185.0, 0] rb2305 2023-01-03 10:04:00 -768.0 4048.0 4048.0 4049.0 4047.0 3146.0 0
66 64 [4047.0, 4048.0, 4049.0, 4050.0] [0, 878.0, 928.0, 1822.0] [225.0, 557.0, 683.0, 0] rb2305 2023-01-03 10:05:00 2163.0 4049.0 4048.0 4050.0 4047.0 5110.0 0
67 65 [4048.0, 4049.0, 4050.0] [0, 730.0, 2592.0] [4.0, 2145.0, 133.0] rb2305 2023-01-03 10:06:00 1040.0 4049.0 4049.0 4050.0 4048.0 5620.0 0
68 66 [4048.0, 4049.0, 4050.0, 4051.0] [0, 565.0, 1368.0, 1.0] [140.0, 871.0, 240.0, 0] rb2305 2023-01-03 10:07:00 683.0 4050.0 4049.0 4051.0 4048.0 3200.0 0
69 67 [4050.0, 4051.0, 4052.0, 4053.0, 4054.0] [0, 881.0, 309.0, 745.0, 2677.0] [163.0, 526.0, 320.0, 1749.0, 362.0] rb2305 2023-01-03 10:08:00 1492.0 4053.0 4050.0 4054.0 4050.0 7732.0 0
70 68 [4051.0, 4052.0, 4053.0, 4054.0, 4055.0, 4056.0] [0, 149.0, 309.0, 851.0, 2299.0, 95.0] [22.0, 414.0, 868.0, 3139.0, 476.0, 0] rb2305 2023-01-03 10:09:00 -1216.0 4051.0 4054.0 4056.0 4051.0 8622.0 0
71 69 [4049.0, 4050.0, 4051.0, 4052.0, 4053.0] [0, 420.0, 1022.0, 429.0, 146.0] [37.0, 1183.0, 518.0, 202.0, 0] rb2305 2023-01-03 10:10:00 77.0 4050.0 4052.0 4053.0 4049.0 3967.0 0
72 70 [4040.0, 4041.0, 4042.0, 4043.0, 4044.0, 4045.0, 4046.0, 4047.0, 4048.0, 4049.0, 4050.0, 4051.0] [202.0, 866.0, 695.0, 1217.0, 519.0, 167.0, 122.0, 270.0, 19.0, 167.0, 351.0, 679.0] [773.0, 1817.0, 926.0, 1088.0, 204.0, 517.0, 35.0, 166.0, 312.0, 527.0, 487.0, 0] rb2305 2023-01-03 10:11:00 -1578.0 4042.0 4051.0 4051.0 4040.0 12156.0 0
73 71 [4040.0, 4041.0, 4042.0, 4043.0] [84.0, 1011.0, 654.0, 200.0] [1028.0, 1743.0, 636.0, 0] rb2305 2023-01-03 10:12:00 -1458.0 4040.0 4042.0 4043.0 4040.0 5360.0 0
74 72 [4040.0, 4041.0, 4042.0] [718.0, 1622.0, 191.0] [1174.0, 479.0, 173.0] rb2305 2023-01-03 10:13:00 705.0 4042.0 4041.0 4042.0 4040.0 4357.0 0
75 73 [4041.0, 4042.0, 4043.0, 4044.0] [0, 777.0, 1578.0, 27.0] [161.0, 258.0, 424.0, 0] rb2305 2023-01-03 10:14:00 1539.0 4044.0 4042.0 4044.0 4041.0 3225.0 0
76 74 [4043.0, 4044.0, 4045.0] [0, 795.0, 698.0] [192.0, 154.0, 0] rb2305 2023-01-03 10:15:00 1147.0 4044.0 4044.0 4045.0 4043.0 1839.0 0
77 75 [4049.0, 4050.0, 4051.0, 4052.0, 4053.0] [360.0, 1451.0, 2605.0, 1062.0, 585.0] [733.0, 1633.0, 1351.0, 821.0, 0] rb2305 2023-01-03 10:31:00 1525.0 4051.0 4051.0 4053.0 4049.0 11318.0 0
78 76 [4049.0, 4050.0, 4051.0, 4052.0] [0, 452.0, 564.0, 195.0] [106.0, 1270.0, 315.0, 0] rb2305 2023-01-03 10:32:00 -480.0 4050.0 4051.0 4052.0 4049.0 2903.0 0
79 77 [4048.0, 4049.0, 4050.0, 4051.0, 4052.0] [0, 141.0, 153.0, 410.0, 51.0] [225.0, 508.0, 1086.0, 177.0, 0] rb2305 2023-01-03 10:33:00 -1241.0 4048.0 4051.0 4052.0 4048.0 2751.0 0
80 78 [4048.0, 4049.0, 4050.0, 4051.0, 4052.0] [0, 231.0, 699.0, 961.0, 52.0] [25.0, 400.0, 376.0, 343.0, 0] rb2305 2023-01-03 10:34:00 799.0 4051.0 4048.0 4052.0 4048.0 3113.0 0
81 79 [4050.0, 4051.0, 4052.0, 4053.0] [0, 249.0, 800.0, 169.0] [69.0, 438.0, 377.0, 0] rb2305 2023-01-03 10:35:00 334.0 4050.0 4052.0 4053.0 4050.0 2107.0 0
82 80 [4048.0, 4049.0, 4050.0, 4051.0, 4052.0] [0, 405.0, 952.0, 357.0, 7.0] [162.0, 603.0, 339.0, 23.0, 0] rb2305 2023-01-03 10:36:00 594.0 4050.0 4051.0 4052.0 4048.0 2850.0 0
83 81 [4048.0, 4049.0, 4050.0] [0, 435.0, 590.0] [375.0, 671.0, 61.0] rb2305 2023-01-03 10:37:00 -82.0 4049.0 4050.0 4050.0 4048.0 2133.0 0
84 82 [4048.0, 4049.0, 4050.0, 4051.0, 4052.0, 4053.0] [0, 275.0, 187.0, 545.0, 394.0, 144.0] [2.0, 92.0, 325.0, 0, 149.0, 0] rb2305 2023-01-03 10:38:00 977.0 4052.0 4049.0 4053.0 4048.0 2113.0 0
85 83 [4047.0, 4048.0, 4049.0, 4050.0, 4051.0, 4052.0] [0, 0, 340.0, 75.0, 70.0, 160.0] [272.0, 401.0, 83.0, 101.0, 74.0, 0] rb2305 2023-01-03 10:39:00 -286.0 4047.0 4052.0 4052.0 4047.0 1595.0 0
86 84 [4046.0, 4047.0, 4048.0, 4049.0, 4050.0] [0, 128.0, 113.0, 299.0, 439.0] [29.0, 365.0, 26.0, 195.0, 93.0] rb2305 2023-01-03 10:40:00 271.0 4049.0 4046.0 4050.0 4046.0 1699.0 0
87 85 [4047.0, 4048.0, 4049.0, 4050.0] [0, 57.0, 427.0, 93.0] [43.0, 226.0, 509.0, 42.0] rb2305 2023-01-03 10:41:00 -243.0 4048.0 4050.0 4050.0 4047.0 1397.0 0
88 86 [4048.0, 4049.0, 4050.0, 4051.0] [0, 1272.0, 485.0, 200.0] [114.0, 876.0, 113.0, 0] rb2305 2023-01-03 10:42:00 854.0 4049.0 4048.0 4051.0 4048.0 3077.0 0
89 87 [4045.0, 4046.0, 4047.0, 4048.0, 4049.0] [0, 431.0, 489.0, 446.0, 8.0] [350.0, 1094.0, 639.0, 144.0, 0] rb2305 2023-01-03 10:43:00 -853.0 4046.0 4049.0 4049.0 4045.0 3601.0 0
90 88 [4044.0, 4045.0, 4046.0, 4047.0, 4048.0] [0, 135.0, 249.0, 206.0, 97.0] [168.0, 1176.0, 249.0, 306.0, 0] rb2305 2023-01-03 10:44:00 -1212.0 4046.0 4046.0 4048.0 4044.0 2586.0 0
91 89 [4044.0, 4045.0, 4046.0, 4047.0, 4048.0] [0, 321.0, 342.0, 160.0, 122.0] [85.0, 339.0, 150.0, 132.0, 0] rb2305 2023-01-03 10:45:00 239.0 4046.0 4046.0 4048.0 4044.0 1653.0 0
92 90 [4042.0, 4043.0, 4044.0, 4045.0, 4046.0] [0, 382.0, 195.0, 263.0, 241.0] [28.0, 866.0, 454.0, 513.0, 182.0] rb2305 2023-01-03 10:46:00 -962.0 4044.0 4046.0 4046.0 4042.0 3142.0 0
93 91 [4041.0, 4042.0, 4043.0, 4044.0] [142.0, 243.0, 789.0, 139.0] [1100.0, 1793.0, 645.0, 0] rb2305 2023-01-03 10:47:00 -2225.0 4042.0 4043.0 4044.0 4041.0 4860.0 0
94 92 [4040.0, 4041.0, 4042.0, 4043.0] [0, 486.0, 537.0, 116.0] [191.0, 704.0, 106.0, 0] rb2305 2023-01-03 10:48:00 138.0 4042.0 4041.0 4043.0 4040.0 2140.0 0
95 93 [4040.0, 4041.0, 4042.0, 4043.0] [98.0, 562.0, 1419.0, 87.0] [1350.0, 917.0, 250.0, 0] rb2305 2023-01-03 10:49:00 -351.0 4042.0 4041.0 4043.0 4040.0 4683.0 0
96 94 [4038.0, 4039.0, 4040.0, 4041.0, 4042.0] [0, 427.0, 806.0, 501.0, 286.0] [106.0, 469.0, 330.0, 69.0, 0] rb2305 2023-01-03 10:50:00 1046.0 4041.0 4042.0 4042.0 4038.0 2994.0 0
97 95 [4040.0, 4041.0, 4042.0, 4043.0] [0, 495.0, 709.0, 1108.0] [81.0, 266.0, 374.0, 67.0] rb2305 2023-01-03 10:51:00 1524.0 4041.0 4041.0 4043.0 4040.0 3100.0 0
98 96 [4041.0, 4042.0, 4043.0, 4044.0] [0, 164.0, 802.0, 30.0] [1.0, 1156.0, 42.0, 0] rb2305 2023-01-03 10:52:00 -203.0 4042.0 4042.0 4044.0 4041.0 2195.0 0
99 97 [4041.0, 4042.0, 4043.0] [0, 614.0, 99.0] [330.0, 263.0, 0] rb2305 2023-01-03 10:53:00 120.0 4041.0 4042.0 4043.0 4041.0 1310.0 0
100 98 [4039.0, 4040.0, 4041.0, 4042.0] [0, 239.0, 210.0, 27.0] [206.0, 693.0, 197.0, 0] rb2305 2023-01-03 10:54:00 -620.0 4040.0 4041.0 4042.0 4039.0 1576.0 0
101 99 [4039.0, 4040.0, 4041.0] [0, 456.0, 208.0] [160.0, 299.0, 0] rb2305 2023-01-03 10:55:00 205.0 4039.0 4041.0 4041.0 4039.0 1123.0 0
102 100 [4039.0, 4040.0, 4041.0] [0, 281.0, 472.0] [196.0, 176.0, 0] rb2305 2023-01-03 10:56:00 381.0 4041.0 4039.0 4041.0 4039.0 1125.0 0
103 101 [4041.0, 4042.0] [0, 919.0] [570.0, 165.0] rb2305 2023-01-03 10:57:00 184.0 4042.0 4041.0 4042.0 4041.0 1654.0 0
104 102 [4041.0, 4042.0, 4043.0, 4044.0] [0, 16.0, 968.0, 86.0] [279.0, 161.0, 304.0, 0] rb2305 2023-01-03 10:58:00 326.0 4043.0 4041.0 4044.0 4041.0 1824.0 0
105 103 [4039.0, 4040.0, 4041.0, 4042.0, 4043.0] [0, 46.0, 368.0, 60.0, 49.0] [119.0, 454.0, 235.0, 120.0, 0] rb2305 2023-01-03 10:59:00 -405.0 4040.0 4043.0 4043.0 4039.0 1451.0 0
106 104 [4040.0, 4041.0, 4042.0, 4043.0, 4044.0] [0, 480.0, 88.0, 326.0, 414.0] [571.0, 319.0, 238.0, 194.0, 0] rb2305 2023-01-03 11:00:00 -14.0 4043.0 4040.0 4044.0 4040.0 2698.0 0
107 105 [4041.0, 4042.0, 4043.0, 4044.0] [0, 335.0, 250.0, 165.0] [75.0, 691.0, 293.0, 76.0] rb2305 2023-01-03 11:01:00 -385.0 4041.0 4042.0 4044.0 4041.0 1899.0 0
108 106 [4037.0, 4038.0, 4039.0, 4040.0, 4041.0] [0, 1136.0, 534.0, 10.0, 40.0] [610.0, 1841.0, 751.0, 624.0, 210.0] rb2305 2023-01-03 11:02:00 -2316.0 4038.0 4041.0 4041.0 4037.0 5970.0 -1
109 107 [4037.0, 4038.0, 4039.0, 4040.0] [0, 276.0, 315.0, 246.0] [287.0, 159.0, 173.0, 0] rb2305 2023-01-03 11:03:00 218.0 4038.0 4039.0 4040.0 4037.0 1485.0 0
110 108 [4038.0, 4039.0, 4040.0, 4041.0] [0, 556.0, 455.0, 198.0] [209.0, 145.0, 239.0, 0] rb2305 2023-01-03 11:04:00 616.0 4041.0 4039.0 4041.0 4038.0 1802.0 0
111 109 [4040.0, 4041.0, 4042.0, 4043.0, 4044.0] [0, 411.0, 181.0, 387.0, 7.0] [23.0, 147.0, 172.0, 101.0, 0] rb2305 2023-01-03 11:05:00 543.0 4043.0 4041.0 4044.0 4040.0 1429.0 0
112 110 [4043.0, 4044.0, 4045.0, 4046.0, 4047.0, 4048.0] [78.0, 74.0, 992.0, 523.0, 508.0, 611.0] [11.0, 135.0, 112.0, 580.0, 1048.0, 116.0] rb2305 2023-01-03 11:06:00 784.0 4046.0 4043.0 4048.0 4043.0 4905.0 1
113 111 [4043.0, 4044.0, 4045.0, 4046.0, 4047.0, 4048.0] [31.0, 338.0, 64.0, 637.0, 234.0, 179.0] [388.0, 180.0, 427.0, 359.0, 187.0, 0] rb2305 2023-01-03 11:07:00 -58.0 4045.0 4046.0 4048.0 4043.0 3025.0 0
114 112 [4043.0, 4044.0, 4045.0] [0, 179.0, 395.0] [31.0, 515.0, 0] rb2305 2023-01-03 11:08:00 28.0 4044.0 4044.0 4045.0 4043.0 1120.0 0
115 113 [4043.0, 4044.0, 4045.0] [0, 150.0, 259.0] [41.0, 260.0, 0] rb2305 2023-01-03 11:09:00 108.0 4044.0 4045.0 4045.0 4043.0 710.0 0
116 114 [4042.0, 4043.0, 4044.0, 4045.0] [0, 33.0, 83.0, 386.0] [3.0, 392.0, 193.0, 0] rb2305 2023-01-03 11:10:00 -86.0 4042.0 4044.0 4045.0 4042.0 1090.0 0
117 115 [4040.0, 4041.0, 4042.0, 4043.0, 4044.0] [0, 295.0, 273.0, 354.0, 77.0] [216.0, 501.0, 470.0, 549.0, 0] rb2305 2023-01-03 11:11:00 -737.0 4042.0 4042.0 4044.0 4040.0 2735.0 0
118 116 [4040.0, 4041.0, 4042.0, 4043.0, 4044.0] [0, 172.0, 113.0, 144.0, 41.0] [149.0, 439.0, 240.0, 46.0, 0] rb2305 2023-01-03 11:12:00 -404.0 4040.0 4042.0 4044.0 4040.0 1344.0 0
119 117 [4040.0, 4041.0, 4042.0, 4043.0, 4044.0, 4045.0, 4046.0] [0, 176.0, 66.0, 97.0, 76.0, 432.0, 120.0] [20.0, 63.0, 21.0, 6.0, 287.0, 99.0, 0] rb2305 2023-01-03 11:13:00 471.0 4045.0 4040.0 4046.0 4040.0 1463.0 0
120 118 [4044.0, 4045.0, 4046.0, 4047.0] [0, 0, 760.0, 15.0] [16.0, 528.0, 116.0, 0] rb2305 2023-01-03 11:14:00 115.0 4045.0 4045.0 4047.0 4044.0 1437.0 0
121 119 [4044.0, 4045.0, 4046.0, 4047.0] [0, 253.0, 420.0, 287.0] [340.0, 784.0, 5.0, 120.0] rb2305 2023-01-03 11:15:00 -289.0 4044.0 4045.0 4047.0 4044.0 2209.0 0
122 120 [4042.0, 4043.0, 4044.0, 4045.0, 4046.0, 4047.0, 4048.0] [0, 0, 13.0, 191.0, 490.0, 466.0, 1.0] [1.0, 149.0, 261.0, 453.0, 84.0, 68.0, 0] rb2305 2023-01-03 11:16:00 145.0 4042.0 4044.0 4048.0 4042.0 2179.0 0
123 121 [4042.0, 4043.0, 4044.0] [0, 298.0, 3.0] [514.0, 79.0, 0] rb2305 2023-01-03 11:17:00 -292.0 4042.0 4042.0 4044.0 4042.0 894.0 0
124 122 [4040.0, 4041.0, 4042.0, 4043.0] [0, 52.0, 80.0, 27.0] [144.0, 477.0, 445.0, 20.0] rb2305 2023-01-03 11:18:00 -927.0 4040.0 4042.0 4043.0 4040.0 1246.0 0
125 123 [4040.0, 4041.0, 4042.0] [0, 239.0, 290.0] [560.0, 272.0, 0] rb2305 2023-01-03 11:19:00 -303.0 4041.0 4041.0 4042.0 4040.0 1361.0 0
126 124 [4040.0, 4041.0, 4042.0, 4043.0] [0, 877.0, 355.0, 39.0] [56.0, 652.0, 41.0, 0] rb2305 2023-01-03 11:20:00 522.0 4041.0 4041.0 4043.0 4040.0 2020.0 0
127 125 [4041.0, 4042.0, 4043.0, 4044.0] [0, 729.0, 720.0, 12.0] [259.0, 379.0, 904.0, 0] rb2305 2023-01-03 11:21:00 -81.0 4043.0 4041.0 4044.0 4041.0 3003.0 0
128 126 [4041.0, 4042.0, 4043.0, 4044.0] [0, 184.0, 25.0, 87.0] [9.0, 148.0, 242.0, 0] rb2305 2023-01-03 11:22:00 -103.0 4042.0 4043.0 4044.0 4041.0 695.0 0
129 127 [4042.0, 4043.0, 4044.0, 4045.0, 4046.0, 4047.0, 4048.0] [0, 185.0, 187.0, 632.0, 440.0, 278.0, 883.0] [6.0, 34.0, 226.0, 110.0, 122.0, 332.0, 0] rb2305 2023-01-03 11:23:00 1775.0 4047.0 4042.0 4048.0 4042.0 3435.0 0
130 128 [4046.0, 4047.0, 4048.0, 4049.0, 4050.0, 4051.0] [0, 352.0, 133.0, 1159.0, 854.0, 336.0] [121.0, 0, 236.0, 811.0, 341.0, 0] rb2305 2023-01-03 11:24:00 1325.0 4049.0 4046.0 4051.0 4046.0 4359.0 0
131 129 [4047.0, 4048.0, 4049.0] [0, 389.0, 160.0] [585.0, 179.0, 0] rb2305 2023-01-03 11:25:00 -215.0 4047.0 4048.0 4049.0 4047.0 1313.0 0
132 130 [4045.0, 4046.0, 4047.0, 4048.0, 4049.0] [0, 97.0, 218.0, 361.0, 445.0] [39.0, 354.0, 335.0, 642.0, 287.0] rb2305 2023-01-03 11:26:00 -536.0 4048.0 4048.0 4049.0 4045.0 2788.0 0
133 131 [4046.0, 4047.0, 4048.0, 4049.0] [0, 254.0, 376.0, 191.0] [36.0, 500.0, 489.0, 0] rb2305 2023-01-03 11:27:00 -204.0 4047.0 4048.0 4049.0 4046.0 1846.0 0
134 132 [4045.0, 4046.0, 4047.0, 4048.0] [0, 73.0, 428.0, 224.0] [1.0, 625.0, 367.0, 0] rb2305 2023-01-03 11:28:00 -268.0 4047.0 4047.0 4048.0 4045.0 1724.0 0
135 133 [4046.0, 4047.0, 4048.0, 4049.0, 4050.0, 4051.0] [0, 224.0, 29.0, 328.0, 984.0, 32.0] [11.0, 116.0, 27.0, 461.0, 427.0, 0] rb2305 2023-01-03 11:29:00 555.0 4050.0 4046.0 4051.0 4046.0 2648.0 0
136 134 [4050.0, 4051.0, 4052.0, 4053.0, 4054.0] [0, 243.0, 1082.0, 549.0, 164.0] [370.0, 1147.0, 1641.0, 224.0, 0] rb2305 2023-01-03 11:30:00 -1344.0 4051.0 4051.0 4054.0 4050.0 5436.0 0
137 135 [4049.0, 4050.0, 4051.0, 4052.0, 4053.0, 4055.0, 4056.0] [75.0, 1368.0, 2486.0, 1094.0, 743.0, 3036.0, 470.0] [1410.0, 1848.0, 987.0, 1977.0, 233.0, 0, 0] rb2305 2023-01-03 13:31:00 2817.0 4053.0 4055.0 4056.0 4049.0 16041.0 0
138 136 [4049.0, 4050.0, 4051.0, 4052.0, 4053.0, 4054.0] [0, 605.0, 433.0, 77.0, 644.0, 627.0] [122.0, 1097.0, 139.0, 61.0, 364.0, 406.0] rb2305 2023-01-03 13:32:00 197.0 4050.0 4052.0 4054.0 4049.0 4575.0 0
139 137 [4050.0, 4051.0, 4052.0, 4053.0, 4054.0] [0, 553.0, 655.0, 518.0, 88.0] [261.0, 418.0, 160.0, 567.0, 0] rb2305 2023-01-03 13:33:00 408.0 4051.0 4050.0 4054.0 4050.0 3222.0 0
140 138 [4048.0, 4049.0, 4050.0, 4051.0] [0, 347.0, 1036.0, 95.0] [296.0, 709.0, 1331.0, 0] rb2305 2023-01-03 13:34:00 -858.0 4050.0 4051.0 4051.0 4048.0 3830.0 0
141 139 [4046.0, 4047.0, 4048.0, 4049.0, 4050.0] [0, 62.0, 371.0, 486.0, 199.0] [18.0, 346.0, 136.0, 308.0, 0] rb2305 2023-01-03 13:35:00 310.0 4047.0 4050.0 4050.0 4046.0 1934.0 0
142 140 [4045.0, 4046.0, 4047.0, 4048.0] [0, 810.0, 967.0, 354.0] [371.0, 778.0, 861.0, 0] rb2305 2023-01-03 13:36:00 121.0 4046.0 4047.0 4048.0 4045.0 4141.0 0
143 141 [4047.0, 4048.0, 4049.0, 4050.0, 4051.0, 4052.0] [103.0, 289.0, 393.0, 941.0, 565.0, 31.0] [27.0, 56.0, 86.0, 566.0, 0, 0] rb2305 2023-01-03 13:37:00 1587.0 4050.0 4047.0 4052.0 4047.0 3057.0 1
144 142 [4051.0, 4052.0, 4053.0, 4054.0] [55.0, 589.0, 1023.0, 439.0] [66.0, 481.0, 370.0, 67.0] rb2305 2023-01-03 13:38:00 1122.0 4054.0 4051.0 4054.0 4051.0 3090.0 0
145 143 [4052.0, 4053.0, 4054.0, 4055.0, 4056.0] [0, 34.0, 436.0, 1798.0, 209.0] [18.0, 865.0, 767.0, 174.0, 0] rb2305 2023-01-03 13:39:00 653.0 4055.0 4054.0 4056.0 4052.0 4301.0 0
146 144 [4055.0, 4056.0, 4057.0, 4058.0, 4059.0, 4060.0] [0, 538.0, 769.0, 1806.0, 2601.0, 131.0] [130.0, 0, 175.0, 2129.0, 103.0, 0] rb2305 2023-01-03 13:40:00 3308.0 4059.0 4055.0 4060.0 4055.0 8489.0 1
147 145 [4057.0, 4058.0, 4059.0, 4060.0, 4061.0, 4062.0, 4063.0] [0, 371.0, 1499.0, 1585.0, 2378.0, 824.0, 533.0] [168.0, 492.0, 967.0, 0, 739.0, 623.0, 0] rb2305 2023-01-03 13:41:00 4201.0 4062.0 4059.0 4063.0 4057.0 10590.0 0
148 146 [4062.0, 4063.0, 4064.0] [135.0, 1155.0, 863.0] [850.0, 1459.0, 0] rb2305 2023-01-03 13:42:00 -156.0 4064.0 4062.0 4064.0 4062.0 4483.0 0
149 147 [4061.0, 4062.0, 4063.0, 4064.0, 4065.0] [0, 256.0, 104.0, 749.0, 310.0] [483.0, 790.0, 197.0, 337.0, 0] rb2305 2023-01-03 13:43:00 -388.0 4062.0 4064.0 4065.0 4061.0 3226.0 0
150 148 [4061.0, 4062.0, 4063.0] [20.0, 852.0, 283.0] [971.0, 261.0, 0] rb2305 2023-01-03 13:44:00 -77.0 4062.0 4062.0 4063.0 4061.0 2446.0 0
151 149 [4062.0, 4063.0, 4064.0] [0, 1033.0, 604.0] [599.0, 829.0, 0] rb2305 2023-01-03 13:45:00 209.0 4064.0 4063.0 4064.0 4062.0 3071.0 0
152 150 [4059.0, 4060.0, 4061.0, 4062.0, 4063.0, 4064.0, 4065.0] [124.0, 322.0, 183.0, 274.0, 24.0, 378.0, 157.0] [1342.0, 605.0, 538.0, 248.0, 459.0, 16.0, 0] rb2305 2023-01-03 13:46:00 -1746.0 4060.0 4064.0 4065.0 4059.0 4674.0 0
153 151 [4058.0, 4059.0, 4060.0, 4061.0] [0, 176.0, 476.0, 43.0] [96.0, 833.0, 292.0, 0] rb2305 2023-01-03 13:47:00 -526.0 4060.0 4060.0 4061.0 4058.0 1916.0 0
154 152 [4059.0, 4060.0, 4061.0, 4062.0] [0, 272.0, 459.0, 61.0] [91.0, 595.0, 554.0, 0] rb2305 2023-01-03 13:48:00 -448.0 4062.0 4059.0 4062.0 4059.0 2074.0 0
155 153 [4061.0, 4062.0, 4063.0] [0, 774.0, 432.0] [254.0, 678.0, 0] rb2305 2023-01-03 13:49:00 274.0 4062.0 4062.0 4063.0 4061.0 2138.0 0
156 154 [4062.0, 4063.0, 4064.0] [128.0, 399.0, 550.0] [702.0, 901.0, 0] rb2305 2023-01-03 13:50:00 -526.0 4063.0 4063.0 4064.0 4062.0 2680.0 0
157 155 [4061.0, 4062.0, 4063.0, 4064.0] [0, 185.0, 475.0, 97.0] [361.0, 1119.0, 43.0, 0] rb2305 2023-01-03 13:51:00 -766.0 4062.0 4064.0 4064.0 4061.0 2280.0 0
158 156 [4061.0, 4062.0, 4063.0] [0, 124.0, 592.0] [523.0, 670.0, 0] rb2305 2023-01-03 13:52:00 -477.0 4061.0 4063.0 4063.0 4061.0 1909.0 0
159 157 [4060.0, 4061.0, 4062.0] [0, 118.0, 463.0] [897.0, 1056.0, 0] rb2305 2023-01-03 13:53:00 -1372.0 4060.0 4061.0 4062.0 4060.0 2534.0 0
160 158 [4058.0, 4059.0, 4060.0, 4061.0] [0, 388.0, 148.0, 377.0] [354.0, 476.0, 645.0, 4.0] rb2305 2023-01-03 13:54:00 -566.0 4059.0 4061.0 4061.0 4058.0 2392.0 0
161 159 [4058.0, 4059.0, 4060.0] [0, 725.0, 305.0] [234.0, 854.0, 0] rb2305 2023-01-03 13:55:00 -58.0 4060.0 4059.0 4060.0 4058.0 2118.0 0
162 160 [4059.0, 4060.0, 4061.0] [0, 669.0, 48.0] [400.0, 118.0, 0] rb2305 2023-01-03 13:56:00 199.0 4060.0 4059.0 4061.0 4059.0 1244.0 0
163 161 [4057.0, 4058.0, 4059.0, 4060.0, 4061.0] [0, 337.0, 87.0, 66.0, 5.0] [391.0, 1409.0, 460.0, 240.0, 0] rb2305 2023-01-03 13:57:00 -2005.0 4058.0 4060.0 4061.0 4057.0 3063.0 -1
164 162 [4057.0, 4058.0, 4059.0, 4060.0] [0, 159.0, 380.0, 83.0] [77.0, 444.0, 243.0, 0] rb2305 2023-01-03 13:58:00 -142.0 4058.0 4059.0 4060.0 4057.0 1386.0 0
165 163 [4058.0, 4059.0, 4060.0] [0, 488.0, 43.0] [879.0, 179.0, 0] rb2305 2023-01-03 13:59:00 -527.0 4060.0 4058.0 4060.0 4058.0 1593.0 0
166 164 [4057.0, 4058.0, 4059.0, 4060.0] [0, 124.0, 619.0, 35.0] [64.0, 468.0, 316.0, 0] rb2305 2023-01-03 14:00:00 -70.0 4058.0 4060.0 4060.0 4057.0 1626.0 0
167 165 [4058.0, 4059.0, 4060.0] [0, 463.0, 616.0] [60.0, 710.0, 57.0] rb2305 2023-01-03 14:01:00 252.0 4060.0 4058.0 4060.0 4058.0 1907.0 0
168 166 [4058.0, 4059.0, 4060.0, 4061.0, 4062.0, 4063.0] [0, 118.0, 172.0, 799.0, 422.0, 48.0] [8.0, 307.0, 206.0, 547.0, 59.0, 0] rb2305 2023-01-03 14:02:00 432.0 4059.0 4060.0 4063.0 4058.0 2686.0 0
169 167 [4058.0, 4059.0, 4060.0] [0, 705.0, 4.0] [191.0, 88.0, 0] rb2305 2023-01-03 14:03:00 430.0 4058.0 4059.0 4060.0 4058.0 1019.0 0
170 168 [4058.0, 4059.0, 4060.0, 4061.0] [0, 180.0, 396.0, 48.0] [72.0, 249.0, 49.0, 0] rb2305 2023-01-03 14:04:00 254.0 4061.0 4059.0 4061.0 4058.0 1000.0 0
171 169 [4061.0, 4062.0, 4063.0] [354.0, 314.0, 729.0] [50.0, 1146.0, 0] rb2305 2023-01-03 14:05:00 201.0 4063.0 4061.0 4063.0 4061.0 2593.0 0
172 170 [4060.0, 4061.0, 4062.0, 4063.0] [0, 71.0, 66.0, 350.0] [1.0, 210.0, 378.0, 0] rb2305 2023-01-03 14:06:00 -102.0 4061.0 4063.0 4063.0 4060.0 1076.0 0
173 171 [4057.0, 4058.0, 4059.0, 4060.0, 4061.0] [0, 3.0, 104.0, 158.0, 234.0] [54.0, 588.0, 194.0, 327.0, 0] rb2305 2023-01-03 14:07:00 -664.0 4057.0 4060.0 4061.0 4057.0 1662.0 0
174 172 [4056.0, 4057.0, 4058.0, 4059.0, 4060.0] [0, 10.0, 281.0, 112.0, 124.0] [424.0, 434.0, 471.0, 168.0, 0] rb2305 2023-01-03 14:08:00 -970.0 4059.0 4058.0 4060.0 4056.0 2024.0 0
175 173 [4059.0, 4060.0, 4061.0] [0, 294.0, 51.0] [483.0, 312.0, 0] rb2305 2023-01-03 14:09:00 -450.0 4060.0 4060.0 4061.0 4059.0 1140.0 0
176 174 [4059.0, 4060.0, 4061.0] [0, 255.0, 156.0] [34.0, 574.0, 0] rb2305 2023-01-03 14:10:00 -197.0 4061.0 4060.0 4061.0 4059.0 1021.0 0
177 175 [4060.0, 4061.0, 4062.0, 4063.0] [0, 694.0, 75.0, 48.0] [303.0, 401.0, 0, 0] rb2305 2023-01-03 14:11:00 113.0 4063.0 4061.0 4063.0 4060.0 1537.0 0
178 176 [4061.0, 4062.0, 4063.0] [0, 409.0, 12.0] [222.0, 155.0, 0] rb2305 2023-01-03 14:12:00 44.0 4062.0 4063.0 4063.0 4061.0 798.0 0
179 177 [4060.0, 4061.0, 4062.0, 4063.0] [0, 291.0, 850.0, 19.0] [159.0, 508.0, 147.0, 0] rb2305 2023-01-03 14:13:00 346.0 4063.0 4061.0 4063.0 4060.0 1974.0 0
180 178 [4062.0, 4063.0, 4064.0, 4065.0, 4066.0, 4067.0, 4068.0] [0, 630.0, 1021.0, 2734.0, 720.0, 2722.0, 361.0] [53.0, 38.0, 329.0, 47.0, 1155.0, 742.0, 0] rb2305 2023-01-03 14:14:00 5824.0 4065.0 4062.0 4068.0 4062.0 10552.0 2
181 179 [4063.0, 4064.0, 4065.0, 4066.0, 4067.0] [0, 153.0, 474.0, 343.0, 246.0] [25.0, 610.0, 1245.0, 398.0, 0] rb2305 2023-01-03 14:15:00 -1062.0 4064.0 4066.0 4067.0 4063.0 3494.0 0
182 180 [4065.0, 4066.0, 4067.0] [0, 387.0, 835.0] [295.0, 339.0, 0] rb2305 2023-01-03 14:16:00 588.0 4066.0 4066.0 4067.0 4065.0 1856.0 0
183 181 [4064.0, 4065.0, 4066.0, 4067.0] [0, 632.0, 420.0, 104.0] [171.0, 568.0, 94.0, 0] rb2305 2023-01-03 14:17:00 323.0 4064.0 4067.0 4067.0 4064.0 1989.0 0
184 182 [4064.0, 4065.0, 4066.0, 4067.0] [0, 365.0, 323.0, 148.0] [364.0, 116.0, 266.0, 0] rb2305 2023-01-03 14:18:00 90.0 4066.0 4064.0 4067.0 4064.0 1582.0 0
185 183 [4066.0, 4067.0, 4068.0] [0, 346.0, 625.0] [192.0, 727.0, 0] rb2305 2023-01-03 14:19:00 52.0 4067.0 4067.0 4068.0 4066.0 1890.0 0
186 184 [4067.0, 4068.0, 4069.0, 4070.0, 4071.0] [0, 684.0, 1145.0, 2860.0, 1251.0] [228.0, 655.0, 1025.0, 658.0, 0] rb2305 2023-01-03 14:20:00 3374.0 4069.0 4067.0 4071.0 4067.0 8506.0 0
187 185 [4068.0, 4069.0, 4070.0] [0, 514.0, 1050.0] [18.0, 929.0, 0] rb2305 2023-01-03 14:21:00 617.0 4069.0 4069.0 4070.0 4068.0 2515.0 0
188 186 [4066.0, 4067.0, 4068.0, 4069.0, 4070.0] [0, 108.0, 140.0, 206.0, 165.0] [506.0, 671.0, 535.0, 475.0, 0] rb2305 2023-01-03 14:22:00 -1568.0 4066.0 4069.0 4070.0 4066.0 2806.0 0
189 187 [4065.0, 4066.0, 4067.0, 4068.0] [0, 101.0, 676.0, 699.0] [403.0, 660.0, 282.0, 0] rb2305 2023-01-03 14:23:00 131.0 4066.0 4067.0 4068.0 4065.0 2845.0 0
190 188 [4066.0, 4067.0, 4068.0] [0, 506.0, 83.0] [391.0, 117.0, 0] rb2305 2023-01-03 14:24:00 81.0 4068.0 4066.0 4068.0 4066.0 1107.0 0
191 189 [4066.0, 4067.0, 4068.0, 4069.0, 4070.0] [0, 35.0, 212.0, 313.0, 711.0] [65.0, 176.0, 59.0, 658.0, 0] rb2305 2023-01-03 14:25:00 313.0 4069.0 4068.0 4070.0 4066.0 2229.0 0
192 190 [4068.0, 4069.0, 4070.0, 4071.0] [0, 321.0, 471.0, 697.0] [416.0, 565.0, 394.0, 0] rb2305 2023-01-03 14:26:00 114.0 4069.0 4069.0 4071.0 4068.0 2890.0 0
193 191 [4068.0, 4069.0, 4070.0, 4071.0] [0, 1030.0, 1301.0, 0] [477.0, 1347.0, 1315.0, 5.0] rb2305 2023-01-03 14:27:00 -813.0 4070.0 4070.0 4071.0 4068.0 5475.0 0
194 192 [4069.0, 4070.0, 4071.0, 4072.0, 4073.0, 4074.0] [0, 168.0, 179.0, 551.0, 758.0, 612.0] [233.0, 361.0, 396.0, 954.0, 397.0, 0] rb2305 2023-01-03 14:28:00 -73.0 4073.0 4070.0 4074.0 4069.0 4610.0 0
195 193 [4072.0, 4073.0, 4074.0] [0, 828.0, 47.0] [1213.0, 311.0, 0] rb2305 2023-01-03 14:29:00 -649.0 4073.0 4072.0 4074.0 4072.0 2399.0 0
196 194 [4071.0, 4072.0, 4073.0] [110.0, 425.0, 102.0] [954.0, 259.0, 0] rb2305 2023-01-03 14:30:00 -576.0 4072.0 4073.0 4073.0 4071.0 1854.0 0
197 195 [4069.0, 4070.0, 4071.0, 4072.0] [0, 395.0, 75.0, 601.0] [981.0, 771.0, 247.0, 0] rb2305 2023-01-03 14:31:00 -928.0 4069.0 4072.0 4072.0 4069.0 3070.0 0
198 196 [4063.0, 4064.0, 4065.0, 4066.0, 4067.0, 4068.0, 4069.0, 4070.0] [311.0, 423.0, 193.0, 299.0, 163.0, 0, 0, 130.0] [1247.0, 518.0, 938.0, 567.0, 209.0, 598.0, 130.0, 0] rb2305 2023-01-03 14:32:00 -2688.0 4063.0 4070.0 4070.0 4063.0 5785.0 -2
199 197 [4060.0, 4061.0, 4062.0, 4063.0, 4064.0] [0, 998.0, 1264.0, 375.0, 12.0] [1497.0, 1296.0, 773.0, 476.0, 0] rb2305 2023-01-03 14:33:00 -1393.0 4062.0 4063.0 4064.0 4060.0 6702.0 0
200 198 [4062.0, 4063.0, 4064.0, 4065.0] [0, 212.0, 656.0, 554.0] [94.0, 282.0, 59.0, 0] rb2305 2023-01-03 14:34:00 987.0 4065.0 4062.0 4065.0 4062.0 1857.0 0
201 199 [4064.0, 4065.0, 4066.0] [0, 775.0, 270.0] [491.0, 422.0, 0] rb2305 2023-01-03 14:35:00 132.0 4064.0 4065.0 4066.0 4064.0 1958.0 0
202 200 [4062.0, 4063.0, 4064.0, 4065.0, 4066.0] [0, 125.0, 182.0, 737.0, 111.0] [160.0, 637.0, 139.0, 439.0, 0] rb2305 2023-01-03 14:36:00 -220.0 4066.0 4064.0 4066.0 4062.0 2530.0 0
203 201 [4062.0, 4063.0, 4064.0, 4065.0, 4066.0] [0, 110.0, 209.0, 209.0, 121.0] [150.0, 391.0, 440.0, 334.0, 0] rb2305 2023-01-03 14:37:00 -666.0 4062.0 4065.0 4066.0 4062.0 1994.0 0
204 202 [4062.0, 4063.0, 4064.0] [32.0, 512.0, 208.0] [897.0, 200.0, 0] rb2305 2023-01-03 14:38:00 -345.0 4063.0 4063.0 4064.0 4062.0 1849.0 0
205 203 [4062.0, 4063.0, 4064.0, 4065.0] [0, 186.0, 216.0, 116.0] [227.0, 361.0, 201.0, 0] rb2305 2023-01-03 14:39:00 -271.0 4063.0 4063.0 4065.0 4062.0 1307.0 0
206 204 [4061.0, 4062.0, 4063.0] [0, 911.0, 62.0] [139.0, 670.0, 0] rb2305 2023-01-03 14:40:00 164.0 4061.0 4062.0 4063.0 4061.0 1785.0 0
207 205 [4061.0, 4062.0, 4063.0] [0, 754.0, 26.0] [188.0, 354.0, 0] rb2305 2023-01-03 14:41:00 238.0 4062.0 4061.0 4063.0 4061.0 1324.0 0
208 206 [4061.0, 4062.0, 4063.0, 4064.0, 4065.0, 4066.0] [0, 27.0, 416.0, 395.0, 323.0, 36.0] [4.0, 94.0, 248.0, 334.0, 17.0, 0] rb2305 2023-01-03 14:42:00 500.0 4065.0 4062.0 4066.0 4061.0 1905.0 0
209 207 [4064.0, 4065.0, 4066.0] [0, 123.0, 411.0] [154.0, 443.0, 0] rb2305 2023-01-03 14:43:00 -63.0 4064.0 4065.0 4066.0 4064.0 1131.0 0
210 208 [4061.0, 4062.0, 4063.0, 4064.0, 4065.0, 4066.0] [0, 192.0, 132.0, 35.0, 313.0, 1.0] [58.0, 442.0, 154.0, 303.0, 143.0, 0] rb2305 2023-01-03 14:44:00 -427.0 4062.0 4065.0 4066.0 4061.0 1773.0 0
211 209 [4062.0, 4063.0, 4064.0] [0, 103.0, 289.0] [12.0, 296.0, 0] rb2305 2023-01-03 14:45:00 84.0 4063.0 4062.0 4064.0 4062.0 700.0 0
212 210 [4060.0, 4061.0, 4062.0, 4063.0, 4064.0, 4065.0] [0, 75.0, 62.0, 237.0, 192.0, 446.0] [629.0, 383.0, 247.0, 339.0, 487.0, 613.0] rb2305 2023-01-03 14:46:00 -1686.0 4061.0 4064.0 4065.0 4060.0 3722.0 0
213 211 [4057.0, 4058.0, 4059.0, 4060.0, 4061.0] [0, 1482.0, 143.0, 476.0, 112.0] [1399.0, 1246.0, 53.0, 930.0, 221.0] rb2305 2023-01-03 14:47:00 -1636.0 4058.0 4061.0 4061.0 4057.0 6062.0 0
214 212 [4056.0, 4057.0, 4058.0] [0, 828.0, 300.0] [271.0, 1703.0, 0] rb2305 2023-01-03 14:48:00 -846.0 4057.0 4057.0 4058.0 4056.0 3102.0 0
215 213 [4056.0, 4057.0, 4058.0, 4059.0, 4060.0] [0, 354.0, 506.0, 331.0, 167.0] [513.0, 424.0, 170.0, 97.0, 0] rb2305 2023-01-03 14:49:00 154.0 4059.0 4057.0 4060.0 4056.0 2569.0 0
216 214 [4057.0, 4058.0, 4059.0, 4060.0] [0, 262.0, 218.0, 223.0] [296.0, 559.0, 47.0, 0] rb2305 2023-01-03 14:50:00 -199.0 4058.0 4058.0 4060.0 4057.0 1609.0 0
217 215 [4057.0, 4058.0, 4059.0, 4060.0] [0, 458.0, 240.0, 224.0] [805.0, 352.0, 206.0, 0] rb2305 2023-01-03 14:51:00 -441.0 4057.0 4058.0 4060.0 4057.0 2286.0 0
218 216 [4057.0, 4058.0, 4059.0, 4060.0] [0, 352.0, 579.0, 5.0] [513.0, 802.0, 82.0, 0] rb2305 2023-01-03 14:52:00 -461.0 4059.0 4057.0 4060.0 4057.0 2336.0 0
219 217 [4058.0, 4059.0, 4060.0] [44.0, 526.0, 530.0] [65.0, 1878.0, 0] rb2305 2023-01-03 14:53:00 -843.0 4059.0 4060.0 4060.0 4058.0 3043.0 0
220 218 [4057.0, 4058.0, 4059.0, 4060.0] [0, 169.0, 469.0, 77.0] [54.0, 662.0, 29.0, 0] rb2305 2023-01-03 14:54:00 -30.0 4058.0 4059.0 4060.0 4057.0 1460.0 0
221 219 [4057.0, 4058.0, 4059.0] [0, 881.0, 47.0] [850.0, 303.0, 0] rb2305 2023-01-03 14:55:00 -225.0 4058.0 4058.0 4059.0 4057.0 2081.0 0
222 220 [4057.0, 4058.0, 4059.0, 4060.0] [0, 226.0, 741.0, 268.0] [97.0, 999.0, 683.0, 0] rb2305 2023-01-03 14:56:00 -544.0 4057.0 4058.0 4060.0 4057.0 3029.0 0
223 221 [4057.0, 4058.0, 4059.0, 4060.0] [0, 94.0, 714.0, 561.0] [457.0, 925.0, 1132.0, 0] rb2305 2023-01-03 14:57:00 -1145.0 4059.0 4058.0 4060.0 4057.0 4039.0 0
224 222 [4058.0, 4059.0, 4060.0, 4061.0] [0, 1138.0, 1039.0, 368.0] [540.0, 1425.0, 423.0, 0] rb2305 2023-01-03 14:58:00 157.0 4061.0 4059.0 4061.0 4058.0 4940.0 0
225 223 [4060.0, 4061.0, 4062.0, 4063.0, 4064.0] [0, 189.0, 1559.0, 1671.0, 222.0] [212.0, 518.0, 1450.0, 531.0, 0] rb2305 2023-01-03 14:59:00 930.0 4063.0 4060.0 4064.0 4060.0 6425.0 0
226 224 [4061.0, 4062.0, 4063.0, 4064.0] [0, 323.0, 687.0, 1202.0] [272.0, 2372.0, 1725.0, 0] rb2305 2023-01-03 15:00:00 -2157.0 4063.0 4063.0 4064.0 4061.0 6581.0 0