Progress on CH4 notebooks from yesterday an this mornign

datasets/doctors.csv

@@ -1,157 +1,157 @@
 permit,name,loc,work,age,exp,hours,caf,alc,weed,exrc,score
-93273,Robert Snyder,rur,cli,26,2,21,2,0,5.0,0.0,67
-90852,David Barnett,rur,hos,43,11,74,26,20,0.0,4.5,32
-92744,Wesley Sanchez,rur,hos,30,1,63,25,1,0.0,7.0,69
-73553,Anna Griffin,rur,cli,53,23,77,36,4,0.0,2.0,70
-82441,Tiffany Richard,urb,cli,26,3,36,22,9,0.0,7.5,50
-44976,Mark Hodge,rur,cli,32,3,47,0,13,1.0,4.5,54
-25122,Robert Burnett,urb,eld,32,3,39,14,20,0.0,11.5,38
-69757,Colleen Rojas,urb,hos,60,35,42,23,0,0.0,13.5,97
-72331,Tyler Carrillo,urb,cli,54,28,39,23,0,1.0,9.5,85
-46138,Tommy Colon,urb,cli,42,14,27,11,25,0.0,0.5,27
-86222,Vincent Martin,urb,cli,55,31,64,30,0,0.0,0.0,66
-71976,Linda Johnson,rur,cli,32,6,28,14,30,0.0,7.0,32
-64709,Emily Jones,urb,cli,48,21,54,28,0,0.5,7.5,77
-34988,Brandon Hayes,urb,eld,57,23,43,25,16,0.0,4.5,47
-91878,Thomas Cruz,urb,cli,53,23,52,19,22,0.0,1.5,29
-23962,Aaron Mann,rur,hos,54,29,48,11,23,0.0,2.5,34
-49002,Tyler Christensen,urb,cli,41,11,47,16,20,0.5,3.5,24
-96606,Laura Ramirez,urb,hos,56,28,51,9,9,0.0,0.0,44
-36932,Emily Thomas,urb,cli,28,4,56,11,13,0.0,12.0,54
-85843,Sharon Montes,urb,hos,44,12,62,22,24,1.0,0.0,8
-27251,David Ford,urb,cli,44,11,60,28,6,2.5,15.5,71
-92816,Kyle Robinson,urb,hos,47,19,42,0,5,1.0,0.0,51
-30153,Richard Blackburn,urb,hos,51,23,60,13,0,0.0,18.0,90
-68023,Diane Meza,urb,cli,54,20,43,22,18,0.0,0.0,35
-69643,Kristen Powell,urb,cli,60,31,43,15,14,0.0,2.5,47
-82329,Erica Martin,urb,cli,53,22,40,18,19,0.0,0.0,34
-58215,Evan Martin,urb,cli,60,28,52,23,21,2.0,0.0,24
-90341,Michael Sanchez,rur,eld,54,29,64,24,0,2.0,0.5,71
-77724,Marie Pittman,urb,cli,47,17,30,14,25,0.0,0.0,11
-69712,Amy Shaffer,rur,cli,32,4,60,27,5,4.5,0.0,53
-58150,Jason Massey,urb,cli,42,13,64,24,4,0.0,0.0,52
-38477,Susan Dixon,rur,eld,63,35,58,19,23,2.0,1.5,38
-31786,Jennifer Peterson,urb,cli,39,5,45,0,11,0.0,1.5,43
-28297,Karen Gomez,urb,cli,48,17,78,21,0,0.0,0.0,58
-59647,Jennifer David,urb,cli,54,28,59,16,0,3.5,10.0,78
-45877,Jennifer Mckay,urb,cli,38,11,31,7,6,0.0,0.5,48
-74619,Jasmine Lynch,rur,cli,47,14,56,26,42,0.0,2.5,2
-58188,Amanda Young,urb,hos,52,28,58,30,3,0.0,3.5,65
-51817,Louis Ellis,rur,hos,48,22,36,0,19,0.0,0.0,42
-57496,Greg Hartman,rur,cli,28,4,32,0,44,3.0,17.0,26
-91826,Cody Harris,urb,hos,47,14,43,9,18,0.0,5.0,37
-77006,Emily Rogers,rur,hos,62,31,39,17,6,0.0,4.5,68
-52791,Andrew Frye,rur,hos,33,1,51,14,21,3.0,17.0,53
-38127,David Young,urb,hos,61,32,79,32,2,0.0,4.5,64
-23490,Scott Brown,rur,cli,26,4,44,18,0,0.0,0.0,67
-52712,Karen Woods,rur,cli,29,3,61,23,12,0.0,0.5,48
-22509,Sonia Martin,urb,cli,29,3,44,14,29,1.5,1.5,5
-21724,Colin Graves,urb,hos,54,27,62,30,14,0.0,3.0,43
-82225,Sean Bradley,rur,cli,41,7,36,7,3,0.0,1.0,66
-72898,Tamara Sandoval MD,urb,cli,58,32,50,20,33,0.0,6.0,14
-31708,Michael Ryan,urb,cli,28,3,26,13,13,0.5,8.0,49
-88368,Brianna Rodriguez,urb,cli,64,33,41,20,4,0.0,5.0,74
-82778,Dr. Alexander Mccormick,rur,cli,40,15,46,0,19,2.5,0.0,32
-41637,Gabriel Armstrong,rur,cli,45,17,39,15,5,0.0,8.5,85
-58029,Cassie Pena,urb,hos,51,21,44,15,2,0.0,7.5,68
-28012,Erica Mcfarland,urb,cli,54,25,35,8,11,0.0,9.5,63
-84635,Sara Spencer,urb,eld,27,3,49,0,12,0.0,6.0,50
-49466,Alexis Washington,urb,cli,49,15,55,10,22,0.0,19.0,60
-37537,Dr. Amber Levine MD,urb,eld,28,3,20,13,11,0.0,0.0,43
-46505,Christopher Clark,urb,hos,27,1,54,28,20,0.0,3.5,20
-54389,Sara Cox,urb,hos,36,2,41,13,23,2.0,9.0,31
-36339,Kayla Thompson,rur,cli,29,4,42,22,5,0.0,4.5,68
-45284,Robert Gibson,rur,hos,38,11,41,24,9,0.0,0.0,51
-92056,Elizabeth Garcia,urb,cli,47,15,40,9,9,0.0,8.0,66
-38752,Penny Archer,urb,eld,58,31,57,0,9,3.5,5.5,58
-83651,Seth Gonzalez,urb,hos,30,1,54,0,4,2.0,9.5,62
-90731,Marisa Ramirez,rur,cli,41,8,48,0,0,0.5,10.5,90
-41383,Joseph Estrada,rur,cli,61,31,45,11,2,0.0,12.5,100
-53297,Dr. Dalton Bennett Jr.,rur,cli,40,8,55,16,21,1.5,3.5,34
-25518,Robert Pope,rur,hos,42,10,34,21,7,2.5,4.0,68
-27849,Jennifer Nichols,urb,eld,61,28,45,0,0,0.0,8.0,87
-81799,Anthony Fitzgerald,urb,cli,58,27,46,11,11,0.0,8.5,60
-25497,Paul Valenzuela,rur,cli,30,1,50,15,8,0.0,5.0,63
-67476,Eric Martinez,urb,eld,58,25,50,23,29,0.0,8.0,35
-73999,Tracy Douglas,urb,cli,43,10,62,0,13,0.0,0.0,33
-59400,Jamie Weber,urb,hos,54,24,62,16,0,0.0,7.0,70
-40072,Christine Young,urb,cli,42,17,45,22,21,0.0,6.5,37
-62589,Eric Porter,urb,cli,63,32,35,10,0,0.0,4.5,82
-56041,Brittany Carter,rur,eld,63,39,31,17,20,0.0,3.5,68
-72162,Lauren Davis,rur,cli,52,26,50,11,15,0.5,10.0,67
-82606,Mario Salas,urb,eld,52,26,42,10,18,0.0,7.5,52
-28686,Christian Garza,rur,hos,35,2,39,16,7,0.0,3.0,55
-40042,Amanda Turner,urb,cli,35,2,23,18,0,2.0,3.5,67
-56061,Gabrielle Williams,urb,eld,55,31,42,8,14,6.5,1.0,39
-69964,Melanie Young,urb,cli,36,3,56,0,5,0.0,0.0,44
-61151,Devin Matthews,urb,eld,50,23,40,17,11,0.0,0.0,46
-81568,Yesenia Smith,urb,cli,31,5,36,0,14,0.0,16.5,73
-37891,Robin Taylor,urb,cli,48,17,61,27,3,0.0,7.0,64
-79952,Thomas Burton,urb,hos,32,8,48,25,18,0.0,5.5,26
-47810,Colleen Brennan,urb,cli,42,10,62,21,11,0.0,18.5,70
-78638,Julie Smith,urb,eld,26,2,45,9,18,5.0,19.0,53
-67789,Rebecca Colon,rur,cli,38,4,42,21,23,0.0,8.0,44
-91734,Michaela Anderson,urb,hos,61,31,62,20,6,0.0,0.0,55
-51465,Steven Fowler,urb,hos,47,18,58,15,12,0.0,0.5,34
-67967,Melissa Lee,urb,cli,43,11,31,16,13,1.0,8.0,53
-93375,Tammy Macdonald,urb,eld,64,40,52,10,30,0.0,0.0,19
-36968,Christopher Duncan,urb,cli,52,25,52,12,9,0.0,11.5,72
-82141,Samuel Shea,urb,hos,60,33,77,26,20,2.0,2.0,34
-27900,Lucas Potts,urb,cli,33,4,36,17,19,0.0,7.5,35
-94460,Margaret Keith,urb,cli,47,23,62,17,8,0.0,0.0,46
-69845,Shelley Johnson,urb,hos,43,13,71,19,17,0.0,9.5,42
-52169,Sandra Mendoza,urb,cli,26,1,33,0,4,0.5,0.0,49
-99299,Stephen Vazquez,urb,hos,26,2,68,16,14,1.5,7.5,43
-91023,Andrew Vincent,urb,cli,28,3,64,20,24,0.0,6.5,23
-67122,Max Hamilton,urb,cli,59,33,31,10,0,0.0,3.5,75
-82651,Brittany Foley,urb,cli,54,30,45,0,24,0.5,0.0,26
-50343,Lisa Ward,rur,hos,58,25,51,0,1,0.0,10.0,86
-55808,Jason Williams,urb,hos,62,35,41,12,10,0.0,0.5,55
-69365,Jason Gibson,rur,hos,54,29,26,12,13,0.0,4.5,71
-28381,Shannon Thompson,urb,hos,30,1,57,0,19,0.0,7.0,30
-81529,Julie Avila,urb,cli,30,4,48,14,23,0.0,14.0,37
-35291,George Mills,urb,cli,42,17,36,7,9,0.0,8.5,63
-75684,Anna Dunn,urb,cli,61,27,35,17,0,0.0,4.5,74
-36293,Madison Rhodes,urb,cli,54,23,47,0,10,0.0,2.5,52
-32818,Jesse Patterson,urb,eld,34,9,38,14,7,1.0,8.0,67
-20635,Katie Mccall,urb,hos,31,7,49,27,20,2.5,5.0,27
-27562,Wesley Smith,rur,cli,45,13,56,17,33,0.0,14.5,42
-76552,Dennis Stone,urb,eld,26,2,37,10,2,0.5,4.5,54
-91390,Monique Hampton,urb,eld,37,13,43,24,7,0.0,6.5,65
-61105,Anna Parrish,urb,eld,27,3,51,26,18,0.0,4.5,29
-91963,Timothy Lucas,urb,cli,48,22,39,17,1,0.0,7.0,80
-36472,Jason Reilly,urb,eld,50,25,21,5,0,0.0,1.0,70
-21973,Julia Rubio,urb,eld,29,3,55,28,17,0.0,0.0,26
-50763,Cynthia Green,urb,cli,28,4,55,0,18,0.0,0.0,17
-76548,Jennifer Brock,urb,cli,46,19,61,18,22,1.5,4.0,28
-87456,Curtis Bailey,rur,hos,48,24,60,12,3,0.0,0.0,65
-81357,Tiffany Harris,rur,cli,26,1,34,9,0,0.0,2.5,70
-93763,Randy Chavez,urb,cli,49,24,36,9,20,0.0,0.0,33
-46171,Karen Allen,rur,hos,54,22,48,13,0,2.0,0.0,66
-66415,Daniel Swanson,urb,cli,45,15,59,22,15,0.0,4.0,45
-86123,Brandon Lester,rur,cli,48,16,58,14,0,0.0,9.0,93
-37964,Amy Mclaughlin,rur,cli,51,19,32,0,16,10.5,8.5,55
-62358,Brian Wiley,rur,cli,37,3,38,0,16,0.5,4.0,44
-80351,Christopher Moore,urb,hos,56,30,66,0,18,0.0,9.0,50
-84774,Blake Fowler,urb,cli,38,14,20,3,25,0.0,7.0,30
-33125,Lisa Walker,urb,cli,28,2,58,22,20,0.0,0.0,12
-44363,Cassandra Obrien,rur,cli,53,26,46,12,8,0.0,8.5,77
-57311,Aaron Hanson,rur,eld,40,12,53,0,0,0.0,7.0,83
-84082,Jason Newman,rur,eld,55,27,71,25,15,2.0,0.0,45
-94996,Sandra Marsh,urb,hos,56,30,57,0,0,0.0,4.5,76
-58281,Martin Harmon MD,urb,cli,26,3,38,21,0,0.0,1.5,60
-61171,Roy Parsons,rur,cli,30,3,44,10,15,1.0,3.5,46
-26529,Ashlee Bowman,urb,cli,42,12,30,11,0,2.5,8.0,81
-67813,Ronald Curry,urb,hos,27,3,61,24,6,0.0,7.0,49
-28781,Abigail Erickson,urb,cli,56,32,50,9,19,0.0,8.0,51
-20255,Vanessa Williamson,urb,hos,35,7,43,21,10,2.5,9.5,48
-71734,William Bray,urb,hos,51,22,46,11,9,0.0,0.0,50
-20329,Anna Burke,urb,cli,37,5,53,13,0,0.0,6.0,61
-59631,Melinda Johnson,rur,eld,30,5,76,21,16,0.0,3.0,36
-67064,Amy Pham,urb,cli,64,36,45,18,0,0.0,11.0,91
-80424,Angela Little,urb,cli,42,18,36,7,19,0.0,3.0,44
-21818,Lauren Lloyd,urb,eld,55,31,53,23,6,0.5,5.5,69
-43848,Jessica Mendez,urb,eld,41,15,71,17,19,0.0,9.5,45
-97000,Zachary Cook,rur,cli,45,19,21,17,14,0.5,13.0,73
-58096,Cole Ali,urb,hos,59,35,49,11,9,2.0,15.5,86
-73016,Cassandra Barrett,urb,cli,46,12,37,5,0,0.0,10.0,84
+93273,Robert Snyder,rur,hos,26,2,21,2,0,5.0,0.0,63
+90852,David Barnett,urb,cli,43,11,74,26,20,0.0,4.5,16
+92744,Wesley Sanchez,urb,hos,30,1,63,25,1,0.0,7.0,58
+73553,Anna Griffin,urb,eld,53,23,77,36,4,0.0,2.0,55
+82441,Tiffany Richard,rur,cli,26,3,36,22,9,0.0,7.5,47
+44976,Mark Hodge,urb,cli,32,3,47,0,13,1.0,4.5,42
+25122,Robert Burnett,urb,hos,32,3,39,14,20,0.0,11.5,34
+69757,Colleen Rojas,rur,cli,60,35,42,23,0,0.0,13.5,97
+72331,Tyler Carrillo,urb,cli,54,28,39,23,0,1.0,9.5,77
+46138,Tommy Colon,urb,hos,42,14,27,11,25,0.0,0.5,28
+86222,Vincent Martin,urb,cli,55,31,64,30,0,0.0,0.0,58
+71976,Linda Johnson,rur,cli,32,6,28,14,30,0.0,7.0,22
+64709,Emily Jones,urb,eld,48,21,54,28,0,0.5,7.5,72
+34988,Brandon Hayes,urb,hos,57,23,43,25,16,0.0,4.5,43
+91878,Thomas Cruz,rur,cli,53,23,52,19,22,0.0,1.5,28
+23962,Aaron Mann,urb,cli,54,29,48,11,23,0.0,2.5,21
+49002,Tyler Christensen,urb,cli,41,11,47,16,20,0.5,3.5,17
+96606,Laura Ramirez,rur,cli,56,28,51,9,9,0.0,0.0,48
+36932,Emily Thomas,rur,hos,28,4,56,11,13,0.0,12.0,57
+85843,Sharon Montes,urb,cli,44,12,62,22,24,1.0,0.0,5
+27251,David Ford,urb,eld,44,11,60,28,6,2.5,15.5,64
+92816,Kyle Robinson,urb,hos,47,19,42,0,5,1.0,0.0,55
+30153,Richard Blackburn,urb,cli,51,23,60,13,0,0.0,18.0,85
+68023,Diane Meza,urb,eld,54,20,43,22,18,0.0,0.0,32
+69643,Kristen Powell,rur,hos,60,31,43,15,14,0.0,2.5,49
+82329,Erica Martin,urb,eld,53,22,40,18,19,0.0,0.0,32
+58215,Evan Martin,urb,hos,60,28,52,23,21,2.0,0.0,20
+90341,Michael Sanchez,urb,cli,54,29,64,24,0,2.0,0.5,53
+77724,Marie Pittman,urb,hos,47,17,30,14,25,0.0,0.0,7
+69712,Amy Shaffer,urb,eld,32,4,60,27,5,4.5,0.0,39
+58150,Jason Massey,urb,eld,42,13,64,24,4,0.0,0.0,49
+38477,Susan Dixon,urb,hos,63,35,58,19,23,2.0,1.5,24
+31786,Jennifer Peterson,urb,hos,39,5,45,0,11,0.0,1.5,45
+28297,Karen Gomez,rur,hos,48,17,78,21,0,0.0,0.0,61
+59647,Jennifer David,rur,eld,54,28,59,16,0,3.5,10.0,78
+45877,Jennifer Mckay,urb,cli,38,11,31,7,6,0.0,0.5,43
+74619,Jasmine Lynch,urb,cli,47,14,56,26,42,0.0,2.5,4
+58188,Amanda Young,urb,cli,52,28,58,30,3,0.0,3.5,60
+51817,Louis Ellis,rur,cli,48,22,36,0,19,0.0,0.0,39
+57496,Greg Hartman,urb,eld,28,4,32,0,44,3.0,17.0,17
+91826,Cody Harris,rur,cli,47,14,43,9,18,0.0,5.0,41
+77006,Emily Rogers,urb,hos,62,31,39,17,6,0.0,4.5,57
+52791,Andrew Frye,urb,hos,33,1,51,14,21,3.0,17.0,42
+38127,David Young,urb,hos,61,32,79,32,2,0.0,4.5,61
+23490,Scott Brown,urb,hos,26,4,44,18,0,0.0,0.0,55
+52712,Karen Woods,rur,cli,29,3,61,23,12,0.0,0.5,38
+22509,Sonia Martin,rur,cli,29,3,44,14,29,1.5,1.5,5
+21724,Colin Graves,urb,cli,54,27,62,30,14,0.0,3.0,37
+82225,Sean Bradley,urb,cli,41,7,36,7,3,0.0,1.0,53
+72898,Tamara Sandoval MD,urb,hos,58,32,50,20,33,0.0,6.0,10
+31708,Michael Ryan,rur,eld,28,3,26,13,13,0.5,8.0,51
+88368,Brianna Rodriguez,urb,hos,64,33,41,20,4,0.0,5.0,71
+82778,Dr. Alexander Mccormick,urb,cli,40,15,46,0,19,2.5,0.0,19
+41637,Gabriel Armstrong,urb,hos,45,17,39,15,5,0.0,8.5,74
+58029,Cassie Pena,urb,hos,51,21,44,15,2,0.0,7.5,67
+28012,Erica Mcfarland,urb,cli,54,25,35,8,11,0.0,9.5,57
+84635,Sara Spencer,urb,cli,27,3,49,0,12,0.0,6.0,48
+49466,Alexis Washington,urb,cli,49,15,55,10,22,0.0,19.0,55
+37537,Dr. Amber Levine MD,urb,cli,28,3,20,13,11,0.0,0.0,38
+46505,Christopher Clark,rur,cli,27,1,54,28,20,0.0,3.5,20
+54389,Sara Cox,rur,cli,36,2,41,13,23,2.0,9.0,35
+36339,Kayla Thompson,urb,hos,29,4,42,22,5,0.0,4.5,56
+45284,Robert Gibson,urb,eld,38,11,41,24,9,0.0,0.0,40
+92056,Elizabeth Garcia,urb,cli,47,15,40,9,9,0.0,8.0,62
+38752,Penny Archer,urb,cli,58,31,57,0,9,3.5,5.5,55
+83651,Seth Gonzalez,urb,hos,30,1,54,0,4,2.0,9.5,66
+90731,Marisa Ramirez,urb,hos,41,8,48,0,0,0.5,10.5,81
+41383,Joseph Estrada,urb,cli,61,31,45,11,2,0.0,12.5,84
+53297,Dr. Dalton Bennett Jr.,urb,cli,40,8,55,16,21,1.5,3.5,19
+25518,Robert Pope,urb,cli,42,10,34,21,7,2.5,4.0,55
+27849,Jennifer Nichols,urb,cli,61,28,45,0,0,0.0,8.0,84
+81799,Anthony Fitzgerald,urb,hos,58,27,46,11,11,0.0,8.5,58
+25497,Paul Valenzuela,rur,eld,30,1,50,15,8,0.0,5.0,56
+67476,Eric Martinez,rur,cli,58,25,50,23,29,0.0,8.0,33
+73999,Tracy Douglas,urb,hos,43,10,62,0,13,0.0,0.0,35
+59400,Jamie Weber,urb,hos,54,24,62,16,0,0.0,7.0,69
+40072,Christine Young,urb,eld,42,17,45,22,21,0.0,6.5,33
+62589,Eric Porter,rur,cli,63,32,35,10,0,0.0,4.5,83
+56041,Brittany Carter,urb,hos,63,39,31,17,20,0.0,3.5,58
+72162,Lauren Davis,urb,eld,52,26,50,11,15,0.5,10.0,55
+82606,Mario Salas,rur,cli,52,26,42,10,18,0.0,7.5,52
+28686,Christian Garza,rur,hos,35,2,39,16,7,0.0,3.0,51
+40042,Amanda Turner,urb,cli,35,2,23,18,0,2.0,3.5,62
+56061,Gabrielle Williams,urb,hos,55,31,42,8,14,6.5,1.0,37
+69964,Melanie Young,urb,cli,36,3,56,0,5,0.0,0.0,41
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+73016,Cassandra Barrett,urb,cli,46,12,37,5,0,0.0,10.0,81

intro.md

@@ -87,7 +87,7 @@ Check on the links below to learn more about the book:
 
 - [Concept map](https://minireference.com/static/excerpts/noBSstats/conceptmaps/BookSubjectsOverview.pdf) from the book
 - [Detailed book outline](https://docs.google.com/document/d/1fwep23-95U-w1QMPU31nOvUnUXE2X3s_Dbk5JuLlKAY/edit#) (continuously updated)
-- The target release date (digital pre-orders) is Sept 2023.
+- The target release date (digital pre-orders) is May 2024.
   Subscribe to the [mailing list](https://confirmsubscription.com/h/t/A17516BF2FCB41B2)
   for progress updates on the book.