which_fish(keyword, using = c("trophic", "habitat", "lifecycle", "morphology", "diagnostic", "distribution", "ScientificName", "Genus", "Family", "Class", "Order", "size"), fish.data = NULL, path = NULL)
a logical vector of length(fish.data) indicating the matches.
which_fish is the the generic search function for fishbase a variety of description types
data(fishbase) invert <- which_fish("invertebrate|mollusk", using="trophic", fish.data) fish_names(fish.data[invert])[1] "Epinephelus morio" [2] "Balistes vetula" [3] "Argentina sphyraena" [4] "Callionymus reticulatus" [5] "Clupea harengus harengus" [6] "Anguilla anguilla" [7] "Arnoglossus imperialis" [8] "Arnoglossus thori" [9] "Blennius ocellaris" [10] "Brosme brosme" [11] "Chirolophis ascanii" [12] "Echiodon drummondii" [13] "Caranx hippos" [14] "Helicolenus dactylopterus dactylopterus" [15] "Chanos chanos" [16] "Labeo rohita" [17] "Etelis carbunculus" [18] "Acanthostracion quadricornis" [19] "Scomber japonicus" [20] "Thunnus maccoyii" [21] "Lutjanus guttatus" [22] "Lutjanus inermis" [23] "Lutjanus jocu" [24] "Lutjanus jordani" [25] "Lutjanus lemniscatus" [26] "Callorhinchus capensis" [27] "Lutjanus novemfasciatus" [28] "Lutjanus peru" [29] "Lutjanus purpureus" [30] "Lutjanus rivulatus" [31] "Lutjanus russellii" [32] "Lutjanus synagris" [33] "Lutjanus vitta" [34] "Lutjanus vivanus" [35] "Pristipomoides filamentosus" [36] "Pristipomoides multidens" [37] "Pristipomoides sieboldii" [38] "Pristipomoides typus" [39] "Pristipomoides zonatus" [40] "Rhomboplites aurorubens" [41] "Symphorichthys spilurus" [42] "Albula vulpes" [43] "Coregonus clupeaformis" [44] "Oncorhynchus tshawytscha" [45] "Salvelinus fontinalis" [46] "Salvelinus alpinus alpinus" [47] "Salvelinus namaycush" [48] "Lutjanus fulviflamma" [49] "Lutjanus gibbus" [50] "Tinca tinca" [51] "Pangasius pangasius" [52] "Lota lota" [53] "Microgadus tomcod" [54] "Coryphaenoides rupestris" [55] "Galeoides decadactylus" [56] "Polyprion americanus" [57] "Morone saxatilis" [58] "Perca flavescens" [59] "Sander lucioperca" [60] "Trachurus lathami" [61] "Trachinotus carolinus" [62] "Selar crumenophthalmus" [63] "Brachydeuterus auritus" [64] "Paralonchurus peruanus" [65] "Pennahia argentata" [66] "Dentex dentex" [67] "Pagrus major" [68] "Drepane punctata" [69] "Drepane africana" [70] "Nemadactylus bergi" [71] "Cheilodactylus variegatus" [72] "Peprilus triacanthus" [73] "Trichogaster pectoralis" [74] "Hippoglossus stenolepis" [75] "Reinhardtius hippoglossoides" [76] "Austroglossus microlepis" [77] "Austroglossus pectoralis" [78] "Stolephorus indicus" [79] "Centroscyllium nigrum" [80] "Cirrhigaleus barbifer" [81] "Limanda limanda" [82] "Scymnodon obscurus" [83] "Lithognathus mormyrus" [84] "Oxynotus bruniensis" [85] "Oxynotus caribbaeus" [86] "Oxynotus paradoxus" [87] "Pliotrema warreni" [88] "Heterodontus francisci" [89] "Heterodontus galeatus" [90] "Heterodontus quoyi" [91] "Heterodontus zebra" [92] "Eucrossorhinus dasypogon" [93] "Orectolobus japonicus" [94] "Orectolobus ornatus" [95] "Orectolobus wardi" [96] "Mugil cephalus" [97] "Mullus barbatus barbatus" [98] "Cephaloscyllium isabellum" [99] "Halaelurus natalensis" [100] "Parmaturus xaniurus" [101] "Poroderma pantherinum" [102] "Schroederichthys bivius" [103] "Oblada melanura" [104] "Carcharhinus amboinensis" [105] "Carcharhinus limbatus" [106] "Carcharhinus melanopterus" [107] "Lamiopsis temminckii" [108] "Triaenodon obesus" [109] "Cathorops spixii" [110] "Paralichthys lethostigma" [111] "Caulolatilus chrysops" [112] "Caulolatilus cyanops" [113] "Caulolatilus intermedius" [114] "Caulolatilus microps" [115] "Decapterus punctatus" [116] "Decapterus tabl" [117] "Pseudocaranx dentex" [118] "Seriola dumerili" [119] "Seriola rivoliana" [120] "Trachinotus goodei" [121] "Diodon hystrix" [122] "Chaetodipterus faber" [123] "Diapterus rhombeus" [124] "Eucinostomus gula" [125] "Eucinostomus melanopterus" [126] "Eugerres plumieri" [127] "Gerres cinereus" [128] "Saurida undosquamis" [129] "Hyporhamphus unifasciatus" [130] "Bodianus rufus" [131] "Lachnolaimus maximus" [132] "Cantherhines pullus" [133] "Mulloidichthys martinicus" [134] "Pseudupeneus maculatus" [135] "Upeneus parvus" [136] "Lactophrys triqueter" [137] "Abudefduf saxatilis" [138] "Microspathodon chrysurus" [139] "Anisotremus surinamensis" [140] "Anisotremus virginicus" [141] "Haemulon aurolineatum" [142] "Haemulon carbonarium" [143] "Haemulon chrysargyreum" [144] "Haemulon flavolineatum" [145] "Haemulon macrostomum" [146] "Haemulon parra" [147] "Haemulon plumierii" [148] "Haemulon steindachneri" [149] "Orthopristis ruber" [150] "Larimus breviceps" [151] "Sciaenops ocellatus" [152] "Stephanolepis setifer" [153] "Epinephelus flavolimbatus" [154] "Archosargus rhomboidalis" [155] "Calamus arctifrons" [156] "Calamus penna" [157] "Calamus pennatula" [158] "Diplodus holbrookii" [159] "Sphoeroides spengleri" [160] "Dasyatis americana" [161] "Raja texana" [162] "Ctenochaetus striatus" [163] "Albula neoguinaica" [164] "Arius africanus" [165] "Arius arius" [166] "Plicofollis tonggol" [167] "Plicofollis dussumieri" [168] "Arius jella" [169] "Plicofollis platystomus" [170] "Plicofollis polystaphylodon" [171] "Arius subrostratus" [172] "Arius sumatranus" [173] "Plicofollis tenuispinis" [174] "Atherinomorus lacunosus" [175] "Mullus surmuletus" [176] "Myoxocephalus scorpius" [177] "Pleuronectes platessa" [178] "Spinachia spinachia" [179] "Spondyliosoma cantharus" [180] "Taurulus bubalis" [181] "Lumpenus lampretaeformis" [182] "Oreochromis aureus" [183] "Hoplopagrus guentherii" [184] "Lipocheilus carnolabrum" [185] "Oreochromis andersonii" [186] "Lutjanus aratus" [187] "Lutjanus argentiventris" [188] "Oreochromis mortimeri" [189] "Lutjanus colorado" [190] "Lutjanus goreensis" [191] "Sardinella longiceps" [192] "Nannothrissa parva" [193] "Alosa braschnikowi" [194] "Alosa maeotica" [195] "Alosa mediocris" [196] "Alosa pseudoharengus" [197] "Alosa saposchnikowii" [198] "Ilisha megaloptera" [199] "Opisthopterus tardoore" [200] "Arnoglossus rueppelii" [201] "Salaria pavo" [202] "Synchiropus phaeton" [203] "Mola mola" [204] "Mora moro" [205] "Remora remora" [206] "Diplodus sargus sargus" [207] "Diplodus vulgaris" [208] "Pagrus pagrus" [209] "Scorpaena porcus" [210] "Scorpaena scrofa" [211] "Trachinotus ovatus" [212] "Tripterygion tripteronotus" [213] "Callionymus risso" [214] "Carapus acus" [215] "Gnathophis mystax" [216] "Clinitrachus argentatus" [217] "Arnoglossus kessleri" [218] "Gymnocranius grandoculis" [219] "Lethrinus obsoletus" [220] "Lethrinus rubrioperculatus" [221] "Lethrinus variegatus" [222] "Lethrinus harak" [223] "Lethrinus atkinsoni" [224] "Phycis chesteri" [225] "Alepes melanoptera" [226] "Caranx caballus" [227] "Caranx vinctus" [228] "Carangoides ferdau" [229] "Carangoides fulvoguttatus" [230] "Caranx crysos" [231] "Caranx latus" [232] "Decapterus macrosoma" [233] "Decapterus kurroides" [234] "Selar boops" [235] "Trachinotus blochii" [236] "Trachinotus africanus" [237] "Trachinotus kennedyi" [238] "Trachinotus rhodopus" [239] "Antimora rostrata" [240] "Antimora microlepis" [241] "Gadella maraldi" [242] "Alcolapia alcalicus" [243] "Dasyatis pastinaca" [244] "Torpedo torpedo" [245] "Acipenser sturio" [246] "Huso huso" [247] "Rhinobatos cemiculus" [248] "Salmo trutta fario" [249] "Clarias ngamensis" [250] "Clarias werneri" [251] "Clarias ebriensis" [252] "Protomelas kirkii" [253] "Protomelas labridens" [254] "Protomelas pleurotaenia" [255] "Protomelas marginatus marginatus" [256] "Protomelas spilonotus" [257] "Protomelas taeniolatus" [258] "Placidochromis subocularis" [259] "Lethrinops lethrinus" [260] "Lethrinops longipinnis" [261] "Lethrinops altus" [262] "Lethrinops macracanthus" [263] "Lethrinops marginatus" [264] "Lethrinops auritus" [265] "Lethrinops microstoma" [266] "Lethrinops macrophthalmus" [267] "Aulonocara trematocephalum" [268] "Alticorpus macrocleithrum" [269] "Otopharynx tetrastigma" [270] "Otopharynx decorus" [271] "Otopharynx argyrosoma" [272] "Ctenopharynx nitidus" [273] "Tramitichromis lituris" [274] "Copadichromis quadrimaculatus" [275] "Balistoides conspicillum" [276] "Pseudotropheus fuscoides" [277] "Heterotis niloticus" [278] "Mormyrops anguilloides" [279] "Nannocharax seyboldi" [280] "Barbus macrops" [281] "Barbus sublineatus" [282] "Auchenoglanis occidentalis" [283] "Cottus gobio" [284] "Chrysichthys nigrodigitatus" [285] "Chrysichthys auratus" [286] "Diplodus cervinus cervinus" [287] "Kyphosus sectator" [288] "Chelon labrosus" [289] "Anarhichas lupus" [290] "Acipenser nudiventris" [291] "Epigonus denticulatus" [292] "Epigonus telescopus" [293] "Eptatretus deani" [294] "Myxine glutinosa" [295] "Lampetra camtschatica" [296] "Ginglymostoma cirratum" [297] "Zapteryx exasperata" [298] "Bathyraja aleutica" [299] "Bathyraja interrupta" [300] "Dipturus laevis" [301] "Bathyraja parmifera" [302] "Dasyatis centroura" [303] "Dasyatis dipterura" [304] "Urobatis halleri" [305] "Rhinoptera bonasus" [306] "Hydrolagus colliei" [307] "Acipenser fulvescens" [308] "Acipenser transmontanus" [309] "Moringua edwardsi" [310] "Coregonus nasus" [311] "Coregonus pidschian" [312] "Prosopium cylindraceum" [313] "Prosopium williamsoni" [314] "Salvelinus malma malma" [315] "Umbra pygmaea" [316] "Esox americanus americanus" [317] "Chauliodus macouni" [318] "Leuciscus idus" [319] "Mylocheilus caurinus" [320] "Richardsonius balteatus" [321] "Scardinius erythrophthalmus" [322] "Catostomus catostomus catostomus" [323] "Catostomus columbianus" [324] "Catostomus commersonii" [325] "Catostomus macrocheilus" [326] "Chasmistes liorus liorus" [327] "Ameiurus nebulosus" [328] "Gobiesox maeandricus" [329] "Lycodes lavalaei" [330] "Lycodes polaris" [331] "Lycodes sagittarius" [332] "Fundulus diaphanus diaphanus" [333] "Neoniphon marianus" [334] "Culaea inconstans" [335] "Gasterosteus wheatlandi" [336] "Pungitius pungitius" [337] "Fistularia tabacaria" [338] "Paralabrax nebulifer" [339] "Serranus baldwini" [340] "Serranus tigrinus" [341] "Lepomis gulosus" [342] "Lepomis megalotis" [343] "Micropterus dolomieu" [344] "Micropterus salmoides" [345] "Apogon pseudomaculatus" [346] "Apogon townsendi" [347] "Brama japonica" [348] "Diapterus auratus" [349] "Microlepidotus inornatus" [350] "Aplodinotus grunniens" [351] "Equetus lanceolatus" [352] "Equetus punctatus" [353] "Roncador stearnsii" [354] "Pempheris schomburgkii" [355] "Medialuna californiensis" [356] "Sectator ocyurus" [357] "Chaetodipterus zonatus" [358] "Prognathodes aculeatus" [359] "Chaetodon capistratus" [360] "Prognathodes falcifer" [361] "Chaetodon striatus" [362] "Astronotus ocellatus" [363] "Micrometrus aurora" [364] "Micrometrus minimus" [365] "Stegastes leucostictus" [366] "Stegastes planifrons" [367] "Stegastes variabilis" [368] "Halichoeres bivittatus" [369] "Halichoeres garnoti" [370] "Halichoeres maculipinna" [371] "Halichoeres pictus" [372] "Halichoeres poeyi" [373] "Xyrichtys martinicensis" [374] "Semicossyphus pulcher" [375] "Thalassoma bifasciatum" [376] "Heterostichus rostratus" [377] "Malacoctenus triangulatus" [378] "Hypsoblennius gentilis" [379] "Anoplarchus purpurescens" [380] "Anisarchus medius" [381] "Pholis gunnellus" [382] "Apodichthys fucorum" [383] "Anarhichas denticulatus" [384] "Anarhichas minor" [385] "Anarhichas orientalis" [386] "Anarrhichthys ocellatus" [387] "Gnatholepis thompsoni" [388] "Elacatinus oceanops" [389] "Sebastes mystinus" [390] "Artediellus atlanticus" [391] "Artediellus scaber" [392] "Artediellus uncinatus" [393] "Clinocottus acuticeps" [394] "Cottus aleuticus" [395] "Cottus asper" [396] "Cottus bairdii" [397] "Enophrys bison" [398] "Enophrys diceraus" [399] "Icelus spatula" [400] "Myoxocephalus aenaeus" [401] "Citharichthys arctifrons" [402] "Hippoglossina oblonga" [403] "Syacium papillosum" [404] "Eopsetta jordani" [405] "Isopsetta isolepis" [406] "Liopsetta glacialis" [407] "Platichthys stellatus" [408] "Psettichthys melanostictus" [409] "Aluterus scriptus" [410] "Balistes polylepis" [411] "Monacanthus ciliatus" [412] "Lactophrys bicaudalis" [413] "Canthigaster rostrata" [414] "Istigobius ornatus" [415] "Cirripectes polyzona" [416] "Cheimarrichthys fosteri" [417] "Leiognathus equulus" [418] "Eubleekeria splendens" [419] "Secutor insidiator" [420] "Terapon jarbua" [421] "Gnathanodon speciosus" [422] "Barbus barbus" [423] "Chondrostoma toxostoma" [424] "Gobio gobio gobio" [425] "Squalius cephalus" [426] "Lipogenys gillii" [427] "Eurypharynx pelecanoides" [428] "Electrophorus electricus" [429] "Argyrops filamentosus" [430] "Umbrina ronchus" [431] "Amphiprion chrysopterus" [432] "Nemipterus peronii" [433] "Triacanthus biaculeatus" [434] "Nemipterus nemurus" [435] "Otolithoides biauritus" [436] "Okamejei hollandi" [437] "Mylopharyngodon piceus" [438] "Eurypegasus draconis" [439] "Huso dauricus" [440] "Tor tor" [441] "Coregonus pollan" [442] "Johnius carutta" [443] "Amphiprion melanopus" [444] "Amphiprion tricinctus" [445] "Diodon holocanthus" [446] "Umbra krameri" [447] "Cichlasoma trimaculatum" [448] "Cichlasoma salvini" [449] "Plotosus lineatus" [450] "Pomadasys jubelini" [451] "Evynnis tumifrons" [452] "Bagrus meridionalis" [453] "Hoplias malabaricus" [454] "Misgurnus fossilis" [455] "Cichlasoma urophthalmus" [456] "Secutor ruconius" [457] "Puntius ticto" [458] "Liza macrolepis" [459] "Aphanius fasciatus" [460] "Paracheilinus filamentosus" [461] "Halichoeres melanurus" [462] "Wetmorella nigropinnata" [463] "Aphanius iberus" [464] "Anampses caeruleopunctatus" [465] "Anampses geographicus" [466] "Acentrogobius caninus" [467] "Epinephelus merra" [468] "Sphaeramia orbicularis" [469] "Arius heudelotii" [470] "Ephippus goreensis" [471] "Cynoglossus monodi" [472] "Gephyroberyx darwinii" [473] "Pseudorhombus megalops" [474] "Macropharyngodon meleagris" [475] "Pomadasys incisus" [476] "Pseudotolithus moorii" [477] "Raja straeleni" [478] "Scorpaena elongata" [479] "Zanobatus schoenleinii" [480] "Chaetodon hoefleri" [481] "Hyperopisus bebe bebe" [482] "Marcusenius thomasi" [483] "Dascyllus aruanus" [484] "Dascyllus reticulatus" [485] "Coryphaenoides armatus" [486] "Chaetodon miliaris" [487] "Mystus vittatus" [488] "Kuhlia sandvicensis" [489] "Cyclichthys orbicularis" [490] "Pollimyrus isidori isidori" [491] "Brycinus nurse" [492] "Nannaethiops unitaeniatus" [493] "Gramma loreto" [494] "Hoplerythrinus unitaeniatus" [495] "Chetia flaviventris" [496] "Sargochromis codringtonii" [497] "Sargochromis giardi" [498] "Epinephelus areolatus" [499] "Rhabdosargus sarba" [500] "Stegostoma fasciatum" [501] "Trachurus capensis" [502] "Taeniura lymma" [503] "Marcusenius macrolepidotus macrolepidotus" [504] "Labeobarbus litamba" [505] "Probarbus jullieni" [506] "Sphoeroides greeleyi" [507] "Hydrolagus affinis" [508] "Chaetodon kleinii" [509] "Amphiprion clarkii" [510] "Auchenoglanis biscutatus" [511] "Tetraodon lineatus" [512] "Synodontis batensoda" [513] "Synodontis ocellifer" [514] "Amblyglyphidodon curacao" [515] "Dichistius multifasciatus" [516] "Oplegnathus conwayi" [517] "Plotosus limbatus" [518] "Pomadasys olivaceus" [519] "Johnius belangerii" [520] "Neoscorpis lithophilus" [521] "Acanthopagrus berda" [522] "Rhabdosargus holubi" [523] "Chaetodon mertensii" [524] "Chaetodon octofasciatus" [525] "Chaetodon punctatofasciatus" [526] "Chaetodon reticulatus" [527] "Chaetodon speculum" [528] "Heniochus monoceros" [529] "Heniochus varius" [530] "Pseudodax moluccanus" [531] "Cheilinus chlorourus" [532] "Cheilinus fasciatus" [533] "Oxycheilinus orientalis" [534] "Cheilinus undulatus" [535] "Novaculichthys taeniourus" [536] "Iniistius pavo" [537] "Pseudocheilinops ataenia" [538] "Pseudocheilinus evanidus" [539] "Pteragogus cryptus" [540] "Anampses melanurus" [541] "Cheilio inermis" [542] "Coris gaimard" [543] "Hemigymnus melapterus" [544] "Neomyxus leuciscus" [545] "Abudefduf septemfasciatus" [546] "Abudefduf sordidus" [547] "Chrysiptera cyanea" [548] "Chrysiptera brownriggii" [549] "Neoglyphidodon melas" [550] "Plectroglyphidodon dickii" [551] "Pomacentrus nigromanus" [552] "Pomacentrus vaiuli" [553] "Platax orbicularis" [554] "Rhabdamia gracilis" [555] "Apogon lateralis" [556] "Priacanthus hamrur" [557] "Kyphosus cinerascens" [558] "Rhinopias frondosa" [559] "Cirrhitichthys oxycephalus" [560] "Oxycirrhites typus" [561] "Cantherhines dumerilii" [562] "Rhinecanthus aculeatus" [563] "Sufflamen chrysopterum" [564] "Pentapodus bifasciatus" [565] "Pentapodus caninus" [566] "Pentapodus emeryii" [567] "Pentapodus paradiseus" [568] "Scaevius milii" [569] "Scolopsis taenioptera" [570] "Scolopsis monogramma" [571] "Brachaelurus waddi" [572] "Heteroscyllium colcloughi" [573] "Chiloscyllium indicum" [574] "Chiloscyllium punctatum" [575] "Hemiscyllium trispeculare" [576] "Ctenacis fehlmanni" [577] "Mustelus griseus" [578] "Mustelus palumbes" [579] "Mustelus manazo" [580] "Mustelus mosis" [581] "Mustelus fasciatus" [582] "Triakis maculata" [583] "Triakis scyllium" [584] "Zanclus cornutus" [585] "Syngnathoides biaculeatus" [586] "Ambassis kopsii" [587] "Parupeneus barberinoides" [588] "Parupeneus ciliatus" [589] "Parupeneus indicus" [590] "Epinephelus albomarginatus" [591] "Balistapus undulatus" [592] "Meiacanthus atrodorsalis" [593] "Cynoglossus macrostomus" [594] "Barbus andrewi" [595] "Barbus serra" [596] "Pseudobarbus tenuis" [597] "Barbus treurensis" [598] "Labeo seeberi" [599] "Austroglanis gilli" [600] "Chiloglanis bifurcus" [601] "Elassoma boehlkei" [602] "Herichthys bartoni" [603] "Myxus capensis" [604] "Acanthopagrus latus" [605] "Plectorhinchus picus" [606] "Epinephelus quernus" [607] "Vimba vimba" [608] "Gymnothorax javanicus" [609] "Gymnothorax pictus" [610] "Lactoria cornuta" [611] "Arothron nigropunctatus" [612] "Opistognathus punctatus" [613] "Elops hawaiensis" [614] "Salmo letnica" [615] "Centropomus nigrescens" [616] "Epinephelus coeruleopunctatus" [617] "Epinephelus marginatus" [618] "Epinephelus polyphekadion" [619] "Chaetodon xanthurus" [620] "Amphiprion ocellaris" [621] "Chaetodon assarius" [622] "Bagrus docmak" [623] "Amphiprion frenatus" [624] "Acanthopagrus schlegelii schlegelii" [625] "Ompok bimaculatus" [626] "Canthigaster janthinoptera" [627] "Canthigaster valentini" [628] "Lactoria diaphana" [629] "Ostracion cubicus" [630] "Ostracion meleagris" [631] "Parapercis cylindrica" [632] "Valenciennea strigata" [633] "Abudefduf vaigiensis" [634] "Pseudorhombus spinosus" [635] "Trixiphichthys weberi" [636] "Chelmon muelleri" [637] "Amblygobius albimaculatus" [638] "Haplochromis nigroides" [639] "Haplochromis ptistes" [640] "Plectorhinchus lineatus" [641] "Trematomus pennellii" [642] "Coelorinchus fasciatus" [643] "Cynomacrurus piriei" [644] "Zanclorhynchus spinifer" [645] "Paraliparis meganchus" [646] "Amblygobius decussatus" [647] "Amblygobius phalaena" [648] "Fusigobius neophytus" [649] "Valenciennea muralis" [650] "Signigobius biocellatus" [651] "Balistes capriscus" [652] "Epinephelus howlandi" [653] "Dasyatis brevis" [654] "Synodontis gambiensis" [655] "Labeo umbratus" [656] "Rajella fyllae" [657] "Micropogonias furnieri" [658] "Microphis fluviatilis" [659] "Acantholabrus palloni" [660] "Melichthys indicus" [661] "Tripterygion delaisi" [662] "Bothus mancus" [663] "Chirodactylus brachydactylus" [664] "Chirodactylus jessicalenorum" [665] "Ecsenius pictus" [666] "Cynoglossus acaudatus" [667] "Cynoglossus attenuatus" [668] "Cynoglossus durbanensis" [669] "Cynoglossus gilchristi" [670] "Cynoglossus lachneri" [671] "Cynoglossus marleyi" [672] "Symphurus strictus" [673] "Drepane longimana" [674] "Gerres longirostris" [675] "Bodianus perditio" [676] "Synodontis zambezensis" [677] "Gomphosus caeruleus" [678] "Macropharyngodon bipartitus bipartitus" [679] "Parablennius marmoratus" [680] "Cantherhines sandwichiensis" [681] "Canthigaster amboinensis" [682] "Canthigaster epilampra" [683] "Arothron mappa" [684] "Oplegnathus peaolopesi" [685] "Plotosus nkunga" [686] "Scatophagus tetracanthus" [687] "Scorpaenopsis gibbosa" [688] "Synaptura marginata" [689] "Crenidens crenidens" [690] "Polyamblyodon gibbosum" [691] "Terapon puta" [692] "Amblyrhynchichthys truncatus" [693] "Abudefduf sparoides" [694] "Stethojulis albovittata" [695] "Moringua microchir" [696] "Diplodus prayensis" [697] "Lophodiodon calori" [698] "Diplodus sargus lineatus" [699] "Parapristipoma octolineatum" [700] "Cynoglossus browni" [701] "Diplodus noct" [702] "Diplodus sargus kotschyi" [703] "Tetrosomus gibbosus" [704] "Callochromis pleurospilus" [705] "Chalinochromis popelini" [706] "Rhabdosargus haffara" [707] "Coryphaenoides mediterraneus" [708] "Coryphaenoides guentheri" [709] "Coelorinchus canus" [710] "Pseudotriacanthus strigilifer" [711] "Zebrias quagga" [712] "Oplegnathus insignis" [713] "Halichoeres dispilus" [714] "Urotrygon chilensis" [715] "Paralonchurus rathbuni" [716] "Pseudobalistes naufragium" [717] "Ephippus orbis" [718] "Abudefduf troschelii" [719] "Anisotremus interruptus" [720] "Anisotremus scapularis" [721] "Bodianus diplotaenia" [722] "Chaetodon humeralis" [723] "Ostracion rhinorhynchos" [724] "Holacanthus passer" [725] "Myrichthys tigrinus" [726] "Ophioblennius steindachneri" [727] "Nibea soldado" [728] "Pennahia macrocephalus" [729] "Parapsettus panamensis" [730] "Halichoeres notospilus" [731] "Pseudotropheus williamsi" [732] "Otopharynx walteri" [733] "Micropanchax johnstoni" [734] "Barbus radiatus radiatus" [735] "Mastacembelus shiranus" [736] "Petrocephalus catostoma catostoma" [737] "Amphilius natalensis" [738] "Aplocheilichthys katangae" [739] "Tripodichthys blochii" [740] "Squalius alburnoides" [741] "Gaidropsarus novaezealandiae" [742] "Pinjalo lewisi" [743] "Albatrossia pectoralis" [744] "Coelorinchus argus" [745] "Nezumia latirostrata" [746] "Microstomus achne" [747] "Lamprologus ocellatus" [748] "Neolamprologus christyi" [749] "Neolamprologus cylindricus" [750] "Diplobatis ommata" [751] "Rhina ancylostoma" [752] "Neolamprologus mustax" [753] "Neolamprologus wauthioni" [754] "Hippopotamyrus ansorgii" [755] "Cephalopholis fulva" [756] "Pegusa triophthalma" [757] "Pardachirus marmoratus" [758] "Zebrias zebra" [759] "Hydrolagus mirabilis" [760] "Halosaurus guentheri" [761] "Sargocentron hastatum" [762] "Simenchelys parasitica" [763] "Tylochromis microdon" [764] "Tylochromis sudanensis" [765] "Lipophrys pholis" [766] "Epinephelus caninus" [767] "Centropyge acanthops" [768] "Epinephelus costae" [769] "Cynoglossus dubius" [770] "Cynoglossus dispar" [771] "Parauchenoglanis ngamensis" [772] "Dasyatis tortonesei" [773] "Gymnocephalus acerinus" [774] "Gymnocephalus baloni" [775] "Percarina demidoffii" [776] "Chiloglanis emarginatus" [777] "Chiloglanis fasciatus" [778] "Chiloglanis swierstrai" [779] "Synodontis clarias" [780] "Anaecypris hispanica" [781] "Barbus brevipinnis" [782] "Labeobarbus capensis" [783] "Barbus comizo" [784] "Barbus haasi" [785] "Barbus microcephalus" [786] "Synodontis nebulosa" [787] "Barbus prespensis" [788] "Chondrostoma willkommii" [789] "Ladigesocypris ghigii" [790] "Pseudobarbus afer" [791] "Nothobranchius jubbi" [792] "Lates mariae" [793] "Pomadasys perotaei" [794] "Pseudophoxinus stymphalicus" [795] "Iberochondrostoma lemmingii" [796] "Gnatholepis cauerensis cauerensis" [797] "Vimba melanops" [798] "Cobitis paludica" [799] "Porogobius schlegelii" [800] "Sandelia capensis" [801] "Sufflogobius bibarbatus" [802] "Cynoglossus acutirostris" [803] "Chilomycterus reticulatus" [804] "Wallago attu" [805] "Chelmonops truncatus" [806] "Cyclichthys spilostylus" [807] "Gobiomorphus cotidianus" [808] "Polydactylus microstomus" [809] "Acanthocobitis urophthalmus" [810] "Chondrostoma polylepis" [811] "Orestias cuvieri" [812] "Cynoglossus abbreviatus" [813] "Triacanthus nieuhofii" [814] "Tetrosomus reipublicae" [815] "Hannia greenwayi" [816] "Chalceus macrolepidotus" [817] "Hemigrammus ocellifer" [818] "Pristella maxillaris" [819] "Glaucostegus halavi" [820] "Apolemichthys xanthotis" [821] "Centropomus robalito" [822] "Galaxias zebratus" [823] "Polycentrus schomburgkii" [824] "Hemigrammopetersius barnardi" [825] "Rhabdalestes maunensis" [826] "Symphysodon aequifasciatus" [827] "Hemigrammocharax machadoi" [828] "Feroxodon multistriatus" [829] "Hemigrammocharax multifasciatus" [830] "Tragulichthys jaculiferus" [831] "Cyclichthys hardenbergi" [832] "Nannocharax procatopus" [833] "Barbus afrovernayi" [834] "Barbus gurneyi" [835] "Barbus viviparus" [836] "Labeo rosae" [837] "Halichoeres solorensis" [838] "Solea aegyptiaca" [839] "Lamnostoma orientalis" [840] "Redigobius bikolanus" [841] "Pangasius larnaudii" [842] "Romanogobio uranoscopus" [843] "Neoarius leptaspis" [844] "Paraplotosus albilabris" [845] "Tandanus tandanus" [846] "Platydoras costatus" [847] "Chirodactylus grandis" [848] "Sternopygus macrurus" [849] "Girella simplicidens" [850] "Kyphosus elegans" [851] "Prognathodes dichrous" [852] "Decapterus muroadsi" [853] "Heniochus intermedius" [854] "Hypsophrys nicaraguensis" [855] "Leporinus maculatus" [856] "Bryconops affinis" [857] "Rajella annandalei" [858] "Fenestraja sibogae" [859] "Valenciennea alleni" [860] "Valenciennea bella" [861] "Goniistius ephippium" [862] "Synchiropus picturatus" [863] "Halichoeres purpurescens" [864] "Cheilinus lunulatus" [865] "Canthigaster tyleri" [866] "Acanthoclinus fuscus" [867] "Brachysomophis crocodilinus" [868] "Menticirrhus ophicephalus" [869] "Sparisoma cretense" [870] "Brustiarius solidus" [871] "Dasyatis longa" [872] "Torpedo tremens" [873] "Notarius planiceps" [874] "Sciades dowii" [875] "Sufflamen verres" [876] "Scartichthys gigas" [877] "Enneapterygius altipinnis" [878] "Helcogramma gymnauchen" [879] "Eugerres axillaris" [880] "Diplogrammus goramensis" [881] "Cynoponticus coniceps" [882] "Thalassoma grammaticum" [883] "Halichoeres chierchiae" [884] "Halichoeres melanotis" [885] "Halichoeres nicholsi" [886] "Nezumia parini" [887] "Thalassoma lucasanum" [888] "Citharichthys gilberti" [889] "Cyclopsetta querna" [890] "Ophioscion simulus" [891] "Ophioscion scierus" [892] "Ophioscion imiceps" [893] "Menticirrhus panamensis" [894] "Menticirrhus paitensis" [895] "Menticirrhus nasus" [896] "Menticirrhus elongatus" [897] "Ophioscion strabo" [898] "Ophioscion typicus" [899] "Ophioscion vermicularis" [900] "Paralonchurus dumerilii" [901] "Paralonchurus goodei" [902] "Paralonchurus petersii" [903] "Stellifer chrysoleuca" [904] "Stellifer fuerthii" [905] "Stellifer illecebrosus" [906] "Centriscops humerosus" [907] "Pseudoplesiops rosae" [908] "Cheilodactylus fasciatus" [909] "Paragalaxias julianus" [910] "Scorpaena papillosa" [911] "Nibea chui" [912] "Solea ovata" [913] "Solea elongata" [914] "Synaptura commersonnii" [915] "Dicotylichthys punctulatus" [916] "Plesiops corallicola" [917] "Tripodichthys angustifrons" [918] "Tripodichthys oxycephalus" [919] "Dipturus gigas" [920] "Dipturus tengu" [921] "Okamejei acutispina" [922] "Okamejei boesemani" [923] "Okamejei kenojei" [924] "Dipturus polyommata" [925] "Insentiraja subtilispinosa" [926] "Notoraja ochroderma" [927] "Cottunculus thomsonii" [928] "Mugilogobius cavifrons" [929] "Ceratoglanis scleronema" [930] "Caspiosoma caspium" [931] "Lipophrys canevae" [932] "Lipophrys nigriceps" [933] "Paralipophrys trigloides" [934] "Parablennius incognitus" [935] "Bathyraja matsubarai" [936] "Barbucca diabolica" [937] "Ellopostoma megalomycter" [938] "Gastromyzon borneensis" [939] "Protogrammus sousai" [940] "Sarcocheilichthys biwaensis" [941] "Pungitius platygaster" [942] "Pangio oblonga" [943] "Roeboides dayi" [944] "Achondrostoma arcasii" [945] "Gymnocanthus intermedius" [946] "Narcine westraliensis" [947] "Centrodraco acanthopoma" [948] "Psilorhynchus homaloptera" [949] "Rhinobatos punctifer" [950] "Coelorinchus carminatus" [951] "Parapercis signata" [952] "Rhinecanthus assasi" [953] "Coryphopterus urospilus" [954] "Glossolepis multisquamata" [955] "Caenotropus labyrinthicus" [956] "Acanthobrama hulensis" [957] "Chaetobranchus flavescens" [958] "Barbus graecus" [959] "Barbus plebejus" [960] "Alburnus belvica" [961] "Romanogobio albipinnatus" [962] "Petroleuciscus borysthenicus" [963] "Aidablennius sphynx" [964] "Callionymus fasciatus" [965] "Neogobius syrman" [966] "Rutilus aula" [967] "Rutilus meidingerii" [968] "Rutilus rubilio" [969] "Tropidophoxinellus hellenicus" [970] "Callionymus pusillus" [971] "Pseudophoxinus kervillei" [972] "Capoeta damascina" [973] "Carasobarbus canis" [974] "Chondrostoma genei" [975] "Chondrostoma soetta" [976] "Leuciscus illyricus" [977] "Torquigener flavimaculosus" [978] "Amphilophus altifrons" [979] "Vieja fenestrata" [980] "Vieja hartwegi" [981] "Theraps coeruleus" [982] "Theraps lentiginosus" [983] "Sewellia lineolata" [984] "Acanthopsoides gracilentus" [985] "Taenioides nigrimarginatus" [986] "Gladioglanis machadoi" [987] "Equulites klunzingeri" [988] "Scartichthys viridis" [989] "Blenniella paula" [990] "Cosmochilus cardinalis" [991] "Lignobrycon myersi" [992] "Awaous guamensis" [993] "Rhamphichthys rostratus" [994] "Lepidotrigla bispinosa" [995] "Tor sinensis" [996] "Barbus graellsii" [997] "Melanochromis cyaneorhabdos" [998] "Lycodes luetkenii" [999] "Trachelochismus pinnulatus" [1000] "Gobius bucchichi" [1001] "Karalepis stewarti" [1002] "Callionymus carebares" [1003] "Brachyrhaphis cascajalensis" [1004] "Liza persicus" [1005] "Arcos decoris" [1006] "Arcos erythrops" [1007] "Arcos rhodospilus" [1008] "Gobiesox adustus" [1009] "Gobiesox woodsi" [1010] "Tomicodon bidens" [1011] "Tomicodon petersii" [1012] "Salmo marmoratus" [1013] "Tropidophoxinellus spartiaticus" [1014] "Enneanectes carminalis" [1015] "Axoclinus cocoensis" [1016] "Axoclinus lucillae" [1017] "Axoclinus multicinctus" [1018] "Axoclinus nigricaudus" [1019] "Opistognathus panamaensis" [1020] "Opistognathus rhomaleus" [1021] "Lonchopisthus sinuscalifornicus" [1022] "Opistognathus galapagensis" [1023] "Opistognathus mexicanus" [1024] "Opistognathus rosenblatti" [1025] "Apogon retrosella" [1026] "Apogon atricaudus" [1027] "Axoclinus rubinoffi" [1028] "Crocodilichthys gracilis" [1029] "Enneanectes reticulatus" [1030] "Lepidonectes bimaculata" [1031] "Lepidonectes clarkhubbsi" [1032] "Dactyloscopus pectoralis" [1033] "Gillellus arenicola" [1034] "Apistogramma gossei" [1035] "Gillellus chathamensis" [1036] "Gillellus searcheri" [1037] "Gillellus semicinctus" [1038] "Heteristius cinctus" [1039] "Platygillellus altivelis" [1040] "Platygillellus bussingi" [1041] "Exerpes asper" [1042] "Labrisomus jenkinsi" [1043] "Labrisomus striatus" [1044] "Malacoctenus ebisui" [1045] "Malacoctenus gigas" [1046] "Malacoctenus zacae" [1047] "Malacoctenus zonifer" [1048] "Dialommus macrocephalus" [1049] "Paraclinus sini" [1050] "Paraclinus tanygnathus" [1051] "Starksia fulva" [1052] "Starksia galapagensis" [1053] "Starksia posthon" [1054] "Starksia spinipenis" [1055] "Xenomedea rhodopyga" [1056] "Acanthemblemaria exilispinus" [1057] "Acanthemblemaria hancocki" [1058] "Acanthemblemaria macrospilus" [1059] "Acanthemblemaria stephensi" [1060] "Coralliozetus micropes" [1061] "Coralliozetus rosenblatti" [1062] "Coralliozetus springeri" [1063] "Malacoctenus margaritae" [1064] "Malacoctenus hubbsi" [1065] "Ekemblemaria myersi" [1066] "Emblemaria hypacanthus" [1067] "Emblemaria nivipes" [1068] "Emblemaria piratica" [1069] "Emblemaria walkeri" [1070] "Mccoskerichthys sandae" [1071] "Cirriemblemaria lucasana" [1072] "Enneapterygius atrogulare" [1073] "Elacatinus inornatus" [1074] "Elacatinus puncticulatus" [1075] "Tomicodon humeralis" [1076] "Tomicodon eos" [1077] "Coregonus laurettae" [1078] "Mendosoma lineatum" [1079] "Notothenia angustata" [1080] "Guianacara owroewefi" [1081] "Ogcocephalus vespertilio" [1082] "Chilatherina pricei" [1083] "Andriashevia aptera" [1084] "Apteronotus cuchillejo" [1085] "Creagrutus hildebrandi" [1086] "Trichomycterus alterus" [1087] "Gasterosteus microcephalus" [1088] "Salmo ferox" [1089] "Paracirrhites xanthus" [1090] "Rineloricaria uracantha" [1091] "Fluviphylax obscurus" [1092] "Lasiognathus beebei" [1093] "Lasiognathus waltoni" [1094] "Lasiognathus saccostoma" [1095] "Rioraja agassizii" [1096] "Moenkhausia lepidura" [1097] "Lesueurina platycephala" [1098] "Apareiodon ibitiensis" [1099] "Coris cuvieri" [1100] "Gambusia sexradiata" [1101] "Paramonacanthus oblongus" [1102] "Paramyxine sheni" [1103] "Chiloscyllium hasseltii" [1104] "Tripterygion melanurus" [1105] "Symphodus doderleini" [1106] "Macrognathus circumcinctus" [1107] "Schizothorax biddulphi" [1108] "Sewellia marmorata" [1109] "Gobiocypris rarus" [1110] "Amblygobius buanensis" [1111] "Trichomycterus catamarcensis" [1112] "Sphoeroides tyleri" [1113] "Neolebias lozii" [1114] "Dactyloscopus byersi" [1115] "Synodontis manni" [1116] "Sewellia breviventralis" [1117] "Sewellia patella" [1118] "Guyu wujalwujalensis" [1119] "Ostorhinchus luteus" [1120] "Ptychochromis inornatus" [1121] "Nectamia fusca" [1122] "Trichomycterus belensis" [1123] "Schistura dalatensis" [1124] "Sciaenochromis psammophilus" [1125] "Bedotia masoala" [1126] "Anotopterus nikparini" [1127] "Tomicodon abuelorum" [1128] "Kuhlia xenura" [1129] "Microchirus azevia" [1130] "Canthigaster figueiredoi" [1131] "Atherinomorus vaigiensis" [1132] "Paraplotosus muelleri" [1133] "Paraplotosus butleri" [1134] "Gymnotus ucamara" [1135] "Ayarnangra estuarius" [1136] "Sternopygus obtusirostris" [1137] "Coelorinchus sheni" [1138] "Gymnotus curupira" [1139] "Gymnotus varzea" [1140] "Kryptopterus paraschilbeides" [1141] "Megalobrama mantschuricus" [1142] "Gobio lozanoi" [1143] "Rhabdolichops lundbergi" [1144] "Capoeta banarescui" [1145] "Oreoleuciscus dsapchynensis"sex_swap <- which_fish("change sex", using="lifecycle", fish.data) africa <- which_fish("Africa", using="distribution", fish.data) ## recall we can sub-set fish_names(fish.data[africa & sex_swap])[1] "Epinephelus aeneus" "Pseudanthias squamipinnis" [3] "Gobiodon rivulatus"reef <- which_fish("reef", "habitat", fish.data) redfish <- which_fish(" red ", "diagnostic", fish.data) bluefish <- which_fish(" blue ", "diagnostic", fish.data) sum(redfish) > sum(bluefish)[1] FALSE