{"header":{"message":"first commit","description":null,"timestamp":"2023-11-28T19:17:39.594918Z","authors":[{}]},"hash":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC","authors":[{"key":"AEj8dahVWy718uSSFPe9VSRJ5qX5G8pC2zvFzJJ8yzBd"}],"deps":{"hashes":[["OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC","first commit"],["AA",null],["AXRC3M3Z57RANMQBA5TDR3CGFDB6F36VXGBF75HQIVDTT5J45JRQC",""]],"deps":["AXRC3M3Z57RANMQBA5TDR3CGFDB6F36VXGBF75HQIVDTT5J45JRQC"],"known":[]},"hunks":[{"FileAdd":{"meta":{"basename":"utils.jl","metadata":64},"context":[{"change":2,"pos":1}],"contents":[{"Add":{"text":"function hfun_bar(vname)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:26"}},{"Add":{"text":" val = Meta.parse(vname[1])","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55"}},{"Add":{"text":" return round(sqrt(val), digits=2)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:91"}},{"Add":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:95"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:96"}},{"Add":{"text":"function hfun_m1fill(vname)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:124"}},{"Add":{"text":" var = vname[1]","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:141"}},{"Add":{"text":" return pagevar(\"index\", var)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:172"}},{"Add":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:176"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:177"}},{"Add":{"text":"function lx_baz(com, _)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:201"}},{"Add":{"text":" # keep this first line","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:226"}},{"Add":{"text":" brace_content = Franklin.content(com.braces[1]) # input string","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:291"}},{"Add":{"text":" # do whatever you want here","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:321"}},{"Add":{"text":" return uppercase(brace_content)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:355"}},{"Add":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:359"}}]}},{"FileAdd":{"meta":{"basename":"trips","metadata":576},"context":[{"change":2,"pos":1}],"contents":[]}},{"FileAdd":{"meta":{"basename":"index.md","metadata":0},"context":[{"change":0,"pos":395}],"contents":[{"Add":{"text":"@def title = \"Trips\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:435"}},{"Add":{"text":"@def reeval = true","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:454"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:455"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:646"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:647"}},{"Add":{"text":"```julia:./tableinput/gen #hideall","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:682"}},{"Add":{"text":"using CSV, DataFrames, DataFramesMeta, DuckDB, Dates, Statistics, VegaLite","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:757"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:758"}},{"Add":{"text":"function get_trip_dates()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:784"}},{"Add":{"text":" con = DBInterface.connect(DuckDB.DB, \"/Volumes/SSD1/AudioData.duckdb\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:857"}},{"Add":{"text":" a=DBInterface.execute(con, \"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:888"}},{"Add":{"text":" \tSELECT l.*, f.file, f.location, f.trip_date","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:935"}},{"Add":{"text":"\tFROM pomona_labels_20230418 l","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:966"}},{"Add":{"text":"\tLEFT JOIN pomona_files f","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:992"}},{"Add":{"text":"\tON l.file = f.file AND l.location = f.location","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1040"}},{"Add":{"text":"\t; ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1044"}},{"Add":{"text":" \")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1049"}},{"Add":{"text":" DBInterface.close!(con)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1075"}},{"Add":{"text":" df=DataFrame(a)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1093"}},{"Add":{"text":" return levels(df.trip_date)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1123"}},{"Add":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1127"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1128"}},{"Add":{"text":"#@info get_trip_dates()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1152"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1153"}},{"Add":{"text":"function trip_stats(td::Dates.Date)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1189"}},{"Add":{"text":" con = DBInterface.connect(DuckDB.DB, \"/Volumes/SSD1/AudioData.duckdb\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1262"}},{"Add":{"text":" a=DBInterface.execute(con, \"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1293"}},{"Add":{"text":" \tSELECT location AS Location, ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1326"}},{"Add":{"text":" SUM(CAST(male AS INT)) AS Solo_Male, ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1370"}},{"Add":{"text":" SUM(CAST(female AS INT)) AS Solo_Female, ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1418"}},{"Add":{"text":" SUM(CAST(duet AS INT)) AS Duets, ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1458"}},{"Add":{"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"}},{"Add":{"text":" SUM(CAST(not_kiwi AS INT)) AS False_Positives","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1631"}},{"Add":{"text":" FROM (","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1644"}},{"Add":{"text":" \tSELECT l.*, f.file, f.location, f.trip_date","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1695"}},{"Add":{"text":"\t\tFROM pomona_labels_20230418 l","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1727"}},{"Add":{"text":"\t\tLEFT JOIN pomona_files f","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1754"}},{"Add":{"text":"\t\tON l.file = f.file AND l.location = f.location","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1803"}},{"Add":{"text":"\t\tWHERE f.trip_date = (DATE '$td')","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1838"}},{"Add":{"text":" \t)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1847"}},{"Add":{"text":" GROUP BY location","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1871"}},{"Add":{"text":" ORDER BY Individual DESC; ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1904"}},{"Add":{"text":" \")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1909"}},{"Add":{"text":" DBInterface.close!(con)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1935"}},{"Add":{"text":" df=DataFrame(a)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1953"}},{"Add":{"text":" #select!(df, Not([:file_1, :location_1]))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:1997"}},{"Add":{"text":" push!(df, [\"TOTAL\", sum(df.Solo_Male), sum(df.Solo_Female), sum(df.Duets), sum(df.Individual), sum(df.False_Positives),])","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2121"}},{"Add":{"text":" return df","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2133"}},{"Add":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2137"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2138"}},{"Add":{"text":"for tdate in get_trip_dates()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2168"}},{"Add":{"text":"\tdfx = trip_stats(tdate)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2193"}},{"Add":{"text":"\tCSV.write(\"./_assets/trips/tableinput/$tdate.csv\", dfx)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2250"}},{"Add":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2254"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2255"}},{"Add":{"text":"function get_calls_with_location_trip_date(loc::String, td::Dates.Date)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2327"}},{"Add":{"text":" con = DBInterface.connect(DuckDB.DB, \"/Volumes/SSD1/AudioData.duckdb\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2400"}},{"Add":{"text":" a=DBInterface.execute(con, \"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2431"}},{"Add":{"text":" SELECT","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2440"}},{"Add":{"text":" file,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2450"}},{"Add":{"text":" COALESCE(CAST(male AS INT), 0) AS male,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2494"}},{"Add":{"text":" COALESCE(CAST(female AS INT), 0) AS female,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2542"}},{"Add":{"text":" COALESCE(CAST(duet AS INT), 0) AS duet,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2586"}},{"Add":{"text":" FROM","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2593"}},{"Add":{"text":" (","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2599"}},{"Add":{"text":" \tSELECT m.*, n.file, n.location, n.trip_date","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2650"}},{"Add":{"text":"\t\tFROM pomona_labels_20230418 m","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2682"}},{"Add":{"text":"\t\tLEFT JOIN pomona_files n","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2709"}},{"Add":{"text":"\t\tON m.file = n.file AND m.location = n.location","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2758"}},{"Add":{"text":"\t\tWHERE n.trip_date = (DATE '$td')","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2793"}},{"Add":{"text":" \t)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2802"}},{"Add":{"text":" WHERE","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2810"}},{"Add":{"text":" location = '$loc';","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2833"}},{"Add":{"text":" \")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2838"}},{"Add":{"text":" DBInterface.close!(con) ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2865"}},{"Add":{"text":" a=DataFrame(a) ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2883"}},{"Add":{"text":" return a","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2894"}},{"Add":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2898"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2899"}},{"Add":{"text":"function get_files_with_location_trip_date(loc::String, td::Dates.Date)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:2971"}},{"Add":{"text":" con = DBInterface.connect(DuckDB.DB, \"/Volumes/SSD1/AudioData.duckdb\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3044"}},{"Add":{"text":" a=DBInterface.execute(con, \"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3075"}},{"Add":{"text":" SELECT","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3084"}},{"Add":{"text":" file,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3094"}},{"Add":{"text":" time_bucket(INTERVAL '60 minutes', local_date_time) AS bucket,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3161"}},{"Add":{"text":" night,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3172"}},{"Add":{"text":" FROM","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3179"}},{"Add":{"text":" pomona_files","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3196"}},{"Add":{"text":" WHERE","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3204"}},{"Add":{"text":" location = '$loc' AND trip_date = (DATE '$td'); ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3257"}},{"Add":{"text":" \")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3262"}},{"Add":{"text":" DBInterface.close!(con) ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3289"}},{"Add":{"text":" a=DataFrame(a)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3306"}},{"Add":{"text":" b=filter(row -> row.night = true, a)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3345"}},{"Add":{"text":" select!(b, Not([:night]))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3373"}},{"Add":{"text":" return b","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3384"}},{"Add":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3388"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3389"}},{"Add":{"text":"function get_location_calls_per_hour(loc::String, td::Dates.Date)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3455"}},{"Add":{"text":" l=DataFrame(get_calls_with_location_trip_date(\"$loc\", td))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3516"}},{"Add":{"text":" f=DataFrame(get_files_with_location_trip_date(\"$loc\", td))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3577"}},{"Add":{"text":" df=outerjoin(f, l, on = :file)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3610"}},{"Add":{"text":" select!(df, Not([:file]))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3638"}},{"Add":{"text":" df=coalesce.(df, 0)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3660"}},{"Add":{"text":" gdf = groupby(df, :bucket)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3689"}},{"Add":{"text":" cdf = combine(gdf, :male => sum, :female => sum, :duet => sum)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3754"}},{"Add":{"text":" @transform!(cdf, @byrow :male = :male_sum + :duet_sum)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3811"}},{"Add":{"text":" @transform!(cdf, @byrow :female = :female_sum + :duet_sum)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3872"}},{"Add":{"text":" rename!(cdf, :duet_sum => :duet)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3907"}},{"Add":{"text":" select!(cdf, Not([:male_sum, :female_sum]))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:3953"}},{"Add":{"text":" # there is a lot of data here for further analysis, for now mean calls only.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4032"}},{"Add":{"text":" mm=round(mean(cdf.male); digits=4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4069"}},{"Add":{"text":" fm=round(mean(cdf.female); digits=4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4108"}},{"Add":{"text":" dm=round(mean(cdf.duet); digits=4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4145"}},{"Add":{"text":" row = [loc, mm, fm, dm]","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4171"}},{"Add":{"text":" return row","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4184"}},{"Add":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4188"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4189"}},{"Add":{"text":"function get_location_list(td::Dates.Date)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4232"}},{"Add":{"text":" con = DBInterface.connect(DuckDB.DB, \"/Volumes/SSD1/AudioData.duckdb\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4305"}},{"Add":{"text":" a=DBInterface.execute(con, \"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4336"}},{"Add":{"text":" SELECT","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4347"}},{"Add":{"text":" l.location AS locations,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4378"}},{"Add":{"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"}},{"Add":{"text":" FROM ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4512"}},{"Add":{"text":" (","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4520"}},{"Add":{"text":" \tSELECT m.*, n.file, n.location, n.trip_date","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4571"}},{"Add":{"text":"\t\tFROM pomona_labels_20230418 m","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4603"}},{"Add":{"text":"\t\tLEFT JOIN pomona_files n","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4630"}},{"Add":{"text":"\t\tON m.file = n.file AND m.location = n.location","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4679"}},{"Add":{"text":"\t\tWHERE n.trip_date = (DATE '$td')","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4714"}},{"Add":{"text":" \t) AS l","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4728"}},{"Add":{"text":" WHERE ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4739"}},{"Add":{"text":" l.male = true OR l.female = true OR l.duet = true","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4795"}},{"Add":{"text":" GROUP BY","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4808"}},{"Add":{"text":" l.location","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4825"}},{"Add":{"text":" ORDER BY","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4838"}},{"Add":{"text":" calls DESC;","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4856"}},{"Add":{"text":" \")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4861"}},{"Add":{"text":" DBInterface.close!(con)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4887"}},{"Add":{"text":" a=DataFrame(a)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4904"}},{"Add":{"text":" return a.locations","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4925"}},{"Add":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4929"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4930"}},{"Add":{"text":"dxdf = DataFrame(location = String[]) #duet","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:4974"}},{"Add":{"text":"sxdf = DataFrame(location = String[]) #idividual","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5023"}},{"Add":{"text":"mxdf = DataFrame(location = String[]) #male","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5067"}},{"Add":{"text":"fxdf = DataFrame(location = String[]) #female","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5113"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5114"}},{"Add":{"text":"for tdate in get_trip_dates()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5144"}},{"Add":{"text":" df = DataFrame(","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5162"}},{"Add":{"text":" location = String[],","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5187"}},{"Add":{"text":" male = Float64[],","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5209"}},{"Add":{"text":" female = Float64[],","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5233"}},{"Add":{"text":" duet = Float64[]","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5254"}},{"Add":{"text":" )","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5258"}},{"Add":{"text":" for location in get_location_list(tdate)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5301"}},{"Add":{"text":" \tx=get_location_calls_per_hour(location, tdate)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5351"}},{"Add":{"text":" push!(df, x)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5368"}},{"Add":{"text":" end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5374"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5375"}},{"Add":{"text":" @transform!(df, @byrow :individual = (:male + :female) |> x -> round(x, digits=4))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5460"}},{"Add":{"text":" sort!(df, [:individual], rev=true)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5497"}},{"Add":{"text":" param=Dates.format(tdate, \"yyyy-mm-dd\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5539"}},{"Add":{"text":" local sdf = DataFrame(","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5564"}},{"Add":{"text":" \"location\" => copy(df.location),","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5601"}},{"Add":{"text":" param => copy(df.individual)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5634"}},{"Add":{"text":" )","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5640"}},{"Add":{"text":" local ddf = DataFrame(","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5665"}},{"Add":{"text":" \"location\" => copy(df.location),","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5702"}},{"Add":{"text":" param => copy(df.duet)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5729"}},{"Add":{"text":" )","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5735"}},{"Add":{"text":" local mdf = DataFrame(","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5761"}},{"Add":{"text":" \"location\" => copy(df.location),","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5798"}},{"Add":{"text":" param => copy(df.male)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5825"}},{"Add":{"text":" )","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5831"}},{"Add":{"text":" local fdf = DataFrame(","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5858"}},{"Add":{"text":" \"location\" => copy(df.location),","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5895"}},{"Add":{"text":" param => copy(df.female)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5924"}},{"Add":{"text":" )","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5930"}},{"Add":{"text":" # needs to be here before the push to add total","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:5980"}},{"Add":{"text":" global dxdf = outerjoin(dxdf, ddf, on = :location)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:6033"}},{"Add":{"text":" global sxdf = outerjoin(sxdf, sdf, on = :location)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:6086"}},{"Add":{"text":" global mxdf = outerjoin(mxdf, mdf, on = :location)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:6139"}},{"Add":{"text":" global fxdf = outerjoin(fxdf, fdf, on = :location)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:6192"}},{"Add":{"text":" # add total row at bottom of call peer hour table","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:6244"}},{"Add":{"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"}},{"Add":{"text":" CSV.write(\"./_assets/trips/tableinput/$(tdate)-cph.csv\", df)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:6514"}},{"Add":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:6518"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:6519"}},{"Add":{"text":"sort!(sxdf)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:6531"}},{"Add":{"text":"sort!(dxdf)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:6543"}},{"Add":{"text":"sort!(mxdf)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:6555"}},{"Add":{"text":"sort!(fxdf)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:6567"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:6568"}},{"Add":{"text":"stack(sxdf, Not([:location]), variable_name=:trip_date, value_name=:calls_per_hour) |> ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:6656"}},{"Add":{"text":" @vlplot(:rect, y=:location, x=\"trip_date:o\", color=:calls_per_hour) |>","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:6729"}},{"Add":{"text":" x -> save(\"./_assets/trips/calls_per_hour_by_location_trip_date.svg\", x)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:6804"}},{"Add":{"text":"stack(dxdf, Not([:location]), variable_name=:trip_date, value_name=:duets_per_hour) |> ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:6892"}},{"Add":{"text":" @vlplot(:rect, y=:location, x=\"trip_date:o\", color=:duets_per_hour) |>","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:6965"}},{"Add":{"text":" x -> save(\"./_assets/trips/duets_per_hour_by_location_trip_date.svg\", x)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:7040"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:7041"}},{"Add":{"text":"#write tables for individual, duet, male, female","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:7090"}},{"Add":{"text":"something.(sxdf, missing) |> CSV.write(\"./_assets/trips/tableinput/summary_individual_cph.csv\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:7186"}},{"Add":{"text":"something.(dxdf, missing) |> CSV.write(\"./_assets/trips/tableinput/summary_duets_cph.csv\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:7277"}},{"Add":{"text":"something.(mxdf, missing) |> CSV.write(\"./_assets/trips/tableinput/summary_male_cph.csv\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:7367"}},{"Add":{"text":"something.(fxdf, missing) |> CSV.write(\"./_assets/trips/tableinput/summary_female_cph.csv\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:7459"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:7460"}},{"Add":{"text":"#drop col 2022-03-23 because only N14 serviced and svg's already generated","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:7535"}},{"Add":{"text":"#lots of locations 2022-04-27 miss out on slope graph for N14/2022-03-23","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:7608"}},{"Add":{"text":"#if you change anything in the charts I may need to regenerate 2022-03-23 svg's","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:7688"}},{"Add":{"text":"#by commenting following then build, then uncomment, build again","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:7753"}},{"Add":{"text":"#####actually nothing burger because 18 moths only just put out there","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:7823"}},{"Add":{"text":"#left the new 2022-04-27 svg's in though and reverted to normal, so may need to ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:7904"}},{"Add":{"text":"#maintain them if I make changes","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:7937"}},{"Add":{"text":"#select!(mxdf, Not([\"2022-03-23\"]))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:7973"}},{"Add":{"text":"#select!(fxdf, Not([\"2022-03-23\"]))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8009"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8010"}},{"Add":{"text":"#male slope graphs","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8029"}},{"Add":{"text":"for col in 3:ncol(mxdf)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8053"}},{"Add":{"text":" df2=mxdf[:, [1, (col-1), col]] |> dropmissing","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8101"}},{"Add":{"text":" df3=stack(df2, Not([:location]), variable_name=:trip_date, value_name=:calls_per_hour) #|> ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8195"}},{"Add":{"text":" !isempty(df3) && df3 |> ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8222"}},{"Add":{"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"}},{"Add":{"text":" x -> save(\"./_assets/trips/$(levels(df3.trip_date)[end])-msg.svg\", x) ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8473"}},{"Add":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8477"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8478"}},{"Add":{"text":"#female slope graphs","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8499"}},{"Add":{"text":"for col in 3:ncol(fxdf)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8523"}},{"Add":{"text":" df2=fxdf[:, [1, (col-1), col]] |> dropmissing","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8571"}},{"Add":{"text":" df3=stack(df2, Not([:location]), variable_name=:trip_date, value_name=:calls_per_hour) #|> ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8665"}},{"Add":{"text":" !isempty(df3) && df3 |> ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8692"}},{"Add":{"text":" @vlplot(mark={:line, strokeWidth=2}, width={step=100}, height=300, y=:calls_per_hour, x={\"trip_date:o\", scale={padding=0.5}}, color=:location, title=\"Female Calls per Hour\") |> ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8872"}},{"Add":{"text":" x -> save(\"./_assets/trips/$(levels(df3.trip_date)[end])-fsg.svg\", x) ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8947"}},{"Add":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8951"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8952"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8953"}},{"Add":{"text":"```","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8957"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8958"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8959"}},{"Add":{"text":"# Trips","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8967"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8968"}},{"Add":{"text":"\\toc","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8973"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8974"}},{"Add":{"text":"## Kiwi Calls per Hour","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8997"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:8998"}},{"Add":{"text":"![Calls per Hour](/assets/trips/calls_per_hour_by_location_trip_date.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9072"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9073"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9173"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9174"}},{"Add":{"text":"## Trip Reports","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9190"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9191"}},{"Add":{"text":"### 2023","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9200"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9201"}},{"Add":{"text":"* [2023-11-02](/trips/2023-11-02)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9235"}},{"Add":{"text":"* [2023-10-19](/trips/2023-10-19)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9269"}},{"Add":{"text":"* [2023-09-11](/trips/2023-09-11)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9303"}},{"Add":{"text":"* [2023-07-22](/trips/2023-07-22)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9337"}},{"Add":{"text":"* [2023-06-22](/trips/2023-06-22)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9371"}},{"Add":{"text":"* [2023-06-10](/trips/2023-06-10)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9405"}},{"Add":{"text":"* [2023-04-15](/trips/2023-04-15)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9439"}},{"Add":{"text":"* [2023-02-17](/trips/2023-02-17)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9473"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9474"}},{"Add":{"text":"### 2022","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9483"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9484"}},{"Add":{"text":"* [2022-12-17](/trips/2022-12-17)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9518"}},{"Add":{"text":"* [2022-10-08](/trips/2022-10-08)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9552"}},{"Add":{"text":"* [2022-08-27](/trips/2022-08-27)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9586"}},{"Add":{"text":"* [2022-06-18](/trips/2022-06-18)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9620"}},{"Add":{"text":"* [2022-05-27](/trips/2022-05-27)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9654"}},{"Add":{"text":"* [2022-04-27](/trips/2022-04-27)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9688"}},{"Add":{"text":"* [2022-03-23](/trips/2022-03-23)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9722"}},{"Add":{"text":"* [2022-02-25](/trips/2022-02-25)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9756"}},{"Add":{"text":"* [2022-02-12](/trips/2022-02-12)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9790"}},{"Add":{"text":"* [2022-01-17](/trips/2022-01-17)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9824"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9825"}},{"Add":{"text":"### 2021","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9834"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9835"}},{"Add":{"text":"* [2021-12-18](/trips/2021-12-18)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9869"}},{"Add":{"text":"* [2021-11-25](/trips/2021-11-25)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9903"}},{"Add":{"text":"* [2021-11-13](/trips/2021-11-13)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9937"}},{"Add":{"text":"* [2021-10-28](/trips/2021-10-28)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9971"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:9972"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10067"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10068"}},{"Add":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10075"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10076"}},{"Add":{"text":"* [Kiwi Radio](https://podcasters.spotify.com/pod/show/skraak) (Spotify)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10149"}}]}},{"FileAdd":{"meta":{"basename":"2023-11-02.md","metadata":0},"context":[{"change":0,"pos":395}],"contents":[{"Add":{"text":"@def title = \"2023-11-02\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10210"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10211"}},{"Add":{"text":"# 2023-11-02","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10224"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10225"}},{"Add":{"text":"__To:__ Pomona","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10240"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10241"}},{"Add":{"text":"__How:__ By bike, foot, raft, foot, bike.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10283"}},{"Add":{"text":"## Overview","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10295"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10296"}},{"Add":{"text":"\\tableinput{}{/assets/trips/tableinput/2023-11-02.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10351"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10352"}},{"Add":{"text":"## Calls per Hour","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10370"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10371"}},{"Add":{"text":"\\tableinput{}{/assets/trips/tableinput/2023-11-02-cph.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10430"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10431"}},{"Add":{"text":"## Changes","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10442"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10443"}},{"Add":{"text":"![Female Calls per Hour](/assets/trips/2023-11-02-fsg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10502"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10503"}},{"Add":{"text":"---","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10507"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10508"}},{"Add":{"text":"![Male Calls per Hour](/assets/trips/2023-11-02-msg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10565"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10566"}},{"Add":{"text":"## Newsletter","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10580"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10581"}},{"Add":{"text":"@@newsletter","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10594"}},{"Add":{"text":"__2023-11-02__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10609"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10610"}},{"Add":{"text":"I was on Pomona betweeen then 1st and 3rd of November to:","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10668"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10669"}},{"Add":{"text":"- service 10 permanent kiwi micro moths.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10710"}},{"Add":{"text":"- place 3 new moths in trap boxes.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10745"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10746"}},{"Add":{"text":"The weather was calm and beautiful.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10782"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10783"}},{"Add":{"text":"Active Moth Locations","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10805"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10806"}},{"Add":{"text":"- Micro Moths: C05, D03, D09, F10, G05, H04, M04, N14, N20, NB14","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10871"}},{"Add":{"text":"- Pomona Box Moths: D03, H09, P09","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10905"}},{"Add":{"text":"- Pomona 1/30 Moths: C03, G05, H01, J11, P09 (not checked)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:10964"}},{"Add":{"text":"- Rona 1/30 Moths: 287, 343, 620, 635, 778.1 (not checked)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:11023"}},{"Add":{"text":"- Rona Box Moths: Simons Camp","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:11053"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:11054"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:11055"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:11056"}},{"Add":{"text":"Some Audio:","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:11068"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:11069"}},{"Add":{"text":"Apologies, I can't describe each link. Luck of the draw. Most are closer duets or female kiwi.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:11164"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:11165"}},{"Add":{"text":"__D03__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:11173"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:11314"}},{"Add":{"text":"__M04__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:11322"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:11463"}},{"Add":{"text":"__NB14__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:11472"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:11614"}},{"Add":{"text":"__N14__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:11622"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:11763"}},{"Add":{"text":"__S13T__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:11772"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12052"}},{"Add":{"text":"__N20__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12060"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12201"}},{"Add":{"text":"__W04__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12209"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12350"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12351"}},{"Add":{"text":"[Subscribe](https://tinyletter.com/fiordlandpacks) to newsletter.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12417"}},{"Add":{"text":"@@","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12420"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12421"}},{"Add":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12428"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12429"}},{"Add":{"text":" * Back to [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12458"}}]}},{"FileAdd":{"meta":{"basename":"2023-10-19.md","metadata":0},"context":[{"change":0,"pos":395}],"contents":[{"Add":{"text":"@def title = \"2023-10-19\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12524"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12525"}},{"Add":{"text":"# 2023-10-19","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12538"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12539"}},{"Add":{"text":"__To:__ Pomona","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12554"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12555"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12724"}},{"Add":{"text":"Thank you, it was a big ask.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12753"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12754"}},{"Add":{"text":"## Note","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12762"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12763"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12912"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12998"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:12999"}},{"Add":{"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"}},{"Add":{"text":"> A11 and N08M show the same pattern at a lower call rate.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13286"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13287"}},{"Add":{"text":"## Overview","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13299"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13300"}},{"Add":{"text":"\\tableinput{}{/assets/trips/tableinput/2023-10-19.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13355"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13356"}},{"Add":{"text":"## Calls per Hour","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13374"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13375"}},{"Add":{"text":"\\tableinput{}{/assets/trips/tableinput/2023-10-19-cph.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13434"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13435"}},{"Add":{"text":"## Changes","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13446"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13447"}},{"Add":{"text":"![Female Calls per Hour](/assets/trips/2023-10-19-fsg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13506"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13507"}},{"Add":{"text":"---","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13511"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13512"}},{"Add":{"text":"![Male Calls per Hour](/assets/trips/2023-10-19-msg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13569"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13570"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13571"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13572"}},{"Add":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13579"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13580"}},{"Add":{"text":" * Back to [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13609"}}]}},{"FileAdd":{"meta":{"basename":"2023-09-11.md","metadata":0},"context":[{"change":0,"pos":395}],"contents":[{"Add":{"text":"@def title = \"2023-09-11\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13675"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13676"}},{"Add":{"text":"# 2023-09-11","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13689"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13690"}},{"Add":{"text":"__To:__ Pomona","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13705"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13706"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13838"}},{"Add":{"text":"## Overview","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13850"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13851"}},{"Add":{"text":"\\tableinput{}{/assets/trips/tableinput/2023-09-11.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13906"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13907"}},{"Add":{"text":"## Calls per Hour","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13925"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13926"}},{"Add":{"text":"\\tableinput{}{/assets/trips/tableinput/2023-09-11-cph.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13985"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13986"}},{"Add":{"text":"## Changes","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13997"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:13998"}},{"Add":{"text":"![Female Calls per Hour](/assets/trips/2023-09-11-fsg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14057"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14058"}},{"Add":{"text":"---","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14062"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14063"}},{"Add":{"text":"![Male Calls per Hour](/assets/trips/2023-09-11-msg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14120"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14121"}},{"Add":{"text":"## Newsletter","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14135"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14136"}},{"Add":{"text":"@@newsletter","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14149"}},{"Add":{"text":"__2023-09-11__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14164"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14165"}},{"Add":{"text":"I was on Pomona betweeen then 10th and 13th August to:","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14220"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14221"}},{"Add":{"text":"- service 10 permanent kiwi micro moths.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14262"}},{"Add":{"text":"- service 10 temporary kiwi moths.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14297"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14473"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14590"}},{"Add":{"text":"Active Moth Locations","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14612"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14613"}},{"Add":{"text":"- Micro Moths: C05, D03, D09, F10, G05, H04, M04, N14, N20, NB14","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14678"}},{"Add":{"text":"- Kiwi Moths: A11, H09, J06, S23, W20, CB11, S13T, W04, V05, N08M (Was August only, now September too)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14781"}},{"Add":{"text":"- Pomona 1/30 Moths: C03, G05, H01, J11, P09","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14826"}},{"Add":{"text":"- Rona 1/30 Moths: 287, 343, 620, 635, 778.1 (not checked)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14885"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:14886"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:15043"}},{"Add":{"text":"Calls detected in this batch of data (including the 5 24/7 moths recording 1 minute in 30):","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:15135"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:15136"}},{"Add":{"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"}},{"Add":{"text":"- 350 (249 last time) Solo Female Calls","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:15314"}},{"Add":{"text":"- 2156 (1432 last time) Solo Male Calls","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:15354"}},{"Add":{"text":"- 885 (222 last time) False Positives","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:15392"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:15393"}},{"Add":{"text":"The increase in false positives is due to the return of frogs to N20, and very active kaka.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:15485"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:15486"}},{"Add":{"text":"__The C05 kiwi seem extra busy, maybe they are incubating an egg.__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:15554"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:15555"}},{"Add":{"text":"Since the last Pomona trip:","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:15583"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"text":"- using a pretrained Resnet model I managed around 87% accuracy in 30 epochs or so.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:16326"}},{"Add":{"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"}},{"Add":{"text":"```","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:16667"}},{"Add":{"text":"Epoch: 24","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:16677"}},{"Add":{"text":"accuracy = 0.9067","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:16695"}},{"Add":{"text":"│ 4×4 Named Matrix{Int64}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:16727"}},{"Add":{"text":"│ targets ╲ predicts │ 1 2 3 4","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:16782"}},{"Add":{"text":"│ ───────────────────┼───────────────────────","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:16919"}},{"Add":{"text":"│ 1 │ 380 8 61 11","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:16972"}},{"Add":{"text":"│ 2 │ 3 396 45 18","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:17025"}},{"Add":{"text":"│ 3 │ 28 20 2264 81","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:17078"}},{"Add":{"text":"└ 4 │ 8 24 147 1370","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:17131"}},{"Add":{"text":"```","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:17135"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"text":"```","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:18130"}},{"Add":{"text":"accuracy = 0.9804","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:18148"}},{"Add":{"text":"┌ Info: eval","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:18163"}},{"Add":{"text":"│ v_cmatrix =","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:18181"}},{"Add":{"text":"│ 2×2 Named Matrix{Int64}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:18213"}},{"Add":{"text":"│ targets ╲ predicts │ 1 2","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:18260"}},{"Add":{"text":"│ ───────────────────┼───────────────","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:18373"}},{"Add":{"text":"│ 1 │ 21621 4731","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:18418"}},{"Add":{"text":"└ 2 │ 669 247923","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:18463"}},{"Add":{"text":"```","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:18467"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:19810"}},{"Add":{"text":"__This is still work in progress, too busy:__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:19856"}},{"Add":{"text":"```","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:19860"}},{"Add":{"text":"My next exploratory analysis, coming soon, will be around the number of male calls recorded vs female.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:19963"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:19964"}},{"Add":{"text":"There are a few possible explanations:","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:20003"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:20004"}},{"Add":{"text":"- Male kiwi just call more","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:20031"}},{"Add":{"text":"- Male calls carry further, therefore I am getting the same call on multiple recorders","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:20118"}},{"Add":{"text":"- Could my model be missing female calls?","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:20160"}},{"Add":{"text":"- Am I misclassifying some male calls as female?","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:20209"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:20210"}},{"Add":{"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"}},{"Add":{"text":"```","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:20368"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:20369"}},{"Add":{"text":"Some Audio:","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:20381"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:20382"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:20524"}},{"Add":{"text":"__C05__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:20532"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:20813"}},{"Add":{"text":"__CB11__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:20822"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:20964"}},{"Add":{"text":"__D03__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:20972"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:21113"}},{"Add":{"text":"__D09__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:21121"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:21402"}},{"Add":{"text":"__F10__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:21410"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:22107"}},{"Add":{"text":"__G05__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:22115"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:22256"}},{"Add":{"text":"__H04__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:22264"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:22545"}},{"Add":{"text":"__J06__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:22553"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:22694"}},{"Add":{"text":"__M04__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:22702"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:22843"}},{"Add":{"text":"__N08M__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:22852"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:22994"}},{"Add":{"text":"__N20__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:23002"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:23283"}},{"Add":{"text":"__NB14__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:23292"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:23715"}},{"Add":{"text":"__S13T__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:23724"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:24007"}},{"Add":{"text":"__S23__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:24015"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:24296"}},{"Add":{"text":"__V04__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:24304"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:24722"}},{"Add":{"text":"__W04__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:24730"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:24871"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:24872"}},{"Add":{"text":"[Subscribe](https://tinyletter.com/fiordlandpacks) to newsletter.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:24938"}},{"Add":{"text":"@@","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:24941"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:24942"}},{"Add":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:24949"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:24950"}},{"Add":{"text":" * Back to [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:24979"}}]}},{"FileAdd":{"meta":{"basename":"2023-07-22.md","metadata":0},"context":[{"change":0,"pos":395}],"contents":[{"Add":{"text":"@def title = \"2023-07-22\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25045"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25046"}},{"Add":{"text":"# 2023-07-22","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25059"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25060"}},{"Add":{"text":"__To:__ Pomona","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25075"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25076"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25231"}},{"Add":{"text":"## Overview","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25243"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25244"}},{"Add":{"text":"\\tableinput{}{/assets/trips/tableinput/2023-07-22.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25299"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25300"}},{"Add":{"text":"## Calls per Hour","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25318"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25319"}},{"Add":{"text":"\\tableinput{}{/assets/trips/tableinput/2023-07-22-cph.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25378"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25379"}},{"Add":{"text":"## Changes","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25390"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25391"}},{"Add":{"text":"![Female Calls per Hour](/assets/trips/2023-07-22-fsg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25450"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25451"}},{"Add":{"text":"---","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25455"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25456"}},{"Add":{"text":"![Male Calls per Hour](/assets/trips/2023-07-22-msg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25513"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25514"}},{"Add":{"text":"## Newsletter","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25528"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25529"}},{"Add":{"text":"@@newsletter","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25542"}},{"Add":{"text":"__2023-07-29__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25557"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25558"}},{"Add":{"text":"I was on Pomona betweeen then 21st and 24th July to:","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25611"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25612"}},{"Add":{"text":"- service 8 micro moths","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25636"}},{"Add":{"text":"- replace the 2 nonfunctional micro moths at G05 and F09 (now F10)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25703"}},{"Add":{"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"}},{"Add":{"text":"- There are also still 5 moths recording 1 minute in every 30, 24/7, but they did not require attention.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25956"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25957"}},{"Add":{"text":"The weather was beautiful when not foggy.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:25999"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:26000"}},{"Add":{"text":"[video](https://res.cloudinary.com/dofwwje6q/video/upload/v1690433707/Pomona/2023-07-22/IMG_6400_wkajjj.mov)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:26109"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:26110"}},{"Add":{"text":"I did a bit of walking:","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:26134"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:26135"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:26346"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:26563"}},{"Add":{"text":"Active Moth Locations","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:26585"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:26586"}},{"Add":{"text":"- Micro Moths: C05, D03, D09, F10, G05, H04, M04, N14, N20, NB14","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:26651"}},{"Add":{"text":"- Kiwi Moths: A11, H09, J06, S23, W20, CB11, S13T, W4, V05 (August only)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:26724"}},{"Add":{"text":"- Pomona 1/30 Moths: C03, G05, H01, J11, P09","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:26769"}},{"Add":{"text":"- Rona 1/30 Moths: 287, 343, 620, 635, 778.1","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:26814"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:26815"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:26980"}},{"Add":{"text":"Rough calls detected in this batch of data:","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:27024"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:27025"}},{"Add":{"text":"- 213 Duets","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:27037"}},{"Add":{"text":"- 249 Solo Female Calls","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:27061"}},{"Add":{"text":"- 1432 Solo Male Calls","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:27084"}},{"Add":{"text":"- 222 False Positives (10.5%)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:27115"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:27116"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:27272"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:27552"}},{"Add":{"text":"There are a few explanations:","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:27582"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:27583"}},{"Add":{"text":"- Male kiwi just call more","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:27610"}},{"Add":{"text":"- Male calls carry further, therefore I am getting the same call on multiple recorders","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:27697"}},{"Add":{"text":"- Could my model be missing female calls?","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:27739"}},{"Add":{"text":"- Am I misclassifying some male calls as female?","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:27788"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:27789"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:28107"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:28302"}},{"Add":{"text":"__C05__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:28310"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:28311"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:28874"}},{"Add":{"text":"__D03__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:28882"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:28883"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:29309"}},{"Add":{"text":"__D09__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:29317"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:29318"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:29882"}},{"Add":{"text":"__H04__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:29890"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:29891"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:30952"}},{"Add":{"text":"__M04__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:30960"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:30961"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:32773"}},{"Add":{"text":"__N14__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:32781"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:32782"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:33063"}},{"Add":{"text":"__N20__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:33071"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:33072"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:34297"}},{"Add":{"text":"__NB14__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:34306"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:34307"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35153"}},{"Add":{"text":"[Subscribe](https://tinyletter.com/fiordlandpacks) to newsletter.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35219"}},{"Add":{"text":"@@","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35222"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35223"}},{"Add":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35230"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35231"}},{"Add":{"text":" * Back to [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35260"}}]}},{"FileAdd":{"meta":{"basename":"2023-06-22.md","metadata":0},"context":[{"change":0,"pos":395}],"contents":[{"Add":{"text":"@def title = \"2023-06-22\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35326"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35327"}},{"Add":{"text":"# 2023-06-22","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35340"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35341"}},{"Add":{"text":"__To:__ Bowen","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35355"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35356"}},{"Add":{"text":"__How:__ By car, 2 moths recording 1/30 placed, thanks to Stanley Mulvany and Paula MacFarlane.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35452"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35453"}},{"Add":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35460"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35461"}},{"Add":{"text":" * Back to [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35489"}}]}},{"FileAdd":{"meta":{"basename":"2023-06-10.md","metadata":0},"context":[{"change":0,"pos":395}],"contents":[{"Add":{"text":"@def title = \"2023-06-10\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35555"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35556"}},{"Add":{"text":"# 2023-06-10","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35569"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35570"}},{"Add":{"text":"__To:__ Pomona, Rona","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35591"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35592"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35795"}},{"Add":{"text":"## Overview","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35807"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35808"}},{"Add":{"text":"\\tableinput{}{/assets/trips/tableinput/2023-06-10.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35863"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35864"}},{"Add":{"text":"## Calls per Hour","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35882"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35883"}},{"Add":{"text":"\\tableinput{}{/assets/trips/tableinput/2023-06-10-cph.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35942"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35943"}},{"Add":{"text":"## Changes","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35954"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:35955"}},{"Add":{"text":"![Female Calls per Hour](/assets/trips/2023-06-10-fsg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:36014"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:36015"}},{"Add":{"text":"---","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:36019"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:36020"}},{"Add":{"text":"![Male Calls per Hour](/assets/trips/2023-06-10-msg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:36077"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:36078"}},{"Add":{"text":"## Newsletter","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:36092"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:36093"}},{"Add":{"text":"@@newsletter","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:36106"}},{"Add":{"text":"__2023-06-27__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:36121"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:36122"}},{"Add":{"text":"I was on Pomona and Rona around the 10th or 12th of June, after the bad May weather ended.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:36213"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:36214"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:36367"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:36502"}},{"Add":{"text":"5 new moths were placed on Pomona, recording 1 minute in 30, 24/7.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:36569"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:36570"}},{"Add":{"text":"5 new moths were placed on Rona, also recording 1 minute in 30, 24/7.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:36640"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:36641"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:36974"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:37371"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:37572"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:37777"}},{"Add":{"text":"__Audio__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:37787"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39303"}},{"Add":{"text":"[Subscribe](https://tinyletter.com/fiordlandpacks) to newsletter.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39369"}},{"Add":{"text":"@@","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39372"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39373"}},{"Add":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39380"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39381"}},{"Add":{"text":" * Back to [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39410"}}]}},{"FileAdd":{"meta":{"basename":"2023-04-15.md","metadata":0},"context":[{"change":0,"pos":395}],"contents":[{"Add":{"text":"@def title = \"2023-04-15\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39476"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39477"}},{"Add":{"text":"# 2023-04-15","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39490"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39491"}},{"Add":{"text":"__To:__ Pomona","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39506"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39507"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39653"}},{"Add":{"text":"## Overview","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39665"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39666"}},{"Add":{"text":"\\tableinput{}{/assets/trips/tableinput/2023-04-15.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39721"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39722"}},{"Add":{"text":"## Calls per Hour","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39740"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39741"}},{"Add":{"text":"\\tableinput{}{/assets/trips/tableinput/2023-04-15-cph.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39800"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39801"}},{"Add":{"text":"## Changes","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39812"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39813"}},{"Add":{"text":"![Female Calls per Hour](/assets/trips/2023-04-15-fsg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39872"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39873"}},{"Add":{"text":"---","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39877"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39878"}},{"Add":{"text":"![Male Calls per Hour](/assets/trips/2023-04-15-msg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39935"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39936"}},{"Add":{"text":"## Newsletter","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39950"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39951"}},{"Add":{"text":"@@newsletter","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39964"}},{"Add":{"text":"__2023-04-21__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39979"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:39980"}},{"Add":{"text":"I was on Pomona and Rona last weekend collecting sd cards and reconfiguring moths to record longer winter hours.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:40093"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:40094"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:40292"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:40436"}},{"Add":{"text":"The analysis is now where I get to spend my time, which is great.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:40502"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:40503"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:40742"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:41152"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:41444"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:41597"}},{"Add":{"text":"Not many Kaka detected, they seem to be elsewhere.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:41648"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:41649"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:41786"}},{"Add":{"text":"Sing Kiwi Sing","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:41801"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:41802"}},{"Add":{"text":"[Subscribe](https://tinyletter.com/fiordlandpacks) to newsletter.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:41868"}},{"Add":{"text":"@@","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:41871"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:41872"}},{"Add":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:41879"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:41880"}},{"Add":{"text":" * Back to [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:41909"}}]}},{"FileAdd":{"meta":{"basename":"2023-02-17.md","metadata":0},"context":[{"change":0,"pos":395}],"contents":[{"Add":{"text":"@def title = \"2023-02-17\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:41975"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:41976"}},{"Add":{"text":"# 2023-02-17","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:41989"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:41990"}},{"Add":{"text":"__To:__ Pomona","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42005"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42006"}},{"Add":{"text":"__How:__ By bicycle, foot, packraft, foot, packraft, foot, bicycle.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42074"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42075"}},{"Add":{"text":"## Overview","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42087"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42088"}},{"Add":{"text":"\\tableinput{}{/assets/trips/tableinput/2023-02-17.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42143"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42144"}},{"Add":{"text":"## Calls per Hour","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42162"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42163"}},{"Add":{"text":"\\tableinput{}{/assets/trips/tableinput/2023-02-17-cph.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42222"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42223"}},{"Add":{"text":"## Changes","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42234"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42235"}},{"Add":{"text":"![Female Calls per Hour](/assets/trips/2023-02-17-fsg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42294"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42295"}},{"Add":{"text":"---","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42299"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42300"}},{"Add":{"text":"![Male Calls per Hour](/assets/trips/2023-02-17-msg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42357"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42358"}},{"Add":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42365"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42366"}},{"Add":{"text":" * Back to [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42395"}}]}},{"FileAdd":{"meta":{"basename":"2022-12-17.md","metadata":0},"context":[{"change":0,"pos":395}],"contents":[{"Add":{"text":"@def title = \"2022-12-17\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42461"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42462"}},{"Add":{"text":"# 2022-12-17","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42475"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42476"}},{"Add":{"text":"__To:__ Pomona","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42491"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42492"}},{"Add":{"text":"__How:__ By bicycle, foot, packraft, more packraft, boat thanks to Pomona Trust, car, bicycle.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42587"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42588"}},{"Add":{"text":"## Overview","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42600"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42601"}},{"Add":{"text":"\\tableinput{}{/assets/trips/tableinput/2022-12-17.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42656"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42657"}},{"Add":{"text":"## Calls per Hour","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42675"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42676"}},{"Add":{"text":"\\tableinput{}{/assets/trips/tableinput/2022-12-17-cph.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42735"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42736"}},{"Add":{"text":"## Changes","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42747"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42748"}},{"Add":{"text":"![Female Calls per Hour](/assets/trips/2022-12-17-fsg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42807"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42808"}},{"Add":{"text":"---","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42812"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42813"}},{"Add":{"text":"![Male Calls per Hour](/assets/trips/2022-12-17-msg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42870"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42871"}},{"Add":{"text":"## Newsletter","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42885"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42886"}},{"Add":{"text":"@@newsletter","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42899"}},{"Add":{"text":"__2022-12-29__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42914"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42915"}},{"Add":{"text":"I finished the first pass over the data from my last trip on the 17th of December.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42998"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:42999"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:43708"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:44079"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:44696"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:45357"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:45521"}},{"Add":{"text":"I had a mind boggling 10 716 detections to wade through:","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:45578"}},{"Add":{"text":"- 11 files got a ?","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:45597"}},{"Add":{"text":"- 7 Geese","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:45607"}},{"Add":{"text":"- 22 Kaka, yes 22! C05, D03, F05, F09, H04, M04, S13T, T10.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:45667"}},{"Add":{"text":"- 5 Kea, D03 & D09","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:45686"}},{"Add":{"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"}},{"Add":{"text":"- Many creaking trees from J11, also need to add them in to the model.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:45873"}},{"Add":{"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"}},{"Add":{"text":"- Only 22 morepork, my new model is right onto it.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:46113"}},{"Add":{"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"}},{"Add":{"text":"\t","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:46288"}},{"Add":{"text":"- 219 Close Kiwi detections","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:46316"}},{"Add":{"text":"- 258 Duets, provisionally.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:46344"}},{"Add":{"text":"\t","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:46346"}},{"Add":{"text":"- 677 Female Kiwi","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:46364"}},{"Add":{"text":"- 2607 Male Kiwi","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:46381"}},{"Add":{"text":"- This is an under estimate, it is raw detections, many detections will be chopped up into more than 1 call.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:46490"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:46491"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:46671"}},{"Add":{"text":"First I need to reduce my false positives.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:46714"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:46715"}},{"Add":{"text":"The Plan:","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:46725"}},{"Add":{"text":"- Finish labelling this data","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:46754"}},{"Add":{"text":"- Construct a new dataset","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:46780"}},{"Add":{"text":"- Train a new model, this one will likely classify Male/Female/NotKiwi","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:46851"}},{"Add":{"text":"- Go through all my data with hopefully fewer false positives.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:46914"}},{"Add":{"text":"- Train a new new model t use on the next tranche of fresh data.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:46979"}},{"Add":{"text":"\t","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:46981"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:47101"}},{"Add":{"text":"In future my skraak notbook will need to be re-written to accomodate a simpler, more automated labelling scheme.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:47214"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:47215"}},{"Add":{"text":"__Video__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:47225"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:49728"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:49729"}},{"Add":{"text":"__Audio__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:49739"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"text":"- [C05](https://res.cloudinary.com/dofwwje6q/video/upload/v1672306542/Pomona/2022-12-29/C05-20211127_021500_fijobn.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:50276"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"text":"- [C05](https://res.cloudinary.com/dofwwje6q/video/upload/v1672306526/Pomona/2022-12-29/C05-20211203_003001_fqls0f.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:50813"}},{"Add":{"text":"- [C05](https://res.cloudinary.com/dofwwje6q/video/upload/v1672306524/Pomona/2022-12-29/C05_20211029_020000_jmhlag.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:50933"}},{"Add":{"text":"- [C05](https://res.cloudinary.com/dofwwje6q/video/upload/v1672306522/Pomona/2022-12-29/C05-20211203_004500_ebnvs7.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51053"}},{"Add":{"text":"- [C05](https://res.cloudinary.com/dofwwje6q/video/upload/v1672306522/Pomona/2022-12-29/C05-20211128_040000_eiai2y.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51173"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51313"}},{"Add":{"text":"[Subscribe](https://tinyletter.com/fiordlandpacks) to newsletter.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51379"}},{"Add":{"text":"@@","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51382"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51383"}},{"Add":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51390"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51391"}},{"Add":{"text":" * Back to [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51420"}}]}},{"FileAdd":{"meta":{"basename":"2022-10-08.md","metadata":0},"context":[{"change":0,"pos":395}],"contents":[{"Add":{"text":"@def title = \"2022-10-08\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51486"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51487"}},{"Add":{"text":"# 2022-10-08","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51500"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51501"}},{"Add":{"text":"__To:__ Pomona","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51516"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51517"}},{"Add":{"text":"__How:__ By boat in and out thanks to Pomona Trust and Nick Key of Adventure Kayak and Cruise.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51612"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51613"}},{"Add":{"text":"## Overview","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51625"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51626"}},{"Add":{"text":"\\tableinput{}{/assets/trips/tableinput/2022-10-08.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51681"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51682"}},{"Add":{"text":"## Calls per Hour","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51700"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51701"}},{"Add":{"text":"\\tableinput{}{/assets/trips/tableinput/2022-10-08-cph.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51760"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51761"}},{"Add":{"text":"## Changes","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51772"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51773"}},{"Add":{"text":"![Female Calls per Hour](/assets/trips/2022-10-08-fsg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51832"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51833"}},{"Add":{"text":"---","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51837"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51838"}},{"Add":{"text":"![Male Calls per Hour](/assets/trips/2022-10-08-msg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51895"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51896"}},{"Add":{"text":"## Newsletter","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51910"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51911"}},{"Add":{"text":"@@newsletter","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51924"}},{"Add":{"text":"__2022-12-06__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51939"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:51940"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:52097"}},{"Add":{"text":"Notebook at [skraak.kiwi](https://skraak.kiwi)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:52144"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:52145"}},{"Add":{"text":"H15, WB09, WD05 no detections.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:52177"}},{"Add":{"text":"J11 only one detection.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:52202"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:52392"}},{"Add":{"text":"New active pair at KS06","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:52416"}},{"Add":{"text":"New active pair at S13T","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:52440"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:52441"}},{"Add":{"text":"F09 is very active and I now have almost as much data from them as I do from C05.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:52523"}},{"Add":{"text":"The pair at N20 make a lot of noise and so do the frogs, which makes it a challenging location.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:52620"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:52621"}},{"Add":{"text":"D03 male seems to have paired up but not certain, need more data.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:52689"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:52690"}},{"Add":{"text":"Kaka heard at M04 twice, and once at S13T. Please stay kaka.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:52751"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:52752"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:52899"}},{"Add":{"text":"Last week I attended an online audiomoth conference, and learned some stuff that can help me to move forward.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:53009"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:53010"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:53157"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:53337"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:53538"}},{"Add":{"text":"Soon I will take a look at how call behaviour relates to temperature. ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:53609"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:53610"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:53842"}},{"Add":{"text":"Time zone info is just a good check to make sure my data is consistent.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:53914"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:53915"}},{"Add":{"text":"My next steps:","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:53930"}},{"Add":{"text":"\tMove the thousands of 15 minute files with kiwi calls, and their labels into one place.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:54019"}},{"Add":{"text":"\tChop up those files into labelled 5 second wav files.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:54074"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:54550"}},{"Add":{"text":"__Some random audio__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:54573"}},{"Add":{"text":"- [Snapping shrimp](https://res.cloudinary.com/dofwwje6q/video/upload/v1670288844/Pomona/Snapping_shrimp_8sec_uxvds1.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:54696"}},{"Add":{"text":"- [Pond](https://res.cloudinary.com/dofwwje6q/video/upload/v1670288844/Pomona/Pond_Example_vb389p.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:54800"}},{"Add":{"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"}},{"Add":{"text":"- [Snapping shrimp](https://res.cloudinary.com/dofwwje6q/video/upload/v1670288844/Pomona/Snapping_shrimp_8sec_uxvds1.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55080"}},{"Add":{"text":"- [D09](https://res.cloudinary.com/dofwwje6q/video/upload/v1670289076/Pomona/D09-20220926_040001_bvkvpo.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55190"}},{"Add":{"text":"- [M04](https://res.cloudinary.com/dofwwje6q/video/upload/v1670289078/Pomona/M04_20220914_200000_i9yks7.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55300"}},{"Add":{"text":"- [M04](https://res.cloudinary.com/dofwwje6q/video/upload/v1670289079/Pomona/M04_20220903_194500_e0pdui.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55410"}},{"Add":{"text":"- [C05](https://res.cloudinary.com/dofwwje6q/video/upload/v1670289079/Pomona/C05-20220923_194501_amrpnw.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55520"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55521"}},{"Add":{"text":"[Subscribe](https://tinyletter.com/fiordlandpacks) to newsletter.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55587"}},{"Add":{"text":"@@","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55590"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55591"}},{"Add":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55598"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55599"}},{"Add":{"text":" * Back to [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55628"}}]}},{"FileAdd":{"meta":{"basename":"2022-08-27.md","metadata":0},"context":[{"change":0,"pos":395}],"contents":[{"Add":{"text":"@def title = \"2022-08-27\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55694"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55695"}},{"Add":{"text":"# 2022-08-27","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55708"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55709"}},{"Add":{"text":"__To:__ Pomona","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55724"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55725"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55855"}},{"Add":{"text":"## Overview","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55867"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55868"}},{"Add":{"text":"\\tableinput{}{/assets/trips/tableinput/2022-08-27.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55923"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55924"}},{"Add":{"text":"## Calls per Hour","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55942"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:55943"}},{"Add":{"text":"\\tableinput{}{/assets/trips/tableinput/2022-08-27-cph.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56002"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56003"}},{"Add":{"text":"## Changes","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56014"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56015"}},{"Add":{"text":"![Female Calls per Hour](/assets/trips/2022-08-27-fsg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56074"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56075"}},{"Add":{"text":"---","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56079"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56080"}},{"Add":{"text":"![Male Calls per Hour](/assets/trips/2022-08-27-msg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56137"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56138"}},{"Add":{"text":"## Newsletter","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56152"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56153"}},{"Add":{"text":"@@newsletter","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56166"}},{"Add":{"text":"__2022-09-17__","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56181"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56182"}},{"Add":{"text":"Welcome to my Pomona kiwi newsletter.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56220"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56221"}},{"Add":{"text":"If you don't want to know feel free to unsubscribe using the link somewhere at the bottom.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56312"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56313"}},{"Add":{"text":"Anyone can subscribe to this newsletter using this [link](https://tinyletter.com/fiordlandpacks).","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56411"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56412"}},{"Add":{"text":"The latest version of my notebook now has a permanent home at [https://skraak.kiwi](https://skraak.kiwi)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56517"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56518"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56782"}},{"Add":{"text":"The total number of calls recorded on Pomona is now 5739.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56840"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56841"}},{"Add":{"text":"The first kiwi call detected was at C05, 21:04:32 on 28 October 2021, they are a busy lot.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56932"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56933"}},{"Add":{"text":"The pair at C05 continue to call frequently.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56978"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:56979"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:57197"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:57442"}},{"Add":{"text":"- [D09](https://res.cloudinary.com/dofwwje6q/video/upload/v1663361849/Pomona/D09-20220730_011500_bxceo5.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:57551"}},{"Add":{"text":"- [D09](https://res.cloudinary.com/dofwwje6q/video/upload/v1663361849/Pomona/D09-20220730_020000_qibk37.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:57660"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:57661"}},{"Add":{"text":"H04 remains very busy. Loud female call, followed by various duets, impossible to choose.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:57751"}},{"Add":{"text":"- [H04](https://res.cloudinary.com/dofwwje6q/video/upload/v1663363986/Pomona/H04-20220621_190000_rozs8s.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:57860"}},{"Add":{"text":"- [H04](https://res.cloudinary.com/dofwwje6q/video/upload/v1663363998/Pomona/H04-20220707_224500_aus20b.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:57969"}},{"Add":{"text":"- [H04](https://res.cloudinary.com/dofwwje6q/video/upload/v1663363998/Pomona/H04-20220623_054500_tzncpn.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:58078"}},{"Add":{"text":"- [H04](https://res.cloudinary.com/dofwwje6q/video/upload/v1663363998/Pomona/H04-20220620_040000_wcwqfa.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:58187"}},{"Add":{"text":"- [H04](https://res.cloudinary.com/dofwwje6q/video/upload/v1663363998/Pomona/H04-20220623_203000_i3epde.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:58296"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:58297"}},{"Add":{"text":"There is now an active pair at J11 with lots of duets detected.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:58361"}},{"Add":{"text":"- [J11](https://res.cloudinary.com/dofwwje6q/video/upload/v1663363177/Pomona/J11-20220627_194500_gi8hji.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:58470"}},{"Add":{"text":"- [J11](https://res.cloudinary.com/dofwwje6q/video/upload/v1663363167/Pomona/J11-20220729_061500_krqzq5.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:58579"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:58580"}},{"Add":{"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"}},{"Add":{"text":"- [M04](https://res.cloudinary.com/dofwwje6q/video/upload/v1663363354/Pomona/M04-20220710_210000_rrjarh.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:58871"}},{"Add":{"text":"- [M04](https://res.cloudinary.com/dofwwje6q/video/upload/v1663363360/Pomona/M04-20220710_023000_adf4ph.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:58980"}},{"Add":{"text":"- Another probably juvenile kiwi call heard at M04.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:59032"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:59033"}},{"Add":{"text":"Nice N14 duet (very loud):","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:59060"}},{"Add":{"text":"- [N14](https://res.cloudinary.com/dofwwje6q/video/upload/v1663362751/Pomona/N14-20220707_001500_d6ep2a.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:59169"}},{"Add":{"text":"- Another busy pair discovered at S13T. The first recording very loud, the second very long.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:59262"}},{"Add":{"text":"- [S13T](https://res.cloudinary.com/dofwwje6q/video/upload/v1663363592/Pomona/S13T-20220704_234500_rakibc.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:59373"}},{"Add":{"text":"- [S13T](https://res.cloudinary.com/dofwwje6q/video/upload/v1663363626/Pomona/S13T-20220628_021500_u1ndh7.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:59484"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:59485"}},{"Add":{"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"}},{"Add":{"text":"- [T10](https://res.cloudinary.com/dofwwje6q/video/upload/v1663362498/Pomona/T10-20220623_193000_ne26u5.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:59723"}},{"Add":{"text":"- [T10](https://res.cloudinary.com/dofwwje6q/video/upload/v1663362498/Pomona/T10-20220623_190000_wdqg8m.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:59832"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:59833"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:59985"}},{"Add":{"text":"Is there an interaction between kiwi and morepork, there may be at D09 and T10.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:60065"}},{"Add":{"text":"- [D09](https://res.cloudinary.com/dofwwje6q/video/upload/v1663362342/Pomona/D09-20220619_011500_wwiwae.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:60174"}},{"Add":{"text":"- [T10](https://res.cloudinary.com/dofwwje6q/video/upload/v1663362497/Pomona/T10-20220630_184500_oxpua3.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:60283"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:60284"}},{"Add":{"text":"Kaka, detected on the same flight at S13T and H04 on 19 June, 2 am.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:60352"}},{"Add":{"text":"- [S13T](https://res.cloudinary.com/dofwwje6q/video/upload/v1663362102/Pomona/S13T-20220619_020000_gfzkgs.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:60463"}},{"Add":{"text":"- [H04](https://res.cloudinary.com/dofwwje6q/video/upload/v1663362038/Pomona/H04-20220619_020000_e268sh.wav)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:60572"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:60573"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:60870"}},{"Add":{"text":"Notebook at [skraak.kiwi](https://skraak.kiwi)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:60917"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:60918"}},{"Add":{"text":"I have some improvements planned for when I have time:","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:60973"}},{"Add":{"text":"- Graph median detections per day by location.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61020"}},{"Add":{"text":"- Graph median duets per day by location.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61062"}},{"Add":{"text":"- Graph male and female detections for individual sites over time","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61128"}},{"Add":{"text":"- Graph duets for individual sites over time","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61173"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61174"}},{"Add":{"text":"[Subscribe](https://tinyletter.com/fiordlandpacks) to newsletter.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61240"}},{"Add":{"text":"@@","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61243"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61244"}},{"Add":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61251"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61252"}},{"Add":{"text":" * Back to [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61281"}}]}},{"FileAdd":{"meta":{"basename":"2022-06-18.md","metadata":0},"context":[{"change":0,"pos":395}],"contents":[{"Add":{"text":"@def title = \"2022-06-18\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61347"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61348"}},{"Add":{"text":"# 2022-06-18","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61361"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61362"}},{"Add":{"text":"__To:__ Pomona","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61377"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61378"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61571"}},{"Add":{"text":"## Overview","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61583"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61584"}},{"Add":{"text":"\\tableinput{}{/assets/trips/tableinput/2022-06-18.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61639"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61640"}},{"Add":{"text":"## Calls per Hour","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61658"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61659"}},{"Add":{"text":"\\tableinput{}{/assets/trips/tableinput/2022-06-18-cph.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61718"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61719"}},{"Add":{"text":"## Changes","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61730"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61731"}},{"Add":{"text":"![Female Calls per Hour](/assets/trips/2022-06-18-fsg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61790"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61791"}},{"Add":{"text":"---","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61795"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61796"}},{"Add":{"text":"![Male Calls per Hour](/assets/trips/2022-06-18-msg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61853"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61854"}},{"Add":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61861"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61862"}},{"Add":{"text":" * Back to [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61891"}}]}},{"FileAdd":{"meta":{"basename":"2022-05-27.md","metadata":0},"context":[{"change":0,"pos":395}],"contents":[{"Add":{"text":"@def title = \"2022-05-27\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61957"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61958"}},{"Add":{"text":"# 2022-05-27","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61971"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61972"}},{"Add":{"text":"__To:__ Pomona","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61987"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:61988"}},{"Add":{"text":"__How:__ By boat thanks to Pomona Trust, 8 SD cards changed, 4 moths redeployed in new locations.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62086"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62087"}},{"Add":{"text":"## Overview","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62099"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62100"}},{"Add":{"text":"\\tableinput{}{/assets/trips/tableinput/2022-05-27.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62155"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62156"}},{"Add":{"text":"## Calls per Hour","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62174"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62175"}},{"Add":{"text":"\\tableinput{}{/assets/trips/tableinput/2022-05-27-cph.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62234"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62235"}},{"Add":{"text":"## Changes","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62246"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62247"}},{"Add":{"text":"![Female Calls per Hour](/assets/trips/2022-05-27-fsg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62306"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62307"}},{"Add":{"text":"---","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62311"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62312"}},{"Add":{"text":"![Male Calls per Hour](/assets/trips/2022-05-27-msg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62369"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62370"}},{"Add":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62377"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62378"}},{"Add":{"text":" * Back to [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62407"}}]}},{"FileAdd":{"meta":{"basename":"2022-04-27.md","metadata":0},"context":[{"change":0,"pos":395}],"contents":[{"Add":{"text":"@def title = \"2022-04-27\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62473"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62474"}},{"Add":{"text":"# 2022-04-27","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62487"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62488"}},{"Add":{"text":"__To:__ Pomona","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62503"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62504"}},{"Add":{"text":"__How:__ By bicycle, foot, packraft, moths originaly placed 2022-02-25","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62575"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62576"}},{"Add":{"text":"## Overview","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62588"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62589"}},{"Add":{"text":"\\tableinput{}{/assets/trips/tableinput/2022-04-27.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62644"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62645"}},{"Add":{"text":"## Calls per Hour","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62663"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62664"}},{"Add":{"text":"\\tableinput{}{/assets/trips/tableinput/2022-04-27-cph.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62723"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62724"}},{"Add":{"text":"## Changes","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62735"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62736"}},{"Add":{"text":"![Female Calls per Hour](/assets/trips/2022-04-27-fsg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62795"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62796"}},{"Add":{"text":"---","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62800"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62801"}},{"Add":{"text":"![Male Calls per Hour](/assets/trips/2022-04-27-msg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62858"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62859"}},{"Add":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62866"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62867"}},{"Add":{"text":" * Back to [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62896"}}]}},{"FileAdd":{"meta":{"basename":"2022-03-23.md","metadata":0},"context":[{"change":0,"pos":395}],"contents":[{"Add":{"text":"@def title = \"2022-03-23\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62962"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62963"}},{"Add":{"text":"# 2022-03-23","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62976"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62977"}},{"Add":{"text":"__To:__ Pomona","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62992"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:62993"}},{"Add":{"text":"__How:__ N14 removed by mistake, batteries flat on 18th anyway. (boat/packraft, 18 moths placed).","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63091"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63092"}},{"Add":{"text":"## Note","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63100"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63101"}},{"Add":{"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"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63250"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63336"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63337"}},{"Add":{"text":"## Overview","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63349"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63350"}},{"Add":{"text":"\\tableinput{}{/assets/trips/tableinput/2022-03-23.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63405"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63406"}},{"Add":{"text":"## Calls per Hour","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63424"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63425"}},{"Add":{"text":"\\tableinput{}{/assets/trips/tableinput/2022-03-23-cph.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63484"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63485"}},{"Add":{"text":"## Changes","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63496"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63497"}},{"Add":{"text":"![Female Calls per Hour](/assets/trips/2022-03-23-fsg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63556"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63557"}},{"Add":{"text":"---","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63561"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63562"}},{"Add":{"text":"![Male Calls per Hour](/assets/trips/2022-03-23-msg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63619"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63620"}},{"Add":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63627"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63628"}},{"Add":{"text":" * Back to [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63657"}}]}},{"FileAdd":{"meta":{"basename":"2022-02-25.md","metadata":0},"context":[{"change":0,"pos":395}],"contents":[{"Add":{"text":"@def title = \"2022-02-25\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63723"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63724"}},{"Add":{"text":"# 2022-02-25","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63737"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63738"}},{"Add":{"text":"__To:__ Pomona","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63753"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63754"}},{"Add":{"text":"__How:__ By boat thanks to Pomona Trust, packraft, car tahks to Fraser Skinner, 18 new moths placed.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63855"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63856"}},{"Add":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63863"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63864"}},{"Add":{"text":" * Back to [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63893"}}]}},{"FileAdd":{"meta":{"basename":"2022-02-12.md","metadata":0},"context":[{"change":0,"pos":395}],"contents":[{"Add":{"text":"@def title = \"2022-02-12\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63959"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63960"}},{"Add":{"text":"# 2022-02-12","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63973"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63974"}},{"Add":{"text":"__To:__ Pomona","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63989"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:63990"}},{"Add":{"text":"__How:__ All 6 moths collected by volunteers thanks to Pomona Trust","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64058"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64059"}},{"Add":{"text":"## Overview","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64071"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64072"}},{"Add":{"text":"\\tableinput{}{/assets/trips/tableinput/2022-02-12.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64127"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64128"}},{"Add":{"text":"## Calls per Hour","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64146"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64147"}},{"Add":{"text":"\\tableinput{}{/assets/trips/tableinput/2022-02-12-cph.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64206"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64207"}},{"Add":{"text":"## Changes","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64218"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64219"}},{"Add":{"text":"![Female Calls per Hour](/assets/trips/2022-02-12-fsg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64278"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64279"}},{"Add":{"text":"---","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64283"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64284"}},{"Add":{"text":"![Male Calls per Hour](/assets/trips/2022-02-12-msg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64341"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64342"}},{"Add":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64349"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64350"}},{"Add":{"text":" * Back to [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64379"}}]}},{"FileAdd":{"meta":{"basename":"2022-01-17.md","metadata":0},"context":[{"change":0,"pos":395}],"contents":[{"Add":{"text":"@def title = \"2022-01-17\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64445"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64446"}},{"Add":{"text":"# 2022-01-17","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64459"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64460"}},{"Add":{"text":"__To:__ Pomona","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64475"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64476"}},{"Add":{"text":"__How:__ By boat in and out thanks to Pomona Trust","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64527"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64528"}},{"Add":{"text":"## Overview","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64540"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64541"}},{"Add":{"text":"\\tableinput{}{/assets/trips/tableinput/2022-01-17.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64596"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64597"}},{"Add":{"text":"## Calls per Hour","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64615"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64616"}},{"Add":{"text":"\\tableinput{}{/assets/trips/tableinput/2022-01-17-cph.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64675"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64676"}},{"Add":{"text":"## Changes","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64687"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64688"}},{"Add":{"text":"![Female Calls per Hour](/assets/trips/2022-01-17-fsg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64747"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64748"}},{"Add":{"text":"---","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64752"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64753"}},{"Add":{"text":"![Male Calls per Hour](/assets/trips/2022-01-17-msg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64810"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64811"}},{"Add":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64818"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64819"}},{"Add":{"text":" * Back to [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64848"}}]}},{"FileAdd":{"meta":{"basename":"2021-12-18.md","metadata":0},"context":[{"change":0,"pos":395}],"contents":[{"Add":{"text":"@def title = \"2021-12-18\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64914"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64915"}},{"Add":{"text":"# 2021-12-18","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64928"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64929"}},{"Add":{"text":"__To:__ Pomona","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64944"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64945"}},{"Add":{"text":"__How:__ By boat in and out thanks to Pomona Trust","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64996"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:64997"}},{"Add":{"text":"## Overview","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65009"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65010"}},{"Add":{"text":"\\tableinput{}{/assets/trips/tableinput/2021-12-18.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65065"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65066"}},{"Add":{"text":"## Calls per Hour","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65084"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65085"}},{"Add":{"text":"\\tableinput{}{/assets/trips/tableinput/2021-12-18-cph.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65144"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65145"}},{"Add":{"text":"## Changes","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65156"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65157"}},{"Add":{"text":"![Female Calls per Hour](/assets/trips/2021-12-18-fsg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65216"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65217"}},{"Add":{"text":"---","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65221"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65222"}},{"Add":{"text":"![Male Calls per Hour](/assets/trips/2021-12-18-msg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65279"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65280"}},{"Add":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65287"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65288"}},{"Add":{"text":" * Back to [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65317"}}]}},{"FileAdd":{"meta":{"basename":"2021-11-25.md","metadata":0},"context":[{"change":0,"pos":395}],"contents":[{"Add":{"text":"@def title = \"2021-11-25\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65383"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65384"}},{"Add":{"text":"# 2021-11-25","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65397"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65398"}},{"Add":{"text":"__To:__ Pomona","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65413"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65414"}},{"Add":{"text":"__How:__ By boat in and out thanks to Pomona Trust","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65465"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65466"}},{"Add":{"text":"## Overview","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65478"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65479"}},{"Add":{"text":"\\tableinput{}{/assets/trips/tableinput/2021-11-25.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65534"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65535"}},{"Add":{"text":"## Calls per Hour","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65553"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65554"}},{"Add":{"text":"\\tableinput{}{/assets/trips/tableinput/2021-11-25-cph.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65613"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65614"}},{"Add":{"text":"## Changes","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65625"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65626"}},{"Add":{"text":"![Female Calls per Hour](/assets/trips/2021-11-25-fsg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65685"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65686"}},{"Add":{"text":"---","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65690"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65691"}},{"Add":{"text":"![Male Calls per Hour](/assets/trips/2021-11-25-msg.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65748"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65749"}},{"Add":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65756"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65757"}},{"Add":{"text":" * Back to [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65786"}}]}},{"FileAdd":{"meta":{"basename":"2021-11-13.md","metadata":0},"context":[{"change":0,"pos":395}],"contents":[{"Add":{"text":"@def title = \"2021-11-13\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65852"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65853"}},{"Add":{"text":"# 2021-11-13","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65866"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65867"}},{"Add":{"text":"__To:__ Pomona","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65882"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65883"}},{"Add":{"text":"__How:__ By kayak, moths originaly placed 2021-10-28 (boat)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65943"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65944"}},{"Add":{"text":"## Overview","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65956"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:65957"}},{"Add":{"text":"\\tableinput{}{/assets/trips/tableinput/2021-11-13.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66012"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66013"}},{"Add":{"text":"## Calls per Hour","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66031"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66032"}},{"Add":{"text":"\\tableinput{}{/assets/trips/tableinput/2021-11-13-cph.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66091"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66092"}},{"Add":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66099"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66100"}},{"Add":{"text":" * Back to [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66129"}}]}},{"FileAdd":{"meta":{"basename":"2021-10-28.md","metadata":0},"context":[{"change":0,"pos":395}],"contents":[{"Add":{"text":"@def title = \"2021-10-28\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66195"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66196"}},{"Add":{"text":"# 2021-10-28","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66209"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66210"}},{"Add":{"text":"__To:__ Pomona","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66225"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66226"}},{"Add":{"text":"__How:__ By boat to place 3 moths thanks to Pomona Trust","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66283"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66284"}},{"Add":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66291"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66292"}},{"Add":{"text":" * Back to [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66321"}}]}},{"FileAdd":{"meta":{"basename":"statistics","metadata":576},"context":[{"change":2,"pos":1}],"contents":[]}},{"FileAdd":{"meta":{"basename":"when.md","metadata":0},"context":[{"change":0,"pos":66361}],"contents":[{"Add":{"text":"@def title = \"When\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66405"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66406"}},{"Add":{"text":"# When","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66413"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66414"}},{"Add":{"text":"\\tableofcontents","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66431"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66432"}},{"Add":{"text":"## Calls per Hour By:","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66454"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66455"}},{"Add":{"text":"### Time of Day","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66471"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66472"}},{"Add":{"text":"Hour is UTC, to get to NZ time add 12 or 13 hours. I need to work in UTC because turning the clock back in April causes havoc with my statistics.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66618"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66619"}},{"Add":{"text":"![Calls per Hour](/assets/statistics/calls_per_hour.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66676"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66677"}},{"Add":{"text":"### Month","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66687"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66688"}},{"Add":{"text":"![Calls per Hour](/assets/statistics/calls_per_hour_by_month.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66754"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66755"}},{"Add":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66762"}},{"Add":{"text":" * [Location](/statistics/location)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66799"}},{"Add":{"text":" * [Weather](/statistics/weather)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66834"}},{"Add":{"text":" * [Moon](/statistics/moon)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66863"}},{"Add":{"text":" * [Rats](/statistics/rats)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66892"}},{"Add":{"text":" * [Gender](/statistics/gender)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66925"}},{"Add":{"text":" ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66928"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66929"}},{"Add":{"text":" * [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:66949"}},{"Add":{"text":" * [Kiwi Radio](https://podcasters.spotify.com/pod/show/skraak) (Spotify)ify)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:67028"}}]}},{"FileAdd":{"meta":{"basename":"weather.md","metadata":0},"context":[{"change":0,"pos":66361}],"contents":[{"Add":{"text":"@def title = \"Weather\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:67085"}},{"Add":{"text":"@def reeval = true","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:67104"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:67105"}},{"Add":{"text":"# Weather","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:67115"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:67116"}},{"Add":{"text":"\\tableofcontents","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:67133"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:67134"}},{"Add":{"text":"## Temperature","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:67149"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:67150"}},{"Add":{"text":"```julia:./calls_per_hour_by_temperature.jl #hideall","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:67203"}},{"Add":{"text":"using CSV, DataFrames, DataFramesMeta, DuckDB, Dates, Statistics, VegaLite","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:67278"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:67279"}},{"Add":{"text":"function get_calls_with_location(loc::String)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:67325"}},{"Add":{"text":" con = DBInterface.connect(DuckDB.DB, \"/Volumes/SSD1/AudioData.duckdb\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:67398"}},{"Add":{"text":" a=DBInterface.execute(con, \"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:67429"}},{"Add":{"text":" SELECT","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:67438"}},{"Add":{"text":" file,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:67448"}},{"Add":{"text":" COALESCE(CAST(male AS INT), 0) AS male,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:67492"}},{"Add":{"text":" COALESCE(CAST(female AS INT), 0) AS female,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:67540"}},{"Add":{"text":" COALESCE(CAST(duet AS INT), 0) AS duet,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:67584"}},{"Add":{"text":" FROM","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:67591"}},{"Add":{"text":" pomona_labels_20230418","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:67618"}},{"Add":{"text":" WHERE","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:67626"}},{"Add":{"text":" location = '$loc';","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:67649"}},{"Add":{"text":" ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:67652"}},{"Add":{"text":" \")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:67657"}},{"Add":{"text":" DBInterface.close!(con) ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:67684"}},{"Add":{"text":" a=DataFrame(a) ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:67702"}},{"Add":{"text":" return a","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:67713"}},{"Add":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:67717"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:67718"}},{"Add":{"text":"function get_files_with_location(loc::String)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:67764"}},{"Add":{"text":" con = DBInterface.connect(DuckDB.DB, \"/Volumes/SSD1/AudioData.duckdb\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:67837"}},{"Add":{"text":" a=DBInterface.execute(con, \"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:67868"}},{"Add":{"text":" SELECT","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:67877"}},{"Add":{"text":" file,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:67887"}},{"Add":{"text":" time_bucket(INTERVAL '60 minutes', local_date_time) AS bucket,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:67954"}},{"Add":{"text":" night,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:67965"}},{"Add":{"text":" temp_c AS temp","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:67984"}},{"Add":{"text":" FROM","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:67991"}},{"Add":{"text":" pomona_files","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:68008"}},{"Add":{"text":" WHERE","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:68016"}},{"Add":{"text":" location = '$loc'","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:68038"}},{"Add":{"text":" ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:68041"}},{"Add":{"text":" \")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:68046"}},{"Add":{"text":" DBInterface.close!(con) ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:68073"}},{"Add":{"text":" a=DataFrame(a)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:68090"}},{"Add":{"text":" b=filter(row -> row.night = true, a)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:68129"}},{"Add":{"text":" select!(b, Not([:night]))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:68157"}},{"Add":{"text":" return b","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:68168"}},{"Add":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:68172"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:68173"}},{"Add":{"text":"function get_location_calls_per_hour(loc::String)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:68223"}},{"Add":{"text":" l=DataFrame(get_calls_with_location(\"$loc\"))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:68270"}},{"Add":{"text":" f=DataFrame(get_files_with_location(\"$loc\"))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:68317"}},{"Add":{"text":" df=outerjoin(f, l, on = :file)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:68350"}},{"Add":{"text":" select!(df, Not([:file]))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:68378"}},{"Add":{"text":" df=coalesce.(df, 0)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:68400"}},{"Add":{"text":" gdf = groupby(df, :bucket)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:68429"}},{"Add":{"text":" cdf = combine(gdf, :male => sum, :female => sum, :duet => sum, :temp => mean)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:68509"}},{"Add":{"text":" @transform!(cdf, @byrow :male = :male_sum + :duet_sum)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:68566"}},{"Add":{"text":" @transform!(cdf, @byrow :female = :female_sum + :duet_sum)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:68627"}},{"Add":{"text":" rename!(cdf, :duet_sum => :duet)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:68662"}},{"Add":{"text":" select!(cdf, Not([:male_sum, :female_sum]))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:68708"}},{"Add":{"text":" # there is a lot of data here for further analysis, for now mean calls only.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:68787"}},{"Add":{"text":" return cdf","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:68800"}},{"Add":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:68804"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:68805"}},{"Add":{"text":"function get_location_list()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:68834"}},{"Add":{"text":" con = DBInterface.connect(DuckDB.DB, \"/Volumes/SSD1/AudioData.duckdb\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:68907"}},{"Add":{"text":" a=DBInterface.execute(con, \"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:68938"}},{"Add":{"text":" SELECT","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:68949"}},{"Add":{"text":" l.location AS locations,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:68980"}},{"Add":{"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:69104"}},{"Add":{"text":" FROM ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:69114"}},{"Add":{"text":" pomona_labels_20230418 AS l","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:69148"}},{"Add":{"text":" WHERE ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:69159"}},{"Add":{"text":" l.male = true OR l.female = true OR l.duet = true","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:69215"}},{"Add":{"text":" GROUP BY","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:69228"}},{"Add":{"text":" l.location","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:69245"}},{"Add":{"text":" ORDER BY","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:69258"}},{"Add":{"text":" calls DESC;","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:69276"}},{"Add":{"text":" \")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:69281"}},{"Add":{"text":" DBInterface.close!(con)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:69307"}},{"Add":{"text":" a=DataFrame(a)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:69324"}},{"Add":{"text":" return a.locations","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:69345"}},{"Add":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:69349"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:69350"}},{"Add":{"text":"function temp_data()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:69371"}},{"Add":{"text":" df = DataFrame(","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:69389"}},{"Add":{"text":" bucket = DateTime[],","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:69414"}},{"Add":{"text":" duet = Int64[],","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:69434"}},{"Add":{"text":" temp_mean = Float64[],","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:69461"}},{"Add":{"text":" male = Int64[],","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:69481"}},{"Add":{"text":" female = Int64[],","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:69503"}},{"Add":{"text":" ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:69508"}},{"Add":{"text":" )","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:69512"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:69513"}},{"Add":{"text":" for location in get_location_list()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:69551"}},{"Add":{"text":" x=get_location_calls_per_hour(location)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:69595"}},{"Add":{"text":" y=[df, x]","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:69609"}},{"Add":{"text":" df=reduce(vcat, y)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:69632"}},{"Add":{"text":" end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:69638"}},{"Add":{"text":" @transform!(df, @byrow :individual = (:male + :female) |> x -> round(x, digits=4))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:69723"}},{"Add":{"text":" @transform!(df, @byrow :temp = trunc(:temp_mean))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:69775"}},{"Add":{"text":" for row in eachrow(df)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:69800"}},{"Add":{"text":" if row.temp == -0.0","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:69824"}},{"Add":{"text":" row.temp = 0.0","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:69845"}},{"Add":{"text":" end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:69853"}},{"Add":{"text":" end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:69859"}},{"Add":{"text":" select!(df, :individual, :temp)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:69893"}},{"Add":{"text":" gdf = groupby(df, :temp)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:69920"}},{"Add":{"text":" cdf = combine(gdf, :individual => mean)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:69962"}},{"Add":{"text":" filter!(row -> row.individual_mean > 0, cdf)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70009"}},{"Add":{"text":" sort!(cdf, [:temp])","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70031"}},{"Add":{"text":" rename!(cdf, :temp => :temperature, :individual_mean => :calls_per_hour)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70106"}},{"Add":{"text":" #println(cdf)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70122"}},{"Add":{"text":" return cdf","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70135"}},{"Add":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70139"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70140"}},{"Add":{"text":"df=temp_data()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70155"}},{"Add":{"text":"X = df |>","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70165"}},{"Add":{"text":" @vlplot(","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70176"}},{"Add":{"text":" :bar,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70186"}},{"Add":{"text":" x=:temperature,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70206"}},{"Add":{"text":" y=:calls_per_hour,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70229"}},{"Add":{"text":" width=400,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70244"}},{"Add":{"text":" height=400,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70260"}},{"Add":{"text":" )","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70264"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70265"}},{"Add":{"text":"save(\"./_assets/statistics/calls_per_hour_by_temperature.svg\", X)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70331"}},{"Add":{"text":"```","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70335"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70336"}},{"Add":{"text":"![Calls per Hour by Temperature](/assets/statistics/calls_per_hour_by_temperature.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70423"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70424"}},{"Add":{"text":"## Rain","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70432"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70433"}},{"Add":{"text":"## Wind","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70441"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70442"}},{"Add":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70449"}},{"Add":{"text":" * [Moon](/statistics/moon)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70478"}},{"Add":{"text":" * [Rats](/statistics/rats)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70507"}},{"Add":{"text":" * [Gender](/statistics/gender)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70540"}},{"Add":{"text":" ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70543"}},{"Add":{"text":" ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70546"}},{"Add":{"text":" * [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70566"}},{"Add":{"text":" * [Kiwi Radio](https://podcasters.spotify.com/pod/show/skraak) (Spotify)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70641"}}]}},{"FileAdd":{"meta":{"basename":"secretary-island.md","metadata":0},"context":[{"change":0,"pos":66361}],"contents":[{"Add":{"text":"@def title = \"Secretary Island\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70711"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70712"}},{"Add":{"text":"# Secretary Island","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70731"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70732"}},{"Add":{"text":"\\tableofcontents","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70749"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70750"}},{"Add":{"text":"## Kiwi Calls","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70764"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70765"}},{"Add":{"text":"```julia:./secretary_island_aggregate_calls.jl #hideall","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70821"}},{"Add":{"text":"using CSV, DataFrames, DuckDB","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70851"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70852"}},{"Add":{"text":"function get_aggregate_X_calls(label::String)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70898"}},{"Add":{"text":" con = DBInterface.connect(DuckDB.DB, \"/Volumes/SSD1/AudioData.duckdb\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:70971"}},{"Add":{"text":" a=DBInterface.execute(con, \"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:71002"}},{"Add":{"text":" SELECT COUNT(*) AS Number_Calls,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:71039"}},{"Add":{"text":" FROM secretary_island_labels_20230405","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:71083"}},{"Add":{"text":" WHERE $label = TRUE","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:71109"}},{"Add":{"text":" ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:71114"}},{"Add":{"text":" \")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:71119"}},{"Add":{"text":" DBInterface.close!(con)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:71145"}},{"Add":{"text":" df=DataFrame(a)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:71163"}},{"Add":{"text":" return df.Number_Calls[1]","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:71191"}},{"Add":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:71195"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:71196"}},{"Add":{"text":"male = get_aggregate_X_calls(\"male\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:71233"}},{"Add":{"text":"female= get_aggregate_X_calls(\"female\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:71273"}},{"Add":{"text":"duets = get_aggregate_X_calls(\"duet\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:71311"}},{"Add":{"text":"total = male + female + 2*duets","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:71344"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:71345"}},{"Add":{"text":"table = DataFrame(\"Call Type\" => [\"Solo Male\", \"Solo Female\", \"Duets\", \"Individual\"],","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:71431"}},{"Add":{"text":" \"Number\" => [male, female, duets, total])","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:71490"}},{"Add":{"text":"CSV.write(\"./_assets/statistics/tableinput/secretary_island_aggregate_calls.csv\", table)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:71579"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:71580"}},{"Add":{"text":"```","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:71584"}},{"Add":{"text":"\\output{./secretary_island_aggregate_calls.jl}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:71631"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:71632"}},{"Add":{"text":"\\tableinput{}{statistics/tableinput/secretary_island_aggregate_calls.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:71706"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:71707"}},{"Add":{"text":"## Calls by Location","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:71728"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:71729"}},{"Add":{"text":"```julia:./secretary_island_calls_by_location.jl #hideall","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:71787"}},{"Add":{"text":"using CSV, DataFrames, DuckDB","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:71817"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:71818"}},{"Add":{"text":"function get_calls_by_location()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:71851"}},{"Add":{"text":" con = DBInterface.connect(DuckDB.DB, \"/Volumes/SSD1/AudioData.duckdb\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:71924"}},{"Add":{"text":" a=DBInterface.execute(con, \"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:71955"}},{"Add":{"text":" SELECT location AS Location, ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:71989"}},{"Add":{"text":" SUM(CAST(male AS INT)) AS Solo_Male, ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:72033"}},{"Add":{"text":" SUM(CAST(female AS INT)) AS Solo_Female, ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:72081"}},{"Add":{"text":" SUM(CAST(duet AS INT)) AS Duets, ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:72121"}},{"Add":{"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:72242"}},{"Add":{"text":" SUM(CAST(not_kiwi AS INT)) AS False_Positives, ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:72296"}},{"Add":{"text":" SUM(CAST(close_call AS INT)) AS Close,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:72341"}},{"Add":{"text":" SUM(CAST(low_noise AS INT)) AS Low_Noise","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:72388"}},{"Add":{"text":" FROM secretary_island_labels_20230405","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:72432"}},{"Add":{"text":" GROUP BY location; ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:72459"}},{"Add":{"text":" \")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:72464"}},{"Add":{"text":" DBInterface.close!(con)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:72490"}},{"Add":{"text":" df=DataFrame(a)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:72508"}},{"Add":{"text":" return df","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:72520"}},{"Add":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:72524"}},{"Add":{"text":"df=get_calls_by_location()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:72551"}},{"Add":{"text":"sort!(df, [:Individual], rev=[true])","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:72588"}},{"Add":{"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:72769"}},{"Add":{"text":"CSV.write(\"./_assets/statistics/tableinput/secretary_island_calls_by_location.csv\", df)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:72857"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:72858"}},{"Add":{"text":"```","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:72862"}},{"Add":{"text":"\\output{./secretary_island_calls_by_location.jl}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:72911"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:72912"}},{"Add":{"text":"\\tableinput{}{statistics/tableinput/secretary_island_calls_by_location.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:72988"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:72989"}},{"Add":{"text":"```julia:./secretary_island_calls_per_hour.jl #hideall","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:73044"}},{"Add":{"text":"using CSV, DataFrames, DuckDB, Dates, Statistics, VegaLite","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:73103"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:73104"}},{"Add":{"text":"function get_calls_per_hour()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:73134"}},{"Add":{"text":" con = DBInterface.connect(DuckDB.DB, \"/Volumes/SSD1/AudioData.duckdb\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:73207"}},{"Add":{"text":" a=DBInterface.execute(con, \"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:73238"}},{"Add":{"text":" SELECT","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:73247"}},{"Add":{"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:73382"}},{"Add":{"text":" COALESCE(SUM(CAST(l.male AS INT)) + SUM(CAST(l.duet AS INT)), 0) AS male,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:73460"}},{"Add":{"text":" COALESCE(SUM(CAST(l.female AS INT)) + SUM(CAST(l.duet AS INT)), 0) AS female,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:73542"}},{"Add":{"text":" COALESCE(SUM(CAST(l.duet AS INT)), 0) AS duet,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:73593"}},{"Add":{"text":" time_bucket(INTERVAL '60 minutes', f.local_date_time) AS bucket,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:73662"}},{"Add":{"text":" FROM","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:73669"}},{"Add":{"text":" secretary_island_labels_20230405 AS l","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:73711"}},{"Add":{"text":" RIGHT OUTER JOIN","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:73730"}},{"Add":{"text":" (SELECT * FROM secretary_island_files) AS f","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:73778"}},{"Add":{"text":" ON","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:73783"}},{"Add":{"text":" l.location = f.location AND l.file = f.file","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:73831"}},{"Add":{"text":" GROUP BY","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:73842"}},{"Add":{"text":" bucket","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:73853"}},{"Add":{"text":" ORDER BY","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:73864"}},{"Add":{"text":" bucket; ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:73877"}},{"Add":{"text":" \")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:73882"}},{"Add":{"text":" DBInterface.close!(con)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:73908"}},{"Add":{"text":" ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:73911"}},{"Add":{"text":" return a","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:73922"}},{"Add":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:73926"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:73927"}},{"Add":{"text":"df=get_calls_per_hour()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:73951"}},{"Add":{"text":"df=DataFrame(df)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:73968"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:73969"}},{"Add":{"text":"# Aggregate","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:73981"}},{"Add":{"text":"df1=copy(df)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:73994"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:73995"}},{"Add":{"text":"println(\"Mean: \", round(mean(df1.calls), digits=2), \" calls per hour\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:74066"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:74067"}},{"Add":{"text":"rename!(df1, Dict(:bucket => \"hour_bucket\"))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:74112"}},{"Add":{"text":"description=describe(df1)[:,1:5]","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:74145"}},{"Add":{"text":"something.(description, missing) |> CSV.write(\"./_assets/statistics/tableinput/secretary_island_calls_per_hour_description.csv\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:74274"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:74275"}},{"Add":{"text":"W = df1 |>","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:74286"}},{"Add":{"text":" @vlplot(","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:74297"}},{"Add":{"text":" :point, ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:74310"}},{"Add":{"text":" x=:hour_bucket, ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:74331"}},{"Add":{"text":" y=:calls,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:74345"}},{"Add":{"text":" width=400,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:74360"}},{"Add":{"text":" height=400","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:74375"}},{"Add":{"text":" )","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:74379"}},{"Add":{"text":"save(\"./_assets/statistics/secretary_island_calls_per_hour_aggregate.svg\", W)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:74457"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:74458"}},{"Add":{"text":"df1.hour_bucket=map(x -> 1, df1.hour_bucket)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:74503"}},{"Add":{"text":"rename!(df1, Dict(:hour_bucket => \"count\"))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:74547"}},{"Add":{"text":"df1 = groupby(df1, :calls)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:74574"}},{"Add":{"text":"df1 = combine(df1, :count => sum, :male => median, :female => median )","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:74645"}},{"Add":{"text":"rename!(df1, Dict(:calls => \"calls_per_hour\", :count_sum => \"frequency\"))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:74719"}},{"Add":{"text":"V = df1 |>","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:74730"}},{"Add":{"text":" @vlplot(","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:74741"}},{"Add":{"text":" :bar,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:74751"}},{"Add":{"text":" x=:calls_per_hour,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:74774"}},{"Add":{"text":" y=:frequency,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:74792"}},{"Add":{"text":" width=400,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:74807"}},{"Add":{"text":" height=400","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:74822"}},{"Add":{"text":" )","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:74826"}},{"Add":{"text":"save(\"./_assets/statistics/secretary_island_calls_per_hour_frequency.svg\", V)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:74904"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:74905"}},{"Add":{"text":"df3 = select(df1, Not(:frequency))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:74940"}},{"Add":{"text":"rename!(df3, Dict(:male_median => \"male\", :female_median => \"female\"))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:75011"}},{"Add":{"text":"df3 = stack(df3, [:male, :female])","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:75046"}},{"Add":{"text":"rename!(df3, Dict(:variable => \"type\", :value => \"median_calls\"))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:75112"}},{"Add":{"text":"X = df3 |>","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:75123"}},{"Add":{"text":" @vlplot(","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:75134"}},{"Add":{"text":" :bar,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:75144"}},{"Add":{"text":" x=:calls_per_hour,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:75167"}},{"Add":{"text":" y=:median_calls,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:75188"}},{"Add":{"text":" color=:type,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:75205"}},{"Add":{"text":" width=400,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:75220"}},{"Add":{"text":" height=400","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:75235"}},{"Add":{"text":" )","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:75239"}},{"Add":{"text":"save(\"./_assets/statistics/secretary_island_calls_per_hour_mf.svg\", X)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:75310"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:75311"}},{"Add":{"text":"# By Hour","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:75321"}},{"Add":{"text":"df2=copy(df)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:75334"}},{"Add":{"text":"df2.bucket = map(x -> hour(x), df2.bucket)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:75377"}},{"Add":{"text":"df2=groupby(df2, :bucket)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:75403"}},{"Add":{"text":"df2=combine(df2, :calls => mean, :male => mean, :female => mean, :duet => mean)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:75483"}},{"Add":{"text":"rename!(df2, Dict(:bucket => \"hour_bucket\"))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:75528"}},{"Add":{"text":"CSV.write(\"./_assets/statistics/tableinput/calls_per_hour.csv\", df2)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:75597"}},{"Add":{"text":"m=DataFrame(hour_bucket=df2.hour_bucket, mean=df2.male_mean, type=\"male\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:75671"}},{"Add":{"text":"f=DataFrame(hour_bucket=df2.hour_bucket, mean=df2.female_mean, type=\"female\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:75749"}},{"Add":{"text":"g1=vcat(m, f)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:75763"}},{"Add":{"text":"X = g1 |>","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:75773"}},{"Add":{"text":" @vlplot(","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:75784"}},{"Add":{"text":" :bar,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:75794"}},{"Add":{"text":" x=:hour_bucket,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:75814"}},{"Add":{"text":" y=:mean,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:75827"}},{"Add":{"text":" color=:type,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:75844"}},{"Add":{"text":" width=200,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:75859"}},{"Add":{"text":" height=400","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:75874"}},{"Add":{"text":" )","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:75878"}},{"Add":{"text":"save(\"./_assets/statistics/secretary_island_calls_per_hour.svg\", X) ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:75948"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:75949"}},{"Add":{"text":"```","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:75953"}},{"Add":{"text":"## Dataset","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:75964"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:75965"}},{"Add":{"text":"\\output{./secretary_island_calls_per_hour.jl}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:76011"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:76012"}},{"Add":{"text":"![Calls per Hour](/assets/statistics/secretary_island_calls_per_hour_aggregate.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:76096"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:76097"}},{"Add":{"text":"\\tableinput{}{statistics/tableinput/secretary_island_calls_per_hour_description.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:76182"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:76183"}},{"Add":{"text":"## Distribution","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:76199"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:76200"}},{"Add":{"text":"![Calls per Hour](/assets/statistics/secretary_island_calls_per_hour_frequency.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:76284"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:76285"}},{"Add":{"text":"![Gender](/assets/statistics/secretary_island_calls_per_hour_mf.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:76354"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:76355"}},{"Add":{"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:76685"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:76686"}},{"Add":{"text":"## Time of Day","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:76701"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:76702"}},{"Add":{"text":"Hour is UTC, to get to NZ time add 12 or 13 hours.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:76753"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:76754"}},{"Add":{"text":"![Calls per Hour](/assets/statistics/secretary_island_calls_per_hour.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:76828"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:76829"}},{"Add":{"text":"## Month","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:76838"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:76839"}},{"Add":{"text":"All calls were recorded in April 2018, 2019 or 2020.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:76892"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:76893"}},{"Add":{"text":"```julia:./secretary_island_calls_per_hour_by_location.jl #hideall","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:76960"}},{"Add":{"text":"using CSV, DataFrames, DataFramesMeta, DuckDB, Dates, Statistics, VegaLite","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:77035"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:77036"}},{"Add":{"text":"function get_calls_with_location(loc::String)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:77082"}},{"Add":{"text":" con = DBInterface.connect(DuckDB.DB, \"/Volumes/SSD1/AudioData.duckdb\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:77155"}},{"Add":{"text":" a=DBInterface.execute(con, \"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:77186"}},{"Add":{"text":" SELECT","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:77195"}},{"Add":{"text":" file,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:77205"}},{"Add":{"text":" COALESCE(CAST(male AS INT), 0) AS male,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:77249"}},{"Add":{"text":" COALESCE(CAST(female AS INT), 0) AS female,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:77297"}},{"Add":{"text":" COALESCE(CAST(duet AS INT), 0) AS duet,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:77341"}},{"Add":{"text":" FROM","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:77348"}},{"Add":{"text":" secretary_island_labels_20230405","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:77385"}},{"Add":{"text":" WHERE","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:77393"}},{"Add":{"text":" location = '$loc';","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:77416"}},{"Add":{"text":" ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:77419"}},{"Add":{"text":" \")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:77424"}},{"Add":{"text":" DBInterface.close!(con) ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:77451"}},{"Add":{"text":" a=DataFrame(a) ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:77469"}},{"Add":{"text":" return a","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:77480"}},{"Add":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:77484"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:77485"}},{"Add":{"text":"function get_files_with_location(loc::String)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:77531"}},{"Add":{"text":" con = DBInterface.connect(DuckDB.DB, \"/Volumes/SSD1/AudioData.duckdb\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:77604"}},{"Add":{"text":" a=DBInterface.execute(con, \"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:77635"}},{"Add":{"text":" SELECT","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:77644"}},{"Add":{"text":" file,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:77654"}},{"Add":{"text":" time_bucket(INTERVAL '60 minutes', local_date_time) AS bucket","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:77720"}},{"Add":{"text":" FROM","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:77727"}},{"Add":{"text":" secretary_island_files","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:77754"}},{"Add":{"text":" WHERE","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:77762"}},{"Add":{"text":" location = '$loc'","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:77784"}},{"Add":{"text":" ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:77787"}},{"Add":{"text":" \")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:77792"}},{"Add":{"text":" DBInterface.close!(con) ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:77819"}},{"Add":{"text":" a=DataFrame(a)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:77836"}},{"Add":{"text":" return a","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:77847"}},{"Add":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:77851"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:77852"}},{"Add":{"text":"function get_location_calls_per_hour(loc::String)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:77902"}},{"Add":{"text":" l=DataFrame(get_calls_with_location(\"$loc\"))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:77949"}},{"Add":{"text":" f=DataFrame(get_files_with_location(\"$loc\"))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:77996"}},{"Add":{"text":" df=outerjoin(f, l, on = :file)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:78029"}},{"Add":{"text":" select!(df, Not([:file]))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:78057"}},{"Add":{"text":" df=coalesce.(df, 0)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:78079"}},{"Add":{"text":" gdf = groupby(df, :bucket)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:78108"}},{"Add":{"text":" cdf = combine(gdf, :male => sum, :female => sum, :duet => sum)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:78173"}},{"Add":{"text":" @transform!(cdf, @byrow :male = :male_sum + :duet_sum)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:78230"}},{"Add":{"text":" @transform!(cdf, @byrow :female = :female_sum + :duet_sum)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:78291"}},{"Add":{"text":" rename!(cdf, :duet_sum => :duet)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:78326"}},{"Add":{"text":" select!(cdf, Not([:male_sum, :female_sum]))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:78372"}},{"Add":{"text":" # there is a lot of data here for further analysis, for now mean calls only.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:78451"}},{"Add":{"text":" mm=round(mean(cdf.male); digits=4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:78488"}},{"Add":{"text":" fm=round(mean(cdf.female); digits=4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:78527"}},{"Add":{"text":" dm=round(mean(cdf.duet); digits=4)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:78564"}},{"Add":{"text":" row = [loc, mm, fm, dm]","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:78590"}},{"Add":{"text":" return row","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:78603"}},{"Add":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:78607"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:78608"}},{"Add":{"text":"function get_location_list()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:78637"}},{"Add":{"text":" con = DBInterface.connect(DuckDB.DB, \"/Volumes/SSD1/AudioData.duckdb\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:78710"}},{"Add":{"text":" a=DBInterface.execute(con, \"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:78741"}},{"Add":{"text":" SELECT","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:78752"}},{"Add":{"text":" l.location AS locations,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:78783"}},{"Add":{"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:78907"}},{"Add":{"text":" FROM ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:78917"}},{"Add":{"text":" secretary_island_labels_20230405 AS l","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:78961"}},{"Add":{"text":" WHERE ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:78972"}},{"Add":{"text":" l.male = true OR l.female = true OR l.duet = true","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:79028"}},{"Add":{"text":" GROUP BY","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:79041"}},{"Add":{"text":" l.location","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:79058"}},{"Add":{"text":" ORDER BY","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:79071"}},{"Add":{"text":" calls DESC;","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:79089"}},{"Add":{"text":" \")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:79094"}},{"Add":{"text":" DBInterface.close!(con)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:79120"}},{"Add":{"text":" a=DataFrame(a)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:79137"}},{"Add":{"text":" return a.locations","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:79158"}},{"Add":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:79162"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:79163"}},{"Add":{"text":"function graph_data()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:79185"}},{"Add":{"text":" df = DataFrame(","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:79203"}},{"Add":{"text":" location = String[],","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:79228"}},{"Add":{"text":" male = Float64[],","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:79250"}},{"Add":{"text":" female = Float64[],","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:79274"}},{"Add":{"text":" duet = Float64[]","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:79295"}},{"Add":{"text":" )","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:79299"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:79300"}},{"Add":{"text":" for location in get_location_list()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:79338"}},{"Add":{"text":" x=get_location_calls_per_hour(location)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:79382"}},{"Add":{"text":" push!(df, x)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:79399"}},{"Add":{"text":" end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:79405"}},{"Add":{"text":" @transform!(df, @byrow :individual = (:male + :female) |> x -> round(x, digits=4))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:79490"}},{"Add":{"text":" m=DataFrame(location=df.location, mean_calls_per_hour=df.male, type=\"male\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:79568"}},{"Add":{"text":" f=DataFrame(location=df.location, mean_calls_per_hour=df.female, type=\"female\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:79650"}},{"Add":{"text":" dfx=vcat(m, f)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:79667"}},{"Add":{"text":" println(\"Mean calls per hour by location: $(df.individual |> mean |> x -> round(x, digits=4))\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:79765"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:79766"}},{"Add":{"text":" #for table","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:79779"}},{"Add":{"text":" sort!(df, [:individual], rev=true)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:79816"}},{"Add":{"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:80023"}},{"Add":{"text":" CSV.write(\"./_assets/statistics/tableinput/secretary_island_calls_per_hour_by_location.csv\", df)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:80122"}},{"Add":{"text":" ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:80125"}},{"Add":{"text":" return dfx","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:80138"}},{"Add":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:80142"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:80143"}},{"Add":{"text":"df=graph_data()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:80159"}},{"Add":{"text":"X = df |>","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:80169"}},{"Add":{"text":" @vlplot(","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:80180"}},{"Add":{"text":" :bar,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:80190"}},{"Add":{"text":" x=:location,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:80207"}},{"Add":{"text":" y=:mean_calls_per_hour,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:80235"}},{"Add":{"text":" color=:type,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:80252"}},{"Add":{"text":" width=400,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:80267"}},{"Add":{"text":" height=400,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:80283"}},{"Add":{"text":" )","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:80287"}},{"Add":{"text":"save(\"./_assets/statistics/secretary_island_calls_per_hour_by_location.svg\", X)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:80367"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:80368"}},{"Add":{"text":"```","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:80372"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:80373"}},{"Add":{"text":"## Calls per Hour by Location","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:80403"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:80404"}},{"Add":{"text":"\\output{./secretary_island_calls_per_hour_by_location.jl}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:80462"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:80463"}},{"Add":{"text":"### Graph","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:80473"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:80474"}},{"Add":{"text":"![Calls per Hour](/assets/statistics/secretary_island_calls_per_hour_by_location.svg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:80560"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:80561"}},{"Add":{"text":"### Table","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:80571"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:80572"}},{"Add":{"text":"\\tableinput{}{statistics/tableinput/secretary_island_calls_per_hour_by_location.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:80657"}}]}},{"FileAdd":{"meta":{"basename":"rats.md","metadata":0},"context":[{"change":0,"pos":66361}],"contents":[{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:80810"}},{"Add":{"text":"@def title = \"Calls per Hour by Rat Activity\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:80856"}},{"Add":{"text":"@def noeval = true","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:80875"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:80876"}},{"Add":{"text":"# Calls per Hour By Rat Activity","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:80909"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:80910"}},{"Add":{"text":"\\tableofcontents","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:80927"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:80928"}},{"Add":{"text":"```julia:./calls_per_hour_by_rat_activity.jl #hideall","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:80982"}},{"Add":{"text":"using CSV, DataFrames, DataFramesMeta, DuckDB, Dates, Statistics, VegaLite","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:81057"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:81058"}},{"Add":{"text":"function get_calls_with_location(loc::String)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:81104"}},{"Add":{"text":" con = DBInterface.connect(DuckDB.DB, \"/Volumes/SSD1/AudioData.duckdb\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:81177"}},{"Add":{"text":" a=DBInterface.execute(con, \"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:81208"}},{"Add":{"text":" SELECT","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:81217"}},{"Add":{"text":" file,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:81227"}},{"Add":{"text":" COALESCE(CAST(male AS INT), 0) AS male,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:81271"}},{"Add":{"text":" COALESCE(CAST(female AS INT), 0) AS female,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:81319"}},{"Add":{"text":" COALESCE(CAST(duet AS INT), 0) AS duet,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:81363"}},{"Add":{"text":" FROM","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:81370"}},{"Add":{"text":" pomona_labels_20230418","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:81397"}},{"Add":{"text":" WHERE","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:81405"}},{"Add":{"text":" location = '$loc';","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:81428"}},{"Add":{"text":" ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:81431"}},{"Add":{"text":" \")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:81436"}},{"Add":{"text":" DBInterface.close!(con) ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:81463"}},{"Add":{"text":" a=DataFrame(a) ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:81481"}},{"Add":{"text":" return a","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:81492"}},{"Add":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:81496"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:81497"}},{"Add":{"text":"function get_files_with_location(loc::String)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:81543"}},{"Add":{"text":" con = DBInterface.connect(DuckDB.DB, \"/Volumes/SSD1/AudioData.duckdb\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:81616"}},{"Add":{"text":" a=DBInterface.execute(con, \"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:81647"}},{"Add":{"text":" SELECT","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:81656"}},{"Add":{"text":" file,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:81666"}},{"Add":{"text":" time_bucket(INTERVAL '60 minutes', local_date_time) AS bucket,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:81733"}},{"Add":{"text":" night,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:81744"}},{"Add":{"text":" FROM","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:81751"}},{"Add":{"text":" pomona_files","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:81768"}},{"Add":{"text":" WHERE","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:81776"}},{"Add":{"text":" location = '$loc'","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:81798"}},{"Add":{"text":" ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:81801"}},{"Add":{"text":" \")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:81806"}},{"Add":{"text":" DBInterface.close!(con) ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:81833"}},{"Add":{"text":" a=DataFrame(a)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:81850"}},{"Add":{"text":" b=filter(row -> row.night = true, a)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:81889"}},{"Add":{"text":" select!(b, Not([:night]))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:81917"}},{"Add":{"text":" return b","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:81928"}},{"Add":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:81932"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:81933"}},{"Add":{"text":"function get_location_calls_per_hour(loc::String)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:81983"}},{"Add":{"text":" l=DataFrame(get_calls_with_location(\"$loc\"))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:82030"}},{"Add":{"text":" f=DataFrame(get_files_with_location(\"$loc\"))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:82077"}},{"Add":{"text":" df=outerjoin(f, l, on = :file)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:82110"}},{"Add":{"text":" select!(df, Not([:file]))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:82138"}},{"Add":{"text":" df=coalesce.(df, 0)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:82160"}},{"Add":{"text":" gdf = groupby(df, :bucket)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:82189"}},{"Add":{"text":" cdf = combine(gdf, :male => sum, :female => sum, :duet => sum)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:82254"}},{"Add":{"text":" @transform!(cdf, @byrow :male = :male_sum + :duet_sum)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:82311"}},{"Add":{"text":" @transform!(cdf, @byrow :female = :female_sum + :duet_sum)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:82372"}},{"Add":{"text":" rename!(cdf, :duet_sum => :duet)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:82407"}},{"Add":{"text":" select!(cdf, Not([:male_sum, :female_sum]))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:82453"}},{"Add":{"text":" @transform!(cdf, @byrow :day = Date(:bucket))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:82501"}},{"Add":{"text":" select!(cdf, Not([:bucket]))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:82532"}},{"Add":{"text":" gdf2 = groupby(cdf, :day)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:82560"}},{"Add":{"text":" cdf2 = combine(gdf2, :male => mean, :female => mean, :duet => mean)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:82630"}},{"Add":{"text":" rename!(cdf2, :male_mean => :male, :female_mean => :female, :duet_mean => :duet)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:82713"}},{"Add":{"text":" return cdf2","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:82727"}},{"Add":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:82731"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:82732"}},{"Add":{"text":"function get_location_list()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:82761"}},{"Add":{"text":" con = DBInterface.connect(DuckDB.DB, \"/Volumes/SSD1/AudioData.duckdb\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:82834"}},{"Add":{"text":" a=DBInterface.execute(con, \"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:82865"}},{"Add":{"text":" SELECT","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:82876"}},{"Add":{"text":" l.location AS locations,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:82907"}},{"Add":{"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:83031"}},{"Add":{"text":" FROM ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:83041"}},{"Add":{"text":" pomona_labels_20230418 AS l","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:83075"}},{"Add":{"text":" WHERE ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:83086"}},{"Add":{"text":" l.male = true OR l.female = true OR l.duet = true","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:83142"}},{"Add":{"text":" GROUP BY","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:83155"}},{"Add":{"text":" l.location","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:83172"}},{"Add":{"text":" ORDER BY","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:83185"}},{"Add":{"text":" calls DESC;","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:83203"}},{"Add":{"text":" \")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:83208"}},{"Add":{"text":" DBInterface.close!(con)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:83234"}},{"Add":{"text":" a=DataFrame(a)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:83251"}},{"Add":{"text":" return a.locations","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:83272"}},{"Add":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:83276"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:83277"}},{"Add":{"text":"function graph_data()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:83299"}},{"Add":{"text":" df = DataFrame(","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:83317"}},{"Add":{"text":" day = Date[],","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:83335"}},{"Add":{"text":" male = Float64[],","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:83357"}},{"Add":{"text":" female = Float64[],","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:83381"}},{"Add":{"text":" duet = Float64[]","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:83402"}},{"Add":{"text":" )","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:83406"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:83407"}},{"Add":{"text":" for location in get_location_list()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:83445"}},{"Add":{"text":" x=get_location_calls_per_hour(location)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:83489"}},{"Add":{"text":" df=vcat(df, x)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:83508"}},{"Add":{"text":" end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:83514"}},{"Add":{"text":" gdf = groupby(df, :day)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:83540"}},{"Add":{"text":" cdf = combine(gdf, :male => mean => :male, :female => mean => :female)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:83613"}},{"Add":{"text":" df_rats=DataFrame(CSV.File(\"/Volumes/SSD1/rats.csv\"))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:83669"}},{"Add":{"text":" #@transform!(df_rats, @byrow :ratiness = trunc(:ratiness, digits=1))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:83740"}},{"Add":{"text":" @transform!(df_rats, @byrow :ratiness = round(:ratiness, digits=1))","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:83810"}},{"Add":{"text":" select!(df_rats, :Day => :day, :ratiness)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:83854"}},{"Add":{"text":" jdf=innerjoin(cdf, df_rats, on = :day)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:83895"}},{"Add":{"text":" gdf2 = groupby(jdf, :ratiness)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:83928"}},{"Add":{"text":" cdf2 = combine(gdf2, :male => mean => :male, :female => mean => :female)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:84003"}},{"Add":{"text":" sort!(cdf2, [:ratiness])","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:84030"}},{"Add":{"text":" filter!(row -> row.ratiness < 1.0, cdf2)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:84073"}},{"Add":{"text":" ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:84076"}},{"Add":{"text":" m=DataFrame(ratiness=cdf2.ratiness, calls_per_hour=cdf2.male, type=\"male\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:84153"}},{"Add":{"text":" f=DataFrame(ratiness=cdf2.ratiness, calls_per_hour=cdf2.female, type=\"female\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:84234"}},{"Add":{"text":" dfx=vcat(m, f)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:84251"}},{"Add":{"text":" ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:84254"}},{"Add":{"text":" return dfx","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:84267"}},{"Add":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:84271"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:84272"}},{"Add":{"text":"df=graph_data()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:84288"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:84289"}},{"Add":{"text":"X = df |>","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:84299"}},{"Add":{"text":" @vlplot(","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:84310"}},{"Add":{"text":" :bar,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:84320"}},{"Add":{"text":" x=:ratiness,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:84337"}},{"Add":{"text":" y=:calls_per_hour,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:84360"}},{"Add":{"text":" color=:type,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:84377"}},{"Add":{"text":" width=400,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:84392"}},{"Add":{"text":" height=400,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:84408"}},{"Add":{"text":" )","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:84412"}},{"Add":{"text":"save(\"./_assets/statistics/calls_per_hour_by_ratiness.svg\", X)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:84475"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:84476"}},{"Add":{"text":"```","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:84480"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:84481"}},{"Add":{"text":"\\output{./calls_per_hour_by_rat_activity.jl}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:84526"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:84527"}},{"Add":{"text":"## Ratiness","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:84539"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:84540"}},{"Add":{"text":"Ratiness is the proportion of trail cameras that made a photograph of at least 1 rat in a day.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:84635"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:84636"}},{"Add":{"text":"There are usually around 12 to 14 cameras operating at any time.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:84701"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:84702"}},{"Add":{"text":"Sometimes a camera will detect many rats in a day, it is not possible to know how many individual rats were detected in a day.","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:84829"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:84830"}},{"Add":{"text":"## Graph","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:84839"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:84840"}},{"Add":{"text":"![Calls per Hour](/assets/statistics/calls_per_hour_by_ratiness.png)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:84909"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:84910"}},{"Add":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:84917"}},{"Add":{"text":" * [Gender](/statistics/gender)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:84950"}},{"Add":{"text":" ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:84953"}},{"Add":{"text":" ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:84956"}},{"Add":{"text":" * [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:84976"}},{"Add":{"text":" * [Kiwi Radio](https://podcasters.spotify.com/pod/show/skraak) (Spotify)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:85051"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:85052"}}]}},{"FileAdd":{"meta":{"basename":"overview.md","metadata":0},"context":[{"change":0,"pos":66361}],"contents":[{"Add":{"text":"@def title = \"Overview\"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:85111"}},{"Add":{"text":"@def reeval = true","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:85130"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:85131"}},{"Add":{"text":"# Overview","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:85142"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:85143"}},{"Add":{"text":"\\tableofcontents","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:85160"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:85161"}},{"Add":{"text":"## Audio Recorded","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:85179"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:85180"}},{"Add":{"text":"```julia:./tableinput/gen #hideall","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:85215"}},{"Add":{"text":"using CSV, DataFrames, DuckDB","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:85245"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:85246"}},{"Add":{"text":"function get_audio_list()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:85272"}},{"Add":{"text":" con = DBInterface.connect(DuckDB.DB, \"/Volumes/SSD1/AudioData.duckdb\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:85345"}},{"Add":{"text":" a=DBInterface.execute(con, \"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:85376"}},{"Add":{"text":" SELECT drive AS Drive,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:85403"}},{"Add":{"text":" ROUND(COUNT(*) * 0.000028, 2) AS SizeTB,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:85450"}},{"Add":{"text":" COUNT(*) AS Files,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:85475"}},{"Add":{"text":" ROUND(SUM(duration_s) / 3600, 1) AS Hours, ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:85525"}},{"Add":{"text":" strftime(MIN(start_rec_period), '%d/%m/%Y') AS From,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:85584"}},{"Add":{"text":" strftime(MAX(end_rec_period), '%d/%m/%Y') AS To,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:85639"}},{"Add":{"text":" FROM pomona_files,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:85664"}},{"Add":{"text":" GROUP BY drive","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:85683"}},{"Add":{"text":" ORDER BY drive ASC;","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:85707"}},{"Add":{"text":" \")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:85712"}},{"Add":{"text":" DBInterface.close!(con)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:85738"}},{"Add":{"text":" df=DataFrame(a)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:85756"}},{"Add":{"text":" push!(df, [\"TOTAL\", sum(df.SizeTB), sum(df.Files), sum(df.Hours), missing, missing ])","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:85844"}},{"Add":{"text":" return df","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:85856"}},{"Add":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:85860"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:85861"}},{"Add":{"text":"table=get_audio_list()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:85884"}},{"Add":{"text":"CSV.write(\"./_assets/statistics/tableinput/audio_by_drive.csv\", table)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:85955"}},{"Add":{"text":"```","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:85959"}},{"Add":{"text":"\\tableinput{}{statistics/tableinput/audio_by_drive.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:86015"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:86016"}},{"Add":{"text":"## Kiwi Calls Found","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:86036"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:86037"}},{"Add":{"text":"```julia:./tableinput/gen #hideall","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:86072"}},{"Add":{"text":"using CSV, DataFrames, DuckDB","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:86102"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:86103"}},{"Add":{"text":"function get_aggregate_X_calls(label::String)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:86149"}},{"Add":{"text":" con = DBInterface.connect(DuckDB.DB, \"/Volumes/SSD1/AudioData.duckdb\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:86222"}},{"Add":{"text":" a=DBInterface.execute(con, \"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:86253"}},{"Add":{"text":" SELECT COUNT(*) AS Number_Calls,","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:86290"}},{"Add":{"text":" FROM pomona_labels_20230418","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:86324"}},{"Add":{"text":" WHERE $label = TRUE","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:86350"}},{"Add":{"text":" ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:86355"}},{"Add":{"text":" \")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:86360"}},{"Add":{"text":" DBInterface.close!(con)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:86386"}},{"Add":{"text":" df=DataFrame(a)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:86404"}},{"Add":{"text":" return df.Number_Calls[1]","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:86432"}},{"Add":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:86436"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:86437"}},{"Add":{"text":"male = get_aggregate_X_calls(\"male\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:86474"}},{"Add":{"text":"female= get_aggregate_X_calls(\"female\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:86514"}},{"Add":{"text":"duets = get_aggregate_X_calls(\"duet\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:86552"}},{"Add":{"text":"total = male + female + 2*duets","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:86585"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:86586"}},{"Add":{"text":"table = DataFrame(\"Call Type\" => [\"Solo Male\", \"Solo Female\", \"Duets\", \"Individual\"],","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:86672"}},{"Add":{"text":" \"Number\" => [male, female, duets, total])","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:86731"}},{"Add":{"text":"CSV.write(\"./_assets/statistics/tableinput/aggregate_calls.csv\", table)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:86803"}},{"Add":{"text":"```","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:86807"}},{"Add":{"text":"\\tableinput{}{statistics/tableinput/aggregate_calls.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:86864"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:86865"}},{"Add":{"text":"![Singing Kiwi](https://res.cloudinary.com/dofwwje6q/image/upload/v1657134405/Pomona/487DE791-C7FF-4144-81E0-7221B1BAA9AF_gmozib.jpg)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:86999"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:87000"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:87001"}},{"Add":{"text":"## Calls by Location","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:87022"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:87023"}},{"Add":{"text":"```julia:./tableinput/gen #hideall","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:87058"}},{"Add":{"text":"using CSV, DataFrames, DuckDB","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:87088"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:87089"}},{"Add":{"text":"function get_calls_by_location()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:87122"}},{"Add":{"text":" con = DBInterface.connect(DuckDB.DB, \"/Volumes/SSD1/AudioData.duckdb\")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:87195"}},{"Add":{"text":" a=DBInterface.execute(con, \"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:87226"}},{"Add":{"text":" SELECT location AS Location, ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:87260"}},{"Add":{"text":" SUM(CAST(male AS INT)) AS Solo_Male, ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:87304"}},{"Add":{"text":" SUM(CAST(female AS INT)) AS Solo_Female, ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:87352"}},{"Add":{"text":" SUM(CAST(duet AS INT)) AS Duets, ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:87392"}},{"Add":{"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:87513"}},{"Add":{"text":" SUM(CAST(not_kiwi AS INT)) AS False_Positives","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:87565"}},{"Add":{"text":" FROM pomona_labels_20230418","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:87599"}},{"Add":{"text":" GROUP BY location; ","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:87626"}},{"Add":{"text":" \")","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:87631"}},{"Add":{"text":" DBInterface.close!(con)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:87657"}},{"Add":{"text":" df=DataFrame(a)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:87675"}},{"Add":{"text":" return df","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:87687"}},{"Add":{"text":"end","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:87691"}},{"Add":{"text":"df=get_calls_by_location()","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:87718"}},{"Add":{"text":"sort!(df, [:Individual], rev=[true])","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:87755"}},{"Add":{"text":"push!(df, [\"TOTAL\", sum(df.Solo_Male), sum(df.Solo_Female), sum(df.Duets), sum(df.Individual), sum(df.False_Positives)])","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:87876"}},{"Add":{"text":"CSV.write(\"./_assets/statistics/tableinput/calls_by_location.csv\", df)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:87947"}},{"Add":{"text":"```","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:87951"}},{"Add":{"text":"\\tableinput{}{statistics/tableinput/calls_by_location.csv}","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:88010"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:88011"}},{"Add":{"text":"# Next","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:88018"}},{"Add":{"text":" * [Aggregate](/statistics/aggregate)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:88057"}},{"Add":{"text":" * [When](/statistics/when)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:88086"}},{"Add":{"text":" * [Location](/statistics/location)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:88123"}},{"Add":{"text":" * [Weather](/statistics/weather)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:88158"}},{"Add":{"text":" * [Moon](/statistics/moon)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:88187"}},{"Add":{"text":" * [Rats](/statistics/rats)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:88216"}},{"Add":{"text":" * [Gender](/statistics/gender)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:88249"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:88250"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:88251"}},{"Add":{"text":" * [Trips](/trips)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:88271"}},{"Add":{"text":" * [Kiwi Radio](https://podcasters.spotify.com/pod/show/skraak) (Spotify)","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:88346"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:88347"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:88348"}}]}},{"FileAdd":{"meta":{"basename":"old-page.html","metadata":64},"context":[{"change":0,"pos":66361}],"contents":[{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:88498"}},{"Add":{"text":"","pos":"OFTU77S5FEE5SWAV7G4OWAQ7GY6LOEY65ZTMJCDMPMJGB7TWDIOQC:88538"}},{"Add":{"text":"

…

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