{"header":{"message":"big fix up after I pushed the wrong repo into here","description":null,"timestamp":"2023-12-14T23:29:28.658726Z","authors":[{}]},"hash":"NR3WPDNCUJEZ3KUFDDKNZS7QEHTDN2WWRNU4SPA5QNKP5JQDMWOAC","authors":[{"key":"AEj8dahVWy718uSSFPe9VSRJ5qX5G8pC2zvFzJJ8yzBd"}],"deps":{"hashes":[["NR3WPDNCUJEZ3KUFDDKNZS7QEHTDN2WWRNU4SPA5QNKP5JQDMWOAC","big fix up after I pushed the wrong repo into here"],["AA",null],["EBJ7NYFTXNIJUBGT4SRJLSY5HFM7XAG6I4YFROGNFH346GU2OEKQC","released skraak to the world"],["AXRC3M3Z57RANMQBA5TDR3CGFDB6F36VXGBF75HQIVDTT5J45JRQC",""],["OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC","first commit"]],"deps":["EBJ7NYFTXNIJUBGT4SRJLSY5HFM7XAG6I4YFROGNFH346GU2OEKQC"],"known":["AXRC3M3Z57RANMQBA5TDR3CGFDB6F36VXGBF75HQIVDTT5J45JRQC","OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC"]},"hunks":[{"FileDel":{"deleted_names":[{"basename":"utils.jl","metadata":64}],"del":{"EdgeMap":{"edges":[{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":1},"to":{"change":3,"start":361,"end":393},"introduced_by":3},{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":393},"to":{"change":3,"start":1,"end":1},"introduced_by":3}],"inode":{"change":3,"pos":1}}},"content_edges":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":3,"pos":1},"to":{"change":3,"start":2,"end":360},"introduced_by":3}],"inode":{"change":3,"pos":1}},"content":[{"Del":{"text":"function hfun_bar(vname)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:26"}},{"Del":{"text":" val = Meta.parse(vname[1])","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55"}},{"Del":{"text":" return round(sqrt(val), digits=2)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:91"}},{"Del":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:95"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:96"}},{"Del":{"text":"function hfun_m1fill(vname)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:124"}},{"Del":{"text":" var = vname[1]","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:141"}},{"Del":{"text":" return pagevar(\"index\", var)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:172"}},{"Del":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:176"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:177"}},{"Del":{"text":"function lx_baz(com, _)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:201"}},{"Del":{"text":" # keep this first line","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:226"}},{"Del":{"text":" brace_content = Franklin.content(com.braces[1]) # input string","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:291"}},{"Del":{"text":" # do whatever you want here","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:321"}},{"Del":{"text":" return uppercase(brace_content)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:355"}},{"Del":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:359"}}]}},{"FileDel":{"deleted_names":[{"basename":"trips","metadata":576}],"del":{"EdgeMap":{"edges":[{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":1},"to":{"change":3,"start":396,"end":412},"introduced_by":3},{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":412},"to":{"change":3,"start":395,"end":395},"introduced_by":3}],"inode":{"change":3,"pos":395}}},"content_edges":null,"content":[]}},{"FileDel":{"deleted_names":[{"basename":"2021-10-28.md","metadata":0}],"del":{"EdgeMap":{"edges":[{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":395},"to":{"change":3,"start":66322,"end":66359},"introduced_by":3},{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":66359},"to":{"change":3,"start":66169,"end":66169},"introduced_by":3}],"inode":{"change":3,"pos":66169}}},"content_edges":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":3,"pos":66169},"to":{"change":3,"start":66170,"end":66321},"introduced_by":3}],"inode":{"change":3,"pos":66169}},"content":[{"Del":{"text":"@def title = \"2021-10-28\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66195"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66196"}},{"Del":{"text":"# 2021-10-28","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66209"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66210"}},{"Del":{"text":"__To:__ Pomona","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66225"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66226"}},{"Del":{"text":"__How:__ By boat to place 3 moths thanks to Pomona Trust","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66283"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66284"}},{"Del":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66291"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66292"}},{"Del":{"text":" * Back to [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66321"}}]}},{"FileDel":{"deleted_names":[{"basename":"2021-11-13.md","metadata":0}],"del":{"EdgeMap":{"edges":[{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":395},"to":{"change":3,"start":66130,"end":66167},"introduced_by":3},{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":66167},"to":{"change":3,"start":65826,"end":65826},"introduced_by":3}],"inode":{"change":3,"pos":65826}}},"content_edges":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":3,"pos":65826},"to":{"change":3,"start":65827,"end":66129},"introduced_by":3}],"inode":{"change":3,"pos":65826}},"content":[{"Del":{"text":"@def title = \"2021-11-13\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65852"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65853"}},{"Del":{"text":"# 2021-11-13","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65866"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65867"}},{"Del":{"text":"__To:__ Pomona","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65882"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65883"}},{"Del":{"text":"__How:__ By kayak, moths originaly placed 2021-10-28 (boat)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65943"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65944"}},{"Del":{"text":"## Overview","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65956"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65957"}},{"Del":{"text":"\\tableinput{}{/assets/trips/tableinput/2021-11-13.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66012"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66013"}},{"Del":{"text":"## Calls per Hour","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66031"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66032"}},{"Del":{"text":"\\tableinput{}{/assets/trips/tableinput/2021-11-13-cph.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66091"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66092"}},{"Del":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66099"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66100"}},{"Del":{"text":" * Back to [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66129"}}]}},{"FileDel":{"deleted_names":[{"basename":"2021-11-25.md","metadata":0}],"del":{"EdgeMap":{"edges":[{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":395},"to":{"change":3,"start":65787,"end":65824},"introduced_by":3},{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":65824},"to":{"change":3,"start":65357,"end":65357},"introduced_by":3}],"inode":{"change":3,"pos":65357}}},"content_edges":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":3,"pos":65357},"to":{"change":3,"start":65358,"end":65786},"introduced_by":3}],"inode":{"change":3,"pos":65357}},"content":[{"Del":{"text":"@def title = \"2021-11-25\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65383"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65384"}},{"Del":{"text":"# 2021-11-25","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65397"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65398"}},{"Del":{"text":"__To:__ Pomona","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65413"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65414"}},{"Del":{"text":"__How:__ By boat in and out thanks to Pomona Trust","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65465"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65466"}},{"Del":{"text":"## Overview","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65478"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65479"}},{"Del":{"text":"\\tableinput{}{/assets/trips/tableinput/2021-11-25.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65534"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65535"}},{"Del":{"text":"## Calls per Hour","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65553"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65554"}},{"Del":{"text":"\\tableinput{}{/assets/trips/tableinput/2021-11-25-cph.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65613"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65614"}},{"Del":{"text":"## Changes","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65625"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65626"}},{"Del":{"text":"![Female Calls per Hour](/assets/trips/2021-11-25-fsg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65685"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65686"}},{"Del":{"text":"---","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65690"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65691"}},{"Del":{"text":"![Male Calls per Hour](/assets/trips/2021-11-25-msg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65748"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65749"}},{"Del":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65756"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65757"}},{"Del":{"text":" * Back to [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65786"}}]}},{"FileDel":{"deleted_names":[{"basename":"2021-12-18.md","metadata":0}],"del":{"EdgeMap":{"edges":[{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":395},"to":{"change":3,"start":65318,"end":65355},"introduced_by":3},{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":65355},"to":{"change":3,"start":64888,"end":64888},"introduced_by":3}],"inode":{"change":3,"pos":64888}}},"content_edges":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":3,"pos":64888},"to":{"change":3,"start":64889,"end":65317},"introduced_by":3}],"inode":{"change":3,"pos":64888}},"content":[{"Del":{"text":"@def title = \"2021-12-18\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64914"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64915"}},{"Del":{"text":"# 2021-12-18","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64928"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64929"}},{"Del":{"text":"__To:__ Pomona","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64944"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64945"}},{"Del":{"text":"__How:__ By boat in and out thanks to Pomona Trust","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64996"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64997"}},{"Del":{"text":"## Overview","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65009"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65010"}},{"Del":{"text":"\\tableinput{}{/assets/trips/tableinput/2021-12-18.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65065"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65066"}},{"Del":{"text":"## Calls per Hour","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65084"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65085"}},{"Del":{"text":"\\tableinput{}{/assets/trips/tableinput/2021-12-18-cph.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65144"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65145"}},{"Del":{"text":"## Changes","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65156"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65157"}},{"Del":{"text":"![Female Calls per Hour](/assets/trips/2021-12-18-fsg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65216"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65217"}},{"Del":{"text":"---","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65221"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65222"}},{"Del":{"text":"![Male Calls per Hour](/assets/trips/2021-12-18-msg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65279"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65280"}},{"Del":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65287"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65288"}},{"Del":{"text":" * Back to [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65317"}}]}},{"FileDel":{"deleted_names":[{"basename":"2022-01-17.md","metadata":0}],"del":{"EdgeMap":{"edges":[{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":395},"to":{"change":3,"start":64849,"end":64886},"introduced_by":3},{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":64886},"to":{"change":3,"start":64419,"end":64419},"introduced_by":3}],"inode":{"change":3,"pos":64419}}},"content_edges":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":3,"pos":64419},"to":{"change":3,"start":64420,"end":64848},"introduced_by":3}],"inode":{"change":3,"pos":64419}},"content":[{"Del":{"text":"@def title = \"2022-01-17\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64445"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64446"}},{"Del":{"text":"# 2022-01-17","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64459"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64460"}},{"Del":{"text":"__To:__ Pomona","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64475"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64476"}},{"Del":{"text":"__How:__ By boat in and out thanks to Pomona Trust","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64527"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64528"}},{"Del":{"text":"## Overview","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64540"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64541"}},{"Del":{"text":"\\tableinput{}{/assets/trips/tableinput/2022-01-17.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64596"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64597"}},{"Del":{"text":"## Calls per Hour","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64615"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64616"}},{"Del":{"text":"\\tableinput{}{/assets/trips/tableinput/2022-01-17-cph.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64675"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64676"}},{"Del":{"text":"## Changes","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64687"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64688"}},{"Del":{"text":"![Female Calls per Hour](/assets/trips/2022-01-17-fsg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64747"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64748"}},{"Del":{"text":"---","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64752"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64753"}},{"Del":{"text":"![Male Calls per Hour](/assets/trips/2022-01-17-msg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64810"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64811"}},{"Del":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64818"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64819"}},{"Del":{"text":" * Back to [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64848"}}]}},{"FileDel":{"deleted_names":[{"basename":"2022-02-12.md","metadata":0}],"del":{"EdgeMap":{"edges":[{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":395},"to":{"change":3,"start":64380,"end":64417},"introduced_by":3},{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":64417},"to":{"change":3,"start":63933,"end":63933},"introduced_by":3}],"inode":{"change":3,"pos":63933}}},"content_edges":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":3,"pos":63933},"to":{"change":3,"start":63934,"end":64379},"introduced_by":3}],"inode":{"change":3,"pos":63933}},"content":[{"Del":{"text":"@def title = \"2022-02-12\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63959"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63960"}},{"Del":{"text":"# 2022-02-12","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63973"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63974"}},{"Del":{"text":"__To:__ Pomona","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63989"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63990"}},{"Del":{"text":"__How:__ All 6 moths collected by volunteers thanks to Pomona Trust","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64058"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64059"}},{"Del":{"text":"## Overview","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64071"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64072"}},{"Del":{"text":"\\tableinput{}{/assets/trips/tableinput/2022-02-12.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64127"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64128"}},{"Del":{"text":"## Calls per Hour","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64146"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64147"}},{"Del":{"text":"\\tableinput{}{/assets/trips/tableinput/2022-02-12-cph.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64206"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64207"}},{"Del":{"text":"## Changes","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64218"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64219"}},{"Del":{"text":"![Female Calls per Hour](/assets/trips/2022-02-12-fsg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64278"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64279"}},{"Del":{"text":"---","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64283"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64284"}},{"Del":{"text":"![Male Calls per Hour](/assets/trips/2022-02-12-msg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64341"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64342"}},{"Del":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64349"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64350"}},{"Del":{"text":" * Back to [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64379"}}]}},{"FileDel":{"deleted_names":[{"basename":"2022-02-25.md","metadata":0}],"del":{"EdgeMap":{"edges":[{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":395},"to":{"change":3,"start":63894,"end":63931},"introduced_by":3},{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":63931},"to":{"change":3,"start":63697,"end":63697},"introduced_by":3}],"inode":{"change":3,"pos":63697}}},"content_edges":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":3,"pos":63697},"to":{"change":3,"start":63698,"end":63893},"introduced_by":3}],"inode":{"change":3,"pos":63697}},"content":[{"Del":{"text":"@def title = \"2022-02-25\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63723"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63724"}},{"Del":{"text":"# 2022-02-25","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63737"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63738"}},{"Del":{"text":"__To:__ Pomona","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63753"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63754"}},{"Del":{"text":"__How:__ By boat thanks to Pomona Trust, packraft, car tahks to Fraser Skinner, 18 new moths placed.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63855"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63856"}},{"Del":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63863"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63864"}},{"Del":{"text":" * Back to [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63893"}}]}},{"FileDel":{"deleted_names":[{"basename":"2022-03-23.md","metadata":0}],"del":{"EdgeMap":{"edges":[{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":395},"to":{"change":3,"start":63658,"end":63695},"introduced_by":3},{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":63695},"to":{"change":3,"start":62936,"end":62936},"introduced_by":3}],"inode":{"change":3,"pos":62936}}},"content_edges":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":3,"pos":62936},"to":{"change":3,"start":62937,"end":63657},"introduced_by":3}],"inode":{"change":3,"pos":62936}},"content":[{"Del":{"text":"@def title = \"2022-03-23\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62962"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62963"}},{"Del":{"text":"# 2022-03-23","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62976"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62977"}},{"Del":{"text":"__To:__ Pomona","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62992"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62993"}},{"Del":{"text":"__How:__ N14 removed by mistake, batteries flat on 18th anyway. (boat/packraft, 18 moths placed).","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63091"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63092"}},{"Del":{"text":"## Note","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63100"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63101"}},{"Del":{"text":"I have merged this data with the data from the 2022-04-27 trip, here it is for easy reference. All of this data is included in the 2022-04-27 trip.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63249"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63250"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63336"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63337"}},{"Del":{"text":"## Overview","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63349"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63350"}},{"Del":{"text":"\\tableinput{}{/assets/trips/tableinput/2022-03-23.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63405"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63406"}},{"Del":{"text":"## Calls per Hour","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63424"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63425"}},{"Del":{"text":"\\tableinput{}{/assets/trips/tableinput/2022-03-23-cph.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63484"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63485"}},{"Del":{"text":"## Changes","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63496"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63497"}},{"Del":{"text":"![Female Calls per Hour](/assets/trips/2022-03-23-fsg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63556"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63557"}},{"Del":{"text":"---","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63561"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63562"}},{"Del":{"text":"![Male Calls per Hour](/assets/trips/2022-03-23-msg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63619"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63620"}},{"Del":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63627"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63628"}},{"Del":{"text":" * Back to [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63657"}}]}},{"FileDel":{"deleted_names":[{"basename":"2022-04-27.md","metadata":0}],"del":{"EdgeMap":{"edges":[{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":395},"to":{"change":3,"start":62897,"end":62934},"introduced_by":3},{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":62934},"to":{"change":3,"start":62447,"end":62447},"introduced_by":3}],"inode":{"change":3,"pos":62447}}},"content_edges":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":3,"pos":62447},"to":{"change":3,"start":62448,"end":62896},"introduced_by":3}],"inode":{"change":3,"pos":62447}},"content":[{"Del":{"text":"@def title = \"2022-04-27\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62473"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62474"}},{"Del":{"text":"# 2022-04-27","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62487"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62488"}},{"Del":{"text":"__To:__ Pomona","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62503"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62504"}},{"Del":{"text":"__How:__ By bicycle, foot, packraft, moths originaly placed 2022-02-25","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62575"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62576"}},{"Del":{"text":"## Overview","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62588"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62589"}},{"Del":{"text":"\\tableinput{}{/assets/trips/tableinput/2022-04-27.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62644"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62645"}},{"Del":{"text":"## Calls per Hour","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62663"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62664"}},{"Del":{"text":"\\tableinput{}{/assets/trips/tableinput/2022-04-27-cph.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62723"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62724"}},{"Del":{"text":"## Changes","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62735"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62736"}},{"Del":{"text":"![Female Calls per Hour](/assets/trips/2022-04-27-fsg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62795"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62796"}},{"Del":{"text":"---","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62800"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62801"}},{"Del":{"text":"![Male Calls per Hour](/assets/trips/2022-04-27-msg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62858"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62859"}},{"Del":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62866"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62867"}},{"Del":{"text":" * Back to [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62896"}}]}},{"FileDel":{"deleted_names":[{"basename":"2022-05-27.md","metadata":0}],"del":{"EdgeMap":{"edges":[{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":395},"to":{"change":3,"start":62408,"end":62445},"introduced_by":3},{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":62445},"to":{"change":3,"start":61931,"end":61931},"introduced_by":3}],"inode":{"change":3,"pos":61931}}},"content_edges":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":3,"pos":61931},"to":{"change":3,"start":61932,"end":62407},"introduced_by":3}],"inode":{"change":3,"pos":61931}},"content":[{"Del":{"text":"@def title = \"2022-05-27\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61957"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61958"}},{"Del":{"text":"# 2022-05-27","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61971"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61972"}},{"Del":{"text":"__To:__ Pomona","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61987"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61988"}},{"Del":{"text":"__How:__ By boat thanks to Pomona Trust, 8 SD cards changed, 4 moths redeployed in new locations.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62086"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62087"}},{"Del":{"text":"## Overview","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62099"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62100"}},{"Del":{"text":"\\tableinput{}{/assets/trips/tableinput/2022-05-27.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62155"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62156"}},{"Del":{"text":"## Calls per Hour","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62174"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62175"}},{"Del":{"text":"\\tableinput{}{/assets/trips/tableinput/2022-05-27-cph.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62234"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62235"}},{"Del":{"text":"## Changes","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62246"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62247"}},{"Del":{"text":"![Female Calls per Hour](/assets/trips/2022-05-27-fsg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62306"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62307"}},{"Del":{"text":"---","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62311"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62312"}},{"Del":{"text":"![Male Calls per Hour](/assets/trips/2022-05-27-msg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62369"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62370"}},{"Del":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62377"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62378"}},{"Del":{"text":" * Back to [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62407"}}]}},{"FileDel":{"deleted_names":[{"basename":"2022-06-18.md","metadata":0}],"del":{"EdgeMap":{"edges":[{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":395},"to":{"change":3,"start":61892,"end":61929},"introduced_by":3},{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":61929},"to":{"change":3,"start":61321,"end":61321},"introduced_by":3}],"inode":{"change":3,"pos":61321}}},"content_edges":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":3,"pos":61321},"to":{"change":3,"start":61322,"end":61891},"introduced_by":3}],"inode":{"change":3,"pos":61321}},"content":[{"Del":{"text":"@def title = \"2022-06-18\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61347"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61348"}},{"Del":{"text":"# 2022-06-18","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61361"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61362"}},{"Del":{"text":"__To:__ Pomona","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61377"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61378"}},{"Del":{"text":"__How:__ By boat to Rona thanks to Pomona Trust, packraft, foot, bike, 17 moths checked, 2 moths redeployed in new locations, 3 moths brought home, SD card from N14 corrupt and unrecoverable.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61570"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61571"}},{"Del":{"text":"## Overview","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61583"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61584"}},{"Del":{"text":"\\tableinput{}{/assets/trips/tableinput/2022-06-18.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61639"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61640"}},{"Del":{"text":"## Calls per Hour","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61658"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61659"}},{"Del":{"text":"\\tableinput{}{/assets/trips/tableinput/2022-06-18-cph.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61718"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61719"}},{"Del":{"text":"## Changes","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61730"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61731"}},{"Del":{"text":"![Female Calls per Hour](/assets/trips/2022-06-18-fsg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61790"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61791"}},{"Del":{"text":"---","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61795"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61796"}},{"Del":{"text":"![Male Calls per Hour](/assets/trips/2022-06-18-msg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61853"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61854"}},{"Del":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61861"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61862"}},{"Del":{"text":" * Back to [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61891"}}]}},{"FileDel":{"deleted_names":[{"basename":"2022-08-27.md","metadata":0}],"del":{"EdgeMap":{"edges":[{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":395},"to":{"change":3,"start":61282,"end":61319},"introduced_by":3},{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":61319},"to":{"change":3,"start":55668,"end":55668},"introduced_by":3}],"inode":{"change":3,"pos":55668}}},"content_edges":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":3,"pos":55668},"to":{"change":3,"start":55669,"end":61281},"introduced_by":3}],"inode":{"change":3,"pos":55668}},"content":[{"Del":{"text":"@def title = \"2022-08-27\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55694"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55695"}},{"Del":{"text":"# 2022-08-27","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55708"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55709"}},{"Del":{"text":"__To:__ Pomona","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55724"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55725"}},{"Del":{"text":"__How:__ By bicycle, foot, packraft, boat home after trap check thanks to Pomona Trust. 15 moths checked and 3 extra placed out.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55854"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55855"}},{"Del":{"text":"## Overview","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55867"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55868"}},{"Del":{"text":"\\tableinput{}{/assets/trips/tableinput/2022-08-27.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55923"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55924"}},{"Del":{"text":"## Calls per Hour","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55942"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55943"}},{"Del":{"text":"\\tableinput{}{/assets/trips/tableinput/2022-08-27-cph.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56002"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56003"}},{"Del":{"text":"## Changes","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56014"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56015"}},{"Del":{"text":"![Female Calls per Hour](/assets/trips/2022-08-27-fsg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56074"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56075"}},{"Del":{"text":"---","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56079"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56080"}},{"Del":{"text":"![Male Calls per Hour](/assets/trips/2022-08-27-msg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56137"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56138"}},{"Del":{"text":"## Newsletter","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56152"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56153"}},{"Del":{"text":"@@newsletter","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56166"}},{"Del":{"text":"__2022-09-17__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56181"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56182"}},{"Del":{"text":"Welcome to my Pomona kiwi newsletter.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56220"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56221"}},{"Del":{"text":"If you don't want to know feel free to unsubscribe using the link somewhere at the bottom.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56312"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56313"}},{"Del":{"text":"Anyone can subscribe to this newsletter using this [link](https://tinyletter.com/fiordlandpacks).","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56411"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56412"}},{"Del":{"text":"The latest version of my notebook now has a permanent home at [https://skraak.kiwi](https://skraak.kiwi)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56517"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56518"}},{"Del":{"text":"I have finished labelling the 1550 actual calls detected over the winter. Avianz performed very well with a true positive rate of 41%, compared to its usual 20-25%. I think this is due to calmer weather with less wind and no Australian frogs confusing the issue.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56781"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56782"}},{"Del":{"text":"The total number of calls recorded on Pomona is now 5739.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56840"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56841"}},{"Del":{"text":"The first kiwi call detected was at C05, 21:04:32 on 28 October 2021, they are a busy lot.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56932"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56933"}},{"Del":{"text":"The pair at C05 continue to call frequently.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56978"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56979"}},{"Del":{"text":"The lone male at D03 seems to have found a mate, 2 female calls at the end of July including one duet. Maybe she is from D09, time will tell. He does a lot of calling anyway, it may be related to the busy pair at D09","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:57196"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:57197"}},{"Del":{"text":"There is a very active pair at D09 at the moment with a lot of duets and close calls recorded. Both of these recordings were made on the same night, they were close and the weather good so noise is no a problem. 30/07 between 1:15 and 2:15 am.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:57441"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:57442"}},{"Del":{"text":"- [D09](https://res.cloudinary.com/dofwwje6q/video/upload/v1663361849/Pomona/D09-20220730_011500_bxceo5.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:57551"}},{"Del":{"text":"- [D09](https://res.cloudinary.com/dofwwje6q/video/upload/v1663361849/Pomona/D09-20220730_020000_qibk37.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:57660"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:57661"}},{"Del":{"text":"H04 remains very busy. Loud female call, followed by various duets, impossible to choose.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:57751"}},{"Del":{"text":"- [H04](https://res.cloudinary.com/dofwwje6q/video/upload/v1663363986/Pomona/H04-20220621_190000_rozs8s.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:57860"}},{"Del":{"text":"- [H04](https://res.cloudinary.com/dofwwje6q/video/upload/v1663363998/Pomona/H04-20220707_224500_aus20b.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:57969"}},{"Del":{"text":"- [H04](https://res.cloudinary.com/dofwwje6q/video/upload/v1663363998/Pomona/H04-20220623_054500_tzncpn.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:58078"}},{"Del":{"text":"- [H04](https://res.cloudinary.com/dofwwje6q/video/upload/v1663363998/Pomona/H04-20220620_040000_wcwqfa.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:58187"}},{"Del":{"text":"- [H04](https://res.cloudinary.com/dofwwje6q/video/upload/v1663363998/Pomona/H04-20220623_203000_i3epde.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:58296"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:58297"}},{"Del":{"text":"There is now an active pair at J11 with lots of duets detected.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:58361"}},{"Del":{"text":"- [J11](https://res.cloudinary.com/dofwwje6q/video/upload/v1663363177/Pomona/J11-20220627_194500_gi8hji.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:58470"}},{"Del":{"text":"- [J11](https://res.cloudinary.com/dofwwje6q/video/upload/v1663363167/Pomona/J11-20220729_061500_krqzq5.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:58579"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:58580"}},{"Del":{"text":"Quite a few duets at M04, unusually large number of female calls here. This was a noisy recorder, it must have got damp, but seems to have substantially sorted itself out with time.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:58762"}},{"Del":{"text":"- [M04](https://res.cloudinary.com/dofwwje6q/video/upload/v1663363354/Pomona/M04-20220710_210000_rrjarh.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:58871"}},{"Del":{"text":"- [M04](https://res.cloudinary.com/dofwwje6q/video/upload/v1663363360/Pomona/M04-20220710_023000_adf4ph.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:58980"}},{"Del":{"text":"- Another probably juvenile kiwi call heard at M04.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:59032"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:59033"}},{"Del":{"text":"Nice N14 duet (very loud):","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:59060"}},{"Del":{"text":"- [N14](https://res.cloudinary.com/dofwwje6q/video/upload/v1663362751/Pomona/N14-20220707_001500_d6ep2a.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:59169"}},{"Del":{"text":"- Another busy pair discovered at S13T. The first recording very loud, the second very long.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:59262"}},{"Del":{"text":"- [S13T](https://res.cloudinary.com/dofwwje6q/video/upload/v1663363592/Pomona/S13T-20220704_234500_rakibc.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:59373"}},{"Del":{"text":"- [S13T](https://res.cloudinary.com/dofwwje6q/video/upload/v1663363626/Pomona/S13T-20220628_021500_u1ndh7.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:59484"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:59485"}},{"Del":{"text":"Busy couple at T10, are they the same as the N14 Kiwi pair? Both of these duets are on the same night, 23/06 between 7 and 8 pm.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:59614"}},{"Del":{"text":"- [T10](https://res.cloudinary.com/dofwwje6q/video/upload/v1663362498/Pomona/T10-20220623_193000_ne26u5.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:59723"}},{"Del":{"text":"- [T10](https://res.cloudinary.com/dofwwje6q/video/upload/v1663362498/Pomona/T10-20220623_190000_wdqg8m.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:59832"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:59833"}},{"Del":{"text":"Calls are mostly very distant at WB09, I may take this recorder away as it is a little out of the way and it is probably picking up the pair from H04.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:59984"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:59985"}},{"Del":{"text":"Is there an interaction between kiwi and morepork, there may be at D09 and T10.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:60065"}},{"Del":{"text":"- [D09](https://res.cloudinary.com/dofwwje6q/video/upload/v1663362342/Pomona/D09-20220619_011500_wwiwae.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:60174"}},{"Del":{"text":"- [T10](https://res.cloudinary.com/dofwwje6q/video/upload/v1663362497/Pomona/T10-20220630_184500_oxpua3.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:60283"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:60284"}},{"Del":{"text":"Kaka, detected on the same flight at S13T and H04 on 19 June, 2 am.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:60352"}},{"Del":{"text":"- [S13T](https://res.cloudinary.com/dofwwje6q/video/upload/v1663362102/Pomona/S13T-20220619_020000_gfzkgs.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:60463"}},{"Del":{"text":"- [H04](https://res.cloudinary.com/dofwwje6q/video/upload/v1663362038/Pomona/H04-20220619_020000_e268sh.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:60572"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:60573"}},{"Del":{"text":"The median number of calls per night at a site with a resident pair seems to settle at 4 calls, the exception is F09 but this may be because the recorder is elevated over a very large area, yet still sheltered from the worst weather. It is probably picking up calls from more than a single pair.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:60869"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:60870"}},{"Del":{"text":"Notebook at [skraak.kiwi](https://skraak.kiwi)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:60917"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:60918"}},{"Del":{"text":"I have some improvements planned for when I have time:","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:60973"}},{"Del":{"text":"- Graph median detections per day by location.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61020"}},{"Del":{"text":"- Graph median duets per day by location.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61062"}},{"Del":{"text":"- Graph male and female detections for individual sites over time","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61128"}},{"Del":{"text":"- Graph duets for individual sites over time","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61173"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61174"}},{"Del":{"text":"[Subscribe](https://tinyletter.com/fiordlandpacks) to newsletter.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61240"}},{"Del":{"text":"@@","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61243"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61244"}},{"Del":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61251"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61252"}},{"Del":{"text":" * Back to [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61281"}}]}},{"FileDel":{"deleted_names":[{"basename":"2022-10-08.md","metadata":0}],"del":{"EdgeMap":{"edges":[{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":395},"to":{"change":3,"start":55629,"end":55666},"introduced_by":3},{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":55666},"to":{"change":3,"start":51460,"end":51460},"introduced_by":3}],"inode":{"change":3,"pos":51460}}},"content_edges":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":3,"pos":51460},"to":{"change":3,"start":51461,"end":55628},"introduced_by":3}],"inode":{"change":3,"pos":51460}},"content":[{"Del":{"text":"@def title = \"2022-10-08\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51486"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51487"}},{"Del":{"text":"# 2022-10-08","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51500"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51501"}},{"Del":{"text":"__To:__ Pomona","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51516"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51517"}},{"Del":{"text":"__How:__ By boat in and out thanks to Pomona Trust and Nick Key of Adventure Kayak and Cruise.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51612"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51613"}},{"Del":{"text":"## Overview","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51625"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51626"}},{"Del":{"text":"\\tableinput{}{/assets/trips/tableinput/2022-10-08.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51681"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51682"}},{"Del":{"text":"## Calls per Hour","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51700"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51701"}},{"Del":{"text":"\\tableinput{}{/assets/trips/tableinput/2022-10-08-cph.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51760"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51761"}},{"Del":{"text":"## Changes","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51772"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51773"}},{"Del":{"text":"![Female Calls per Hour](/assets/trips/2022-10-08-fsg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51832"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51833"}},{"Del":{"text":"---","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51837"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51838"}},{"Del":{"text":"![Male Calls per Hour](/assets/trips/2022-10-08-msg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51895"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51896"}},{"Del":{"text":"## Newsletter","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51910"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51911"}},{"Del":{"text":"@@newsletter","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51924"}},{"Del":{"text":"__2022-12-06__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51939"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51940"}},{"Del":{"text":"I finally finished labelling data from my last trip 2 months ago, its been a marathon. Hoping to go to Pomona again next week to collect the latest data.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:52096"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:52097"}},{"Del":{"text":"Notebook at [skraak.kiwi](https://skraak.kiwi)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:52144"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:52145"}},{"Del":{"text":"H15, WB09, WD05 no detections.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:52177"}},{"Del":{"text":"J11 only one detection.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:52202"}},{"Del":{"text":"I think this is possibly because the Kiwi are less mobile as they may have been incubating eggs. Locations with lots of detections for this period may be the home base of breeding pairs.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:52391"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:52392"}},{"Del":{"text":"New active pair at KS06","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:52416"}},{"Del":{"text":"New active pair at S13T","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:52440"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:52441"}},{"Del":{"text":"F09 is very active and I now have almost as much data from them as I do from C05.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:52523"}},{"Del":{"text":"The pair at N20 make a lot of noise and so do the frogs, which makes it a challenging location.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:52620"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:52621"}},{"Del":{"text":"D03 male seems to have paired up but not certain, need more data.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:52689"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:52690"}},{"Del":{"text":"Kaka heard at M04 twice, and once at S13T. Please stay kaka.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:52751"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:52752"}},{"Del":{"text":"Next trip I am going to do a big reorganisation, the core moths will remain but there are some new places that need exploring, gaps to fill in. ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:52898"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:52899"}},{"Del":{"text":"Last week I attended an online audiomoth conference, and learned some stuff that can help me to move forward.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:53009"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:53010"}},{"Del":{"text":"I have discovered [opensoundscape.org](http://opensoundscape.org/en/latest/index.html). They have written many bioacoustic primitives I can use.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:53156"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:53157"}},{"Del":{"text":"I learned that the audiomoths save the temperature in the metadata of their files. I rewrote my code and now my data includes temperature, battery voltage, time zone, moth ID. ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:53336"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:53337"}},{"Del":{"text":"My data now also makes it easier to write labels in a format compatible with Raven Pro, a commercial package from Cornell University. I need my labels in this format to be able to use opensoundscape.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:53537"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:53538"}},{"Del":{"text":"Soon I will take a look at how call behaviour relates to temperature. ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:53609"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:53610"}},{"Del":{"text":"Battery voltage and moth ID can help to track down the cause of noise, I will be able to exclude noisy data automatically to some extent, where required. Moths get noisy when the battery is flat, and some are noisier than others.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:53841"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:53842"}},{"Del":{"text":"Time zone info is just a good check to make sure my data is consistent.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:53914"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:53915"}},{"Del":{"text":"My next steps:","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:53930"}},{"Del":{"text":"\tMove the thousands of 15 minute files with kiwi calls, and their labels into one place.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:54019"}},{"Del":{"text":"\tChop up those files into labelled 5 second wav files.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:54074"}},{"Del":{"text":"\tTrain a binary classifier with more than 1 million 224px square images, kiwi/noise. Lack of data is not a problem. The problem is now too much data.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:54226"}},{"Del":{"text":"\tIf it gets it right more than 20% of the time that will be better than AviaNZ, but 90% would be more useful.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:54338"}},{"Del":{"text":"\tTrain a model to take binary kiwi data and identify Male/Female/M&F, Close/Far so I dont have to do so much labelling, this last run I labelled calls in 1700 files, probably 2500 calls. Many hours of work.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:54549"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:54550"}},{"Del":{"text":"__Some random audio__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:54573"}},{"Del":{"text":"- [Snapping shrimp](https://res.cloudinary.com/dofwwje6q/video/upload/v1670288844/Pomona/Snapping_shrimp_8sec_uxvds1.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:54696"}},{"Del":{"text":"- [Pond](https://res.cloudinary.com/dofwwje6q/video/upload/v1670288844/Pomona/Pond_Example_vb389p.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:54800"}},{"Del":{"text":"- [fish sounds](https://res.cloudinary.com/dofwwje6q/video/upload/v1670288844/Pomona/Layered_fish_sounds_credit_Tim_Lamont_University_of_Exeter_wgh3ou.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:54957"}},{"Del":{"text":"- [Snapping shrimp](https://res.cloudinary.com/dofwwje6q/video/upload/v1670288844/Pomona/Snapping_shrimp_8sec_uxvds1.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55080"}},{"Del":{"text":"- [D09](https://res.cloudinary.com/dofwwje6q/video/upload/v1670289076/Pomona/D09-20220926_040001_bvkvpo.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55190"}},{"Del":{"text":"- [M04](https://res.cloudinary.com/dofwwje6q/video/upload/v1670289078/Pomona/M04_20220914_200000_i9yks7.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55300"}},{"Del":{"text":"- [M04](https://res.cloudinary.com/dofwwje6q/video/upload/v1670289079/Pomona/M04_20220903_194500_e0pdui.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55410"}},{"Del":{"text":"- [C05](https://res.cloudinary.com/dofwwje6q/video/upload/v1670289079/Pomona/C05-20220923_194501_amrpnw.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55520"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55521"}},{"Del":{"text":"[Subscribe](https://tinyletter.com/fiordlandpacks) to newsletter.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55587"}},{"Del":{"text":"@@","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55590"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55591"}},{"Del":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55598"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55599"}},{"Del":{"text":" * Back to [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55628"}}]}},{"FileDel":{"deleted_names":[{"basename":"2022-12-17.md","metadata":0}],"del":{"EdgeMap":{"edges":[{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":395},"to":{"change":3,"start":51421,"end":51458},"introduced_by":3},{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":51458},"to":{"change":3,"start":42435,"end":42435},"introduced_by":3}],"inode":{"change":3,"pos":42435}}},"content_edges":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":3,"pos":42435},"to":{"change":3,"start":42436,"end":51420},"introduced_by":3}],"inode":{"change":3,"pos":42435}},"content":[{"Del":{"text":"@def title = \"2022-12-17\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42461"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42462"}},{"Del":{"text":"# 2022-12-17","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42475"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42476"}},{"Del":{"text":"__To:__ Pomona","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42491"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42492"}},{"Del":{"text":"__How:__ By bicycle, foot, packraft, more packraft, boat thanks to Pomona Trust, car, bicycle.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42587"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42588"}},{"Del":{"text":"## Overview","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42600"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42601"}},{"Del":{"text":"\\tableinput{}{/assets/trips/tableinput/2022-12-17.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42656"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42657"}},{"Del":{"text":"## Calls per Hour","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42675"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42676"}},{"Del":{"text":"\\tableinput{}{/assets/trips/tableinput/2022-12-17-cph.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42735"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42736"}},{"Del":{"text":"## Changes","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42747"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42748"}},{"Del":{"text":"![Female Calls per Hour](/assets/trips/2022-12-17-fsg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42807"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42808"}},{"Del":{"text":"---","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42812"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42813"}},{"Del":{"text":"![Male Calls per Hour](/assets/trips/2022-12-17-msg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42870"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42871"}},{"Del":{"text":"## Newsletter","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42885"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42886"}},{"Del":{"text":"@@newsletter","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42899"}},{"Del":{"text":"__2022-12-29__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42914"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42915"}},{"Del":{"text":"I finished the first pass over the data from my last trip on the 17th of December.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42998"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42999"}},{"Del":{"text":"Prior to the trip I had trained my own binaray classifier on 160gb of mostly Pomona data. About 10% was from Secretary Island, in total 4% of the audio was actual kiwi calls. It had very good validation statistics on the 20% data held out from training to check results after each epoch. Opensoundscape/pytorch made very good use of compute once I put the data on the ssd instead of the hard drive. It completed an epoch, including validation every hour, using 12 cores and big chunks of 100% GPU. It trained for 95 epoch’s, but I lost the best model due to a mistake I made, and ended up using the best model from around 75 epochs, there was very little difference in their statistics, decimal places. ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:43707"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:43708"}},{"Del":{"text":"Predicting with the model was extremely impressive, it finished processing 800gb raw audio in hours, AviaNZ would have taken a week running 24/7. I ran it over all my data, close to 6TB in a few days, less time than I would have taken processing 1 trip worth of audio using AviaNZ. The results are unprocessed except for the new data fetched in December. Time is short.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:44078"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:44079"}},{"Del":{"text":"I over ran my usage limits on Airtable which I was using for the first pass over detections. I found a very efficient workflow on my MacBook. I merge the spectrogram image and audio file into a video, all the details I need are in the file name, and I use tags in Finder to label files. The tag is written into the file metadata and I can later retrieve a long list of labels for each file. Working with Finder is extremely efficient, you can tag files with keyboard shortcuts, even tag multiple files at the same time, sort tags, etc. Finder is brilliant. The labels stick to the file because they are part of it.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:44695"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:44696"}},{"Del":{"text":"When predicting, Opensoundscapes looks at 5s chunks of audio with a 2.5s overlap. I get a long list of segmeents for each file, with a 0 or 1 assigned. There is some stuff going on there, to get a binary result and I may need to do some refining but overall it is very good. I then take that list, exclude any detection that falls in the day, defined by civil twilight. I made a thing that chunks it all up into actual calls, essentially I discard any detection that has no other detections nearby, but anything within 10s of any other detections gets chunked up. It works extremely well, no more half calls, except when they overflow a file during recording.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:45356"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:45357"}},{"Del":{"text":"I have simplified my labels, for kiwi, all I now label are Male/Female, and I mark Close calls so I can find them. I Plan to find duets algorithmically in future.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:45520"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:45521"}},{"Del":{"text":"I had a mind boggling 10 716 detections to wade through:","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:45578"}},{"Del":{"text":"- 11 files got a ?","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:45597"}},{"Del":{"text":"- 7 Geese","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:45607"}},{"Del":{"text":"- 22 Kaka, yes 22! C05, D03, F05, F09, H04, M04, S13T, T10.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:45667"}},{"Del":{"text":"- 5 Kea, D03 & D09","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:45686"}},{"Del":{"text":"- 237 LTC (Long tail cuckoo, need to add them in to the model, its doing well though, mostly distant LTC detected.)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:45802"}},{"Del":{"text":"- Many creaking trees from J11, also need to add them in to the model.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:45873"}},{"Del":{"text":"- Loud close frogs are no longer a problem, but distant frogs now are! Also need to add them in to the model. The model pulls a lot of kiwi, even distant ones, from the din of frogs at N20","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:46062"}},{"Del":{"text":"- Only 22 morepork, my new model is right onto it.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:46113"}},{"Del":{"text":"- A lot of dawn chorus, but also a _lot_ of kiwi in the middle. Also need to add dawn chorus in to the model. Kiwi are active in the early mornings on Pomona, all the time.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:46286"}},{"Del":{"text":"\t","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:46288"}},{"Del":{"text":"- 219 Close Kiwi detections","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:46316"}},{"Del":{"text":"- 258 Duets, provisionally.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:46344"}},{"Del":{"text":"\t","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:46346"}},{"Del":{"text":"- 677 Female Kiwi","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:46364"}},{"Del":{"text":"- 2607 Male Kiwi","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:46381"}},{"Del":{"text":"- This is an under estimate, it is raw detections, many detections will be chopped up into more than 1 call.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:46490"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:46491"}},{"Del":{"text":"This model detects a lot more calls than I am used to. Previously I had detected a total of around 5400 calls on Pomona. Must have been missing many many calls. I will find them.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:46670"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:46671"}},{"Del":{"text":"First I need to reduce my false positives.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:46714"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:46715"}},{"Del":{"text":"The Plan:","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:46725"}},{"Del":{"text":"- Finish labelling this data","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:46754"}},{"Del":{"text":"- Construct a new dataset","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:46780"}},{"Del":{"text":"- Train a new model, this one will likely classify Male/Female/NotKiwi","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:46851"}},{"Del":{"text":"- Go through all my data with hopefully fewer false positives.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:46914"}},{"Del":{"text":"- Train a new new model t use on the next tranche of fresh data.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:46979"}},{"Del":{"text":"\t","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:46981"}},{"Del":{"text":"I am aiming to label calls automatically in future, just weed out a few exceptions. Or that is wnat my goal is anyway.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:47100"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:47101"}},{"Del":{"text":"In future my skraak notbook will need to be re-written to accomodate a simpler, more automated labelling scheme.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:47214"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:47215"}},{"Del":{"text":"__Video__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:47225"}},{"Del":{"text":"- [N20](https://res.cloudinary.com/dofwwje6q/video/upload/v1672305180/Pomona/2022-12-29/N20-2022-12-17-20221013_050000-373-400_xdnlab.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:47364"}},{"Del":{"text":"- [M04](https://res.cloudinary.com/dofwwje6q/video/upload/v1672305190/Pomona/2022-12-29/M04-2022-12-17-20221106_051500-283-310_puc3z6.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:47503"}},{"Del":{"text":"- [M04](https://res.cloudinary.com/dofwwje6q/video/upload/v1672305188/Pomona/2022-12-29/M04-2022-12-17-20221106_051500-220-262_wnjzxc.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:47642"}},{"Del":{"text":"- [M04](https://res.cloudinary.com/dofwwje6q/video/upload/v1672305187/Pomona/2022-12-29/M04-2022-12-17-20221106_051500-183-212_fllzsl.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:47781"}},{"Del":{"text":"- [KS06](https://res.cloudinary.com/dofwwje6q/video/upload/v1672305177/Pomona/2022-12-29/KS06-2022-12-17-20221021_053000-35-47_dixm57.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:47920"}},{"Del":{"text":"- [K09](https://res.cloudinary.com/dofwwje6q/video/upload/v1672305189/Pomona/2022-12-29/K09-2022-12-17-20221030_053000-660-712_mv0d68.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:48059"}},{"Del":{"text":"- [J11](https://res.cloudinary.com/dofwwje6q/video/upload/v1672305186/Pomona/2022-12-29/J11-2022-12-17-20221202_051500-728-750_rslqi0.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:48198"}},{"Del":{"text":"- [J11](https://res.cloudinary.com/dofwwje6q/video/upload/v1672305185/Pomona/2022-12-29/J11-2022-12-17-20221202_051500-633-655_k16rik.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:48337"}},{"Del":{"text":"- [J11](https://res.cloudinary.com/dofwwje6q/video/upload/v1672305186/Pomona/2022-12-29/J11-2022-12-17-20221120_214500-105-127_fijuas.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:48476"}},{"Del":{"text":"- [J11](https://res.cloudinary.com/dofwwje6q/video/upload/v1672305183/Pomona/2022-12-29/J11-2022-12-17-20221106_054500-723-735_tpbyyb.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:48615"}},{"Del":{"text":"- [J11](https://res.cloudinary.com/dofwwje6q/video/upload/v1672305183/Pomona/2022-12-29/J11-2022-12-17-20221106_054500-428-440_ijufpx.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:48754"}},{"Del":{"text":"- [J11](https://res.cloudinary.com/dofwwje6q/video/upload/v1672305189/Pomona/2022-12-29/J11-2022-12-17-20221106_054500-295-320_dvjfi0.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:48893"}},{"Del":{"text":"- [H04](https://res.cloudinary.com/dofwwje6q/video/upload/v1672305187/Pomona/2022-12-29/H04-2022-12-17-20221201_050000-420-530_qa0dpd.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:49032"}},{"Del":{"text":"- [H04](https://res.cloudinary.com/dofwwje6q/video/upload/v1672305181/Pomona/2022-12-29/H04-2022-12-17-20221128_051500-833-865_y5pzl6.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:49171"}},{"Del":{"text":"- [H04](https://res.cloudinary.com/dofwwje6q/video/upload/v1672305177/Pomona/2022-12-29/H04-2022-12-17-20221125_024500-518-555_utt58w.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:49310"}},{"Del":{"text":"- [H04](https://res.cloudinary.com/dofwwje6q/video/upload/v1672305181/Pomona/2022-12-29/H04-2022-12-17-20221116_044501-353-377_jketq0.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:49449"}},{"Del":{"text":"- [H04](https://res.cloudinary.com/dofwwje6q/video/upload/v1672305183/Pomona/2022-12-29/H04-2022-12-17-20221113_050000-208-265_r0dwno.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:49588"}},{"Del":{"text":"- [F09](https://res.cloudinary.com/dofwwje6q/video/upload/v1672305182/Pomona/2022-12-29/F09-2022-12-17-20221127_051500-835-877_qemicg.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:49727"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:49728"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:49729"}},{"Del":{"text":"__Audio__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:49739"}},{"Del":{"text":"- [H04](https://res.cloudinary.com/dofwwje6q/video/upload/v1672306552/Pomona/2022-12-29/H04-2022-12-17-20221128_050000-155-247_fzzrsl.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:49878"}},{"Del":{"text":"- [N20](https://res.cloudinary.com/dofwwje6q/video/upload/v1672306548/Pomona/2022-12-29/N20-2022-12-17-20221012_014500-153-190_ohqucq.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:50017"}},{"Del":{"text":"- [H04](https://res.cloudinary.com/dofwwje6q/video/upload/v1672306547/Pomona/2022-12-29/H04-2022-12-17-20221126_223000-338-390_jqspgv.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:50156"}},{"Del":{"text":"- [C05](https://res.cloudinary.com/dofwwje6q/video/upload/v1672306542/Pomona/2022-12-29/C05-20211127_021500_fijobn.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:50276"}},{"Del":{"text":"- [M04](https://res.cloudinary.com/dofwwje6q/video/upload/v1672306541/Pomona/2022-12-29/M04-2022-12-17-20221112_031500-668-705_fidq4w.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:50415"}},{"Del":{"text":"- [N20](https://res.cloudinary.com/dofwwje6q/video/upload/v1672306541/Pomona/2022-12-29/N20-2022-12-17-20221012_023000-515-557_wn2lrd.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:50554"}},{"Del":{"text":"- [H04](https://res.cloudinary.com/dofwwje6q/video/upload/v1672306527/Pomona/2022-12-29/H04-2022-12-17-20221116_044501-353-377_s4dyxd.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:50693"}},{"Del":{"text":"- [C05](https://res.cloudinary.com/dofwwje6q/video/upload/v1672306526/Pomona/2022-12-29/C05-20211203_003001_fqls0f.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:50813"}},{"Del":{"text":"- [C05](https://res.cloudinary.com/dofwwje6q/video/upload/v1672306524/Pomona/2022-12-29/C05_20211029_020000_jmhlag.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:50933"}},{"Del":{"text":"- [C05](https://res.cloudinary.com/dofwwje6q/video/upload/v1672306522/Pomona/2022-12-29/C05-20211203_004500_ebnvs7.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51053"}},{"Del":{"text":"- [C05](https://res.cloudinary.com/dofwwje6q/video/upload/v1672306522/Pomona/2022-12-29/C05-20211128_040000_eiai2y.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51173"}},{"Del":{"text":"- [D03](https://res.cloudinary.com/dofwwje6q/video/upload/v1672306521/Pomona/2022-12-29/D03-2022-12-17-20221018_010000-275-322_ldb59p.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51312"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51313"}},{"Del":{"text":"[Subscribe](https://tinyletter.com/fiordlandpacks) to newsletter.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51379"}},{"Del":{"text":"@@","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51382"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51383"}},{"Del":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51390"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51391"}},{"Del":{"text":" * Back to [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51420"}}]}},{"FileDel":{"deleted_names":[{"basename":"2023-02-17.md","metadata":0}],"del":{"EdgeMap":{"edges":[{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":395},"to":{"change":3,"start":42396,"end":42433},"introduced_by":3},{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":42433},"to":{"change":3,"start":41949,"end":41949},"introduced_by":3}],"inode":{"change":3,"pos":41949}}},"content_edges":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":3,"pos":41949},"to":{"change":3,"start":41950,"end":42395},"introduced_by":3}],"inode":{"change":3,"pos":41949}},"content":[{"Del":{"text":"@def title = \"2023-02-17\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:41975"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:41976"}},{"Del":{"text":"# 2023-02-17","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:41989"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:41990"}},{"Del":{"text":"__To:__ Pomona","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42005"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42006"}},{"Del":{"text":"__How:__ By bicycle, foot, packraft, foot, packraft, foot, bicycle.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42074"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42075"}},{"Del":{"text":"## Overview","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42087"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42088"}},{"Del":{"text":"\\tableinput{}{/assets/trips/tableinput/2023-02-17.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42143"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42144"}},{"Del":{"text":"## Calls per Hour","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42162"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42163"}},{"Del":{"text":"\\tableinput{}{/assets/trips/tableinput/2023-02-17-cph.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42222"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42223"}},{"Del":{"text":"## Changes","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42234"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42235"}},{"Del":{"text":"![Female Calls per Hour](/assets/trips/2023-02-17-fsg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42294"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42295"}},{"Del":{"text":"---","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42299"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42300"}},{"Del":{"text":"![Male Calls per Hour](/assets/trips/2023-02-17-msg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42357"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42358"}},{"Del":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42365"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42366"}},{"Del":{"text":" * Back to [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42395"}}]}},{"FileDel":{"deleted_names":[{"basename":"2023-04-15.md","metadata":0}],"del":{"EdgeMap":{"edges":[{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":395},"to":{"change":3,"start":41910,"end":41947},"introduced_by":3},{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":41947},"to":{"change":3,"start":39450,"end":39450},"introduced_by":3}],"inode":{"change":3,"pos":39450}}},"content_edges":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":3,"pos":39450},"to":{"change":3,"start":39451,"end":41909},"introduced_by":3}],"inode":{"change":3,"pos":39450}},"content":[{"Del":{"text":"@def title = \"2023-04-15\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39476"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39477"}},{"Del":{"text":"# 2023-04-15","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39490"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39491"}},{"Del":{"text":"__To:__ Pomona","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39506"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39507"}},{"Del":{"text":"__How:__ By car, boat thanks to Pomona Trust, packraft, foot, packraft, foot, car, bicycle. Brought home all standard moths, left 10 micro-moths","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39652"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39653"}},{"Del":{"text":"## Overview","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39665"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39666"}},{"Del":{"text":"\\tableinput{}{/assets/trips/tableinput/2023-04-15.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39721"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39722"}},{"Del":{"text":"## Calls per Hour","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39740"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39741"}},{"Del":{"text":"\\tableinput{}{/assets/trips/tableinput/2023-04-15-cph.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39800"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39801"}},{"Del":{"text":"## Changes","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39812"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39813"}},{"Del":{"text":"![Female Calls per Hour](/assets/trips/2023-04-15-fsg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39872"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39873"}},{"Del":{"text":"---","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39877"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39878"}},{"Del":{"text":"![Male Calls per Hour](/assets/trips/2023-04-15-msg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39935"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39936"}},{"Del":{"text":"## Newsletter","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39950"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39951"}},{"Del":{"text":"@@newsletter","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39964"}},{"Del":{"text":"__2023-04-21__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39979"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39980"}},{"Del":{"text":"I was on Pomona and Rona last weekend collecting sd cards and reconfiguring moths to record longer winter hours.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:40093"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:40094"}},{"Del":{"text":"The new model worked a treat, There were around 3200 detections and only 13% false positives. This is because the moths were not recording anywhere near sunrise or sunset due to the longer nights.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:40291"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:40292"}},{"Del":{"text":"Since I now sort calls into Male/Female/Duet with a secondary model there is a lot less work for me to do, I was finished on Tuesday evening. ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:40435"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:40436"}},{"Del":{"text":"The analysis is now where I get to spend my time, which is great.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:40502"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:40503"}},{"Del":{"text":"Lots of work has happened on the new [skraak.kiwi](https://skraak.kiwi) and some pretty fabulous statistics. More work to do fleshing out human questions that may be asked. Feel free to ask questions yourself, I will add them to my list.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:40741"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:40742"}},{"Del":{"text":"You can now listen to kiwi calls, and a lot of noise at [Spotify](https://podcasters.spotify.com/pod/show/david-cary), I just gave up uploading more, there are about 20 something to be uploaded. The calls are selcted by a dodgy machine, not me. I tried noise reduction but it created distortion worse than the noise. It all has to be automatic, there were 2200 calls selected, can't do it by hand. WIP maybe.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:41151"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:41152"}},{"Del":{"text":"There are 15 new moths on the way soon. Hopefully 8 will be on Rona, 8 on Pomona. They will record 1 minute in every hour of half hour and will require new batteries every 6 months to a year. The plan is to develop an automated way of assessing forest health. Eventually, it will take time.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:41443"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:41444"}},{"Del":{"text":"The remaining 7 are free to go interesting places, the plan is to have as many as possible on Pomona during August for the Kiwi equivalent of the roar.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:41596"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:41597"}},{"Del":{"text":"Not many Kaka detected, they seem to be elsewhere.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:41648"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:41649"}},{"Del":{"text":"I will leave the stats at [skraak.kiwi](https://skraak.kiwi) to do the talking. I now have over 23000 individual calls in the database.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:41785"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:41786"}},{"Del":{"text":"Sing Kiwi Sing","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:41801"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:41802"}},{"Del":{"text":"[Subscribe](https://tinyletter.com/fiordlandpacks) to newsletter.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:41868"}},{"Del":{"text":"@@","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:41871"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:41872"}},{"Del":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:41879"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:41880"}},{"Del":{"text":" * Back to [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:41909"}}]}},{"FileDel":{"deleted_names":[{"basename":"2023-06-10.md","metadata":0}],"del":{"EdgeMap":{"edges":[{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":395},"to":{"change":3,"start":39411,"end":39448},"introduced_by":3},{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":39448},"to":{"change":3,"start":35529,"end":35529},"introduced_by":3}],"inode":{"change":3,"pos":35529}}},"content_edges":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":3,"pos":35529},"to":{"change":3,"start":35530,"end":39410},"introduced_by":3}],"inode":{"change":3,"pos":35529}},"content":[{"Del":{"text":"@def title = \"2023-06-10\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35555"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35556"}},{"Del":{"text":"# 2023-06-10","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35569"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35570"}},{"Del":{"text":"__To:__ Pomona, Rona","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35591"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35592"}},{"Del":{"text":"__How:__ By foot, raft, foot, raft, 1 day trapping too, raft, foot, campervan hitch. 2 damp non-functioning moths brought home to dry out, 5 new 1/30 project moths placed on Pomona, and Rona, 10 total.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35794"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35795"}},{"Del":{"text":"## Overview","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35807"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35808"}},{"Del":{"text":"\\tableinput{}{/assets/trips/tableinput/2023-06-10.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35863"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35864"}},{"Del":{"text":"## Calls per Hour","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35882"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35883"}},{"Del":{"text":"\\tableinput{}{/assets/trips/tableinput/2023-06-10-cph.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35942"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35943"}},{"Del":{"text":"## Changes","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35954"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35955"}},{"Del":{"text":"![Female Calls per Hour](/assets/trips/2023-06-10-fsg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:36014"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:36015"}},{"Del":{"text":"---","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:36019"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:36020"}},{"Del":{"text":"![Male Calls per Hour](/assets/trips/2023-06-10-msg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:36077"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:36078"}},{"Del":{"text":"## Newsletter","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:36092"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:36093"}},{"Del":{"text":"@@newsletter","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:36106"}},{"Del":{"text":"__2023-06-27__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:36121"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:36122"}},{"Del":{"text":"I was on Pomona and Rona around the 10th or 12th of June, after the bad May weather ended.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:36213"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:36214"}},{"Del":{"text":"From 10 moth recorders 2766 kiwi calls were detected. 258 duets, 316 solo female calls, 1934 solo male calls. Best of all only 175 false positives, 7%.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:36366"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:36367"}},{"Del":{"text":"I had to bring home the moths at F09 and G05 as they were giving an error code, having dried out they are ready to go out again soon.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:36501"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:36502"}},{"Del":{"text":"5 new moths were placed on Pomona, recording 1 minute in 30, 24/7.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:36569"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:36570"}},{"Del":{"text":"5 new moths were placed on Rona, also recording 1 minute in 30, 24/7.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:36640"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:36641"}},{"Del":{"text":"In theory the batteries will last a year. I plan to refresh the sd cards in the summer to check it is all good. The plan is to train a model to recognise more birds than just kiwi, they should provide a more accurate version of the 5 minute bird count, at least. Over a long period it should be a valuable and informative dataset.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:36973"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:36974"}},{"Del":{"text":"The Hollyford Conservation Trust has agreed to let me place 5 new moths there, also recording on the 1/30 schedule. Can’t wait to get down there. I have my eye on the McKenzie Lagoon. (Ideal habitat for Haast Kiwi, perhaps one day, if the right people can agree. For them to grow and survive long term we need to get them the best habitats with well organised and motivated predator control.)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:37370"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:37371"}},{"Del":{"text":"The skraak.kiwi website has not been updated, it is proving difficult to update and maintain. I need to make a better plan, perhaps as simple as a pdf report published to the website, thinking still.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:37571"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:37572"}},{"Del":{"text":"The weather was pretty poor during the recording period, with a lot of noise and feint or distant sounding audio. Birds from the dawn chorus were not a problem. No Kaka found, some Kea from time to time.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:37776"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:37777"}},{"Del":{"text":"__Audio__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:37787"}},{"Del":{"text":"- [Interesting female F09](https://res.cloudinary.com/dofwwje6q/video/upload/v1687827936/Pomona/2023-06-27/F09-2023-06-10-20230525_041500-22-55_zeifbs.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:37943"}},{"Del":{"text":"- [Female H04](https://res.cloudinary.com/dofwwje6q/video/upload/v1687828051/Pomona/2023-06-27/H04-2023-06-10-20230428_224500-167-200_i4mmtt.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:38089"}},{"Del":{"text":"- [Duet D03](https://res.cloudinary.com/dofwwje6q/video/upload/v1687828326/Pomona/2023-06-27/D03-2023-06-10-20230421_201500-372-423_mqc6xh.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:38233"}},{"Del":{"text":"- [Duet D09](https://res.cloudinary.com/dofwwje6q/video/upload/v1687828420/Pomona/2023-06-27/D09-2023-06-10-20230501_181501-342-388_g80rwr.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:38377"}},{"Del":{"text":"- [Duet H04](https://res.cloudinary.com/dofwwje6q/video/upload/v1687828564/Pomona/2023-06-27/H04-2023-06-10-20230419_051500-675-715_oaty04.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:38521"}},{"Del":{"text":"- [Duet M04](https://res.cloudinary.com/dofwwje6q/video/upload/v1687828670/Pomona/2023-06-27/M04-2023-06-10-20230418_203000-847-895_vfymc9.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:38665"}},{"Del":{"text":"- [Duet N20](https://res.cloudinary.com/dofwwje6q/video/upload/v1687828994/Pomona/2023-06-27/N20-2023-06-10-20230415_194500-302-340_zghpb4.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:38809"}},{"Del":{"text":"- [Male F09](https://res.cloudinary.com/dofwwje6q/video/upload/v1687829135/Pomona/2023-06-27/F09-2023-06-10-20230510_011500-720-753_wgicxw.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:38953"}},{"Del":{"text":"- [Very happy with the way my best model copes with noise, G05](https://res.cloudinary.com/dofwwje6q/video/upload/v1687829219/Pomona/2023-06-27/G05-2023-06-10-20230515_010000-127-150_syhnax.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39148"}},{"Del":{"text":"- [Noise central, N20](https://res.cloudinary.com/dofwwje6q/video/upload/v1687829396/Pomona/2023-06-27/N20-2023-06-10-20230426_051500-195-218_xmfu7a.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39302"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39303"}},{"Del":{"text":"[Subscribe](https://tinyletter.com/fiordlandpacks) to newsletter.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39369"}},{"Del":{"text":"@@","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39372"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39373"}},{"Del":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39380"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39381"}},{"Del":{"text":" * Back to [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39410"}}]}},{"FileDel":{"deleted_names":[{"basename":"2023-06-22.md","metadata":0}],"del":{"EdgeMap":{"edges":[{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":395},"to":{"change":3,"start":35490,"end":35527},"introduced_by":3},{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":35527},"to":{"change":3,"start":35300,"end":35300},"introduced_by":3}],"inode":{"change":3,"pos":35300}}},"content_edges":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":3,"pos":35300},"to":{"change":3,"start":35301,"end":35489},"introduced_by":3}],"inode":{"change":3,"pos":35300}},"content":[{"Del":{"text":"@def title = \"2023-06-22\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35326"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35327"}},{"Del":{"text":"# 2023-06-22","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35340"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35341"}},{"Del":{"text":"__To:__ Bowen","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35355"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35356"}},{"Del":{"text":"__How:__ By car, 2 moths recording 1/30 placed, thanks to Stanley Mulvany and Paula MacFarlane.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35452"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35453"}},{"Del":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35460"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35461"}},{"Del":{"text":" * Back to [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35489"}}]}},{"FileDel":{"deleted_names":[{"basename":"2023-07-22.md","metadata":0}],"del":{"EdgeMap":{"edges":[{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":395},"to":{"change":3,"start":35261,"end":35298},"introduced_by":3},{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":35298},"to":{"change":3,"start":25019,"end":25019},"introduced_by":3}],"inode":{"change":3,"pos":25019}}},"content_edges":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":3,"pos":25019},"to":{"change":3,"start":25020,"end":35260},"introduced_by":3}],"inode":{"change":3,"pos":25019}},"content":[{"Del":{"text":"@def title = \"2023-07-22\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25045"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25046"}},{"Del":{"text":"# 2023-07-22","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25059"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25060"}},{"Del":{"text":"__To:__ Pomona","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25075"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25076"}},{"Del":{"text":"__How:__ By bike, foot, raft, foot, raft, foot, bike. 2 non-functioning moths replaced, 8 functioning moths serviced, 10 new kiwi moths placed on Pomona.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25230"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25231"}},{"Del":{"text":"## Overview","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25243"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25244"}},{"Del":{"text":"\\tableinput{}{/assets/trips/tableinput/2023-07-22.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25299"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25300"}},{"Del":{"text":"## Calls per Hour","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25318"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25319"}},{"Del":{"text":"\\tableinput{}{/assets/trips/tableinput/2023-07-22-cph.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25378"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25379"}},{"Del":{"text":"## Changes","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25390"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25391"}},{"Del":{"text":"![Female Calls per Hour](/assets/trips/2023-07-22-fsg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25450"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25451"}},{"Del":{"text":"---","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25455"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25456"}},{"Del":{"text":"![Male Calls per Hour](/assets/trips/2023-07-22-msg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25513"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25514"}},{"Del":{"text":"## Newsletter","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25528"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25529"}},{"Del":{"text":"@@newsletter","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25542"}},{"Del":{"text":"__2023-07-29__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25557"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25558"}},{"Del":{"text":"I was on Pomona betweeen then 21st and 24th July to:","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25611"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25612"}},{"Del":{"text":"- service 8 micro moths","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25636"}},{"Del":{"text":"- replace the 2 nonfunctional micro moths at G05 and F09 (now F10)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25703"}},{"Del":{"text":"- place 10 new moths set to record 8pm to 5am from the 1st August. I need them recording shorter summer hours so the batteries will last all month.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25851"}},{"Del":{"text":"- There are also still 5 moths recording 1 minute in every 30, 24/7, but they did not require attention.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25956"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25957"}},{"Del":{"text":"The weather was beautiful when not foggy.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25999"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:26000"}},{"Del":{"text":"[video](https://res.cloudinary.com/dofwwje6q/video/upload/v1690433707/Pomona/2023-07-22/IMG_6400_wkajjj.mov)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:26109"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:26110"}},{"Del":{"text":"I did a bit of walking:","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:26134"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:26135"}},{"Del":{"text":"![https://res.cloudinary.com/dofwwje6q/image/upload/w_200/v1690433950/Pomona/2023-07-22/IMG_6453_okzisi.png](https://res.cloudinary.com/dofwwje6q/image/upload/v1690433950/Pomona/2023-07-22/IMG_6453_okzisi.png)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:26345"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:26346"}},{"Del":{"text":"And heard a duet at 1am at the landing beach, as well as several distant calls coming from high up the face. I do dream about those big feet stomping by in the night, alas, not yet. Statistically, it is a certainty.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:26562"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:26563"}},{"Del":{"text":"Active Moth Locations","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:26585"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:26586"}},{"Del":{"text":"- Micro Moths: C05, D03, D09, F10, G05, H04, M04, N14, N20, NB14","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:26651"}},{"Del":{"text":"- Kiwi Moths: A11, H09, J06, S23, W20, CB11, S13T, W4, V05 (August only)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:26724"}},{"Del":{"text":"- Pomona 1/30 Moths: C03, G05, H01, J11, P09","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:26769"}},{"Del":{"text":"- Rona 1/30 Moths: 287, 343, 620, 635, 778.1","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:26814"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:26815"}},{"Del":{"text":"It is going to take me a few days to finish updating skraak.kiwi. I have added a lot of new data related to trip statistics, check back in at the end of next week.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:26979"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:26980"}},{"Del":{"text":"Rough calls detected in this batch of data:","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:27024"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:27025"}},{"Del":{"text":"- 213 Duets","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:27037"}},{"Del":{"text":"- 249 Solo Female Calls","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:27061"}},{"Del":{"text":"- 1432 Solo Male Calls","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:27084"}},{"Del":{"text":"- 222 False Positives (10.5%)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:27115"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:27116"}},{"Del":{"text":"Kaka were specially common around M04, NB14, D09, also H04. I heard Kaka myself at the landing beach, N06M, but had no recorder there for the last period.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:27271"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:27272"}},{"Del":{"text":"My next exploratory analysis, coming soon, will be around the number of male calls recorded vs female. Not sure how it will go as I need to use the autogenerated Close/Ok/Far labels to look at this, it is a fairly unsophisticated 4 layer convolutional neural net I use for this.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:27551"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:27552"}},{"Del":{"text":"There are a few explanations:","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:27582"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:27583"}},{"Del":{"text":"- Male kiwi just call more","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:27610"}},{"Del":{"text":"- Male calls carry further, therefore I am getting the same call on multiple recorders","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:27697"}},{"Del":{"text":"- Could my model be missing female calls?","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:27739"}},{"Del":{"text":"- Am I misclassifying some male calls as female?","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:27788"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:27789"}},{"Del":{"text":"As part of this I also plan to compare Avianz female detections (including some human searching at the time) with my unassisted opensounscape detections. I know from experience the AviaNZ model frequently misses obvious female calls and I expect my model to be a big improvement, but lets see what the data suggests.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:28106"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:28107"}},{"Del":{"text":"I have gone a little overboard on audio links this time. Enjoy listening. It wiil take me a while to update Spotify with all new calls, a week or 2 I expect as that is the las tjob on the list.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:28301"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:28302"}},{"Del":{"text":"__C05__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:28310"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:28311"}},{"Del":{"text":"- [Duet](https://res.cloudinary.com/dofwwje6q/video/upload/v1690429775/Pomona/2023-07-22/C05-2023-07-22-20230628_174500-170-203_ctb0za.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:28451"}},{"Del":{"text":"- [Duet](https://res.cloudinary.com/dofwwje6q/video/upload/v1690429874/Pomona/2023-07-22/C05-2023-07-22-20230629_054500-262-340_ihijkv.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:28591"}},{"Del":{"text":"- [Female](https://res.cloudinary.com/dofwwje6q/video/upload/v1690493320/Pomona/2023-07-22/C05-2023-07-22-20230706_174501-385-420_k7mawy.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:28733"}},{"Del":{"text":"- [Male](https://res.cloudinary.com/dofwwje6q/video/upload/v1690515269/Pomona/2023-07-22/C05-2023-07-22-20230707_041500-275-305_um3r4i.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:28873"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:28874"}},{"Del":{"text":"__D03__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:28882"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:28883"}},{"Del":{"text":"- [Duet](https://res.cloudinary.com/dofwwje6q/video/upload/v1690430423/Pomona/2023-07-22/D03-2023-07-22-20230617_033000-317-365_amnigo.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:29023"}},{"Del":{"text":"- [Duet](https://res.cloudinary.com/dofwwje6q/video/upload/v1690430423/Pomona/2023-07-22/D03-2023-07-22-20230617_034500-22-83_g0rp1v.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:29161"}},{"Del":{"text":"- [Interesting](https://res.cloudinary.com/dofwwje6q/video/upload/v1690494743/Pomona/2023-07-22/D03-2023-07-22-20230708_004500-442-450_sezyb2.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:29308"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:29309"}},{"Del":{"text":"__D09__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:29317"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:29318"}},{"Del":{"text":"- [Duet](https://res.cloudinary.com/dofwwje6q/video/upload/v1690430749/Pomona/2023-07-22/D09-2023-07-22-20230625_040000-270-320_vmnp7l.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:29458"}},{"Del":{"text":"- [Female](https://res.cloudinary.com/dofwwje6q/video/upload/v1690496632/Pomona/2023-07-22/D09-2023-07-22-20230619_060000-445-468_klylqb.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:29600"}},{"Del":{"text":"- [Male](https://res.cloudinary.com/dofwwje6q/video/upload/v1690580019/Pomona/2023-07-22/D09-2023-07-22-20230617_183000-672-705_oo4kwt.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:29740"}},{"Del":{"text":"- [Kaka?](https://res.cloudinary.com/dofwwje6q/video/upload/v1690496809/Pomona/2023-07-22/D09-2023-07-22-20230703_214500-762-770_dorkwg.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:29881"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:29882"}},{"Del":{"text":"__H04__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:29890"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:29891"}},{"Del":{"text":"- [Duet](https://res.cloudinary.com/dofwwje6q/video/upload/v1690430987/Pomona/2023-07-22/H04-2023-07-22-20230708_054500-382-438_vvqdqo.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:30031"}},{"Del":{"text":"- [Female](https://res.cloudinary.com/dofwwje6q/video/upload/v1690497438/Pomona/2023-07-22/H04-2023-07-22-20230611_061500-722-753_tsatia.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:30173"}},{"Del":{"text":"- [Young Female? Wishful thinking? 5:48am 28/6/23](https://res.cloudinary.com/dofwwje6q/video/upload/v1690497511/Pomona/2023-07-22/H04-2023-07-22-20230628_054500-325-345_ttlkgr.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:30355"}},{"Del":{"text":"- [5 minutes later](https://res.cloudinary.com/dofwwje6q/video/upload/v1690497581/Pomona/2023-07-22/H04-2023-07-22-20230628_054500-730-760_ljxmtx.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:30506"}},{"Del":{"text":"- [Another outlier 4:50am 6/7/23](https://res.cloudinary.com/dofwwje6q/video/upload/v1690497765/Pomona/2023-07-22/H04-2023-07-22-20230706_044500-520-530_hsyemk.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:30671"}},{"Del":{"text":"- [Male](https://res.cloudinary.com/dofwwje6q/video/upload/v1690580538/Pomona/2023-07-22/H04-2023-07-22-20230616_060000-810-840_hxbcpl.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:30811"}},{"Del":{"text":"- [Kaka](https://res.cloudinary.com/dofwwje6q/video/upload/v1690494932/Pomona/2023-07-22/H04-2023-07-22-20230708_013000-867-875_lkjurb.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:30951"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:30952"}},{"Del":{"text":"__M04__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:30960"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:30961"}},{"Del":{"text":"- [Duet](https://res.cloudinary.com/dofwwje6q/video/upload/v1690431110/Pomona/2023-07-22/M04-2023-07-22-20230613_000000-427-470_gatmlv.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:31101"}},{"Del":{"text":"- [Duet](https://res.cloudinary.com/dofwwje6q/video/upload/v1690431195/Pomona/2023-07-22/M04-2023-07-22-20230614_210000-707-758_e6w8m8.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:31241"}},{"Del":{"text":"- [Magnificent Female](https://res.cloudinary.com/dofwwje6q/video/upload/v1690498024/Pomona/2023-07-22/M04-2023-07-22-20230613_011500-555-588_shqkgt.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:31395"}},{"Del":{"text":"- [Magnificent Female](https://res.cloudinary.com/dofwwje6q/video/upload/v1690498298/Pomona/2023-07-22/M04-2023-07-22-20230621_201500-177-203_p8m0mf.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:31549"}},{"Del":{"text":"- [Male](https://res.cloudinary.com/dofwwje6q/video/upload/v1690581030/Pomona/2023-07-22/M04-2023-07-22-20230611_033000-245-275_xkhfzp.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:31689"}},{"Del":{"text":"- [Brilliant example of a distant call with noise](https://res.cloudinary.com/dofwwje6q/video/upload/v1690581223/Pomona/2023-07-22/M04-2023-07-22-20230616_201500-557-583_kv3cbg.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:31871"}},{"Del":{"text":"- [Tired of the rain!](https://res.cloudinary.com/dofwwje6q/video/upload/v1690581564/Pomona/2023-07-22/M04-2023-07-22-20230701_174500-362-383_cq48kl.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:32025"}},{"Del":{"text":"- [Another anomaly, take a listen](https://res.cloudinary.com/dofwwje6q/video/upload/v1690581674/Pomona/2023-07-22/M04-2023-07-22-20230702_173001-232-255_pbos4x.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:32191"}},{"Del":{"text":"- [Kaka](https://res.cloudinary.com/dofwwje6q/video/upload/v1690494932/Pomona/2023-07-22/H04-2023-07-22-20230708_013000-867-875_lkjurb.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:32331"}},{"Del":{"text":"- [*Beautiful*](https://res.cloudinary.com/dofwwje6q/video/upload/v1690498571/Pomona/2023-07-22/M04-2023-07-22-20230706_050000-587-598_ojoy5w.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:32478"}},{"Del":{"text":"- [*Beautiful*](https://res.cloudinary.com/dofwwje6q/video/upload/v1690498706/Pomona/2023-07-22/M04-2023-07-22-20230707_061500-332-340_ecejax.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:32625"}},{"Del":{"text":"- [*Beautiful*](https://res.cloudinary.com/dofwwje6q/video/upload/v1690498783/Pomona/2023-07-22/M04-2023-07-22-20230707_061500-767-810_cnwvhh.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:32772"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:32773"}},{"Del":{"text":"__N14__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:32781"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:32782"}},{"Del":{"text":"- [Duet](https://res.cloudinary.com/dofwwje6q/video/upload/v1690431513/Pomona/2023-07-22/N14-2023-07-22-20230630_004500-147-188_rq51dd.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:32922"}},{"Del":{"text":"- [Male](https://res.cloudinary.com/dofwwje6q/video/upload/v1690582213/Pomona/2023-07-22/N14-2023-07-22-20230616_054500-282-315_txragm.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:33062"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:33063"}},{"Del":{"text":"__N20__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:33071"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:33072"}},{"Del":{"text":"- [Duet](https://res.cloudinary.com/dofwwje6q/video/upload/v1690431657/Pomona/2023-07-22/N20-2023-07-22-20230621_013000-702-753_cy10oz.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:33212"}},{"Del":{"text":"- [Female](https://res.cloudinary.com/dofwwje6q/video/upload/v1690499560/Pomona/2023-07-22/N20-2023-07-22-20230622_183000-822-855_b19kyf.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:33354"}},{"Del":{"text":"- [Female](https://res.cloudinary.com/dofwwje6q/video/upload/v1690499944/Pomona/2023-07-22/N20-2023-07-22-20230708_191500-170-198_sjpqgh.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:33496"}},{"Del":{"text":"- [Amazing ability to segment noisy calls](https://res.cloudinary.com/dofwwje6q/video/upload/v1690499783/Pomona/2023-07-22/N20-2023-07-22-20230629_064500-370-395_vjo5pw.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:33670"}},{"Del":{"text":"- [Amazing ability to segment noisy calls](https://res.cloudinary.com/dofwwje6q/video/upload/v1690500067/Pomona/2023-07-22/N20-2023-07-22-20230712_194500-157-170_mwi06d.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:33844"}},{"Del":{"text":"- [Even through frogs!](https://res.cloudinary.com/dofwwje6q/video/upload/v1690584715/Pomona/2023-07-22/N20-2023-07-22-20230707_194500-137-165_nhrwj8.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:33999"}},{"Del":{"text":"- [Not sure what this is](https://res.cloudinary.com/dofwwje6q/video/upload/v1690584383/Pomona/2023-07-22/N20-2023-07-22-20230625_063000-627-655_iusrfw.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:34156"}},{"Del":{"text":"- [Kaka](https://res.cloudinary.com/dofwwje6q/video/upload/v1690495243/Pomona/2023-07-22/N20-2023-07-22-20230707_031500-507-523_xtdcxk.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:34296"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:34297"}},{"Del":{"text":"__NB14__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:34306"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:34307"}},{"Del":{"text":"- [Duet](https://res.cloudinary.com/dofwwje6q/video/upload/v1690431873/Pomona/2023-07-22/NB14-2023-07-22-20230630_033000-625-688_a338mv.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:34448"}},{"Del":{"text":"- [Duet](https://res.cloudinary.com/dofwwje6q/video/upload/v1690431751/Pomona/2023-07-22/NB14-2023-07-22-20230617_010000-17-75_xxocjn.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:34587"}},{"Del":{"text":"- [Female](https://res.cloudinary.com/dofwwje6q/video/upload/v1690500215/Pomona/2023-07-22/NB14-2023-07-22-20230704_231500-452-485_s3tlk8.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:34730"}},{"Del":{"text":"- [Kaka](https://res.cloudinary.com/dofwwje6q/video/upload/v1690495349/Pomona/2023-07-22/NB14-2023-07-22-20230714_001500-520-528_r6mzeh.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:34871"}},{"Del":{"text":"- [Kaka](https://res.cloudinary.com/dofwwje6q/video/upload/v1690500379/Pomona/2023-07-22/NB14-2023-07-22-20230708_034500-397-410_pnb1ht.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35012"}},{"Del":{"text":"- [Kea](https://res.cloudinary.com/dofwwje6q/video/upload/v1690500304/Pomona/2023-07-22/NB14-2023-07-22-20230706_061500-840-865_ouqx87.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35152"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35153"}},{"Del":{"text":"[Subscribe](https://tinyletter.com/fiordlandpacks) to newsletter.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35219"}},{"Del":{"text":"@@","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35222"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35223"}},{"Del":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35230"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35231"}},{"Del":{"text":" * Back to [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35260"}}]}},{"FileDel":{"deleted_names":[{"basename":"2023-09-11.md","metadata":0}],"del":{"EdgeMap":{"edges":[{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":395},"to":{"change":3,"start":24980,"end":25017},"introduced_by":3},{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":25017},"to":{"change":3,"start":13649,"end":13649},"introduced_by":3}],"inode":{"change":3,"pos":13649}}},"content_edges":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":3,"pos":13649},"to":{"change":3,"start":13650,"end":24979},"introduced_by":3}],"inode":{"change":3,"pos":13649}},"content":[{"Del":{"text":"@def title = \"2023-09-11\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13675"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13676"}},{"Del":{"text":"# 2023-09-11","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13689"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13690"}},{"Del":{"text":"__To:__ Pomona","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13705"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13706"}},{"Del":{"text":"__How:__ By bike, foot, raft, foot, boat, car, foot, bike. Thanks to Nick Key as Adventure Kayak and Cruse for the boat ride home.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13837"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13838"}},{"Del":{"text":"## Overview","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13850"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13851"}},{"Del":{"text":"\\tableinput{}{/assets/trips/tableinput/2023-09-11.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13906"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13907"}},{"Del":{"text":"## Calls per Hour","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13925"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13926"}},{"Del":{"text":"\\tableinput{}{/assets/trips/tableinput/2023-09-11-cph.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13985"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13986"}},{"Del":{"text":"## Changes","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13997"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13998"}},{"Del":{"text":"![Female Calls per Hour](/assets/trips/2023-09-11-fsg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14057"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14058"}},{"Del":{"text":"---","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14062"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14063"}},{"Del":{"text":"![Male Calls per Hour](/assets/trips/2023-09-11-msg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14120"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14121"}},{"Del":{"text":"## Newsletter","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14135"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14136"}},{"Del":{"text":"@@newsletter","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14149"}},{"Del":{"text":"__2023-09-11__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14164"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14165"}},{"Del":{"text":"I was on Pomona betweeen then 10th and 13th August to:","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14220"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14221"}},{"Del":{"text":"- service 10 permanent kiwi micro moths.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14262"}},{"Del":{"text":"- service 10 temporary kiwi moths.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14297"}},{"Del":{"text":"- service 5 moths recording 1 minute in every 30. Mainly to check they are functioning, check the batteries are lasting, and bring the sd cards home so I can begin labelling.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14472"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14473"}},{"Del":{"text":"The weather was quite dodgy and I needed to call Nick Key for a ride out due to lumpy water. Thanks a million Nick.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14589"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14590"}},{"Del":{"text":"Active Moth Locations","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14612"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14613"}},{"Del":{"text":"- Micro Moths: C05, D03, D09, F10, G05, H04, M04, N14, N20, NB14","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14678"}},{"Del":{"text":"- Kiwi Moths: A11, H09, J06, S23, W20, CB11, S13T, W04, V05, N08M (Was August only, now September too)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14781"}},{"Del":{"text":"- Pomona 1/30 Moths: C03, G05, H01, J11, P09","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14826"}},{"Del":{"text":"- Rona 1/30 Moths: 287, 343, 620, 635, 778.1 (not checked)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14885"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14886"}},{"Del":{"text":"Unfortunately the SD card from N14 managed to unplug itself at some point after it wrote its config file to the card, so I have no data from N14 this time.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:15042"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:15043"}},{"Del":{"text":"Calls detected in this batch of data (including the 5 24/7 moths recording 1 minute in 30):","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:15135"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:15136"}},{"Del":{"text":"- 231 (213 last time) Duets (given that 10 extra moths were active, this suggests the 10 permanent micro moths cover most breeding pairs)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:15274"}},{"Del":{"text":"- 350 (249 last time) Solo Female Calls","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:15314"}},{"Del":{"text":"- 2156 (1432 last time) Solo Male Calls","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:15354"}},{"Del":{"text":"- 885 (222 last time) False Positives","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:15392"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:15393"}},{"Del":{"text":"The increase in false positives is due to the return of frogs to N20, and very active kaka.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:15485"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:15486"}},{"Del":{"text":"__The C05 kiwi seem extra busy, maybe they are incubating an egg.__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:15554"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:15555"}},{"Del":{"text":"Since the last Pomona trip:","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:15583"}},{"Del":{"text":"- I recieved a batch of very high quality data from Haast, there were a lot of calls (Duet 1231, Female 1183, Male 3369) and a lot of false positives (8752) due to all the new sounds. When I get a chance I will do an analysis to compare Haast Kiwi at Haast to Haast Kiwi on Pomona","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:15864"}},{"Del":{"text":"- I did some work on training a new classifier in 100% Julia (rather than Python/Opensoundscape). It took some work getting the pipeline right. My model is trained on colour images instead of the B&W used by opensoundscape.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:16088"}},{"Del":{"text":"- using my clip png images (around 48500, duet, female, male, not_kiwi) I got 78% accuracy training a Resnet18 from scratch after many many epochs (170).","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:16242"}},{"Del":{"text":"- using a pretrained Resnet model I managed around 87% accuracy in 30 epochs or so.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:16326"}},{"Del":{"text":"- using a pretrained Resnet with data augumentation modelled on opensoundscape (random levels of gaussian noise, random frequency and time masks) we got over 90% on 18 epochs, extremely efficient, but 48000 images is not enough for a top class model, it learns the training set by heart and results on the test set top out too quickly. ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:16663"}},{"Del":{"text":"```","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:16667"}},{"Del":{"text":"Epoch: 24","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:16677"}},{"Del":{"text":"accuracy = 0.9067","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:16695"}},{"Del":{"text":"│ 4×4 Named Matrix{Int64}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:16727"}},{"Del":{"text":"│ targets ╲ predicts │ 1 2 3 4","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:16782"}},{"Del":{"text":"│ ───────────────────┼───────────────────────","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:16919"}},{"Del":{"text":"│ 1 │ 380 8 61 11","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:16972"}},{"Del":{"text":"│ 2 │ 3 396 45 18","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:17025"}},{"Del":{"text":"│ 3 │ 28 20 2264 81","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:17078"}},{"Del":{"text":"└ 4 │ 8 24 147 1370","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:17131"}},{"Del":{"text":"```","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:17135"}},{"Del":{"text":"- I used this model this morning to sort the trip detections into duet (1), female (2), male (3), not_kiwi (4). It performs extremely well in practice and saved me hours if not days. It is really good at catching most of the false positives, and makes very few miss-classifications. I now have more data to add to this data set, the model can only improve.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:17492"}},{"Del":{"text":"- Before I left for Pomona I constructed a new big dataset (for my main model kiwi/not_kiwi) out of all kiwi detections 5 500 000 images, 5 second clips, with 9% kiwi. After its first epoch it was close to 97% accuracy. It died on the 12th epoch (my fault) with 98% accuracy. The good news is it was a long way from topping out, accuracy on a 5% sample of the training set was the same as the test set. False negatives below are an overestimate, due to the generous segmentation of my auto segmented data. I have not done any hand labelling, impossible at this scale. It may benefit from less aggressive data augumentation next time.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:18126"}},{"Del":{"text":"```","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:18130"}},{"Del":{"text":"accuracy = 0.9804","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:18148"}},{"Del":{"text":"┌ Info: eval","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:18163"}},{"Del":{"text":"│ v_cmatrix =","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:18181"}},{"Del":{"text":"│ 2×2 Named Matrix{Int64}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:18213"}},{"Del":{"text":"│ targets ╲ predicts │ 1 2","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:18260"}},{"Del":{"text":"│ ───────────────────┼───────────────","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:18373"}},{"Del":{"text":"│ 1 │ 21621 4731","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:18418"}},{"Del":{"text":"└ 2 │ 669 247923","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:18463"}},{"Del":{"text":"```","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:18467"}},{"Del":{"text":"- I now need a Something detector, to help with the new daytime data labelling. The next step is to label the existing nights dataset with other bird species, and to add daytime data. The next models will be Kiwi, Morepork, Kaka ..... + Something (anything) + Nothing.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:18736"}},{"Del":{"text":"- The goal is to catch new species in Something, so they can be labelled without wading through hours of audio. My experience tells me labelling need not be perfect, quantity goes a long way.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:18928"}},{"Del":{"text":"- I will be attending the online Audio Moth conference again soon. Unfortunately timing is unfortunate, 2 am start, but they have a speaker this year on using acoustic indicies to estimate biodiversity, which is the plan for the 1 min in 30 audio sampling on Pomona, Rona, at the Bowen, and hopefully still the Hollyford (when I have spare moths), as well as the bird call monitoring.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:19313"}},{"Del":{"text":"- The battery voltage in the 5 24/7 moths serviced dropped from 4.9V to 4.3V over the 3 months they were out, recording 1 minute in 30. Since they do not cut out until 3.1V and they were all still dry and functioining, it looks like they will last a full year in the field.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:19587"}},{"Del":{"text":"- Female kiwi were recorded at all 5 24/7 moths and duets at all except H01. Most calls were detected at C03, G05 next, around 7 calls each at J11, P09, H01. Total of 56 calls in 3 months recording 1 in 30 at 5 locations.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:19809"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:19810"}},{"Del":{"text":"__This is still work in progress, too busy:__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:19856"}},{"Del":{"text":"```","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:19860"}},{"Del":{"text":"My next exploratory analysis, coming soon, will be around the number of male calls recorded vs female.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:19963"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:19964"}},{"Del":{"text":"There are a few possible explanations:","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:20003"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:20004"}},{"Del":{"text":"- Male kiwi just call more","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:20031"}},{"Del":{"text":"- Male calls carry further, therefore I am getting the same call on multiple recorders","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:20118"}},{"Del":{"text":"- Could my model be missing female calls?","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:20160"}},{"Del":{"text":"- Am I misclassifying some male calls as female?","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:20209"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:20210"}},{"Del":{"text":"As part of this I also plan to compare Avianz female detections (including some human searching at the time) with my unassisted opensounscape detections.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:20364"}},{"Del":{"text":"```","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:20368"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:20369"}},{"Del":{"text":"Some Audio:","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:20381"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:20382"}},{"Del":{"text":"Apologies, I can't describe each link. Luck of the draw. Most are closer duets or female kiwi. There are some calls from new locations here.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:20523"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:20524"}},{"Del":{"text":"__C05__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:20532"}},{"Del":{"text":"- [Link](https://res.cloudinary.com/dofwwje6q/video/upload/v1694750894/Pomona/2023-09-11/C05-2023-09-11-20230810_183000-165-198_w2rq9v.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:20672"}},{"Del":{"text":"- [Link](https://res.cloudinary.com/dofwwje6q/video/upload/v1694750901/Pomona/2023-09-11/C05-2023-09-11-20230725_213000-550-580_nmpurm.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:20812"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:20813"}},{"Del":{"text":"__CB11__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:20822"}},{"Del":{"text":"- [Link](https://res.cloudinary.com/dofwwje6q/video/upload/v1694750884/Pomona/2023-09-11/CB11-2023-09-11-20230827_234500-770-795_thqxxo.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:20963"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:20964"}},{"Del":{"text":"__D03__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:20972"}},{"Del":{"text":"- [Link](https://res.cloudinary.com/dofwwje6q/video/upload/v1694750875/Pomona/2023-09-11/D03-2023-09-11-20230724_221500-840-880_d9m5es.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:21112"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:21113"}},{"Del":{"text":"__D09__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:21121"}},{"Del":{"text":"- [Link](https://res.cloudinary.com/dofwwje6q/video/upload/v1694750855/Pomona/2023-09-11/D09-2023-09-11-20230826_041500-800-840_oay5cq.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:21261"}},{"Del":{"text":"- [Link](https://res.cloudinary.com/dofwwje6q/video/upload/v1694750858/Pomona/2023-09-11/D09-2023-09-11-20230825_050000-142-178_sf1hzz.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:21401"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:21402"}},{"Del":{"text":"__F10__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:21410"}},{"Del":{"text":"- [Link](https://res.cloudinary.com/dofwwje6q/video/upload/v1694750885/Pomona/2023-09-11/F10-2023-09-11-20230831_004500-312-323_cydume.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:21550"}},{"Del":{"text":"- [Link](https://res.cloudinary.com/dofwwje6q/video/upload/v1694750889/Pomona/2023-09-11/F10-2023-09-11-20230831_003000-65-100_cyreqp.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:21689"}},{"Del":{"text":"- [Link](https://res.cloudinary.com/dofwwje6q/video/upload/v1694750890/Pomona/2023-09-11/F10-2023-09-11-20230827_040000-502-535_u9rbjy.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:21829"}},{"Del":{"text":"- [Link](https://res.cloudinary.com/dofwwje6q/video/upload/v1694750892/Pomona/2023-09-11/F10-2023-09-11-20230823_034500-757-795_bucaqq.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:21969"}},{"Del":{"text":"- [Link](https://res.cloudinary.com/dofwwje6q/video/upload/v1694750898/Pomona/2023-09-11/F10-2023-09-11-20230814_211500-0-70_mkbvun.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:22106"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:22107"}},{"Del":{"text":"__G05__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:22115"}},{"Del":{"text":"- [Link](https://res.cloudinary.com/dofwwje6q/video/upload/v1694750873/Pomona/2023-09-11/G05-2023-09-11-20230909_011500-170-205_ngn1qc.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:22255"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:22256"}},{"Del":{"text":"__H04__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:22264"}},{"Del":{"text":"- [Link](https://res.cloudinary.com/dofwwje6q/video/upload/v1694750864/Pomona/2023-09-11/H04-2023-09-11-20230902_040000-435-470_flqqce.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:22404"}},{"Del":{"text":"- [Link](https://res.cloudinary.com/dofwwje6q/video/upload/v1694750870/Pomona/2023-09-11/H04-2023-09-11-20230819_001501-702-718_lqkhiy.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:22544"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:22545"}},{"Del":{"text":"__J06__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:22553"}},{"Del":{"text":"- [Link](https://res.cloudinary.com/dofwwje6q/video/upload/v1694750862/Pomona/2023-09-11/J06-2023-09-11-20230805_033000-435-465_cqgete.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:22693"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:22694"}},{"Del":{"text":"__M04__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:22702"}},{"Del":{"text":"- [Link](https://res.cloudinary.com/dofwwje6q/video/upload/v1694750852/Pomona/2023-09-11/M04-2023-09-11-20230815_190000-750-825_ac3fio.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:22842"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:22843"}},{"Del":{"text":"__N08M__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:22852"}},{"Del":{"text":"- [Link](https://res.cloudinary.com/dofwwje6q/video/upload/v1694750896/Pomona/2023-09-11/N08M-2023-09-11-20230821_204500-717-743_pccxoc.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:22993"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:22994"}},{"Del":{"text":"__N20__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:23002"}},{"Del":{"text":"- [Link](https://res.cloudinary.com/dofwwje6q/video/upload/v1694750881/Pomona/2023-09-11/N20-2023-09-11-20230824_211500-672-705_czfnv9.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:23142"}},{"Del":{"text":"- [Link](https://res.cloudinary.com/dofwwje6q/video/upload/v1694750885/Pomona/2023-09-11/N20-2023-09-11-20230805_203000-357-378_freejx.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:23282"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:23283"}},{"Del":{"text":"__NB14__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:23292"}},{"Del":{"text":"- [Link](https://res.cloudinary.com/dofwwje6q/video/upload/v1694750866/Pomona/2023-09-11/NB14-2023-09-11-20230828_040001-97-128_pajdvb.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:23432"}},{"Del":{"text":"- [Link](https://res.cloudinary.com/dofwwje6q/video/upload/v1694750869/Pomona/2023-09-11/NB14-2023-09-11-20230828_010000-717-775_gl2tvv.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:23573"}},{"Del":{"text":"- [Link](https://res.cloudinary.com/dofwwje6q/video/upload/v1694750876/Pomona/2023-09-11/NB14-2023-09-11-20230728_181500-337-365_pf15ce.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:23714"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:23715"}},{"Del":{"text":"__S13T__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:23724"}},{"Del":{"text":"- [Link](https://res.cloudinary.com/dofwwje6q/video/upload/v1694750860/Pomona/2023-09-11/S13T-2023-09-11-20230825_210000-737-768_mab6c3.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:23865"}},{"Del":{"text":"- [Link](https://res.cloudinary.com/dofwwje6q/video/upload/v1694750861/Pomona/2023-09-11/S13T-2023-09-11-20230813_033000-637-683_j3j6s3.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:24006"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:24007"}},{"Del":{"text":"__S23__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:24015"}},{"Del":{"text":"- [Link](https://res.cloudinary.com/dofwwje6q/video/upload/v1694750853/Pomona/2023-09-11/S23-2023-09-11-20230825_223000-817-875_jzn2se.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:24155"}},{"Del":{"text":"- [Link](https://res.cloudinary.com/dofwwje6q/video/upload/v1694750859/Pomona/2023-09-11/S23-2023-09-11-20230812_230000-755-788_wsoiyh.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:24295"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:24296"}},{"Del":{"text":"__V04__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:24304"}},{"Del":{"text":"- [Link](https://res.cloudinary.com/dofwwje6q/video/upload/v1694750846/Pomona/2023-09-11/V04-2023-09-11-20230825_230000-0-23_snhw8t.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:24441"}},{"Del":{"text":"- [Link](https://res.cloudinary.com/dofwwje6q/video/upload/v1694750848/Pomona/2023-09-11/V04-2023-09-11-20230825_224500-872-895_aggrpl.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:24581"}},{"Del":{"text":"- [Link](https://res.cloudinary.com/dofwwje6q/video/upload/v1694750849/Pomona/2023-09-11/V04-2023-09-11-20230825_223000-112-168_yvevek.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:24721"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:24722"}},{"Del":{"text":"__W04__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:24730"}},{"Del":{"text":"- [Link](https://res.cloudinary.com/dofwwje6q/video/upload/v1694750845/Pomona/2023-09-11/W04-2023-09-11-20230810_043000-107-138_qnsnzu.mp4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:24870"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:24871"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:24872"}},{"Del":{"text":"[Subscribe](https://tinyletter.com/fiordlandpacks) to newsletter.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:24938"}},{"Del":{"text":"@@","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:24941"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:24942"}},{"Del":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:24949"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:24950"}},{"Del":{"text":" * Back to [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:24979"}}]}},{"FileDel":{"deleted_names":[{"basename":"2023-10-19.md","metadata":0}],"del":{"EdgeMap":{"edges":[{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":395},"to":{"change":3,"start":13610,"end":13647},"introduced_by":3},{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":13647},"to":{"change":3,"start":12498,"end":12498},"introduced_by":3}],"inode":{"change":3,"pos":12498}}},"content_edges":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":3,"pos":12498},"to":{"change":3,"start":12499,"end":13609},"introduced_by":3}],"inode":{"change":3,"pos":12498}},"content":[{"Del":{"text":"@def title = \"2023-10-19\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12524"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12525"}},{"Del":{"text":"# 2023-10-19","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12538"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12539"}},{"Del":{"text":"__To:__ Pomona","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12554"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12555"}},{"Del":{"text":"__How:__ Volunteers of the Pomona Island Charitable trust collected 10 temporary moths placed in late July (to better cover the island for the noisiest time of year). ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12723"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12724"}},{"Del":{"text":"Thank you, it was a big ask.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12753"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12754"}},{"Del":{"text":"## Note","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12762"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12763"}},{"Del":{"text":"I have merged this data with the data from the 2023-11-02 trip, here it is for easy reference. All of this data is included in the 2023-11-02 trip.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12911"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12912"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12998"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12999"}},{"Del":{"text":"> It is possible that the high male call rates at CB11, S13T, S23, V04, which correspond with high and falling female call rates at the same locations, were incubating an egg. S23/CB11 are quite close and may be the same birds.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13227"}},{"Del":{"text":"> A11 and N08M show the same pattern at a lower call rate.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13286"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13287"}},{"Del":{"text":"## Overview","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13299"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13300"}},{"Del":{"text":"\\tableinput{}{/assets/trips/tableinput/2023-10-19.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13355"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13356"}},{"Del":{"text":"## Calls per Hour","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13374"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13375"}},{"Del":{"text":"\\tableinput{}{/assets/trips/tableinput/2023-10-19-cph.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13434"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13435"}},{"Del":{"text":"## Changes","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13446"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13447"}},{"Del":{"text":"![Female Calls per Hour](/assets/trips/2023-10-19-fsg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13506"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13507"}},{"Del":{"text":"---","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13511"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13512"}},{"Del":{"text":"![Male Calls per Hour](/assets/trips/2023-10-19-msg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13569"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13570"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13571"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13572"}},{"Del":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13579"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13580"}},{"Del":{"text":" * Back to [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13609"}}]}},{"FileDel":{"deleted_names":[{"basename":"2023-11-02.md","metadata":0}],"del":{"EdgeMap":{"edges":[{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":395},"to":{"change":3,"start":12459,"end":12496},"introduced_by":3},{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":12496},"to":{"change":3,"start":10184,"end":10184},"introduced_by":3}],"inode":{"change":3,"pos":10184}}},"content_edges":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":3,"pos":10184},"to":{"change":3,"start":10185,"end":12458},"introduced_by":3}],"inode":{"change":3,"pos":10184}},"content":[{"Del":{"text":"@def title = \"2023-11-02\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10210"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10211"}},{"Del":{"text":"# 2023-11-02","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10224"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10225"}},{"Del":{"text":"__To:__ Pomona","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10240"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10241"}},{"Del":{"text":"__How:__ By bike, foot, raft, foot, bike.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10283"}},{"Del":{"text":"## Overview","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10295"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10296"}},{"Del":{"text":"\\tableinput{}{/assets/trips/tableinput/2023-11-02.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10351"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10352"}},{"Del":{"text":"## Calls per Hour","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10370"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10371"}},{"Del":{"text":"\\tableinput{}{/assets/trips/tableinput/2023-11-02-cph.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10430"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10431"}},{"Del":{"text":"## Changes","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10442"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10443"}},{"Del":{"text":"![Female Calls per Hour](/assets/trips/2023-11-02-fsg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10502"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10503"}},{"Del":{"text":"---","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10507"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10508"}},{"Del":{"text":"![Male Calls per Hour](/assets/trips/2023-11-02-msg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10565"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10566"}},{"Del":{"text":"## Newsletter","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10580"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10581"}},{"Del":{"text":"@@newsletter","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10594"}},{"Del":{"text":"__2023-11-02__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10609"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10610"}},{"Del":{"text":"I was on Pomona betweeen then 1st and 3rd of November to:","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10668"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10669"}},{"Del":{"text":"- service 10 permanent kiwi micro moths.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10710"}},{"Del":{"text":"- place 3 new moths in trap boxes.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10745"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10746"}},{"Del":{"text":"The weather was calm and beautiful.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10782"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10783"}},{"Del":{"text":"Active Moth Locations","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10805"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10806"}},{"Del":{"text":"- Micro Moths: C05, D03, D09, F10, G05, H04, M04, N14, N20, NB14","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10871"}},{"Del":{"text":"- Pomona Box Moths: D03, H09, P09","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10905"}},{"Del":{"text":"- Pomona 1/30 Moths: C03, G05, H01, J11, P09 (not checked)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10964"}},{"Del":{"text":"- Rona 1/30 Moths: 287, 343, 620, 635, 778.1 (not checked)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:11023"}},{"Del":{"text":"- Rona Box Moths: Simons Camp","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:11053"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:11054"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:11055"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:11056"}},{"Del":{"text":"Some Audio:","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:11068"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:11069"}},{"Del":{"text":"Apologies, I can't describe each link. Luck of the draw. Most are closer duets or female kiwi.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:11164"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:11165"}},{"Del":{"text":"__D03__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:11173"}},{"Del":{"text":"- [Link](https://res.cloudinary.com/dofwwje6q/video/upload/v1699726361/Pomona/2023-11-02/D03-2023-11-02-20230918_190000-610-638_tmsag5.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:11313"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:11314"}},{"Del":{"text":"__M04__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:11322"}},{"Del":{"text":"- [Link](https://res.cloudinary.com/dofwwje6q/video/upload/v1699726363/Pomona/2023-11-02/M04-2023-11-02-20230920_013000-502-530_bmvrl4.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:11462"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:11463"}},{"Del":{"text":"__NB14__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:11472"}},{"Del":{"text":"- [Link](https://res.cloudinary.com/dofwwje6q/video/upload/v1699726365/Pomona/2023-11-02/NB14-2023-11-02-20230926_061500-140-150_ghvrq8.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:11613"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:11614"}},{"Del":{"text":"__N14__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:11622"}},{"Del":{"text":"- [Link](https://res.cloudinary.com/dofwwje6q/video/upload/v1699726366/Pomona/2023-11-02/N14-2023-10-19-20231016_214500-450-498_afeks0.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:11762"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:11763"}},{"Del":{"text":"__S13T__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:11772"}},{"Del":{"text":"- [Link](https://res.cloudinary.com/dofwwje6q/video/upload/v1699726367/Pomona/2023-11-02/S13T-2023-10-19-20230915_224500-62-78_rdwhue.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:11911"}},{"Del":{"text":"- [Link](https://res.cloudinary.com/dofwwje6q/video/upload/v1699726369/Pomona/2023-11-02/S13T-2023-10-19-20230924_223000-62-100_j5hpd1.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12051"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12052"}},{"Del":{"text":"__N20__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12060"}},{"Del":{"text":"- [Link](https://res.cloudinary.com/dofwwje6q/video/upload/v1699726367/Pomona/2023-11-02/N20-2023-11-02-20230930_033000-847-880_mbpnv3.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12200"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12201"}},{"Del":{"text":"__W04__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12209"}},{"Del":{"text":"- [Link](https://res.cloudinary.com/dofwwje6q/video/upload/v1699726371/Pomona/2023-11-02/W04-2023-10-19-20230920_011501-500-538_whpevh.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12349"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12350"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12351"}},{"Del":{"text":"[Subscribe](https://tinyletter.com/fiordlandpacks) to newsletter.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12417"}},{"Del":{"text":"@@","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12420"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12421"}},{"Del":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12428"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12429"}},{"Del":{"text":" * Back to [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12458"}}]}},{"FileDel":{"deleted_names":[{"basename":"index.md","metadata":0}],"del":{"EdgeMap":{"edges":[{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":395},"to":{"change":3,"start":10150,"end":10182},"introduced_by":3},{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":10182},"to":{"change":3,"start":414,"end":414},"introduced_by":3}],"inode":{"change":3,"pos":414}}},"content_edges":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":3,"pos":414},"to":{"change":3,"start":415,"end":10149},"introduced_by":3}],"inode":{"change":3,"pos":414}},"content":[{"Del":{"text":"@def title = \"Trips\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:435"}},{"Del":{"text":"@def reeval = true","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:454"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:455"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:646"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:647"}},{"Del":{"text":"```julia:./tableinput/gen #hideall","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:682"}},{"Del":{"text":"using CSV, DataFrames, DataFramesMeta, DuckDB, Dates, Statistics, VegaLite","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:757"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:758"}},{"Del":{"text":"function get_trip_dates()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:784"}},{"Del":{"text":" con = DBInterface.connect(DuckDB.DB, \"/Volumes/SSD1/AudioData.duckdb\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:857"}},{"Del":{"text":" a=DBInterface.execute(con, \"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:888"}},{"Del":{"text":" \tSELECT l.*, f.file, f.location, f.trip_date","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:935"}},{"Del":{"text":"\tFROM pomona_labels_20230418 l","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:966"}},{"Del":{"text":"\tLEFT JOIN pomona_files f","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:992"}},{"Del":{"text":"\tON l.file = f.file AND l.location = f.location","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1040"}},{"Del":{"text":"\t; ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1044"}},{"Del":{"text":" \")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1049"}},{"Del":{"text":" DBInterface.close!(con)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1075"}},{"Del":{"text":" df=DataFrame(a)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1093"}},{"Del":{"text":" return levels(df.trip_date)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1123"}},{"Del":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1127"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1128"}},{"Del":{"text":"#@info get_trip_dates()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1152"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1153"}},{"Del":{"text":"function trip_stats(td::Dates.Date)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1189"}},{"Del":{"text":" con = DBInterface.connect(DuckDB.DB, \"/Volumes/SSD1/AudioData.duckdb\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1262"}},{"Del":{"text":" a=DBInterface.execute(con, \"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1293"}},{"Del":{"text":" \tSELECT location AS Location, ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1326"}},{"Del":{"text":" SUM(CAST(male AS INT)) AS Solo_Male, ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1370"}},{"Del":{"text":" SUM(CAST(female AS INT)) AS Solo_Female, ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1418"}},{"Del":{"text":" SUM(CAST(duet AS INT)) AS Duets, ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1458"}},{"Del":{"text":" SUM(CAST(male AS INT)) + SUM(CAST(female AS INT)) + SUM(CAST(duet AS INT)) + SUM(CAST(duet AS INT)) AS Individual,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1579"}},{"Del":{"text":" SUM(CAST(not_kiwi AS INT)) AS False_Positives","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1631"}},{"Del":{"text":" FROM (","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1644"}},{"Del":{"text":" \tSELECT l.*, f.file, f.location, f.trip_date","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1695"}},{"Del":{"text":"\t\tFROM pomona_labels_20230418 l","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1727"}},{"Del":{"text":"\t\tLEFT JOIN pomona_files f","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1754"}},{"Del":{"text":"\t\tON l.file = f.file AND l.location = f.location","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1803"}},{"Del":{"text":"\t\tWHERE f.trip_date = (DATE '$td')","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1838"}},{"Del":{"text":" \t)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1847"}},{"Del":{"text":" GROUP BY location","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1871"}},{"Del":{"text":" ORDER BY Individual DESC; ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1904"}},{"Del":{"text":" \")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1909"}},{"Del":{"text":" DBInterface.close!(con)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1935"}},{"Del":{"text":" df=DataFrame(a)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1953"}},{"Del":{"text":" #select!(df, Not([:file_1, :location_1]))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1997"}},{"Del":{"text":" push!(df, [\"TOTAL\", sum(df.Solo_Male), sum(df.Solo_Female), sum(df.Duets), sum(df.Individual), sum(df.False_Positives),])","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2121"}},{"Del":{"text":" return df","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2133"}},{"Del":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2137"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2138"}},{"Del":{"text":"for tdate in get_trip_dates()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2168"}},{"Del":{"text":"\tdfx = trip_stats(tdate)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2193"}},{"Del":{"text":"\tCSV.write(\"./_assets/trips/tableinput/$tdate.csv\", dfx)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2250"}},{"Del":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2254"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2255"}},{"Del":{"text":"function get_calls_with_location_trip_date(loc::String, td::Dates.Date)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2327"}},{"Del":{"text":" con = DBInterface.connect(DuckDB.DB, \"/Volumes/SSD1/AudioData.duckdb\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2400"}},{"Del":{"text":" a=DBInterface.execute(con, \"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2431"}},{"Del":{"text":" SELECT","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2440"}},{"Del":{"text":" file,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2450"}},{"Del":{"text":" COALESCE(CAST(male AS INT), 0) AS male,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2494"}},{"Del":{"text":" COALESCE(CAST(female AS INT), 0) AS female,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2542"}},{"Del":{"text":" COALESCE(CAST(duet AS INT), 0) AS duet,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2586"}},{"Del":{"text":" FROM","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2593"}},{"Del":{"text":" (","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2599"}},{"Del":{"text":" \tSELECT m.*, n.file, n.location, n.trip_date","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2650"}},{"Del":{"text":"\t\tFROM pomona_labels_20230418 m","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2682"}},{"Del":{"text":"\t\tLEFT JOIN pomona_files n","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2709"}},{"Del":{"text":"\t\tON m.file = n.file AND m.location = n.location","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2758"}},{"Del":{"text":"\t\tWHERE n.trip_date = (DATE '$td')","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2793"}},{"Del":{"text":" \t)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2802"}},{"Del":{"text":" WHERE","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2810"}},{"Del":{"text":" location = '$loc';","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2833"}},{"Del":{"text":" \")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2838"}},{"Del":{"text":" DBInterface.close!(con) ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2865"}},{"Del":{"text":" a=DataFrame(a) ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2883"}},{"Del":{"text":" return a","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2894"}},{"Del":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2898"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2899"}},{"Del":{"text":"function get_files_with_location_trip_date(loc::String, td::Dates.Date)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2971"}},{"Del":{"text":" con = DBInterface.connect(DuckDB.DB, \"/Volumes/SSD1/AudioData.duckdb\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3044"}},{"Del":{"text":" a=DBInterface.execute(con, \"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3075"}},{"Del":{"text":" SELECT","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3084"}},{"Del":{"text":" file,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3094"}},{"Del":{"text":" time_bucket(INTERVAL '60 minutes', local_date_time) AS bucket,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3161"}},{"Del":{"text":" night,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3172"}},{"Del":{"text":" FROM","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3179"}},{"Del":{"text":" pomona_files","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3196"}},{"Del":{"text":" WHERE","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3204"}},{"Del":{"text":" location = '$loc' AND trip_date = (DATE '$td'); ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3257"}},{"Del":{"text":" \")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3262"}},{"Del":{"text":" DBInterface.close!(con) ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3289"}},{"Del":{"text":" a=DataFrame(a)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3306"}},{"Del":{"text":" b=filter(row -> row.night = true, a)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3345"}},{"Del":{"text":" select!(b, Not([:night]))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3373"}},{"Del":{"text":" return b","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3384"}},{"Del":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3388"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3389"}},{"Del":{"text":"function get_location_calls_per_hour(loc::String, td::Dates.Date)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3455"}},{"Del":{"text":" l=DataFrame(get_calls_with_location_trip_date(\"$loc\", td))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3516"}},{"Del":{"text":" f=DataFrame(get_files_with_location_trip_date(\"$loc\", td))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3577"}},{"Del":{"text":" df=outerjoin(f, l, on = :file)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3610"}},{"Del":{"text":" select!(df, Not([:file]))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3638"}},{"Del":{"text":" df=coalesce.(df, 0)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3660"}},{"Del":{"text":" gdf = groupby(df, :bucket)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3689"}},{"Del":{"text":" cdf = combine(gdf, :male => sum, :female => sum, :duet => sum)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3754"}},{"Del":{"text":" @transform!(cdf, @byrow :male = :male_sum + :duet_sum)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3811"}},{"Del":{"text":" @transform!(cdf, @byrow :female = :female_sum + :duet_sum)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3872"}},{"Del":{"text":" rename!(cdf, :duet_sum => :duet)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3907"}},{"Del":{"text":" select!(cdf, Not([:male_sum, :female_sum]))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3953"}},{"Del":{"text":" # there is a lot of data here for further analysis, for now mean calls only.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4032"}},{"Del":{"text":" mm=round(mean(cdf.male); digits=4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4069"}},{"Del":{"text":" fm=round(mean(cdf.female); digits=4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4108"}},{"Del":{"text":" dm=round(mean(cdf.duet); digits=4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4145"}},{"Del":{"text":" row = [loc, mm, fm, dm]","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4171"}},{"Del":{"text":" return row","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4184"}},{"Del":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4188"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4189"}},{"Del":{"text":"function get_location_list(td::Dates.Date)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232"}},{"Del":{"text":" con = DBInterface.connect(DuckDB.DB, \"/Volumes/SSD1/AudioData.duckdb\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4305"}},{"Del":{"text":" a=DBInterface.execute(con, \"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4336"}},{"Del":{"text":" SELECT","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4347"}},{"Del":{"text":" l.location AS locations,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4378"}},{"Del":{"text":" SUM(CAST(l.male AS INT)) + SUM(CAST(l.female AS INT)) + SUM(CAST(l.duet AS INT)) + SUM(CAST(l.duet AS INT)) AS calls,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4502"}},{"Del":{"text":" FROM ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4512"}},{"Del":{"text":" (","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4520"}},{"Del":{"text":" \tSELECT m.*, n.file, n.location, n.trip_date","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4571"}},{"Del":{"text":"\t\tFROM pomona_labels_20230418 m","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4603"}},{"Del":{"text":"\t\tLEFT JOIN pomona_files n","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4630"}},{"Del":{"text":"\t\tON m.file = n.file AND m.location = n.location","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4679"}},{"Del":{"text":"\t\tWHERE n.trip_date = (DATE '$td')","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4714"}},{"Del":{"text":" \t) AS l","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4728"}},{"Del":{"text":" WHERE ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4739"}},{"Del":{"text":" l.male = true OR l.female = true OR l.duet = true","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4795"}},{"Del":{"text":" GROUP BY","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4808"}},{"Del":{"text":" l.location","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4825"}},{"Del":{"text":" ORDER BY","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4838"}},{"Del":{"text":" calls DESC;","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4856"}},{"Del":{"text":" \")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4861"}},{"Del":{"text":" DBInterface.close!(con)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4887"}},{"Del":{"text":" a=DataFrame(a)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4904"}},{"Del":{"text":" return a.locations","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4925"}},{"Del":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4929"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4930"}},{"Del":{"text":"dxdf = DataFrame(location = String[]) #duet","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4974"}},{"Del":{"text":"sxdf = DataFrame(location = String[]) #idividual","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5023"}},{"Del":{"text":"mxdf = DataFrame(location = String[]) #male","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5067"}},{"Del":{"text":"fxdf = DataFrame(location = String[]) #female","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5113"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5114"}},{"Del":{"text":"for tdate in get_trip_dates()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5144"}},{"Del":{"text":" df = DataFrame(","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5162"}},{"Del":{"text":" location = String[],","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5187"}},{"Del":{"text":" male = Float64[],","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5209"}},{"Del":{"text":" female = Float64[],","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5233"}},{"Del":{"text":" duet = Float64[]","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5254"}},{"Del":{"text":" )","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5258"}},{"Del":{"text":" for location in get_location_list(tdate)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5301"}},{"Del":{"text":" \tx=get_location_calls_per_hour(location, tdate)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5351"}},{"Del":{"text":" push!(df, x)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5368"}},{"Del":{"text":" end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5374"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5375"}},{"Del":{"text":" @transform!(df, @byrow :individual = (:male + :female) |> x -> round(x, digits=4))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5460"}},{"Del":{"text":" sort!(df, [:individual], rev=true)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5497"}},{"Del":{"text":" param=Dates.format(tdate, \"yyyy-mm-dd\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5539"}},{"Del":{"text":" local sdf = DataFrame(","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5564"}},{"Del":{"text":" \"location\" => copy(df.location),","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5601"}},{"Del":{"text":" param => copy(df.individual)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5634"}},{"Del":{"text":" )","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5640"}},{"Del":{"text":" local ddf = DataFrame(","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5665"}},{"Del":{"text":" \"location\" => copy(df.location),","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5702"}},{"Del":{"text":" param => copy(df.duet)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5729"}},{"Del":{"text":" )","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5735"}},{"Del":{"text":" local mdf = DataFrame(","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5761"}},{"Del":{"text":" \"location\" => copy(df.location),","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5798"}},{"Del":{"text":" param => copy(df.male)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5825"}},{"Del":{"text":" )","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5831"}},{"Del":{"text":" local fdf = DataFrame(","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5858"}},{"Del":{"text":" \"location\" => copy(df.location),","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5895"}},{"Del":{"text":" param => copy(df.female)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5924"}},{"Del":{"text":" )","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5930"}},{"Del":{"text":" # needs to be here before the push to add total","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5980"}},{"Del":{"text":" global dxdf = outerjoin(dxdf, ddf, on = :location)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:6033"}},{"Del":{"text":" global sxdf = outerjoin(sxdf, sdf, on = :location)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:6086"}},{"Del":{"text":" global mxdf = outerjoin(mxdf, mdf, on = :location)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:6139"}},{"Del":{"text":" global fxdf = outerjoin(fxdf, fdf, on = :location)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:6192"}},{"Del":{"text":" # add total row at bottom of call peer hour table","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:6244"}},{"Del":{"text":" push!(df, [\"TOTAL\", df.male |> mean |> x -> round(x, digits=4), df.female |> mean |> x -> round(x, digits=4), df.duet |> mean |> x -> round(x, digits=4), df.individual |> mean |> x -> round(x, digits=4)])","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:6451"}},{"Del":{"text":" CSV.write(\"./_assets/trips/tableinput/$(tdate)-cph.csv\", df)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:6514"}},{"Del":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:6518"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:6519"}},{"Del":{"text":"sort!(sxdf)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:6531"}},{"Del":{"text":"sort!(dxdf)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:6543"}},{"Del":{"text":"sort!(mxdf)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:6555"}},{"Del":{"text":"sort!(fxdf)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:6567"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:6568"}},{"Del":{"text":"stack(sxdf, Not([:location]), variable_name=:trip_date, value_name=:calls_per_hour) |> ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:6656"}},{"Del":{"text":" @vlplot(:rect, y=:location, x=\"trip_date:o\", color=:calls_per_hour) |>","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:6729"}},{"Del":{"text":" x -> save(\"./_assets/trips/calls_per_hour_by_location_trip_date.svg\", x)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:6804"}},{"Del":{"text":"stack(dxdf, Not([:location]), variable_name=:trip_date, value_name=:duets_per_hour) |> ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:6892"}},{"Del":{"text":" @vlplot(:rect, y=:location, x=\"trip_date:o\", color=:duets_per_hour) |>","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:6965"}},{"Del":{"text":" x -> save(\"./_assets/trips/duets_per_hour_by_location_trip_date.svg\", x)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:7040"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:7041"}},{"Del":{"text":"#write tables for individual, duet, male, female","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:7090"}},{"Del":{"text":"something.(sxdf, missing) |> CSV.write(\"./_assets/trips/tableinput/summary_individual_cph.csv\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:7186"}},{"Del":{"text":"something.(dxdf, missing) |> CSV.write(\"./_assets/trips/tableinput/summary_duets_cph.csv\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:7277"}},{"Del":{"text":"something.(mxdf, missing) |> CSV.write(\"./_assets/trips/tableinput/summary_male_cph.csv\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:7367"}},{"Del":{"text":"something.(fxdf, missing) |> CSV.write(\"./_assets/trips/tableinput/summary_female_cph.csv\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:7459"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:7460"}},{"Del":{"text":"#drop col 2022-03-23 because only N14 serviced and svg's already generated","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:7535"}},{"Del":{"text":"#lots of locations 2022-04-27 miss out on slope graph for N14/2022-03-23","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:7608"}},{"Del":{"text":"#if you change anything in the charts I may need to regenerate 2022-03-23 svg's","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:7688"}},{"Del":{"text":"#by commenting following then build, then uncomment, build again","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:7753"}},{"Del":{"text":"#####actually nothing burger because 18 moths only just put out there","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:7823"}},{"Del":{"text":"#left the new 2022-04-27 svg's in though and reverted to normal, so may need to ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:7904"}},{"Del":{"text":"#maintain them if I make changes","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:7937"}},{"Del":{"text":"#select!(mxdf, Not([\"2022-03-23\"]))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:7973"}},{"Del":{"text":"#select!(fxdf, Not([\"2022-03-23\"]))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8009"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8010"}},{"Del":{"text":"#male slope graphs","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8029"}},{"Del":{"text":"for col in 3:ncol(mxdf)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8053"}},{"Del":{"text":" df2=mxdf[:, [1, (col-1), col]] |> dropmissing","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8101"}},{"Del":{"text":" df3=stack(df2, Not([:location]), variable_name=:trip_date, value_name=:calls_per_hour) #|> ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8195"}},{"Del":{"text":" !isempty(df3) && df3 |> ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8222"}},{"Del":{"text":" @vlplot(mark={:line, strokeWidth=2}, width={step=100}, height=300, y=:calls_per_hour, x={\"trip_date:o\", scale={padding=0.5}}, color=:location, title=\"Male Calls per Hour\") |> ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8400"}},{"Del":{"text":" x -> save(\"./_assets/trips/$(levels(df3.trip_date)[end])-msg.svg\", x) ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8473"}},{"Del":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8477"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8478"}},{"Del":{"text":"#female slope graphs","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8499"}},{"Del":{"text":"for col in 3:ncol(fxdf)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8523"}},{"Del":{"text":" df2=fxdf[:, [1, (col-1), col]] |> dropmissing","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8571"}},{"Del":{"text":" df3=stack(df2, Not([:location]), variable_name=:trip_date, value_name=:calls_per_hour) #|> ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8665"}},{"Del":{"text":" !isempty(df3) && df3 |> ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8692"}},{"Del":{"text":" @vlplot(mark={:line, strokeWidth=2}, width={step=100}, height=300, y=:calls_per_hour, x={\"trip_date:o\", scale={padding=0.5}}, color=:location, title=\"Female Calls per Hour\") |> ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8872"}},{"Del":{"text":" x -> save(\"./_assets/trips/$(levels(df3.trip_date)[end])-fsg.svg\", x) ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8947"}},{"Del":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8951"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8952"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8953"}},{"Del":{"text":"```","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8957"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8958"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8959"}},{"Del":{"text":"# Trips","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8967"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8968"}},{"Del":{"text":"\\toc","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8973"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8974"}},{"Del":{"text":"## Kiwi Calls per Hour","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8997"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8998"}},{"Del":{"text":"![Calls per Hour](/assets/trips/calls_per_hour_by_location_trip_date.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9072"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9073"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9173"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9174"}},{"Del":{"text":"## Trip Reports","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9190"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9191"}},{"Del":{"text":"### 2023","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9200"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9201"}},{"Del":{"text":"* [2023-11-02](/trips/2023-11-02)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9235"}},{"Del":{"text":"* [2023-10-19](/trips/2023-10-19)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9269"}},{"Del":{"text":"* [2023-09-11](/trips/2023-09-11)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9303"}},{"Del":{"text":"* [2023-07-22](/trips/2023-07-22)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9337"}},{"Del":{"text":"* [2023-06-22](/trips/2023-06-22)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9371"}},{"Del":{"text":"* [2023-06-10](/trips/2023-06-10)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9405"}},{"Del":{"text":"* [2023-04-15](/trips/2023-04-15)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9439"}},{"Del":{"text":"* [2023-02-17](/trips/2023-02-17)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9473"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9474"}},{"Del":{"text":"### 2022","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9483"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9484"}},{"Del":{"text":"* [2022-12-17](/trips/2022-12-17)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9518"}},{"Del":{"text":"* [2022-10-08](/trips/2022-10-08)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9552"}},{"Del":{"text":"* [2022-08-27](/trips/2022-08-27)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9586"}},{"Del":{"text":"* [2022-06-18](/trips/2022-06-18)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9620"}},{"Del":{"text":"* [2022-05-27](/trips/2022-05-27)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9654"}},{"Del":{"text":"* [2022-04-27](/trips/2022-04-27)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9688"}},{"Del":{"text":"* [2022-03-23](/trips/2022-03-23)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9722"}},{"Del":{"text":"* [2022-02-25](/trips/2022-02-25)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9756"}},{"Del":{"text":"* [2022-02-12](/trips/2022-02-12)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9790"}},{"Del":{"text":"* [2022-01-17](/trips/2022-01-17)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9824"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9825"}},{"Del":{"text":"### 2021","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9834"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9835"}},{"Del":{"text":"* [2021-12-18](/trips/2021-12-18)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9869"}},{"Del":{"text":"* [2021-11-25](/trips/2021-11-25)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9903"}},{"Del":{"text":"* [2021-11-13](/trips/2021-11-13)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9937"}},{"Del":{"text":"* [2021-10-28](/trips/2021-10-28)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9971"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9972"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10067"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10068"}},{"Del":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10075"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10076"}},{"Del":{"text":"* [Kiwi Radio](https://podcasters.spotify.com/pod/show/skraak) (Spotify)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10149"}}]}},{"FileDel":{"deleted_names":[{"basename":"statistics","metadata":576}],"del":{"EdgeMap":{"edges":[{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":1},"to":{"change":3,"start":66362,"end":66383},"introduced_by":3},{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":66383},"to":{"change":3,"start":66361,"end":66361},"introduced_by":3}],"inode":{"change":3,"pos":66361}}},"content_edges":null,"content":[]}},{"FileDel":{"deleted_names":[{"basename":"aggregate.md","metadata":0}],"del":{"EdgeMap":{"edges":[{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":66361},"to":{"change":3,"start":4250287,"end":4250323},"introduced_by":3},{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":4250323},"to":{"change":3,"start":4246598,"end":4246598},"introduced_by":3}],"inode":{"change":3,"pos":4246598}}},"content_edges":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":3,"pos":4246598},"to":{"change":3,"start":4246599,"end":4250286},"introduced_by":3}],"inode":{"change":3,"pos":4246598}},"content":[{"Del":{"text":"@def title = \"Aggregate\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4246623"}},{"Del":{"text":"@def reeval = true","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4246642"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4246643"}},{"Del":{"text":"# Aggregate","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4246655"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4246656"}},{"Del":{"text":"\\tableofcontents","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4246673"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4246674"}},{"Del":{"text":"```julia:./calls_per_hour.jl #hideall","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4246712"}},{"Del":{"text":"using CSV, DataFrames, DuckDB, Dates, Statistics, VegaLite","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4246771"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4246772"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4246773"}},{"Del":{"text":"function get_calls_per_hour()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4246803"}},{"Del":{"text":" con = DBInterface.connect(DuckDB.DB, \"/Volumes/SSD1/AudioData.duckdb\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4246876"}},{"Del":{"text":" a=DBInterface.execute(con, \"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4246907"}},{"Del":{"text":" SELECT","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4246916"}},{"Del":{"text":" COALESCE(SUM(CAST(l.male AS INT)) + SUM(CAST(l.female AS INT)) + SUM(CAST(l.duet AS INT)) + SUM(CAST(l.duet AS INT)), 0) AS calls,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4247051"}},{"Del":{"text":" COALESCE(SUM(CAST(l.male AS INT)) + SUM(CAST(l.duet AS INT)), 0) AS male,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4247129"}},{"Del":{"text":" COALESCE(SUM(CAST(l.female AS INT)) + SUM(CAST(l.duet AS INT)), 0) AS female,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4247211"}},{"Del":{"text":" COALESCE(SUM(CAST(l.duet AS INT)), 0) AS duet,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4247262"}},{"Del":{"text":" time_bucket(INTERVAL '60 minutes', f.local_date_time) AS bucket,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4247331"}},{"Del":{"text":" FROM","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4247338"}},{"Del":{"text":" pomona_labels_20230418 AS l","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4247370"}},{"Del":{"text":" RIGHT OUTER JOIN","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4247389"}},{"Del":{"text":" (SELECT * FROM pomona_files WHERE night=true) AS f","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4247444"}},{"Del":{"text":" ON","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4247449"}},{"Del":{"text":" l.location = f.location AND l.file = f.file","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4247497"}},{"Del":{"text":" GROUP BY","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4247508"}},{"Del":{"text":" bucket","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4247519"}},{"Del":{"text":" ORDER BY","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4247530"}},{"Del":{"text":" bucket; ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4247543"}},{"Del":{"text":" \")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4247548"}},{"Del":{"text":" DBInterface.close!(con)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4247574"}},{"Del":{"text":" ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4247577"}},{"Del":{"text":" return a","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4247588"}},{"Del":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4247592"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4247593"}},{"Del":{"text":"df=get_calls_per_hour() |> DataFrame","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4247630"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4247631"}},{"Del":{"text":"# Aggregate","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4247643"}},{"Del":{"text":"df1=copy(df)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4247656"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4247657"}},{"Del":{"text":"println(\"Mean: \", round(mean(df1.calls), digits=2), \" calls per hour\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4247728"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4247729"}},{"Del":{"text":"rename!(df1, Dict(:bucket => \"hour_bucket\"))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4247774"}},{"Del":{"text":"description=describe(df1)[:,1:5]","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4247807"}},{"Del":{"text":"something.(description, missing) |> CSV.write(\"./_assets/statistics/tableinput/calls_per_hour_description.csv\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4247919"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4247920"}},{"Del":{"text":"W = df1 |>","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4247931"}},{"Del":{"text":" @vlplot(","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4247942"}},{"Del":{"text":" :point, ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4247955"}},{"Del":{"text":" x=:hour_bucket, ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4247976"}},{"Del":{"text":" y=:calls,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4247990"}},{"Del":{"text":" width=400,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4248005"}},{"Del":{"text":" height=400","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4248020"}},{"Del":{"text":" )","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4248024"}},{"Del":{"text":"save(\"./_assets/statistics/calls_per_hour_aggregate.svg\", W)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4248085"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4248086"}},{"Del":{"text":"df1.hour_bucket=map(x -> 1, df1.hour_bucket)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4248131"}},{"Del":{"text":"rename!(df1, Dict(:hour_bucket => \"count\"))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4248175"}},{"Del":{"text":"df1 = groupby(df1, :calls)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4248202"}},{"Del":{"text":"df1 = combine(df1, :count => sum )","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4248237"}},{"Del":{"text":"rename!(df1, Dict(:calls => \"calls_per_hour\", :count_sum => \"frequency\"))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4248311"}},{"Del":{"text":"V = df1 |>","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4248322"}},{"Del":{"text":" @vlplot(","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4248333"}},{"Del":{"text":" :bar,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4248343"}},{"Del":{"text":" x=:calls_per_hour,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4248366"}},{"Del":{"text":" y=:frequency,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4248384"}},{"Del":{"text":" width=400,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4248399"}},{"Del":{"text":" height=400","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4248414"}},{"Del":{"text":" )","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4248418"}},{"Del":{"text":"save(\"./_assets/statistics/calls_per_hour_frequency.svg\", V)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4248479"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4248480"}},{"Del":{"text":"# By Hour","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4248490"}},{"Del":{"text":"df2=copy(df)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4248503"}},{"Del":{"text":"df2.bucket = map(x -> hour(x), df2.bucket)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4248546"}},{"Del":{"text":"df2=groupby(df2, :bucket)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4248572"}},{"Del":{"text":"df2=combine(df2, :calls => mean, :male => mean, :female => mean, :duet => mean)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4248652"}},{"Del":{"text":"rename!(df2, Dict(:bucket => \"hour_bucket\"))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4248697"}},{"Del":{"text":"CSV.write(\"./_assets/statistics/tableinput/calls_per_hour.csv\", df2)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4248766"}},{"Del":{"text":"m=DataFrame(hour_bucket=df2.hour_bucket, mean=df2.male_mean, type=\"male\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4248840"}},{"Del":{"text":"f=DataFrame(hour_bucket=df2.hour_bucket, mean=df2.female_mean, type=\"female\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4248918"}},{"Del":{"text":"g1=vcat(m, f)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4248932"}},{"Del":{"text":"X = g1 |>","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4248942"}},{"Del":{"text":" @vlplot(","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4248953"}},{"Del":{"text":" :bar,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4248963"}},{"Del":{"text":" x=:hour_bucket,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4248983"}},{"Del":{"text":" y=:mean,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4248996"}},{"Del":{"text":" color=:type,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4249013"}},{"Del":{"text":" width=400,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4249028"}},{"Del":{"text":" height=400","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4249043"}},{"Del":{"text":" )","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4249047"}},{"Del":{"text":"save(\"./_assets/statistics/calls_per_hour.svg\", X) ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4249100"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4249101"}},{"Del":{"text":"# By Month","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4249112"}},{"Del":{"text":"df3=copy(df)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4249125"}},{"Del":{"text":"df3.bucket = map(x -> month(x), df3.bucket)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4249169"}},{"Del":{"text":"df3=groupby(df3, :bucket)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4249195"}},{"Del":{"text":"df3=combine(df3, :calls => mean, :male => mean, :female => mean, :duet => mean)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4249275"}},{"Del":{"text":"rename!(df3, Dict(:bucket => \"month\"))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4249314"}},{"Del":{"text":"CSV.write(\"./_assets/statistics/tableinput/calls_per_hour_by_month.csv\", df3)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4249392"}},{"Del":{"text":"m1=DataFrame(month=df3.month, mean=df3.male_mean, type=\"male\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4249455"}},{"Del":{"text":"f1=DataFrame(month=df3.month, mean=df3.female_mean, type=\"female\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4249522"}},{"Del":{"text":"g2=vcat(m1, f1)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4249538"}},{"Del":{"text":"Y = g2 |>","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4249548"}},{"Del":{"text":" @vlplot(","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4249559"}},{"Del":{"text":" :bar,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4249571"}},{"Del":{"text":" x=:month,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4249587"}},{"Del":{"text":" y=:mean,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4249602"}},{"Del":{"text":" color=:type,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4249621"}},{"Del":{"text":" width=400,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4249638"}},{"Del":{"text":" height=400","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4249655"}},{"Del":{"text":" )","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4249659"}},{"Del":{"text":"save(\"./_assets/statistics/calls_per_hour_by_month.svg\", Y) ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4249721"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4249722"}},{"Del":{"text":"```","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4249726"}},{"Del":{"text":"## Dataset","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4249737"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4249738"}},{"Del":{"text":"\\output{./calls_per_hour.jl}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4249767"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4249768"}},{"Del":{"text":"![Calls per Hour](/assets/statistics/calls_per_hour_aggregate.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4249835"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4249836"}},{"Del":{"text":"\\tableinput{}{statistics/tableinput/calls_per_hour_description.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4249904"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4249905"}},{"Del":{"text":"## Distribution","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4249921"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4249922"}},{"Del":{"text":"![Calls per Hour](/assets/statistics/calls_per_hour_frequency.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4249989"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4249990"}},{"Del":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4249997"}},{"Del":{"text":" * [When](/statistics/when)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4250026"}},{"Del":{"text":" * [Location](/statistics/location)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4250063"}},{"Del":{"text":" * [Weather](/statistics/weather)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4250098"}},{"Del":{"text":" * [Moon](/statistics/moon)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4250127"}},{"Del":{"text":" * [Rats](/statistics/rats)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4250156"}},{"Del":{"text":" * [Gender](/statistics/gender)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4250189"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4250190"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4250191"}},{"Del":{"text":" * [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4250211"}},{"Del":{"text":" * [Kiwi Radio](https://podcasters.spotify.com/pod/show/skraak) (Spotify)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4250286"}}]}},{"FileDel":{"deleted_names":[{"basename":"gender.md","metadata":0}],"del":{"EdgeMap":{"edges":[{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":66361},"to":{"change":3,"start":4246563,"end":4246596},"introduced_by":3},{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":4246596},"to":{"change":3,"start":4243916,"end":4243916},"introduced_by":3}],"inode":{"change":3,"pos":4243916}}},"content_edges":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":3,"pos":4243916},"to":{"change":3,"start":4243917,"end":4246562},"introduced_by":3}],"inode":{"change":3,"pos":4243916}},"content":[{"Del":{"text":"@def title = \"Calls by Gender\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4243947"}},{"Del":{"text":"@def reeval = true","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4243966"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4243967"}},{"Del":{"text":"# Calls By Gender","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4243985"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4243986"}},{"Del":{"text":"\\tableofcontents","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4244003"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4244004"}},{"Del":{"text":"## Overview","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4244016"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4244017"}},{"Del":{"text":"```julia:./tableinput/gen #hideall","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4244052"}},{"Del":{"text":"using CSV, DataFrames, DuckDB","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4244082"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4244083"}},{"Del":{"text":"function get_aggregate_X_calls(label::String)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4244129"}},{"Del":{"text":" con = DBInterface.connect(DuckDB.DB, \"/Volumes/SSD1/AudioData.duckdb\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4244202"}},{"Del":{"text":" a=DBInterface.execute(con, \"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4244233"}},{"Del":{"text":" SELECT COUNT(*) AS Number_Calls,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4244270"}},{"Del":{"text":" FROM pomona_labels_20230418","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4244304"}},{"Del":{"text":" WHERE $label = TRUE","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4244330"}},{"Del":{"text":" ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4244335"}},{"Del":{"text":" \")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4244340"}},{"Del":{"text":" DBInterface.close!(con)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4244366"}},{"Del":{"text":" df=DataFrame(a)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4244384"}},{"Del":{"text":" return df.Number_Calls[1]","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4244412"}},{"Del":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4244416"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4244417"}},{"Del":{"text":"duets = get_aggregate_X_calls(\"duet\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4244455"}},{"Del":{"text":"male = get_aggregate_X_calls(\"male\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4244492"}},{"Del":{"text":"female= get_aggregate_X_calls(\"female\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4244532"}},{"Del":{"text":"total = 2*duets + male + female","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4244564"}},{"Del":{"text":"male_percent = round(((male + duets) / total * 100); digits=2)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4244627"}},{"Del":{"text":"female_percent = round(((female + duets) / total * 100); digits=2)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4244694"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4244695"}},{"Del":{"text":"table = DataFrame(\"\" => [\"Male\", \"Female\"],","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4244739"}},{"Del":{"text":" \"Number\" => [(male + duets), (female + duets)],","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4244804"}},{"Del":{"text":" \"Percent\" => [male_percent, female_percent])","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4244866"}},{"Del":{"text":"CSV.write(\"./_assets/statistics/tableinput/gender_calls.csv\", table)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4244935"}},{"Del":{"text":"```","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4244939"}},{"Del":{"text":"\\tableinput{}{statistics/tableinput/gender_calls.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4244993"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4244994"}},{"Del":{"text":"### Why?","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4245003"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4245004"}},{"Del":{"text":"- Male kiwi call more _or_ male calls carry further.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4245057"}},{"Del":{"text":"- Could my model be missing female calls?","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4245099"}},{"Del":{"text":"- Am I misclassifying some male calls as female?","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4245148"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4245149"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4246453"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4246454"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4246455"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4246456"}},{"Del":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4246463"}},{"Del":{"text":" ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4246466"}},{"Del":{"text":" * [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4246486"}},{"Del":{"text":" * [Kiwi Radio](https://podcasters.spotify.com/pod/show/skraak) (Spotify)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4246561"}}]}},{"FileDel":{"deleted_names":[{"basename":"haast.md","metadata":0}],"del":{"EdgeMap":{"edges":[{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":66361},"to":{"change":3,"start":4243882,"end":4243914},"introduced_by":3},{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":4243914},"to":{"change":3,"start":4234234,"end":4234234},"introduced_by":3}],"inode":{"change":3,"pos":4234234}}},"content_edges":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":3,"pos":4234234},"to":{"change":3,"start":4234235,"end":4243881},"introduced_by":3}],"inode":{"change":3,"pos":4234234}},"content":[{"Del":{"text":"@def title = \"Haast Tokoeka\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4234263"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4234264"}},{"Del":{"text":"# Haast Tokoeka","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4234280"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4234281"}},{"Del":{"text":"\\tableofcontents","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4234298"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4234299"}},{"Del":{"text":"## Kiwi Calls","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4234313"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4234314"}},{"Del":{"text":"```julia:./haast_aggregate_calls.jl #hideall","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4234359"}},{"Del":{"text":"using CSV, DataFrames, DuckDB","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4234389"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4234390"}},{"Del":{"text":"function get_aggregate_X_calls(label::String)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4234436"}},{"Del":{"text":" con = DBInterface.connect(DuckDB.DB, \"/Volumes/SSD1/AudioData.duckdb\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4234509"}},{"Del":{"text":" a=DBInterface.execute(con, \"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4234540"}},{"Del":{"text":" SELECT COUNT(*) AS Number_Calls,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4234577"}},{"Del":{"text":" FROM tuning_fork_labels_20230907","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4234616"}},{"Del":{"text":" WHERE $label = TRUE","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4234642"}},{"Del":{"text":" ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4234647"}},{"Del":{"text":" \")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4234652"}},{"Del":{"text":" DBInterface.close!(con)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4234678"}},{"Del":{"text":" df=DataFrame(a)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4234696"}},{"Del":{"text":" return df.Number_Calls[1]","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4234724"}},{"Del":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4234728"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4234729"}},{"Del":{"text":"male = get_aggregate_X_calls(\"male\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4234766"}},{"Del":{"text":"female= get_aggregate_X_calls(\"female\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4234806"}},{"Del":{"text":"duets = get_aggregate_X_calls(\"duet\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4234844"}},{"Del":{"text":"total = male + female + 2*duets","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4234877"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4234878"}},{"Del":{"text":"table = DataFrame(\"Call Type\" => [\"Solo Male\", \"Solo Female\", \"Duets\", \"Individual\"],","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4234964"}},{"Del":{"text":" \"Number\" => [male, female, duets, total])","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4235023"}},{"Del":{"text":"CSV.write(\"./_assets/statistics/tableinput/haast_aggregate_calls.csv\", table )","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4235102"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4235103"}},{"Del":{"text":"```","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4235107"}},{"Del":{"text":"\\output{./haast_aggregate_calls.jl}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4235143"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4235144"}},{"Del":{"text":"\\tableinput{}{statistics/tableinput/haast_aggregate_calls.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4235207"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4235208"}},{"Del":{"text":"## Calls by Location","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4235229"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4235230"}},{"Del":{"text":"```julia:./haast_calls_by_location.jl #hideall","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4235277"}},{"Del":{"text":"using CSV, DataFrames, DuckDB","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4235307"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4235308"}},{"Del":{"text":"function get_calls_by_location()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4235341"}},{"Del":{"text":" con = DBInterface.connect(DuckDB.DB, \"/Volumes/SSD1/AudioData.duckdb\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4235414"}},{"Del":{"text":" a=DBInterface.execute(con, \"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4235445"}},{"Del":{"text":" SELECT location AS Location, ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4235479"}},{"Del":{"text":" SUM(CAST(male AS INT)) AS Solo_Male, ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4235523"}},{"Del":{"text":" SUM(CAST(female AS INT)) AS Solo_Female, ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4235571"}},{"Del":{"text":" SUM(CAST(duet AS INT)) AS Duets, ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4235611"}},{"Del":{"text":" SUM(CAST(male AS INT)) + SUM(CAST(female AS INT)) + SUM(CAST(duet AS INT)) + SUM(CAST(duet AS INT)) AS Individual,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4235732"}},{"Del":{"text":" SUM(CAST(not_kiwi AS INT)) AS False_Positives, ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4235786"}},{"Del":{"text":" SUM(CAST(close_call AS INT)) AS Close,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4235831"}},{"Del":{"text":" SUM(CAST(low_noise AS INT)) AS Low_Noise","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4235878"}},{"Del":{"text":" FROM tuning_fork_labels_20230907","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4235917"}},{"Del":{"text":" GROUP BY location; ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4235944"}},{"Del":{"text":" \")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4235949"}},{"Del":{"text":" DBInterface.close!(con)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4235975"}},{"Del":{"text":" df=DataFrame(a)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4235993"}},{"Del":{"text":" return df","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4236005"}},{"Del":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4236009"}},{"Del":{"text":"df=get_calls_by_location()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4236036"}},{"Del":{"text":"sort!(df, [:Individual], rev=[true])","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4236073"}},{"Del":{"text":"push!(df, [\"TOTAL\", sum(df.Solo_Male), sum(df.Solo_Female), sum(df.Duets), sum(df.Individual), sum(df.False_Positives), sum(skipmissing(df.Close)), sum(skipmissing(df.Low_Noise))])","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4236254"}},{"Del":{"text":"CSV.write(\"./_assets/statistics/tableinput/haast_calls_by_location.csv\", df)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4236331"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4236332"}},{"Del":{"text":"```","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4236336"}},{"Del":{"text":"\\output{./haast_calls_by_location.jl}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4236374"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4236375"}},{"Del":{"text":"\\tableinput{}{statistics/tableinput/haast_calls_by_location.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4236440"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4236441"}},{"Del":{"text":"```julia:./haast_calls_per_hour.jl #hideall","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4236485"}},{"Del":{"text":"using CSV, DataFrames, DuckDB, Dates, Statistics, VegaLite","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4236544"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4236545"}},{"Del":{"text":"function get_calls_per_hour()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4236575"}},{"Del":{"text":" con = DBInterface.connect(DuckDB.DB, \"/Volumes/SSD1/AudioData.duckdb\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4236648"}},{"Del":{"text":" a=DBInterface.execute(con, \"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4236679"}},{"Del":{"text":" SELECT","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4236688"}},{"Del":{"text":" COALESCE(SUM(CAST(l.male AS INT)) + SUM(CAST(l.female AS INT)) + SUM(CAST(l.duet AS INT)) + SUM(CAST(l.duet AS INT)), 0) AS calls,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4236823"}},{"Del":{"text":" COALESCE(SUM(CAST(l.male AS INT)) + SUM(CAST(l.duet AS INT)), 0) AS male,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4236901"}},{"Del":{"text":" COALESCE(SUM(CAST(l.female AS INT)) + SUM(CAST(l.duet AS INT)), 0) AS female,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4236983"}},{"Del":{"text":" COALESCE(SUM(CAST(l.duet AS INT)), 0) AS duet,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4237034"}},{"Del":{"text":" time_bucket(INTERVAL '60 minutes', f.local_date_time) AS bucket,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4237103"}},{"Del":{"text":" FROM","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4237110"}},{"Del":{"text":" tuning_fork_labels_20230907 AS l","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4237147"}},{"Del":{"text":" RIGHT OUTER JOIN","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4237166"}},{"Del":{"text":" (SELECT * FROM tuning_fork_files) AS f","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4237209"}},{"Del":{"text":" ON","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4237214"}},{"Del":{"text":" l.location = f.location AND l.file = f.file","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4237262"}},{"Del":{"text":" GROUP BY","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4237273"}},{"Del":{"text":" bucket","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4237284"}},{"Del":{"text":" ORDER BY","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4237295"}},{"Del":{"text":" bucket; ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4237308"}},{"Del":{"text":" \")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4237313"}},{"Del":{"text":" DBInterface.close!(con)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4237339"}},{"Del":{"text":" ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4237342"}},{"Del":{"text":" return a","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4237353"}},{"Del":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4237357"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4237358"}},{"Del":{"text":"df=get_calls_per_hour()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4237382"}},{"Del":{"text":"df=DataFrame(df)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4237399"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4237400"}},{"Del":{"text":"# Aggregate","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4237412"}},{"Del":{"text":"df1=copy(df)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4237425"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4237426"}},{"Del":{"text":"println(\"Mean: \", round(mean(df1.calls), digits=2), \" calls per hour\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4237497"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4237498"}},{"Del":{"text":"rename!(df1, Dict(:bucket => \"hour_bucket\"))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4237543"}},{"Del":{"text":"description=describe(df1)[:,1:5]","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4237576"}},{"Del":{"text":"something.(description, missing) |> CSV.write(\"./_assets/statistics/tableinput/haast_calls_per_hour_description.csv\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4237694"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4237695"}},{"Del":{"text":"W = df1 |>","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4237706"}},{"Del":{"text":" @vlplot(","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4237717"}},{"Del":{"text":" :point, ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4237730"}},{"Del":{"text":" x=:hour_bucket, ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4237751"}},{"Del":{"text":" y=:calls,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4237765"}},{"Del":{"text":" width=400,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4237780"}},{"Del":{"text":" height=400","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4237795"}},{"Del":{"text":" )","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4237799"}},{"Del":{"text":"save(\"./_assets/statistics/haast_calls_per_hour_aggregate.svg\", W)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4237866"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4237867"}},{"Del":{"text":"df1.hour_bucket=map(x -> 1, df1.hour_bucket)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4237912"}},{"Del":{"text":"rename!(df1, Dict(:hour_bucket => \"count\"))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4237956"}},{"Del":{"text":"df1 = groupby(df1, :calls)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4237983"}},{"Del":{"text":"df1 = combine(df1, :count => sum, :male => median, :female => median )","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4238054"}},{"Del":{"text":"rename!(df1, Dict(:calls => \"calls_per_hour\", :count_sum => \"frequency\"))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4238128"}},{"Del":{"text":"V = df1 |>","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4238139"}},{"Del":{"text":" @vlplot(","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4238150"}},{"Del":{"text":" :bar,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4238160"}},{"Del":{"text":" x=:calls_per_hour,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4238183"}},{"Del":{"text":" y=:frequency,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4238201"}},{"Del":{"text":" width=400,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4238216"}},{"Del":{"text":" height=400","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4238231"}},{"Del":{"text":" )","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4238235"}},{"Del":{"text":"save(\"./_assets/statistics/haast_calls_per_hour_frequency.svg\", V)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4238302"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4238303"}},{"Del":{"text":"df3 = select(df1, Not(:frequency))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4238338"}},{"Del":{"text":"rename!(df3, Dict(:male_median => \"male\", :female_median => \"female\"))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4238409"}},{"Del":{"text":"df3 = stack(df3, [:male, :female])","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4238444"}},{"Del":{"text":"rename!(df3, Dict(:variable => \"type\", :value => \"median_calls\"))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4238510"}},{"Del":{"text":"X = df3 |>","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4238521"}},{"Del":{"text":" @vlplot(","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4238532"}},{"Del":{"text":" :bar,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4238542"}},{"Del":{"text":" x=:calls_per_hour,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4238565"}},{"Del":{"text":" y=:median_calls,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4238586"}},{"Del":{"text":" color=:type,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4238603"}},{"Del":{"text":" width=400,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4238618"}},{"Del":{"text":" height=400","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4238633"}},{"Del":{"text":" )","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4238637"}},{"Del":{"text":"save(\"./_assets/statistics/haast_calls_per_hour_mf.svg\", X)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4238697"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4238698"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4238699"}},{"Del":{"text":"# By Hour","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4238709"}},{"Del":{"text":"df2=copy(df)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4238722"}},{"Del":{"text":"df2.bucket = map(x -> hour(x), df2.bucket)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4238765"}},{"Del":{"text":"df2=groupby(df2, :bucket)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4238791"}},{"Del":{"text":"df2=combine(df2, :calls => mean, :male => mean, :female => mean, :duet => mean)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4238871"}},{"Del":{"text":"rename!(df2, Dict(:bucket => \"hour_bucket\"))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4238916"}},{"Del":{"text":"CSV.write(\"./_assets/statistics/tableinput/calls_per_hour.csv\", df2)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4238985"}},{"Del":{"text":"m=DataFrame(hour_bucket=df2.hour_bucket, mean=df2.male_mean, type=\"male\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4239059"}},{"Del":{"text":"f=DataFrame(hour_bucket=df2.hour_bucket, mean=df2.female_mean, type=\"female\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4239137"}},{"Del":{"text":"g1=vcat(m, f)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4239151"}},{"Del":{"text":"X = g1 |>","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4239161"}},{"Del":{"text":" @vlplot(","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4239172"}},{"Del":{"text":" :bar,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4239182"}},{"Del":{"text":" x=:hour_bucket,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4239202"}},{"Del":{"text":" y=:mean,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4239215"}},{"Del":{"text":" color=:type,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4239232"}},{"Del":{"text":" width=200,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4239247"}},{"Del":{"text":" height=400","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4239262"}},{"Del":{"text":" )","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4239266"}},{"Del":{"text":"save(\"./_assets/statistics/haast_calls_per_hour.svg\", X) ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4239325"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4239326"}},{"Del":{"text":"```","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4239330"}},{"Del":{"text":"## Dataset","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4239341"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4239342"}},{"Del":{"text":"\\output{./haast_calls_per_hour.jl}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4239377"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4239378"}},{"Del":{"text":"![Calls per Hour](/assets/statistics/haast_calls_per_hour_aggregate.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4239451"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4239452"}},{"Del":{"text":"\\tableinput{}{statistics/tableinput/haast_calls_per_hour_description.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4239526"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4239527"}},{"Del":{"text":"## Distribution","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4239543"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4239544"}},{"Del":{"text":"![Calls per Hour](/assets/statistics/haast_calls_per_hour_frequency.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4239617"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4239618"}},{"Del":{"text":"![Gender](/assets/statistics/haast_calls_per_hour_mf.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4239676"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4239677"}},{"Del":{"text":"This chart plots median male + median female calls for all hour buckets with X calls, as a result male+female will not always equal the X value, but is close. ie this is the median number of male and female calls accross all 1 hour samples with X calls recorded. This is the total calls for all recorders, it is not per recorder.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4240007"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4240008"}},{"Del":{"text":"## Time of Day","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4240023"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4240024"}},{"Del":{"text":"Hour is UTC, to get to NZ time add 12 or 13 hours.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4240075"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4240076"}},{"Del":{"text":"![Calls per Hour](/assets/statistics/haast_calls_per_hour.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4240139"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4240140"}},{"Del":{"text":"## Month","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4240149"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4240150"}},{"Del":{"text":"All calls were recorded May to September 2020.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4240197"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4240198"}},{"Del":{"text":"```julia:./haast_calls_per_hour_by_location.jl #hideall","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4240254"}},{"Del":{"text":"using CSV, DataFrames, DataFramesMeta, DuckDB, Dates, Statistics, VegaLite","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4240329"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4240330"}},{"Del":{"text":"function get_calls_with_location(loc::String)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4240376"}},{"Del":{"text":" con = DBInterface.connect(DuckDB.DB, \"/Volumes/SSD1/AudioData.duckdb\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4240449"}},{"Del":{"text":" a=DBInterface.execute(con, \"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4240480"}},{"Del":{"text":" SELECT","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4240489"}},{"Del":{"text":" file,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4240499"}},{"Del":{"text":" COALESCE(CAST(male AS INT), 0) AS male,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4240543"}},{"Del":{"text":" COALESCE(CAST(female AS INT), 0) AS female,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4240591"}},{"Del":{"text":" COALESCE(CAST(duet AS INT), 0) AS duet,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4240635"}},{"Del":{"text":" FROM","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4240642"}},{"Del":{"text":" tuning_fork_labels_20230907","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4240674"}},{"Del":{"text":" WHERE","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4240682"}},{"Del":{"text":" location = '$loc';","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4240705"}},{"Del":{"text":" ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4240708"}},{"Del":{"text":" \")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4240713"}},{"Del":{"text":" DBInterface.close!(con) ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4240740"}},{"Del":{"text":" a=DataFrame(a) ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4240758"}},{"Del":{"text":" return a","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4240769"}},{"Del":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4240773"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4240774"}},{"Del":{"text":"function get_files_with_location(loc::String)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4240820"}},{"Del":{"text":" con = DBInterface.connect(DuckDB.DB, \"/Volumes/SSD1/AudioData.duckdb\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4240893"}},{"Del":{"text":" a=DBInterface.execute(con, \"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4240924"}},{"Del":{"text":" SELECT","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4240933"}},{"Del":{"text":" file,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4240943"}},{"Del":{"text":" time_bucket(INTERVAL '60 minutes', local_date_time) AS bucket","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4241009"}},{"Del":{"text":" FROM","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4241016"}},{"Del":{"text":" tuning_fork_files","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4241038"}},{"Del":{"text":" WHERE","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4241046"}},{"Del":{"text":" location = '$loc'","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4241068"}},{"Del":{"text":" ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4241071"}},{"Del":{"text":" \")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4241076"}},{"Del":{"text":" DBInterface.close!(con) ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4241103"}},{"Del":{"text":" a=DataFrame(a)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4241120"}},{"Del":{"text":" return a","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4241131"}},{"Del":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4241135"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4241136"}},{"Del":{"text":"function get_location_calls_per_hour(loc::String)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4241186"}},{"Del":{"text":" l=DataFrame(get_calls_with_location(\"$loc\"))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4241233"}},{"Del":{"text":" f=DataFrame(get_files_with_location(\"$loc\"))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4241280"}},{"Del":{"text":" df=outerjoin(f, l, on = :file)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4241313"}},{"Del":{"text":" select!(df, Not([:file]))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4241341"}},{"Del":{"text":" df=coalesce.(df, 0)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4241363"}},{"Del":{"text":" gdf = groupby(df, :bucket)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4241392"}},{"Del":{"text":" cdf = combine(gdf, :male => sum, :female => sum, :duet => sum)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4241457"}},{"Del":{"text":" @transform!(cdf, @byrow :male = :male_sum + :duet_sum)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4241514"}},{"Del":{"text":" @transform!(cdf, @byrow :female = :female_sum + :duet_sum)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4241575"}},{"Del":{"text":" rename!(cdf, :duet_sum => :duet)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4241610"}},{"Del":{"text":" select!(cdf, Not([:male_sum, :female_sum]))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4241656"}},{"Del":{"text":" # there is a lot of data here for further analysis, for now mean calls only.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4241735"}},{"Del":{"text":" mm=round(mean(cdf.male); digits=4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4241772"}},{"Del":{"text":" fm=round(mean(cdf.female); digits=4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4241811"}},{"Del":{"text":" dm=round(mean(cdf.duet); digits=4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4241848"}},{"Del":{"text":" row = [loc, mm, fm, dm]","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4241874"}},{"Del":{"text":" return row","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4241887"}},{"Del":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4241891"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4241892"}},{"Del":{"text":"function get_location_list()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4241921"}},{"Del":{"text":" con = DBInterface.connect(DuckDB.DB, \"/Volumes/SSD1/AudioData.duckdb\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4241994"}},{"Del":{"text":" a=DBInterface.execute(con, \"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4242025"}},{"Del":{"text":" SELECT","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4242036"}},{"Del":{"text":" l.location AS locations,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4242067"}},{"Del":{"text":" SUM(CAST(l.male AS INT)) + SUM(CAST(l.female AS INT)) + SUM(CAST(l.duet AS INT)) + SUM(CAST(l.duet AS INT)) AS calls,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4242191"}},{"Del":{"text":" FROM ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4242201"}},{"Del":{"text":" tuning_fork_labels_20230907 AS l","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4242240"}},{"Del":{"text":" WHERE ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4242251"}},{"Del":{"text":" l.male = true OR l.female = true OR l.duet = true","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4242307"}},{"Del":{"text":" GROUP BY","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4242320"}},{"Del":{"text":" l.location","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4242337"}},{"Del":{"text":" ORDER BY","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4242350"}},{"Del":{"text":" calls DESC;","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4242368"}},{"Del":{"text":" \")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4242373"}},{"Del":{"text":" DBInterface.close!(con)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4242399"}},{"Del":{"text":" a=DataFrame(a)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4242416"}},{"Del":{"text":" return a.locations","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4242437"}},{"Del":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4242441"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4242442"}},{"Del":{"text":"function graph_data()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4242464"}},{"Del":{"text":" df = DataFrame(","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4242482"}},{"Del":{"text":" location = String[],","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4242507"}},{"Del":{"text":" male = Float64[],","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4242529"}},{"Del":{"text":" female = Float64[],","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4242553"}},{"Del":{"text":" duet = Float64[]","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4242574"}},{"Del":{"text":" )","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4242578"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4242579"}},{"Del":{"text":" for location in get_location_list()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4242617"}},{"Del":{"text":" x=get_location_calls_per_hour(location)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4242661"}},{"Del":{"text":" push!(df, x)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4242678"}},{"Del":{"text":" end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4242684"}},{"Del":{"text":" @transform!(df, @byrow :individual = (:male + :female) |> x -> round(x, digits=4))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4242769"}},{"Del":{"text":" m=DataFrame(location=df.location, mean_calls_per_hour=df.male, type=\"male\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4242847"}},{"Del":{"text":" f=DataFrame(location=df.location, mean_calls_per_hour=df.female, type=\"female\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4242929"}},{"Del":{"text":" dfx=vcat(m, f)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4242946"}},{"Del":{"text":" println(\"Mean calls per hour by location: $(df.individual |> mean |> x -> round(x, digits=4))\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4243044"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4243045"}},{"Del":{"text":" #for table","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4243058"}},{"Del":{"text":" sort!(df, [:individual], rev=true)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4243095"}},{"Del":{"text":" push!(df, [\"TOTAL\", df.male |> mean |> x -> round(x, digits=4), df.female |> mean |> x -> round(x, digits=4), df.duet |> mean |> x -> round(x, digits=4), df.individual |> mean |> x -> round(x, digits=4)])","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4243302"}},{"Del":{"text":" CSV.write(\"./_assets/statistics/tableinput/haast_calls_per_hour_by_location.csv\", df)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4243390"}},{"Del":{"text":" ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4243393"}},{"Del":{"text":" return dfx","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4243406"}},{"Del":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4243410"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4243411"}},{"Del":{"text":"df=graph_data()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4243427"}},{"Del":{"text":"X = df |>","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4243437"}},{"Del":{"text":" @vlplot(","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4243448"}},{"Del":{"text":" :bar,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4243458"}},{"Del":{"text":" x=:location,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4243475"}},{"Del":{"text":" y=:mean_calls_per_hour,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4243503"}},{"Del":{"text":" color=:type,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4243520"}},{"Del":{"text":" width=400,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4243535"}},{"Del":{"text":" height=400,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4243551"}},{"Del":{"text":" )","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4243555"}},{"Del":{"text":"save(\"./_assets/statistics/haast_calls_per_hour_by_location.svg\", X)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4243624"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4243625"}},{"Del":{"text":"```","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4243629"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4243630"}},{"Del":{"text":"## Calls per Hour by Location","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4243660"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4243661"}},{"Del":{"text":"\\output{./haast_calls_per_hour_by_location.jl}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4243708"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4243709"}},{"Del":{"text":"### Graph","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4243719"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4243720"}},{"Del":{"text":"![Calls per Hour](/assets/statistics/haast_calls_per_hour_by_location.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4243795"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4243796"}},{"Del":{"text":"### Table","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4243806"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4243807"}},{"Del":{"text":"\\tableinput{}{statistics/tableinput/haast_calls_per_hour_by_location.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4243881"}}]}},{"FileDel":{"deleted_names":[{"basename":"index.md","metadata":64}],"del":{"EdgeMap":{"edges":[{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":66361},"to":{"change":3,"start":4234200,"end":4234232},"introduced_by":3},{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":4234232},"to":{"change":3,"start":4233677,"end":4233677},"introduced_by":3}],"inode":{"change":3,"pos":4233677}}},"content_edges":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":3,"pos":4233677},"to":{"change":3,"start":4233678,"end":4234199},"introduced_by":3}],"inode":{"change":3,"pos":4233677}},"content":[{"Del":{"text":"@def title = \"Statistics\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4233703"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4233704"}},{"Del":{"text":"# Statistics","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4233717"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4233718"}},{"Del":{"text":"* [Overview](/statistics/overview)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4233753"}},{"Del":{"text":"* [Aggregate](/statistics/aggregate)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4233790"}},{"Del":{"text":"* [When](/statistics/when)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4233817"}},{"Del":{"text":"* [Location](/statistics/location)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4233852"}},{"Del":{"text":"* [Weather](/statistics/weather)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4233885"}},{"Del":{"text":"* [Moon](/statistics/moon)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4233912"}},{"Del":{"text":"* [Rats](/statistics/rats)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4233939"}},{"Del":{"text":"* [Gender](/statistics/gender)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4233970"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4233971"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4233972"}},{"Del":{"text":"* [Old Skraak Page](/statistics/old-page)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4234014"}},{"Del":{"text":"* [Secretary Island](/statistics/secretary-island)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4234065"}},{"Del":{"text":"* [Haast](/statistics/haast)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4234094"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4234095"}},{"Del":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4234102"}},{"Del":{"text":" ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4234105"}},{"Del":{"text":"* [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4234123"}},{"Del":{"text":"* [Kiwi Radio](https://podcasters.spotify.com/pod/show/skraak) (Spotify)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4234196"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4234197"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4234198"}}]}},{"FileDel":{"deleted_names":[{"basename":"location.md","metadata":0}],"del":{"EdgeMap":{"edges":[{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":66361},"to":{"change":3,"start":4233640,"end":4233675},"introduced_by":3},{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":4233675},"to":{"change":3,"start":4224235,"end":4224235},"introduced_by":3}],"inode":{"change":3,"pos":4224235}}},"content_edges":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":3,"pos":4224235},"to":{"change":3,"start":4224236,"end":4233639},"introduced_by":3}],"inode":{"change":3,"pos":4224235}},"content":[{"Del":{"text":"@def title = \"Calls per Hour by Location\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4224277"}},{"Del":{"text":"@def reeval = true","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4224296"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4224297"}},{"Del":{"text":"# Calls per Hour By Location","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4224326"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4224327"}},{"Del":{"text":"\\tableofcontents","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4224344"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4224345"}},{"Del":{"text":"```julia:./calls_per_hour_by_location.jl #hideall","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4224395"}},{"Del":{"text":"using CSV, DataFrames, DataFramesMeta, DuckDB, Dates, Statistics, VegaLite","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4224470"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4224471"}},{"Del":{"text":"function get_calls_with_location(loc::String)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4224517"}},{"Del":{"text":" con = DBInterface.connect(DuckDB.DB, \"/Volumes/SSD1/AudioData.duckdb\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4224590"}},{"Del":{"text":" a=DBInterface.execute(con, \"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4224621"}},{"Del":{"text":" SELECT","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4224630"}},{"Del":{"text":" file,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4224640"}},{"Del":{"text":" COALESCE(CAST(male AS INT), 0) AS male,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4224684"}},{"Del":{"text":" COALESCE(CAST(female AS INT), 0) AS female,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4224732"}},{"Del":{"text":" COALESCE(CAST(duet AS INT), 0) AS duet,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4224776"}},{"Del":{"text":" FROM","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4224783"}},{"Del":{"text":" pomona_labels_20230418","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4224810"}},{"Del":{"text":" WHERE","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4224818"}},{"Del":{"text":" location = '$loc';","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4224841"}},{"Del":{"text":" \")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4224846"}},{"Del":{"text":" DBInterface.close!(con) ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4224873"}},{"Del":{"text":" a=DataFrame(a) ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4224891"}},{"Del":{"text":" return a","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4224902"}},{"Del":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4224906"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4224907"}},{"Del":{"text":"function get_files_with_location(loc::String)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4224953"}},{"Del":{"text":" con = DBInterface.connect(DuckDB.DB, \"/Volumes/SSD1/AudioData.duckdb\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4225026"}},{"Del":{"text":" a=DBInterface.execute(con, \"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4225057"}},{"Del":{"text":" SELECT","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4225066"}},{"Del":{"text":" file,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4225076"}},{"Del":{"text":" time_bucket(INTERVAL '60 minutes', local_date_time) AS bucket,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4225143"}},{"Del":{"text":" night,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4225154"}},{"Del":{"text":" FROM","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4225161"}},{"Del":{"text":" pomona_files","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4225178"}},{"Del":{"text":" WHERE","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4225186"}},{"Del":{"text":" location = '$loc'","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4225208"}},{"Del":{"text":" ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4225211"}},{"Del":{"text":" \")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4225216"}},{"Del":{"text":" DBInterface.close!(con) ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4225243"}},{"Del":{"text":" a=DataFrame(a)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4225260"}},{"Del":{"text":" b=filter(row -> row.night = true, a)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4225299"}},{"Del":{"text":" select!(b, Not([:night]))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4225327"}},{"Del":{"text":" return b","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4225338"}},{"Del":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4225342"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4225343"}},{"Del":{"text":"function get_location_calls_per_hour(loc::String)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4225393"}},{"Del":{"text":" l=DataFrame(get_calls_with_location(\"$loc\"))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4225440"}},{"Del":{"text":" f=DataFrame(get_files_with_location(\"$loc\"))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4225487"}},{"Del":{"text":" df=outerjoin(f, l, on = :file)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4225520"}},{"Del":{"text":" select!(df, Not([:file]))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4225548"}},{"Del":{"text":" df=coalesce.(df, 0)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4225570"}},{"Del":{"text":" gdf = groupby(df, :bucket)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4225599"}},{"Del":{"text":" cdf = combine(gdf, :male => sum, :female => sum, :duet => sum)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4225664"}},{"Del":{"text":" @transform!(cdf, @byrow :male = :male_sum + :duet_sum)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4225721"}},{"Del":{"text":" @transform!(cdf, @byrow :female = :female_sum + :duet_sum)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4225782"}},{"Del":{"text":" rename!(cdf, :duet_sum => :duet)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4225817"}},{"Del":{"text":" select!(cdf, Not([:male_sum, :female_sum]))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4225863"}},{"Del":{"text":" # there is a lot of data here for further analysis, for now mean calls only.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4225942"}},{"Del":{"text":" mm=round(mean(cdf.male); digits=4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4225979"}},{"Del":{"text":" fm=round(mean(cdf.female); digits=4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4226018"}},{"Del":{"text":" dm=round(mean(cdf.duet); digits=4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4226055"}},{"Del":{"text":" row = [loc, mm, fm, dm]","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4226081"}},{"Del":{"text":" return row","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4226094"}},{"Del":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4226098"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4226099"}},{"Del":{"text":"function get_location_list()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4226128"}},{"Del":{"text":" con = DBInterface.connect(DuckDB.DB, \"/Volumes/SSD1/AudioData.duckdb\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4226201"}},{"Del":{"text":" a=DBInterface.execute(con, \"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4226232"}},{"Del":{"text":" SELECT","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4226243"}},{"Del":{"text":" l.location AS locations,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4226274"}},{"Del":{"text":" SUM(CAST(l.male AS INT)) + SUM(CAST(l.female AS INT)) + SUM(CAST(l.duet AS INT)) + SUM(CAST(l.duet AS INT)) AS calls,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4226398"}},{"Del":{"text":" FROM ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4226408"}},{"Del":{"text":" pomona_labels_20230418 AS l","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4226442"}},{"Del":{"text":" WHERE ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4226453"}},{"Del":{"text":" l.male = true OR l.female = true OR l.duet = true","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4226509"}},{"Del":{"text":" GROUP BY","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4226522"}},{"Del":{"text":" l.location","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4226539"}},{"Del":{"text":" ORDER BY","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4226552"}},{"Del":{"text":" calls DESC;","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4226570"}},{"Del":{"text":" \")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4226575"}},{"Del":{"text":" DBInterface.close!(con)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4226601"}},{"Del":{"text":" a=DataFrame(a)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4226618"}},{"Del":{"text":" return a.locations","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4226639"}},{"Del":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4226643"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4226644"}},{"Del":{"text":"function graph_data()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4226666"}},{"Del":{"text":" df = DataFrame(","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4226684"}},{"Del":{"text":" location = String[],","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4226709"}},{"Del":{"text":" male = Float64[],","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4226731"}},{"Del":{"text":" female = Float64[],","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4226755"}},{"Del":{"text":" duet = Float64[]","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4226776"}},{"Del":{"text":" )","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4226780"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4226781"}},{"Del":{"text":" for location in get_location_list()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4226819"}},{"Del":{"text":" x=get_location_calls_per_hour(location)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4226863"}},{"Del":{"text":" push!(df, x)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4226880"}},{"Del":{"text":" end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4226886"}},{"Del":{"text":" @transform!(df, @byrow :individual = (:male + :female) |> x -> round(x, digits=4))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4226971"}},{"Del":{"text":" m=DataFrame(location=df.location, mean_calls_per_hour=df.male, type=\"male\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4227049"}},{"Del":{"text":" f=DataFrame(location=df.location, mean_calls_per_hour=df.female, type=\"female\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4227131"}},{"Del":{"text":" dfx=vcat(m, f)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4227148"}},{"Del":{"text":" println(\"Mean calls per hour by location: $(df.individual |> mean |> x -> round(x, digits=4))\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4227246"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4227247"}},{"Del":{"text":" #for table","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4227260"}},{"Del":{"text":" sort!(df, [:individual], rev=true)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4227297"}},{"Del":{"text":" push!(df, [\"TOTAL\", df.male |> mean |> x -> round(x, digits=4), df.female |> mean |> x -> round(x, digits=4), df.duet |> mean |> x -> round(x, digits=4), df.individual |> mean |> x -> round(x, digits=4)])","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4227504"}},{"Del":{"text":" CSV.write(\"./_assets/statistics/tableinput/calls_per_hour_by_location.csv\", df)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4227586"}},{"Del":{"text":" ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4227589"}},{"Del":{"text":" return dfx","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4227602"}},{"Del":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4227606"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4227607"}},{"Del":{"text":"df=graph_data()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4227623"}},{"Del":{"text":"X = df |>","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4227633"}},{"Del":{"text":" @vlplot(","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4227644"}},{"Del":{"text":" :bar,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4227654"}},{"Del":{"text":" #y=:location,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4227672"}},{"Del":{"text":" y={\"location:o\",sort=\"-x\"},","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4227704"}},{"Del":{"text":" x=:mean_calls_per_hour,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4227732"}},{"Del":{"text":" color=:type,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4227749"}},{"Del":{"text":" width=400,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4227764"}},{"Del":{"text":" height=400,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4227780"}},{"Del":{"text":" )","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4227784"}},{"Del":{"text":"save(\"./_assets/statistics/calls_per_hour_by_location.svg\", X)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4227847"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4227848"}},{"Del":{"text":"```","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4227852"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4227853"}},{"Del":{"text":"\\output{./calls_per_hour_by_location.jl}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4227894"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4227895"}},{"Del":{"text":"## Graph","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4227904"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4227905"}},{"Del":{"text":"![Calls per Hour](/assets/statistics/calls_per_hour_by_location.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4227974"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4227975"}},{"Del":{"text":"## Map","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4227982"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4227983"}},{"Del":{"text":"At red locations calls/hour is equal to or above the mean. At orange locations calls/hour is less than 1 standard deviation below the mean. Blue locations are more than 1 standard deviation below the mean. ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4228190"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4228191"}},{"Del":{"text":"### All","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4228199"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4228200"}},{"Del":{"text":"```julia:./calls_per_hour_by_location_map.jl #hideall","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4228254"}},{"Del":{"text":"using DataFrames, DuckDB, JSON3, VegaLite, VegaDatasets","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4228310"}},{"Del":{"text":"pomona_polygon = read(\"./_assets/pomona_polygon.json\", String) |> JSON3.read","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4228387"}},{"Del":{"text":"VV = VegaDatasets.VegaJSONDataset(pomona_polygon,\"pomona_polygon.json\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4228459"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4228460"}},{"Del":{"text":"function get_loc_list()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4228484"}},{"Del":{"text":" con = DBInterface.connect(DuckDB.DB, \"/Volumes/SSD1/AudioData.duckdb\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4228557"}},{"Del":{"text":" a=DBInterface.execute(con, \"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4228588"}},{"Del":{"text":" SELECT location, ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4228610"}},{"Del":{"text":" AVG(latitude) AS lat, ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4228639"}},{"Del":{"text":" AVG(longitude) AS lon,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4228669"}},{"Del":{"text":" FROM pomona_files,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4228694"}},{"Del":{"text":" GROUP BY location","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4228716"}},{"Del":{"text":" ORDER BY location ASC;","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4228743"}},{"Del":{"text":" \")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4228748"}},{"Del":{"text":" DBInterface.close!(con)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4228774"}},{"Del":{"text":" df1=DataFrame(a)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4228793"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4228794"}},{"Del":{"text":" df2=DataFrame(CSV.File(\"_assets/statistics/tableinput/calls_per_hour_by_location.csv\"))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4228884"}},{"Del":{"text":" m=mean(df2.individual)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4228909"}},{"Del":{"text":" sd=std(df2.individual)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4228934"}},{"Del":{"text":" @transform!(df2, @byrow :colour = :individual >= m ? \"red\" : (:individual < m-sd ? \"blue\" : \"orange\"))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4229039"}},{"Del":{"text":" df = innerjoin(df1, df2, on = :location)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4229082"}},{"Del":{"text":" gdf = groupby(df, :colour)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4229111"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4229112"}},{"Del":{"text":" red = NamedTuple{(:latitude, :longitude, :name), Tuple{Float64, Float64, String}}[]","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4229198"}},{"Del":{"text":" orange = NamedTuple{(:latitude, :longitude, :name), Tuple{Float64, Float64, String}}[]","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4229287"}},{"Del":{"text":" blue = NamedTuple{(:latitude, :longitude, :name), Tuple{Float64, Float64, String}}[]","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4229374"}},{"Del":{"text":" for row in eachrow( gdf[(colour=\"red\",)] )","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4229419"}},{"Del":{"text":" c =(latitude=row.lat, longitude=row.lon, name=\"$(row.location)\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4229489"}},{"Del":{"text":" push!(red, c)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4229508"}},{"Del":{"text":" end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4229514"}},{"Del":{"text":" for row in eachrow( gdf[(colour=\"orange\",)] )","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4229562"}},{"Del":{"text":" c =(latitude=row.lat, longitude=row.lon, name=\"$(row.location)\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4229632"}},{"Del":{"text":" push!(orange, c)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4229654"}},{"Del":{"text":" end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4229660"}},{"Del":{"text":" for row in eachrow( gdf[(colour=\"blue\",)] )","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4229706"}},{"Del":{"text":" c =(latitude=row.lat, longitude=row.lon, name=\"$(row.location)\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4229776"}},{"Del":{"text":" push!(blue, c)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4229796"}},{"Del":{"text":" end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4229802"}},{"Del":{"text":" return red, orange, blue","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4229829"}},{"Del":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4229833"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4229834"}},{"Del":{"text":"red, orange, blue = get_loc_list()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4229869"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4229870"}},{"Del":{"text":"X=@vlplot(width=455, height=500) +","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4229905"}},{"Del":{"text":"@vlplot(","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4229914"}},{"Del":{"text":" mark={","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4229925"}},{"Del":{"text":" :geoshape,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4229944"}},{"Del":{"text":" fill=:gray,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4229964"}},{"Del":{"text":" stroke=:white","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4229986"}},{"Del":{"text":" },","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4229993"}},{"Del":{"text":" data={","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4230004"}},{"Del":{"text":" values=VV,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4230023"}},{"Del":{"text":" format={","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4230040"}},{"Del":{"text":" typ=:topojson","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4230066"}},{"Del":{"text":" }","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4230076"}},{"Del":{"text":" },","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4230083"}},{"Del":{"text":" )+","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4230089"}},{"Del":{"text":"@vlplot(","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4230098"}},{"Del":{"text":" :circle,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4230111"}},{"Del":{"text":" data=red,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4230125"}},{"Del":{"text":" longitude=\"longitude:q\",","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4230154"}},{"Del":{"text":" latitude=\"latitude:q\",","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4230181"}},{"Del":{"text":" size={value=100},","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4230203"}},{"Del":{"text":" color={value=:red}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4230226"}},{"Del":{"text":")+","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4230229"}},{"Del":{"text":"@vlplot(","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4230238"}},{"Del":{"text":" :circle,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4230251"}},{"Del":{"text":" data=orange,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4230268"}},{"Del":{"text":" longitude=\"longitude:q\",","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4230297"}},{"Del":{"text":" latitude=\"latitude:q\",","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4230324"}},{"Del":{"text":" size={value=100},","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4230346"}},{"Del":{"text":" color={value=:orange}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4230372"}},{"Del":{"text":")+","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4230375"}},{"Del":{"text":"@vlplot(","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4230384"}},{"Del":{"text":" :circle,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4230397"}},{"Del":{"text":" data=blue,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4230412"}},{"Del":{"text":" longitude=\"longitude:q\",","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4230441"}},{"Del":{"text":" latitude=\"latitude:q\",","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4230468"}},{"Del":{"text":" size={value=100},","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4230490"}},{"Del":{"text":" color={value=:blue}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4230514"}},{"Del":{"text":")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4230516"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4230517"}},{"Del":{"text":"save(\"./_assets/statistics/calls_per_hour_by_location_map.svg\", X)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4230584"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4230585"}},{"Del":{"text":"```","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4230589"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4230641"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4230642"}},{"Del":{"text":"![Calls per hour by location map](/assets/statistics/calls_per_hour_by_location_map.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4230731"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4230732"}},{"Del":{"text":"### Female","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4230743"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4230744"}},{"Del":{"text":"```julia:./calls_per_hour_by_location_map_female.jl #hideall","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4230805"}},{"Del":{"text":"using CSV, DataFrames, DataFramesMeta, DuckDB, JSON3, Statistics, VegaLite, VegaDatasets","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4230894"}},{"Del":{"text":"pomona_polygon = read(\"./_assets/pomona_polygon.json\", String) |> JSON3.read","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4230971"}},{"Del":{"text":"VV = VegaDatasets.VegaJSONDataset(pomona_polygon,\"pomona_polygon.json\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4231043"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4231044"}},{"Del":{"text":"function get_loc_list()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4231068"}},{"Del":{"text":" con = DBInterface.connect(DuckDB.DB, \"/Volumes/SSD1/AudioData.duckdb\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4231141"}},{"Del":{"text":" a=DBInterface.execute(con, \"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4231172"}},{"Del":{"text":" SELECT location, ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4231194"}},{"Del":{"text":" AVG(latitude) AS lat, ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4231223"}},{"Del":{"text":" AVG(longitude) AS lon,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4231253"}},{"Del":{"text":" FROM pomona_files,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4231278"}},{"Del":{"text":" GROUP BY location","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4231300"}},{"Del":{"text":" ORDER BY location ASC;","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4231327"}},{"Del":{"text":" \")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4231332"}},{"Del":{"text":" DBInterface.close!(con)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4231358"}},{"Del":{"text":" df1=DataFrame(a)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4231377"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4231378"}},{"Del":{"text":" df2=DataFrame(CSV.File(\"_assets/statistics/tableinput/calls_per_hour_by_location.csv\"))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4231468"}},{"Del":{"text":" m=mean(df2.female)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4231489"}},{"Del":{"text":" sd=std(df2.female)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4231510"}},{"Del":{"text":" @transform!(df2, @byrow :colour = :female >= m ? \"red\" : (:female < m-sd ? \"blue\" : \"orange\"))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4231607"}},{"Del":{"text":" df = innerjoin(df1, df2, on = :location)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4231650"}},{"Del":{"text":" gdf = groupby(df, :colour)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4231679"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4231680"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4231681"}},{"Del":{"text":" red = NamedTuple{(:latitude, :longitude, :name), Tuple{Float64, Float64, String}}[]","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4231767"}},{"Del":{"text":" orange = NamedTuple{(:latitude, :longitude, :name), Tuple{Float64, Float64, String}}[]","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4231856"}},{"Del":{"text":" blue = NamedTuple{(:latitude, :longitude, :name), Tuple{Float64, Float64, String}}[]","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4231943"}},{"Del":{"text":" for row in eachrow( gdf[(colour=\"red\",)] )","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4231988"}},{"Del":{"text":" c =(latitude=row.lat, longitude=row.lon, name=\"$(row.location)\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232058"}},{"Del":{"text":" push!(red, c)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232077"}},{"Del":{"text":" end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232083"}},{"Del":{"text":" for row in eachrow( gdf[(colour=\"orange\",)] )","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232131"}},{"Del":{"text":" c =(latitude=row.lat, longitude=row.lon, name=\"$(row.location)\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232201"}},{"Del":{"text":" push!(orange, c)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232223"}},{"Del":{"text":" end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232229"}},{"Del":{"text":" for row in eachrow( gdf[(colour=\"blue\",)] )","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232275"}},{"Del":{"text":" c =(latitude=row.lat, longitude=row.lon, name=\"$(row.location)\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232345"}},{"Del":{"text":" push!(blue, c)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232365"}},{"Del":{"text":" end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232371"}},{"Del":{"text":" return red, orange, blue","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232398"}},{"Del":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232402"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232403"}},{"Del":{"text":"red, orange, blue = get_loc_list()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232438"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232439"}},{"Del":{"text":"X=@vlplot(width=455, height=500) +","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232474"}},{"Del":{"text":"@vlplot(","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232483"}},{"Del":{"text":" mark={","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232494"}},{"Del":{"text":" :geoshape,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232513"}},{"Del":{"text":" fill=:gray,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232533"}},{"Del":{"text":" stroke=:white","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232555"}},{"Del":{"text":" },","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232562"}},{"Del":{"text":" data={","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232573"}},{"Del":{"text":" values=VV,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232592"}},{"Del":{"text":" format={","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232609"}},{"Del":{"text":" typ=:topojson","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232635"}},{"Del":{"text":" }","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232645"}},{"Del":{"text":" },","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232652"}},{"Del":{"text":" )+","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232658"}},{"Del":{"text":"@vlplot(","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232667"}},{"Del":{"text":" :circle,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232680"}},{"Del":{"text":" data=red,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232694"}},{"Del":{"text":" longitude=\"longitude:q\",","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232723"}},{"Del":{"text":" latitude=\"latitude:q\",","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232750"}},{"Del":{"text":" size={value=100},","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232772"}},{"Del":{"text":" color={value=:red}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232795"}},{"Del":{"text":")+","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232798"}},{"Del":{"text":"@vlplot(","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232807"}},{"Del":{"text":" :circle,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232820"}},{"Del":{"text":" data=orange,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232837"}},{"Del":{"text":" longitude=\"longitude:q\",","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232866"}},{"Del":{"text":" latitude=\"latitude:q\",","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232893"}},{"Del":{"text":" size={value=100},","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232915"}},{"Del":{"text":" color={value=:orange}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232941"}},{"Del":{"text":")+","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232944"}},{"Del":{"text":"@vlplot(","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232953"}},{"Del":{"text":" :circle,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232966"}},{"Del":{"text":" data=blue,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232981"}},{"Del":{"text":" longitude=\"longitude:q\",","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4233010"}},{"Del":{"text":" latitude=\"latitude:q\",","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4233037"}},{"Del":{"text":" size={value=100},","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4233059"}},{"Del":{"text":" color={value=:blue}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4233083"}},{"Del":{"text":")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4233085"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4233086"}},{"Del":{"text":"save(\"./_assets/statistics/calls_per_hour_by_location_map_female.svg\", X)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4233160"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4233161"}},{"Del":{"text":"```","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4233165"}},{"Del":{"text":"\\output{./calls_per_hour_by_location_map_female.jl}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4233217"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4233218"}},{"Del":{"text":"![Calls per hour by location map female only](/assets/statistics/calls_per_hour_by_location_map_female.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4233326"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4233327"}},{"Del":{"text":"## Table","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4233336"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4233337"}},{"Del":{"text":"\\tableinput{}{statistics/tableinput/calls_per_hour_by_location.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4233405"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4233406"}},{"Del":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4233413"}},{"Del":{"text":" * [Weather](/statistics/weather)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4233448"}},{"Del":{"text":" * [Moon](/statistics/moon)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4233477"}},{"Del":{"text":" * [Rats](/statistics/rats)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4233506"}},{"Del":{"text":" * [Gender](/statistics/gender)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4233539"}},{"Del":{"text":" ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4233542"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4233543"}},{"Del":{"text":" * [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4233563"}},{"Del":{"text":" * [Kiwi Radio](https://podcasters.spotify.com/pod/show/skraak) (Spotify)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4233638"}}]}},{"FileDel":{"deleted_names":[{"basename":"moon.md","metadata":0}],"del":{"EdgeMap":{"edges":[{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":66361},"to":{"change":3,"start":4224202,"end":4224233},"introduced_by":3},{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":4224233},"to":{"change":3,"start":4219933,"end":4219933},"introduced_by":3}],"inode":{"change":3,"pos":4219933}}},"content_edges":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":3,"pos":4219933},"to":{"change":3,"start":4219934,"end":4224201},"introduced_by":3}],"inode":{"change":3,"pos":4219933}},"content":[{"Del":{"text":"@def title = \"Phases of the Moon\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4219967"}},{"Del":{"text":"@def reeval = true","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4219986"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4219987"}},{"Del":{"text":"# Phases of the Moon","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4220008"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4220009"}},{"Del":{"text":"\\tableofcontents","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4220026"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4220027"}},{"Del":{"text":"```julia:./calls_per_hour_by_moon_phase.jl #hideall","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4220079"}},{"Del":{"text":"using CSV, DataFrames, DataFramesMeta, DuckDB, Dates, Statistics, VegaLite","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4220154"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4220155"}},{"Del":{"text":"function get_calls_with_location(loc::String)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4220201"}},{"Del":{"text":" con = DBInterface.connect(DuckDB.DB, \"/Volumes/SSD1/AudioData.duckdb\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4220274"}},{"Del":{"text":" a=DBInterface.execute(con, \"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4220305"}},{"Del":{"text":" SELECT","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4220314"}},{"Del":{"text":" file,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4220324"}},{"Del":{"text":" COALESCE(CAST(male AS INT), 0) AS male,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4220368"}},{"Del":{"text":" COALESCE(CAST(female AS INT), 0) AS female,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4220416"}},{"Del":{"text":" COALESCE(CAST(duet AS INT), 0) AS duet,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4220460"}},{"Del":{"text":" FROM","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4220467"}},{"Del":{"text":" pomona_labels_20230418","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4220494"}},{"Del":{"text":" WHERE","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4220502"}},{"Del":{"text":" location = '$loc';","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4220525"}},{"Del":{"text":" ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4220528"}},{"Del":{"text":" \")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4220533"}},{"Del":{"text":" DBInterface.close!(con) ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4220560"}},{"Del":{"text":" a=DataFrame(a) ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4220578"}},{"Del":{"text":" return a","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4220589"}},{"Del":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4220593"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4220594"}},{"Del":{"text":"function get_files_with_location(loc::String)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4220640"}},{"Del":{"text":" con = DBInterface.connect(DuckDB.DB, \"/Volumes/SSD1/AudioData.duckdb\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4220713"}},{"Del":{"text":" a=DBInterface.execute(con, \"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4220744"}},{"Del":{"text":" SELECT","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4220753"}},{"Del":{"text":" file,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4220763"}},{"Del":{"text":" time_bucket(INTERVAL '60 minutes', local_date_time) AS bucket,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4220830"}},{"Del":{"text":" night","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4220840"}},{"Del":{"text":" FROM","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4220847"}},{"Del":{"text":" pomona_files","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4220864"}},{"Del":{"text":" WHERE","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4220872"}},{"Del":{"text":" location = '$loc'","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4220894"}},{"Del":{"text":" ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4220897"}},{"Del":{"text":" \")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4220902"}},{"Del":{"text":" DBInterface.close!(con) ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4220929"}},{"Del":{"text":" a=DataFrame(a)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4220946"}},{"Del":{"text":" b=filter(row -> row.night = true, a)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4220985"}},{"Del":{"text":" select!(b, Not([:night]))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4221013"}},{"Del":{"text":" return b","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4221024"}},{"Del":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4221028"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4221029"}},{"Del":{"text":"function get_location_calls_per_hour(loc::String)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4221079"}},{"Del":{"text":" l=DataFrame(get_calls_with_location(\"$loc\"))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4221126"}},{"Del":{"text":" f=DataFrame(get_files_with_location(\"$loc\"))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4221173"}},{"Del":{"text":" df=outerjoin(f, l, on = :file)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4221206"}},{"Del":{"text":" select!(df, Not([:file]))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4221234"}},{"Del":{"text":" df=coalesce.(df, 0)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4221256"}},{"Del":{"text":" gdf = groupby(df, :bucket)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4221285"}},{"Del":{"text":" cdf = combine(gdf, :male => sum, :female => sum, :duet => sum)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4221350"}},{"Del":{"text":" @transform!(cdf, @byrow :male = :male_sum + :duet_sum)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4221407"}},{"Del":{"text":" @transform!(cdf, @byrow :female = :female_sum + :duet_sum)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4221468"}},{"Del":{"text":" rename!(cdf, :duet_sum => :duet)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4221503"}},{"Del":{"text":" select!(cdf, Not([:male_sum, :female_sum]))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4221549"}},{"Del":{"text":" # there is a lot of data here for further analysis, for now mean calls only.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4221628"}},{"Del":{"text":" return cdf","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4221641"}},{"Del":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4221645"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4221646"}},{"Del":{"text":"function get_location_list()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4221675"}},{"Del":{"text":" con = DBInterface.connect(DuckDB.DB, \"/Volumes/SSD1/AudioData.duckdb\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4221748"}},{"Del":{"text":" a=DBInterface.execute(con, \"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4221779"}},{"Del":{"text":" SELECT","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4221790"}},{"Del":{"text":" l.location AS locations,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4221821"}},{"Del":{"text":" SUM(CAST(l.male AS INT)) + SUM(CAST(l.female AS INT)) + SUM(CAST(l.duet AS INT)) + SUM(CAST(l.duet AS INT)) AS calls,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4221945"}},{"Del":{"text":" FROM ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4221955"}},{"Del":{"text":" pomona_labels_20230418 AS l","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4221989"}},{"Del":{"text":" WHERE ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4222000"}},{"Del":{"text":" l.male = true OR l.female = true OR l.duet = true","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4222056"}},{"Del":{"text":" GROUP BY","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4222069"}},{"Del":{"text":" l.location","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4222086"}},{"Del":{"text":" ORDER BY","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4222099"}},{"Del":{"text":" calls DESC;","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4222117"}},{"Del":{"text":" \")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4222122"}},{"Del":{"text":" DBInterface.close!(con)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4222148"}},{"Del":{"text":" a=DataFrame(a)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4222165"}},{"Del":{"text":" return a.locations","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4222186"}},{"Del":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4222190"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4222191"}},{"Del":{"text":"function moon_data()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4222212"}},{"Del":{"text":" df = DataFrame(","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4222230"}},{"Del":{"text":" bucket = DateTime[],","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4222255"}},{"Del":{"text":" duet = Int64[],","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4222275"}},{"Del":{"text":" male = Int64[],","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4222295"}},{"Del":{"text":" female = Int64[],","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4222317"}},{"Del":{"text":" ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4222322"}},{"Del":{"text":" )","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4222326"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4222327"}},{"Del":{"text":" for location in get_location_list()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4222365"}},{"Del":{"text":" x=get_location_calls_per_hour(location)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4222409"}},{"Del":{"text":" y=[df, x]","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4222423"}},{"Del":{"text":" df=reduce(vcat, y)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4222446"}},{"Del":{"text":" end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4222452"}},{"Del":{"text":" @transform!(df, @byrow :date_utc = Date(:bucket))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4222504"}},{"Del":{"text":" select!(df, Not(:bucket))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4222532"}},{"Del":{"text":" gdf = groupby(df, :date_utc)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4222563"}},{"Del":{"text":" cdf = combine(gdf, :duet => mean, :male => mean, :female => mean)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4222631"}},{"Del":{"text":" moon = DataFrame(CSV.File(\"/Volumes/SSD1/moon_phases.csv\"))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4222693"}},{"Del":{"text":" j = innerjoin(cdf, moon, on = :date_utc)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4222736"}},{"Del":{"text":" select!(j, :male_mean => :male, :female_mean => :female, :moon_phase, :duet_mean => :duet)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4222829"}},{"Del":{"text":" gdj = groupby(j, :moon_phase)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4222861"}},{"Del":{"text":" cdj = combine(gdj, :male => mean, :female => mean)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4222914"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4222915"}},{"Del":{"text":" m=DataFrame(moon_phase=cdj.moon_phase, calls_per_hour=cdj.male_mean, type=\"male\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4222999"}},{"Del":{"text":" f=DataFrame(moon_phase=cdj.moon_phase, calls_per_hour=cdj.female_mean, type=\"female\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223087"}},{"Del":{"text":" g1=vcat(m, f)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223103"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223104"}},{"Del":{"text":" j2 = filter(row -> row.duet > 0, j)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223142"}},{"Del":{"text":" gdj2 = groupby(j2, :moon_phase)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223176"}},{"Del":{"text":" cdj2 = combine(gdj, :duet => mean)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223213"}},{"Del":{"text":" g2=DataFrame(moon_phase=cdj2.moon_phase, calls_per_hour=cdj2.duet_mean, type=\"duet\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223300"}},{"Del":{"text":" ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223303"}},{"Del":{"text":" return g1, g2","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223319"}},{"Del":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223323"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223324"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223325"}},{"Del":{"text":"df, duets=moon_data()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223347"}},{"Del":{"text":"X = df |>","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223357"}},{"Del":{"text":" @vlplot(","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223368"}},{"Del":{"text":" :bar,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223378"}},{"Del":{"text":" x=:moon_phase,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223397"}},{"Del":{"text":" y=:calls_per_hour,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223420"}},{"Del":{"text":" color=:type,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223437"}},{"Del":{"text":" width=400,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223452"}},{"Del":{"text":" height=400,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223468"}},{"Del":{"text":" )","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223472"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223473"}},{"Del":{"text":" ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223476"}},{"Del":{"text":"save(\"./_assets/statistics/calls_per_hour_by_moon_phase.svg\", X)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223541"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223542"}},{"Del":{"text":"Y = duets |>","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223555"}},{"Del":{"text":" @vlplot(","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223566"}},{"Del":{"text":" :bar,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223576"}},{"Del":{"text":" x=:moon_phase,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223595"}},{"Del":{"text":" y=:calls_per_hour,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223618"}},{"Del":{"text":" color=:type,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223635"}},{"Del":{"text":" width=400,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223650"}},{"Del":{"text":" height=400,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223666"}},{"Del":{"text":" )","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223670"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223671"}},{"Del":{"text":" ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223674"}},{"Del":{"text":"save(\"./_assets/statistics/calls_per_hour_by_moon_phase_duets.svg\", Y)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223745"}},{"Del":{"text":"```","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223749"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223750"}},{"Del":{"text":"## Individual Calls","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223770"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223771"}},{"Del":{"text":"0.0 is new moon, 1.0 is full moon (fraction of the moon illuminated).","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223841"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223842"}},{"Del":{"text":"![Calls per Hour by Moon Phase](/assets/statistics/calls_per_hour_by_moon_phase.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223927"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223928"}},{"Del":{"text":"## Duets","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223937"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4223938"}},{"Del":{"text":"![Duets per Hour by Moon Phase](/assets/statistics/calls_per_hour_by_moon_phase_duets.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4224029"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4224030"}},{"Del":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4224037"}},{"Del":{"text":" * [Rats](/statistics/rats)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4224066"}},{"Del":{"text":" * [Gender](/statistics/gender)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4224099"}},{"Del":{"text":" ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4224102"}},{"Del":{"text":" ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4224105"}},{"Del":{"text":" * [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4224125"}},{"Del":{"text":" * [Kiwi Radio](https://podcasters.spotify.com/pod/show/skraak) (Spotify)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4224200"}}]}},{"FileDel":{"deleted_names":[{"basename":"old-page.html","metadata":64}],"del":{"EdgeMap":{"edges":[{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":66361},"to":{"change":3,"start":4219894,"end":4219931},"introduced_by":3},{"previous":"BLOCK | FOLDER","flag":"BLOCK | FOLDER | DELETED","from":{"change":3,"pos":4219931},"to":{"change":3,"start":88387,"end":88387},"introduced_by":3}],"inode":{"change":3,"pos":88387}}},"content_edges":{"edges":[{"previous":"BLOCK","flag":"BLOCK | DELETED","from":{"change":3,"pos":88387},"to":{"change":3,"start":88388,"end":4219893},"introduced_by":3}],"inode":{"change":3,"pos":88387}},"content":[{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:88498"}},{"Del":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:88538"}},{"Del":{"text":"

…

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