City Ambient Coordinates

Hi AlphaNovans,

Remember that every hour, we update a zip file that you can download on the "Code" panel of the Biweekly Season 1 Cycle 1 page. The button is "Download City Coordinates". I just downloaded it and got this:

predictor_id world n_months n_periods city_dim_0 city_dim_1 city_dim_2 city_dim_3 city_dim_4 city_dim_5 ... city_phi_9_deg city_phi_10_deg city_phi_11_deg city_phi_12_deg city_phi_13_deg city_phi_14_deg city_phi_15_deg city_phi_16_deg city_phi_17_deg city_phi_18_deg 0 signal_26b14742515b8703 small-4335 44 31024 0.064022 -0.319015 0.193068 0.365249 0.564856 0.443223 ... 79.752097 95.189282 124.425827 88.762680 119.653572 78.938271 41.378403 96.714530 131.545021 53.614977 1 signal_c173d56e37e1476a small-4335 42 30646 0.073680 -0.216433 -0.220946 0.163778 0.109349 0.184208 ... 70.303558 71.642828 81.582927 88.628343 69.972444 82.556239 67.362571 108.258701 43.637751 124.098284 2 signal_1da34cc5e476461e small-4335 44 31022 0.208006 0.143804 -0.155025 0.191375 0.300138 -0.120643 ... 72.646070 58.356463 93.241012 120.085368 92.552506 109.791242 105.560236 74.787971 159.644576 124.804489 3 signal_5a05ab0f6bccc09e small-4335 44 31018 0.067034 -0.207985 -0.229930 0.162389 0.088660 0.182529 ... 70.776037 70.857085 81.810733 88.789864 68.182636 81.581211 67.569995 106.526677 40.778415 122.308726 4 signal_cc07bf0f6d889f47 small-4335 44 31018 0.065745 0.135888 -0.225124 0.099995 -0.031350 0.398124 ... 72.208141 67.851533 59.843057 69.716847 92.521633 125.429238 138.332002 97.751463 92.684137 210.045116 5 signal_1a3fb1427f13bf9f small-4335 44 31018 0.129571 -0.107307 -0.077243 0.117667 -0.274417 -0.332417 ... 77.210300 85.405996 82.103958 84.157613 92.109929 86.048851 100.711837 60.257983 47.302338 181.878499 6 signal_be8ecf17a83c37b3 small-4335 44 31020 0.077122 0.235383 0.293353 -0.061374 -0.196097 -0.572697 ... 81.138573 118.181523 97.585616 113.796793 84.959323 68.766420 116.349059 52.622771 42.226242 323.883307 7 signal_c53ac54d0b5e38c7 small-4335 44 31018 0.077266 -0.207471 -0.230135 0.158353 0.076618 0.178672 ... 70.271547 71.389721 81.616520 88.622270 69.140551 81.258315 67.824117 106.482510 41.258903 123.607078 8 signal_bad4169cf3f558cf small-4335 44 31018 0.106525 -0.223195 -0.371424 0.360806 0.167102 -0.362442 ... 93.875324 74.533064 105.310464 117.236044 136.538536 112.060026 95.635776 33.522144 5.612688 262.065711 9 signal_e0d0192d65236af9 small-4335 44 31026 0.089329 -0.012240 -0.286329 -0.077308 -0.497771 -0.214063 ... 86.979032 75.856953 54.414743 106.209300 82.371106 95.153264 107.798715 74.847995 51.537024 135.489580 10 signal_cced67721773748d small-4335 44 31018 0.088013 -0.206732 -0.229183 0.154844 0.064358 0.173832 ... 69.726159 71.980465 81.413676 88.423159 70.112130 80.979776 68.120644 106.386789 41.759688 124.911331 11 signal_3369050129eb28d0 small-4335 44 31026 0.046745 -0.039217 0.054942 0.021310 0.390489 0.483365 ... 70.297800 64.276732 44.931412 75.102268 75.088190 123.823722 101.014402 107.389752 98.530204 87.932630 12 signal_30d08970fac6f8d8 small-4335 44 31018 0.055089 -0.129894 0.048142 -0.136154 -0.398073 -0.475851 ... 80.063073 97.149697 76.777851 84.478316 78.158725 97.770556 118.235658 72.066962 56.067774 303.697414 13 signal_766a3083a207425f small-4335 44 31018 0.058625 0.416224 -0.133378 0.085491 0.013906 0.452606 ... 70.472324 66.868019 61.099789 73.301132 95.984248 123.400216 118.605981 96.764610 94.934752 204.401399 14 signal_058f95573a62b0fe small-4335 44 31018 0.034304 0.173901 0.206778 -0.011082 0.035530 -0.249171 ... 72.489706 71.252559 88.228878 64.499831 100.273019 94.492804 107.320716 47.429777 51.118776 191.922166 15 signal_78e85314f7e7ef71 small-4335 44 31018 -0.044562 -0.459588 0.021565 0.153796 0.111862 -0.099170 ... 68.726153 90.971351 59.054774 91.467407 79.214161 110.020712 63.152388 88.647211 51.525132 218.090599 16 signal_69e54b101f982c0d small-4335 44 31018 0.013291 0.158683 -0.145797 -0.168349 -0.500584 -0.468727 ... 74.954579 85.540730 68.801386 76.753814 87.415329 108.766324 131.817057 62.965495 55.174055 256.011818 17 signal_c88e5246d328e214 small-4335 44 31018 0.028373 0.078881 -0.248018 -0.215825 -0.614033 -0.322685 ... 91.505160 89.549043 71.064298 108.001396 83.696514 80.408586 95.208242 62.668131 37.801354 143.834299 18 signal_e3225e954c156285 small-4335 44 31018 -0.003404 0.178258 -0.187269 -0.226540 -0.571201 -0.417597 ... 88.953818 89.223652 67.067881 93.942048 85.130371 86.707196 115.333125 54.936302 36.921192 186.317185 19 signal_52d86c753c806cfb small-4335 44 31018 0.028446 0.084038 -0.248792 -0.217167 -0.609016 -0.322261 ... 91.337561 90.844716 70.670889 109.479624 83.720992 80.490394 95.374999 64.322316 38.324363 143.429662 20 signal_eb616a9c3696cad1 small-4335 44 31018 -0.066651 0.021511 -0.297755 -0.236215 -0.593475 -0.242954 ... 90.105724 96.911220 76.037348 102.916680 72.998887 84.448367 99.560541 57.074750 21.146790 204.628170 21 signal_ac17a6ccc77bd935 small-4335 43 30647 0.031344 0.086378 -0.219212 -0.205000 -0.591244 -0.365472 ... 93.198327 91.649675 69.249467 106.507229 84.676470 79.016340 100.377427 64.751144 41.892852 140.680618 22 signal_9de2df764af04ef1 small-4335 44 31018 -0.006241 0.203983 -0.086289 -0.362278 -0.376905 -0.327406 ... 98.325328 96.276997 88.561589 113.297255 87.684514 79.467486 81.508176 53.434606 25.774989 134.844938 23 signal_455c6a9742c0e236 small-4335 44 31018 0.027732 0.089402 -0.233822 -0.200072 -0.593558 -0.358221 ... 93.083015 90.661182 69.557343 106.868082 83.506976 78.455625 101.318439 63.661805 39.917543 140.541892 24 signal_14bd06146b6ef271 small-4335 43 30647 -0.263776 0.155515 0.293266 -0.307534 -0.286433 -0.098708 ... 56.542763 92.252240 120.074625 106.179029 107.599183 70.738323 161.459749 72.740125 131.888642 301.145199 25 signal_aa853c2d37a72bb1 small-4335 44 31018 -0.056000 0.034219 -0.291132 -0.224992 -0.609994 -0.248238 ... 89.730399 96.928022 75.620459 103.689184 74.652027 84.662330 98.059397 56.682920 19.897447 207.429124 26 signal_501b9e421b0a632c small-4335 44 31026 -0.238560 0.005849 0.258282 -0.303209 -0.169825 -0.002642 ... 56.381720 89.316333 110.224630 112.390354 104.587590 73.155175 144.368333 79.961109 125.732930 321.494386 27 signal_37ad241681242b3a small-4335 43 30647 -0.239040 0.148936 0.297034 -0.309548 -0.277054 -0.113601 ... 73.387570 91.759765 123.346196 107.490460 115.334732 66.053793 157.448278 104.066123 66.139177 308.933416 28 signal_4d30b4b3323bf772 small-4335 44 31027 -0.227873 -0.044015 0.233947 -0.303176 -0.108698 0.053425 ... 57.923048 87.617928 105.736341 113.727110 104.401902 73.557717 140.255116 80.460736 123.089466 319.002866 29 signal_49400a19e07c260b small-4335 43 30647 0.031488 0.096423 -0.210452 -0.193007 -0.621247 -0.333898 ... 92.158580 92.607085 68.677821 106.392121 85.848588 81.522013 98.539931 63.908685 42.219828 134.985245 30 signal_45a474f935e3817f small-4335 43 30647 0.170732 0.258868 0.056828 0.100252 -0.059607 -0.660503 ... 82.365693 99.927201 104.650355 90.029257 88.836730 114.155489 108.563147 41.453417 114.300209 194.455379 31 signal_2f584d7363882200 small-4335 44 31018 0.009484 0.149622 -0.307251 -0.247433 -0.620170 -0.257643 ... 88.407195 74.358252 55.523821 85.746659 78.553441 104.664331 140.865985 79.575704 64.781721 177.745807 32 signal_68cf78fd1c0a9d6a small-4335 44 31018 0.057196 -0.102175 0.193243 -0.270932 -0.182599 0.261410 ... 90.250598 77.963863 50.182014 56.543387 65.123736 81.061954 104.251462 122.475726 38.788204 304.318857 33 signal_010a3db87ecc9dce small-4335 44 31029 0.020564 0.070648 -0.230937 -0.174709 -0.634768 -0.327129 ... 91.150413 89.107870 68.041876 106.432643 85.047081 83.166295 98.800580 64.477208 38.248561 135.027775 34 signal_91d9024d0f763f6b small-4335 44 31029 0.007371 0.051380 -0.218902 -0.187275 -0.621613 -0.315234 ... 95.917488 91.386057 66.653994 108.498596 85.353653 81.703564 96.226562 62.629007 38.155861 137.203330 35 signal_aafef4d0ee014790 small-4335 44 31018 0.048618 -0.109138 0.197754 0.230166 0.462757 0.532763 ... 75.650434 89.455802 123.149713 92.527378 108.030496 78.245241 51.209424 117.457982 115.992965 354.142669 36 signal_ffbcb99d5d73219f small-4335 44 31028 -0.302835 -0.242029 0.149991 -0.336746 -0.252176 0.211045 ... 73.860822 100.102778 94.081370 98.249582 99.467622 80.592711 122.953987 116.193525 91.556673 340.762809 37 signal_31d5f864f27e7d98 small-4335 44 31029 0.015326 0.059228 -0.250101 -0.182483 -0.628959 -0.316040 ... 89.966294 87.798552 66.585756 107.369180 86.657689 83.181513 98.847258 66.460639 37.651262 133.961807 38 signal_d95593b6317039be small-4335 44 31030 0.000996 0.037750 -0.217223 -0.170092 -0.629557 -0.309369 ... 94.505484 90.686119 66.054596 107.167017 87.125740 82.477421 94.951970 62.543767 40.672413 135.015098 39 signal_4515d3cb9e730657 small-4335 44 31018 0.173969 -0.208936 -0.173302 0.091307 -0.068375 0.131140 ... 65.535736 77.281284 76.637686 89.580973 79.061362 83.629372 68.857092 101.061511 42.627488 129.401172 40 signal_da5534364acd0bb9 small-4335 44 31030 0.003757 0.117469 -0.252751 -0.198964 -0.625146 -0.318895 ... 96.367270 89.618303 66.866293 106.070246 83.608163 80.938043 104.664585 58.139405 29.121596 151.717512 41 signal_810df804b3b2e634 small-4335 44 31023 -0.116130 -0.016787 -0.222894 -0.169715 -0.111249 -0.216008 ... 109.565607 95.057435 108.321770 124.294748 95.555724 60.620312 103.426920 41.800120 53.716818 294.698529 42 signal_bba8ab6f3dceb81f small-4335 44 31027 0.085050 -0.428537 -0.204924 0.000082 0.078028 0.365620 ... 94.983448 81.317120 65.556952 96.214712 91.873364 89.476692 86.044319 130.697961 57.823181 306.431474 43 signal_88b62fe2634b67b2 small-4335 43 30647 0.017938 -0.436579 -0.097220 0.097055 0.306220 0.530155 ... 103.337902 75.014666 61.395998 99.604042 104.142530 98.190224 80.932187 137.780961 93.280084 352.522876 44 signal_5709b57f6919c5d7 small-4335 43 30647 0.012375 -0.436123 -0.075363 0.120828 0.311120 0.532570 ... 102.256242 76.693693 63.525265 101.016587 101.903707 96.727554 77.847610 136.559426 96.873006 355.192107 45 signal_bc1ee2f4efe325c9 small-4335 44 31023 -0.003172 0.099400 -0.285818 -0.302374 -0.470398 -0.274946 ... 101.293570 85.519773 75.198917 115.157432 80.282596 75.697715 103.494027 50.900292 27.873801 159.469823 46 signal_bc167a58f435400b small-4335 44 31030 -0.036208 0.080406 -0.250581 -0.142516 -0.551391 -0.314207 ... 95.955940 86.544104 68.228183 117.958401 87.615356 83.317606 94.439524 57.337993 41.209699 148.010102 47 signal_7d833383137cbea1 small-4335 44 31019 -0.217522 0.027329 -0.119499 0.262636 0.014915 0.363802 ... 93.811263 68.818292 60.660236 112.405166 84.111315 76.257047 131.507578 109.820186 88.435731 140.649799 48 signal_1513d010cd4c51ca small-4335 44 31018 0.012741 -0.557616 -0.098267 -0.124573 0.099036 0.446780 ... 116.111232 75.817583 62.808869 138.278295 102.727456 63.539231 64.152672 115.911415 54.528572 36.296989 49 signal_234dacc70b5f8a4d small-4335 44 31018 0.021015 -0.447180 -0.259824 -0.153366 -0.370340 0.258350 ... 106.365834 80.158848 60.191385 126.445081 96.997314 77.420581 80.772681 69.826839 39.276288 112.080252 50 signal_8a109de50f2088b9 small-4335 43 30647 -0.081227 0.128918 0.270154 -0.329669 -0.203726 -0.243152 ... 80.551588 94.608419 127.355890 109.855456 97.667112 61.735571 147.239289 95.556424 38.348256 282.806968 51 signal_17672012428bc99c small-4335 43 30647 -0.024476 -0.000458 0.052607 0.137087 -0.093994 -0.175124 ... 77.123814 81.130053 60.869566 94.993906 60.131392 90.365579 70.671192 78.028864 64.661094 178.996593 52 signal_7e23295fc4d45147 small-4335 44 31018 0.060583 -0.019903 -0.326904 -0.200135 -0.167084 0.101170 ... 60.293786 64.409068 45.369174 83.182819 89.856151 120.936003 122.407114 86.126751 86.555851 172.025060 53 signal_7dbdda5504f832ac small-4335 43 30647 -0.235613 0.079048 -0.017878 0.036042 0.453461 0.323713 ... 107.310215 78.892116 92.015685 61.178012 128.785101 107.101826 49.839207 145.799331 124.350146 9.690458 54 signal_aa320db2ea8eec55 small-4335 44 31018 -0.444794 0.103489 -0.023177 0.221271 0.549124 0.363537 ... 75.977630 62.187458 108.299565 81.130118 120.407610 101.986943 87.133977 129.504792 146.801225 310.850186 55 signal_66d43a562dcc2cee small-4335 44 31018 0.219928 -0.438428 -0.363505 0.132019 -0.054696 0.037585 ... 87.479973 79.095354 63.861567 47.988301 132.878228 21.933771 89.086111 98.212789 80.416626 94.416928 56 signal_eb864b63eecb74cc small-4335 44 31018 0.111598 -0.180152 -0.322300 -0.124918 -0.135960 0.361022 ... 92.892742 63.231529 53.458990 86.349709 99.230157 95.781247 122.564210 115.749735 82.580417 115.848990

Make use of this data. What you want to do is try to find a signal that is not too close to at least the highest sharpe signal in city coordinate space.

Note: in our Scientist Release package (the zip containing the code and instructions, button called "Download Code), until yesterday, we inadvertently provided "city coordinates" from the last competition. We fixed this by removing those artifacts from the release package. If you downloaded the zip file file before yesterday ignore those. we are not using those for this Cycle. Use the city coordinates that we update hourly for the submissions in this Cycle via the button ('Download City Coordinates) on the Code page as described above.