data_analyze_platform/USER/SPF/alibaba/07BatSafetyWarning/电压离群.txt

                 time     sn                                          VolOl_Uni                                        VolChng_Uni
0 2022-04-26 16:00:00  LS001  [-2.32,0.44,0.54,0.73,0.54,-1.11,-0.98,-1.07,-...  [-0.0,0.0,0.0,0.0,0.0,-0.0,-0.0,-0.0,-0.0,-0.0...
1 2022-04-26 17:00:00  LS001  [1.28,-0.76,-0.74,-0.79,-0.72,1.33,1.39,1.33,1...  [0.01,-0.01,-0.01,-0.01,-0.01,0.01,0.01,0.01,0...
2 2022-04-26 18:00:00  LS001  [0.79,-0.86,-0.58,-0.82,-0.54,1.21,1.63,1.06,1...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
3 2022-04-26 19:00:00  LS001  [0.46,-1.01,-0.51,-0.97,-0.49,1.4,1.7,1.19,1.5...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
4 2022-04-26 20:00:00  LS001  [0.35,-0.94,-0.49,-0.88,-0.25,1.43,1.61,1.2,1....  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
5 2022-04-26 21:00:00  LS001  [0.28,-0.89,-0.63,-0.75,0.06,1.39,1.25,1.15,1....  [0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0....
                 time     sn                                          VolOl_Uni                                        VolChng_Uni
0 2022-04-26 22:00:00  LS001  [0.53,-0.9,-0.62,-0.85,-0.38,1.41,1.54,1.19,1....  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
1 2022-04-26 23:00:00  LS001  [0.7,-0.87,-0.56,-0.88,-0.55,1.4,1.67,1.18,1.4...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
2 2022-04-27 00:00:00  LS001  [0.77,-0.86,-0.56,-0.89,-0.54,1.37,1.68,1.19,1...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
3 2022-04-27 01:00:00  LS001  [0.83,-0.87,-0.61,-0.9,-0.5,1.36,1.66,1.2,1.49...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.01,0.0,0.0,0.0,...
4 2022-04-27 02:00:00  LS001  [0.87,-0.93,-0.77,-0.89,-0.38,1.29,1.6,1.21,1....  [0.0,-0.0,-0.0,-0.0,-0.0,0.01,0.01,0.0,0.01,0....
5 2022-04-27 03:00:00  LS001  [0.9,-0.94,-0.82,-0.85,-0.41,1.27,1.6,1.23,1.5...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
                 time     sn                                          VolOl_Uni                                        VolChng_Uni
0 2022-04-27 10:00:00  LS001  [-1.11,1.21,-0.19,1.32,0.19,-0.83,-2.21,-0.94,...  [-0.0,0.0,-0.0,0.0,0.0,-0.0,-0.01,-0.0,-0.0,-0...
1 2022-04-27 11:00:00  LS001  [-1.4,-2.03,0.46,-1.31,0.19,0.13,0.84,0.47,1.0...  [-0.0,-0.0,0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0....
2 2022-04-27 12:00:00  LS001  [-1.12,0.78,0.43,1.26,0.56,-1.21,-0.84,-1.06,-...  [-0.0,0.0,0.0,0.0,0.0,-0.0,-0.0,-0.0,-0.0,-0.0...
3 2022-04-27 13:00:00  LS001  [-2.0,-0.55,0.24,-0.33,-0.35,1.74,-0.83,1.58,-...  [-0.0,-0.0,0.0,-0.0,-0.0,0.0,-0.0,0.0,-0.0,-0....
4 2022-04-27 14:00:00  LS001  [0.12,-0.82,-0.43,-0.96,-0.65,1.57,1.52,1.17,1...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
5 2022-04-27 15:00:00  LS001  [0.34,-0.94,-0.53,-0.93,-0.51,1.39,1.67,1.15,1...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
                 time     sn                                          VolOl_Uni                                        VolChng_Uni
0 2022-04-27 16:00:00  LS001  [0.29,-0.98,-0.68,-0.9,-0.36,1.37,1.74,1.2,1.6...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
1 2022-04-27 17:00:00  LS001  [0.33,-0.94,-1.03,-0.62,0.15,1.36,1.11,1.2,1.1...  [0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0....
2 2022-04-27 18:00:00  LS001  [0.42,-0.95,-0.71,-0.74,-0.15,1.31,1.46,1.22,1...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
3 2022-04-27 19:00:00  LS001  [0.47,-0.85,-0.53,-0.84,-0.43,1.31,1.73,1.13,1...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
4 2022-04-27 20:00:00  LS001  [0.49,-0.72,-0.45,-0.91,-0.52,1.35,1.79,1.05,1...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
5 2022-04-27 21:00:00  LS001  [0.53,-0.65,-0.47,-0.99,-0.49,1.35,1.76,0.99,1...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
                 time     sn                                          VolOl_Uni                                        VolChng_Uni
0 2022-04-26 16:00:00  LS001  [-2.32,0.44,0.54,0.73,0.54,-1.11,-0.98,-1.07,-...  [-0.0,0.0,0.0,0.0,0.0,-0.0,-0.0,-0.0,-0.0,-0.0...
1 2022-04-26 17:00:00  LS001  [1.28,-0.76,-0.74,-0.79,-0.72,1.33,1.39,1.33,1...  [0.01,-0.01,-0.01,-0.01,-0.01,0.01,0.01,0.01,0...
2 2022-04-26 18:00:00  LS001  [0.79,-0.86,-0.58,-0.82,-0.54,1.21,1.63,1.06,1...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
3 2022-04-26 19:00:00  LS001  [0.46,-1.01,-0.51,-0.97,-0.49,1.4,1.7,1.19,1.5...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
4 2022-04-26 20:00:00  LS001  [0.35,-0.94,-0.49,-0.88,-0.25,1.43,1.61,1.2,1....  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
5 2022-04-26 21:00:00  LS001  [0.28,-0.89,-0.63,-0.75,0.06,1.39,1.25,1.15,1....  [0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0....
                 time     sn                                          VolOl_Uni                                        VolChng_Uni
0 2022-04-26 22:00:00  LS001  [0.53,-0.9,-0.62,-0.85,-0.38,1.41,1.54,1.19,1....  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
1 2022-04-26 23:00:00  LS001  [0.7,-0.87,-0.56,-0.88,-0.55,1.4,1.67,1.18,1.4...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
2 2022-04-27 00:00:00  LS001  [0.77,-0.86,-0.56,-0.89,-0.54,1.37,1.68,1.19,1...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
3 2022-04-27 01:00:00  LS001  [0.83,-0.87,-0.61,-0.9,-0.5,1.36,1.66,1.2,1.49...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.01,0.0,0.0,0.0,...
4 2022-04-27 02:00:00  LS001  [0.87,-0.93,-0.77,-0.89,-0.38,1.29,1.6,1.21,1....  [0.0,-0.0,-0.0,-0.0,-0.0,0.01,0.01,0.0,0.01,0....
5 2022-04-27 03:00:00  LS001  [0.9,-0.94,-0.82,-0.85,-0.41,1.27,1.6,1.23,1.5...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
                 time     sn                                          VolOl_Uni                                        VolChng_Uni
0 2022-04-26 16:00:00  LS001  [-2.32,0.44,0.54,0.73,0.54,-1.11,-0.98,-1.07,-...  [-0.0,0.0,0.0,0.0,0.0,-0.0,-0.0,-0.0,-0.0,-0.0...
1 2022-04-26 17:00:00  LS001  [1.28,-0.76,-0.74,-0.79,-0.72,1.33,1.39,1.33,1...  [0.01,-0.01,-0.01,-0.01,-0.01,0.01,0.01,0.01,0...
2 2022-04-26 18:00:00  LS001  [0.79,-0.86,-0.58,-0.82,-0.54,1.21,1.63,1.06,1...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
3 2022-04-26 19:00:00  LS001  [0.46,-1.01,-0.51,-0.97,-0.49,1.4,1.7,1.19,1.5...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
4 2022-04-26 20:00:00  LS001  [0.35,-0.94,-0.49,-0.88,-0.25,1.43,1.61,1.2,1....  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
5 2022-04-26 21:00:00  LS001  [0.28,-0.89,-0.63,-0.75,0.06,1.39,1.25,1.15,1....  [0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0....
                 time     sn                                          VolOl_Uni                                        VolChng_Uni
0 2022-04-26 22:00:00  LS001  [0.53,-0.9,-0.62,-0.85,-0.38,1.41,1.54,1.19,1....  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
1 2022-04-26 23:00:00  LS001  [0.7,-0.87,-0.56,-0.88,-0.55,1.4,1.67,1.18,1.4...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
2 2022-04-27 00:00:00  LS001  [0.77,-0.86,-0.56,-0.89,-0.54,1.37,1.68,1.19,1...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
3 2022-04-27 01:00:00  LS001  [0.83,-0.87,-0.61,-0.9,-0.5,1.36,1.66,1.2,1.49...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.01,0.0,0.0,0.0,...
4 2022-04-27 02:00:00  LS001  [0.87,-0.93,-0.77,-0.89,-0.38,1.29,1.6,1.21,1....  [0.0,-0.0,-0.0,-0.0,-0.0,0.01,0.01,0.0,0.01,0....
5 2022-04-27 03:00:00  LS001  [0.9,-0.94,-0.82,-0.85,-0.41,1.27,1.6,1.23,1.5...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
                 time     sn                                          VolOl_Uni                                        VolChng_Uni
0 2022-04-27 10:00:00  LS001  [-1.11,1.21,-0.19,1.32,0.19,-0.83,-2.21,-0.94,...  [-0.0,0.0,-0.0,0.0,0.0,-0.0,-0.01,-0.0,-0.0,-0...
1 2022-04-27 11:00:00  LS001  [-1.4,-2.03,0.46,-1.31,0.19,0.13,0.84,0.47,1.0...  [-0.0,-0.0,0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0....
2 2022-04-27 12:00:00  LS001  [-1.12,0.78,0.43,1.26,0.56,-1.21,-0.84,-1.06,-...  [-0.0,0.0,0.0,0.0,0.0,-0.0,-0.0,-0.0,-0.0,-0.0...
3 2022-04-27 13:00:00  LS001  [-2.0,-0.55,0.24,-0.33,-0.35,1.74,-0.83,1.58,-...  [-0.0,-0.0,0.0,-0.0,-0.0,0.0,-0.0,0.0,-0.0,-0....
4 2022-04-27 14:00:00  LS001  [0.12,-0.82,-0.43,-0.96,-0.65,1.57,1.52,1.17,1...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
5 2022-04-27 15:00:00  LS001  [0.34,-0.94,-0.53,-0.93,-0.51,1.39,1.67,1.15,1...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
                 time     sn                                          VolOl_Uni                                        VolChng_Uni
0 2022-04-27 16:00:00  LS001  [0.29,-0.98,-0.68,-0.9,-0.36,1.37,1.74,1.2,1.6...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
1 2022-04-27 17:00:00  LS001  [0.33,-0.94,-1.03,-0.62,0.15,1.36,1.11,1.2,1.1...  [0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0....
2 2022-04-27 18:00:00  LS001  [0.42,-0.95,-0.71,-0.74,-0.15,1.31,1.46,1.22,1...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
3 2022-04-27 19:00:00  LS001  [0.47,-0.85,-0.53,-0.84,-0.43,1.31,1.73,1.13,1...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
4 2022-04-27 20:00:00  LS001  [0.49,-0.72,-0.45,-0.91,-0.52,1.35,1.79,1.05,1...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
5 2022-04-27 21:00:00  LS001  [0.53,-0.65,-0.47,-0.99,-0.49,1.35,1.76,0.99,1...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
                 time     sn                                          VolOl_Uni                                        VolChng_Uni
0 2022-04-27 12:00:00  LS001  [-1.12,0.78,0.43,1.26,0.56,-1.21,-0.84,-1.06,-...  [-0.0,0.0,0.0,0.0,0.0,-0.0,-0.0,-0.0,-0.0,-0.0...
1 2022-04-27 13:00:00  LS001  [-2.0,-0.55,0.24,-0.33,-0.35,1.74,-0.83,1.58,-...  [-0.0,-0.0,0.0,-0.0,-0.0,0.0,-0.0,0.0,-0.0,-0....
2 2022-04-27 14:00:00  LS001  [0.12,-0.82,-0.43,-0.96,-0.65,1.57,1.52,1.17,1...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
3 2022-04-27 15:00:00  LS001  [0.34,-0.94,-0.53,-0.93,-0.51,1.39,1.67,1.15,1...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
4 2022-04-27 16:00:00  LS001  [0.29,-0.98,-0.68,-0.9,-0.36,1.37,1.74,1.2,1.6...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
5 2022-04-27 17:00:00  LS001  [0.33,-0.94,-1.03,-0.62,0.15,1.36,1.11,1.2,1.1...  [0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0....
                 time     sn                                          VolOl_Uni                                        VolChng_Uni
0 2022-04-27 12:00:00  LS001  [-1.12,0.78,0.43,1.26,0.56,-1.21,-0.84,-1.06,-...  [-0.0,0.0,0.0,0.0,0.0,-0.0,-0.0,-0.0,-0.0,-0.0...
1 2022-04-27 13:00:00  LS001  [-2.0,-0.55,0.24,-0.33,-0.35,1.74,-0.83,1.58,-...  [-0.0,-0.0,0.0,-0.0,-0.0,0.0,-0.0,0.0,-0.0,-0....
2 2022-04-27 14:00:00  LS001  [0.12,-0.82,-0.43,-0.96,-0.65,1.57,1.52,1.17,1...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
3 2022-04-27 15:00:00  LS001  [0.34,-0.94,-0.53,-0.93,-0.51,1.39,1.67,1.15,1...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
4 2022-04-27 16:00:00  LS001  [0.29,-0.98,-0.68,-0.9,-0.36,1.37,1.74,1.2,1.6...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
5 2022-04-27 17:00:00  LS001  [0.33,-0.94,-1.03,-0.62,0.15,1.36,1.11,1.2,1.1...  [0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0....
                 time     sn                                          VolOl_Uni                                        VolChng_Uni
0 2022-04-28 12:00:00  LS001  [-0.56,1.81,0.26,1.47,-0.51,-1.37,-2.17,-1.26,...  [-0.0,0.0,0.0,0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0....
1 2022-04-28 13:00:00  LS001  [0.29,-0.03,-0.28,-0.23,-0.83,0.31,1.28,0.28,0...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
2 2022-04-28 14:00:00  LS001  [0.46,-0.66,-0.68,-0.71,-0.77,0.46,1.68,0.46,0...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
3 2022-04-28 15:00:00  LS001  [0.43,-0.77,-0.69,-0.75,-0.79,0.43,1.65,0.43,0...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
4 2022-04-28 16:00:00  LS001  [0.2,-0.55,-0.26,-0.41,-1.04,0.5,1.46,0.21,1.4...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
5 2022-04-28 17:00:00  LS001  [-0.13,-0.19,-0.14,-0.16,-0.69,1.2,1.27,0.72,1...  [-0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,...
                 time     sn                                          VolOl_Uni                                        VolChng_Uni
0 2022-04-27 12:00:00  LS001  [-1.12,0.78,0.43,1.26,0.56,-1.21,-0.84,-1.06,-...  [-0.0,0.0,0.0,0.0,0.0,-0.0,-0.0,-0.0,-0.0,-0.0...
1 2022-04-27 13:00:00  LS001  [-2.0,-0.55,0.24,-0.33,-0.35,1.74,-0.83,1.58,-...  [-0.0,-0.0,0.0,-0.0,-0.0,0.0,-0.0,0.0,-0.0,-0....
2 2022-04-27 14:00:00  LS001  [0.12,-0.82,-0.43,-0.96,-0.65,1.57,1.52,1.17,1...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
3 2022-04-27 15:00:00  LS001  [0.34,-0.94,-0.53,-0.93,-0.51,1.39,1.67,1.15,1...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
4 2022-04-27 16:00:00  LS001  [0.29,-0.98,-0.68,-0.9,-0.36,1.37,1.74,1.2,1.6...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
5 2022-04-27 17:00:00  LS001  [0.33,-0.94,-1.03,-0.62,0.15,1.36,1.11,1.2,1.1...  [0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0....
                 time     sn                                          VolOl_Uni                                        VolChng_Uni
0 2022-04-28 12:00:00  LS001  [-0.56,1.81,0.26,1.47,-0.51,-1.37,-2.17,-1.26,...  [-0.0,0.0,0.0,0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0....
1 2022-04-28 13:00:00  LS001  [0.29,-0.03,-0.28,-0.23,-0.83,0.31,1.28,0.28,0...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
2 2022-04-28 14:00:00  LS001  [0.46,-0.66,-0.68,-0.71,-0.77,0.46,1.68,0.46,0...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
3 2022-04-28 15:00:00  LS001  [0.43,-0.77,-0.69,-0.75,-0.79,0.43,1.65,0.43,0...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
4 2022-04-28 16:00:00  LS001  [0.2,-0.55,-0.26,-0.41,-1.04,0.5,1.46,0.21,1.4...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
5 2022-04-28 17:00:00  LS001  [-0.13,-0.19,-0.14,-0.16,-0.69,1.2,1.27,0.72,1...  [-0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,...
                 time     sn                                          VolOl_Uni                                        VolChng_Uni
0 2022-04-27 12:00:00  LS001  [-1.12,0.78,0.43,1.26,0.56,-1.21,-0.84,-1.06,-...  [-0.0,0.0,0.0,0.0,0.0,-0.0,-0.0,-0.0,-0.0,-0.0...
1 2022-04-27 13:00:00  LS001  [-2.0,-0.55,0.24,-0.33,-0.35,1.74,-0.83,1.58,-...  [-0.0,-0.0,0.0,-0.0,-0.0,0.0,-0.0,0.0,-0.0,-0....
2 2022-04-27 14:00:00  LS001  [0.12,-0.82,-0.43,-0.96,-0.65,1.57,1.52,1.17,1...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
3 2022-04-27 15:00:00  LS001  [0.34,-0.94,-0.53,-0.93,-0.51,1.39,1.67,1.15,1...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
4 2022-04-27 16:00:00  LS001  [0.29,-0.98,-0.68,-0.9,-0.36,1.37,1.74,1.2,1.6...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
5 2022-04-27 17:00:00  LS001  [0.33,-0.94,-1.03,-0.62,0.15,1.36,1.11,1.2,1.1...  [0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0....
                 time     sn                                          VolOl_Uni                                        VolChng_Uni
0 2022-04-28 12:00:00  LS001  [-0.56,1.81,0.26,1.47,-0.51,-1.37,-2.17,-1.26,...  [-0.0,0.0,0.0,0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0....
1 2022-04-28 13:00:00  LS001  [0.29,-0.03,-0.28,-0.23,-0.83,0.31,1.28,0.28,0...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
2 2022-04-28 14:00:00  LS001  [0.46,-0.66,-0.68,-0.71,-0.77,0.46,1.68,0.46,0...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
3 2022-04-28 15:00:00  LS001  [0.43,-0.77,-0.69,-0.75,-0.79,0.43,1.65,0.43,0...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
4 2022-04-28 16:00:00  LS001  [0.2,-0.55,-0.26,-0.41,-1.04,0.5,1.46,0.21,1.4...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
5 2022-04-28 17:00:00  LS001  [-0.13,-0.19,-0.14,-0.16,-0.69,1.2,1.27,0.72,1...  [-0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,...
                 time     sn                                          VolOl_Uni                                        VolChng_Uni
0 2022-04-27 12:00:00  LS001  [-1.12,0.78,0.43,1.26,0.56,-1.21,-0.84,-1.06,-...  [-0.0,0.0,0.0,0.0,0.0,-0.0,-0.0,-0.0,-0.0,-0.0...
1 2022-04-27 13:00:00  LS001  [-2.0,-0.55,0.24,-0.33,-0.35,1.74,-0.83,1.58,-...  [-0.0,-0.0,0.0,-0.0,-0.0,0.0,-0.0,0.0,-0.0,-0....
2 2022-04-27 14:00:00  LS001  [0.12,-0.82,-0.43,-0.96,-0.65,1.57,1.52,1.17,1...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
3 2022-04-27 15:00:00  LS001  [0.34,-0.94,-0.53,-0.93,-0.51,1.39,1.67,1.15,1...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
4 2022-04-27 16:00:00  LS001  [0.29,-0.98,-0.68,-0.9,-0.36,1.37,1.74,1.2,1.6...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
5 2022-04-27 17:00:00  LS001  [0.33,-0.94,-1.03,-0.62,0.15,1.36,1.11,1.2,1.1...  [0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0....
                 time     sn                                          VolOl_Uni                                        VolChng_Uni
0 2022-04-28 12:00:00  LS001  [-0.56,1.81,0.26,1.47,-0.51,-1.37,-2.17,-1.26,...  [-0.0,0.0,0.0,0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0....
1 2022-04-28 13:00:00  LS001  [0.29,-0.03,-0.28,-0.23,-0.83,0.31,1.28,0.28,0...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
2 2022-04-28 14:00:00  LS001  [0.46,-0.66,-0.68,-0.71,-0.77,0.46,1.68,0.46,0...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
3 2022-04-28 15:00:00  LS001  [0.43,-0.77,-0.69,-0.75,-0.79,0.43,1.65,0.43,0...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
4 2022-04-28 16:00:00  LS001  [0.2,-0.55,-0.26,-0.41,-1.04,0.5,1.46,0.21,1.4...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
5 2022-04-28 17:00:00  LS001  [-0.13,-0.19,-0.14,-0.16,-0.69,1.2,1.27,0.72,1...  [-0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,...
                 time     sn                                          VolOl_Uni                                        VolChng_Uni
0 2022-04-27 12:00:00  LS001  [-1.12,0.78,0.43,1.26,0.56,-1.21,-0.84,-1.06,-...  [-0.0,0.0,0.0,0.0,0.0,-0.0,-0.0,-0.0,-0.0,-0.0...
1 2022-04-27 13:00:00  LS001  [-2.0,-0.55,0.24,-0.33,-0.35,1.74,-0.83,1.58,-...  [-0.0,-0.0,0.0,-0.0,-0.0,0.0,-0.0,0.0,-0.0,-0....
2 2022-04-27 14:00:00  LS001  [0.12,-0.82,-0.43,-0.96,-0.65,1.57,1.52,1.17,1...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
3 2022-04-27 15:00:00  LS001  [0.34,-0.94,-0.53,-0.93,-0.51,1.39,1.67,1.15,1...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
4 2022-04-27 16:00:00  LS001  [0.29,-0.98,-0.68,-0.9,-0.36,1.37,1.74,1.2,1.6...  [0.0,-0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0...
5 2022-04-27 17:00:00  LS001  [0.33,-0.94,-1.03,-0.62,0.15,1.36,1.11,1.2,1.1...  [0.0,-0.0,-0.0,-0.0,0.0,0.0,0.0,0.0,0.0,0.0,0....
                 time     sn                                          VolOl_Uni                                        VolChng_Uni
0 2022-04-26 18:00:00  LS002  [1.05,-0.68,-0.13,-0.15,0.3,-0.69,0.03,-0.62,-...  [0.0,-0.0,-0.0,-0.0,0.0,-0.0,0.0,-0.0,-0.0,0.0...
1 2022-04-26 19:00:00  LS002  [1.03,-0.54,-0.21,-0.23,-0.47,-0.64,0.01,-0.73...  [0.0,-0.0,-0.0,-0.0,-0.0,-0.0,0.0,-0.0,-0.0,0....
2 2022-04-26 20:00:00  LS002  [1.05,-0.47,-0.16,-0.17,-0.5,-0.58,0.06,-0.72,...  [0.0,-0.0,-0.0,-0.0,-0.0,-0.0,0.0,-0.0,-0.0,0....
3 2022-04-26 21:00:00  LS002  [1.05,-0.54,0.16,-0.31,-0.48,-0.51,0.24,-0.64,...  [0.0,-0.0,0.0,-0.0,-0.0,-0.0,0.0,-0.0,-0.0,-0....
4 2022-04-26 22:00:00  LS002  [1.08,-0.48,-0.03,-0.19,-0.59,-0.55,0.12,-0.65...  [0.0,-0.0,-0.0,-0.0,-0.0,-0.0,0.0,-0.0,-0.0,0....
5 2022-04-26 23:00:00  LS002  [1.18,-0.35,-0.18,-0.08,-0.66,-0.56,0.06,-0.67...  [0.0,-0.0,-0.0,-0.0,-0.0,-0.0,0.0,-0.0,-0.0,0....
                 time     sn                                          VolOl_Uni                                        VolChng_Uni
0 2022-04-27 12:00:00  LS002  [-1.6,0.47,0.03,0.19,0.52,0.4,-0.63,0.74,-0.39...  [-0.0,0.0,0.0,0.0,0.0,0.0,-0.0,0.0,-0.0,-0.0,-...
1 2022-04-27 13:00:00  LS002  [0.94,-0.65,-0.96,-0.81,1.46,-1.07,-1.76,-1.18...  [0.0,-0.0,-0.0,-0.0,0.0,-0.0,-0.0,-0.0,-0.0,-0...
2 2022-04-27 14:00:00  LS002  [0.65,-0.6,-0.07,-0.5,-0.34,-0.64,0.0,-0.79,-0...  [0.0,-0.0,-0.0,-0.0,-0.0,-0.0,0.0,-0.0,-0.0,0....
3 2022-04-27 15:00:00  LS002  [0.89,-0.44,-0.28,-0.13,-0.33,-0.74,-0.02,-0.8...  [0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,0...
4 2022-04-27 16:00:00  LS002  [0.88,-0.36,-0.34,0.01,-0.29,-0.65,-0.05,-0.89...  [0.0,-0.0,-0.0,0.0,-0.0,-0.0,-0.0,-0.0,-0.0,0....
5 2022-04-27 17:00:00  LS002  [1.04,-0.53,0.14,-0.21,-0.37,-0.5,0.18,-0.66,-...  [0.0,-0.0,0.0,-0.0,-0.0,-0.0,0.0,-0.0,-0.0,-0....
                 time     sn                                          VolOl_Uni                                        VolChng_Uni
0 2022-04-28 12:00:00  LS002  [-1.16,-0.77,0.58,-0.44,0.79,-0.38,-0.1,-0.21,...  [-0.0,-0.0,0.0,-0.0,0.0,-0.0,-0.0,-0.0,-0.0,-0...
1 2022-04-28 13:00:00  LS002  [-1.92,0.0,0.28,0.16,0.61,0.42,-0.35,0.77,-0.1...  [-0.0,0.0,0.0,0.0,0.0,0.0,-0.0,0.0,-0.0,-0.0,-...
2 2022-04-28 14:00:00  LS002  [0.87,-0.38,0.42,-0.34,-0.38,0.14,0.38,-0.08,0...  [0.0,-0.0,0.0,-0.0,-0.0,0.0,0.0,-0.0,0.0,0.0,0...
3 2022-04-28 15:00:00  LS002  [-0.09,-0.86,-0.98,-0.79,2.27,-0.87,-1.24,-1.2...  [-0.0,-0.0,-0.0,-0.0,0.0,-0.0,-0.0,-0.0,-0.0,-...
4 2022-04-28 16:00:00  LS002  [-0.46,-0.83,-0.85,-0.61,2.22,-0.67,-0.73,-1.0...  [-0.0,-0.0,-0.0,-0.0,0.0,-0.0,-0.0,-0.0,-0.0,-...
5 2022-04-28 17:00:00  LS002  [-0.3,-0.61,-0.66,-0.3,2.08,-0.31,-0.3,-1.44,-...  [-0.0,-0.0,-0.0,-0.0,0.0,-0.0,-0.0,-0.0,-0.0,-...
                 time     sn                                          VolOl_Uni                                        VolChng_Uni
0 2022-04-26 18:00:00  LS002  [1.05,-0.68,-0.13,-0.15,0.3,-0.69,0.03,-0.62,-...  [0.0,-0.0,-0.0,-0.0,0.0,-0.0,0.0,-0.0,-0.0,0.0...
1 2022-04-26 19:00:00  LS002  [1.03,-0.54,-0.21,-0.23,-0.47,-0.64,0.01,-0.73...  [0.0,-0.0,-0.0,-0.0,-0.0,-0.0,0.0,-0.0,-0.0,0....
2 2022-04-26 20:00:00  LS002  [1.05,-0.47,-0.16,-0.17,-0.5,-0.58,0.06,-0.72,...  [0.0,-0.0,-0.0,-0.0,-0.0,-0.0,0.0,-0.0,-0.0,0....
3 2022-04-26 21:00:00  LS002  [1.05,-0.54,0.16,-0.31,-0.48,-0.51,0.24,-0.64,...  [0.0,-0.0,0.0,-0.0,-0.0,-0.0,0.0,-0.0,-0.0,-0....
4 2022-04-26 22:00:00  LS002  [1.08,-0.48,-0.03,-0.19,-0.59,-0.55,0.12,-0.65...  [0.0,-0.0,-0.0,-0.0,-0.0,-0.0,0.0,-0.0,-0.0,0....
5 2022-04-26 23:00:00  LS002  [1.18,-0.35,-0.18,-0.08,-0.66,-0.56,0.06,-0.67...  [0.0,-0.0,-0.0,-0.0,-0.0,-0.0,0.0,-0.0,-0.0,0....
                 time     sn                                          VolOl_Uni                                        VolChng_Uni
0 2022-04-27 12:00:00  LS002  [-1.6,0.47,0.03,0.19,0.52,0.4,-0.63,0.74,-0.39...  [-0.0,0.0,0.0,0.0,0.0,0.0,-0.0,0.0,-0.0,-0.0,-...
1 2022-04-27 13:00:00  LS002  [0.94,-0.65,-0.96,-0.81,1.46,-1.07,-1.76,-1.18...  [0.0,-0.0,-0.0,-0.0,0.0,-0.0,-0.0,-0.0,-0.0,-0...
2 2022-04-27 14:00:00  LS002  [0.65,-0.6,-0.07,-0.5,-0.34,-0.64,0.0,-0.79,-0...  [0.0,-0.0,-0.0,-0.0,-0.0,-0.0,0.0,-0.0,-0.0,0....
3 2022-04-27 15:00:00  LS002  [0.89,-0.44,-0.28,-0.13,-0.33,-0.74,-0.02,-0.8...  [0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,-0.0,0...
4 2022-04-27 16:00:00  LS002  [0.88,-0.36,-0.34,0.01,-0.29,-0.65,-0.05,-0.89...  [0.0,-0.0,-0.0,0.0,-0.0,-0.0,-0.0,-0.0,-0.0,0....
5 2022-04-27 17:00:00  LS002  [1.04,-0.53,0.14,-0.21,-0.37,-0.5,0.18,-0.66,-...  [0.0,-0.0,0.0,-0.0,-0.0,-0.0,0.0,-0.0,-0.0,-0....
                 time     sn                                          VolOl_Uni                                        VolChng_Uni
0 2022-04-28 12:00:00  LS002  [-1.16,-0.77,0.58,-0.44,0.79,-0.38,-0.1,-0.21,...  [-0.0,-0.0,0.0,-0.0,0.0,-0.0,-0.0,-0.0,-0.0,-0...
1 2022-04-28 13:00:00  LS002  [-1.92,0.0,0.28,0.16,0.61,0.42,-0.35,0.77,-0.1...  [-0.0,0.0,0.0,0.0,0.0,0.0,-0.0,0.0,-0.0,-0.0,-...
2 2022-04-28 14:00:00  LS002  [0.87,-0.38,0.42,-0.34,-0.38,0.14,0.38,-0.08,0...  [0.0,-0.0,0.0,-0.0,-0.0,0.0,0.0,-0.0,0.0,0.0,0...
3 2022-04-28 15:00:00  LS002  [-0.09,-0.86,-0.98,-0.79,2.27,-0.87,-1.24,-1.2...  [-0.0,-0.0,-0.0,-0.0,0.0,-0.0,-0.0,-0.0,-0.0,-...
4 2022-04-28 16:00:00  LS002  [-0.46,-0.83,-0.85,-0.61,2.22,-0.67,-0.73,-1.0...  [-0.0,-0.0,-0.0,-0.0,0.0,-0.0,-0.0,-0.0,-0.0,-...
5 2022-04-28 17:00:00  LS002  [-0.3,-0.61,-0.66,-0.3,2.08,-0.31,-0.3,-1.44,-...  [-0.0,-0.0,-0.0,-0.0,0.0,-0.0,-0.0,-0.0,-0.0,-...
                 time     sn                                          VolOl_Uni                                        VolChng_Uni
0 2022-04-26 18:00:00  LS002  [1.05,-0.68,-0.13,-0.15,0.3,-0.69,0.03,-0.62,-...  [0.0,-0.0,-0.0,-0.0,0.0,-0.0,0.0,-0.0,-0.0,0.0...
1 2022-04-26 19:00:00  LS002  [1.03,-0.54,-0.21,-0.23,-0.47,-0.64,0.01,-0.73...  [0.0,-0.0,-0.0,-0.0,-0.0,-0.0,0.0,-0.0,-0.0,0....
2 2022-04-26 20:00:00  LS002  [1.05,-0.47,-0.16,-0.17,-0.5,-0.58,0.06,-0.72,...  [0.0,-0.0,-0.0,-0.0,-0.0,-0.0,0.0,-0.0,-0.0,0....
3 2022-04-26 21:00:00  LS002  [1.05,-0.54,0.16,-0.31,-0.48,-0.51,0.24,-0.64,...  [0.0,-0.0,0.0,-0.0,-0.0,-0.0,0.0,-0.0,-0.0,-0....
4 2022-04-26 22:00:00  LS002  [1.08,-0.48,-0.03,-0.19,-0.59,-0.55,0.12,-0.65...  [0.0,-0.0,-0.0,-0.0,-0.0,-0.0,0.0,-0.0,-0.0,0....
5 2022-04-26 23:00:00  LS002  [1.18,-0.35,-0.18,-0.08,-0.66,-0.56,0.06,-0.67...  [0.0,-0.0,-0.0,-0.0,-0.0,-0.0,0.0,-0.0,-0.0,0....
                 time     sn                                          VolOl_Uni                                        VolChng_Uni
0 2022-04-26 18:00:00  LS002  [1.05,-0.68,-0.13,-0.15,0.3,-0.69,0.03,-0.62,-...  [0.0,-0.0,-0.0,-0.0,0.0,-0.0,0.0,-0.0,-0.0,0.0...
1 2022-04-26 19:00:00  LS002  [1.03,-0.54,-0.21,-0.23,-0.47,-0.64,0.01,-0.73...  [0.0,-0.0,-0.0,-0.0,-0.0,-0.0,0.0,-0.0,-0.0,0....
2 2022-04-26 20:00:00  LS002  [1.05,-0.47,-0.16,-0.17,-0.5,-0.58,0.06,-0.72,...  [0.0,-0.0,-0.0,-0.0,-0.0,-0.0,0.0,-0.0,-0.0,0....
3 2022-04-26 21:00:00  LS002  [1.05,-0.54,0.16,-0.31,-0.48,-0.51,0.24,-0.64,...  [0.0,-0.0,0.0,-0.0,-0.0,-0.0,0.0,-0.0,-0.0,-0....
4 2022-04-26 22:00:00  LS002  [1.08,-0.48,-0.03,-0.19,-0.59,-0.55,0.12,-0.65...  [0.0,-0.0,-0.0,-0.0,-0.0,-0.0,0.0,-0.0,-0.0,0....
5 2022-04-26 23:00:00  LS002  [1.18,-0.35,-0.18,-0.08,-0.66,-0.56,0.06,-0.67...  [0.0,-0.0,-0.0,-0.0,-0.0,-0.0,0.0,-0.0,-0.0,0....