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nabarunDG committed Jul 20, 2023
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211 changes: 106 additions & 105 deletions chemdictionary/substances_detected.csv
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Original file line number Diff line number Diff line change
@@ -1,172 +1,173 @@
substance,any,primary,trace
"fentanyl",1095,1002,92
"4-ANPP",976,741,235
"methamphetamine",620,530,90
"cocaine",495,318,177
"phenethyl 4-ANPP",447,136,311
"heroin",375,283,92
"xylazine",348,239,109
"ethyl-4-ANPP",281,59,222
"p-fluorofentanyl",239,123,116
"caffeine",236,146,90
"acetylcodeine",231,123,108
"6-monoacetylmorphine (6-MAM)",197,83,114
"acetaminophen",196,151,45
"lidocaine",141,73,68
"fentanyl",1105,1011,93
"4-ANPP",984,748,236
"methamphetamine",628,535,93
"cocaine",503,326,177
"phenethyl 4-ANPP",453,137,316
"heroin",379,286,93
"xylazine",354,244,110
"ethyl-4-ANPP",286,60,226
"p-fluorofentanyl",241,123,118
"caffeine",241,149,92
"acetylcodeine",234,126,108
"6-monoacetylmorphine (6-MAM)",200,84,116
"acetaminophen",197,151,46
"lidocaine",143,74,69
"methyl ecgonidine (MED)",140,17,123
"N-phenylpropanamide",136,33,103
"quinine",133,66,67
"N-phenylpropanamide",138,33,105
"quinine",134,66,68
"diphenhydramine",129,89,40
"despropionyl p-fluorofentanyl",127,101,26
"dimethyl sulfone (methylsulfonylmethane MSM)",84,40,44
"p-fluoro phenethyl 4-ANPP",83,26,57
"dimethyl sulfone (methylsulfonylmethane MSM)",81,38,43
"procaine",82,63,19
"tropacocaine",81,5,75
"procaine",80,62,18
"ketamine",79,61,18
"ketamine",81,63,18
"1-phenethyl-4-propionyloxypiperidine",76,10,66
"tramadol",74,30,44
"1-phenethyl-4-propionyloxypiperidine",73,10,63
"non-specific sugars",70,69,1
"3,4-MDMA",64,57,6
"1,3-Diacetin",61,45,16
"papaverine",56,8,48
"papaverine",58,9,49
"bromazolam",52,42,9
"noramidopyrine",50,29,21
"bromazolam",49,39,9
"phenethyl bromide",41,5,36
"N-propionyl norfentanyl",39,5,34
"phenacetin",39,18,21
"N-propionyl norfentanyl",38,5,33
"N,N-dimethylpentylone",36,35,1
"N-butyl-aniline",35,16,19
"norcocaine",34,1,33
"N-butyl-aniline",33,16,17
"no compounds of interest detected",33,33,0
"acetyl fentanyl",31,8,23
"levamisole",30,10,20
"meconin",30,5,25
"acetyl fentanyl",32,8,24
"meconin",32,6,26
"benzoylecgonine (BZ)",30,8,21
"levamisole",30,10,20
"ecgonine methylester (EME)",27,1,26
"delta-9-THC",25,18,7
"gabapentin",23,15,8
"noscapine",22,8,14
"1-[(2-chlorophenyl)(methylimino)methyl]cyclopentanol",22,4,18
"urea",22,16,6
"inositol",22,5,17
"1-phenyl-1-propanamine",22,18,4
"inositol",21,5,16
"noscapine",21,7,14
"hydrocotarnine",17,4,13
"morphine",17,5,12
"urea",22,16,6
"morphine",18,6,12
"hydrocotarnine",18,5,13
"non-specific organic acids",17,17,0
"phenethyl chloride",16,1,15
"alprazolam",15,14,1
"alprazolam",16,15,1
"amphetamine",15,7,8
"MDA",14,12,2
"1-phenethyl-4-hydroxypiperidine",14,0,14
"clonazolam",13,10,1
"1-phenethyl-4-hydroxypiperidine",13,0,13
"N,N-Dimethylamphetamine (DMA)",12,9,3
"menthol",12,7,5
"1-propionyl-4-anilinopiperidine",11,1,10
"N,N-dimethyltryptamine (DMT)",9,8,1
"4-Anilino-1-Boc-piperidine",9,2,7
"nicotine",9,3,6
"4-Anilino-1-Boc-piperidine",9,2,7
"niacinamide",8,2,6
"norfentanyl",8,1,7
"etizolam",7,7,0
"3-monoacetylmorphine (3-MAM)",7,2,5
"metonitazene",7,4,3
"3-monoacetylmorphine (3-MAM)",8,3,5
"codeine",8,3,5
"2-methyl-1,2,3,4-tetrahydro-b-carboline",7,5,2
"mannitol",7,4,3
"codeine",7,2,5
"metonitazene",7,4,3
"melatonin",7,0,7
"etizolam",7,7,0
"buprenorphine",6,5,1
"non-specific phthalate",6,6,0
"lysergic acid diethylamide (LSD)",6,5,0
"ecgonidine (ED)",6,1,4
"8-aminoclonazolam",6,2,4
"lysergic acid diethylamide (LSD)",6,5,0
"buprenorphine",5,4,1
"benzoic acid",5,2,3
"4-anilinopiperidine",5,1,4
"sucrose",5,3,2
"4-anilinopiperidine",5,1,4
"flualprazolam",5,4,1
"delta-8-THC",5,5,0
"4-fluoro-alpha-PHP",4,4,0
"acetanilide",4,0,4
"oxycodone",4,3,1
"cannabinol",4,2,2
"non-specific phthalate",4,4,0
"acetanilide",4,0,4
"2C-B",4,4,0
"clonazepam",3,3,0
"buspirone",3,2,1
"lactose",3,2,1
"benzocaine",3,1,2
"doxylamine",3,2,1
"oxycodone",4,3,1
"4-fluoro-alpha-PHP",4,4,0
"methadone",3,2,1
"ibuprofen",3,2,1
"benzocaine",3,1,2
"lactose",3,2,1
"erythritol",3,1,2
"buspirone",3,2,1
"non-specific sugar",3,3,0
"methadone",3,2,1
"salicylic acid",2,1,1
"N-formylmethamphetamine",2,0,2
"vitamin E acetate",2,2,0
"doxylamine",3,2,1
"2-Fluoro-2-oxo PCE",3,3,0
"clonazepam",3,3,0
"hydrocodone",2,1,1
"salicylic acid",2,1,1
"N-isopropylbenzylamine",2,1,1
"cinnamoylcocaine",2,0,2
"venlafaxine",2,2,0
"valeryl fentanyl",2,0,2
"eutylone",2,1,1
"mescaline",2,2,0
"naproxen",2,2,0
"adrafinil",2,2,0
"3,4-Methylenedioxy-α-Cyclohexylaminopropiophenone",2,1,1
"2-Fluoro-2-oxo PCE",2,2,0
"5-MeO-DMT",2,2,0
"medetomidine",2,2,0
"tetracaine",2,0,2
"aspirin",2,2,0
"trazodone",2,2,0
"promethazine",2,2,0
"vitamin E acetate",2,2,0
"ADB-BUTINACA",2,1,1
"tadalafil",2,2,0
"p-fluoroacetyl fentanyl",2,2,0
"mescaline",2,2,0
"aspirin",2,2,0
"valeryl fentanyl",2,0,2
"N-isopropylbenzylamine",2,1,1
"denatonium",2,1,1
"N-methyltryptamine",2,1,1
"quetiapine",2,0,2
"denatonium",2,1,1
"tadalafil",2,2,0
"ADB-BUTINACA",2,1,1
"5-MeO-DMT",2,2,0
"adrafinil",2,2,0
"naproxen",2,2,0
"venlafaxine",2,2,0
"medetomidine",2,2,0
"eutylone",2,1,1
"promethazine",2,2,0
"tetracaine",2,0,2
"N-formylmethamphetamine",2,0,2
"APB (isomer not determined)",1,1,0
"ephedrine/pseudoephedrine",1,0,1
"despropionyl ortho-chlorofentanyl",1,1,0
"pentobarbital",1,1,0
"bipiperidinyl 4-ANPP",1,0,1
"4-Methylmethcathinone",1,1,0
"glycerin",1,1,0
"2C-H",1,1,0
"carisoprodol",1,1,0
"fluorexetamine",1,0,1
"ortho-chlorofentanyl",1,0,1
"flubromazolam",1,0,1
"meclonazepam",1,1,0
"temazepam",1,1,0
"testosterone cypionate",1,1,0
"N-(acetyl)-thebaol",1,1,0
"ephedrine/pseudoephedrine",1,0,1
"levetiracetam",1,1,0
"oxybutynin",1,1,0
"α-Ethylaminopentiophenone",1,1,0
"N-ethylpentylone",1,0,1
"tapentadol",1,1,0
"4-Methylmethcathinone",1,1,0
"methandrostenolone",1,1,0
"fluorexetamine",1,0,1
"non-specific hydrocarbon",1,1,0
"α-Pyrrolidinoisohexanophenone",1,1,0
"ergosterol",1,1,0
"2C-H",1,1,0
"pentobarbital",1,1,0
"ortho-chlorofentanyl",1,0,1
"tiletamine",1,0,1
"p-fluoro 4-ANPP",1,0,1
"tianeptine",1,1,0
"non-specific organic acid",1,1,0
"6-APB",1,1,0
"N-benzyl para-fluoro norfentanyl",1,0,1
"cyclobenzaprine",1,0,1
"Psilocybin / Psilocin",1,1,0
"benzyl benzoate",1,1,0
"temazepam",1,1,0
"naloxone",1,1,0
"methylparaben",1,0,1
"N-methyl-cyclohexanamine",1,1,0
"meclonazepam",1,1,0
"methocarbamol",1,0,1
"N-piperidinyl etonitazene",1,1,0
"2-fluoromethamphetamine",1,1,0
"glycerin",1,1,0
"p-fluoro 4-ANPP",1,0,1
"α-Ethylaminopentiophenone",1,1,0
"sildenafil",1,1,0
"cyclobenzaprine",1,0,1
"N-benzyl para-fluoro norfentanyl",1,0,1
"α-Pyrrolidinoisohexanophenone",1,1,0
"dextromethorphan",1,0,1
"guaifenesin",1,1,0
"non-specific hydrocarbon",1,1,0
"lysergic acid amide (LSA)",1,0,1
"3,4-methylenedioxy-N-benzylcathinone (BMDP)",1,1,0
"methocarbamol",1,0,1
"non-specific organic acid",1,1,0
"2-fluoromethamphetamine",1,1,0
"methylparaben",1,0,1
"pending nitazene",1,0,1
"despropionyl ortho-chlorofentanyl",1,1,0
"lysergic acid amide (LSA)",1,0,1
"3-Methoxy-PCP",1,1,0
"tiletamine",1,0,1
"N-ethylpentylone",1,0,1
"N-(acetyl)-thebaol",1,1,0
"levetiracetam",1,1,0
"guaifenesin",1,1,0
"narceine",1,0,1
"N-piperidinyl etonitazene",1,1,0
"tapentadol",1,1,0
"tianeptine",1,1,0
"N-methyl-cyclohexanamine",1,1,0
"oxybutynin",1,1,0
"methandrostenolone",1,1,0
"benzyl benzoate",1,1,0
2 changes: 1 addition & 1 deletion datasets/analysis_dataset.csv
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Expand Up @@ -10,8 +10,8 @@ sampleid,program,location,county,state,full_state,date_collect,sampletype,collec
"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,,9,4,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,1,0,"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,"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,,5,3,0,0,0,0,0,0,0,1,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,"Santa Fe County",35.7624272,-105.9323157,"36.0039088","-105.9468664","NM | SANTA FE","35","049","35049"
"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,,7,1,0,0,0,0,0,0,0,1,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,"",,,"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,,9,5,1,1,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,1,0,1,0,0,"",,,"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,,7,1,0,0,0,0,0,0,0,1,1,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,0,1,1,0,0,0,0,0,"",,,"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,,6,6,1,1,1,1,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,1,0,0,"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,,4,2,1,1,0,0,0,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,1,0,0,0,0,1,0,0,1,0,0,"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,,7,3,1,1,0,0,0,0,1,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,0,0,0,0,0,1,0,0,"Multnomah County",45.5202471,-122.674194,"45.5202471","-122.674194","OR | MULTNOMAH","41","051","41051"
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Binary file modified datasets/analysis_dataset.dta
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Binary file modified datasets/analysis_dataset.v8xpt
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Binary file modified datasets/analysis_dataset.xlsx
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4 changes: 2 additions & 2 deletions datasets/code/Streamlit/x_strength.csv
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sensations,samples,order
"weaker",10,1
"normal",31,2
"stronger",52,3
"normal",32,2
"stronger",53,3
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