Thursday results

Big results dump here ya go

datasets/analysis_dataset.csv

@@ -4,14 +4,14 @@ sampleid,program,location,county,state,full_state,date_collect,sampletype,collec
 "196","redacted","Asheville","Buncombe County","NC","North Carolina",23Nov2022,"cotton","cotton",1,"methamphetamine",0,0,0,1,0,1,0,0,0,"",0,"",,,,,,,"normal","normal",,,,,,,,,,"","","not overdose related","not involved","",,0,01Dec2022,1,0,,1,1,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"Buncombe County",35.6009498,-82.5540161,"35.6009498","-82.5540161","NC | BUNCOMBE","37","021","37021"
 "473","redacted","Hickory","Catawba County","NC","North Carolina",01May2022,"syringe","syringe",1,"heroin; fentanyl",1,1,0,0,0,0,0,0,0,"clear",0,"powder",,,1,,,,"weird",,1,,,,,,,,,"heroin from powder","Ostensibly fentanyl. Thinks not but very weird","unknown",,"",,0,02Jun2022,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"Catawba County",35.7333312,-81.3442915,"35.7333312","-81.3442915","NC | CATAWBA","37","035","37035"
 "368","redacted","Gastonia","Gaston County","NC","North Carolina",01Aug2022,"unknown","unknown",1,"fentanyl",1,1,0,0,0,0,0,0,0,"tan",0,"powder; chunky",,,1,,,,"normal","normal",,,,,,,,,,"","different color than usual","not overdose related","not involved","",,0,14Sep2022,1,1,,15,3,1,1,1,1,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,1,1,0,1,0,0,"Catawba County",35.7333312,-81.3442915,"35.2622654","-81.1838186","NC | GASTON","37","071","37071"
-"424","redacted","Greensboro","Guilford County","NC","North Carolina",15Oct2021,"spatula","spatula",0,"heroin; fentanyl",1,1,0,0,0,0,0,0,0,"white",0,"powder",,,1,,,,"",,,,,,,,,,,"","","unknown",,"",,0,11Feb2022,1,0,,7,7,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,"Guilford County",36.0726355,-79.7919754,"36.0726355","-79.7919754","NC | GUILFORD","37","081","37081"
 "280","redacted","Greensboro","Guilford County","NC","North Carolina",20May2022,"pill","pill",0,"MDMA",0,0,0,0,0,0,0,0,1,"blue",1,"pill",,1,,,,,"",,,,,,,,,,,"","?","not overdose related","not involved","",,0,09Jun2022,1,1,,3,1,0,0,0,0,0,0,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,"Guilford County",36.0726355,-79.7919754,"36.0726355","-79.7919754","NC | GUILFORD","37","081","37081"
+"424","redacted","Greensboro","Guilford County","NC","North Carolina",15Oct2021,"spatula","spatula",0,"heroin; fentanyl",1,1,0,0,0,0,0,0,0,"white",0,"powder",,,1,,,,"",,,,,,,,,,,"","","unknown",,"",,0,11Feb2022,1,0,,7,7,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,"Guilford County",36.0726355,-79.7919754,"36.0726355","-79.7919754","NC | GUILFORD","37","081","37081"
 "437","redacted","Pitt County","Pitt County","NC","North Carolina",01Oct2022,"swab","swab",0,"unknown",0,0,0,0,0,0,0,0,0,"unknown",1,"powder",,,1,,,,"",,,,,,,,,,,"","","not overdose related","not involved","",,0,11Oct2022,1,1,,3,2,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"Pitt County",35.613224,-77.3724593,"35.611481","-77.3707461","NC | PITT","37","147","37147"
 "701","redacted","Asheboro","Randolph County","NC","North Carolina",02Nov2022,"swab","swab",1,"heroin; fentanyl",1,1,0,0,0,0,0,0,0,"white",0,"powder",,,1,,,,"normal; stronger","stronger",,,,,,,,,,"","","not overdose related","not involved","",,0,29Nov2022,1,1,,9,4,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,"Randolph County",35.7079146,-79.8136446,"35.7079146","-79.8136446","NC | RANDOLPH","37","151","37151"
 "101","redacted","Raleigh","Wake County","NC","North Carolina",15Apr2022,"unknown","unknown",1,"MDMA",0,0,0,0,0,0,0,0,1,"brown",0,"powder; chunky",,,1,,,,"weird",,1,,,,,,,,,"","","not overdose related","not involved","",,0,04Aug2022,1,1,,2,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,"Guilford County",36.0726355,-79.7919754,"35.7803977","-78.6390989","NC | WAKE","37","183","37183"
 "193","redacted","Chimayo","Santa Fe County","NM","New Mexico",18Nov2022,"spatula","spatula",1,"cocaine",0,0,0,1,0,0,1,0,0,"white",0,"powder; chunky; shiny",,,1,,,"shiny","stronger; more up; unpleasant","stronger",1,,1,,,,,,1,"","","involved in OD","Overdose reported","seizures",,0,22Nov2022,1,1,,5,3,0,0,0,0,0,0,0,1,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,"Santa Fe County",35.7624272,-105.9323157,"36.0039088","-105.9468664","NM | SANTA FE","35","049","35049"
-"299","redacted","Brooklyn","Kings County","NY","New York",14May2022,"swab; spatula","multiple methods",1,"heroin; fentanyl",1,1,0,0,0,0,0,0,0,"light gray",0,"powder",,,1,,,,"normal","normal",,,,,,,,,,"","","not overdose related","not involved","",,0,26May2022,1,1,,9,5,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,1,1,0,1,0,0,"",,,"40.6526006","-73.9497211","NY | KINGS","36","047","36047"
 "253","redacted","Brooklyn","Kings County","NY","New York",26May2022,"swab","swab",1,"crack",0,0,0,1,0,0,1,0,0,"white",0,"powder",,,1,,,,"normal","normal",,,,,,,,,,"","","not overdose related","not involved","",,0,02Jun2022,1,1,,7,1,0,0,0,0,0,0,0,1,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,"",,,"40.6526006","-73.9497211","NY | KINGS","36","047","36047"
+"299","redacted","Brooklyn","Kings County","NY","New York",14May2022,"swab; spatula","multiple methods",1,"heroin; fentanyl",1,1,0,0,0,0,0,0,0,"light gray",0,"powder",,,1,,,,"normal","normal",,,,,,,,,,"","","not overdose related","not involved","",,0,26May2022,1,1,,9,5,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,1,1,0,1,0,0,"",,,"40.6526006","-73.9497211","NY | KINGS","36","047","36047"
 "644","redacted","Galway","Saratoga County","NY","New York",30Sep2022,"swab","swab",1,"heroin; fentanyl",1,1,0,0,0,0,0,0,0,"white",0,"powder; chunky",,,1,,,,"stronger","stronger",,,,1,,,,,,"","fast acting","involved in OD","Overdose reported","fall out v quickly ear ringing after reversal 80% who used OD'd",,1,06Oct2022,1,0,,6,6,1,1,1,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,"Albany County",42.6511674,-73.75496800000001,"43.0186858","-74.0315162","NY | SARATOGA","36","091","36091"
 "340","redacted","Shirley","Suffolk County","NY","New York",07Aug2022,"cotton","cotton",1,"heroin",1,0,0,0,0,0,0,0,0,"gray; brown",0,"powder",,,1,,,,"weird",,1,,,,,,,,,"","","not overdose related","not involved","",,0,16Aug2022,1,1,,4,2,1,1,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,1,0,0,"Suffolk County",40.9465118,-73.0691257,"40.8012894","-72.8675941","NY | SUFFOLK","36","103","36103"
 "836","redacted","Portland","Multnomah County","OR","Oregon",06Nov2022,"pill","pill",1,"fentanyl",1,1,0,0,0,0,0,0,0,"blue",1,"fake pill",,1,,,,,"nice; stronger; long","stronger",,,,,1,1,,,,"","strong blues","not overdose related","not involved","",,1,14Nov2022,1,1,,7,3,1,1,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,"Multnomah County",45.5202471,-122.674194,"45.5202471","-122.674194","OR | MULTNOMAH","41","051","41051"

datasets/code/Streamlit/x_subs.csv

@@ -5,8 +5,8 @@ substance,samples,rank
 "phenethyl 4-ANPP",162,4
 "dimethyl sulfone (methylsulfonylmethane MSM)",124,5
 "p-fluorofentanyl",89,6
-"heroin",87,7
-"cocaine",87,8
+"cocaine",87,7
+"heroin",87,8
 "lidocaine",84,9
 "methamphetamine",68,10
 "caffeine",55,11
@@ -23,68 +23,68 @@ substance,samples,rank
 "procaine",22,22
 "bis(2,2,6,6-tetramethyl-4-piperidyl) sebacate",19,23
 "quinine",19,24
-"non-specific sugars",17,25
-"medetomidine",17,26
+"medetomidine",17,25
+"non-specific sugars",17,26
 "phenethyl bromide",14,27
 "bromazolam",12,28
 "despropionyl ortho-methylfentanyl",12,29
 "1-phenethyl-4-propionyloxypiperidine",11,30
 "N-butyl-aniline",11,31
 "mannitol",10,32
-"gabapentin",9,33
-"menthol",9,34
-"erythritol",7,35
-"papaverine",7,36
+"menthol",9,33
+"gabapentin",9,34
+"papaverine",7,35
+"erythritol",7,36
 "ortho-methylfentanyl",7,37
 "methyl ecgonidine (MED)",6,38
-"4-anilinopiperidine",5,39
+"N-phenethyl-N-phenylpropionamide",5,39
 "N-propionyl norfentanyl",5,40
 "ketamine",5,41
-"1-phenyl-1-propanamine",5,42
-"N-phenethyl-N-phenylpropionamide",5,43
-"2-Fluoro-2-oxo PCE",4,44
-"tiletamine",4,45
-"non-specific sugar",4,46
-"benzocaine",4,47
-"metonitazene",4,48
-"phenacetin",4,49
+"4-anilinopiperidine",5,42
+"1-phenyl-1-propanamine",5,43
+"metonitazene",4,44
+"phenacetin",4,45
+"tiletamine",4,46
+"2-Fluoro-2-oxo PCE",4,47
+"non-specific sugar",4,48
+"benzocaine",4,49
 "acetyl fentanyl",3,50
-"tropacocaine",3,51
-"meconin",3,52
+"hydrocotarnine",3,51
+"xylitol",3,52
 "melatonin",3,53
-"hydrocotarnine",3,54
-"xylitol",3,55
-"valeryl fentanyl",2,56
-"4-Anilino-1-Boc-piperidine",2,57
-"benzoylecgonine (BZ)",2,58
-"non-specific phthalate",2,59
-"benzyl benzoate",2,60
-"tetracaine",2,61
-"levamisole",2,62
-"urea",2,63
-"1-propionyl-4-anilinopiperidine",2,64
-"inositol",2,65
-"sucrose",2,66
-"noscapine",2,67
-"phenethyl chloride",2,68
-"ortho-chlorofentanyl",2,69
-"delta-9-THC",2,70
-"N,N-dimethylpentylone",2,71
-"eutylone",1,72
-"PMK ethyl glycidate",1,73
-"p-fluoroacetyl fentanyl",1,74
-"norcocaine",1,75
-"ibuprofen",1,76
-"non-specific organic acids",1,77
-"N-cyclohexyl butylone",1,78
-"niacinamide",1,79
-"methylparaben",1,80
-"ecgonine methylester (EME)",1,81
-"protonitazene",1,82
-"flualprazolam",1,83
-"1-phenethyl-4-hydroxypiperidine",1,84
-"benzoic acid",1,85
+"meconin",3,54
+"tropacocaine",3,55
+"noscapine",2,56
+"sucrose",2,57
+"valeryl fentanyl",2,58
+"4-Anilino-1-Boc-piperidine",2,59
+"levamisole",2,60
+"1-propionyl-4-anilinopiperidine",2,61
+"delta-9-THC",2,62
+"benzyl benzoate",2,63
+"ortho-chlorofentanyl",2,64
+"benzoylecgonine (BZ)",2,65
+"urea",2,66
+"N,N-dimethylpentylone",2,67
+"inositol",2,68
+"tetracaine",2,69
+"phenethyl chloride",2,70
+"non-specific phthalate",2,71
+"non-specific organic acids",1,72
+"norcocaine",1,73
+"eutylone",1,74
+"benzoic acid",1,75
+"nicotine",1,76
+"lactose",1,77
+"methylparaben",1,78
+"1-phenethyl-4-hydroxypiperidine",1,79
+"ibuprofen",1,80
+"protonitazene",1,81
+"N-cyclohexyl butylone",1,82
+"1,4-Butanediol",1,83
+"PMK ethyl glycidate",1,84
+"ecgonine methylester (EME)",1,85
 "naproxen",1,86
-"1,4-Butanediol",1,87
-"nicotine",1,88
-"lactose",1,89
+"p-fluoroacetyl fentanyl",1,87
+"flualprazolam",1,88
+"niacinamide",1,89