je pense que c'est fait, peut-etre

1 year ago · d65e9287e1
--- a/Analysis/0109_preprocess/0122_preprocess_9.ipynb
+++ b/Analysis/0109_preprocess/0122_preprocess_9.ipynb
--- a/Analysis/0109_preprocess/0125/hrhists.csv
+++ b/Analysis/0109_preprocess/0125/hrhists.csv
@ -0,0 +1,773 @@
 ,inter_no,start_unix,phas_A,phas_B,duration
 0,178,1704388800,1,1,38
 1,178,1704388800,2,2,39
 2,178,1704388800,3,3,40
 3,178,1704388800,4,4,23
 4,201,1704388800,1,1,24
 5,201,1704388800,2,2,24
 6,201,1704388800,3,3,17
 7,201,1704388800,4,4,58
 8,201,1704388800,5,5,17
 9,202,1704388800,1,1,39
 10,202,1704388800,2,2,101
 11,206,1704388800,1,1,33
 12,206,1704388800,2,2,35
 13,206,1704388800,3,3,26
 14,206,1704388800,4,4,26
 15,177,1704388801,1,1,36
 16,177,1704388801,2,2,20
 17,177,1704388801,3,3,68
 18,177,1704388801,4,4,26
 19,176,1704388850,1,1,37
 20,176,1704388850,2,2,73
 21,176,1704388850,3,3,40
 22,210,1704388860,1,1,24
 23,210,1704388860,1,2,19
 24,210,1704388860,2,2,29
 25,210,1704388860,3,3,56
 26,210,1704388860,4,4,22
 27,175,1704388880,1,1,37
 28,175,1704388880,2,2,39
 29,175,1704388880,3,3,25
 30,175,1704388880,3,4,30
 31,175,1704388880,4,4,29
 32,206,1704388920,1,1,33
 33,206,1704388920,2,2,35
 34,206,1704388920,3,3,26
 35,206,1704388920,4,4,26
 36,202,1704388939,1,1,39
 37,202,1704388939,2,2,101
 38,178,1704388940,1,1,38
 39,178,1704388940,2,2,39
 40,178,1704388940,3,3,40
 41,178,1704388940,4,4,23
 42,201,1704388940,1,1,24
 43,201,1704388940,2,2,24
 44,201,1704388940,3,3,17
 45,201,1704388940,4,4,58
 46,201,1704388940,5,5,17
 47,177,1704388950,1,1,36
 48,177,1704388950,2,2,20
 49,177,1704388950,3,3,68
 50,177,1704388950,4,4,26
 51,176,1704389000,1,1,37
 52,176,1704389000,2,2,73
 53,176,1704389000,3,3,40
 54,210,1704389010,1,1,24
 55,210,1704389010,1,2,19
 56,210,1704389010,2,2,29
 57,210,1704389010,3,3,56
 58,210,1704389010,4,4,22
 59,175,1704389040,1,1,37
 60,175,1704389040,2,2,39
 61,175,1704389040,3,3,25
 62,175,1704389040,3,4,30
 63,175,1704389040,4,4,29
 64,206,1704389040,1,1,33
 65,206,1704389040,2,2,35
 66,206,1704389040,3,3,26
 67,206,1704389040,4,4,26
 68,201,1704389080,1,1,24
 69,201,1704389080,2,2,24
 70,201,1704389080,3,3,17
 71,201,1704389080,4,4,58
 72,201,1704389080,5,5,17
 73,202,1704389080,1,1,39
 74,202,1704389080,2,2,101
 75,178,1704389081,1,1,38
 76,178,1704389081,2,2,39
 77,178,1704389081,3,3,40
 78,178,1704389081,4,4,23
 79,177,1704389100,1,1,36
 80,177,1704389100,2,2,20
 81,177,1704389100,3,3,68
 82,177,1704389100,4,4,26
 83,176,1704389150,1,1,37
 84,176,1704389150,2,2,73
 85,176,1704389150,3,3,40
 86,206,1704389160,1,1,33
 87,206,1704389160,2,2,35
 88,206,1704389160,3,3,26
 89,206,1704389160,4,4,26
 90,210,1704389160,1,1,24
 91,210,1704389160,1,2,19
 92,210,1704389160,2,2,29
 93,210,1704389160,3,3,56
 94,210,1704389160,4,4,22
 95,175,1704389200,1,1,37
 96,175,1704389200,2,2,39
 97,175,1704389200,3,3,25
 98,175,1704389200,3,4,30
 99,175,1704389200,4,4,29
 100,178,1704389220,1,1,38
 101,178,1704389220,2,2,39
 102,178,1704389220,3,3,40
 103,178,1704389220,4,4,23
 104,201,1704389220,1,1,24
 105,201,1704389220,2,2,24
 106,201,1704389220,3,3,17
 107,201,1704389220,4,4,58
 108,201,1704389220,5,5,17
 109,202,1704389220,1,1,39
 110,202,1704389220,2,2,101
 111,177,1704389250,1,1,36
 112,177,1704389250,2,2,20
 113,177,1704389250,3,3,68
 114,177,1704389250,4,4,26
 115,206,1704389280,1,1,33
 116,206,1704389280,2,2,35
 117,206,1704389280,3,3,26
 118,206,1704389280,4,4,26
 119,176,1704389300,1,1,37
 120,176,1704389300,2,2,73
 121,176,1704389300,3,3,40
 122,210,1704389310,1,1,24
 123,210,1704389310,1,2,19
 124,210,1704389310,2,2,29
 125,210,1704389310,3,3,56
 126,210,1704389310,4,4,22
 127,201,1704389359,1,1,24
 128,201,1704389359,2,2,24
 129,201,1704389359,3,3,17
 130,201,1704389359,4,4,58
 131,201,1704389359,5,5,17
 132,175,1704389360,1,1,37
 133,175,1704389360,2,2,39
 134,175,1704389360,3,3,25
 135,175,1704389360,3,4,30
 136,175,1704389360,4,4,29
 137,178,1704389360,1,1,38
 138,178,1704389360,2,2,39
 139,178,1704389360,3,3,40
 140,178,1704389360,4,4,23
 141,202,1704389360,1,1,39
 142,202,1704389360,2,2,101
 143,177,1704389400,1,1,36
 144,177,1704389400,2,2,20
 145,177,1704389400,3,3,68
 146,177,1704389400,4,4,26
 147,206,1704389400,1,1,33
 148,206,1704389400,2,2,35
 149,206,1704389400,3,3,26
 150,206,1704389400,4,4,26
 151,176,1704389450,1,1,37
 152,176,1704389450,2,2,73
 153,176,1704389450,3,3,40
 154,210,1704389460,1,1,24
 155,210,1704389460,1,2,19
 156,210,1704389460,2,2,29
 157,210,1704389460,3,3,56
 158,210,1704389460,4,4,22
 159,178,1704389500,1,1,38
 160,178,1704389500,2,2,39
 161,178,1704389500,3,3,40
 162,178,1704389500,4,4,23
 163,201,1704389500,1,1,24
 164,201,1704389500,2,2,24
 165,201,1704389500,3,3,17
 166,201,1704389500,4,4,58
 167,201,1704389500,5,5,17
 168,202,1704389500,1,1,39
 169,202,1704389500,2,2,101
 170,175,1704389520,1,1,37
 171,175,1704389520,2,2,39
 172,175,1704389520,3,3,25
 173,175,1704389520,3,4,30
 174,175,1704389520,4,4,29
 175,206,1704389520,1,1,33
 176,206,1704389520,2,2,35
 177,206,1704389520,3,3,26
 178,206,1704389520,4,4,26
 179,177,1704389551,1,1,36
 180,177,1704389551,2,2,20
 181,177,1704389551,3,3,68
 182,177,1704389551,4,4,26
 183,176,1704389599,1,1,37
 184,176,1704389599,2,2,73
 185,176,1704389599,3,3,40
 186,210,1704389610,1,1,24
 187,210,1704389610,1,2,19
 188,210,1704389610,2,2,29
 189,210,1704389610,3,3,56
 190,210,1704389610,4,4,22
 191,178,1704389640,1,1,38
 192,178,1704389640,2,2,39
 193,178,1704389640,3,3,40
 194,178,1704389640,4,4,23
 195,201,1704389640,1,1,24
 196,201,1704389640,2,2,24
 197,201,1704389640,3,3,17
 198,201,1704389640,4,4,58
 199,201,1704389640,5,5,17
 200,202,1704389640,1,1,39
 201,202,1704389640,2,2,101
 202,206,1704389640,1,1,33
 203,206,1704389640,2,2,35
 204,206,1704389640,3,3,26
 205,206,1704389640,4,4,26
 206,175,1704389680,1,1,37
 207,175,1704389680,2,2,39
 208,175,1704389680,3,3,25
 209,175,1704389680,3,4,30
 210,175,1704389680,4,4,29
 211,177,1704389700,1,1,36
 212,177,1704389700,2,2,20
 213,177,1704389700,3,3,68
 214,177,1704389700,4,4,26
 215,176,1704389750,1,1,37
 216,176,1704389750,2,2,73
 217,176,1704389750,3,3,40
 218,210,1704389759,1,1,24
 219,210,1704389759,1,2,19
 220,210,1704389759,2,2,29
 221,210,1704389759,3,3,56
 222,210,1704389759,4,4,22
 223,206,1704389760,1,1,33
 224,206,1704389760,2,2,35
 225,206,1704389760,3,3,26
 226,206,1704389760,4,4,26
 227,201,1704389779,1,1,24
 228,201,1704389779,2,2,24
 229,201,1704389779,3,3,17
 230,201,1704389779,4,4,58
 231,201,1704389779,5,5,17
 232,178,1704389780,1,1,38
 233,178,1704389780,2,2,39
 234,178,1704389780,3,3,40
 235,178,1704389780,4,4,23
 236,202,1704389780,1,1,39
 237,202,1704389780,2,2,101
 238,175,1704389839,1,1,37
 239,175,1704389839,2,2,39
 240,175,1704389839,3,3,25
 241,175,1704389839,3,4,30
 242,175,1704389839,4,4,29
 243,177,1704389850,1,1,36
 244,177,1704389850,2,2,20
 245,177,1704389850,3,3,68
 246,177,1704389850,4,4,26
 247,206,1704389880,1,1,33
 248,206,1704389880,2,2,35
 249,206,1704389880,3,3,26
 250,206,1704389880,4,4,26
 251,176,1704389900,1,1,37
 252,176,1704389900,2,2,73
 253,176,1704389900,3,3,40
 254,210,1704389910,1,1,24
 255,210,1704389910,1,2,19
 256,210,1704389910,2,2,29
 257,210,1704389910,3,3,56
 258,210,1704389910,4,4,22
 259,178,1704389920,1,1,38
 260,178,1704389920,2,2,39
 261,178,1704389920,3,3,40
 262,178,1704389920,4,4,23
 263,201,1704389920,1,1,24
 264,201,1704389920,2,2,24
 265,201,1704389920,3,3,17
 266,201,1704389920,4,4,58
 267,201,1704389920,5,5,17
 268,202,1704389920,1,1,39
 269,202,1704389920,2,2,101
 270,175,1704390000,1,1,37
 271,175,1704390000,2,2,39
 272,175,1704390000,3,3,25
 273,175,1704390000,3,4,30
 274,175,1704390000,4,4,29
 275,177,1704390000,1,1,36
 276,177,1704390000,2,2,20
 277,177,1704390000,3,3,68
 278,177,1704390000,4,4,26
 279,206,1704390000,1,1,33
 280,206,1704390000,2,2,35
 281,206,1704390000,3,3,26
 282,206,1704390000,4,4,26
 283,176,1704390050,1,1,37
 284,176,1704390050,2,2,73
 285,176,1704390050,3,3,40
 286,178,1704390060,1,1,38
 287,178,1704390060,2,2,39
 288,178,1704390060,3,3,40
 289,178,1704390060,4,4,23
 290,201,1704390060,1,1,24
 291,201,1704390060,2,2,24
 292,201,1704390060,3,3,17
 293,201,1704390060,4,4,58
 294,201,1704390060,5,5,17
 295,202,1704390060,1,1,39
 296,202,1704390060,2,2,101
 297,210,1704390060,1,1,24
 298,210,1704390060,1,2,19
 299,210,1704390060,2,2,29
 300,210,1704390060,3,3,56
 301,210,1704390060,4,4,22
 302,206,1704390120,1,1,33
 303,206,1704390120,2,2,35
 304,206,1704390120,3,3,26
 305,206,1704390120,4,4,26
 306,177,1704390150,1,1,36
 307,177,1704390150,2,2,20
 308,177,1704390150,3,3,68
 309,177,1704390150,4,4,26
 310,175,1704390160,1,1,37
 311,175,1704390160,2,2,39
 312,175,1704390160,3,3,25
 313,175,1704390160,3,4,30
 314,175,1704390160,4,4,29
 315,176,1704390200,1,1,37
 316,176,1704390200,2,2,73
 317,176,1704390200,3,3,40
 318,201,1704390200,1,1,24
 319,201,1704390200,2,2,24
 320,201,1704390200,3,3,17
 321,201,1704390200,4,4,58
 322,201,1704390200,5,5,17
 323,202,1704390200,1,1,39
 324,202,1704390200,2,2,101
 325,178,1704390201,1,1,38
 326,178,1704390201,2,2,39
 327,178,1704390201,3,3,40
 328,178,1704390201,4,4,23
 329,210,1704390210,1,1,24
 330,210,1704390210,1,2,19
 331,210,1704390210,2,2,29
 332,210,1704390210,3,3,56
 333,210,1704390210,4,4,22
 334,206,1704390240,1,1,33
 335,206,1704390240,2,2,35
 336,206,1704390240,3,3,26
 337,206,1704390240,4,4,26
 338,177,1704390300,1,1,36
 339,177,1704390300,2,2,20
 340,177,1704390300,3,3,68
 341,177,1704390300,4,4,26
 342,175,1704390320,1,1,37
 343,175,1704390320,2,2,39
 344,175,1704390320,3,3,25
 345,175,1704390320,3,4,30
 346,175,1704390320,4,4,29
 347,178,1704390340,1,1,38
 348,178,1704390340,2,2,39
 349,178,1704390340,3,3,40
 350,178,1704390340,4,4,23
 351,201,1704390340,1,1,24
 352,201,1704390340,2,2,24
 353,201,1704390340,3,3,17
 354,201,1704390340,4,4,58
 355,201,1704390340,5,5,17
 356,202,1704390340,1,1,39
 357,202,1704390340,2,2,101
 358,176,1704390349,1,1,37
 359,176,1704390349,2,2,73
 360,176,1704390349,3,3,40
 361,206,1704390359,1,1,33
 362,206,1704390359,2,2,35
 363,206,1704390359,3,3,26
 364,206,1704390359,4,4,26
 365,210,1704390360,1,1,24
 366,210,1704390360,1,2,19
 367,210,1704390360,2,2,29
 368,210,1704390360,3,3,56
 369,210,1704390360,4,4,22
 370,177,1704390450,1,1,36
 371,177,1704390450,2,2,20
 372,177,1704390450,3,3,68
 373,177,1704390450,4,4,26
 374,175,1704390480,1,1,37
 375,175,1704390480,2,2,39
 376,175,1704390480,3,3,25
 377,175,1704390480,3,4,30
 378,175,1704390480,4,4,29
 379,178,1704390480,1,1,38
 380,178,1704390480,2,2,39
 381,178,1704390480,3,3,40
 382,178,1704390480,4,4,23
 383,201,1704390480,1,1,24
 384,201,1704390480,2,2,24
 385,201,1704390480,3,3,17
 386,201,1704390480,4,4,58
 387,201,1704390480,5,5,17
 388,206,1704390480,1,1,33
 389,206,1704390480,2,2,35
 390,206,1704390480,3,3,26
 391,206,1704390480,4,4,26
 392,176,1704390500,1,1,37
 393,176,1704390500,2,2,73
 394,176,1704390500,3,3,40
 395,210,1704390510,1,1,24
 396,210,1704390510,1,2,19
 397,210,1704390510,2,2,29
 398,210,1704390510,3,3,56
 399,210,1704390510,4,4,22
 400,202,1704390529,1,1,53
 401,202,1704390529,2,2,136
 402,177,1704390599,1,1,36
 403,177,1704390599,2,2,20
 404,177,1704390599,3,3,68
 405,177,1704390599,4,4,26
 406,206,1704390600,1,1,33
 407,206,1704390600,2,2,35
 408,206,1704390600,3,3,26
 409,206,1704390600,4,4,26
 410,178,1704390620,1,1,38
 411,178,1704390620,2,2,39
 412,178,1704390620,3,3,40
 413,178,1704390620,4,4,23
 414,201,1704390620,1,1,24
 415,201,1704390620,2,2,24
 416,201,1704390620,3,3,17
 417,201,1704390620,4,4,58
 418,201,1704390620,5,5,17
 419,175,1704390640,1,1,37
 420,175,1704390640,2,2,39
 421,175,1704390640,3,3,25
 422,175,1704390640,3,4,30
 423,175,1704390640,4,4,29
 424,176,1704390650,1,1,37
 425,176,1704390650,2,2,73
 426,176,1704390650,3,3,40
 427,210,1704390660,1,1,24
 428,210,1704390660,1,2,19
 429,210,1704390660,2,2,29
 430,210,1704390660,3,3,56
 431,210,1704390660,4,4,22
 432,202,1704390670,1,1,39
 433,202,1704390670,2,2,102
 434,206,1704390720,1,1,33
 435,206,1704390720,2,2,35
 436,206,1704390720,3,3,26
 437,206,1704390720,4,4,26
 438,177,1704390750,1,1,36
 439,177,1704390750,2,2,20
 440,177,1704390750,3,3,68
 441,177,1704390750,4,4,26
 442,201,1704390760,1,1,24
 443,201,1704390760,2,2,24
 444,201,1704390760,3,3,17
 445,201,1704390760,4,4,58
 446,201,1704390760,5,5,17
 447,178,1704390761,1,1,38
 448,178,1704390761,2,2,39
 449,178,1704390761,3,3,40
 450,178,1704390761,4,4,23
 451,175,1704390800,1,1,37
 452,175,1704390800,2,2,39
 453,175,1704390800,3,3,25
 454,175,1704390800,3,4,30
 455,175,1704390800,4,4,29
 456,176,1704390800,1,1,37
 457,176,1704390800,2,2,73
 458,176,1704390800,3,3,40
 459,210,1704390809,1,1,24
 460,210,1704390809,1,2,19
 461,210,1704390809,2,2,29
 462,210,1704390809,3,3,56
 463,210,1704390809,4,4,22
 464,202,1704390810,1,1,39
 465,202,1704390810,2,2,101
 466,206,1704390840,1,1,33
 467,206,1704390840,2,2,35
 468,206,1704390840,3,3,26
 469,206,1704390840,4,4,26
 470,177,1704390900,1,1,36
 471,177,1704390900,2,2,20
 472,177,1704390900,3,3,68
 473,177,1704390900,4,4,26
 474,178,1704390900,1,1,38
 475,178,1704390900,2,2,39
 476,178,1704390900,3,3,40
 477,178,1704390900,4,4,23
 478,201,1704390900,1,1,24
 479,201,1704390900,2,2,24
 480,201,1704390900,3,3,17
 481,201,1704390900,4,4,58
 482,201,1704390900,5,5,17
 483,176,1704390950,1,1,37
 484,176,1704390950,2,2,73
 485,176,1704390950,3,3,40
 486,202,1704390950,1,1,39
 487,202,1704390950,2,2,101
 488,175,1704390960,1,1,37
 489,175,1704390960,2,2,39
 490,175,1704390960,3,3,25
 491,175,1704390960,3,4,30
 492,175,1704390960,4,4,29
 493,206,1704390960,1,1,33
 494,206,1704390960,2,2,35
 495,206,1704390960,3,3,26
 496,206,1704390960,4,4,26
 497,210,1704390960,1,1,24
 498,210,1704390960,1,2,19
 499,210,1704390960,2,2,29
 500,210,1704390960,3,3,56
 501,210,1704390960,4,4,22
 502,201,1704391040,1,1,24
 503,201,1704391040,2,2,24
 504,201,1704391040,3,3,17
 505,201,1704391040,4,4,58
 506,201,1704391040,5,5,17
 507,178,1704391041,1,1,38
 508,178,1704391041,2,2,39
 509,178,1704391041,3,3,40
 510,178,1704391041,4,4,23
 511,177,1704391050,1,1,36
 512,177,1704391050,2,2,20
 513,177,1704391050,3,3,68
 514,177,1704391050,4,4,26
 515,206,1704391080,1,1,33
 516,206,1704391080,2,2,35
 517,206,1704391080,3,3,26
 518,206,1704391080,4,4,26
 519,202,1704391090,1,1,39
 520,202,1704391090,2,2,101
 521,176,1704391100,1,1,37
 522,176,1704391100,2,2,73
 523,176,1704391100,3,3,40
 524,210,1704391110,1,1,24
 525,210,1704391110,1,2,19
 526,210,1704391110,2,2,29
 527,210,1704391110,3,3,56
 528,210,1704391110,4,4,22
 529,175,1704391119,1,1,37
 530,175,1704391119,2,2,39
 531,175,1704391119,3,3,25
 532,175,1704391119,3,4,30
 533,175,1704391119,4,4,29
 534,178,1704391180,1,1,38
 535,178,1704391180,2,2,39
 536,178,1704391180,3,3,40
 537,178,1704391180,4,4,23
 538,201,1704391180,1,1,24
 539,201,1704391180,2,2,24
 540,201,1704391180,3,3,17
 541,201,1704391180,4,4,58
 542,201,1704391180,5,5,17
 543,206,1704391200,1,1,33
 544,206,1704391200,2,2,35
 545,206,1704391200,3,3,26
 546,206,1704391200,4,4,26
 547,177,1704391201,1,1,36
 548,177,1704391201,2,2,20
 549,177,1704391201,3,3,68
 550,177,1704391201,4,4,26
 551,202,1704391230,1,1,39
 552,202,1704391230,2,2,101
 553,176,1704391250,1,1,37
 554,176,1704391250,2,2,73
 555,176,1704391250,3,3,40
 556,210,1704391260,1,1,24
 557,210,1704391260,1,2,19
 558,210,1704391260,2,2,29
 559,210,1704391260,3,3,56
 560,210,1704391260,4,4,22
 561,175,1704391280,1,1,37
 562,175,1704391280,2,2,39
 563,175,1704391280,3,3,25
 564,175,1704391280,3,4,30
 565,175,1704391280,4,4,29
 566,178,1704391320,1,1,38
 567,178,1704391320,2,2,39
 568,178,1704391320,3,3,40
 569,178,1704391320,4,4,23
 570,201,1704391320,1,1,24
 571,201,1704391320,2,2,24
 572,201,1704391320,3,3,17
 573,201,1704391320,4,4,58
 574,201,1704391320,5,5,17
 575,206,1704391320,1,1,33
 576,206,1704391320,2,2,35
 577,206,1704391320,3,3,26
 578,206,1704391320,4,4,26
 579,177,1704391350,1,1,36
 580,177,1704391350,2,2,20
 581,177,1704391350,3,3,68
 582,177,1704391350,4,4,26
 583,202,1704391370,1,1,39
 584,202,1704391370,2,2,101
 585,176,1704391399,1,1,37
 586,176,1704391399,2,2,73
 587,176,1704391399,3,3,40
 588,210,1704391410,1,1,24
 589,210,1704391410,1,2,19
 590,210,1704391410,2,2,29
 591,210,1704391410,3,3,56
 592,210,1704391410,4,4,22
 593,175,1704391440,1,1,37
 594,175,1704391440,2,2,39
 595,175,1704391440,3,3,25
 596,175,1704391440,3,4,30
 597,175,1704391440,4,4,29
 598,206,1704391440,1,1,33
 599,206,1704391440,2,2,35
 600,206,1704391440,3,3,26
 601,206,1704391440,4,4,26
 602,201,1704391460,1,1,24
 603,201,1704391460,2,2,24
 604,201,1704391460,3,3,17
 605,201,1704391460,4,4,58
 606,201,1704391460,5,5,17
 607,178,1704391461,1,1,38
 608,178,1704391461,2,2,39
 609,178,1704391461,3,3,40
 610,178,1704391461,4,4,23
 611,177,1704391500,1,1,36
 612,177,1704391500,2,2,20
 613,177,1704391500,3,3,68
 614,177,1704391500,4,4,26
 615,202,1704391509,1,1,39
 616,202,1704391509,2,2,101
 617,176,1704391550,1,1,37
 618,176,1704391550,2,2,73
 619,176,1704391550,3,3,40
 620,206,1704391560,1,1,33
 621,206,1704391560,2,2,35
 622,206,1704391560,3,3,26
 623,206,1704391560,4,4,26
 624,210,1704391560,1,1,24
 625,210,1704391560,1,2,19
 626,210,1704391560,2,2,29
 627,210,1704391560,3,3,56
 628,210,1704391560,4,4,22
 629,175,1704391600,1,1,37
 630,175,1704391600,2,2,39
 631,175,1704391600,3,3,25
 632,175,1704391600,3,4,30
 633,175,1704391600,4,4,29
 634,178,1704391600,1,1,38
 635,178,1704391600,2,2,39
 636,178,1704391600,3,3,40
 637,178,1704391600,4,4,23
 638,201,1704391600,1,1,24
 639,201,1704391600,2,2,24
 640,201,1704391600,3,3,17
 641,201,1704391600,4,4,58
 642,201,1704391600,5,5,17
 643,177,1704391650,1,1,36
 644,177,1704391650,2,2,20
 645,177,1704391650,3,3,68
 646,177,1704391650,4,4,26
 647,202,1704391650,1,1,39
 648,202,1704391650,2,2,101
 649,206,1704391680,1,1,33
 650,206,1704391680,2,2,35
 651,206,1704391680,3,3,26
 652,206,1704391680,4,4,26
 653,176,1704391700,1,1,37
 654,176,1704391700,2,2,73
 655,176,1704391700,3,3,40
 656,210,1704391710,1,1,24
 657,210,1704391710,1,2,19
 658,210,1704391710,2,2,29
 659,210,1704391710,3,3,56
 660,210,1704391710,4,4,22
 661,201,1704391740,1,1,24
 662,201,1704391740,2,2,24
 663,201,1704391740,3,3,17
 664,201,1704391740,4,4,58
 665,201,1704391740,5,5,17
 666,178,1704391741,1,1,38
 667,178,1704391741,2,2,39
 668,178,1704391741,3,3,40
 669,178,1704391741,4,4,23
 670,175,1704391760,1,1,37
 671,175,1704391760,2,2,39
 672,175,1704391760,3,3,25
 673,175,1704391760,3,4,30
 674,175,1704391760,4,4,29
 675,202,1704391790,1,1,39
 676,202,1704391790,2,2,101
 677,177,1704391800,1,1,36
 678,177,1704391800,2,2,20
 679,177,1704391800,3,3,68
 680,177,1704391800,4,4,26
 681,206,1704391801,1,1,33
 682,206,1704391801,2,2,35
 683,206,1704391801,3,3,26
 684,206,1704391801,4,4,26
 685,176,1704391850,1,1,37
 686,176,1704391850,2,2,73
 687,176,1704391850,3,3,40
 688,210,1704391859,1,1,24
 689,210,1704391859,1,2,19
 690,210,1704391859,2,2,29
 691,210,1704391859,3,3,56
 692,210,1704391859,4,4,22
 693,178,1704391880,1,1,38
 694,178,1704391880,2,2,39
 695,178,1704391880,3,3,40
 696,178,1704391880,4,4,23
 697,201,1704391880,1,1,24
 698,201,1704391880,2,2,24
 699,201,1704391880,3,3,17
 700,201,1704391880,4,4,58
 701,201,1704391880,5,5,17
 702,175,1704391920,1,1,37
 703,175,1704391920,2,2,39
 704,175,1704391920,3,3,25
 705,175,1704391920,3,4,30
 706,175,1704391920,4,4,29
 707,206,1704391920,1,1,33
 708,206,1704391920,2,2,35
 709,206,1704391920,3,3,26
 710,206,1704391920,4,4,26
 711,202,1704391930,1,1,39
 712,202,1704391930,2,2,101
 713,177,1704391950,1,1,36
 714,177,1704391950,2,2,20
 715,177,1704391950,3,3,68
 716,177,1704391950,4,4,26
 717,176,1704392000,1,1,37
 718,176,1704392000,2,2,73
 719,176,1704392000,3,3,40
 720,210,1704392010,1,1,24
 721,210,1704392010,1,2,19
 722,210,1704392010,2,2,29
 723,210,1704392010,3,3,56
 724,210,1704392010,4,4,22
 725,178,1704392020,1,1,38
 726,178,1704392020,2,2,39
 727,178,1704392020,3,3,40
 728,178,1704392020,4,4,23
 729,201,1704392020,1,1,24
 730,201,1704392020,2,2,24
 731,201,1704392020,3,3,17
 732,201,1704392020,4,4,58
 733,201,1704392020,5,5,17
 734,206,1704392040,1,1,33
 735,206,1704392040,2,2,35
 736,206,1704392040,3,3,26
 737,206,1704392040,4,4,26
 738,202,1704392070,1,1,39
 739,202,1704392070,2,2,101
 740,175,1704392080,1,1,37
 741,175,1704392080,2,2,39
 742,175,1704392080,3,3,25
 743,175,1704392080,3,4,30
 744,175,1704392080,4,4,29
 745,177,1704392100,1,1,36
 746,177,1704392100,2,2,20
 747,177,1704392100,3,3,68
 748,177,1704392100,4,4,26
 749,176,1704392151,1,1,37
 750,176,1704392151,2,2,73
 751,176,1704392151,3,3,40
 752,210,1704392159,1,1,24
 753,210,1704392159,1,2,19
 754,210,1704392159,2,2,29
 755,210,1704392159,3,3,56
 756,210,1704392159,4,4,22
 757,178,1704392160,1,1,38
 758,178,1704392160,2,2,39
 759,178,1704392160,3,3,40
 760,178,1704392160,4,4,23
 761,201,1704392160,1,1,24
 762,201,1704392160,2,2,24
 763,201,1704392160,3,3,17
 764,201,1704392160,4,4,58
 765,201,1704392160,5,5,17
 766,206,1704392160,1,1,33
 767,206,1704392160,2,2,35
 768,206,1704392160,3,3,26
 769,206,1704392160,4,4,26
 770,202,1704392211,1,1,39
 771,202,1704392211,2,2,101
--- a/Analysis/0109_preprocess/0125/movement.csv
+++ b/Analysis/0109_preprocess/0125/movement.csv
@ -0,0 +1,814 @@
 ,inter_no,phas_A,phas_B,move_A,move_B,start_unix
 0,177,1,1,8,4,1704388801
 1,177,2,2,7,3,1704388801
 2,177,3,3,17,18,1704388801
 3,177,4,4,5,1,1704388801
 4,176,1,1,8,4,1704388850
 5,176,2,2,8,3,1704388850
 6,176,3,3,5,18,1704388850
 7,210,1,1,6,18,1704388860
 8,210,1,2,6,2,1704388860
 9,210,2,2,5,2,1704388860
 10,210,3,3,7,4,1704388860
 11,210,4,4,8,3,1704388860
 12,175,1,1,8,4,1704388880
 13,175,2,2,7,3,1704388880
 14,175,3,3,6,1,1704388880
 15,175,3,4,6,2,1704388880
 16,175,4,4,5,2,1704388880
 17,206,1,1,8,4,1704388920
 18,206,2,2,17,18,1704388920
 19,206,3,3,8,4,1704388920
 20,206,4,4,17,18,1704388920
 21,202,1,1,6,2,1704388939
 22,202,2,2,17,18,1704388939
 23,178,1,1,8,4,1704388940
 24,178,2,2,7,3,1704388940
 25,178,3,3,5,2,1704388940
 26,178,4,4,6,1,1704388940
 27,201,1,1,8,3,1704388940
 28,201,2,2,5,2,1704388940
 29,201,3,3,6,2,1704388940
 30,201,4,4,6,1,1704388940
 31,201,5,5,7,4,1704388940
 32,177,1,1,8,4,1704388950
 33,177,2,2,7,3,1704388950
 34,177,3,3,17,18,1704388950
 35,177,4,4,5,1,1704388950
 36,176,1,1,8,4,1704389000
 37,176,2,2,8,3,1704389000
 38,176,3,3,5,18,1704389000
 39,210,1,1,6,18,1704389010
 40,210,1,2,6,2,1704389010
 41,210,2,2,5,2,1704389010
 42,210,3,3,7,4,1704389010
 43,210,4,4,8,3,1704389010
 44,175,1,1,8,4,1704389040
 45,175,2,2,7,3,1704389040
 46,175,3,3,6,1,1704389040
 47,175,3,4,6,2,1704389040
 48,175,4,4,5,2,1704389040
 49,206,1,1,8,4,1704389040
 50,206,2,2,17,18,1704389040
 51,206,3,3,8,4,1704389040
 52,206,4,4,17,18,1704389040
 53,201,1,1,8,3,1704389080
 54,201,2,2,5,2,1704389080
 55,201,3,3,6,2,1704389080
 56,201,4,4,6,1,1704389080
 57,201,5,5,7,4,1704389080
 58,202,1,1,6,2,1704389080
 59,202,2,2,17,18,1704389080
 60,178,1,1,8,4,1704389081
 61,178,2,2,7,3,1704389081
 62,178,3,3,5,2,1704389081
 63,178,4,4,6,1,1704389081
 64,177,1,1,8,4,1704389100
 65,177,2,2,7,3,1704389100
 66,177,3,3,17,18,1704389100
 67,177,4,4,5,1,1704389100
 68,176,1,1,8,4,1704389150
 69,176,2,2,8,3,1704389150
 70,176,3,3,5,18,1704389150
 71,206,1,1,8,4,1704389160
 72,206,2,2,17,18,1704389160
 73,206,3,3,8,4,1704389160
 74,206,4,4,17,18,1704389160
 75,210,1,1,6,18,1704389160
 76,210,1,2,6,2,1704389160
 77,210,2,2,5,2,1704389160
 78,210,3,3,7,4,1704389160
 79,210,4,4,8,3,1704389160
 80,175,1,1,8,4,1704389200
 81,175,2,2,7,3,1704389200
 82,175,3,3,6,1,1704389200
 83,175,3,4,6,2,1704389200
 84,175,4,4,5,2,1704389200
 85,178,1,1,8,4,1704389220
 86,178,2,2,7,3,1704389220
 87,178,3,3,5,2,1704389220
 88,178,4,4,6,1,1704389220
 89,201,1,1,8,3,1704389220
 90,201,2,2,5,2,1704389220
 91,201,3,3,6,2,1704389220
 92,201,4,4,6,1,1704389220
 93,201,5,5,7,4,1704389220
 94,202,1,1,6,2,1704389220
 95,202,2,2,17,18,1704389220
 96,177,1,1,8,4,1704389250
 97,177,2,2,7,3,1704389250
 98,177,3,3,17,18,1704389250
 99,177,4,4,5,1,1704389250
 100,206,1,1,8,4,1704389280
 101,206,2,2,17,18,1704389280
 102,206,3,3,8,4,1704389280
 103,206,4,4,17,18,1704389280
 104,176,1,1,8,4,1704389300
 105,176,2,2,8,3,1704389300
 106,176,3,3,5,18,1704389300
 107,210,1,1,6,18,1704389310
 108,210,1,2,6,2,1704389310
 109,210,2,2,5,2,1704389310
 110,210,3,3,7,4,1704389310
 111,210,4,4,8,3,1704389310
 112,201,1,1,8,3,1704389359
 113,201,2,2,5,2,1704389359
 114,201,3,3,6,2,1704389359
 115,201,4,4,6,1,1704389359
 116,201,5,5,7,4,1704389359
 117,175,1,1,8,4,1704389360
 118,175,2,2,7,3,1704389360
 119,175,3,3,6,1,1704389360
 120,175,3,4,6,2,1704389360
 121,175,4,4,5,2,1704389360
 122,178,1,1,8,4,1704389360
 123,178,2,2,7,3,1704389360
 124,178,3,3,5,2,1704389360
 125,178,4,4,6,1,1704389360
 126,202,1,1,6,2,1704389360
 127,202,2,2,17,18,1704389360
 128,177,1,1,8,4,1704389400
 129,177,2,2,7,3,1704389400
 130,177,3,3,17,18,1704389400
 131,177,4,4,5,1,1704389400
 132,206,1,1,8,4,1704389400
 133,206,2,2,17,18,1704389400
 134,206,3,3,8,4,1704389400
 135,206,4,4,17,18,1704389400
 136,176,1,1,8,4,1704389450
 137,176,2,2,8,3,1704389450
 138,176,3,3,5,18,1704389450
 139,210,1,1,6,18,1704389460
 140,210,1,2,6,2,1704389460
 141,210,2,2,5,2,1704389460
 142,210,3,3,7,4,1704389460
 143,210,4,4,8,3,1704389460
 144,178,1,1,8,4,1704389500
 145,178,2,2,7,3,1704389500
 146,178,3,3,5,2,1704389500
 147,178,4,4,6,1,1704389500
 148,201,1,1,8,3,1704389500
 149,201,2,2,5,2,1704389500
 150,201,3,3,6,2,1704389500
 151,201,4,4,6,1,1704389500
 152,201,5,5,7,4,1704389500
 153,202,1,1,6,2,1704389500
 154,202,2,2,17,18,1704389500
 155,175,1,1,8,4,1704389520
 156,175,2,2,7,3,1704389520
 157,175,3,3,6,1,1704389520
 158,175,3,4,6,2,1704389520
 159,175,4,4,5,2,1704389520
 160,206,1,1,8,4,1704389520
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 591,178,4,4,6,1,1704391461
 592,177,1,1,8,4,1704391500
 593,177,2,2,7,3,1704391500
 594,177,3,3,17,18,1704391500
 595,177,4,4,5,1,1704391500
 596,202,1,1,6,2,1704391509
 597,202,2,2,17,18,1704391509
 598,176,1,1,8,4,1704391550
 599,176,2,2,8,3,1704391550
 600,176,3,3,5,18,1704391550
 601,206,1,1,8,4,1704391560
 602,206,2,2,17,18,1704391560
 603,206,3,3,8,4,1704391560
 604,206,4,4,17,18,1704391560
 605,210,1,1,6,18,1704391560
 606,210,1,2,6,2,1704391560
 607,210,2,2,5,2,1704391560
 608,210,3,3,7,4,1704391560
 609,210,4,4,8,3,1704391560
 610,175,1,1,8,4,1704391600
 611,175,2,2,7,3,1704391600
 612,175,3,3,6,1,1704391600
 613,175,3,4,6,2,1704391600
 614,175,4,4,5,2,1704391600
 615,178,1,1,8,4,1704391600
 616,178,2,2,7,3,1704391600
 617,178,3,3,5,2,1704391600
 618,178,4,4,6,1,1704391600
 619,201,1,1,8,3,1704391600
 620,201,2,2,5,2,1704391600
 621,201,3,3,6,2,1704391600
 622,201,4,4,6,1,1704391600
 623,201,5,5,7,4,1704391600
 624,177,1,1,8,4,1704391650
 625,177,2,2,7,3,1704391650
 626,177,3,3,17,18,1704391650
 627,177,4,4,5,1,1704391650
 628,202,1,1,6,2,1704391650
 629,202,2,2,17,18,1704391650
 630,206,1,1,8,4,1704391680
 631,206,2,2,17,18,1704391680
 632,206,3,3,8,4,1704391680
 633,206,4,4,17,18,1704391680
 634,176,1,1,8,4,1704391700
 635,176,2,2,8,3,1704391700
 636,176,3,3,5,18,1704391700
 637,210,1,1,6,18,1704391710
 638,210,1,2,6,2,1704391710
 639,210,2,2,5,2,1704391710
 640,210,3,3,7,4,1704391710
 641,210,4,4,8,3,1704391710
 642,201,1,1,8,3,1704391740
 643,201,2,2,5,2,1704391740
 644,201,3,3,6,2,1704391740
 645,201,4,4,6,1,1704391740
 646,201,5,5,7,4,1704391740
 647,178,1,1,8,4,1704391741
 648,178,2,2,7,3,1704391741
 649,178,3,3,5,2,1704391741
 650,178,4,4,6,1,1704391741
 651,175,1,1,8,4,1704391760
 652,175,2,2,7,3,1704391760
 653,175,3,3,6,1,1704391760
 654,175,3,4,6,2,1704391760
 655,175,4,4,5,2,1704391760
 656,202,1,1,6,2,1704391790
 657,202,2,2,17,18,1704391790
 658,177,1,1,8,4,1704391800
 659,177,2,2,7,3,1704391800
 660,177,3,3,17,18,1704391800
 661,177,4,4,5,1,1704391800
 662,206,1,1,8,4,1704391801
 663,206,2,2,17,18,1704391801
 664,206,3,3,8,4,1704391801
 665,206,4,4,17,18,1704391801
 666,176,1,1,8,4,1704391850
 667,176,2,2,8,3,1704391850
 668,176,3,3,5,18,1704391850
 669,210,1,1,6,18,1704391859
 670,210,1,2,6,2,1704391859
 671,210,2,2,5,2,1704391859
 672,210,3,3,7,4,1704391859
 673,210,4,4,8,3,1704391859
 674,178,1,1,8,4,1704391880
 675,178,2,2,7,3,1704391880
 676,178,3,3,5,2,1704391880
 677,178,4,4,6,1,1704391880
 678,201,1,1,8,3,1704391880
 679,201,2,2,5,2,1704391880
 680,201,3,3,6,2,1704391880
 681,201,4,4,6,1,1704391880
 682,201,5,5,7,4,1704391880
 683,175,1,1,8,4,1704391920
 684,175,2,2,7,3,1704391920
 685,175,3,3,6,1,1704391920
 686,175,3,4,6,2,1704391920
 687,175,4,4,5,2,1704391920
 688,206,1,1,8,4,1704391920
 689,206,2,2,17,18,1704391920
 690,206,3,3,8,4,1704391920
 691,206,4,4,17,18,1704391920
 692,202,1,1,6,2,1704391930
 693,202,2,2,17,18,1704391930
 694,177,1,1,8,4,1704391950
 695,177,2,2,7,3,1704391950
 696,177,3,3,17,18,1704391950
 697,177,4,4,5,1,1704391950
 698,176,1,1,8,4,1704392000
 699,176,2,2,8,3,1704392000
 700,176,3,3,5,18,1704392000
 701,210,1,1,6,18,1704392010
 702,210,1,2,6,2,1704392010
 703,210,2,2,5,2,1704392010
 704,210,3,3,7,4,1704392010
 705,210,4,4,8,3,1704392010
 706,178,1,1,8,4,1704392020
 707,178,2,2,7,3,1704392020
 708,178,3,3,5,2,1704392020
 709,178,4,4,6,1,1704392020
 710,201,1,1,8,3,1704392020
 711,201,2,2,5,2,1704392020
 712,201,3,3,6,2,1704392020
 713,201,4,4,6,1,1704392020
 714,201,5,5,7,4,1704392020
 715,206,1,1,8,4,1704392040
 716,206,2,2,17,18,1704392040
 717,206,3,3,8,4,1704392040
 718,206,4,4,17,18,1704392040
 719,202,1,1,6,2,1704392070
 720,202,2,2,17,18,1704392070
 721,175,1,1,8,4,1704392080
 722,175,2,2,7,3,1704392080
 723,175,3,3,6,1,1704392080
 724,175,3,4,6,2,1704392080
 725,175,4,4,5,2,1704392080
 726,177,1,1,8,4,1704392100
 727,177,2,2,7,3,1704392100
 728,177,3,3,17,18,1704392100
 729,177,4,4,5,1,1704392100
 730,176,1,1,8,4,1704392151
 731,176,2,2,8,3,1704392151
 732,176,3,3,5,18,1704392151
 733,210,1,1,6,18,1704392159
 734,210,1,2,6,2,1704392159
 735,210,2,2,5,2,1704392159
 736,210,3,3,7,4,1704392159
 737,210,4,4,8,3,1704392159
 738,178,1,1,8,4,1704392160
 739,178,2,2,7,3,1704392160
 740,178,3,3,5,2,1704392160
 741,178,4,4,6,1,1704392160
 742,201,1,1,8,3,1704392160
 743,201,2,2,5,2,1704392160
 744,201,3,3,6,2,1704392160
 745,201,4,4,6,1,1704392160
 746,201,5,5,7,4,1704392160
 747,206,1,1,8,4,1704392160
 748,206,2,2,17,18,1704392160
 749,206,3,3,8,4,1704392160
 750,206,4,4,17,18,1704392160
 751,202,1,1,6,2,1704392211
 752,202,2,2,17,18,1704392211
 753,175,1,1,8,4,1704392240
 754,175,2,2,7,3,1704392240
 755,175,3,3,6,1,1704392240
 756,175,3,4,6,2,1704392240
 757,175,4,4,5,2,1704392240
 758,177,1,1,8,4,1704392250
 759,177,2,2,7,3,1704392250
 760,177,3,3,17,18,1704392250
 761,177,4,4,5,1,1704392250
 762,206,1,1,8,4,1704392280
 763,206,2,2,17,18,1704392280
 764,206,3,3,8,4,1704392280
 765,206,4,4,17,18,1704392280
 766,176,1,1,8,4,1704392300
 767,176,2,2,8,3,1704392300
 768,176,3,3,5,18,1704392300
 769,178,1,1,8,4,1704392300
 770,178,2,2,7,3,1704392300
 771,178,3,3,5,2,1704392300
 772,201,1,1,8,3,1704392301
 773,201,2,2,5,2,1704392301
 774,201,3,3,6,2,1704392301
 775,201,4,4,6,1,1704392301
 776,210,1,1,6,18,1704392310
 777,210,2,2,5,2,1704392310
 778,210,3,3,7,4,1704392310
 779,210,4,4,8,3,1704392310
 780,202,2,2,17,18,1704392350
 781,176,1,1,8,4,1704392300
 782,176,2,2,8,3,1704392300
 783,176,3,3,5,18,1704392300
 784,210,1,1,6,18,1704392310
 785,210,1,2,6,2,1704392310
 786,210,2,2,5,2,1704392310
 787,210,3,3,7,4,1704392310
 788,210,4,4,8,3,1704392310
 789,178,1,1,8,4,1704392300
 790,178,2,2,7,3,1704392300
 791,178,3,3,5,2,1704392300
 792,178,4,4,6,1,1704392300
 793,206,1,1,8,4,1704392280
 794,206,2,2,17,18,1704392280
 795,206,3,3,8,4,1704392280
 796,206,4,4,17,18,1704392280
 797,177,1,1,8,4,1704392250
 798,177,2,2,7,3,1704392250
 799,177,3,3,17,18,1704392250
 800,177,4,4,5,1,1704392250
 801,201,1,1,8,3,1704392301
 802,201,2,2,5,2,1704392301
 803,201,3,3,6,2,1704392301
 804,201,4,4,6,1,1704392301
 805,201,5,5,7,4,1704392301
 806,175,1,1,8,4,1704392240
 807,175,2,2,7,3,1704392240
 808,175,3,3,6,1,1704392240
 809,175,3,4,6,2,1704392240
 810,175,4,4,5,2,1704392240
 811,202,1,1,6,2,1704392350
 812,202,2,2,17,18,1704392350
--- a/Analysis/0109_preprocess/0125/movements_wo_start_unix.csv
+++ b/Analysis/0109_preprocess/0125/movements_wo_start_unix.csv
@ -0,0 +1,33 @@
 ,inter_no,phas_A,phas_B,move_A,move_B
 8,175,1,1,8,4
 15,175,2,2,7,3
 20,175,3,3,6,1
 24,175,3,4,6,2
 26,175,4,4,5,2
 5,176,1,1,8,4
 11,176,2,2,8,3
 16,176,3,3,5,18
 6,177,1,1,8,4
 13,177,2,2,7,3
 15,177,3,3,17,18
 21,177,4,4,5,1
 1,178,1,1,8,4
 3,178,2,2,7,3
 6,178,3,3,5,2
 7,178,4,4,6,1
 2,201,1,1,8,3
 4,201,2,2,5,2
 7,201,3,3,6,2
 8,201,4,4,6,1
 12,201,5,5,7,4
 3,202,1,1,6,2
 7,202,2,2,17,18
 0,206,1,1,8,4
 1,206,2,2,17,18
 2,206,3,3,8,4
 3,206,4,4,17,18
 27,210,1,1,6,18
 28,210,1,2,6,2
 18,210,2,2,5,2
 21,210,3,3,7,4
 28,210,4,4,8,3
--- a/Documents/1127_table_definition/table_definition_v0.8.4.xlsx
+++ b/Documents/1127_table_definition/table_definition_v0.8.4.xlsx