グライダーなどのフライトログに使われる.igc形式のフライトログをCSVデータに変換するPythonプログラムについて説明する
はじめに
最終的にはこんな感じのものを作成する
↓変換元の.igcファイル
AXNA9AD179D6D6F04DDD95474658245E6D4F
HFDTEDATE:180223,01
HFPLTPILOTINCHARGE:mtkbirdman
HFCM2CREW2:NIL
HFGTYGLIDERTYPE:G103a Twin Astir II
HFGIDGLIDERID:JA9999
HFDTMGPSDATUM:WGS84
HFRFWFIRMWAREVERSION:2.8.1+1647
HFRHWHARDWAREVERSION:Apple iPhone,Ios 16.2
HFFTYFRTYPE:Naviter,SeeYou Navigator
HFGPSRECEIVER:Unknown,Internal,0,0
HFPRSPRESSALTSENSOR:Unknown,Internal,0
HFALGALTGPS:ELL
HFALPALTPRESSURE:ISA
HFCIDCOMPETITIONID:NKN
HFCCLCOMPETITIONCLASS:NKN
HFTZNTIMEZONE:9.0
J020810WDI1113WSP
LXNA::VEHICLE:0
LXNA::LOGSTART,GSP,VARIO
LXNA::PHASE:onGround
E013830ATS102415
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LXNA::PHASE:takingOff
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B0146564901617N00234396EA0021600120
B0146574901602N00234399EA0021600119
B0146584901587N00234402EA0021600120
B0146594901572N00234407EA0021600120
B0147004901557N00234410EA0021500121
B0147014901542N00234412EA0021400120
B0147024901527N00234412EA0021300119
B0147034901513N00234410EA0021200119
B0147044901499N00234408EA0021100119
B0147054901485N00234401EA0021000119
B0147064901473N00234393EA0020800119
B0147074901462N00234383EA0020800119
B0147084901453N00234372EA0020700120
B0147094901445N00234358EA0020700121
B0147104901439N00234346EA0020700119
B0147114901437N00234330EA0020400115
B0147124901436N00234315EA0020100111
B0147134901435N00234299EA0019700109
B0147144901434N00234283EA0019200108
B0147154901432N00234267EA0018600107
B0147164901424N00234251EA0018300106
B0147174901423N00234236EA0017900104
B0147184901423N00234220EA0017600102
B0147194901423N00234203EA0017300101
B0147204901422N00234185EA0017000100
B0147214901421N00234169EA0016700100
B0147224901421N00234152EA0016300100
B0147234901420N00234137EA0015700102
B0147244901420N00234121EA0015400102
B0147254901420N00234104EA0015200102
B0147264901419N00234089EA0015000102
B0147274901418N00234074EA0014900100
B0147284901418N00234058EA0014700099
B0147294901417N00234041EA0014400098
B0147304901416N00234025EA0014200097
B0147314901415N00234009EA0013900096
B0147324901413N00233994EA0013600094
B0147334901412N00233978EA0013300093
B0147344901411N00233961EA0013000092
B0147354901410N00233945EA0012600093
B0147364901409N00233930EA0012300094
B0147374901408N00233915EA0012000096
B0147384901407N00233899EA0011700097
B0147394901406N00233886EA0011500099
B0147404901407N00233871EA0011400106
B0147414901407N00233859EA0011300109
B0147424901408N00233847EA0011300113
B0147434901408N00233835EA0011300115
B0147444901408N00233826EA0011300117
B0147454901407N00233816EA0011400118
B0147464901406N00233806EA0011400119
B0147474901405N00233798EA0011500120
B0147484901403N00233789EA0011500120
B0147494901403N00233781EA0011500121
B0147504901401N00233773EA0011500121
B0147514901400N00233766EA0011600121
B0147524901399N00233761EA0011600122
B0147534901398N00233755EA0011600122
B0147544901397N00233748EA0011600122
B0147554901397N00233743EA0011700122
B0147564901396N00233737EA0011700121
B0147574901396N00233733EA0011700121
B0147584901395N00233728EA0011700121
B0147594901394N00233724EA0011700121
B0148004901394N00233719EA0011700120
B0148014901393N00233715EA0011800120
B0148024901393N00233710EA0011800120
B0148034901392N00233708EA0011800120
B0148044901391N00233704EA0011800120
B0148054901391N00233701EA0011800120
B0148064901391N00233699EA0011800120
B0148074901391N00233697EA0011800119
B0148084901390N00233694EA0011800119
B0148094901390N00233693EA0011800119
B0148104901390N00233692EA0011800119
B0148114901390N00233691EA0011800119
B0148124901391N00233691EA0011800119
B0148134901391N00233690EA0011800119
B0148144901391N00233689EA0011800119
B0148154901391N00233689EA0011800119
B0148164901391N00233687EA0011800119
B0148174901391N00233687EA0011800119
B0148184901391N00233687EA0011800119
B0148194901390N00233687EA0011800118
B0148204901390N00233687EA0011800119
B0148214901390N00233687EA0011800119
LXNA::LOGSTOP
LXNA::PHASE:onGround
G0089F458A95684AE250AC7B8DA396BC8E433EE2D84F50902C8641C5BD35688A7952D56
G798F3A2F480A436464D87A7F556F35AAA7D09A5C7E742970CEF5D264A5A8
LXCM::TKOFFLAND:1,20230218014008,20230218014821
LXCM::TKOFFLANDALT:1,90,48
LXCM::SOARINGBEGIN:1,20230218014049,430
LXCM::OPT:1,3,6664,5,7348,5,7348
LXCM::TRIANGLE:1,FAI_NO,6632,-16384
LXCM::FLTSTAT1:1,14.91,-0.81,21.30,438,261,31.85
LXCM::FLTSTAT2:1,20230218014036,20230218014027
LXCM::FLTVARIO:1,20,18.44,20230218014013,-5.56,20230218014715
LXCM::ENDINFO
↓変換後のCSVファイル
igc_index | record_type | UTC_time | latitude | NS | longitude | EW | fix_validity | press_alt | GNSS_alt | |
0 | 67 | B | 2023/2/22 1:39 | 49.01391 | N | 2.33687 | E | A | 119 | 119 |
1 | 68 | B | 2023/2/22 1:39 | 49.01391 | N | 2.33686 | E | A | 119 | 119 |
2 | 69 | B | 2023/2/22 1:39 | 49.01391 | N | 2.33684 | E | A | 119 | 119 |
3 | 71 | B | 2023/2/22 1:39 | 49.01391 | N | 2.33676 | E | A | 119 | 119 |
4 | 72 | B | 2023/2/22 1:39 | 49.01392 | N | 2.33665 | E | A | 119 | 119 |
5 | 73 | B | 2023/2/22 1:40 | 49.01393 | N | 2.33653 | E | A | 119 | 119 |
6 | 74 | B | 2023/2/22 1:40 | 49.01394 | N | 2.33636 | E | A | 120 | 119 |
7 | 75 | B | 2023/2/22 1:40 | 49.01393 | N | 2.33618 | E | A | 120 | 120 |
8 | 76 | B | 2023/2/22 1:40 | 49.01393 | N | 2.336 | E | A | 122 | 121 |
9 | 77 | B | 2023/2/22 1:40 | 49.01393 | N | 2.33584 | E | A | 126 | 123 |
10 | 78 | B | 2023/2/22 1:40 | 49.01393 | N | 2.33567 | E | A | 131 | 126 |
11 | 79 | B | 2023/2/22 1:40 | 49.01393 | N | 2.33551 | E | A | 139 | 129 |
12 | 80 | B | 2023/2/22 1:40 | 49.01392 | N | 2.3354 | E | A | 149 | 132 |
13 | 82 | B | 2023/2/22 1:40 | 49.01393 | N | 2.33528 | E | A | 160 | 136 |
14 | 83 | B | 2023/2/22 1:40 | 49.01392 | N | 2.33518 | E | A | 174 | 140 |
15 | 84 | B | 2023/2/22 1:40 | 49.01391 | N | 2.33506 | E | A | 190 | 146 |
16 | 85 | B | 2023/2/22 1:40 | 49.0139 | N | 2.33495 | E | A | 207 | 151 |
17 | 86 | B | 2023/2/22 1:40 | 49.0139 | N | 2.33484 | E | A | 224 | 159 |
18 | 87 | B | 2023/2/22 1:40 | 49.01385 | N | 2.33469 | E | A | 242 | 168 |
19 | 88 | B | 2023/2/22 1:40 | 49.01381 | N | 2.33458 | E | A | 259 | 180 |
20 | 89 | B | 2023/2/22 1:40 | 49.0138 | N | 2.33441 | E | A | 276 | 196 |
21 | 90 | B | 2023/2/22 1:40 | 49.0138 | N | 2.33378 | E | A | 309 | 150 |
22 | 91 | B | 2023/2/22 1:40 | 49.01379 | N | 2.33361 | E | A | 324 | 166 |
23 | 92 | B | 2023/2/22 1:40 | 49.01379 | N | 2.33343 | E | A | 339 | 181 |
24 | 93 | B | 2023/2/22 1:40 | 49.01383 | N | 2.33325 | E | A | 353 | 223 |
25 | 94 | B | 2023/2/22 1:40 | 49.01358 | N | 2.33292 | E | A | 367 | 133 |
26 | 95 | B | 2023/2/22 1:40 | 49.0136 | N | 2.33273 | E | A | 380 | 133 |
27 | 96 | B | 2023/2/22 1:40 | 49.01363 | N | 2.33255 | E | A | 392 | 136 |
28 | 97 | B | 2023/2/22 1:40 | 49.01368 | N | 2.33236 | E | A | 403 | 141 |
29 | 98 | B | 2023/2/22 1:40 | 49.01373 | N | 2.33216 | E | A | 415 | 145 |
30 | 99 | B | 2023/2/22 1:40 | 49.01385 | N | 2.33199 | E | A | 426 | 192 |
31 | 100 | B | 2023/2/22 1:40 | 49.01395 | N | 2.33182 | E | A | 436 | 236 |
32 | 101 | B | 2023/2/22 1:40 | 49.01365 | N | 2.33191 | E | A | 447 | 131 |
33 | 102 | B | 2023/2/22 1:40 | 49.01369 | N | 2.3317 | E | A | 457 | 131 |
34 | 103 | B | 2023/2/22 1:40 | 49.01391 | N | 2.33143 | E | A | 467 | 229 |
35 | 104 | B | 2023/2/22 1:40 | 49.0141 | N | 2.33119 | E | A | 476 | 304 |
36 | 105 | B | 2023/2/22 1:40 | 49.01377 | N | 2.33111 | E | A | 484 | 137 |
37 | 106 | B | 2023/2/22 1:40 | 49.01378 | N | 2.33095 | E | A | 491 | 130 |
38 | 107 | B | 2023/2/22 1:40 | 49.01405 | N | 2.33074 | E | A | 502 | 234 |
39 | 108 | B | 2023/2/22 1:40 | 49.01436 | N | 2.33075 | E | A | 505 | 372 |
40 | 109 | B | 2023/2/22 1:40 | 49.0144 | N | 2.33057 | E | A | 507 | 374 |
41 | 110 | B | 2023/2/22 1:40 | 49.01444 | N | 2.33039 | E | A | 508 | 378 |
42 | 111 | B | 2023/2/22 1:40 | 49.01449 | N | 2.33021 | E | A | 508 | 382 |
43 | 112 | B | 2023/2/22 1:40 | 49.01453 | N | 2.33004 | E | A | 507 | 385 |
44 | 113 | B | 2023/2/22 1:40 | 49.01458 | N | 2.32988 | E | A | 507 | 386 |
45 | 114 | B | 2023/2/22 1:40 | 49.01462 | N | 2.32972 | E | A | 506 | 389 |
46 | 115 | B | 2023/2/22 1:40 | 49.01466 | N | 2.32956 | E | A | 506 | 391 |
47 | 116 | B | 2023/2/22 1:40 | 49.01471 | N | 2.32939 | E | A | 505 | 394 |
48 | 117 | B | 2023/2/22 1:40 | 49.01511 | N | 2.32912 | E | A | 505 | 265 |
49 | 118 | B | 2023/2/22 1:40 | 49.01515 | N | 2.32898 | E | A | 504 | 310 |
50 | 119 | B | 2023/2/22 1:40 | 49.01454 | N | 2.32844 | E | A | 504 | 141 |
51 | 120 | B | 2023/2/22 1:40 | 49.01467 | N | 2.32833 | E | A | 503 | 132 |
52 | 121 | B | 2023/2/22 1:40 | 49.01486 | N | 2.32826 | E | A | 502 | 231 |
53 | 122 | B | 2023/2/22 1:40 | 49.01498 | N | 2.32816 | E | A | 501 | 304 |
54 | 124 | B | 2023/2/22 1:40 | 49.01488 | N | 2.32799 | E | A | 500 | 152 |
55 | 125 | B | 2023/2/22 1:40 | 49.01492 | N | 2.32782 | E | A | 499 | 135 |
56 | 126 | B | 2023/2/22 1:40 | 49.01504 | N | 2.3277 | E | A | 496 | 227 |
57 | 127 | B | 2023/2/22 1:40 | 49.01514 | N | 2.32754 | E | A | 495 | 293 |
58 | 128 | B | 2023/2/22 1:40 | 49.01511 | N | 2.32732 | E | A | 494 | 285 |
59 | 129 | B | 2023/2/22 1:40 | 49.01515 | N | 2.32715 | E | A | 492 | 285 |
60 | 130 | B | 2023/2/22 1:40 | 49.01499 | N | 2.32683 | E | A | 491 | 126 |
61 | 131 | B | 2023/2/22 1:40 | 49.01504 | N | 2.32666 | E | A | 491 | 126 |
62 | 132 | B | 2023/2/22 1:40 | 49.01526 | N | 2.3266 | E | A | 490 | 221 |
63 | 133 | B | 2023/2/22 1:40 | 49.0154 | N | 2.3265 | E | A | 489 | 291 |
64 | 134 | B | 2023/2/22 1:40 | 49.01535 | N | 2.32643 | E | A | 488 | 150 |
65 | 135 | B | 2023/2/22 1:41 | 49.0154 | N | 2.3262 | E | A | 488 | 161 |
66 | 136 | B | 2023/2/22 1:41 | 49.01554 | N | 2.32614 | E | A | 487 | 298 |
67 | 137 | B | 2023/2/22 1:41 | 49.01539 | N | 2.32564 | E | A | 487 | 120 |
68 | 138 | B | 2023/2/22 1:41 | 49.01561 | N | 2.32552 | E | A | 486 | 120 |
69 | 139 | B | 2023/2/22 1:41 | 49.0158 | N | 2.32545 | E | A | 485 | 166 |
70 | 140 | B | 2023/2/22 1:41 | 49.01593 | N | 2.32535 | E | A | 485 | 206 |
71 | 141 | B | 2023/2/22 1:41 | 49.01602 | N | 2.32521 | E | A | 484 | 204 |
72 | 142 | B | 2023/2/22 1:41 | 49.01616 | N | 2.32512 | E | A | 482 | 239 |
73 | 143 | B | 2023/2/22 1:41 | 49.0163 | N | 2.32507 | E | A | 481 | 268 |
74 | 144 | B | 2023/2/22 1:41 | 49.01643 | N | 2.32498 | E | A | 478 | 267 |
75 | 145 | B | 2023/2/22 1:41 | 49.01658 | N | 2.32492 | E | A | 477 | 266 |
76 | 146 | B | 2023/2/22 1:41 | 49.01673 | N | 2.32491 | E | A | 476 | 265 |
77 | 147 | B | 2023/2/22 1:41 | 49.01688 | N | 2.32492 | E | A | 476 | 264 |
78 | 148 | B | 2023/2/22 1:41 | 49.01704 | N | 2.32495 | E | A | 475 | 263 |
79 | 149 | B | 2023/2/22 1:41 | 49.01718 | N | 2.32504 | E | A | 474 | 262 |
80 | 150 | B | 2023/2/22 1:41 | 49.01768 | N | 2.3241 | E | A | 474 | 118 |
81 | 151 | B | 2023/2/22 1:41 | 49.01774 | N | 2.32428 | E | A | 473 | 116 |
82 | 152 | B | 2023/2/22 1:41 | 49.0178 | N | 2.32442 | E | A | 472 | 116 |
83 | 153 | B | 2023/2/22 1:41 | 49.01786 | N | 2.32457 | E | A | 472 | 115 |
84 | 154 | B | 2023/2/22 1:41 | 49.01789 | N | 2.32476 | E | A | 471 | 116 |
85 | 155 | B | 2023/2/22 1:41 | 49.01794 | N | 2.32493 | E | A | 471 | 115 |
86 | 156 | B | 2023/2/22 1:41 | 49.01799 | N | 2.32509 | E | A | 471 | 115 |
87 | 157 | B | 2023/2/22 1:41 | 49.01804 | N | 2.32526 | E | A | 471 | 115 |
88 | 158 | B | 2023/2/22 1:41 | 49.01808 | N | 2.32543 | E | A | 471 | 115 |
89 | 160 | B | 2023/2/22 1:41 | 49.01812 | N | 2.32556 | E | A | 471 | 115 |
90 | 161 | B | 2023/2/22 1:41 | 49.01815 | N | 2.32572 | E | A | 471 | 115 |
91 | 162 | B | 2023/2/22 1:41 | 49.01819 | N | 2.32587 | E | A | 471 | 115 |
92 | 163 | B | 2023/2/22 1:41 | 49.01821 | N | 2.32601 | E | A | 470 | 115 |
93 | 164 | B | 2023/2/22 1:41 | 49.01816 | N | 2.32636 | E | A | 470 | 139 |
94 | 165 | B | 2023/2/22 1:41 | 49.01812 | N | 2.32659 | E | A | 470 | 136 |
95 | 166 | B | 2023/2/22 1:41 | 49.01824 | N | 2.32683 | E | A | 470 | 133 |
96 | 167 | B | 2023/2/22 1:41 | 49.01826 | N | 2.32707 | E | A | 469 | 131 |
97 | 168 | B | 2023/2/22 1:41 | 49.01829 | N | 2.32732 | E | A | 469 | 130 |
98 | 169 | B | 2023/2/22 1:41 | 49.01831 | N | 2.32754 | E | A | 468 | 128 |
99 | 170 | B | 2023/2/22 1:41 | 49.01833 | N | 2.32777 | E | A | 467 | 126 |
100 | 171 | B | 2023/2/22 1:41 | 49.01835 | N | 2.32797 | E | A | 467 | 125 |
101 | 172 | B | 2023/2/22 1:41 | 49.0183 | N | 2.32742 | E | A | 466 | 112 |
102 | 173 | B | 2023/2/22 1:41 | 49.01831 | N | 2.32758 | E | A | 465 | 111 |
103 | 174 | B | 2023/2/22 1:41 | 49.01832 | N | 2.32772 | E | A | 465 | 111 |
104 | 175 | B | 2023/2/22 1:41 | 49.01832 | N | 2.32788 | E | A | 464 | 111 |
105 | 176 | B | 2023/2/22 1:41 | 49.01833 | N | 2.32803 | E | A | 464 | 111 |
106 | 177 | B | 2023/2/22 1:41 | 49.01835 | N | 2.32817 | E | A | 463 | 112 |
107 | 178 | B | 2023/2/22 1:41 | 49.01836 | N | 2.32833 | E | A | 463 | 112 |
108 | 179 | B | 2023/2/22 1:41 | 49.01837 | N | 2.32847 | E | A | 463 | 112 |
109 | 180 | B | 2023/2/22 1:41 | 49.01838 | N | 2.3286 | E | A | 462 | 113 |
110 | 181 | B | 2023/2/22 1:41 | 49.01839 | N | 2.32877 | E | A | 462 | 112 |
111 | 182 | B | 2023/2/22 1:41 | 49.01838 | N | 2.32892 | E | A | 462 | 112 |
112 | 183 | B | 2023/2/22 1:41 | 49.01839 | N | 2.32906 | E | A | 461 | 112 |
113 | 184 | B | 2023/2/22 1:41 | 49.01831 | N | 2.32922 | E | A | 461 | 111 |
114 | 185 | B | 2023/2/22 1:41 | 49.01832 | N | 2.32938 | E | A | 460 | 110 |
115 | 186 | B | 2023/2/22 1:41 | 49.01833 | N | 2.32952 | E | A | 459 | 110 |
116 | 187 | B | 2023/2/22 1:41 | 49.01834 | N | 2.32967 | E | A | 458 | 109 |
117 | 188 | B | 2023/2/22 1:41 | 49.01835 | N | 2.32984 | E | A | 457 | 110 |
118 | 189 | B | 2023/2/22 1:41 | 49.01836 | N | 2.32999 | E | A | 456 | 110 |
119 | 190 | B | 2023/2/22 1:41 | 49.01837 | N | 2.33013 | E | A | 456 | 110 |
120 | 191 | B | 2023/2/22 1:41 | 49.01838 | N | 2.33028 | E | A | 455 | 110 |
121 | 192 | B | 2023/2/22 1:41 | 49.01864 | N | 2.33039 | E | A | 454 | 110 |
122 | 193 | B | 2023/2/22 1:41 | 49.01865 | N | 2.33054 | E | A | 454 | 112 |
123 | 194 | B | 2023/2/22 1:41 | 49.01866 | N | 2.33067 | E | A | 453 | 113 |
124 | 195 | B | 2023/2/22 1:41 | 49.01867 | N | 2.33083 | E | A | 453 | 114 |
125 | 196 | B | 2023/2/22 1:42 | 49.01869 | N | 2.33096 | E | A | 452 | 115 |
126 | 197 | B | 2023/2/22 1:42 | 49.0187 | N | 2.3311 | E | A | 452 | 115 |
127 | 198 | B | 2023/2/22 1:42 | 49.01849 | N | 2.33128 | E | A | 452 | 115 |
128 | 199 | B | 2023/2/22 1:42 | 49.01849 | N | 2.33142 | E | A | 451 | 115 |
129 | 200 | B | 2023/2/22 1:42 | 49.0185 | N | 2.33156 | E | A | 450 | 115 |
130 | 201 | B | 2023/2/22 1:42 | 49.01851 | N | 2.33172 | E | A | 449 | 114 |
131 | 202 | B | 2023/2/22 1:42 | 49.01851 | N | 2.33187 | E | A | 448 | 114 |
132 | 203 | B | 2023/2/22 1:42 | 49.01853 | N | 2.332 | E | A | 447 | 114 |
133 | 204 | B | 2023/2/22 1:42 | 49.01854 | N | 2.33216 | E | A | 447 | 114 |
134 | 205 | B | 2023/2/22 1:42 | 49.01855 | N | 2.33229 | E | A | 446 | 115 |
135 | 206 | B | 2023/2/22 1:42 | 49.01856 | N | 2.33244 | E | A | 445 | 116 |
136 | 207 | B | 2023/2/22 1:42 | 49.01856 | N | 2.33259 | E | A | 445 | 117 |
137 | 208 | B | 2023/2/22 1:42 | 49.01857 | N | 2.33272 | E | A | 445 | 117 |
138 | 209 | B | 2023/2/22 1:42 | 49.01858 | N | 2.33288 | E | A | 444 | 117 |
139 | 210 | B | 2023/2/22 1:42 | 49.01858 | N | 2.33301 | E | A | 444 | 117 |
140 | 211 | B | 2023/2/22 1:42 | 49.01859 | N | 2.33316 | E | A | 444 | 116 |
141 | 212 | B | 2023/2/22 1:42 | 49.01861 | N | 2.3333 | E | A | 444 | 116 |
142 | 213 | B | 2023/2/22 1:42 | 49.01866 | N | 2.33343 | E | A | 443 | 116 |
143 | 214 | B | 2023/2/22 1:42 | 49.01871 | N | 2.33357 | E | A | 442 | 115 |
144 | 215 | B | 2023/2/22 1:42 | 49.01878 | N | 2.33369 | E | A | 440 | 115 |
145 | 216 | B | 2023/2/22 1:42 | 49.01886 | N | 2.33379 | E | A | 439 | 115 |
146 | 217 | B | 2023/2/22 1:42 | 49.01895 | N | 2.33389 | E | A | 438 | 116 |
147 | 218 | B | 2023/2/22 1:42 | 49.01905 | N | 2.33398 | E | A | 435 | 117 |
148 | 219 | B | 2023/2/22 1:42 | 49.01914 | N | 2.33406 | E | A | 434 | 117 |
149 | 220 | B | 2023/2/22 1:42 | 49.01924 | N | 2.33413 | E | A | 434 | 117 |
150 | 221 | B | 2023/2/22 1:42 | 49.01935 | N | 2.33415 | E | A | 433 | 118 |
151 | 222 | B | 2023/2/22 1:42 | 49.01946 | N | 2.33418 | E | A | 433 | 118 |
152 | 223 | B | 2023/2/22 1:42 | 49.01958 | N | 2.33421 | E | A | 432 | 119 |
153 | 224 | B | 2023/2/22 1:42 | 49.0197 | N | 2.33421 | E | A | 432 | 119 |
154 | 225 | B | 2023/2/22 1:42 | 49.01982 | N | 2.33418 | E | A | 431 | 119 |
155 | 226 | B | 2023/2/22 1:42 | 49.01994 | N | 2.33416 | E | A | 431 | 119 |
156 | 227 | B | 2023/2/22 1:42 | 49.02005 | N | 2.33412 | E | A | 430 | 119 |
157 | 228 | B | 2023/2/22 1:42 | 49.02016 | N | 2.33405 | E | A | 430 | 119 |
158 | 229 | B | 2023/2/22 1:42 | 49.02027 | N | 2.33397 | E | A | 429 | 119 |
159 | 230 | B | 2023/2/22 1:42 | 49.02037 | N | 2.3339 | E | A | 429 | 119 |
160 | 231 | B | 2023/2/22 1:42 | 49.02047 | N | 2.33381 | E | A | 428 | 119 |
161 | 232 | B | 2023/2/22 1:42 | 49.02057 | N | 2.33371 | E | A | 427 | 120 |
162 | 233 | B | 2023/2/22 1:42 | 49.02066 | N | 2.33361 | E | A | 426 | 118 |
163 | 234 | B | 2023/2/22 1:42 | 49.02074 | N | 2.33348 | E | A | 426 | 118 |
164 | 235 | B | 2023/2/22 1:42 | 49.02081 | N | 2.33334 | E | A | 425 | 118 |
165 | 236 | B | 2023/2/22 1:42 | 49.02088 | N | 2.33317 | E | A | 424 | 117 |
166 | 237 | B | 2023/2/22 1:42 | 49.02092 | N | 2.33301 | E | A | 423 | 116 |
167 | 238 | B | 2023/2/22 1:42 | 49.02095 | N | 2.33284 | E | A | 422 | 115 |
168 | 239 | B | 2023/2/22 1:42 | 49.02098 | N | 2.33269 | E | A | 421 | 115 |
169 | 240 | B | 2023/2/22 1:42 | 49.02099 | N | 2.33252 | E | A | 420 | 114 |
170 | 241 | B | 2023/2/22 1:42 | 49.02099 | N | 2.33235 | E | A | 419 | 115 |
171 | 242 | B | 2023/2/22 1:42 | 49.02099 | N | 2.33217 | E | A | 418 | 115 |
172 | 243 | B | 2023/2/22 1:42 | 49.02099 | N | 2.33199 | E | A | 417 | 115 |
173 | 244 | B | 2023/2/22 1:42 | 49.02098 | N | 2.33182 | E | A | 417 | 115 |
174 | 245 | B | 2023/2/22 1:42 | 49.02096 | N | 2.33164 | E | A | 416 | 115 |
175 | 246 | B | 2023/2/22 1:42 | 49.02095 | N | 2.33146 | E | A | 416 | 114 |
176 | 247 | B | 2023/2/22 1:42 | 49.02093 | N | 2.33129 | E | A | 415 | 114 |
177 | 248 | B | 2023/2/22 1:42 | 49.02083 | N | 2.33112 | E | A | 414 | 114 |
178 | 249 | B | 2023/2/22 1:42 | 49.02083 | N | 2.33096 | E | A | 414 | 115 |
179 | 250 | B | 2023/2/22 1:42 | 49.02082 | N | 2.33078 | E | A | 413 | 115 |
180 | 251 | B | 2023/2/22 1:42 | 49.02082 | N | 2.33062 | E | A | 413 | 115 |
181 | 252 | B | 2023/2/22 1:42 | 49.02081 | N | 2.33045 | E | A | 412 | 115 |
182 | 253 | B | 2023/2/22 1:42 | 49.02082 | N | 2.33028 | E | A | 412 | 115 |
183 | 254 | B | 2023/2/22 1:42 | 49.02083 | N | 2.33011 | E | A | 412 | 115 |
184 | 255 | B | 2023/2/22 1:42 | 49.02083 | N | 2.32991 | E | A | 411 | 114 |
185 | 256 | B | 2023/2/22 1:43 | 49.02083 | N | 2.32973 | E | A | 410 | 113 |
186 | 257 | B | 2023/2/22 1:43 | 49.02083 | N | 2.32956 | E | A | 410 | 112 |
187 | 258 | B | 2023/2/22 1:43 | 49.02084 | N | 2.32938 | E | A | 409 | 112 |
188 | 259 | B | 2023/2/22 1:43 | 49.02084 | N | 2.3292 | E | A | 408 | 111 |
189 | 260 | B | 2023/2/22 1:43 | 49.02083 | N | 2.32903 | E | A | 407 | 110 |
190 | 261 | B | 2023/2/22 1:43 | 49.02083 | N | 2.32886 | E | A | 406 | 110 |
191 | 262 | B | 2023/2/22 1:43 | 49.02082 | N | 2.32869 | E | A | 405 | 110 |
192 | 263 | B | 2023/2/22 1:43 | 49.02082 | N | 2.32852 | E | A | 404 | 110 |
193 | 264 | B | 2023/2/22 1:43 | 49.02083 | N | 2.32835 | E | A | 403 | 110 |
194 | 265 | B | 2023/2/22 1:43 | 49.02083 | N | 2.3282 | E | A | 402 | 110 |
195 | 266 | B | 2023/2/22 1:43 | 49.02084 | N | 2.32803 | E | A | 401 | 110 |
196 | 267 | B | 2023/2/22 1:43 | 49.02085 | N | 2.32787 | E | A | 400 | 110 |
197 | 268 | B | 2023/2/22 1:43 | 49.02085 | N | 2.32771 | E | A | 400 | 111 |
198 | 269 | B | 2023/2/22 1:43 | 49.02085 | N | 2.32757 | E | A | 399 | 110 |
199 | 270 | B | 2023/2/22 1:43 | 49.02085 | N | 2.32743 | E | A | 399 | 111 |
200 | 271 | B | 2023/2/22 1:43 | 49.02084 | N | 2.32728 | E | A | 398 | 111 |
201 | 272 | B | 2023/2/22 1:43 | 49.02083 | N | 2.32715 | E | A | 398 | 111 |
202 | 273 | B | 2023/2/22 1:43 | 49.02082 | N | 2.327 | E | A | 397 | 111 |
203 | 274 | B | 2023/2/22 1:43 | 49.0208 | N | 2.32684 | E | A | 397 | 110 |
204 | 275 | B | 2023/2/22 1:43 | 49.02079 | N | 2.32669 | E | A | 396 | 109 |
205 | 276 | B | 2023/2/22 1:43 | 49.02078 | N | 2.32653 | E | A | 395 | 109 |
206 | 277 | B | 2023/2/22 1:43 | 49.02077 | N | 2.32636 | E | A | 394 | 109 |
207 | 278 | B | 2023/2/22 1:43 | 49.02079 | N | 2.32621 | E | A | 393 | 110 |
208 | 279 | B | 2023/2/22 1:43 | 49.02054 | N | 2.32611 | E | A | 392 | 110 |
209 | 280 | B | 2023/2/22 1:43 | 49.02043 | N | 2.32598 | E | A | 391 | 110 |
210 | 281 | B | 2023/2/22 1:43 | 49.02033 | N | 2.32587 | E | A | 391 | 110 |
211 | 282 | B | 2023/2/22 1:43 | 49.02018 | N | 2.32579 | E | A | 390 | 110 |
212 | 283 | B | 2023/2/22 1:43 | 49.02003 | N | 2.32566 | E | A | 390 | 111 |
213 | 284 | B | 2023/2/22 1:43 | 49.01988 | N | 2.32565 | E | A | 389 | 111 |
214 | 285 | B | 2023/2/22 1:43 | 49.01975 | N | 2.32567 | E | A | 389 | 111 |
215 | 286 | B | 2023/2/22 1:43 | 49.01966 | N | 2.32548 | E | A | 388 | 111 |
216 | 287 | B | 2023/2/22 1:43 | 49.01955 | N | 2.3254 | E | A | 388 | 111 |
217 | 288 | B | 2023/2/22 1:43 | 49.01945 | N | 2.32535 | E | A | 388 | 110 |
218 | 289 | B | 2023/2/22 1:43 | 49.01934 | N | 2.32528 | E | A | 387 | 109 |
219 | 290 | B | 2023/2/22 1:43 | 49.01924 | N | 2.32525 | E | A | 387 | 108 |
220 | 291 | B | 2023/2/22 1:43 | 49.0189 | N | 2.32582 | E | A | 386 | 107 |
221 | 292 | B | 2023/2/22 1:43 | 49.0188 | N | 2.32591 | E | A | 385 | 106 |
222 | 293 | B | 2023/2/22 1:43 | 49.0187 | N | 2.326 | E | A | 384 | 105 |
223 | 294 | B | 2023/2/22 1:43 | 49.01862 | N | 2.32616 | E | A | 381 | 105 |
224 | 295 | B | 2023/2/22 1:43 | 49.01853 | N | 2.3263 | E | A | 380 | 105 |
225 | 296 | B | 2023/2/22 1:43 | 49.01846 | N | 2.32645 | E | A | 379 | 105 |
226 | 297 | B | 2023/2/22 1:43 | 49.01843 | N | 2.32666 | E | A | 378 | 106 |
227 | 298 | B | 2023/2/22 1:43 | 49.01835 | N | 2.32681 | E | A | 377 | 106 |
228 | 299 | B | 2023/2/22 1:43 | 49.01849 | N | 2.32695 | E | A | 377 | 107 |
229 | 300 | B | 2023/2/22 1:43 | 49.01851 | N | 2.32709 | E | A | 376 | 107 |
230 | 301 | B | 2023/2/22 1:43 | 49.01841 | N | 2.32727 | E | A | 376 | 109 |
231 | 302 | B | 2023/2/22 1:43 | 49.01841 | N | 2.32745 | E | A | 376 | 109 |
232 | 303 | B | 2023/2/22 1:43 | 49.01842 | N | 2.3276 | E | A | 375 | 110 |
233 | 304 | B | 2023/2/22 1:43 | 49.01843 | N | 2.32772 | E | A | 375 | 110 |
234 | 305 | B | 2023/2/22 1:43 | 49.01844 | N | 2.32787 | E | A | 374 | 110 |
235 | 306 | B | 2023/2/22 1:43 | 49.01846 | N | 2.328 | E | A | 374 | 110 |
236 | 307 | B | 2023/2/22 1:43 | 49.01847 | N | 2.32815 | E | A | 373 | 111 |
237 | 308 | B | 2023/2/22 1:43 | 49.01848 | N | 2.32829 | E | A | 373 | 111 |
238 | 309 | B | 2023/2/22 1:43 | 49.01849 | N | 2.32842 | E | A | 373 | 111 |
239 | 310 | B | 2023/2/22 1:43 | 49.0185 | N | 2.32857 | E | A | 372 | 110 |
240 | 311 | B | 2023/2/22 1:43 | 49.01851 | N | 2.32869 | E | A | 372 | 110 |
241 | 312 | B | 2023/2/22 1:43 | 49.01835 | N | 2.32886 | E | A | 372 | 111 |
242 | 313 | B | 2023/2/22 1:43 | 49.01835 | N | 2.32899 | E | A | 370 | 111 |
243 | 314 | B | 2023/2/22 1:43 | 49.01836 | N | 2.32913 | E | A | 370 | 112 |
244 | 315 | B | 2023/2/22 1:43 | 49.01837 | N | 2.32928 | E | A | 369 | 112 |
245 | 316 | B | 2023/2/22 1:44 | 49.01837 | N | 2.32941 | E | A | 368 | 112 |
246 | 317 | B | 2023/2/22 1:44 | 49.01833 | N | 2.32956 | E | A | 368 | 111 |
247 | 318 | B | 2023/2/22 1:44 | 49.01834 | N | 2.32969 | E | A | 367 | 112 |
248 | 319 | B | 2023/2/22 1:44 | 49.01835 | N | 2.32984 | E | A | 366 | 112 |
249 | 320 | B | 2023/2/22 1:44 | 49.01836 | N | 2.32997 | E | A | 365 | 112 |
250 | 321 | B | 2023/2/22 1:44 | 49.01838 | N | 2.33012 | E | A | 364 | 112 |
251 | 322 | B | 2023/2/22 1:44 | 49.01838 | N | 2.33026 | E | A | 363 | 112 |
252 | 323 | B | 2023/2/22 1:44 | 49.01864 | N | 2.33038 | E | A | 362 | 113 |
253 | 324 | B | 2023/2/22 1:44 | 49.01865 | N | 2.33051 | E | A | 361 | 113 |
254 | 325 | B | 2023/2/22 1:44 | 49.01866 | N | 2.33065 | E | A | 360 | 113 |
255 | 326 | B | 2023/2/22 1:44 | 49.01867 | N | 2.33081 | E | A | 360 | 112 |
256 | 327 | B | 2023/2/22 1:44 | 49.01867 | N | 2.33094 | E | A | 359 | 111 |
257 | 328 | B | 2023/2/22 1:44 | 49.01865 | N | 2.3311 | E | A | 358 | 109 |
258 | 329 | B | 2023/2/22 1:44 | 49.01864 | N | 2.33125 | E | A | 356 | 107 |
259 | 330 | B | 2023/2/22 1:44 | 49.01821 | N | 2.33144 | E | A | 355 | 106 |
260 | 331 | B | 2023/2/22 1:44 | 49.01815 | N | 2.33158 | E | A | 353 | 105 |
261 | 332 | B | 2023/2/22 1:44 | 49.01807 | N | 2.33172 | E | A | 351 | 105 |
262 | 333 | B | 2023/2/22 1:44 | 49.01798 | N | 2.33183 | E | A | 346 | 106 |
263 | 334 | B | 2023/2/22 1:44 | 49.01787 | N | 2.33193 | E | A | 344 | 106 |
264 | 335 | B | 2023/2/22 1:44 | 49.01774 | N | 2.332 | E | A | 343 | 107 |
265 | 336 | B | 2023/2/22 1:44 | 49.01762 | N | 2.33205 | E | A | 342 | 107 |
266 | 337 | B | 2023/2/22 1:44 | 49.01748 | N | 2.33206 | E | A | 342 | 107 |
267 | 338 | B | 2023/2/22 1:44 | 49.01735 | N | 2.33202 | E | A | 342 | 108 |
268 | 339 | B | 2023/2/22 1:44 | 49.01721 | N | 2.332 | E | A | 341 | 107 |
269 | 340 | B | 2023/2/22 1:44 | 49.01708 | N | 2.33192 | E | A | 341 | 107 |
270 | 342 | B | 2023/2/22 1:44 | 49.01696 | N | 2.33183 | E | A | 340 | 107 |
271 | 343 | B | 2023/2/22 1:44 | 49.01684 | N | 2.33174 | E | A | 340 | 107 |
272 | 344 | B | 2023/2/22 1:44 | 49.01676 | N | 2.3316 | E | A | 339 | 107 |
273 | 345 | B | 2023/2/22 1:44 | 49.01669 | N | 2.33146 | E | A | 338 | 107 |
274 | 346 | B | 2023/2/22 1:44 | 49.01665 | N | 2.33129 | E | A | 337 | 107 |
275 | 347 | B | 2023/2/22 1:44 | 49.01663 | N | 2.33116 | E | A | 336 | 107 |
276 | 348 | B | 2023/2/22 1:44 | 49.01664 | N | 2.33101 | E | A | 335 | 108 |
277 | 349 | B | 2023/2/22 1:44 | 49.01668 | N | 2.33089 | E | A | 335 | 108 |
278 | 350 | B | 2023/2/22 1:44 | 49.01673 | N | 2.33078 | E | A | 335 | 108 |
279 | 351 | B | 2023/2/22 1:44 | 49.0168 | N | 2.33067 | E | A | 334 | 107 |
280 | 352 | B | 2023/2/22 1:44 | 49.01687 | N | 2.33059 | E | A | 334 | 109 |
281 | 353 | B | 2023/2/22 1:44 | 49.01696 | N | 2.33053 | E | A | 332 | 110 |
282 | 354 | B | 2023/2/22 1:44 | 49.01706 | N | 2.33047 | E | A | 331 | 110 |
283 | 355 | B | 2023/2/22 1:44 | 49.01718 | N | 2.33045 | E | A | 330 | 111 |
284 | 356 | B | 2023/2/22 1:44 | 49.01728 | N | 2.33044 | E | A | 329 | 111 |
285 | 357 | B | 2023/2/22 1:44 | 49.0174 | N | 2.33046 | E | A | 328 | 112 |
286 | 358 | B | 2023/2/22 1:44 | 49.01752 | N | 2.33049 | E | A | 327 | 112 |
287 | 359 | B | 2023/2/22 1:44 | 49.01762 | N | 2.33056 | E | A | 327 | 112 |
288 | 360 | B | 2023/2/22 1:44 | 49.01772 | N | 2.33062 | E | A | 326 | 112 |
289 | 361 | B | 2023/2/22 1:44 | 49.01781 | N | 2.33071 | E | A | 325 | 112 |
290 | 362 | B | 2023/2/22 1:44 | 49.01789 | N | 2.33078 | E | A | 325 | 113 |
291 | 363 | B | 2023/2/22 1:44 | 49.01795 | N | 2.33089 | E | A | 324 | 112 |
292 | 364 | B | 2023/2/22 1:44 | 49.018 | N | 2.33101 | E | A | 323 | 112 |
293 | 365 | B | 2023/2/22 1:44 | 49.01804 | N | 2.33113 | E | A | 322 | 111 |
294 | 366 | B | 2023/2/22 1:44 | 49.01807 | N | 2.33128 | E | A | 321 | 111 |
295 | 367 | B | 2023/2/22 1:44 | 49.0181 | N | 2.33143 | E | A | 320 | 111 |
296 | 368 | B | 2023/2/22 1:44 | 49.01811 | N | 2.33156 | E | A | 319 | 110 |
297 | 369 | B | 2023/2/22 1:44 | 49.01812 | N | 2.33171 | E | A | 317 | 110 |
298 | 370 | B | 2023/2/22 1:44 | 49.01813 | N | 2.33184 | E | A | 316 | 111 |
299 | 371 | B | 2023/2/22 1:44 | 49.01813 | N | 2.332 | E | A | 315 | 111 |
300 | 373 | B | 2023/2/22 1:44 | 49.01814 | N | 2.33215 | E | A | 313 | 111 |
301 | 374 | B | 2023/2/22 1:44 | 49.01814 | N | 2.33228 | E | A | 312 | 112 |
302 | 375 | B | 2023/2/22 1:44 | 49.01814 | N | 2.33244 | E | A | 311 | 113 |
303 | 376 | B | 2023/2/22 1:44 | 49.01815 | N | 2.33257 | E | A | 311 | 114 |
304 | 377 | B | 2023/2/22 1:44 | 49.01817 | N | 2.33271 | E | A | 311 | 114 |
305 | 378 | B | 2023/2/22 1:45 | 49.01819 | N | 2.33287 | E | A | 311 | 113 |
306 | 379 | B | 2023/2/22 1:45 | 49.01822 | N | 2.33301 | E | A | 311 | 113 |
307 | 380 | B | 2023/2/22 1:45 | 49.01827 | N | 2.33315 | E | A | 311 | 112 |
308 | 381 | B | 2023/2/22 1:45 | 49.01833 | N | 2.33326 | E | A | 310 | 112 |
309 | 382 | B | 2023/2/22 1:45 | 49.01842 | N | 2.33337 | E | A | 309 | 113 |
310 | 383 | B | 2023/2/22 1:45 | 49.01851 | N | 2.33346 | E | A | 307 | 114 |
311 | 384 | B | 2023/2/22 1:45 | 49.01861 | N | 2.33354 | E | A | 306 | 114 |
312 | 385 | B | 2023/2/22 1:45 | 49.01872 | N | 2.3336 | E | A | 305 | 115 |
313 | 386 | B | 2023/2/22 1:45 | 49.01884 | N | 2.33362 | E | A | 305 | 116 |
314 | 387 | B | 2023/2/22 1:45 | 49.01896 | N | 2.33362 | E | A | 304 | 118 |
315 | 388 | B | 2023/2/22 1:45 | 49.01908 | N | 2.33359 | E | A | 304 | 119 |
316 | 389 | B | 2023/2/22 1:45 | 49.0192 | N | 2.33352 | E | A | 304 | 119 |
317 | 390 | B | 2023/2/22 1:45 | 49.0193 | N | 2.33344 | E | A | 304 | 119 |
318 | 391 | B | 2023/2/22 1:45 | 49.0194 | N | 2.33334 | E | A | 304 | 119 |
319 | 392 | B | 2023/2/22 1:45 | 49.01948 | N | 2.33319 | E | A | 304 | 118 |
320 | 393 | B | 2023/2/22 1:45 | 49.01954 | N | 2.33306 | E | A | 304 | 118 |
321 | 394 | B | 2023/2/22 1:45 | 49.01958 | N | 2.3329 | E | A | 303 | 118 |
322 | 395 | B | 2023/2/22 1:45 | 49.01961 | N | 2.33273 | E | A | 302 | 117 |
323 | 396 | B | 2023/2/22 1:45 | 49.01961 | N | 2.33257 | E | A | 301 | 116 |
324 | 397 | B | 2023/2/22 1:45 | 49.0196 | N | 2.33239 | E | A | 300 | 114 |
325 | 398 | B | 2023/2/22 1:45 | 49.01956 | N | 2.33224 | E | A | 299 | 114 |
326 | 400 | B | 2023/2/22 1:45 | 49.01951 | N | 2.33208 | E | A | 297 | 114 |
327 | 401 | B | 2023/2/22 1:45 | 49.01944 | N | 2.33191 | E | A | 296 | 113 |
328 | 402 | B | 2023/2/22 1:45 | 49.01936 | N | 2.33179 | E | A | 294 | 113 |
329 | 403 | B | 2023/2/22 1:45 | 49.01927 | N | 2.33167 | E | A | 293 | 113 |
330 | 404 | B | 2023/2/22 1:45 | 49.01916 | N | 2.33157 | E | A | 292 | 114 |
331 | 405 | B | 2023/2/22 1:45 | 49.01905 | N | 2.33149 | E | A | 292 | 115 |
332 | 406 | B | 2023/2/22 1:45 | 49.01892 | N | 2.33144 | E | A | 291 | 115 |
333 | 407 | B | 2023/2/22 1:45 | 49.0188 | N | 2.33138 | E | A | 291 | 115 |
334 | 408 | B | 2023/2/22 1:45 | 49.01867 | N | 2.33135 | E | A | 291 | 116 |
335 | 409 | B | 2023/2/22 1:45 | 49.01854 | N | 2.33134 | E | A | 290 | 116 |
336 | 410 | B | 2023/2/22 1:45 | 49.01841 | N | 2.33133 | E | A | 290 | 116 |
337 | 411 | B | 2023/2/22 1:45 | 49.01827 | N | 2.33135 | E | A | 290 | 114 |
338 | 412 | B | 2023/2/22 1:45 | 49.01813 | N | 2.33139 | E | A | 290 | 112 |
339 | 413 | B | 2023/2/22 1:45 | 49.018 | N | 2.33146 | E | A | 290 | 110 |
340 | 414 | B | 2023/2/22 1:45 | 49.01788 | N | 2.33155 | E | A | 289 | 110 |
341 | 415 | B | 2023/2/22 1:45 | 49.01777 | N | 2.33167 | E | A | 287 | 110 |
342 | 416 | B | 2023/2/22 1:45 | 49.01769 | N | 2.33181 | E | A | 285 | 111 |
343 | 417 | B | 2023/2/22 1:45 | 49.01761 | N | 2.33197 | E | A | 281 | 110 |
344 | 418 | B | 2023/2/22 1:45 | 49.01756 | N | 2.33212 | E | A | 280 | 110 |
345 | 419 | B | 2023/2/22 1:45 | 49.01752 | N | 2.33229 | E | A | 279 | 109 |
346 | 420 | B | 2023/2/22 1:45 | 49.01751 | N | 2.33246 | E | A | 278 | 109 |
347 | 421 | B | 2023/2/22 1:45 | 49.0175 | N | 2.33263 | E | A | 278 | 109 |
348 | 422 | B | 2023/2/22 1:45 | 49.01749 | N | 2.33281 | E | A | 276 | 110 |
349 | 423 | B | 2023/2/22 1:45 | 49.0175 | N | 2.33298 | E | A | 275 | 111 |
350 | 424 | B | 2023/2/22 1:45 | 49.01751 | N | 2.33315 | E | A | 274 | 112 |
351 | 425 | B | 2023/2/22 1:45 | 49.01752 | N | 2.3333 | E | A | 274 | 113 |
352 | 427 | B | 2023/2/22 1:45 | 49.01753 | N | 2.33346 | E | A | 273 | 114 |
353 | 428 | B | 2023/2/22 1:45 | 49.01754 | N | 2.33362 | E | A | 273 | 116 |
354 | 429 | B | 2023/2/22 1:45 | 49.01755 | N | 2.33378 | E | A | 273 | 117 |
355 | 430 | B | 2023/2/22 1:45 | 49.01756 | N | 2.33394 | E | A | 274 | 119 |
356 | 431 | B | 2023/2/22 1:45 | 49.01757 | N | 2.33408 | E | A | 275 | 118 |
357 | 432 | B | 2023/2/22 1:45 | 49.01759 | N | 2.33424 | E | A | 275 | 117 |
358 | 433 | B | 2023/2/22 1:45 | 49.0176 | N | 2.3344 | E | A | 275 | 115 |
359 | 434 | B | 2023/2/22 1:45 | 49.01762 | N | 2.33454 | E | A | 275 | 115 |
360 | 435 | B | 2023/2/22 1:45 | 49.01764 | N | 2.33469 | E | A | 275 | 114 |
361 | 436 | B | 2023/2/22 1:45 | 49.01766 | N | 2.33486 | E | A | 274 | 113 |
362 | 437 | B | 2023/2/22 1:45 | 49.01767 | N | 2.33501 | E | A | 273 | 114 |
363 | 438 | B | 2023/2/22 1:45 | 49.01769 | N | 2.33515 | E | A | 270 | 114 |
364 | 439 | B | 2023/2/22 1:45 | 49.0177 | N | 2.33531 | E | A | 269 | 114 |
365 | 440 | B | 2023/2/22 1:46 | 49.0177 | N | 2.33548 | E | A | 268 | 113 |
366 | 441 | B | 2023/2/22 1:46 | 49.0177 | N | 2.33564 | E | A | 267 | 113 |
367 | 442 | B | 2023/2/22 1:46 | 49.01771 | N | 2.33581 | E | A | 266 | 112 |
368 | 443 | B | 2023/2/22 1:46 | 49.01772 | N | 2.33596 | E | A | 265 | 110 |
369 | 444 | B | 2023/2/22 1:46 | 49.01773 | N | 2.33613 | E | A | 264 | 109 |
370 | 445 | B | 2023/2/22 1:46 | 49.01774 | N | 2.3363 | E | A | 263 | 107 |
371 | 446 | B | 2023/2/22 1:46 | 49.01773 | N | 2.33649 | E | A | 261 | 105 |
372 | 447 | B | 2023/2/22 1:46 | 49.01776 | N | 2.33666 | E | A | 259 | 103 |
373 | 448 | B | 2023/2/22 1:46 | 49.01781 | N | 2.33683 | E | A | 257 | 101 |
374 | 449 | B | 2023/2/22 1:46 | 49.01787 | N | 2.33701 | E | A | 255 | 100 |
375 | 450 | B | 2023/2/22 1:46 | 49.01792 | N | 2.33719 | E | A | 253 | 99 |
376 | 451 | B | 2023/2/22 1:46 | 49.01797 | N | 2.33736 | E | A | 250 | 98 |
377 | 452 | B | 2023/2/22 1:46 | 49.01802 | N | 2.33753 | E | A | 248 | 99 |
378 | 453 | B | 2023/2/22 1:46 | 49.01805 | N | 2.33772 | E | A | 246 | 99 |
379 | 454 | B | 2023/2/22 1:46 | 49.01807 | N | 2.33791 | E | A | 245 | 102 |
380 | 455 | B | 2023/2/22 1:46 | 49.01809 | N | 2.33809 | E | A | 245 | 106 |
381 | 456 | B | 2023/2/22 1:46 | 49.01788 | N | 2.33835 | E | A | 244 | 110 |
382 | 457 | B | 2023/2/22 1:46 | 49.01792 | N | 2.33852 | E | A | 244 | 112 |
383 | 458 | B | 2023/2/22 1:46 | 49.018 | N | 2.33869 | E | A | 244 | 114 |
384 | 459 | B | 2023/2/22 1:46 | 49.01803 | N | 2.33886 | E | A | 246 | 116 |
385 | 460 | B | 2023/2/22 1:46 | 49.01807 | N | 2.33898 | E | A | 246 | 116 |
386 | 461 | B | 2023/2/22 1:46 | 49.01786 | N | 2.33925 | E | A | 247 | 115 |
387 | 462 | B | 2023/2/22 1:46 | 49.01787 | N | 2.33942 | E | A | 247 | 115 |
388 | 463 | B | 2023/2/22 1:46 | 49.01789 | N | 2.33958 | E | A | 247 | 114 |
389 | 464 | B | 2023/2/22 1:46 | 49.01791 | N | 2.33973 | E | A | 246 | 113 |
390 | 465 | B | 2023/2/22 1:46 | 49.01792 | N | 2.3399 | E | A | 245 | 113 |
391 | 466 | B | 2023/2/22 1:46 | 49.01792 | N | 2.34008 | E | A | 244 | 113 |
392 | 467 | B | 2023/2/22 1:46 | 49.01792 | N | 2.34025 | E | A | 242 | 112 |
393 | 468 | B | 2023/2/22 1:46 | 49.01792 | N | 2.34043 | E | A | 241 | 112 |
394 | 469 | B | 2023/2/22 1:46 | 49.01793 | N | 2.34061 | E | A | 239 | 112 |
395 | 470 | B | 2023/2/22 1:46 | 49.01793 | N | 2.34078 | E | A | 237 | 112 |
396 | 471 | B | 2023/2/22 1:46 | 49.01793 | N | 2.34095 | E | A | 236 | 113 |
397 | 472 | B | 2023/2/22 1:46 | 49.01792 | N | 2.34113 | E | A | 234 | 114 |
398 | 473 | B | 2023/2/22 1:46 | 49.01792 | N | 2.34129 | E | A | 233 | 116 |
399 | 474 | B | 2023/2/22 1:46 | 49.01791 | N | 2.34146 | E | A | 233 | 117 |
400 | 475 | B | 2023/2/22 1:46 | 49.01776 | N | 2.34156 | E | A | 232 | 118 |
401 | 476 | B | 2023/2/22 1:46 | 49.01773 | N | 2.34172 | E | A | 232 | 117 |
402 | 477 | B | 2023/2/22 1:46 | 49.01772 | N | 2.34195 | E | A | 232 | 115 |
403 | 478 | B | 2023/2/22 1:46 | 49.01773 | N | 2.34212 | E | A | 232 | 113 |
404 | 479 | B | 2023/2/22 1:46 | 49.01773 | N | 2.34229 | E | A | 232 | 111 |
405 | 480 | B | 2023/2/22 1:46 | 49.01772 | N | 2.34251 | E | A | 229 | 109 |
406 | 481 | B | 2023/2/22 1:46 | 49.01774 | N | 2.34267 | E | A | 227 | 108 |
407 | 482 | B | 2023/2/22 1:46 | 49.01775 | N | 2.34282 | E | A | 225 | 107 |
408 | 483 | B | 2023/2/22 1:46 | 49.01775 | N | 2.34298 | E | A | 224 | 107 |
409 | 484 | B | 2023/2/22 1:46 | 49.01773 | N | 2.34312 | E | A | 222 | 108 |
410 | 485 | B | 2023/2/22 1:46 | 49.01774 | N | 2.34327 | E | A | 221 | 108 |
411 | 486 | B | 2023/2/22 1:46 | 49.01763 | N | 2.34338 | E | A | 220 | 109 |
412 | 487 | B | 2023/2/22 1:46 | 49.01748 | N | 2.34349 | E | A | 220 | 110 |
413 | 488 | B | 2023/2/22 1:46 | 49.01734 | N | 2.34357 | E | A | 220 | 112 |
414 | 489 | B | 2023/2/22 1:46 | 49.0172 | N | 2.34364 | E | A | 220 | 114 |
415 | 490 | B | 2023/2/22 1:46 | 49.01705 | N | 2.3437 | E | A | 220 | 114 |
416 | 491 | B | 2023/2/22 1:46 | 49.0169 | N | 2.34374 | E | A | 220 | 115 |
417 | 492 | B | 2023/2/22 1:46 | 49.01676 | N | 2.3438 | E | A | 219 | 116 |
418 | 493 | B | 2023/2/22 1:46 | 49.01661 | N | 2.34384 | E | A | 219 | 117 |
419 | 494 | B | 2023/2/22 1:46 | 49.01646 | N | 2.34388 | E | A | 218 | 118 |
420 | 495 | B | 2023/2/22 1:46 | 49.01631 | N | 2.34391 | E | A | 217 | 119 |
421 | 496 | B | 2023/2/22 1:46 | 49.01617 | N | 2.34396 | E | A | 216 | 120 |
422 | 497 | B | 2023/2/22 1:46 | 49.01602 | N | 2.34399 | E | A | 216 | 119 |
423 | 498 | B | 2023/2/22 1:46 | 49.01587 | N | 2.34402 | E | A | 216 | 120 |
424 | 499 | B | 2023/2/22 1:46 | 49.01572 | N | 2.34407 | E | A | 216 | 120 |
425 | 500 | B | 2023/2/22 1:47 | 49.01557 | N | 2.3441 | E | A | 215 | 121 |
426 | 501 | B | 2023/2/22 1:47 | 49.01542 | N | 2.34412 | E | A | 214 | 120 |
427 | 502 | B | 2023/2/22 1:47 | 49.01527 | N | 2.34412 | E | A | 213 | 119 |
428 | 503 | B | 2023/2/22 1:47 | 49.01513 | N | 2.3441 | E | A | 212 | 119 |
429 | 504 | B | 2023/2/22 1:47 | 49.01499 | N | 2.34408 | E | A | 211 | 119 |
430 | 505 | B | 2023/2/22 1:47 | 49.01485 | N | 2.34401 | E | A | 210 | 119 |
431 | 506 | B | 2023/2/22 1:47 | 49.01473 | N | 2.34393 | E | A | 208 | 119 |
432 | 507 | B | 2023/2/22 1:47 | 49.01462 | N | 2.34383 | E | A | 208 | 119 |
433 | 508 | B | 2023/2/22 1:47 | 49.01453 | N | 2.34372 | E | A | 207 | 120 |
434 | 509 | B | 2023/2/22 1:47 | 49.01445 | N | 2.34358 | E | A | 207 | 121 |
435 | 510 | B | 2023/2/22 1:47 | 49.01439 | N | 2.34346 | E | A | 207 | 119 |
436 | 511 | B | 2023/2/22 1:47 | 49.01437 | N | 2.3433 | E | A | 204 | 115 |
437 | 512 | B | 2023/2/22 1:47 | 49.01436 | N | 2.34315 | E | A | 201 | 111 |
438 | 513 | B | 2023/2/22 1:47 | 49.01435 | N | 2.34299 | E | A | 197 | 109 |
439 | 514 | B | 2023/2/22 1:47 | 49.01434 | N | 2.34283 | E | A | 192 | 108 |
440 | 515 | B | 2023/2/22 1:47 | 49.01432 | N | 2.34267 | E | A | 186 | 107 |
441 | 516 | B | 2023/2/22 1:47 | 49.01424 | N | 2.34251 | E | A | 183 | 106 |
442 | 517 | B | 2023/2/22 1:47 | 49.01423 | N | 2.34236 | E | A | 179 | 104 |
443 | 518 | B | 2023/2/22 1:47 | 49.01423 | N | 2.3422 | E | A | 176 | 102 |
444 | 519 | B | 2023/2/22 1:47 | 49.01423 | N | 2.34203 | E | A | 173 | 101 |
445 | 520 | B | 2023/2/22 1:47 | 49.01422 | N | 2.34185 | E | A | 170 | 100 |
446 | 521 | B | 2023/2/22 1:47 | 49.01421 | N | 2.34169 | E | A | 167 | 100 |
447 | 522 | B | 2023/2/22 1:47 | 49.01421 | N | 2.34152 | E | A | 163 | 100 |
448 | 523 | B | 2023/2/22 1:47 | 49.0142 | N | 2.34137 | E | A | 157 | 102 |
449 | 524 | B | 2023/2/22 1:47 | 49.0142 | N | 2.34121 | E | A | 154 | 102 |
450 | 525 | B | 2023/2/22 1:47 | 49.0142 | N | 2.34104 | E | A | 152 | 102 |
451 | 526 | B | 2023/2/22 1:47 | 49.01419 | N | 2.34089 | E | A | 150 | 102 |
452 | 527 | B | 2023/2/22 1:47 | 49.01418 | N | 2.34074 | E | A | 149 | 100 |
453 | 528 | B | 2023/2/22 1:47 | 49.01418 | N | 2.34058 | E | A | 147 | 99 |
454 | 529 | B | 2023/2/22 1:47 | 49.01417 | N | 2.34041 | E | A | 144 | 98 |
455 | 530 | B | 2023/2/22 1:47 | 49.01416 | N | 2.34025 | E | A | 142 | 97 |
456 | 531 | B | 2023/2/22 1:47 | 49.01415 | N | 2.34009 | E | A | 139 | 96 |
457 | 532 | B | 2023/2/22 1:47 | 49.01413 | N | 2.33994 | E | A | 136 | 94 |
458 | 533 | B | 2023/2/22 1:47 | 49.01412 | N | 2.33978 | E | A | 133 | 93 |
459 | 534 | B | 2023/2/22 1:47 | 49.01411 | N | 2.33961 | E | A | 130 | 92 |
460 | 535 | B | 2023/2/22 1:47 | 49.0141 | N | 2.33945 | E | A | 126 | 93 |
461 | 536 | B | 2023/2/22 1:47 | 49.01409 | N | 2.3393 | E | A | 123 | 94 |
462 | 537 | B | 2023/2/22 1:47 | 49.01408 | N | 2.33915 | E | A | 120 | 96 |
463 | 538 | B | 2023/2/22 1:47 | 49.01407 | N | 2.33899 | E | A | 117 | 97 |
464 | 539 | B | 2023/2/22 1:47 | 49.01406 | N | 2.33886 | E | A | 115 | 99 |
465 | 540 | B | 2023/2/22 1:47 | 49.01407 | N | 2.33871 | E | A | 114 | 106 |
466 | 541 | B | 2023/2/22 1:47 | 49.01407 | N | 2.33859 | E | A | 113 | 109 |
467 | 542 | B | 2023/2/22 1:47 | 49.01408 | N | 2.33847 | E | A | 113 | 113 |
468 | 543 | B | 2023/2/22 1:47 | 49.01408 | N | 2.33835 | E | A | 113 | 115 |
469 | 544 | B | 2023/2/22 1:47 | 49.01408 | N | 2.33826 | E | A | 113 | 117 |
470 | 545 | B | 2023/2/22 1:47 | 49.01407 | N | 2.33816 | E | A | 114 | 118 |
471 | 546 | B | 2023/2/22 1:47 | 49.01406 | N | 2.33806 | E | A | 114 | 119 |
472 | 547 | B | 2023/2/22 1:47 | 49.01405 | N | 2.33798 | E | A | 115 | 120 |
473 | 548 | B | 2023/2/22 1:47 | 49.01403 | N | 2.33789 | E | A | 115 | 120 |
474 | 549 | B | 2023/2/22 1:47 | 49.01403 | N | 2.33781 | E | A | 115 | 121 |
475 | 550 | B | 2023/2/22 1:47 | 49.01401 | N | 2.33773 | E | A | 115 | 121 |
476 | 551 | B | 2023/2/22 1:47 | 49.014 | N | 2.33766 | E | A | 116 | 121 |
477 | 552 | B | 2023/2/22 1:47 | 49.01399 | N | 2.33761 | E | A | 116 | 122 |
478 | 553 | B | 2023/2/22 1:47 | 49.01398 | N | 2.33755 | E | A | 116 | 122 |
479 | 554 | B | 2023/2/22 1:47 | 49.01397 | N | 2.33748 | E | A | 116 | 122 |
480 | 555 | B | 2023/2/22 1:47 | 49.01397 | N | 2.33743 | E | A | 117 | 122 |
481 | 556 | B | 2023/2/22 1:47 | 49.01396 | N | 2.33737 | E | A | 117 | 121 |
482 | 557 | B | 2023/2/22 1:47 | 49.01396 | N | 2.33733 | E | A | 117 | 121 |
483 | 558 | B | 2023/2/22 1:47 | 49.01395 | N | 2.33728 | E | A | 117 | 121 |
484 | 559 | B | 2023/2/22 1:47 | 49.01394 | N | 2.33724 | E | A | 117 | 121 |
485 | 560 | B | 2023/2/22 1:48 | 49.01394 | N | 2.33719 | E | A | 117 | 120 |
486 | 561 | B | 2023/2/22 1:48 | 49.01393 | N | 2.33715 | E | A | 118 | 120 |
487 | 562 | B | 2023/2/22 1:48 | 49.01393 | N | 2.3371 | E | A | 118 | 120 |
488 | 563 | B | 2023/2/22 1:48 | 49.01392 | N | 2.33708 | E | A | 118 | 120 |
489 | 564 | B | 2023/2/22 1:48 | 49.01391 | N | 2.33704 | E | A | 118 | 120 |
490 | 565 | B | 2023/2/22 1:48 | 49.01391 | N | 2.33701 | E | A | 118 | 120 |
491 | 566 | B | 2023/2/22 1:48 | 49.01391 | N | 2.33699 | E | A | 118 | 120 |
492 | 567 | B | 2023/2/22 1:48 | 49.01391 | N | 2.33697 | E | A | 118 | 119 |
493 | 568 | B | 2023/2/22 1:48 | 49.0139 | N | 2.33694 | E | A | 118 | 119 |
494 | 569 | B | 2023/2/22 1:48 | 49.0139 | N | 2.33693 | E | A | 118 | 119 |
495 | 570 | B | 2023/2/22 1:48 | 49.0139 | N | 2.33692 | E | A | 118 | 119 |
496 | 571 | B | 2023/2/22 1:48 | 49.0139 | N | 2.33691 | E | A | 118 | 119 |
497 | 572 | B | 2023/2/22 1:48 | 49.01391 | N | 2.33691 | E | A | 118 | 119 |
498 | 573 | B | 2023/2/22 1:48 | 49.01391 | N | 2.3369 | E | A | 118 | 119 |
499 | 574 | B | 2023/2/22 1:48 | 49.01391 | N | 2.33689 | E | A | 118 | 119 |
500 | 575 | B | 2023/2/22 1:48 | 49.01391 | N | 2.33689 | E | A | 118 | 119 |
501 | 576 | B | 2023/2/22 1:48 | 49.01391 | N | 2.33687 | E | A | 118 | 119 |
502 | 577 | B | 2023/2/22 1:48 | 49.01391 | N | 2.33687 | E | A | 118 | 119 |
503 | 578 | B | 2023/2/22 1:48 | 49.01391 | N | 2.33687 | E | A | 118 | 119 |
504 | 579 | B | 2023/2/22 1:48 | 49.0139 | N | 2.33687 | E | A | 118 | 118 |
505 | 580 | B | 2023/2/22 1:48 | 49.0139 | N | 2.33687 | E | A | 118 | 119 |
506 | 581 | B | 2023/2/22 1:48 | 49.0139 | N | 2.33687 | E | A | 118 | 119 |
↓.igcファイルについてはこちら
それではいってみよう
ソースコード
ソースコード全文はこれ
.pyファイルと同じディレクトリに.igcファイルが置かれていることを想定している
import datetime
import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
# Import IGC file from current directory
path = '2023-02-22-XNA-9AD179D6D6F04DDD95474658245E6D4F-01.igc'
with open(path) as f:
igcfile = f.readlines()
# Extract B-record from IGC file
date = datetime.date(int(path.split('-')[0]),int(path.split('-')[1]),int(path.split('-')[2]))
igcfile = [line.rstrip("\n") for line in igcfile]
igc_B = [[igcfile.index(lines),lines] for lines in igcfile if 'B' in lines[0] if 'A' in lines]
list_B = [[lines[0],lines[1][0],lines[1][1:7],lines[1][7:14],lines[1][14],lines[1][15:23],lines[1][23],lines[1][24],lines[1][25:30],lines[1][30:]] for lines in igc_B]
# Convert text of B-record to values
idx=0
for _ in list_B:
list_B[idx][2] = datetime.datetime(date.year,date.month,date.day,int(list_B[idx][2][:2]),int(list_B[idx][2][2:4]),int(list_B[idx][2][4:]))
list_B[idx][3] = float(list_B[idx][3])/100000.
list_B[idx][5] = float(list_B[idx][5])/100000.
list_B[idx][8] = float(list_B[idx][8])
list_B[idx][9] = float(list_B[idx][9])
idx+=1
# Create dataframe from list of records and export it as CSV file
df_B = pd.DataFrame(list_B,columns=['igc_index', 'record_type', 'UTC_time','latitude','NS','longitude','EW','fix_validity','press_alt','GNSS_alt'])
df_B.to_csv(path[:-4]+".csv")
↓Git hub
≫https://github.com/mtkbirdman/mtkbirdman.com/tree/master/igc
↓Google colaboratoryはこちら
解説
少しずつ解説する
# Import IGC file from current directory
path = '2023-02-22-XNA-9AD179D6D6F04DDD95474658245E6D4F-01.igc'
with open(path) as f:
igcfile = f.readlines()
.igcファイルを開き,f.readlines()
で1行ずつ読み込む
# Extract B-record from IGC file
date = datetime.date(int(path.split('-')[0]),int(path.split('-')[1]),int(path.split('-')[2]))
datetime.date()
を使ってpath
から年月日を抽出する
≫https://docs.python.org/3/library/datetime.html
igcfile = [line.rstrip("\n") for line in igcfile]
.igcファイルを行ごとに読み込んで作成したリストigcfile
の各要素から改行コードを削除する
igc_B = [[igcfile.index(lines),lines] for lines in igcfile if 'B' in lines[0] if 'A' in lines]
igcfile
の要素から「1文字目がBかつAを含むもの(=B recordかつ3次元データ)」を抽出する
このとき,抜き出したB recordがigcfileの何番目の要素だったかを記録しておく
[[(igcfileでのindex), (B record 1)],[(igcfileでのindex), (B record 2)],...[(igcfileでのindex), (B record n)]]
list_B = [[lines[0],lines[1][0],lines[1][1:7],lines[1][7:14],lines[1][14],lines[1][15:23],lines[1][23],lines[1][24],lines[1][25:30],lines[1][30:]] for lines in igc_B]
B recordを各項目ごとのリストに分割する
例)B 014018 4901379 N 00233343 E A 00339 00181
- lines[1][0]:B
- lines[1][1:7]:014018
- lines[1][7:14]:4901379
- lines[1][14]:N
- lines[1][15:23]:00233343
- lines[1][23]:E
- lines[1][24]:A
- lines[1][25:30]:00339
- lines[1][30:]:00181
# Convert text of B-record to values
idx=0
for _ in list_B:
list_B[idx][2] = datetime.datetime(date.year,date.month,date.day,int(list_B[idx][2][:2]),int(list_B[idx][2][2:4]),int(list_B[idx][2][4:]))
list_B[idx][3] = float(list_B[idx][3])/100000.
list_B[idx][5] = float(list_B[idx][5])/100000.
list_B[idx][8] = float(list_B[idx][8])
list_B[idx][9] = float(list_B[idx][9])
idx+=1
B recordの各項目の記録(テキスト形式)を数値などに変換する
例)B 014018 4901379 N 00233343 E A 00339 00181
- lines[1][0]:B
- lines[idx][2]:014018 → 2023/2/22 1:40:18
- lines[idx][3]:4901379 → 49.01379
- lines[idx][5]:00233343 → 2.33343
- lines[idx][8]:00339 → 339
- lines[idx][9]:00181 → 181
# Create dataframe from list of records and export it as CSV file
df_B = pd.DataFrame(list_B,columns=['igc_index', 'record_type', 'UTC_time','latitude','NS','longitude','EW','fix_validity','press_alt','GNSS_alt'])
df_B.to_csv(path[:-4]+".csv")
pd.DataFrame
を使ってlist_B
をデータフレームに変換し,.to_csv()
でCSVファイルとして出力する
≫https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.html
≫https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.to_csv.html
実行例
以下のコマンドでigcfile.pyを実行する
python igcfile.py
igcfile.pyと同じディレクトリに*.csvが作成される
/mnt/c/Users/mtkbirdman/Desktop/igc
├── 2023-02-22-XNA-9AD179D6D6F04DDD95474658245E6D4F-01.csv
├── 2023-02-22-XNA-9AD179D6D6F04DDD95474658245E6D4F-01.igc
└── igcfile.py
↓pythonのインストールはこちら
おわりに
グライダーなどのフライトログに使われる.igc形式のフライトログをCSVデータに変換するPythonプログラムについて説明した
↓フライトログ記録アプリ
↓関連記事
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