@ -0,0 +1,355 @@ | |||||
,TimeSinceAugFirst,fatigueSum | |||||
0,0,0.7344574890035869 | |||||
1,1,0.4851754722007276 | |||||
2,2,0.28047459289987386 | |||||
3,3,0.8528996720285117 | |||||
4,4,0.06771812799773429 | |||||
5,5,0.38726124826728237 | |||||
6,6,0.4668151381247664 | |||||
7,7,0.7637319478908893 | |||||
8,8,0.6855120834803765 | |||||
9,9,0.8951086560274633 | |||||
10,10,-0.06186187112232838 | |||||
11,11,0.2963219073909037 | |||||
12,12,0.6231177621144958 | |||||
13,13,0.7538292507958928 | |||||
14,14,0.21787034421122503 | |||||
15,15,0.5392684904608605 | |||||
16,16,0.7348439424725517 | |||||
17,17,0.3084691218711857 | |||||
18,18,0.1670411353591235 | |||||
19,19,0.7462678803405148 | |||||
20,20,0.6227886527763683 | |||||
21,21,0.2143201560580074 | |||||
22,22,0.05082785784393374 | |||||
23,23,0.29424679033220863 | |||||
24,24,0.18680862419432184 | |||||
25,25,0.552767197321023 | |||||
26,26,0.7845417065855602 | |||||
27,27,0.7794195508511091 | |||||
28,28,0.7983573737310359 | |||||
29,29,0.32312904046310925 | |||||
30,30,0.14514380851555342 | |||||
31,31,0.6848776416265696 | |||||
32,32,0.5398747937715528 | |||||
33,33,0.36321009791782977 | |||||
34,34,0.48914820446583296 | |||||
35,35,0.4132365429778073 | |||||
36,36,0.39501189373141715 | |||||
37,37,0.15683705077138557 | |||||
38,38,-0.2855582184594008 | |||||
39,39,-0.3496985399214124 | |||||
40,40,-0.5587658361439648 | |||||
41,41,0.7859411947792441 | |||||
42,42,0.2608251361668858 | |||||
43,43,0.17517332439518096 | |||||
44,44,0.548662507988438 | |||||
45,45,0.2523212311062572 | |||||
46,46,0.742763716938104 | |||||
47,47,0.5298725111377356 | |||||
48,48,0.3704240285113799 | |||||
49,49,0.16273339415336321 | |||||
50,50,0.35710794662067674 | |||||
51,51,0.012983087373204446 | |||||
52,52,-0.03899796525449454 | |||||
53,53,0.24108517993130238 | |||||
54,54,0.2730510305728201 | |||||
55,55,0.5012834549713512 | |||||
56,56,0.35213155414989655 | |||||
57,57,0.5103081825319213 | |||||
58,58,0.40841696141170136 | |||||
59,59,-0.3822596251715601 | |||||
60,60,0.11178493384173875 | |||||
61,61,0.6105782657414672 | |||||
62,62,0.5638365796066905 | |||||
63,63,0.38703815913988415 | |||||
64,64,0.17691474265163973 | |||||
65,65,-0.1584409744032508 | |||||
66,66,-0.12780884688678903 | |||||
67,67,0.1676751033705102 | |||||
68,68,0.23241255411788467 | |||||
69,69,-0.03403958674123605 | |||||
70,70,0.36921913242084736 | |||||
71,71,0.05516608110063374 | |||||
72,72,-0.1591400757571597 | |||||
73,73,-0.14381570504980845 | |||||
74,74,0.30993129245096845 | |||||
75,75,0.4817187006378433 | |||||
76,76,0.5426959856634723 | |||||
77,77,-0.5926098626069284 | |||||
78,78,-0.08787176009022218 | |||||
79,79,0.323133612277408 | |||||
80,80,0.14592673804854944 | |||||
81,81,0.2660684986755749 | |||||
82,82,0.11289500622744879 | |||||
83,83,0.11774653805839017 | |||||
84,84,0.28998255862081274 | |||||
85,85,0.1562687777248425 | |||||
86,86,0.3369601944304925 | |||||
87,87,0.21156851662268664 | |||||
88,88,0.4056548888566286 | |||||
89,89,-0.08065109476753157 | |||||
90,90,-0.9895032129301133 | |||||
91,91,-0.6185894832682024 | |||||
92,92,-0.10635463331522474 | |||||
93,93,-0.0367041670152624 | |||||
94,94,-0.19906175862849756 | |||||
95,95,-0.1653914049490471 | |||||
96,96,0.4655597131519229 | |||||
97,97,0.5537123641477566 | |||||
98,98,0.10718598664191972 | |||||
99,99,-0.1765203192376061 | |||||
100,100,-0.01247174683911395 | |||||
101,101,0.009238546030445893 | |||||
102,102,0.031210965670767726 | |||||
103,103,0.306981488185374 | |||||
104,104,0.3265128063013286 | |||||
105,105,0.3897899457874447 | |||||
106,106,0.1633383925102647 | |||||
107,107,0.43041006311015984 | |||||
108,108,0.06452962128075361 | |||||
109,109,-0.05664283933186226 | |||||
110,110,0.3608106160730567 | |||||
111,111,0.6744862356360053 | |||||
112,112,0.20317761835016498 | |||||
113,113,0.016482187327924346 | |||||
114,114,0.645937951499796 | |||||
115,115,-0.635636762766677 | |||||
116,116,0.05426729872634844 | |||||
117,117,0.19767824790576916 | |||||
118,118,-0.037744729883123995 | |||||
119,119,0.5101843862412544 | |||||
120,120,0.456725618316876 | |||||
121,121,0.3694272022261105 | |||||
122,122,-0.3056942726076881 | |||||
123,123,-1.0919116910209934 | |||||
124,124,-0.726910533417431 | |||||
125,125,-0.4388472873908896 | |||||
126,126,0.029939288546349287 | |||||
127,127,-0.06137110272940533 | |||||
128,128,-0.24552813243807786 | |||||
129,129,0.009470765956943406 | |||||
130,130,-0.34178437060398775 | |||||
131,131,-0.04991936535772925 | |||||
132,132,0.09714317205897194 | |||||
133,133,-0.011342193521126434 | |||||
134,134,0.08042170320790365 | |||||
135,135,-0.12900441771911692 | |||||
136,136,-0.27085969616046635 | |||||
137,137,-0.7089046464519477 | |||||
138,138,-0.22900902626408856 | |||||
139,139,-0.1814244389597814 | |||||
140,140,-0.026564683920244823 | |||||
141,141,0.2190654841184067 | |||||
142,142,-0.5304390859264948 | |||||
143,143,-0.739993065212586 | |||||
144,144,-0.07814424732831397 | |||||
145,145,0.2818062549870509 | |||||
146,146,0.10632331261740126 | |||||
147,147,0.4610515035246875 | |||||
148,148,-0.1949608448773015 | |||||
149,149,-1.032347147920899 | |||||
150,150,-0.22170874963304332 | |||||
151,151,-0.14609477120948897 | |||||
152,152,-0.7698453057085761 | |||||
153,153,-0.006930021908459132 | |||||
154,154,-0.10464728372829608 | |||||
155,155,-0.012381788872798885 | |||||
156,156,-0.19121232166827026 | |||||
157,157,-0.6715295272018171 | |||||
158,158,-0.6163942244984447 | |||||
159,159,-0.07394318293840786 | |||||
160,160,0.05714764020354259 | |||||
161,161,-0.3463306308733807 | |||||
162,162,-0.08655944015928 | |||||
163,163,-0.40820283723896816 | |||||
164,164,-1.2890163326990187 | |||||
165,165,-1.0620096921743887 | |||||
166,166,-0.2390787073524069 | |||||
167,167,-0.06959286135145615 | |||||
168,168,-0.4705009743846203 | |||||
169,169,-1.0235076040997462 | |||||
170,170,-0.38241473575656176 | |||||
171,171,-0.0919836761123891 | |||||
172,172,0.01619412513544485 | |||||
173,173,0.2085579252960514 | |||||
174,174,0.3826314355942887 | |||||
175,175,0.0546188605653523 | |||||
176,176,0.39253931444369095 | |||||
177,177,0.4073081770793248 | |||||
178,178,0.5361087576086003 | |||||
179,179,-0.559118537823889 | |||||
180,180,-0.04127942580662245 | |||||
181,181,-0.8119777793283375 | |||||
182,182,-0.6731101391927786 | |||||
183,183,-0.6471900326468963 | |||||
184,184,-0.2640557591258382 | |||||
185,185,0.21372067089260005 | |||||
186,186,0.16953292967820452 | |||||
187,187,0.5728231280292477 | |||||
188,188,0.5041384981085575 | |||||
189,189,-0.025148663593221068 | |||||
190,190,0.2432561651688418 | |||||
191,191,-0.028600242158835457 | |||||
192,192,-0.4709730852987265 | |||||
193,193,-0.40498016732413183 | |||||
194,194,0.19268730744400392 | |||||
195,195,0.2491234634614092 | |||||
196,196,-0.09450139502181923 | |||||
197,197,0.3301716423691231 | |||||
198,198,0.30380891634516755 | |||||
199,199,-0.2258951881744846 | |||||
200,200,-0.3371851443622679 | |||||
201,201,0.18456077399231852 | |||||
202,202,0.10594506304863852 | |||||
203,203,-0.26826349037309316 | |||||
204,204,-0.6305855583314973 | |||||
205,205,-0.45820684078774365 | |||||
206,206,-0.49815805297679083 | |||||
207,207,-0.029702307826457188 | |||||
208,208,-0.06797976527748503 | |||||
209,209,-0.6569256565250553 | |||||
210,210,-0.45752927486509876 | |||||
211,211,-0.27135218581134485 | |||||
212,212,-1.1165563279167452 | |||||
213,213,-0.6111669314465557 | |||||
214,214,-0.6105273765267971 | |||||
215,215,0.03438253013308448 | |||||
216,216,-0.14131846494594386 | |||||
217,217,0.0045112614690663855 | |||||
218,218,-0.16449239501985058 | |||||
219,219,-0.05686221199747391 | |||||
220,220,0.010261586762042467 | |||||
221,221,0.10108202461301764 | |||||
222,222,0.37230079653950404 | |||||
223,223,-0.1458749617004085 | |||||
224,224,0.06072610620998051 | |||||
225,225,-0.37105941221648064 | |||||
226,226,-0.37067009222163605 | |||||
227,227,0.08311952745889095 | |||||
228,228,-0.05833898692975855 | |||||
229,229,0.33629582774049993 | |||||
230,230,0.5192651216991766 | |||||
231,231,0.1696838266192163 | |||||
232,232,0.07748684044191127 | |||||
233,233,-0.4743646121345583 | |||||
234,234,-0.24770226914026555 | |||||
235,235,-0.6595954881299645 | |||||
236,236,0.26240259376226943 | |||||
237,237,-0.2779056699659787 | |||||
238,238,-0.07385767855878048 | |||||
239,239,0.053602846962544116 | |||||
240,240,-0.606205677585295 | |||||
241,241,-0.6240533185483063 | |||||
242,242,-0.6058672242100481 | |||||
243,243,-0.2529542976745638 | |||||
244,244,-0.10133856985122752 | |||||
245,245,0.13329935585054334 | |||||
246,246,0.4164696355414681 | |||||
247,247,-0.48865392999332996 | |||||
248,248,0.145411566109825 | |||||
249,250,-0.7273385231793927 | |||||
250,251,0.12410412032198169 | |||||
251,252,0.27674868329463415 | |||||
252,253,0.7933817709056039 | |||||
253,254,0.6430634141972724 | |||||
254,255,1.0498918584797523 | |||||
255,256,0.16433766740443653 | |||||
256,257,0.1581754209003413 | |||||
257,258,-0.3767844129570323 | |||||
258,259,-1.13446825563484 | |||||
259,260,-0.682110266582935 | |||||
260,261,0.03890579636217944 | |||||
261,262,0.25070534761643054 | |||||
262,263,0.6308354888129499 | |||||
263,264,-0.3811854765459816 | |||||
264,265,-2.0947320525204836 | |||||
265,266,-1.0842354860084216 | |||||
266,267,-1.0043510999282745 | |||||
267,268,-0.9692235311586099 | |||||
268,269,-0.8451134775394933 | |||||
269,270,-0.5423262674604377 | |||||
270,271,-0.15428902367855632 | |||||
271,272,-0.47818347594846994 | |||||
272,273,-0.3061862272276976 | |||||
273,274,0.13016558778888693 | |||||
274,275,-0.5346074316667073 | |||||
275,276,-0.024108562029164497 | |||||
276,277,0.44135660385783515 | |||||
277,278,0.8359742523934252 | |||||
278,279,0.5047436125815261 | |||||
279,280,0.6080841302618076 | |||||
280,281,0.35428669835871673 | |||||
281,282,0.1490984551391564 | |||||
282,283,0.3628666490409816 | |||||
283,284,0.5851070995519784 | |||||
284,285,-0.23884955785828602 | |||||
285,286,-1.2931620504440084 | |||||
286,287,-0.5149710038459224 | |||||
287,288,-0.13060527178434828 | |||||
288,289,0.05460102315917359 | |||||
289,290,0.7126540531525146 | |||||
290,291,0.3454110915997969 | |||||
291,292,0.5908276470938011 | |||||
292,293,0.22617556533671632 | |||||
293,294,0.06645643211862166 | |||||
294,295,-0.24410962776969897 | |||||
295,296,-0.6686078186408764 | |||||
296,297,-0.8927537790976293 | |||||
297,298,-0.8644506239971387 | |||||
298,299,-0.0526291051689912 | |||||
299,300,0.09787954027186502 | |||||
300,301,0.06886122334331811 | |||||
301,302,0.20130318055109625 | |||||
302,303,-0.3433112649541869 | |||||
303,304,-0.14959798865436585 | |||||
304,305,0.15919756672149993 | |||||
305,306,-0.1280300468277571 | |||||
306,307,-0.8817613473908142 | |||||
307,308,0.11091144515390736 | |||||
308,309,-0.059481544970225834 | |||||
309,310,0.24826104657910567 | |||||
310,311,0.21782917177756106 | |||||
311,312,-0.1687691177431938 | |||||
312,313,-0.7343025362546837 | |||||
313,314,-1.233666925895062 | |||||
314,315,-0.4250094786650305 | |||||
315,316,-0.23695666543827143 | |||||
316,317,-0.13528794113346507 | |||||
317,318,-0.21467610436495208 | |||||
318,319,-0.2465124428901275 | |||||
319,320,0.02001698597605328 | |||||
320,321,-0.5611020124713038 | |||||
321,322,-0.25833755332807773 | |||||
322,323,-0.36020138367026094 | |||||
323,324,-0.6767581793070323 | |||||
324,325,-1.2232671693259605 | |||||
325,326,-0.5524980778772826 | |||||
326,327,-0.0593829242117204 | |||||
327,328,-0.2301741460847353 | |||||
328,329,-0.17812573297568593 | |||||
329,330,-0.7822181509887379 | |||||
330,331,-0.9027716053209451 | |||||
331,332,-0.8341775858590699 | |||||
332,333,-0.6237422947183584 | |||||
333,334,0.029100211618237018 | |||||
334,335,-0.2769984632439794 | |||||
335,336,-0.4956169729129575 | |||||
336,337,-0.16842928848013955 | |||||
337,338,-0.21520559276700027 | |||||
338,339,-0.40092940485044154 | |||||
339,340,0.0014212864891760299 | |||||
340,341,0.24764616251080407 | |||||
341,342,-0.0198326678170691 | |||||
342,343,0.41449646066539014 | |||||
343,344,0.30521758335133714 | |||||
344,345,0.2603758932210191 | |||||
345,346,0.6435856062574784 | |||||
346,347,0.5875025644973848 | |||||
347,348,0.9333689916536452 | |||||
348,349,0.5629340431788956 | |||||
349,350,0.5822132331979378 | |||||
350,351,0.5505608569805795 | |||||
351,352,0.5982805951374118 | |||||
352,353,0.7396982091655812 | |||||
353,354,0.066689402177346 |
@ -0,0 +1,336 @@ | |||||
"","TimeSinceAugFirst","slidingWorkAverage" | |||||
"1",20,5563.95 | |||||
"2",21,5895.66666666667 | |||||
"3",22,6307.42857142857 | |||||
"4",23,6331.71428571429 | |||||
"5",24,6458.52380952381 | |||||
"6",25,6752.33333333333 | |||||
"7",26,6767.33333333333 | |||||
"8",27,6766.61904761905 | |||||
"9",28,6738.42857142857 | |||||
"10",29,6798.66666666667 | |||||
"11",30,6811.38095238095 | |||||
"12",31,6813.7619047619 | |||||
"13",32,6881.85714285714 | |||||
"14",33,6840.42857142857 | |||||
"15",34,6834.71428571429 | |||||
"16",35,6788.47619047619 | |||||
"17",36,6711.09523809524 | |||||
"18",37,6720.61904761905 | |||||
"19",38,6781.33333333333 | |||||
"20",39,6495.04761904762 | |||||
"21",40,6617.90476190476 | |||||
"22",41,6578.85714285714 | |||||
"23",42,6122.66666666667 | |||||
"24",43,5613.04761904762 | |||||
"25",44,5671 | |||||
"26",45,5383.2380952381 | |||||
"27",46,4878.52380952381 | |||||
"28",47,4872.90476190476 | |||||
"29",48,4874.33333333333 | |||||
"30",49,4910.85714285714 | |||||
"31",50,4796.80952380952 | |||||
"32",51,4867.42857142857 | |||||
"33",52,5067.90476190476 | |||||
"34",53,5234.04761904762 | |||||
"35",54,5216.19047619048 | |||||
"36",55,5235.47619047619 | |||||
"37",56,5313.09523809524 | |||||
"38",57,5416.90476190476 | |||||
"39",58,5454.90476190476 | |||||
"40",59,5578.47619047619 | |||||
"41",60,5850.80952380952 | |||||
"42",61,5744.38095238095 | |||||
"43",62,5768.66666666667 | |||||
"44",63,6210.71428571429 | |||||
"45",64,6592.95238095238 | |||||
"46",65,6613.90476190476 | |||||
"47",66,6986.7619047619 | |||||
"48",67,7557.09523809524 | |||||
"49",68,7567.71428571429 | |||||
"50",69,7583.42857142857 | |||||
"51",70,7640.33333333333 | |||||
"52",71,7712.38095238095 | |||||
"53",72,7741.19047619048 | |||||
"54",73,7612.85714285714 | |||||
"55",74,7466 | |||||
"56",75,7487.42857142857 | |||||
"57",76,7480.28571428571 | |||||
"58",77,7064.61904761905 | |||||
"59",78,6618.42857142857 | |||||
"60",79,6647.38095238095 | |||||
"61",80,6575.95238095238 | |||||
"62",81,5935.85714285714 | |||||
"63",82,6326.33333333333 | |||||
"64",83,7005.38095238095 | |||||
"65",84,6509.52380952381 | |||||
"66",85,6314.66666666667 | |||||
"67",86,6331 | |||||
"68",87,5901.95238095238 | |||||
"69",88,5370.85714285714 | |||||
"70",89,5633.80952380952 | |||||
"71",90,5935.52380952381 | |||||
"72",91,5317.66666666667 | |||||
"73",92,4865.38095238095 | |||||
"74",93,4682.7619047619 | |||||
"75",94,4640.61904761905 | |||||
"76",95,4585.61904761905 | |||||
"77",96,4604.66666666667 | |||||
"78",97,4592.52380952381 | |||||
"79",98,5018.95238095238 | |||||
"80",99,5509.19047619048 | |||||
"81",100,5545.38095238095 | |||||
"82",101,5570.52380952381 | |||||
"83",102,6642.42857142857 | |||||
"84",103,6281.95238095238 | |||||
"85",104,5579.19047619048 | |||||
"86",105,6177.7619047619 | |||||
"87",106,6478.2380952381 | |||||
"88",107,6441.33333333333 | |||||
"89",108,7018.95238095238 | |||||
"90",109,7771.09523809524 | |||||
"91",110,7487.42857142857 | |||||
"92",111,7168.57142857143 | |||||
"93",112,7570.95238095238 | |||||
"94",113,7856.38095238095 | |||||
"95",114,7973.7619047619 | |||||
"96",115,7617.33333333333 | |||||
"97",116,7176.85714285714 | |||||
"98",117,7260.66666666667 | |||||
"99",118,7479.2380952381 | |||||
"100",119,7162.33333333333 | |||||
"101",120,6722.57142857143 | |||||
"102",121,6734.71428571429 | |||||
"103",122,6630 | |||||
"104",123,6050.57142857143 | |||||
"105",124,6004.14285714286 | |||||
"106",125,6003.57142857143 | |||||
"107",126,5477.38095238095 | |||||
"108",127,4982.38095238095 | |||||
"109",128,4995.71428571429 | |||||
"110",129,4822.14285714286 | |||||
"111",130,4590 | |||||
"112",131,4634.28571428571 | |||||
"113",132,4634.28571428571 | |||||
"114",133,4787.61904761905 | |||||
"115",134,4950.19047619048 | |||||
"116",135,5018.52380952381 | |||||
"117",136,5628.90476190476 | |||||
"118",137,6380.04761904762 | |||||
"119",138,6255.7619047619 | |||||
"120",139,6037.19047619048 | |||||
"121",140,6435.90476190476 | |||||
"122",141,6408.04761904762 | |||||
"123",142,6788.90476190476 | |||||
"124",143,6869.19047619048 | |||||
"125",144,6356.95238095238 | |||||
"126",145,6463.14285714286 | |||||
"127",146,6653.61904761905 | |||||
"128",147,6511.71428571429 | |||||
"129",148,6512.95238095238 | |||||
"130",149,6397.71428571429 | |||||
"131",150,6617.2380952381 | |||||
"132",151,6094.85714285714 | |||||
"133",152,6766.28571428571 | |||||
"134",153,6873.19047619048 | |||||
"135",154,6273.19047619048 | |||||
"136",155,6500.61904761905 | |||||
"137",156,6401.80952380952 | |||||
"138",157,6452.2380952381 | |||||
"139",158,6449.42857142857 | |||||
"140",159,6518 | |||||
"141",160,6518 | |||||
"142",161,6399.7619047619 | |||||
"143",162,6653.19047619048 | |||||
"144",163,6260.19047619048 | |||||
"145",164,6179.2380952381 | |||||
"146",165,6804.2380952381 | |||||
"147",166,6751.14285714286 | |||||
"148",167,6560.66666666667 | |||||
"149",168,6990.90476190476 | |||||
"150",169,6975.14285714286 | |||||
"151",170,6970.14285714286 | |||||
"152",171,6734.80952380952 | |||||
"153",172,6583.04761904762 | |||||
"154",173,6174.2380952381 | |||||
"155",174,6067.33333333333 | |||||
"156",175,6419.2380952381 | |||||
"157",176,6005.47619047619 | |||||
"158",177,5965.57142857143 | |||||
"159",178,5539.04761904762 | |||||
"160",179,5201.80952380952 | |||||
"161",180,5306 | |||||
"162",181,5357.33333333333 | |||||
"163",182,4840.19047619048 | |||||
"164",183,4516.04761904762 | |||||
"165",184,4437.38095238095 | |||||
"166",185,4148.19047619048 | |||||
"167",186,3595.90476190476 | |||||
"168",187,3589 | |||||
"169",188,3614.71428571429 | |||||
"170",189,3615.90476190476 | |||||
"171",190,4194.09523809524 | |||||
"172",191,4347.19047619048 | |||||
"173",192,4576.33333333333 | |||||
"174",193,5244.28571428571 | |||||
"175",194,4937.38095238095 | |||||
"176",195,4937.38095238095 | |||||
"177",196,5191.42857142857 | |||||
"178",197,5533.57142857143 | |||||
"179",198,5683.71428571429 | |||||
"180",199,5955.38095238095 | |||||
"181",200,6318.57142857143 | |||||
"182",201,6214.85714285714 | |||||
"183",202,6167.80952380952 | |||||
"184",203,6524.47619047619 | |||||
"185",204,6826.14285714286 | |||||
"186",205,6846.95238095238 | |||||
"187",206,6975.66666666667 | |||||
"188",207,7325.80952380952 | |||||
"189",208,7488.04761904762 | |||||
"190",209,7584.71428571429 | |||||
"191",210,7458.04761904762 | |||||
"192",211,6931.52380952381 | |||||
"193",212,6847.33333333333 | |||||
"194",213,6665.90476190476 | |||||
"195",214,6637.09523809524 | |||||
"196",215,6637.09523809524 | |||||
"197",216,6637.09523809524 | |||||
"198",217,6707.80952380952 | |||||
"199",218,6657.04761904762 | |||||
"200",219,6630.80952380952 | |||||
"201",220,6465.09523809524 | |||||
"202",221,5746.7619047619 | |||||
"203",222,5677.71428571429 | |||||
"204",223,5673.42857142857 | |||||
"205",224,6052.2380952381 | |||||
"206",225,6061.28571428571 | |||||
"207",226,6100.90476190476 | |||||
"208",227,6407.80952380952 | |||||
"209",228,6582.80952380952 | |||||
"210",229,6400.09523809524 | |||||
"211",230,6277.71428571429 | |||||
"212",231,5974.61904761905 | |||||
"213",232,6039.85714285714 | |||||
"214",233,6138.61904761905 | |||||
"215",234,5793.95238095238 | |||||
"216",235,5185.61904761905 | |||||
"217",236,5185.61904761905 | |||||
"218",237,5185.61904761905 | |||||
"219",238,5011.33333333333 | |||||
"220",239,4762.33333333333 | |||||
"221",240,4749.28571428571 | |||||
"222",241,4999.7619047619 | |||||
"223",242,5391.90476190476 | |||||
"224",243,5391.90476190476 | |||||
"225",244,5391.90476190476 | |||||
"226",245,5236.42857142857 | |||||
"227",246,5204.09523809524 | |||||
"228",247,5067.57142857143 | |||||
"229",248,4865.90476190476 | |||||
"230",249,4221.85714285714 | |||||
"231",250,4196.14285714286 | |||||
"232",251,4287.33333333333 | |||||
"233",252,4549.61904761905 | |||||
"234",253,4529.61904761905 | |||||
"235",254,4321.95238095238 | |||||
"236",255,4376.2380952381 | |||||
"237",256,4534.95238095238 | |||||
"238",257,4642.28571428571 | |||||
"239",258,4867.95238095238 | |||||
"240",259,4410.66666666667 | |||||
"241",260,4181.7619047619 | |||||
"242",261,4132 | |||||
"243",262,3547.95238095238 | |||||
"244",263,3165.57142857143 | |||||
"245",264,3537.19047619048 | |||||
"246",265,3752.71428571429 | |||||
"247",266,3212 | |||||
"248",267,3017.04761904762 | |||||
"249",268,3013.47619047619 | |||||
"250",269,2987.04761904762 | |||||
"251",270,3462.28571428571 | |||||
"252",271,3469.42857142857 | |||||
"253",272,3391.09523809524 | |||||
"254",273,3847.14285714286 | |||||
"255",274,4045.71428571429 | |||||
"256",275,4249.85714285714 | |||||
"257",276,4280.47619047619 | |||||
"258",277,4291.42857142857 | |||||
"259",278,4184.09523809524 | |||||
"260",279,3958.42857142857 | |||||
"261",280,4075.47619047619 | |||||
"262",281,4352.66666666667 | |||||
"263",282,4394.80952380952 | |||||
"264",283,4441.95238095238 | |||||
"265",284,4476.2380952381 | |||||
"266",285,4435.66666666667 | |||||
"267",286,4468.14285714286 | |||||
"268",287,4414.09523809524 | |||||
"269",288,4349 | |||||
"270",289,4450.19047619048 | |||||
"271",290,4178.04761904762 | |||||
"272",291,3862.09523809524 | |||||
"273",292,3881.38095238095 | |||||
"274",293,3871.38095238095 | |||||
"275",294,3611.19047619048 | |||||
"276",295,3662.61904761905 | |||||
"277",296,3575.85714285714 | |||||
"278",297,3918.2380952381 | |||||
"279",298,4170.2380952381 | |||||
"280",299,4170.2380952381 | |||||
"281",300,4170.2380952381 | |||||
"282",301,4577.85714285714 | |||||
"283",302,4423.38095238095 | |||||
"284",303,4388.38095238095 | |||||
"285",304,4756.47619047619 | |||||
"286",305,4869.19047619048 | |||||
"287",306,4538.14285714286 | |||||
"288",307,4290.14285714286 | |||||
"289",308,4433.2380952381 | |||||
"290",309,4762.28571428571 | |||||
"291",310,4642.71428571429 | |||||
"292",311,4739.61904761905 | |||||
"293",312,4890.19047619048 | |||||
"294",313,4977.90476190476 | |||||
"295",314,5076.2380952381 | |||||
"296",315,4817.2380952381 | |||||
"297",316,4391.52380952381 | |||||
"298",317,4344.14285714286 | |||||
"299",318,4162.71428571429 | |||||
"300",319,4213.19047619048 | |||||
"301",320,4247.85714285714 | |||||
"302",321,4270.42857142857 | |||||
"303",322,4225.42857142857 | |||||
"304",323,4455.19047619048 | |||||
"305",324,4327.80952380952 | |||||
"306",325,4272.80952380952 | |||||
"307",326,4688.19047619048 | |||||
"308",327,4688.19047619048 | |||||
"309",328,4688.19047619048 | |||||
"310",329,5210.80952380952 | |||||
"311",330,5324.14285714286 | |||||
"312",331,5318.71428571429 | |||||
"313",332,5487.85714285714 | |||||
"314",333,5625.85714285714 | |||||
"315",334,5602.42857142857 | |||||
"316",335,5535.52380952381 | |||||
"317",336,5745.47619047619 | |||||
"318",337,6030.2380952381 | |||||
"319",338,5963.57142857143 | |||||
"320",339,5825 | |||||
"321",340,5540.95238095238 | |||||
"322",341,5506.28571428571 | |||||
"323",342,5496.09523809524 | |||||
"324",343,5394.66666666667 | |||||
"325",344,5061.95238095238 | |||||
"326",345,5061.2380952381 | |||||
"327",346,4868.61904761905 | |||||
"328",347,4190.04761904762 | |||||
"329",348,4192.90476190476 | |||||
"330",349,4192.90476190476 | |||||
"331",350,3631.2380952381 | |||||
"332",351,3369.09523809524 | |||||
"333",352,3366.2380952381 | |||||
"334",353,3131.38095238095 | |||||
"335",354,2723.52380952381 |
@ -0,0 +1,18 @@ | |||||
,Date,DailyElo | |||||
0,121,0.0 | |||||
1,122,-3.714599999999998 | |||||
2,178,0.04346000000000028 | |||||
3,179,2.1916710000000013 | |||||
4,180,0.0 | |||||
5,255,0.0 | |||||
6,256,0.0 | |||||
7,257,-2.520374784999996 | |||||
8,263,-2.0880156214999985 | |||||
9,264,-1.7032140593500005 | |||||
10,284,-0.6130256153877235 | |||||
11,285,2.620463284090865 | |||||
12,311,-2.076954630427971 | |||||
13,312,1.0960590427574828 | |||||
14,313,1.8954531384817344 | |||||
15,353,-0.2940921753664384 | |||||
16,354,-1.8646829578297937 |
@ -0,0 +1,50 @@ | |||||
source("readData.R") | |||||
library(tidyverse) | |||||
RPEData <-readNArpeData() | |||||
numDays <- max(RPEData$TimeSinceAugFirst) | |||||
dayList <- 0:numDays | |||||
workLoad <- c() | |||||
averageWorkLoad <- c() | |||||
for(day in dayList) | |||||
{ | |||||
total <- 0 | |||||
daylyActivities <- subset(RPEData, TimeSinceAugFirst == day) | |||||
cat("day: ", day, "\n",sep="") | |||||
cat("Activity count:", length(daylyActivities$DailyLoad), "\n", sep="") | |||||
averageWorkLoad <- c(averageWorkLoad, mean(daylyActivities$SessionLoad, na.rm = T)) | |||||
workLoad <- c(workLoad, sum(daylyActivities$SessionLoad, na.rm = T)) | |||||
} | |||||
plot(dayList, averageWorkLoad, main="Average Work Load") | |||||
plot(dayList, workLoad, main="Daily Total Work Load") | |||||
slidingAverage <- c() | |||||
window <- 21 - 1 | |||||
for(day in window:numDays) | |||||
{ | |||||
print(length(workLoad[c((day-window):day)])) | |||||
windowAverage <- mean(workLoad[c((day-window):day)]) | |||||
slidingAverage <- c(slidingAverage, windowAverage) | |||||
} | |||||
plot(window:numDays, slidingAverage, main="Sliding Average") | |||||
plot(density(slidingAverage), main="Sliding Average Density") | |||||
plot(density(workLoad), main="Total Work Load Average") | |||||
dataTibble <- tibble(TimeSinceAugFirst = window:numDays, slidingWorkAverage = slidingAverage) | |||||
write.csv(dataTibble, "cleaned/slidingWorkAverage.csv") |
@ -0,0 +1,56 @@ | |||||
source("readData.R") | |||||
library(tidyverse) | |||||
# file to replace NA values with the median for thet column | |||||
trainingData <- readRPEData() | |||||
#duration | |||||
trainingData$Duration[is.na(trainingData$Duration)] <- median(trainingData$Duration, na.rm=TRUE) | |||||
print(trainingData$Duration) | |||||
#RPE | |||||
trainingData$RPE[is.na(trainingData$RPE)] <- median(trainingData$RPE, na.rm=TRUE) | |||||
# acute load | |||||
trainingData$AcuteLoad[is.na(trainingData$AcuteLoad)] <- median(trainingData$AcuteLoad, na.rm=TRUE) | |||||
# chronic load | |||||
trainingData$ChronicLoad[is.na(trainingData$ChronicLoad)] <- median(trainingData$ChronicLoad, na.rm=TRUE) | |||||
# ratio | |||||
trainingData$AcuteChronicRatio[is.na(trainingData$AcuteChronicRatio)] <- median(trainingData$AcuteChronicRatio, na.rm=TRUE) | |||||
# objective rating | |||||
trainingData$ObjectiveRating[is.na(trainingData$ObjectiveRating)] <- median(trainingData$ObjectiveRating, na.rm=TRUE) | |||||
# focus rating | |||||
trainingData$FocusRating[is.na(trainingData$FocusRating)] <- median(trainingData$FocusRating, na.rm=TRUE) | |||||
# session load | |||||
trainingData$SessionLoad[is.na(trainingData$SessionLoad)] <- median(trainingData$SessionLoad, na.rm=TRUE) | |||||
# daily load | |||||
trainingData$DailyLoad[is.na(trainingData$DailyLoad)] <- median(trainingData$DailyLoad, na.rm=TRUE) | |||||
trainingData$RPE[is.na(trainingData$RPE)] <- median(trainingData$RPE, na.rm=TRUE) | |||||
write.csv(as.data.frame(trainingData), "cleaned/time_series_rpe_NA_ReplacedWithMedian.csv") | |||||
head(as.data.frame(trainingData), 100) | |||||
trainingData |
@ -0,0 +1,33 @@ | |||||
import numpy as np | |||||
import pandas as pd | |||||
def join_cols(): | |||||
# Reads in csv files to be manipulated | |||||
dfg = pd.read_csv('data_preparation/data/games_ranked.csv') | |||||
# Creates the new dataframe where each date is a unique column, and gets the number of dates | |||||
unique_dates = pd.DataFrame(dfg["Date"].unique()).to_numpy() | |||||
unique_rows = unique_dates.shape[0] | |||||
daily_elos = np.array(unique_rows).astype(float) | |||||
print(unique_rows) | |||||
# Creates two numpy arrays to perform some operations on | |||||
dates = dfg["Date"].to_numpy() | |||||
e_change = dfg["eloChangeAdjusted"].to_numpy() | |||||
rows = dates.shape()[0] | |||||
# sums up the elo change on a given day and then exports it to a unique .csv file | |||||
x = 0 | |||||
for i in range(0, rows): | |||||
if not (dates[i] == unique_dates[x]): | |||||
x = x + 1 | |||||
daily_elos[x] = daily_elos[x] + e_change[i] | |||||
# Creates a new dataframe from the two unique date array and the daily elo change array | |||||
df_dec = pd.DataFrame() | |||||
df_dec["Date"] = unique_dates | |||||
df_dec["DailyElo"] = daily_elos | |||||
print(df_dec) | |||||