Created
January 14, 2019 23:23
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Save qqpann/0c7c5fd978461fb88c9d5747ecdb259c to your computer and use it in GitHub Desktop.
筑波 データマイニング
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| import numpy as np | |
| import pandas as pd | |
| import sqlite3 | |
| from collections import defaultdict | |
| conn = sqlite3.connect('data/twitter_users.sqlite') | |
| df = pd.read_sql('select id, follower_screen_name from twitter_followers', conn) | |
| init = 0.33 | |
| λ = 0.15 | |
| N = len(df) | |
| refresh = 2 | |
| # links = 'a->b a->c b->c c->a' | |
| linked_to = dict() | |
| Lx = dict() | |
| # for link in links.split(): | |
| for i, (fr, to) in df.iterrows(): | |
| # fr, to = link.split('->') | |
| if linked_to.get(to, False): | |
| linked_to[to].append(fr) | |
| else: | |
| linked_to[to] = [fr] | |
| Lx[fr] = Lx.get(fr, 0) + 1 | |
| PRxMemo = defaultdict(lambda: dict()) | |
| def PRx(page, n): | |
| if n == 0: | |
| return init | |
| elif PRxMemo[page].get(n): | |
| return PRxMemo[page][n] | |
| else: | |
| result = (λ / N) + (1 - λ) * sum([(PRx(x, n - 1) / Lx[x]) for x in linked_to[page]]) | |
| PRxMemo[page][n] = result | |
| return result | |
| # print(linked_to, Lx) | |
| # n = refresh | |
| n = 3 | |
| print("Result:") | |
| for name in linked_to.keys(): | |
| print(f"PR_{name}[{n}]: {PRx(name, n):.4}") | |
| # n = 10 | |
| # print(f"""Result: | |
| # PRa[{n}]: {PRx('a', n):.4} | |
| # PRb[{n}]: {PRx('b', n):.4} | |
| # PRc[{n}]: {PRx('c', n):.4} | |
| # """) |
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| Result: | |
| PR_qqhann_ITF[3]: 0.0004529 | |
| PR_qqhann[3]: 0.0005075 | |
| PR_wakapippi[3]: 0.0001897 | |
| PR_tsuku_live[3]: 0.0001897 | |
| PR_NishikawaKouh[3]: 0.0004299 | |
| PR_KLISSANHEN[3]: 0.0003153 | |
| PR_tommy19970714[3]: 0.0002538 | |
| PR_natsukacha[3]: 0.0002544 | |
| PR_klisiss[3]: 0.0001897 | |
| PR_chr_ITF[3]: 0.000257 | |
| PR_blue_impg[3]: 0.0002233 | |
| PR_nmyuuun[3]: 0.0001897 | |
| PR_SatoDaitetsu[3]: 0.0001897 | |
| PR_hoshizora1997[3]: 0.0001897 | |
| PR_Moneto_Tk[3]: 0.0002252 | |
| PR_passion_shodo[3]: 0.0001897 | |
| PR_seventy219[3]: 0.0002656 | |
| PR_ijrfk[3]: 0.0009439 | |
| PR_i8mg8AftpOamUYJ[3]: 0.0001897 | |
| PR_ikumin3506[3]: 0.0002041 | |
| PR_arpanda0924[3]: 0.0004227 | |
| PR_Mmmnyt[3]: 0.0002089 | |
| PR_made_up_123[3]: 0.0001897 | |
| PR_Tohoku6ken_tkb[3]: 0.0001897 | |
| PR_bnbn_aikoku[3]: 0.0001897 | |
| PR_kzm_klis[3]: 0.0001897 | |
| PR_MtJuney[3]: 0.0001897 | |
| PR_matpgmwwp[3]: 0.0001897 | |
| PR_RyuNakka[3]: 0.0002233 | |
| PR_nunyunun[3]: 0.0001897 | |
| PR_run_iue[3]: 0.0001897 | |
| PR_CaramelWith_[3]: 0.0001897 | |
| PR_truth_ssp_d[3]: 0.0001897 | |
| PR_ho_tokezaki[3]: 0.0001897 | |
| PR_hashiyan_ITF[3]: 0.0001897 | |
| PR_UEzobafun[3]: 0.0001897 | |
| PR_G_goooo7[3]: 0.001342 | |
| PR_daiba1116[3]: 0.0009767 | |
| PR_8se5japan[3]: 0.0002242 | |
| PR_ryotanoschedule[3]: 0.002755 | |
| PR_ichijinraigou[3]: 0.0002242 | |
| PR_tetootetoco7[3]: 0.0001897 | |
| PR_syun__a[3]: 0.0001897 | |
| PR_ironanairo[3]: 0.0002041 | |
| PR_5fhUd[3]: 0.0001897 | |
| PR_aiken11_12[3]: 0.0001897 | |
| PR_amaminoclo[3]: 0.0002041 | |
| PR_niwatori_univer[3]: 0.0002041 | |
| PR_lmn8cs[3]: 0.0002644 | |
| PR_uda315[3]: 0.0002041 | |
| PR_ITF_kanazawa[3]: 0.0002017 | |
| PR_matamata0724[3]: 0.0003261 | |
| PR_gamma_0207[3]: 0.0002041 | |
| PR_Shisyamo555[3]: 0.0001897 | |
| PR_nakiri0830[3]: 0.0001897 | |
| PR_masazwi1997[3]: 0.0001897 | |
| PR_wabairun0815[3]: 0.0001897 | |
| PR_sdoaa9006[3]: 0.0001897 | |
| PR_1289baseball[3]: 0.000217 | |
| PR_TkhgBu[3]: 0.001398 | |
| PR_ssssssssssatsu[3]: 0.0002259 | |
| PR_hry_lycg68[3]: 0.0004147 | |
| PR_D6_bmp[3]: 0.0001897 | |
| PR_karatekozo1996[3]: 0.0001897 | |
| PR_baka_haguki[3]: 0.000201 | |
| PR_takahasi4545[3]: 0.0006953 | |
| PR_BANSHEE_NEKO_02[3]: 0.002361 | |
| PR_hry_lycg23[3]: 0.0004147 | |
| PR_hitotose01[3]: 0.0001897 | |
| PR_sea_dol_wha[3]: 0.0003919 | |
| PR_0514ebina[3]: 0.0001897 | |
| PR_suzuka5634[3]: 0.0001897 | |
| PR_aeptem317[3]: 0.0001897 | |
| PR_Hyougo4107[3]: 0.0005881 | |
| PR_lagoon9034[3]: 0.0001897 | |
| PR_taixhigh_q[3]: 0.0001897 | |
| PR_Will3cats[3]: 0.0002132 | |
| PR_20131031s[3]: 0.0002569 | |
| PR_runrunsasaki[3]: 0.000201 | |
| PR_hry_lycg22[3]: 0.0002162 | |
| PR_0414Maturi[3]: 0.0001897 | |
| PR_sinao2[3]: 0.001175 | |
| PR_pandadx6969[3]: 0.0007683 | |
| PR_lucy_sy_816[3]: 0.000282 | |
| PR_masa_0897[3]: 0.0004747 | |
| PR_luc_ksa_y[3]: 0.0003623 | |
| PR_dqxbt100[3]: 0.0002459 | |
| PR_kantai318[3]: 0.0002489 | |
| PR_pyann_1039[3]: 0.0001897 | |
| PR_yagi_0920[3]: 0.000238 | |
| PR_hry_lycg21[3]: 0.0002162 | |
| PR_snp38_0816[3]: 0.0003744 | |
| PR_zackey_k[3]: 0.000201 | |
| PR_utsumibannan[3]: 0.0001897 | |
| PR_hat5601[3]: 0.0003182 | |
| PR_cocoa2403_aim[3]: 0.0002132 | |
| PR_YutoSy9723[3]: 0.0005309 | |
| PR_syatihokoten[3]: 0.0001897 | |
| PR_Kiryu4200[3]: 0.0001897 | |
| PR_ma____1018[3]: 0.0002875 | |
| PR_iwatamanta1210[3]: 0.0002018 | |
| PR_PATA1125[3]: 0.0001897 | |
| PR_yutoku0308[3]: 0.00103 | |
| PR_stars3065[3]: 0.0002132 | |
| PR_3catsWill[3]: 0.0002018 | |
| PR_shin_jubilo[3]: 0.0002259 | |
| PR_daichan09281[3]: 0.001262 | |
| PR_Murray_Taku1023[3]: 0.0003564 | |
| PR_sinnyo_ryohei[3]: 0.0003919 | |
| PR_inakou5[3]: 0.001569 | |
| PR_ban_174[3]: 0.0001897 | |
| PR_w_sprite347[3]: 0.0003417 | |
| PR_kamisan0417[3]: 0.0003978 | |
| PR_Naoksg613[3]: 0.0003744 | |
| PR_Ws19961202[3]: 0.0009641 | |
| PR_masao0o0o[3]: 0.000567 | |
| PR_ThankfulWf[3]: 0.001104 | |
| PR_choko_ramen_gyo[3]: 0.000201 | |
| PR_BANSHEE_NORN_02[3]: 0.003832 | |
| PR_0804gin[3]: 0.0002132 | |
| PR_tomo58al[3]: 0.0004643 | |
| PR_bnbn_777[3]: 0.0002131 | |
| PR_freemotio[3]: 0.0001043 | |
| PR__tinoji[3]: 8.461e-05 | |
| PR_kibi_aki[3]: 8.461e-05 | |
| PR_Kish_WORLDs[3]: 0.0001038 | |
| PR_ProductHunt_jp[3]: 8.461e-05 | |
| PR_AppsTimes[3]: 8.461e-05 | |
| PR_watanabe_117[3]: 0.004024 | |
| PR_en30Y[3]: 9.249e-05 | |
| PR_earthkeylab[3]: 8.461e-05 | |
| PR_hosono_fe[3]: 8.461e-05 | |
| PR_sunpepe[3]: 8.461e-05 | |
| PR_appp_la[3]: 8.461e-05 | |
| PR_tmasao[3]: 0.0001793 | |
| PR_klis_kasuga[3]: 0.0001474 | |
| PR_sti320a[3]: 8.461e-05 | |
| PR_dumblepytech1[3]: 8.461e-05 | |
| PR_jansnap729[3]: 8.461e-05 | |
| PR_oki_tz[3]: 8.461e-05 | |
| PR_narinarita1980[3]: 8.461e-05 | |
| PR_Net2ja47[3]: 8.461e-05 | |
| PR_upura0[3]: 0.0001911 | |
| PR_m3yrin[3]: 8.461e-05 | |
| PR_dev_sudame[3]: 8.461e-05 | |
| PR_adwakana21830[3]: 8.461e-05 | |
| PR_sadaoooo1210[3]: 0.0001158 | |
| PR_brawlstarsjp[3]: 8.461e-05 | |
| PR_xuzijian629[3]: 8.461e-05 | |
| PR_5ebec[3]: 8.461e-05 | |
| PR_ZeRo0957[3]: 8.461e-05 | |
| PR_piris314[3]: 8.461e-05 | |
| PR_wagase[3]: 8.461e-05 | |
| PR_ziyugata[3]: 0.0001038 | |
| PR_ntmemoo[3]: 8.461e-05 | |
| PR_roy8boy[3]: 8.461e-05 | |
| PR_smasat0[3]: 9.659e-05 | |
| PR_hirotsugu_kawa[3]: 8.461e-05 | |
| PR_KlisMof[3]: 0.0001038 | |
| PR_gadgetsloveman[3]: 8.461e-05 | |
| PR_puni_kyopro[3]: 8.461e-05 | |
| PR_oakareaioh[3]: 8.461e-05 | |
| PR_toof_jp[3]: 8.461e-05 | |
| PR_k0bya4[3]: 0.0001681 | |
| PR_vaaaaanquish[3]: 0.000209 | |
| PR_tan1p0p[3]: 0.0001681 | |
| PR_k_hirosawa[3]: 8.461e-05 | |
| PR_kajyuuen[3]: 0.0001561 | |
| PR_YES_SW_ENGINEER[3]: 9.294e-05 | |
| PR_satori_labo[3]: 9.659e-05 | |
| PR_nissy_AAAAA[3]: 8.461e-05 | |
| PR_yuuyasub[3]: 8.461e-05 | |
| PR_Kengo_vg[3]: 0.0001283 | |
| PR_pjy2009[3]: 8.461e-05 | |
| PR_ZEETO_vaingroly[3]: 0.0001721 | |
| PR_himahimanohito[3]: 8.461e-05 | |
| PR_korenaga_[3]: 8.461e-05 | |
| PR_MarimonTaisa[3]: 8.461e-05 | |
| PR_nakazu225[3]: 8.461e-05 | |
| PR_Lpty_[3]: 8.461e-05 | |
| PR_enjoy_goodjob[3]: 8.461e-05 | |
| PR_nobusi_san[3]: 8.461e-05 | |
| PR_s1ro_VG[3]: 8.461e-05 | |
| PR_NoriUverworld[3]: 8.461e-05 | |
| PR_jehanneDarc12[3]: 8.461e-05 | |
| PR_botamochi5522[3]: 8.461e-05 | |
| PR_Ranhansya_VG[3]: 8.461e-05 | |
| PR_pakkurihamaguri[3]: 8.461e-05 | |
| PR_rad2_pad[3]: 8.461e-05 | |
| PR_etrnel_yk[3]: 8.461e-05 | |
| PR_da_ri_da_ri[3]: 8.461e-05 | |
| PR_xUxUx_VG[3]: 8.461e-05 | |
| PR_AzUtMaNIA[3]: 8.461e-05 | |
| PR_vaingloryCH[3]: 8.461e-05 | |
| PR_nissyAAA_vain[3]: 8.461e-05 | |
| PR_gorillalla[3]: 8.461e-05 | |
| PR_M4SSIVE_jf[3]: 8.461e-05 | |
| PR_VaingloryJP[3]: 8.461e-05 | |
| PR_gian_gi26kasa[3]: 8.461e-05 | |
| PR_popopoffy[3]: 6.825e-05 | |
| PR_NvrSurrenderGuy[3]: 6.825e-05 | |
| PR_goriranto[3]: 6.825e-05 | |
| PR_shimuo5682[3]: 6.825e-05 | |
| PR_ITF_XX[3]: 6.825e-05 | |
| PR_soru228[3]: 7.29e-05 | |
| PR_sou__3san[3]: 8.27e-05 | |
| PR_cashfooooou[3]: 6.825e-05 | |
| PR_XCl4AGU3vPEI4KE[3]: 6.825e-05 | |
| PR__katarinaamsk[3]: 6.825e-05 | |
| PR_roilvder[3]: 8.024e-05 | |
| PR_TsukuByeBuy[3]: 8.676e-05 | |
| PR___summerhope[3]: 6.825e-05 | |
| PR_tanuki05i7[3]: 6.825e-05 | |
| PR_koshi_kun[3]: 6.825e-05 | |
| PR_4i7chan[3]: 6.825e-05 | |
| PR_1moto392[3]: 6.825e-05 | |
| PR_TC_Mr4_2018[3]: 6.825e-05 | |
| PR_shizuku888[3]: 6.825e-05 | |
| PR_siguredros[3]: 9.039e-05 | |
| PR_flyoff_gama[3]: 9.737e-05 | |
| PR_lamp8770[3]: 6.825e-05 | |
| PR_kyo_kurukuru[3]: 6.825e-05 | |
| PR_king_of_yknk[3]: 6.825e-05 | |
| PR_mtsmr[3]: 6.825e-05 | |
| PR_f_lpk[3]: 6.825e-05 | |
| PR_Pepiperia[3]: 6.825e-05 | |
| PR_minominoxxx[3]: 6.825e-05 | |
| PR_ok0me_[3]: 6.825e-05 | |
| PR_r_nyankosensei[3]: 7.764e-05 | |
| PR_public_zdk[3]: 6.825e-05 | |
| PR_shiuniya[3]: 6.825e-05 | |
| PR_SusaTaiki[3]: 6.825e-05 | |
| PR_kyo_ice_ice[3]: 6.825e-05 | |
| PR_intern_kasegu2[3]: 6.825e-05 | |
| PR_yu_O93[3]: 9.737e-05 | |
| PR_HaRu20835392[3]: 6.825e-05 | |
| PR_hamakyo_klis[3]: 6.825e-05 | |
| PR__lasurstein[3]: 6.825e-05 | |
| PR_amakubo_kuboya[3]: 6.825e-05 | |
| PR__EL_BORDE[3]: 6.825e-05 | |
| PR_amazarashi0522[3]: 6.825e-05 | |
| PR_6whbptmgo[3]: 7.764e-05 | |
| PR_Share08664151[3]: 6.825e-05 | |
| PR_hakataminamibad[3]: 6.825e-05 | |
| PR_matsurooooooooo[3]: 6.825e-05 | |
| PR_Nago_klis16[3]: 8.27e-05 | |
| PR_welt_meister_[3]: 6.825e-05 | |
| PR_LADaccel1108[3]: 8.27e-05 | |
| PR_spikersinc[3]: 6.825e-05 | |
| PR_0518_rsf[3]: 6.825e-05 | |
| PR_mag6_[3]: 6.825e-05 | |
| PR_YanKee_1201[3]: 0.0001218 | |
| PR_syake_na_babyyy[3]: 6.825e-05 | |
| PR_enpit_tsukuba[3]: 0.0001398 | |
| PR_Brains_Info_TKB[3]: 6.825e-05 | |
| PR_ut_shimbun[3]: 6.825e-05 | |
| PR_to_m0ya[3]: 7.764e-05 | |
| PR_theseaseenin[3]: 6.825e-05 | |
| PR_RAstro2[3]: 8.744e-05 | |
| PR_shisyu_gaku[3]: 0.0001218 | |
| PR_ploversTkb_2018[3]: 6.825e-05 | |
| PR_d27robo[3]: 0.0001068 | |
| PR_tkbtaiikukai[3]: 8.411e-05 | |
| PR_MasterPeace_soc[3]: 6.825e-05 | |
| PR_tsukuba_New[3]: 8.403e-05 | |
| PR_tsukubabowlings[3]: 6.825e-05 | |
| PR_Judo_DokokaiITF[3]: 7.473e-05 | |
| PR_tsukutaku18[3]: 6.825e-05 | |
| PR_fulcote[3]: 7.764e-05 | |
| PR_general_ikep[3]: 6.825e-05 | |
| PR_non_notbed[3]: 6.825e-05 | |
| PR_sakusaku_saxon[3]: 6.825e-05 | |
| PR_0402Shu[3]: 0.0001476 | |
| PR___lasurstein[3]: 7.764e-05 | |
| PR_TsukubaPlaceLab[3]: 8.411e-05 | |
| PR_0k1s4s2[3]: 7.764e-05 | |
| PR_tsukuba_3hen[3]: 7.473e-05 | |
| PR_syuwashinkan18[3]: 6.825e-05 | |
| PR_gda_jx[3]: 7.492e-05 | |
| PR__worthless_0k0[3]: 6.825e-05 | |
| PR_gama_jumper[3]: 0.0001218 | |
| PR_panda_88key[3]: 6.825e-05 | |
| PR_35yasu[3]: 6.825e-05 | |
| PR_larlarc_painter[3]: 6.825e-05 | |
| PR_68mn_1312[3]: 6.825e-05 | |
| PR_student_docter[3]: 6.825e-05 | |
| PR_bungu_seeker[3]: 6.825e-05 | |
| PR_TOWER_Ikebukuro[3]: 6.825e-05 | |
| PR_syukatunopro[3]: 6.825e-05 | |
| PR_madvel1214[3]: 6.825e-05 | |
| PR_Ningensei848[3]: 0.0001356 | |
| PR_kaito0830kk[3]: 6.825e-05 | |
| PR_yuyudora622[3]: 6.825e-05 | |
| PR_0724kaicho[3]: 6.825e-05 | |
| PR_GKlcom[3]: 6.825e-05 | |
| PR_taotao1021[3]: 6.825e-05 | |
| PR___iiiimiiii__[3]: 7.492e-05 | |
| PR_shoyu5656[3]: 0.0001391 | |
| PR_utmo_823[3]: 0.0001297 | |
| PR_LAr_LArc[3]: 6.825e-05 | |
| PR__banyura_1227[3]: 6.825e-05 | |
| PR_rah_beer[3]: 6.825e-05 | |
| PR_HarukaKlis[3]: 0.0001662 | |
| PR_mrtn252[3]: 6.825e-05 | |
| PR_jmwjmw002[3]: 6.825e-05 | |
| PR_miori_ng[3]: 6.825e-05 | |
| PR_LAMUKA88[3]: 6.825e-05 | |
| PR_f8xw2[3]: 6.825e-05 | |
| PR_galaxy000yuta[3]: 6.825e-05 | |
| PR_xapyka2[3]: 6.825e-05 | |
| PR_dena_imajun[3]: 6.825e-05 | |
| PR_amazoomiamia[3]: 6.825e-05 | |
| PR_Mtmouse777[3]: 6.825e-05 | |
| PR_amazarasi_884[3]: 6.825e-05 | |
| PR_amz_rain319[3]: 6.825e-05 | |
| PR_Chihiro63642264[3]: 6.825e-05 | |
| PR_neohimeism[3]: 6.825e-05 | |
| PR_msywtnb[3]: 6.825e-05 | |
| PR_azukid7[3]: 6.825e-05 | |
| PR_hry_x[3]: 6.825e-05 | |
| PR_okapi_traveinfo[3]: 6.825e-05 | |
| PR_tsuburatani818[3]: 6.825e-05 | |
| PR_camerahasuzuki[3]: 6.825e-05 | |
| PR_Chick_en_Ciel[3]: 6.825e-05 | |
| PR_toyoken777[3]: 6.825e-05 | |
| PR_horiten79[3]: 6.825e-05 | |
| PR_LAr_LArc_[3]: 6.825e-05 | |
| PR_tatatatataguchi[3]: 6.825e-05 | |
| PR_shophot819[3]: 6.825e-05 | |
| PR_camera_suzuki[3]: 6.825e-05 | |
| PR_H0418ruka[3]: 6.825e-05 | |
| PR_commons_chubu[3]: 6.825e-05 | |
| PR_Tsukuba_STEP[3]: 0.0001026 | |
| PR_akatsuki_cram[3]: 0.0001026 | |
| PR_take50707[3]: 0.0001026 | |
| PR_tsukuba_net[3]: 0.0001026 | |
| PR_TakeawayTsukuba[3]: 0.0001026 | |
| PR_kuttulovefish[3]: 0.0001026 | |
| PR_yst_biol[3]: 0.0001026 | |
| PR_NEWS_Tsukuba[3]: 0.0001026 | |
| PR_mo_da_me_da[3]: 0.0001026 | |
| PR_momofuji_78[3]: 0.0001026 | |
| PR_lurenji1993[3]: 0.0001026 | |
| PR_masmas_j[3]: 0.0001026 | |
| PR_OKKotaro[3]: 0.0001026 | |
| PR_mega_chamo[3]: 0.0001026 | |
| PR_motoietchika[3]: 0.0001026 | |
| PR_obbb_gt[3]: 0.0001026 | |
| PR_ocojo__ocojo[3]: 0.0001026 | |
| PR_ta9__t[3]: 0.0001026 | |
| PR_cobaltr_blue[3]: 0.0001026 | |
| PR_cryingwolf538[3]: 0.001234 | |
| PR_pocopoco1976[3]: 0.001234 | |
| PR_Honoka2492[3]: 6.351e-05 | |
| PR_oTaKu_SiDe[3]: 6.351e-05 | |
| PR_takemur34801809[3]: 6.351e-05 | |
| PR_kumisan1895[3]: 6.351e-05 | |
| PR_ftsky1[3]: 6.351e-05 | |
| PR_L0U5C1K9Y[3]: 6.351e-05 | |
| PR_sroad5[3]: 6.351e-05 | |
| PR_unata_r5[3]: 6.351e-05 | |
| PR_tooiaoiro[3]: 6.351e-05 | |
| PR_iguchyu_univ[3]: 6.351e-05 | |
| PR_ikumuki08[3]: 6.351e-05 | |
| PR_UD2Cjxuwp[3]: 6.351e-05 | |
| PR_usaebiebi[3]: 6.351e-05 | |
| PR_cinnamon_mast[3]: 6.351e-05 | |
| PR_PistaJp[3]: 6.351e-05 | |
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| PR_kko401[3]: 6.692e-05 | |
| PR_photo_afma_s[3]: 6.692e-05 | |
| PR_KameraS02[3]: 6.692e-05 | |
| PR_momoo452[3]: 6.692e-05 | |
| PR_Tanko_Pokino[3]: 6.692e-05 | |
| PR_aika_0316_17[3]: 6.692e-05 | |
| PR_musedclo[3]: 6.692e-05 | |
| PR_tetuwof[3]: 6.692e-05 | |
| PR_mizuumiramune[3]: 6.692e-05 | |
| PR_myun_p_arkr[3]: 6.692e-05 | |
| PR_ryotaaa1998704[3]: 6.692e-05 | |
| PR____Messiah____[3]: 6.692e-05 | |
| PR_nogiasyun__0810[3]: 6.692e-05 | |
| PR_vn_w31[3]: 6.692e-05 | |
| PR_syashin_non[3]: 6.692e-05 | |
| PR_tacchanwankonya[3]: 6.692e-05 | |
| PR_dai_nikoniko[3]: 6.692e-05 | |
| PR_st1230sakura[3]: 6.692e-05 | |
| PR_39pink39[3]: 6.692e-05 | |
| PR_aminonnn0712[3]: 6.692e-05 | |
| PR_Tears_sunflower[3]: 6.692e-05 | |
| PR_jiyuukimamani_[3]: 6.692e-05 | |
| PR_phot_drop[3]: 6.692e-05 | |
| PR_sormu6[3]: 6.692e-05 |
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