From 5c216c60b503cc1a851a4c80a74244be4e106529 Mon Sep 17 00:00:00 2001 From: langbart Date: Tue, 19 Nov 2024 10:49:18 +0100 Subject: [PATCH] load data remotely --- r_snacks/6_preprocessing2.qmd | 5 +- r_snacks/data/malawi_ssf.csv | 147 ---------------------------------- 2 files changed, 2 insertions(+), 150 deletions(-) delete mode 100644 r_snacks/data/malawi_ssf.csv diff --git a/r_snacks/6_preprocessing2.qmd b/r_snacks/6_preprocessing2.qmd index e07e4b5..e7fe605 100644 --- a/r_snacks/6_preprocessing2.qmd +++ b/r_snacks/6_preprocessing2.qmd @@ -12,8 +12,7 @@ webr: - tidyverse - janitor - skimr -resources: - - ../data/malawi_ssf.csv + - readr --- {{< include ../_extensions/r-wasm/live/_knitr.qmd >}} @@ -47,7 +46,7 @@ library(janitor) library(skimr) # Read the landing site data -malawi_ssf <- read.csv("data/malawi_ssf.csv") +malawi_ssf <- readr::read_csv("https://raw.githubusercontent.com/WorldFishCenter/ssf.training/refs/heads/update-pages/data/malawi_ssf.csv") # Initial inspection glimpse(malawi_ssf) diff --git a/r_snacks/data/malawi_ssf.csv b/r_snacks/data/malawi_ssf.csv deleted file mode 100644 index 09b6af7..0000000 --- a/r_snacks/data/malawi_ssf.csv +++ /dev/null @@ -1,147 +0,0 @@ -submission_id,survey_id,landing_date,sample_district,landing_site,lat,lon,n_fishers,n_boats,trip_length,gear,catch_usage,catch_taxon,catch_price,catch_kg,price_kg -371624779,371624779-1-1,2024-08-13T00:00:00Z,Salima,Nguwo ,-13.7290705,34.6209881,,,5,Chilimira,trade,Ndunduma,1e+05,35,2857.142857143 -371624788,371624788-1-1,2024-08-13T00:00:00Z,Salima,Nguwo,-13.728827,34.6212876,10,10,4,Chilimira,trade,ndunduma,125000,50, -371624788,371624788-1-2,2024-08-13T00:00:00Z,Salima,Nguwo,-13.728827,34.6212876,10,10,4,Chilimira,trade,usipa,25000,35,714.285714286 -371624788,371624788-2-1,2024-08-13T00:00:00Z,Salima,Nguwo,-13.728827,34.6212876,10,10,6,Chilimira,trade,ndunduma,490000,75,6533.333333333 -371624788,371624788-2-2,2024-08-13T00:00:00Z,Salima, Nguwo ,-13.728827,34.6212876,100,10,6,Chilimira,TRADE,ndunduma,42000,20,2100 -371624788,371624788-3-1,2024-08-13T00:00:00Z,Salima,Nguwo,-13.728827,34.6212876,10,10,8,Chilimira,Trade,ndunduma,155000,,3444.444444444 -371624788,371624788-4-1,2024-08-13T00:00:00Z,Salima,Nguwo,-13.728827,34.6212876,,10,5,Chilimira,trade,NDUNDUMA,315000,150,2100 -371624788,371624788-4-2,2024-08-13T00:00:00Z,Salima,Nguwo,-13.728827,34.6212876,10,10,,Chilimira,trade,mcheni,150000,30,5000 -371624788,371624788-5-1,2024-08-13T00:00:00Z,Salima,Nguwo,-13.728827,34.6212876,10,10,5,Chilimira,trade,NDUNDUMA,50000,20,2500 -371624788,371624788-5-2,2024-08-13T00:00:00Z,Salima, Nguwo ,-13.728827,34.6212876,,10,5,Chilimira,trade,usipa,60000,30000,2000 -371624802,371624802-1-1,2024-08-14T00:00:00Z,Salima,Nguwo,-13.7284082,34.6216034,10,10,,Chilimira,trade,Ndunduma,88000,45,1955.555555556 -371624802,371624802-2-1,2024-08-14T00:00:00Z,Salima, Nguwo ,-13.7284082,34.6216034,10,10,8,Chilimira,TRADE,NDUNDUMA,22000,10,2200 -371624802,371624802-2-2,2024-08-14T00:00:00Z,Salima, Nguwo ,-13.7284082,34.6216034,10,10,8,Chilimira,trade,Usipa,22000,10,2200 -371624802,371624802-3-1,2024-08-14T00:00:00Z,Salima,Nguwo,-13.7284082,34.6216034,10,10 boats,9,Chilimira,trade,ndunduma,3e+05,150,2000 -371624802,371624802-4-1,2024-08-14T00:00:00Z,Salima,Nguwo,-13.7284082,34.6216034,10,10,8,Chilimira,Trade,NDUNDUMA,250000,50,5000 -371624802,371624802-5-1,2024-08-14T00:00:00Z,Salima,Nguwo,-13.7284082,34.6216034,,,,Chilimira,trad,ndunduma,330000,150,2200 -371624802,371624802-6-1,2024-08-14T00:00:00Z,Salima,Nguwo,-13.7284082,34.6216034,10,10,9,Chilimira,trade,ndunduma,1e+05,30,3333.333333333 -371624802,371624802-6-2,2024-08-14T00:00:00Z,Salima, Nguwo ,-13.7284082,34.6216034,10,10,9,Chilimira,trade,Usipa,22000,,2200 -371624802,371624802-7-1,2024-08-14T00:00:00Z,Salima,Nguwo,-13.7284082,34.6216034,10,10,8,Chilimira,trade,ndunduma,370000,160,2312.5 -371624802,371624802-7-2,2024-08-14T00:00:00Z,Salima,Nguwo,-13.7284082,34.6216034,10,10,8,Chilimira,trade,usipa,22000,10,2200 -372010345,372010345-1-1,2024-08-15T00:00:00Z,Salima,Nguwo ,-13.7283762,34.6216206,10,10,8 days,Chilimira,trade,ndunduma,44000,20,2200 -372010345,372010345-1-2,2024-08-15T00:00:00Z,Salima,Nguwo,-13.7283762,34.6216206,,10,8,Chilimira,trade,usipa,23000,10,2300 -372010345,372010345-2-1,2024-08-15T00:00:00Z,Salima, Nguwo ,-13.7283762,34.6216206,10,10,8,Chilimira,trade,NDUNDUMA,1e+05,40,2500 -372010345,372010345-2-2,2024-08-15T00:00:00Z,Salima, Nguwo ,-13.7283762,34.6216206,10,10,8,Chilimira,trade,USIPA,220000,10,22000 -372010345,372010345-3-1,2024-08-15T00:00:00Z,Salima,Nguwo,-13.7283762,34.6216206,10,10,11,Chilimira,trade,usipa,80000,40,2000 -372010345,372010345-4-1,2024-08-15T00:00:00Z,Salima,Nguwo,-13.7283762,34.6216206,10,10,9,Chilimira,TRADE,USIPA,3e+05,15,20000 -372010345,372010345-5-1,2024-08-15T00:00:00Z,Salima,Nguwo,-13.7283762,34.6216206,10,10,9,Chilimira,trade,Ndunduma,160000,80,2000 -372403730,372403730-NA-NA,2024-08-16T00:00:00Z,Salima,Lifuwu,-13.688369,34.5954615,,,,"","","",,, -373243659,373243659-NA-NA,2024-08-19T00:00:00Z,Salima, Lifuwu ,-13.6881796,34.5952404,,,,"","","",,, -373590540,373590540-NA-NA,2024-08-20T00:00:00Z,Salima,Lifuwu,-13.6879794,34.5952698,,,,"","","",,, -374430050,374430050-1-1,2024-08-21T00:00:00Z,Salima,Nguwo,-13.7284485,34.621716,10,10,8,Chilimira,TRADE,ndunduma,150000,140,1071.428571429 -374430050,374430050-2-1,2024-08-21T00:00:00Z,Salima,Nguwo,-13.7284485,34.621716,10,10,8,Chilimira,TRADE,other,75000,30,2500 -374430050,374430050-2-2,2024-08-21T00:00:00Z,Salima,Nguwo,-13.7284485,34.621716,10,,8,Chilimira,trade,mcheni,20000,10,2000 -374430050,374430050-3-1,2024-08-21T00:00:00Z,Salima,Nguwo ,-13.7284485,34.621716,,10,8,Chilimira,trade,OTHER,180000,140,1285.714285714 -374430050,374430050-4-1,2024-08-21T00:00:00Z,Salima,Nguwo ,-13.7284485,34.621716,10,10,9,Chilimira,trade,other,1e+05,,250000 -375257281,375257281-1-1,2024-08-22T00:00:00Z,Salima, Nguwo ,-13.7290775,34.6210025,,8 boats,,Chilimira,trade,NDUNDUMA,120000,20,6e+05 -375257281,375257281-1-2,2024-08-22T00:00:00Z,Salima, Nguwo ,-13.7290775,34.6210025,10,8,8,Chilimira,Trade,USIPA,30000,10,3e+05 -375257281,375257281-1-3,2024-08-22T00:00:00Z,Salima,Nguwo,-13.7290775,34.6210025,10,8,8,Chilimira,Trade,other,36000,15,2400 -375257281,375257281-2-1,2024-08-22T00:00:00Z,Salima,Nguwo,-13.7290775,34.6210025,10,8,8,Chilimira,trade,Mcheni,1e+05,30,3333.333333333 -375257281,375257281-2-2,2024-08-22T00:00:00Z,Salima,Nguwo,-13.7290775,34.6210025,10,,8,Chilimira,Trade,USIPA,25000,10000,2500 -375257281,375257281-2-3,2024-08-22T00:00:00Z,Salima,Nguwo,-13.7290775,34.6210025,10,8,,Chilimira,Trade,other,75000,20,3750 -375257281,375257281-3-1,2024-08-22T00:00:00Z,Salima,Nguwo,-13.7290775,34.6210025,10,8,8,Chilimira,trade,ndunduma,130000,75,1733.333333333 -375257288,375257288-1-1,2024-08-23T00:00:00Z,Salima,Nguwo,-13.7290281,34.6210472,10,10,8 days,Chilimira,trade,NDUNDUMA,125000,50,2500 -375257288,375257288-2-1,2024-08-23T00:00:00Z,Salima,Nguwo,-13.7290281,34.6210472,10,10,8,Chilimira,trade,ndunduma,60000,20,3000 -375257288,375257288-3-1,2024-08-23T00:00:00Z,Salima, Nguwo ,-13.7290281,34.6210472,10,10,10,Chilimira,trade,ndunduma,60000,20,3e+05 -375257288,375257288-3-2,2024-08-23T00:00:00Z,Salima,Nguwo ,-13.7290281,34.6210472,10,10,10 days,Chilimira,trade,USIPA,25000,10,2500 MWK -376592429,376592429-1-1,2024-08-27T00:00:00Z,Salima,Lifuwu,-13.6884709,34.5954292,10,10,10,Chilimira,trade,Usipa,160000,135,1185.185185185 -376592429,376592429-2-1,2024-08-27T00:00:00Z,Salima,Lifuwu,-13.6884709,34.5954292,10,10,10,Chilimira,trade,usipa,250000,1125,222.222222222 -376592429,376592429-3-1,2024-08-27T00:00:00Z,Salima,Lifuwu,-13.6884709,34.5954292,10,10 boats,8,Chilimira,trad,usipa,350000,1275,274.509803922 -376592429,376592429-4-1,2024-08-27T00:00:00Z,Salima,Lifuwu,-13.6884709,34.5954292,100,10,9,Chilimira,trade,usipa,380000,1745,217.76504298 -376592429,376592429-5-1,2024-08-27T00:00:00Z,Salima,Lifuwu,-13.6884709,34.5954292,10,10,9,Chilimira,trade,Usipa,850000,,396.27039627 -376592429,376592429-6-1,2024-08-27T00:00:00Z,Salima,Lifuwu,-13.6884709,34.5954292,10,10,9,Chilimira,trade,usipa,2e+05,375,533.333333333 -376592437,376592437-1-1,2024-08-28T00:00:00Z,Salima, Lifuwu ,-13.6867077,34.5954904,10,10,9,Chilimira,trade,usipa,150000,125,1200 -376592437,376592437-2-1,2024-08-28T00:00:00Z,Salima,Lifuwu,-13.6867077,34.5954904,10,,10,Chilimira,trade,usipa,550000,9e+05,611.111111111 MWK -376592437,376592437-3-1,2024-08-28T00:00:00Z,Salima,Lifuwu,-13.6867077,34.5954904,10,10,9,Chilimira,trade,USIPA,3e+05,525,571.428571429 -376592437,376592437-4-1,2024-08-28T00:00:00Z,Salima,Lifuwu,-13.6867077,34.5954904,10,10,9 days,Chilimira,trad,USIPA,250000,125,2000 -376592437,376592437-5-1,2024-08-28T00:00:00Z,Salima,Lifuwu,-13.6867077,34.5954904,10,,9,Chilimira,TRADE,usipa,480000,825,581.818181818 -381871176,381871176-NA-NA,2024-09-02T00:00:00Z,Salima, Nguwo ,-13.7297599,34.620483,,,,"","","",,, -381871184,381871184-1-1,2024-09-03T00:00:00Z,Salima,Nguwo,-13.7292798,34.6208199,7,4,7,Chilimira,trade,usipa,250000,40,6250 -381871184,381871184-2-1,2024-09-03T00:00:00Z,Salima,Nguwo,-13.7292798,34.6208199,7,,8,Chilimira,trade,USIPA,2e+05,80,2500 -381871190,381871190-1-1,2024-09-04T00:00:00Z,Salima,Nguwo,-13.7283342,34.6214262,8,8,,Chilimira,trade,usipa,1e+05,20,5000 -381871190,381871190-1-2,2024-09-04T00:00:00Z,Salima,Nguwo,-13.7283342,34.6214262,8,8,6,Chilimira,TRADE,mcheni,50000,,5000 -381871190,381871190-2-1,2024-09-04T00:00:00Z,Salima,Nguwo,-13.7283342,34.6214262,7,8,8,Chilimira,trade,Usipa,1e+05,30,3333.333333333 -381871195,381871195-1-1,2024-09-10T00:00:00Z,Salima,Nguwo ,-13.7290358,34.6211842,10,8,,Chilimira,trade,NDUNDUMA,90000,30,3000 -381871195,381871195-2-1,2024-09-10T00:00:00Z,Salima,Nguwo,-13.7290358,34.6211842,10,8,9,Chilimira,Trade,NDUNDUMA,250000,60,4166.666666667 -381871195,381871195-2-2,2024-09-10T00:00:00Z,Salima,Nguwo,-13.7290358,34.6211842,10,,9,Chilimira,TRADE,USIPA,80000,25,3200 -381871195,381871195-3-1,2024-09-10T00:00:00Z,Salima, Nguwo ,-13.7290358,34.6211842,10,8,9,Chilimira,TRADE,usipa,240000,80,3000 -381871195,381871195-4-1,2024-09-10T00:00:00Z,Salima,Nguwo,-13.7290358,34.6211842,10,8,9,Chilimira,trade,Usipa,180000,80000,2250 -382231486,382231486-NA-NA,2024-09-11T00:00:00Z,Salima,Nguwo ,-13.7293596,34.6209025,,,,"","","",,, -383189466,383189466-NA-NA,2024-09-12T00:00:00Z,Salima,Nguwo,-13.7299401,34.6204051,,,,"",Trade,"",,, -383189483,383189483-1-1,2024-09-13T00:00:00Z,Salima,Lifuwu,-13.6835631,34.5960054,10,10,9,Chilimira,trade,USIPA,3e+05,125,2400 -383189483,383189483-2-1,2024-09-13T00:00:00Z,Salima,Lifuwu,-13.6835631,34.5960054,10,10,9,Chilimira,trade,USIPA,2e+05,75,2666.666666667 -383189483,383189483-2-2,2024-09-13T00:00:00Z,Salima, Lifuwu ,-13.6835631,34.5960054,10,10,9,Chilimira,trade,Ndunduma,130000,30,4333.333333333 -383189483,383189483-3-1,2024-09-13T00:00:00Z,Salima, Lifuwu ,-13.6835631,34.5960054,100,,,Chilimira,trade,usipa,1200000,,1428.571428571 -383189483,383189483-4-1,2024-09-13T00:00:00Z,Salima,Lifuwu,-13.6835631,34.5960054,10,10,10,Chilimira,Trade,usipa,1250000,9e+05,1388.888888889 -383189483,383189483-5-1,2024-09-13T00:00:00Z,Salima,Lifuwu,-13.6835631,34.5960054,,10 boats,8,Chilimira,trade,usipa,350000,125,2800 -383567061,383567061-1-1,2024-09-14T00:00:00Z,Salima,Lifuwu,-13.6852956,34.5956366,10,10,11,Chilimira,trade,USIPA,3e+05,125,2400 -383567061,383567061-2-1,2024-09-14T00:00:00Z,Salima,Lifuwu ,-13.6852956,34.5956366,10,10,11 days,Chilimira,trade,USIPA,320000,175,1828.571428571 -383567061,383567061-3-1,2024-09-14T00:00:00Z,Salima,Lifuwu,-13.6852956,34.5956366,10,10,11,Chilimira,trade,usipa,220000,145, -383567061,383567061-4-1,2024-09-14T00:00:00Z,Salima,Lifuwu,-13.6852956,34.5956366,10,10,11,Chilimira,trad,Usipa,2e+05,100,2000 -384043126,384043126-1-1,2024-09-16T00:00:00Z,Salima, Lifuwu ,-13.6859441,34.5955953,10,,11,Chilimira,TRADE,USIPA,82000,45,1822.222222222 -384043126,384043126-2-1,2024-09-16T00:00:00Z,Salima,Lifuwu ,-13.6859441,34.5955953,100,10,,Chilimira,trade,usipa,55000,30,1833.333333333 -384043126,384043126-3-1,2024-09-16T00:00:00Z,Salima,Lifuwu,-13.6859441,34.5955953,10,10,11,Chilimira,trade,usipa,35000,20000,1750 -384043126,384043126-4-1,2024-09-16T00:00:00Z,Salima,Lifuwu,-13.6859441,34.5955953,10,10 boats,11,Chilimira,trade,usipa,2e+05,80,2500 -384043126,384043126-5-1,2024-09-16T00:00:00Z,Salima,Lifuwu,-13.6859441,34.5955953,10,10,11,Chilimira,Trade,usipa,165000,75,2200 MWK -385198981,385198981-1-1,2024-09-17T00:00:00Z,Salima, Lifuwu ,-13.6832003,34.5959515,9,,11,Chilimira,food,Usipa,10000,7,1428.571428571 -385198981,385198981-2-1,2024-09-17T00:00:00Z,Salima,Lifuwu,-13.6832003,34.5959515,10,9,,Chilimira,TRADE,Usipa,270000,100,2700 MWK -385198981,385198981-3-1,2024-09-17T00:00:00Z,Salima, Lifuwu ,-13.6832003,34.5959515,10,9,11,Chilimira,trade,usipa,150000,75, -385198981,385198981-4-1,2024-09-17T00:00:00Z,Salima,Lifuwu,-13.6832003,34.5959515,10,9,,Chilimira,Trade,USIPA,1e+05,45,2222.222222222 -386562331,386562331-1-1,2024-09-18T00:00:00Z,Salima,Lifuwu,-13.6856992,34.5956729,10,,11,Chilimira,trade,usipa,2e+05,100,2000 -386562331,386562331-2-1,2024-09-18T00:00:00Z,Salima,Lifuwu,-13.6856992,34.5956729,10,8,11,Chilimira,trade,usipa,280000,175,1600 -386562331,386562331-3-1,2024-09-18T00:00:00Z,Salima,Lifuwu,-13.6856992,34.5956729,10,8,11,Chilimira,TRADE,usipa,160000,80,2000 -386562331,386562331-4-1,2024-09-18T00:00:00Z,Salima,Lifuwu,-13.6856992,34.5956729,10,8,10,Chilimira,trade,USIPA,180000,130,1384.615384615 -390679142,390679142-NA-NA,2024-10-02T00:00:00Z,Salima,Nguwo,-13.7282588,34.6217886,,,,"","","",,,NA MWK -390735887,390735887-NA-NA,2024-10-03T00:00:00Z,Salima,Nguwo,-13.72989,34.6204267,,,,"",Trade,"",,,NA MWK -391202944,391202944-NA-NA,2024-10-04T00:00:00Z,Salima, Nguwo ,-13.7280372,34.6218013,,,,"","","",,,NA MWK -391569229,391569229-NA-NA,2024-10-05T00:00:00Z,Salima,Lifuwu,-13.6851565,34.5957108,,,NA days,"","","",,, -391987506,391987506-1-1,2024-10-07T00:00:00Z,Salima, Lifuwu ,-13.6880033,34.5954483,10,8,6,Chilimira,trade,Usipa,120000,,2666.666666667 -391987506,391987506-2-1,2024-10-07T00:00:00Z,Salima,Lifuwu,-13.6880033,34.5954483,10,8,6,Chilimira,trade,USIPA,180000,75,2400 -391987506,391987506-3-1,2024-10-07T00:00:00Z,Salima,Lifuwu,-13.6880033,34.5954483,100,8,6,Chilimira,trade,USIPA,220000,100,2200 MWK -391987506,391987506-4-1,2024-10-07T00:00:00Z,Salima, Lifuwu ,-13.6880033,34.5954483,10,8,6,Chilimira,trade,Usipa,150000,65,2307.692307692 -392520114,392520114-1-1,2024-10-08T00:00:00Z,Salima,Lifuwu ,-13.683563,34.5959591,10,7,11,Chilimira,trade,usipa,350000,145,2413.793103448 -392520114,392520114-2-1,2024-10-08T00:00:00Z,Salima,Lifuwu,-13.683563,34.5959591,10,7,11,Chilimira,trade,USIPA,520000,220,2363.636363636 -392520114,392520114-3-1,2024-10-08T00:00:00Z,Salima,Lifuwu,-13.683563,34.5959591,10,,11,Chilimira,trade,USIPA,7e+05,250,2800 -392520114,392520114-4-1,2024-10-08T00:00:00Z,Salima,Lifuwu,-13.683563,34.5959591,10,7,11,Chilimira,trade,usipa,4e+05,175,2285.714285714 -393041520,393041520-NA-NA,2024-10-09T00:00:00Z,Salima,Lifuwu,-13.6876142,34.5954392,,,,"","","",,, -393359220,393359220-NA-NA,2024-10-10T00:00:00Z,Salima,Lifuwu,-13.6879369,34.5953621,,,,"","","",,, -394747943,394747943-1-1,2024-10-14T00:00:00Z,Salima,Lifuwu,-13.6876067,34.5954183,10,9,11,Chilimira,trade,usipa,250000,125,2000 -394747943,394747943-2-1,2024-10-14T00:00:00Z,Salima,Lifuwu,-13.6876067,34.5954183,10,,11 days,Chilimira,TRADE,usipa,2e+05,100,2000 -394747943,394747943-3-1,2024-10-14T00:00:00Z,Salima, Lifuwu ,-13.6876067,34.5954183,10,9,11,Chilimira,trade,usipa,340000,189,1798.941798942 -394747943,394747943-4-1,2024-10-14T00:00:00Z,Salima,Lifuwu,-13.6876067,34.5954183,10,9,11,Chilimira,trade,usipa,180000,75,240000 -395680161,395680161-1-1,2024-10-15T00:00:00Z,Salima,Nguwo,-13.7282683,34.62178,10,10,10,Chilimira,Trade,usipa,120000,63,1904.761904762 -395680161,395680161-2-1,2024-10-15T00:00:00Z,Salima,Nguwo,-13.7282683,34.62178,10,10,11,Chilimira,trade,usipa,110000,,2444.444444444 -395680161,395680161-3-1,2024-10-15T00:00:00Z,Salima, Nguwo ,-13.7282683,34.62178,10,10,,Chilimira,trade,usipa,60000,35,1714.285714286 -395680161,395680161-4-1,2024-10-15T00:00:00Z,Salima,Nguwo ,-13.7282683,34.62178,10,10,11,Chilimira,TRADE,usipa,70000,35,2000 -395680161,395680161-5-1,2024-10-15T00:00:00Z,Salima,Nguwo,-13.7282683,34.62178,,10,11,Chilimira,both,USIPA,1e+05,40,2500 -395680167,395680167-NA-NA,2024-10-16T00:00:00Z,Salima,Nguwo,-13.7281457,34.6219498,,,,"",TRADE,"",,, -396039098,396039098-NA-NA,2024-10-17T00:00:00Z,Salima, Nguwo ,-13.7296243,34.6207147,,,,"","","",,, -403101324,403101324-NA-NA,2024-11-02T00:00:00Z,Salima,Nguwo,-13.7277428,34.6221937,,,,"","","",,, -403580827,403580827-1-1,2024-11-04T00:00:00Z,Salima, Nguwo ,-13.7283215,34.6217282,10,9,11,Chilimira,trade,usipa,280000,128,2187.5 -403580827,403580827-2-1,2024-11-04T00:00:00Z,Salima,Nguwo,-13.7283215,34.6217282,10,9,11,Chilimira,trade,USIPA,2e+05,90,2222.222222222 -403580827,403580827-3-1,2024-11-04T00:00:00Z,Salima,Nguwo,-13.7283215,34.6217282,10,NA boats,11,Chilimira,TRADE,usipa,110000,63,174603.1746032 -403580827,403580827-4-1,2024-11-04T00:00:00Z,Salima,Nguwo,-13.7283215,34.6217282,100,,11,Chilimira,trade,USIPA,1e+05,60, -403936620,403936620-1-1,2024-11-05T00:00:00Z,Salima,Nguwo,-13.7283732,34.6217592,10,9,11,Chilimira,trade,usipa,240000,126,1904.761904762 -403936620,403936620-2-1,2024-11-05T00:00:00Z,Salima,Nguwo,-13.7283732,34.6217592,10,9,10,Chilimira,trade,usipa,185000,100,1850 -403936620,403936620-3-1,2024-11-05T00:00:00Z,Salima,Nguwo,-13.7283732,34.6217592,10,9,11,Chilimira,trade,usipa,4e+05,175, -403936620,403936620-4-1,2024-11-05T00:00:00Z,Salima,Nguwo,-13.7283732,34.6217592,10,9,11,Chilimira,trad,usipa,110000,63, -403936620,403936620-5-1,2024-11-05T00:00:00Z,Salima, Nguwo ,-13.7283732,34.6217592,,9,11,Chilimira,trade,USIPA,280000,,2240 -404494360,404494360-1-1,2024-11-06T00:00:00Z,Salima, Lifuwu ,-13.6855183,34.5956,10,10,10,Chilimira,Trade,usipa,8e+05,225,3555.555555556 -404494360,404494360-2-1,2024-11-06T00:00:00Z,Salima,Lifuwu,-13.6855183,34.5956,10,10,10,Chilimira,trade,usipa,750000,252,2976.19047619 -404494360,404494360-3-1,2024-11-06T00:00:00Z,Salima,Lifuwu,-13.6855183,34.5956,10,10,10 days,Chilimira,trade,usipa,180000,100,1800 -404494360,404494360-4-1,2024-11-06T00:00:00Z,Salima, Lifuwu ,-13.6855183,34.5956,10,10,10,Chilimira,trade,usipa,180000,80,2250 -404494360,404494360-5-1,2024-11-06T00:00:00Z,Salima,Lifuwu ,-13.6855183,34.5956,10,10,,Chilimira,Trade,Usipa,680000,175000, -405303522,405303522-1-1,2024-11-07T00:00:00Z,Salima,Lifuwu,-13.6853358,34.595658,10,9,NA days,Chilimira,trade,usipa,20000,15,1333.333333333 -405303522,405303522-2-1,2024-11-07T00:00:00Z,Salima,Lifuwu,-13.6853358,34.595658,100,9,10 days,Chilimira,trade,USIPA,250000,85,2941.176470588 -405303522,405303522-3-1,2024-11-07T00:00:00Z,Salima,Lifuwu,-13.6853358,34.595658,10,9,10,Chilimira,TRADE,usipa,280000,125,2240 -405303522,405303522-4-1,2024-11-07T00:00:00Z,Salima, Lifuwu ,-13.6853358,34.595658,10,9,10,Chilimira,trade,usipa,180000,75,2400 -405421730,405421730-NA-NA,2024-11-08T00:00:00Z,Salima, Lifuwu ,-13.6842526,34.5958022,,,,"",trad,"",,, -407829346,407829346-1-1,2024-11-13T00:00:00Z,Salima,Nguwo ,-13.7282635,34.6218506,100,9,11,Chilimira,trade,Usipa,60000,20, -407829346,407829346-2-1,2024-11-13T00:00:00Z,Salima,Nguwo,-13.7282635,34.6218506,10,,10,Chilimira,trad,USIPA,180000,45,4000 -407829346,407829346-3-1,2024-11-13T00:00:00Z,Salima, Nguwo ,-13.7282635,34.6218506,10,9 boats,10,Chilimira,trade,usipa,25000,10, -407829346,407829346-4-1,2024-11-13T00:00:00Z,Salima, Nguwo ,-13.7282635,34.6218506,100,9,10,Chilimira,trade,USIPA,195000,75,2600 -407829362,407829362-1-1,2024-11-12T00:00:00Z,Salima,Nguwo,-13.7279791,34.6219388,10,9,11,Chilimira,both,USIPA,180000,, -407829362,407829362-2-1,2024-11-12T00:00:00Z,Salima,Nguwo,-13.7279791,34.6219388,10,9,11,Chilimira,both,USIPA,150000,80,1875 -407829362,407829362-3-1,2024-11-12T00:00:00Z,Salima,Nguwo,-13.7279791,34.6219388,10,9,11,Chilimira,trade,usipa,280000,145,1931.034482759 -407829362,407829362-4-1,2024-11-12T00:00:00Z,Salima,Nguwo,-13.7279791,34.6219388,10,9,,Chilimira,TRADE,USIPA,140000,63,2222.222222222