使用PyQt绘制精美的股票行情分时线图

news/2024/11/30 5:51:13/

分时图

# -*- coding: utf-8 -*-
# !/usr/bin/pythonimport sys
import tushare as ts
import pandas as pd
import os
from PyQt4 import QtGui, QtCore, Qtreload(sys)
sys.setdefaultencoding('utf8')class report_painter:'''绘制行情类'''def __init__(self, parent):# 初始化self.parent = parentself.paint = QtGui.QPainter()self.paint.begin(self.parent)self.total_amount_data = 4890.00# 设置抗锯齿# self.paint.setRenderHint(QtGui.QPainter.Antialiasing)# 度量尺对象self.metrics = self.paint.fontMetrics()# 设置字体库self.fonts = dict()self.fonts['default'] = QtGui.QFont('', 8, QtGui.QFont.Light)self.fonts['yahei_14'] = QtGui.QFont('', 8, QtGui.QFont.Bold)self.fonts['yahei_14'] = QtGui.QFont('', 8, QtGui.QFont.Light)self.setFont('default')# 设置笔刷样式库self.pens = dict()# 红色 1px粗  1px点 2px距 线条self.pens['red_1px_dashline'] = QtGui.QPen(QtCore.Qt.red, 1, QtCore.Qt.DashLine)self.pens['red_1px_dashline'].setDashPattern([1, 2])# 红色 1px粗 实线条self.pens['red'] = QtGui.QPen(QtCore.Qt.red, 1, QtCore.Qt.SolidLine)# 红色 3px粗 实线条self.pens['red_2px'] = QtGui.QPen(QtCore.Qt.red, 2, QtCore.Qt.SolidLine)# 红色 2px粗 实线条self.pens['red_3px'] = QtGui.QPen(QtCore.Qt.red, 3, QtCore.Qt.SolidLine)# 黄色 1px粗 实线条self.pens['yellow'] = QtGui.QPen(QtCore.Qt.yellow, 1, QtCore.Qt.SolidLine)# 白色 1px粗 实线条self.pens['white'] = QtGui.QPen(QtCore.Qt.white, 1, QtCore.Qt.SolidLine)# 灰色 1px粗 实线条self.pens['gray'] = QtGui.QPen(QtCore.Qt.gray, 1, QtCore.Qt.SolidLine)# 绿色 1px粗 实线条self.pens['green'] = QtGui.QPen(QtCore.Qt.cyan, 1, QtCore.Qt.SolidLine)# 绿色 3px粗 实线条self.pens['green_2px'] = QtGui.QPen(QtCore.Qt.green, 2, QtCore.Qt.SolidLine)# 亮蓝 1px粗  1px点 2px距 线条self.pens['cyan_1px_dashline'] = QtGui.QPen(QtCore.Qt.cyan, 1, QtCore.Qt.DashLine)self.pens['cyan_1px_dashline'].setDashPattern([1, 2])# 获得窗口的长和宽size = self.parent.size()self.w = size.width()self.h = size.height()# 设置grid的上下左右补丁边距self.grid_padding_left = 55  # 左侧补丁边距self.grid_padding_right = 55  # 右侧补丁边距 如果设置为245,则显示五档盘口等信息self.grid_padding_top = 20  # 顶部补丁边距self.grid_padding_bottom = 17  # 底部补丁边距# 开始绘制self.start_paint()self.paint.end()  # 结束'''绘制流程步骤'''def start_paint(self):self.PriceGridPaint()self.rightGridPaint()self.timelinePaint()self.topInfoPaint()self.rulerPaint()self.VolumeGridPaint()self.pricePaint()self.volumePaint()self.xyPaint()'''设置使用的字体'''def setFont(self, code='default'):self.paint.setFont(self.fonts[code])'''设置使用的笔刷'''def setPen(self, code='default'):self.paint.setPen(self.pens[code])'''绘制股价走势表格'''def PriceGridPaint(self):self.setPen('red')self.paint.setBrush(QtCore.Qt.NoBrush)sum_width = self.grid_padding_left + self.grid_padding_rightsum_height = self.grid_padding_top + self.grid_padding_bottomgrid_height = self.h - sum_height# 画边框self.paint.drawRect(self.grid_padding_left, self.grid_padding_top,self.w - sum_width, self.h - sum_height)# 成交量和走势的分界线self.paint.drawLine(self.grid_padding_left, grid_height * 0.7 + self.grid_padding_top,self.w - self.grid_padding_right, grid_height * 0.7 + self.grid_padding_top)# 股票昨收中间线self.paint.drawLine(self.grid_padding_left + 1, grid_height * 0.35 + self.grid_padding_top,self.w - self.grid_padding_right, grid_height * 0.35 + self.grid_padding_top)# 其他线条self.paint.drawLine(0, self.h - self.grid_padding_bottom, self.w - self.grid_padding_right + 55, self.h - self.grid_padding_bottom)self.paint.drawLine(0, self.h - self.grid_padding_bottom + 16, self.w, self.h - self.grid_padding_bottom + 16) # 底框线条# self.paint.drawLine(self.w - self.grid_padding_right, 0, self.w - self.grid_padding_right, self.h - self.grid_padding_bottom + 16)self.paint.drawLine(self.w - self.grid_padding_right + 55, 0, self.w - self.grid_padding_right + 55, self.h - self.grid_padding_bottom + 16)self.setPen('yellow')# self.paint.drawText(self.w - self.grid_padding_right + 5, self.h - self.grid_padding_bottom - 4, QtCore.QString(u'成交量'))self.setPen('white')# 右下角文字# self.paint.drawText(self.w - self.grid_padding_right + 12, self.h - self.grid_padding_bottom + 12, QtCore.QString(u'实时'))'''绘制成交量走势表格'''def VolumeGridPaint(self):sum_width = self.grid_padding_left + self.grid_padding_rightsum_height = self.grid_padding_top + self.grid_padding_bottomgrid_height = self.h - sum_heightmax_volume = self.parent.stk_data['max_vol']px_h_radio = max_volume / (grid_height * 0.3)self.setPen('red_1px_dashline')grid_num = 6x = grid_numcnt = grid_height * 0.3 / grid_numfor i in range(0, grid_num):self.setPen('red_1px_dashline')# 计算坐标y1 = self.grid_padding_top + (grid_height * 0.7) + i * cntx1 = self.grid_padding_leftx2 = self.grid_padding_left + self.w - sum_widthself.paint.drawLine(x1, y1, x2, y1)  # 画价位虚线vol_int = int(cnt * x * px_h_radio)vol_str = str(vol_int)fw = self.metrics.width(vol_str)  # 获得文字宽度fh = self.metrics.height() / 2  # 获得文字高度self.setPen('yellow')self.paint.drawText(x2 + 55 - fw, y1 + fh, vol_str)  # 写入右侧成交量柱状图文字self.setPen('white')# self.paint.drawText(x1 - 2 - self.metrics.width(str(x)), y1 + fh, str(x))  # 写入左侧成交量柱状图文字x -= 1'''绘制左侧信息栏和盘口等内容'''def rightGridPaint(self):self.setPen('red')# 绘制信息内容之间的分割线_h = 0_x = self.w - self.grid_padding_right + 55self.paint.drawLine(self.w - 1, 0, self.w - 1, self.h - self.grid_padding_bottom + 16)self.paint.drawLine(0, 0, 0, self.h - self.grid_padding_bottom + 16)self.paint.drawLine(0, _h, self.w, _h)_h += 23self.paint.drawLine(_x, _h, self.w, _h)_h += 24self.paint.drawLine(_x, _h, self.w, _h)_h += 93self.paint.drawLine(_x, _h, self.w, _h)_h += 20self.paint.drawLine(_x, _h, self.w, _h)_h += 93self.paint.drawLine(_x, _h, self.w, _h)_h += 123self.paint.drawLine(_x, _h, self.w, _h)_h += 23self.paint.drawLine(_x, _h, self.w, _h)# 股票名称和代码self.setFont('yahei_14')self.setPen('yellow')name_str = QtCore.QString(u'%s %s' % (self.parent.stk_info['code'], self.parent.stk_info['name']))self.paint.drawText(_x + 35, 18, name_str)# 委比和委差self.setFont('yahei_14')zx_str = QtCore.QString(u'最新')self.paint.drawText(_x + 3, 156, zx_str)self.setPen('gray')wb_str = QtCore.QString(u'委比')wc_str = QtCore.QString(u'委差')xs_str = QtCore.QString(u'现手')self.paint.drawText(_x + 3, 39, wb_str)self.paint.drawText(_x + 100, 39, wc_str)self.paint.drawText(_x + 100, 156, xs_str)fh = self.metrics.height()left_field_list = [u'涨跌', u'涨幅', u'振幅', u'总手', u'总额', u'换手', u'分笔']i = 1for field in left_field_list:field_str = QtCore.QString(field)self.paint.drawText(_x + 3, 253 + (i * 17), field_str)i += 1right_field_list = [u'均价', u'前收', u'今开', u'最高', u'最低', u'量比', u'均量']i = 1for field in right_field_list:field_str = QtCore.QString(field)self.paint.drawText(_x + 100, 253 + (i * 17), field_str)i += 1wp_str = QtCore.QString(u'外盘')np_str = QtCore.QString(u'内盘')self.paint.drawText(_x + 3, 395, wp_str)self.paint.drawText(_x + 100, 395, np_str)# 卖①②③④⑤i = 0sell_queue = [u'卖⑤', u'卖④', u'卖③', u'卖②', u'卖①']for sell in sell_queue:sell_str = QtCore.QString(sell)self.paint.drawText(_x + 3, 62 + (i * 18), sell_str)i += 1# 买①②③④⑤buy_queue = [u'买①', u'买②', u'买③', u'买④', u'买⑤']for buy in buy_queue:buy_str = QtCore.QString(buy)self.paint.drawText(_x + 3, 87 + (i * 18), buy_str)i += 1self.setPen('red_2px')self.paint.drawLine(_x + 1, 377, _x + 99, 377)self.paint.drawLine(_x + 1, 46, _x + 65, 46)self.setPen('green_2px')self.paint.drawLine(_x + 102, 377, _x + 199, 377)self.paint.drawLine(_x + 67, 46, _x + 199, 46)self.setFont('default')'''绘制左右侧的价格刻度'''def rulerPaint(self):sum_width = self.grid_padding_left + self.grid_padding_rightsum_height = self.grid_padding_top + self.grid_padding_bottomgrid_height = self.h - sum_heighthigh = self.parent.stk_data['high']low = self.parent.stk_data['low']lastclose = self.parent.stk_data['lastclose']top = high - lastclosebottom = lastclose - lowif top > bottom:padding = topelse:padding = bottomlimit_top = lastclose + paddinglimit_low = lastclose - paddingpx_h_radio = (grid_height * 0.7) / ((limit_top - limit_low) * 100)self.setPen('red_1px_dashline')grid_num = 16cnt = grid_height * 0.7 / grid_numfor i in range(0, grid_num):self.setPen('red_1px_dashline')# 计算坐标y1 = self.grid_padding_top + i * cntx1 = self.grid_padding_leftx2 = self.grid_padding_left + self.w - sum_widthself.paint.drawLine(x1, y1, x2, y1)  # 画价位虚线price_float = (limit_top - ((i * cnt) / px_h_radio / 100))  # 计算价格price = '%4.2f' % (price_float)  # 格式化价格成strfw = self.metrics.width(price)  # 获得文字宽度fh = self.metrics.height() / 2  # 获得文字高度radio_float = (price_float / lastclose - 1) * 100  # 计算波动百分比radio_str = "%2.2f%%" % (radio_float)  # 格式化百分比成strr_fw = self.metrics.width(radio_str)r_fh = self.metrics.height() / 2# 判断文字使用的颜色if price_float == lastclose:self.setPen('white')if price_float < lastclose:self.setPen('green')self.paint.drawText(x1 - fw - 2, y1 + fh, price)  # 写入分时图表左侧文字self.paint.drawText(x2 + 60 - r_fw, y1 + r_fh, radio_str)  # 写入分时图表右侧文字'''绘制x,y准星'''def xyPaint(self):if self.parent.m_x >= self.grid_padding_left and self.parent.m_x <= self.w - self.grid_padding_right and self.parent.m_y >= self.grid_padding_top and self.parent.m_y <= self.h - self.grid_padding_bottom:self.setPen('gray')x1 = self.grid_padding_leftx2 = self.w - self.grid_padding_righty1 = self.grid_padding_topy2 = self.h - self.grid_padding_bottomself.paint.drawLine(x1 + 1, self.parent.m_y, x2 - 1, self.parent.m_y)self.paint.drawLine(self.parent.m_x, y1 + 1, self.parent.m_x, y2 - 1)'''绘制时间轴刻度'''def timelinePaint(self):fw = self.metrics.width(u'00:00')  # 计算文字的宽度sum_width = self.grid_padding_left + self.grid_padding_rightsum_height = self.grid_padding_top + self.grid_padding_bottomgrid_width = self.w - sum_width - 2y1 = self.grid_padding_topy2 = y1 + (self.h - sum_height)# 时间轴中线self.setPen('red')x_pos = grid_width / 2 + self.grid_padding_leftself.paint.drawLine(x_pos, y1, x_pos, y2)self.paint.drawText(x_pos - fw / 2, y2 + 12, QtCore.QString(u'13:00'))# 时间轴09点30分x_pos = self.grid_padding_leftself.paint.drawText(x_pos - fw / 2, y2 + 12, QtCore.QString(u'09:30'))# 时间轴10点30分x_pos = grid_width * 0.25 + self.grid_padding_leftself.paint.drawLine(x_pos, y1, x_pos, y2)self.paint.drawText(x_pos - fw / 2, y2 + 12, QtCore.QString(u'10:30'))# 时间轴14点00分x_pos = grid_width * 0.75 + self.grid_padding_leftself.paint.drawLine(x_pos, y1, x_pos, y2)self.paint.drawText(x_pos - fw / 2, y2 + 12, QtCore.QString(u'14:00'))# 时间轴15点00分x_pos = grid_width + self.grid_padding_leftself.paint.drawText(x_pos - fw / 2, y2 + 12, QtCore.QString(u'15:00'))# 时间虚线 by 30minself.setPen('red_1px_dashline')x_pos_array = [0.125, 0.375, 0.625, 0.875]for i in x_pos_array:x_pos = grid_width * i + self.grid_padding_leftself.paint.drawLine(x_pos, y1, x_pos, y2)'''绘制表格上方的股票信息'''def topInfoPaint(self):self.setPen('white')self.paint.drawText(4 + self.grid_padding_left, self.grid_padding_top - 4, QtCore.QString(self.parent.stk_info['name']))  # 股票名称# sw = self.metrics.width(self.parent.stk_info['name'])  # 标题文字占用宽度# self.paint.drawText(4 + self.grid_padding_left + sw + 10, self.grid_padding_top - 4, QtCore.QString(u'均价线:'))  # 均价线lastclose = self.parent.stk_data['lastclose']close = self.parent.stk_data['close']mma = self.parent.stk_data['list']['mma'][-1]if lastclose > close:self.setPen('green')str_1 = '%.2f  -%.2f%%  -%.2f' % (close, (lastclose - close)/lastclose, (lastclose - close))if lastclose == close:self.setPen('white')str_1 = '%.2f  +%.2f%% +%.2f' % (close, 0.00, 0.00)if lastclose < close:self.setPen('red')str_1 = '%.2f  +%.2f%%  +%.2f' % (close, (close - lastclose)/lastclose, (close - lastclose))if mma > close:self.setPen('green')if mma == close:self.setPen('white')if mma < close:self.setPen('red')self.paint.drawText(4 + self.grid_padding_left + 55, self.grid_padding_top - 4, QtCore.QString(str_1))'''绘制股价走势'''def pricePaint(self):sum_width = self.grid_padding_left + self.grid_padding_rightsum_height = self.grid_padding_top + self.grid_padding_bottomgrid_height = self.h - sum_height - 2high = self.parent.stk_data['high']low = self.parent.stk_data['low']lastclose = self.parent.stk_data['lastclose']top = high - lastclosebottom = lastclose - lowif top > bottom:padding = topelse:padding = bottomlimit_top = lastclose + paddinglimit_low = lastclose - paddingh_radio = (grid_height * 0.7) / ((limit_top - limit_low) * 100)w_radio = (self.w - sum_width - 2) / self.total_amount_dataw = self.grid_padding_leftself.setPen('white')path = QtGui.QPainterPath()path.moveTo(w, (limit_top - self.parent.stk_data['open']) * 100 * h_radio + self.grid_padding_top)i = 1for price in self.parent.stk_data['list']['price']:w = i * w_radio + self.grid_padding_lefty = (limit_top - price) * 100 * h_radio + self.grid_padding_toppath.lineTo(w, y)i += 1self.paint.drawPath(path)self.setPen('cyan_1px_dashline')self.paint.drawLine(self.grid_padding_left + 1, y, w - 1, y)self.setPen('yellow')path = QtGui.QPainterPath()w = self.grid_padding_leftpath.moveTo(w, (limit_top - self.parent.stk_data['open']) * 100 * h_radio + self.grid_padding_top)i = 1for price in self.parent.stk_data['list']['mma']:w = i * w_radio + self.grid_padding_lefty = (limit_top - price) * 100 * h_radio + self.grid_padding_toppath.lineTo(w, y)i += 1self.paint.drawPath(path)'''绘制成交量'''def volumePaint(self):sum_width = self.grid_padding_left + self.grid_padding_rightsum_height = self.grid_padding_top + self.grid_padding_bottommax_volume = self.parent.stk_data['max_vol'] * 1.00  # 最大分钟成交量w_radio = (self.w - sum_width - 2) / self.total_amount_datah_radio = ((self.h - sum_height - 2) * 0.3) / max_volumey = (self.h - sum_height) + self.grid_padding_topprey2 = -1for i in range(1, len(self.parent.stk_data['list']['volume']) + 1):x = i * w_radio + self.grid_padding_lefty2 = h_radio * self.parent.stk_data['list']['volume'][i - 1]if y2 > prey2:self.setPen('red')  # 成交量柱状图颜色else:self.setPen('green')  # 成交量柱状图颜色self.paint.drawLine(x, y - 1, x, y - y2)prey2 = y2class TimeLine(QtGui.QWidget):def __init__(self, parent=None, code='sz50', ktype='D', name='SZ50'):QtGui.QWidget.__init__(self, parent)# self.setMinimumSize(640, 430)  # 设置窗口最小尺寸self.setGeometry(300, 300, 960, 650)self.setWindowTitle(QtCore.QString(u'分时行情走势'))self.setStyleSheet("QWidget { background-color: black }")self.setWindowIcon(QtGui.QIcon('ruby.png'))self.setMouseTracking(True)self.m_x = 0  # 光标x轴位置self.m_y = 0  # 光标y轴位置self.total_amount_data = 3000self.stk_info = {}self.stk_info['code'] = codeself.stk_info['name'] = nameself.stk_info['ktype'] = ktypeself.stk_info['market'] = 'SH'self.stk_data = {}self.stk_data['list'] = {}  # 股价序列self.stk_data['list']['time'] = []  # 时间self.stk_data['list']['price'] = []  # 价格self.stk_data['list']['volume'] = []  # 成交量self.stk_data['list']['amount'] = []  # 成交额self.stk_data['list']['mma'] = []  # 分时均价self.stk_data['list']['buy_port'] = [(0.00, 0), (0.00, 0), (0.00, 0), (0.00, 0), (0.00, 0)]  # 买盘前五self.stk_data['list']['sell_port'] = [(0.00, 0), (0.00, 0), (0.00, 0), (0.00, 0), (0.00, 0)]  # 卖盘前五# 读取数据# ----------------------------------------------------------------------if os.path.exists(self.stk_info['code'] + '.csv'):data = pd.read_csv(self.stk_info['code'] + '.csv')# from time import strftime# data['time'][0] = strftime('%H:%M:%S', data['time'][0])else:data = ts.get_today_ticks(self.stk_info['code']).sort_index(ascending=0)data.drop(columns=['type'], inplace=True)data.to_csv(self.stk_info['code'] + '.csv')realTimeData = ts.get_realtime_quotes(self.stk_info['code'])self.stk_info['name'] = realTimeData['name'][0]'''Unnamed: 0  time  price  pchange  change  volume   amount'''self.stk_data['list']['time'] = data.index.tolist()self.stk_data['list']['price'] = data['price'].tolist()self.stk_data['list']['pchange'] = data['pchange'].tolist()self.stk_data['list']['change'] = data['change'].tolist()self.stk_data['list']['volume'] = data['volume'].tolist()self.stk_data['list']['amount'] = data['amount'].tolist()v, a = [], []for vol, amt in zip(self.stk_data['list']['volume'], self.stk_data['list']['amount']):v.append(vol)a.append(amt)sum_vol = sum(v)sum_amt = sum(a)if sum_vol != 0:mma = (sum_amt) / (sum_vol * 100.00)self.stk_data['list']['mma'].append(mma)self.stk_data['lastclose'] = float(realTimeData['pre_close'][0])  # 上一个交易日收盘价self.stk_data['open'] = self.stk_data['list']['price'][0]  # 开盘价self.stk_data['high'] = max(self.stk_data['list']['price'])  # 最高价self.stk_data['low'] = min(self.stk_data['list']['price'])  # 最低价self.stk_data['close'] = self.stk_data['list']['price'][-1]  # 收盘价self.stk_data['max_vol'] = max(self.stk_data['list']['volume'])  # 当日最高成交量def mouseMoveEvent(self, event):self.m_x = int(event.x())self.m_y = int(event.y())self.repaint()def paintEvent(self, event):report_painter(self)def setStockAttribute(self, code='sz50', ktype='D', name='SZ50'):self.code = codeself.ktype = ktypeself.name = name########################################################################
# 功能测试
########################################################################
if __name__ == '__main__':app = QtGui.QApplication(sys.argv)dt = TimeLine(code='600519', ktype='D', name=u'贵州茅台')dt.show()app.exec_()

600519.csv

,time,price,pchange,change,volume,amount
2445,09:30:01,515.18,-6.18,5.18,2511,129365304
2444,09:30:04,515.0,-6.21,-0.18,1389,71538135
2443,09:30:07,517.49,-5.75,2.49,545,28203205
2442,09:30:10,516.22,-5.99,-1.27,512,26430464
2441,09:30:13,515.75,-6.07,-0.47,500,25787500
2440,09:30:16,515.18,-6.18,-0.57,1088,56051584
2439,09:30:19,515.75,-6.07,0.57,437,22538275
2438,09:30:22,516.5,-5.94,0.75,526,27167900
2437,09:30:25,515.15,-6.18,-1.35,168,8654520
2436,09:30:28,515.75,-6.07,0.6,327,16865025
2435,09:30:31,515.67,-6.09,-0.08,561,28929087
2434,09:30:34,515.75,-6.07,0.08,579,29866567
2433,09:30:37,515.82,-6.06,0.07,190,9835656
2432,09:30:40,515.72,-6.08,-0.1,696,35910615
2431,09:30:43,515.69,-6.08,-0.03,266,13717354
2430,09:30:46,515.74,-6.07,0.05,305,15730070
2429,09:30:49,516.0,-6.03,0.26,341,17595600
2428,09:30:52,515.72,-6.08,-0.28,332,17132734
2427,09:30:55,517.0,-5.84,1.28,245,12710445
2426,09:30:58,516.0,-6.03,-1.0,180,9288000
2425,09:31:01,516.8,-5.88,0.8,91,4702880
2424,09:31:04,517.0,-5.84,0.2,91,4704700
2423,09:31:07,516.5,-5.94,-0.5,156,8057400
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2136,09:45:07,531.0,-3.29,-0.79,56,2973600
2135,09:45:10,531.6,-3.19,0.6,72,3827520
2134,09:45:13,531.0,-3.29,-0.6,222,11788200
2133,09:45:16,530.99,-3.30,-0.01,147,7805553
2132,09:45:19,530.5,-3.39,-0.49,34,1803700
2131,09:45:22,530.2,-3.44,-0.3,65,3488186
2130,09:45:25,530.21,-3.44,0.01,63,3340323
2129,09:45:28,530.01,-3.47,-0.2,22,1166022
2128,09:45:31,529.66,-3.54,-0.35,248,13135568
2127,09:45:34,529.8,-3.51,0.14,15,794700
2126,09:45:37,529.66,-3.54,-0.14,33,1754764
2125,09:45:40,529.66,-3.54,0.0,24,1271184
2124,09:45:43,529.29,-3.61,-0.37,39,2064231
2123,09:45:46,529.29,-3.61,0.0,125,6616125
2122,09:45:49,529.0,-3.66,-0.29,37,1992743
2121,09:45:52,528.8,-3.70,-0.2,58,3067040
2120,09:45:55,528.8,-3.70,0.0,19,1004720
2119,09:45:58,528.06,-3.83,-0.74,54,2868950
2118,09:46:01,528.08,-3.83,0.02,72,3802176
2117,09:46:04,528.0,-3.84,-0.08,105,5544000
2116,09:46:07,528.06,-3.83,0.06,25,1320150
2115,09:46:10,527.02,-4.02,-1.04,19,1001338
2114,09:46:13,528.0,-3.84,0.98,27,1464672
2113,09:46:16,527.02,-4.02,-0.98,48,2529696
2112,09:46:19,527.02,-4.02,0.0,43,2286213
2111,09:46:22,527.01,-4.02,-0.01,62,3267462
2110,09:46:25,527.0,-4.02,-0.01,29,1574676
2109,09:46:28,527.0,-4.02,0.0,39,2055300
2108,09:46:31,526.02,-4.20,-0.98,28,1472856
2107,09:46:34,526.18,-4.17,0.16,87,4577766
2106,09:46:37,526.11,-4.19,-0.07,45,2367495
2105,09:46:40,526.0,-4.21,-0.11,119,6259400
2104,09:46:43,526.87,-4.05,0.87,52,2739724
2103,09:46:46,526.02,-4.20,-0.85,49,2577498
2102,09:46:49,526.0,-4.21,-0.02,68,3576800
2101,09:46:52,526.02,-4.20,0.02,210,11046420
2100,09:46:52,526.02,-4.20,0.0,210,11046420
2099,09:46:52,526.02,-4.20,0.0,210,11046420
2098,09:46:55,526.0,-4.21,-0.02,67,3524200
2097,09:46:58,525.9,-4.22,-0.1,68,3576120
2096,09:47:01,526.0,-4.21,0.1,67,3524200
2095,09:47:04,525.88,-4.23,-0.12,66,3478696
2094,09:47:07,525.88,-4.23,0.0,74,3891512
2093,09:47:10,525.86,-4.23,-0.02,20,1051720
2092,09:47:13,525.86,-4.23,0.0,33,1735338
2091,09:47:16,525.86,-4.23,0.0,36,1893096
2090,09:47:19,525.86,-4.23,0.0,232,12199952
2089,09:47:22,525.8,-4.24,-0.06,55,2891900
2088,09:47:25,525.8,-4.24,0.0,176,9254080
2087,09:47:28,525.75,-4.25,-0.05,425,22344375
2086,09:47:31,525.76,-4.25,0.01,48,2553091
2085,09:47:34,525.76,-4.25,0.0,58,3052037
2084,09:47:37,525.74,-4.25,-0.02,46,2418404
2083,09:47:40,525.75,-4.25,0.01,88,4671289
2082,09:47:43,525.76,-4.25,0.01,27,1419552
2081,09:47:46,525.77,-4.25,0.01,53,2786581
2080,09:47:49,525.8,-4.24,0.03,51,2681580
2079,09:47:52,525.8,-4.24,0.0,29,1524820
2078,09:47:55,525.77,-4.25,-0.03,149,7833973
2077,09:47:58,525.72,-4.26,-0.05,294,15463002
2076,09:48:01,525.83,-4.24,0.11,307,16174531
2075,09:48:04,525.76,-4.25,-0.07,121,6382726
2074,09:48:07,525.84,-4.23,0.08,60,3155040
2073,09:48:10,525.8,-4.24,-0.04,136,7150880
2072,09:48:13,525.82,-4.24,0.02,82,4361151
2071,09:48:16,525.82,-4.24,0.0,107,5626274
2070,09:48:19,525.79,-4.24,-0.03,42,2208318
2069,09:48:22,525.79,-4.24,0.0,40,2103160
2068,09:48:25,525.81,-4.24,0.02,57,2997117
2067,09:48:28,525.6,-4.28,-0.21,99,5203440
2066,09:48:31,525.78,-4.25,0.18,245,12911054
2065,09:48:34,525.75,-4.25,-0.03,42,2208150
2064,09:48:37,525.0,-4.39,-0.75,82,4338600
2063,09:48:40,525.0,-4.39,0.0,26,1383900
2062,09:48:43,525.5,-4.30,0.5,13,683150
2061,09:48:46,525.01,-4.39,-0.49,61,3202561
2060,09:48:49,525.52,-4.29,0.51,54,2837808
2059,09:48:52,525.01,-4.39,-0.51,82,4331333
2058,09:48:55,526.0,-4.21,0.99,79,4169076
2057,09:48:58,525.0,-4.39,-1.0,167,8813700
2056,09:49:01,525.0,-4.39,0.0,50,2625000
2055,09:49:04,525.0,-4.39,0.0,58,3045000
2054,09:49:07,525.0,-4.39,0.0,70,3689175
2053,09:49:10,525.01,-4.39,0.01,34,1785034
2052,09:49:13,525.0,-4.39,-0.01,13,682500
2051,09:49:16,525.03,-4.38,0.03,101,5344805
2050,09:49:19,525.0,-4.39,-0.03,94,4935000
2049,09:49:22,525.0,-4.39,0.0,38,2019675
2048,09:49:25,525.0,-4.39,0.0,36,1890000
2047,09:49:28,525.0,-4.39,0.0,33,1756650
2046,09:49:31,524.99,-4.39,-0.01,30,1574970
2045,09:49:34,525.0,-4.39,0.01,139,7297500
2044,09:49:37,524.92,-4.40,-0.08,17,892364
2043,09:49:40,524.99,-4.39,0.07,61,3202439
2042,09:49:43,524.7,-4.44,-0.29,60,3148200
2041,09:49:46,524.7,-4.44,0.0,23,1206810
2040,09:49:49,524.6,-4.46,-0.1,21,1101660
2039,09:49:52,524.0,-4.57,-0.6,102,5396676
2038,09:49:55,524.0,-4.57,0.0,25,1310000
2037,09:49:58,523.94,-4.58,-0.06,41,2148154
2036,09:49:58,523.94,-4.58,0.0,41,2148154
2035,09:50:01,523.94,-4.58,0.0,34,1781396
2034,09:50:04,523.95,-4.58,0.01,20,1047900
2033,09:50:07,523.81,-4.60,-0.14,22,1152382
2032,09:50:10,523.88,-4.59,0.07,20,1047760
2031,09:50:13,523.81,-4.60,-0.07,54,2828574
2030,09:50:16,523.95,-4.58,0.14,275,14408625
2029,09:50:19,523.83,-4.60,-0.12,186,9743238
2028,09:50:22,523.0,-4.75,-0.83,35,1830500
2027,09:50:25,523.0,-4.75,0.0,48,2510400
2026,09:50:28,523.0,-4.75,0.0,42,2196600
2025,09:50:31,523.0,-4.75,0.0,39,2039700
2024,09:50:34,522.95,-4.76,-0.05,34,1778030
2023,09:50:37,522.86,-4.78,-0.09,22,1150292
2022,09:50:40,523.0,-4.75,0.14,27,1412100
2021,09:50:43,522.88,-4.77,-0.12,104,5455207
2020,09:50:46,522.5,-4.84,-0.38,70,3692508
2019,09:50:49,522.02,-4.93,-0.48,195,10179390
2018,09:50:52,522.32,-4.88,0.3,130,6790160
2017,09:50:55,522.31,-4.88,-0.01,37,1932547
2016,09:50:58,522.01,-4.93,-0.3,31,1626583
2015,09:51:01,522.01,-4.93,0.0,136,7099336
2014,09:51:04,522.03,-4.93,0.02,31,1618293
2013,09:51:07,522.01,-4.93,-0.02,55,2882539
2012,09:51:10,522.01,-4.93,0.0,51,2662251
2011,09:51:13,522.03,-4.93,0.02,121,6361980
2010,09:51:16,522.03,-4.93,0.0,102,5324706
2009,09:51:19,522.03,-4.93,0.0,93,4854879
2008,09:51:22,522.03,-4.93,0.0,216,11275848
2007,09:51:25,522.88,-4.77,0.85,113,5908544
2006,09:51:28,522.25,-4.89,-0.63,32,1671200
2005,09:51:31,522.06,-4.92,-0.19,34,1775004
2004,09:51:34,522.03,-4.93,-0.03,22,1167781
2003,09:51:37,522.2,-4.90,0.17,41,2141020
2002,09:51:40,522.1,-4.92,-0.1,31,1618510
2001,09:51:43,522.28,-4.88,0.18,49,2559172
2000,09:51:46,522.15,-4.91,-0.13,30,1566450
1999,09:51:49,522.49,-4.84,0.34,15,790527
1998,09:51:52,522.2,-4.90,-0.29,31,1618820
1997,09:51:55,522.51,-4.84,0.31,71,3709821
1996,09:51:58,522.48,-4.85,-0.03,14,731472
1995,09:52:01,522.2,-4.90,-0.28,134,6997480
1994,09:52:04,522.2,-4.90,0.0,23,1229259
1993,09:52:07,522.2,-4.90,0.0,28,1462160
1992,09:52:10,522.0,-4.93,-0.2,158,8284662
1991,09:52:13,522.0,-4.93,0.0,34,1774800
1990,09:52:16,522.2,-4.90,0.2,80,4177600
1989,09:52:19,522.21,-4.90,0.01,141,7378827
1988,09:52:22,522.1,-4.92,-0.11,12,626520
1987,09:52:25,522.49,-4.84,0.39,17,888233
1986,09:52:28,522.0,-4.93,-0.49,107,5621940
1985,09:52:31,522.0,-4.93,0.0,5,261000
1984,09:52:34,522.0,-4.93,0.0,63,3288600
1983,09:52:37,521.97,-4.94,-0.03,18,939546
1982,09:52:40,521.8,-4.97,-0.17,38,1982840
1981,09:52:43,521.8,-4.97,0.0,17,887060
1980,09:52:46,521.82,-4.97,0.02,25,1304550
1979,09:52:49,521.77,-4.98,-0.05,4,208708
1978,09:52:52,521.77,-4.98,0.0,22,1147894
1977,09:52:55,521.8,-4.97,0.03,15,782700
1976,09:52:58,521.67,-4.99,-0.13,22,1147674
1975,09:53:01,521.67,-4.99,0.0,26,1356342
1974,09:53:04,521.63,-5.00,-0.04,86,4508448
1973,09:53:07,521.6,-5.01,-0.03,16,834560
1972,09:53:07,521.6,-5.01,0.0,16,834560
1971,09:53:07,521.6,-5.01,0.0,16,834560
1970,09:53:10,521.5,-5.02,-0.1,38,1981700
1969,09:53:13,521.5,-5.02,0.0,31,1616650
1968,09:53:16,521.5,-5.02,0.0,24,1286541
1967,09:53:19,521.27,-5.07,-0.23,8,417016
1966,09:53:22,521.01,-5.11,-0.26,202,10543158
1965,09:53:25,521.01,-5.11,0.0,13,677313
1964,09:53:28,521.0,-5.12,-0.01,29,1559353
1963,09:53:31,521.16,-5.09,0.16,80,4169280
1962,09:53:34,521.0,-5.12,-0.16,84,4398803
1961,09:53:37,521.01,-5.11,0.01,38,1979838
1960,09:53:40,521.01,-5.11,0.0,15,781515
1959,09:53:43,521.01,-5.11,0.0,184,9586584
1958,09:53:46,521.0,-5.12,-0.01,121,6304100
1957,09:53:49,521.0,-5.12,0.0,57,2969700
1956,09:53:52,521.01,-5.11,0.01,43,2240343
1955,09:53:55,521.0,-5.12,-0.01,139,7256488
1954,09:53:58,520.96,-5.12,-0.04,22,1146112
1953,09:54:01,520.94,-5.13,-0.02,26,1354444
1952,09:54:04,520.96,-5.12,0.02,61,3177856
1951,09:54:07,520.68,-5.17,-0.28,29,1509972
1950,09:54:10,520.68,-5.17,0.0,128,6664704
1949,09:54:13,520.8,-5.15,0.12,70,3645600
1948,09:54:16,520.59,-5.19,-0.21,47,2446773
1947,09:54:19,520.86,-5.14,0.27,99,5156514
1946,09:54:22,520.86,-5.14,0.0,83,4323138
1945,09:54:25,520.5,-5.21,-0.36,103,5361150
1944,09:54:28,520.52,-5.20,0.02,26,1353352
1943,09:54:31,520.61,-5.19,0.09,169,8798309
1942,09:54:34,520.61,-5.19,0.0,206,10754241
1941,09:54:37,520.5,-5.21,-0.11,16,832800
1940,09:54:40,520.3,-5.24,-0.2,271,14111577
1939,09:54:43,520.28,-5.25,-0.02,14,728392
1938,09:54:46,520.5,-5.21,0.22,39,2029950
1937,09:54:49,520.37,-5.23,-0.13,51,2697078
1936,09:54:52,520.49,-5.21,0.12,55,2871543
1935,09:54:55,520.25,-5.25,-0.24,70,3641750
1934,09:54:58,520.33,-5.24,0.08,109,5671597
1933,09:55:01,520.33,-5.24,0.0,38,1977254
1932,09:55:04,520.3,-5.24,-0.03,30,1568704
1931,09:55:07,520.36,-5.23,0.06,13,676468
1930,09:55:10,520.33,-5.24,-0.03,25,1300825
1929,09:55:13,520.3,-5.24,-0.03,76,3954280
1928,09:55:16,520.31,-5.24,0.01,26,1352806
1927,09:55:19,520.37,-5.23,0.06,29,1518440
1926,09:55:22,520.37,-5.23,0.0,59,3070183
1925,09:55:25,520.47,-5.21,0.1,23,1197081
1924,09:55:28,520.47,-5.21,0.0,47,2488888
1923,09:55:31,520.38,-5.23,-0.09,42,2185596
1922,09:55:34,520.32,-5.24,-0.06,19,988608
1921,09:55:37,520.37,-5.23,0.05,28,1465362
1920,09:55:40,520.3,-5.24,-0.07,41,2176935
1919,09:55:43,520.26,-5.25,-0.04,37,1976468
1918,09:55:46,520.25,-5.25,-0.01,380,19769500
1917,09:55:49,520.25,-5.25,0.0,335,17428375
1916,09:55:52,520.26,-5.25,0.01,69,3589794
1915,09:55:55,520.08,-5.28,-0.18,84,4368672
1914,09:55:58,520.0,-5.30,-0.08,205,10663640
1913,09:56:01,519.99,-5.30,-0.01,152,7903848
1912,09:56:04,520.0,-5.30,0.01,134,6968000
1911,09:56:07,520.0,-5.30,0.0,36,1872000
1910,09:56:10,520.0,-5.30,0.0,46,2392000
1909,09:56:13,519.99,-5.30,-0.01,79,4107921
1908,09:56:13,519.99,-5.30,0.0,79,4107921
1907,09:56:16,520.0,-5.30,0.01,268,13987480
1906,09:56:19,520.0,-5.30,0.0,40,2080000
1905,09:56:22,520.0,-5.30,0.0,118,6136000
1904,09:56:25,520.02,-5.29,0.02,53,2756106
1903,09:56:28,520.07,-5.29,0.05,233,12117631
1902,09:56:31,520.3,-5.24,0.23,59,3069770
1901,09:56:34,520.13,-5.27,-0.17,54,2808702
1900,09:56:37,520.32,-5.24,0.19,18,936576
1899,09:56:40,520.37,-5.23,0.05,64,3330368
1898,09:56:43,520.2,-5.26,-0.17,27,1404540
1897,09:56:46,520.11,-5.28,-0.09,15,781205
1896,09:56:49,520.2,-5.26,0.09,23,1219349
1895,09:56:52,520.12,-5.28,-0.08,45,2340540
1894,09:56:55,520.2,-5.26,0.08,26,1371247
1893,09:56:58,520.11,-5.28,-0.09,43,2245835
1892,09:57:01,520.11,-5.28,0.0,53,2756583
1891,09:57:04,520.11,-5.28,0.0,24,1273749
1890,09:57:07,520.11,-5.28,0.0,30,1560330
1889,09:57:10,520.11,-5.28,0.0,26,1352286
1888,09:57:13,520.11,-5.28,0.0,81,4239417
1887,09:57:16,520.12,-5.28,0.01,42,2184504
1886,09:57:19,520.11,-5.28,-0.01,20,1040220
1885,09:57:22,520.12,-5.28,0.01,77,4056416
1884,09:57:25,520.11,-5.28,-0.01,166,8633826
1883,09:57:28,520.11,-5.28,0.0,114,5929254
1882,09:57:31,520.2,-5.26,0.09,6,312120
1881,09:57:34,520.15,-5.27,-0.05,20,1040300
1880,09:57:37,520.14,-5.27,-0.01,10,520140
1879,09:57:40,520.19,-5.26,0.05,20,1040380
1878,09:57:43,520.2,-5.26,0.01,26,1352520
1877,09:57:46,520.13,-5.27,-0.07,9,468117
1876,09:57:49,520.14,-5.27,0.01,31,1631159
1875,09:57:52,520.2,-5.26,0.06,43,2236860
1874,09:57:55,520.2,-5.26,0.0,9,468180
1873,09:57:58,520.2,-5.26,0.0,6,312120
1872,09:58:01,520.22,-5.26,0.02,12,624264
1871,09:58:04,520.2,-5.26,-0.02,24,1248480
1870,09:58:07,520.2,-5.26,0.0,78,4057560
1869,09:58:10,520.2,-5.26,0.0,20,1040400
1868,09:58:13,520.12,-5.28,-0.08,42,2184504
1867,09:58:16,520.12,-5.28,0.0,24,1248288
1866,09:58:19,520.2,-5.26,0.08,26,1355121
1865,09:58:22,520.12,-5.28,-0.08,10,550807
1864,09:58:25,520.12,-5.28,0.0,29,1508348
1863,09:58:28,520.12,-5.28,0.0,14,728168
1862,09:58:31,520.12,-5.28,0.0,25,1300300
1861,09:58:34,520.2,-5.26,0.08,23,1196460
1860,09:58:37,520.12,-5.28,-0.08,9,474349
1859,09:58:40,520.12,-5.28,0.0,29,1554119
1858,09:58:43,520.11,-5.28,-0.01,26,1352286
1857,09:58:46,520.11,-5.28,0.0,10,521670
1856,09:58:49,520.1,-5.28,-0.01,8,416080
1855,09:58:52,520.1,-5.28,0.0,19,988190
1854,09:58:55,520.1,-5.28,0.0,34,1819310
1853,09:58:58,520.08,-5.28,-0.02,31,1612248
1852,09:59:01,520.1,-5.28,0.02,39,2028390
1851,09:59:04,520.07,-5.29,-0.03,15,780105
1850,09:59:07,520.07,-5.29,0.0,10,520070
1849,09:59:10,520.07,-5.29,0.0,44,2288308
1848,09:59:13,520.04,-5.29,-0.03,13,676052
1847,09:59:16,520.03,-5.29,-0.01,6,340620
1846,09:59:19,520.02,-5.29,-0.01,38,1976076
1845,09:59:22,520.02,-5.29,0.0,12,647425
1844,09:59:22,520.02,-5.29,0.0,12,647425
1843,09:59:22,520.02,-5.29,0.0,12,647425
1842,09:59:25,520.01,-5.30,-0.01,309,16079229
1841,09:59:28,520.0,-5.30,-0.01,364,18965960
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53,11:27:14,517.2,-5.81,0.69,89,4603080
52,11:27:17,516.52,-5.93,-0.68,21,1084692
51,11:27:20,516.63,-5.91,0.11,24,1239912
50,11:27:23,517.0,-5.84,0.37,5,258500
49,11:27:26,517.0,-5.84,0.0,1,51700
48,11:27:29,517.2,-5.81,0.2,7,412726
47,11:27:32,517.2,-5.81,0.0,0,29480
46,11:27:35,517.07,-5.83,-0.13,9,465363
45,11:27:38,517.22,-5.80,0.15,5,258610
44,11:27:41,517.2,-5.81,-0.02,4,206880
43,11:27:44,517.21,-5.81,0.01,5,258605
42,11:27:47,517.24,-5.80,0.03,6,328965
41,11:27:50,517.22,-5.80,-0.02,6,310332
40,11:27:53,517.21,-5.81,-0.01,6,310326
39,11:27:56,517.87,-5.69,0.66,64,3314368
38,11:27:59,517.21,-5.81,-0.66,14,724094
37,11:28:02,517.64,-5.73,0.43,2,103528
36,11:28:05,517.25,-5.80,-0.39,6,310350
35,11:28:08,517.3,-5.79,0.05,4,206920
34,11:28:11,517.28,-5.79,-0.02,6,310368
33,11:28:14,517.28,-5.79,0.0,4,206912
32,11:28:17,517.64,-5.73,0.36,23,1190572
31,11:28:20,517.28,-5.79,-0.36,6,310368
30,11:28:23,517.64,-5.73,0.36,1,51764
29,11:28:26,517.35,-5.78,-0.29,2,103470
28,11:28:29,517.53,-5.75,0.18,8,414024
27,11:28:32,517.53,-5.75,0.0,3,155259
26,11:28:35,517.53,-5.75,0.0,2,103506
25,11:28:38,517.5,-5.75,-0.03,4,207000
24,11:28:41,517.53,-5.75,0.03,27,1397331
23,11:28:44,517.53,-5.75,0.0,2,103506
22,11:28:50,517.53,-5.75,0.0,2,134040
21,11:28:53,517.53,-5.75,0.0,14,724542
20,11:28:56,517.62,-5.73,0.09,2,103524
19,11:28:59,517.51,-5.75,-0.11,42,2194760
18,11:29:02,517.53,-5.75,0.02,99,5123547
17,11:29:05,517.65,-5.73,0.12,9,465885
16,11:29:08,517.6,-5.73,-0.05,2,103520
15,11:29:11,517.6,-5.73,0.0,2,103520
14,11:29:14,517.6,-5.73,0.0,1,51760
13,11:29:17,517.84,-5.69,0.24,1,51784
12,11:29:20,518.0,-5.66,0.16,7,362600
11,11:29:23,518.01,-5.66,0.01,10,518010
10,11:29:26,518.13,-5.64,0.12,3,155439
9,11:29:32,518.0,-5.66,-0.13,6,318570
8,11:29:35,518.15,-5.63,0.15,3,155445
7,11:29:38,518.0,-5.66,-0.15,17,880600
6,11:29:41,518.13,-5.64,0.13,5,259065
5,11:29:44,518.5,-5.57,0.37,1,51850
4,11:29:47,518.2,-5.63,-0.3,5,259100
3,11:29:53,518.86,-5.51,0.66,2,103772
2,11:29:56,518.2,-5.63,-0.66,1,51820
1,11:29:59,518.15,-5.63,-0.05,7,362705
0,11:29:59,518.15,-5.63,0.0,1,51815

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