69 lines
17 KiB
Python
69 lines
17 KiB
Python
rawdata = ["""E11-9a amph_E11_ab
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No. 27 28 29 30 31 32 33
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Al (iv) 1.17168760603347 1.03621345449937 1.07847577080796 1.07904245954011 0.968662532142944 0 0.517453302294403
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Al (vi) 0.34574794613374 0.405710686785444 0.168168513653823 0.172746304298536 0.157980594727049 0.858484179410594 1.94036214251573
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""",
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"""Fro5-2 amph_Fro_i amph_Fro_j amph_Fro_k amph_Fro_l amph_Fro_m amph_Fro_o
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No. 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 254 255 256 257 258 259 260 261 262 263 264 265 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293
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Al (iv) 0.722019855619663 0.618805763255942 1.02501004682069 1.10486521183116 1.18493217142932 1.19295407392041 1.15759451353221 1.16429698850985 1.21123469040152 1.20507209553264 1.30861065282402 1.09144150899768 0.982439956144869 0.918193863276047 0.405664661926494 0.362530813021841 0.372980250495114 0.328547821159988 0.243986930365164 0.296408654943485 0.307909880246553 0.359144170412725 0.872444059303483 0.858107376299246 0.844286361278411 1.2200291006557 0.978363396613103 1.06809097270696 1.10896600646457 1.55676512895417 1.00453603762971 0.873231869108992 0.664710569810095 0.393495015337273 0.359070626763721 0.315505017892295 0.158166254469616 0.206867394174812 1.39351036719127 1.31571242621294 0.59785059241193 0.420801602841876 0.264833006671243 0.328230289116427 0.370141500529203 0.477022110003905 0.294780639391238 0.671248066534227 0.894151188287977 1.41253847593417 0.353860906997785 0.421185639874149 0.326373971471085 0.316768682167532 0.298709896920723 0.312106822828219 0.333263330736797 1.15527021350207 0.979882525568701 0.708172715407262 0.597919267700598 0.410307264204808 0.296606171848898 0.367569499388969 0.421663528818793 0.333330343809449 0.282690916058288 0.327614137469426 0.388701589377633 0.237887121812194 0.235656809658487 0.192344872665882 0.308308746647008 0.255445884050983 0.239425364568866 0.315366207415213
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Al (vi) 0.933489100997222 1.06666153315248 0.877876448676666 0.919369206527092 0.912710727349233 0.93050011160589 1.00821494084138 0.969406552353089 0.981774854119898 0.970280109244273 0.978003417382252 0.958376300795917 0.796594495931627 0.832584234383143 1.31229512954086 1.36217316381665 1.3762468969197 1.41247477820508 1.51235653390907 1.42844729725813 1.40019958371494 1.35728809962144 0.889266058203009 0.867031554138447 0.86188965356094 0.72720585444048 0.86700036591186 0.757753452875172 0.849755233916429 0.981246182964492 0.73255198503012 0.803888066140904 1.00117464606099 1.3267923469654 1.37655085682166 1.47596769680823 1.66558076284081 1.5778281638066 1.02461156119325 0.868002940635026 1.22602856950507 1.29265036135634 1.43338130324905 1.4171314070923 1.39361718073771 1.2156203834852 1.39503157494463 1.06582838399492 0.835616008986315 0.783232923753725 1.36077278004045 1.3810262185537 1.47027538517149 1.47748835813899 1.48593971990796 1.49843545764423 1.46859890842675 0.879251188709484 0.924169365409821 1.12285334809971 1.19755834530786 1.34451290628813 1.44417170575338 1.34965540297918 1.28127198505971 1.33211799086708 1.41002240525348 1.36018855138295 1.30219682716984 1.47950693452883 1.46419425399954 1.49704799262834 1.39576034271885 1.45635643701559 1.4698053796526 1.4041558429872
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""",
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"""Fro12-4 amph_Fro_ad amph_Fro_ah amph_Fro_ai amph_Fro_aj
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No. 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249
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Al (iv) 1.015 0.904 0.820 0.792 0.790 0.713 0.684 0.184 0.198 0.166 0.182 0.164 0.181 0.252 0.194 0.153 0.174 0.215 0.614 0.557 0.658 0.689 0.764 0.763 0.247 0.216 0.229 0.159 0.136 0.629 0.812 0.880 0.208 0.218 0.221 0.249 0.199 0.302 0.205 0.297 0.631 0.665 0.836 0.879 0.270 0.231 0.182 0.256 0.239 0.169 0.182 0.636 0.675 0.746
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Al (vi) 0.580 0.855 0.824 0.818 0.807 0.874 0.821 1.544 1.545 1.635 1.598 1.645 1.625 1.596 1.620 1.615 1.567 1.503 0.843 0.969 0.823 0.877 0.869 0.936 1.555 1.561 1.514 1.587 1.611 0.792 0.805 0.844 1.551 1.532 1.561 1.520 1.531 1.394 1.549 1.397 0.756 0.783 0.810 0.838 1.547 1.563 1.608 1.500 1.507 1.570 1.530 0.792 0.767 0.805
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""",
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"""Fro1312b1 amph_Fro_bb amph_Fro_be amph_Fro_bi
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No. 289 290 291 292 293 294 295 296 297 298 299 337 338 339 340 341 342 343 344 345 346 376 377 378 379 380 381 382
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Al (iv) 0.830 0.810 0.840 0.916 0.844 0.829 0.756 0.196 0.241 0.536 0.911 0.235 0.223 0.112 0.256 0.219 0.664 0.376 0.338 0.219 0.846 0.235 0.260 0.407 0.478 0.745 0.444 0.990
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Al (vi) 0.909 1.004 0.890 0.816 0.867 0.878 0.923 1.471 1.425 1.182 1.129 1.450 1.462 1.622 1.406 1.455 0.892 1.263 1.318 1.402 0.655 1.463 1.423 1.333 1.206 0.937 1.240 0.885
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""",
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"""Rane10-3 amph_Rane_a amph_Rane_b amph_Rane_c amph_Rane_e amph_Rane_f
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No. 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 278 279 280 281 282 283 284 285 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304
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Al (iv) 0.172 0.000 0.796 0.822 0.819 0.192 0.142 0.253 0.863 0.991 0.247 0.232 0.272 0.127 0.086 0.147 0.100 0.127 0.173 0.168 0.519 0.269 0.645 0.799 0.662 0.153 0.147 0.111 0.081 0.125 0.253 0.066 0.056 0.158 0.301 0.546 0.549 0.569 0.073 0.081 0.047 0.000 0.650 0.564 0.537 0.686 1.239 1.246 1.419 0.192 0.605 0.174 0.047 0.073 0.156 0.163 0.130 0.126 0.325 0.652 1.202
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Al (vi) 1.630 2.603 0.817 0.824 0.746 1.571 1.688 1.478 0.899 0.746 1.558 1.536 1.538 1.729 1.755 1.666 1.735 1.712 1.652 1.616 1.041 1.491 0.807 0.921 0.923 1.636 1.674 1.636 1.645 1.694 1.520 1.715 1.682 1.573 1.442 0.921 0.810 0.666 1.733 1.726 1.752 3.091 0.709 0.688 0.988 0.615 1.010 1.062 1.118 1.664 1.333 1.575 1.715 1.714 1.655 1.636 1.675 1.676 1.392 0.751 0.747
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""",
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"""Rane10-4 amph_Rane_g amph_Rane_l amph_Rane_m
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No. 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286
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Al (iv) 0.234 0.162 0.255 0.431 0.168 0.295 0.560 0.583 0.483 0.459 0.491 0.504 0.564 0.749 0.909 0.775 0.206 0.203 0.164 0.215 0.249 0.162 0.586 0.494 0.534 0.731 0.608 0.644 0.756 0.821 0.214 0.181 0.134 0.006 0.405 0.368 0.499 0.520 0.515 0.488 0.545 0.637
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Al (vi) 1.474 1.592 1.478 1.330 1.559 1.340 0.646 0.678 0.578 0.570 0.571 0.681 0.612 0.789 0.674 0.775 1.550 1.517 1.569 1.476 1.438 1.548 0.623 0.655 0.649 0.941 0.684 0.868 0.626 0.802 1.527 1.595 1.584 1.720 0.806 0.960 0.693 0.545 0.560 0.557 0.558 0.436
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""",
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"""Rane10-10 amph_Rane_p amph_Rane_q amph_Rane_r amph_Rane_s amph_Rane_t amph_Rane_u amph_Rane_v amph_Rane_w
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No. 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 301 302 303 304 305 306 326 327 328 329 330 331 332 333 334 335 336 337 338 389 390 391 392 394 395 396 397 398 399 400 401 402 403 404 405
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Al (iv) 0.115 0.282 0.292 0.508 0.453 0.524 0.832 0.142 0.179 0.200 0.203 0.206 0.239 0.934 0.848 0.846 0.730 0.092 0.085 0.077 0.123 0.278 0.279 0.216 0.352 0.399 1.081 1.028 0.105 0.236 0.245 1.404 1.315 1.717 0.157 0.179 0.189 0.199 0.223 0.253 0.536 0.780 0.392 0.736 0.120 0.165 0.143 0.179 0.139 0.146 0.189 0.214 0.223 0.337 0.382 0.292 0.335 0.477 1.151 1.186 1.390 1.627 1.502
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Al (vi) 1.463 1.290 1.258 1.104 1.116 1.077 0.862 1.472 1.435 1.397 1.371 1.364 0.867 0.370 0.347 0.316 0.068 1.521 1.534 1.519 1.466 1.299 1.329 1.394 1.259 1.185 0.318 0.315 1.491 1.321 1.300 0.652 0.711 0.725 1.445 1.441 1.428 1.413 1.423 1.355 1.104 0.882 1.164 0.972 1.444 1.394 1.399 1.422 1.485 1.480 1.434 1.451 1.387 1.305 1.270 1.248 1.244 1.104 0.565 0.500 0.595 0.558 0.681
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""", # second data set starts below
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"""Fro11-6c (gln) amph_Fro_ca amph_Fro_cb amph_Fro_cc amph_Fro_cd
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No. 33 34 35 36 37 38 40 41 42 43 44 53 54 55 56 57 58 59 74 75 76 77 78 79 80 81 82 83 89 90 91 92 93 94 95 96 97 98
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Al (iv) 0.946816804407802 0.915374936513542 0.937271642498776 0.847760968902469 0.747719228173619 0.714829698146967 1.86571227579049 1.71838080893279 1.71103734452366 1.70879657970424 1.64092677390816 0.461022184356462 0.693023395327311 0.982951765167888 1.52795621943651 1.53036132489667 1.49209394814901 1.62995787481642 0.698900346977771 0.816799574124805 0.764948598355243 0.869872587451249 1.5530690903298 1.79468904739747 1.84420792449185 1.99843039623898 1.56667648786992 1.57383359070777 0.630928262769171 0.561577760147696 0.548056344005859 0.786375842376335 1.00513689464044 1.87745464654207 1.93338975656706 0.615313278112884 0.50168136117628 1.61995337675513
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Al (vi) 0.838942186807262 0.815361670511523 0.808137144270259 0.862078768661791 0.939090197132293 0.963779498333328 0.560748890921683 0.484482276634198 0.473542874470649 0.609182415010286 0.599143153793783 1.12725569400285 0.966366578088712 0.806510848833191 3.51621774600843 3.56674385825125 3.57782677128492 3.36773309452869 0.942984820030193 0.887441228699995 0.944724260781667 0.901423930916418 0.386579399482084 0.481158896581861 0.53578885415416 0.76897845900415 0.400356157934341 0.510848459618583 0.998093322898503 1.03315559508081 1.02774242501428 0.951305106175528 0.819026996150823 0.798236792336004 1.54853682884571 0.988494165008363 1.06735883175549 0.576081223535151""",
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"""Fro12-2 (gln) amph_Fro_ce amph_Fro_cf amph_Fro_cg amph_Fro_ch amph_Fro_ci amph_Fro_cj amph_Fro_ck
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No. 191 192 193 194 195 196 197 198 199 200 201 202 222 223 224 225 226 227 228 229 230 231 232 233 245 246 247 248 249 250 251 252 253 259 260 261 262 263 264 265 266 267 268 269 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315
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Al (iv) 0.328188388002119 0.361256275224842 0.362429861161353 0.342701124396405 0.375689071786472 0.410922546562091 0.433489035412379 0.215393190830418 0.352438484877891 0.860029563686514 0.981522439883262 1.08818373565835 0.384753748828151 0.388117260733489 0.347654152270255 0.529919556378776 0.583522801938067 0.377562975184153 0.417591727752516 0.877417733596414 1.1786437776632 1.22285207322467 0.951286956138196 0.974460816925085 0.887289832741685 0.360677366131962 0.428434921439195 0.412327022806907 0.502578452044203 1.01026038416063 1.08387614318567 1.16025742016281 0.854098229490802 0.375855418045937 0.289692422406622 0.436627446505401 0.54555536543532 0.402297240781901 0.827694244724913 0.883768905233 1.01023249853057 1.16494077314581 1.05218100302439 1.07271367271352 0.770950749006239 0.27531264327789 0.374033825154145 0.338852609962906 0.36706682043426 0.817341101615991 0.762079236826144 1.25500977497809 1.08211101979398 1.11167158638088 1.0643412222582 1.08026436357389 1.03519777229883 0.947204233180861 0.386067094610256 0.357594948027232 0.29320791126707 0.338630493331255 0.370393547817729 0.347849859930496 0.32545386771765 0.337512298104357 0.414621915838326 0.625592554904839 0.887937451012005 0.947577578612908 1.02858068580916 1.02952059000579 1.15762177585972 1.07719594023792 0.392634480405641 0.405076921869238 0.331509741636521 0.382734742735397 0.369638226563933 0.761249808607752 0.872380301765923 0.95152692000307 0.922540441086865 0.986008478205388 0.98738227238653 1.9257930295669 1.48390529065649
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Al (vi) 1.37017335890543 1.36844364037036 1.32288688936552 1.37029541618546 1.37024211844302 1.35087782045706 1.29461573002652 1.50861073865596 1.3267869122613 0.612766609051898 0.693097818545363 0.670250981028784 1.3113133967853 1.34586514772034 1.35120737985726 1.17787883422592 1.12431189432453 1.36570772342889 1.33366175301796 0.549125324096053 0.63185534306506 0.629769910820257 0.514554244651119 0.640588186644977 0.929064970765926 1.36945947220338 1.28702756326837 1.31522311951817 1.23519616350027 0.598196994561467 0.596610834619597 0.573975596813212 0.2257536612153 1.37957308340145 1.42031965165414 1.08294441110912 1.11684264289059 1.34256283430956 0.893482190348614 0.505383059504192 0.660494005191579 0.580331722771146 0.656397074917925 0.634530014440569 0.618954716080268 1.50568132348632 1.34859276445898 1.41407627333516 1.35881473682596 0.635224674181522 0.543399719473396 0.859870249699252 0.630056681042227 0.707551804332569 0.752200148416642 0.711696461129994 0.68907797385245 0.725583405687959 1.32471185901789 1.361178184943 1.46613949231631 1.36801377871056 1.35482566723579 1.40188108196994 1.41669289870394 1.41701792117051 1.3173557632398 1.05825229558851 0.604084399396854 0.572378684337928 0.638198011270666 0.623548230339987 0.707997620150112 0.602927533124502 1.2937876942767 1.29620291613596 1.43353543228735 1.35113875560262 1.32831854491189 0.694020039147137 0.659831222815137 0.5729544062121 0.687856225738848 0.691489332662949 0.70608557115278 2.48251955219877 4.02806549864933""",
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"""Fro12-13a (gln) amph_Fro_cl amph_Fro_cm amph_Fro_cn amph_Fro_co amph_Fro_cp amph_Fro_cq amph_Fro_cr amph_Fro_cs amph_Fro_ct amph_Fro_cu amph_Fro_cv
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No. 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 109 110 111 112 113 114 115 116 137 138 139 140 141 142 143 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 450 451 452 453 454 455 456 457 458 459
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Al (iv) 0 0.314353485701544 0.325291246418307 0.381403755363658 0.374302906412133 0.489528008310402 0.402225876198907 1.75871040410334 1.84146892417324 1.45935094146606 1.27284089871442 1.05421242353845 0.850022770011366 0.839986208459827 0.32211912468823 0.285872871643965 0.261919641645515 0.284384131951545 0.349818354093864 0.313322857319986 0.425344884166535 0.505290552823106 0.903938357238606 0.311516192198159 0.40284833961657 0.381826799315414 0.341443209938549 1.0312673119157 1.05362107396374 1.11817520899743 0.269991406049937 0.310167696154493 0.348350989371074 0.331714596146752 0.36820771230222 0.31276106321326 0.424055902995629 0.408894424685645 0.646334308987496 0.903507639568968 1.01920305688623 0.261897957134529 0.245147508828516 0.367981013369273 1.06140937955948 1.56469269258899 1.11004722485604 2.15682423580188 2.05816222486019 0.215868941603327 0.201187312466408 0.345088393266079 0.311130260948995 0.349404027913159 0.328721574850613 0.620205621992563 0.353629416457129 0.398192685066014 0.318986023530274 0.433273205055643 0.276962637949195 0.447159671998953 0.403137001587158 0.318877624551829 0.257356458438419 0.370597054569883 0.403461649478006 0.359611754760731 1.32449774843963 1.25870193800869 1.29793985417384 1.19587675638665 1.19627997028856 1.40232459545016 1.60790438309744 1.54007466576874 0.505282011535206 1.10047535393283 1.08032365713327 0.59829553968101 0.246349955322835 0.327210473418903 0.303732680014742
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Al (vi) 1.74791037980584 1.34349648179927 1.34436593711445 1.28937857759042 1.27271508985709 1.2033095164389 1.22829701384197 0.803611053526665 0.602741049046181 0.895348347630978 1.0239106639883 1.02334251717134 1.03350201423128 0.976808916850934 1.32239104480213 1.42669502418355 1.41394709734442 1.39706921721595 1.35371764042877 1.30996665202343 1.22308886742955 1.1525484796713 0.881750123558456 1.32145376636871 1.24472981086873 1.26601793376856 1.33443728114338 0.976993949443575 0.82897264994853 0.837403150612387 1.41298027039234 1.45266468208903 1.39307155029634 1.37198822682148 1.2830570595143 1.37706097406316 1.2454933797397 1.27042358958718 1.10385060851776 0.915678660168757 0.903723174448463 1.48696583008407 1.37504764516274 1.2956723675947 0.762055964856206 0.603198270035297 0.470375922080046 0.496910816778194 1.54410092366639 1.47126018385118 1.44799487512134 1.31896152413539 1.36336161435732 1.39280911709791 1.31292300266436 1.14669041153757 1.36820806821928 1.27897483345219 1.32011814900904 1.22265769666829 1.3784136968127 1.20726257533416 1.31339720508611 1.3646558937751 1.4350383479321 1.24281673273374 1.2340357656236 1.29801329059426 0.144475455643813 0.253179259915687 0.265909524205712 0.282541006058353 0.291017591003584 0.810272603510621 0.622012381914396 0.420188235749915 1.19961584594336 0.855091117230516 0.9216006831554 1.00800053725834 1.45175578408793 1.36103426245815 1.38259411407457"""
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]
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def _convert(d):
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dat = []
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ds = list(map(lambda x: x.split(), d.split("\t\t")[1:]))
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for s in ds:
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dat.append(list(map(float, s)))
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return dat
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def get_data():
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data = {}
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for dataset in rawdata:
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lines = dataset.split("\n")
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probe_label = lines[0].split("\t")[0]
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data[probe_label] = {"zones": lines[0].split()[1:],
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"index": _convert(lines[1]),
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"al4": _convert(lines[2]),
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"al6": _convert(lines[3])}
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return data
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data = get_data()
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