Add V2

README.md

@@ -1,2 +1,9 @@
 # fake_railroad_company
-This is toy data I created about an imaginary railroad company
+This is toy data I created about an imaginary railroad company.
+
+# V1
+This is the first version of the data that I generated.
+
+# V2
+I tweaked some of the weights I used to calculate the satisfaction score.
+

v2/customers.csv

@@ -0,0 +1,301 @@
+name,birthday,gender,is_married,children,membership_start,age,passenger_id
+Eric Parker,1975-07-15,male,False,2,2004-02-25,48,1
+Matthew Ward,1995-12-26,male,True,1,,28,2
+Samuel Chowdhury,1988-12-01,male,True,3,,35,3
+Blake Watson,1970-08-23,male,False,2,,53,4
+Darin Greig,1994-05-07,male,False,1,2021-01-02,29,5
+Himmat O'Dowd,1956-09-11,male,True,2,,67,6
+Diane York,1983-12-05,female,True,6,,40,7
+Leanne Day,1980-09-25,female,True,2,,43,8
+Lakshay Shah,1999-05-03,female,False,0,,24,9
+Amanda Tianvarich,1966-11-28,female,True,4,,57,10
+Ira Berry,1982-04-24,male,True,1,1998-07-16,41,11
+Kyle Ramirez,1943-03-10,male,True,3,1979-03-02,80,12
+Wesley Chan,1980-07-10,male,False,3,,43,13
+Melanie Ortiz,1978-08-08,female,True,1,,45,14
+Erica Garcia,2010-01-10,female,False,0,,14,15
+Thomas Robbins,2010-01-04,male,False,0,,14,16
+Amber Hernandez,1995-04-26,female,False,2,2018-11-27,28,17
+Leah Rivera,1970-04-24,female,False,1,,53,18
+Emily Harper,1929-09-03,female,False,1,,94,19
+Danny Moloney,1949-10-03,male,False,0,,74,20
+Joshua Taylor,1978-05-24,male,True,5,,45,21
+Sarah Hancock,1983-03-23,female,True,2,,40,22
+Evelyn Anderson,1992-02-23,female,True,3,,31,23
+Helen Naylor,1951-10-26,female,True,4,,72,24
+Luke Keer,1975-03-20,male,True,4,2012-04-11,48,25
+Breanna Buttimer,2007-12-25,female,False,0,,16,26
+Ashley Owens,1948-06-01,female,True,1,,75,27
+Suzanne Brown,1981-02-03,female,True,0,,42,28
+Annie Baker,1974-06-30,female,True,3,1991-04-26,49,29
+Kara Rogers,2007-09-23,female,False,0,,16,30
+Kunaporn Richard,1957-07-25,female,False,2,,66,31
+Dhanuk Fleming,1994-08-26,female,True,2,,29,32
+Ian Fleming,1980-10-09,male,True,3,2018-03-08,43,33
+Terry Turner,2015-09-28,male,False,0,,8,34
+Abbie Ford,1956-11-18,female,False,2,,67,35
+Cormac Wall,1992-11-07,male,False,0,,31,36
+Derek Armstrong,1953-01-09,male,False,3,,71,37
+Sophie Sorattanachai,1960-06-30,female,True,1,2017-12-17,63,38
+Stephen Fenton,2021-05-25,male,False,0,,2,39
+Eric Carter,2014-06-19,male,False,0,,9,40
+Zachary Srivastava,1959-05-21,male,False,0,2006-02-08,64,41
+Russell Lyons,2010-02-21,male,False,0,,13,42
+Jonathan Phusilarungrueng,1999-10-05,male,False,0,,24,43
+Nichakarn Reid,1973-08-28,male,True,3,1995-10-07,50,44
+Sam Cortez,1983-04-03,male,False,2,,40,45
+Amanda Curry,2015-10-13,female,False,0,,8,46
+Darcy Turongkinanon,2009-07-10,female,False,0,,14,47
+Kaitlyn Fitzmaurice,1972-06-10,female,True,2,,51,48
+Renee Mitchell,1969-02-20,female,True,1,,54,49
+Alexis King,1941-04-02,female,True,5,,82,50
+Hunar Crawford,1950-03-29,male,True,2,,73,51
+Ela Suraprasert,1967-07-15,female,True,2,,56,52
+Chawin Young,1967-04-28,male,True,4,,56,53
+Victoria Pongpanitch,2005-01-25,female,False,1,2022-04-18,19,54
+Holly MacDougall,1986-12-07,female,True,3,,37,55
+Megan Rios,1986-09-26,female,True,4,2006-08-14,37,56
+Raunak Wood,1966-06-29,female,False,1,,57,57
+Amanda Smith,1946-03-06,female,True,8,,77,58
+Patchaploy Som,1994-01-24,male,False,0,,30,59
+Jordan Bary,1964-12-21,female,False,0,,59,60
+Helen Bruce,1997-09-26,female,True,1,,26,61
+Misha Ahmed,1957-11-21,male,True,4,,66,62
+Indranil Stone,1947-12-27,female,False,1,,76,63
+Russell Baker,1950-07-04,male,True,1,1995-02-19,73,64
+Adah Ahuja,2018-01-22,female,False,0,,6,65
+Steven Hood,1938-09-03,male,True,4,2002-04-25,85,66
+Shannon Tianvarich,1964-01-21,female,True,3,2010-04-12,60,67
+Cynthia Hogan,1983-06-18,female,False,0,,40,68
+Kelly Butler,1954-01-24,female,False,1,,70,69
+Chalisa Anderson,1950-10-05,female,True,3,,73,70
+Donald Johnson,1965-07-21,male,True,6,,58,71
+Chad Nelson,1969-12-24,male,True,1,,54,72
+Elizabeth Choudhury,2012-02-12,female,False,0,,11,73
+Michael Robertson,1994-10-12,male,False,0,,29,74
+Alicia Sha,1993-02-24,female,False,1,2021-06-24,30,75
+Natasha Hernandez,1996-05-27,female,False,1,,27,76
+Sara Chowitunkit,2012-10-04,female,False,0,,11,77
+Hayley Apte,2012-06-16,female,False,0,,11,78
+Richard McCaughan,1984-02-14,male,True,2,,39,79
+Patcharaporn Young,1977-04-26,female,False,0,2002-12-13,46,80
+Jennifer Rau,2010-06-10,female,False,0,,13,81
+Geoffrey Ritchie,2015-12-01,male,False,0,,8,82
+Inaaya  Barrett,1978-07-02,female,True,1,,45,83
+Peem Adams,1998-02-06,female,False,1,,25,84
+Jacob Franklin,1991-07-16,male,False,0,,32,85
+Mohammad Vincent,1967-03-16,male,True,1,,56,86
+Rebecca Shetty,1979-10-28,female,False,1,,44,87
+Paula Habpanom,1987-01-07,female,True,2,,37,88
+Hunar Taneja,2007-02-09,female,False,0,,16,89
+Renee Williams,1956-02-29,female,False,2,2012-11-07,67,90
+Jeremiah Mitchell,2018-05-17,male,False,0,,5,91
+Meagan Miller,1997-01-23,female,False,0,2020-02-24,27,92
+Shannon Collins,1978-07-01,female,True,3,,45,93
+Lakshit Waters,2010-06-08,female,False,0,,13,94
+Patrick Nunez,1943-05-25,male,False,1,,80,95
+Kevin Mac Breen,2018-05-23,male,False,0,,5,96
+Ira Flynn,2015-10-29,male,False,0,,8,97
+Nathan Johnson,1998-08-10,male,True,1,,25,98
+Lakshay Thomas,2004-05-08,female,False,0,,19,99
+Laurie Brown,1950-07-17,female,True,1,,73,100
+Jose Payne,2007-11-17,male,False,0,,16,101
+Kayla Raja,1985-07-07,female,True,4,,38,102
+Jonathan Delgado,1939-02-23,male,True,1,,84,103
+Leon Sekhon,1990-01-05,male,False,4,,34,104
+Michael Phillips,1952-04-29,male,True,2,,71,105
+Daniel Gade,2014-01-17,male,False,0,,10,106
+Darryl Robinson,2005-02-26,male,False,0,,18,107
+Phubes Hanson,1978-10-27,female,False,2,,45,108
+Peter McKay,2004-02-10,male,False,0,2022-02-21,19,109
+Crystal Huddleston,1969-06-09,female,True,2,,54,110
+Matthew Pongpanitch,2010-12-09,male,False,0,,13,111
+Amy Graves,1996-08-23,female,False,2,2012-03-05,27,112
+Jonathan Wood,1979-06-12,male,False,1,2008-10-09,44,113
+Anthony Sparks,2010-02-20,male,False,0,,13,114
+Cole Atwal,1969-07-21,male,True,1,,54,115
+Vaibhav Mcdowell,2010-08-13,male,False,0,,13,116
+Kartik Owen,1967-04-03,male,True,7,1991-05-30,56,117
+Rhys Smith,1997-05-18,male,False,0,,26,118
+William Bennett,1985-07-22,male,False,3,,38,119
+Miraan Mandal,1927-09-27,male,True,1,,96,120
+Frank Hayden,1956-03-07,male,True,1,,67,121
+Liam Craig,1996-10-19,male,False,1,,27,122
+Denise Taylor,1967-06-26,female,True,5,1994-07-12,56,123
+Michael Dominguez,1972-03-31,male,True,4,,51,124
+Graeme Hill,1955-04-06,male,True,1,,68,125
+Ashley Lewis,1944-02-21,female,True,1,,79,126
+Dorothy Evans,1986-10-13,female,True,1,2018-03-04,37,127
+Pamela Sangha,1978-02-28,female,False,2,,45,128
+Fateh Cole,2011-06-05,female,False,0,,12,129
+Sahil Johnson,2012-04-22,female,False,0,,11,130
+Jayesh Willis,1966-10-25,male,False,2,,57,131
+Puntira Morrison,2013-10-09,female,False,0,,10,132
+Alister Lewis,2020-04-24,male,False,0,,3,133
+Ryan Maxwell,1979-04-19,male,False,2,,44,134
+Ayesha Gavican,1960-10-24,male,False,3,,63,135
+Nichola Brewer,2007-02-25,female,False,0,,16,136
+Supasit Robinson,1975-07-29,male,False,0,2008-08-14,48,137
+Jeremy Gardner,1971-06-26,male,True,1,,52,138
+Jinjuta Jimenez,1979-08-15,female,False,4,,44,139
+Carlos McFarland,1951-12-14,male,True,0,2006-06-30,72,140
+Cynthia Alexander,1969-01-09,female,True,2,,55,141
+Sana Davis,1979-04-29,female,False,2,,44,142
+Ryan Dugar,2004-01-02,male,False,0,2021-12-19,20,143
+Allison Richardson,1964-07-05,female,False,3,,59,144
+Leslie Nolan,1969-05-10,male,True,0,1984-08-10,54,145
+Kelvin Sorattanachai,1970-09-05,male,False,0,,53,146
+Kaitlyn Ramirez,1979-12-11,female,True,3,,44,147
+Sittikorn Johnstone,1971-02-22,female,True,2,,52,148
+Carly Wilson,1993-12-09,female,False,3,,30,149
+Vickie Stevenson,1937-02-21,female,True,0,1976-06-21,86,150
+Sitiwat Schultz,1964-10-20,male,False,1,,59,151
+Rachel Rosales,1993-11-07,female,True,2,,30,152
+Monica Banerjee,2019-07-08,female,False,0,,4,153
+Tricia Coen,1959-05-16,female,False,4,,64,154
+Corey Evans,1991-12-06,male,False,1,2008-03-07,32,155
+Eoghan Kari,1994-07-20,male,True,1,,29,156
+Clifford Lertsattayanusak,2012-02-26,male,False,0,,11,157
+Elizabeth Kelley,1980-04-25,female,False,0,2012-04-23,43,158
+Lisa Bedi,1939-10-10,female,False,2,,84,159
+Sandra Reid,1951-11-28,female,True,3,2000-07-13,72,160
+Christina York,1985-05-13,female,False,3,2007-09-27,38,161
+Thomas Cooke,1962-03-29,male,True,2,2016-01-18,61,162
+Arianne Harris,2007-07-29,female,False,0,,16,163
+Krish Sarkar,1997-08-06,male,False,0,2017-03-10,26,164
+Owen Dease,1959-08-11,male,True,0,1996-04-23,64,165
+Atit Davey,2021-03-10,female,False,0,,2,166
+Zara Brown,1974-11-13,female,True,2,,49,167
+Jesse Gordon,2004-07-27,male,False,0,2021-12-12,19,168
+Zoya James,1970-03-13,female,True,2,,53,169
+Alex Webb,2000-01-25,female,False,1,2018-10-20,24,170
+Jamie Johnson,1968-10-13,female,True,5,2015-01-05,55,171
+Mary Singh,1940-11-20,female,True,1,1995-01-30,83,172
+Anon Torrens,1931-04-03,female,True,4,1948-06-14,92,173
+Georgia Mcdonald,2019-12-28,female,False,0,,4,174
+Grant Cameron,1999-02-06,male,False,0,,24,175
+Nikita Dayal,2021-01-28,female,False,0,,2,176
+John Malone,2010-05-17,male,False,0,,13,177
+Ritvik Baker,1980-09-11,male,False,2,,43,178
+Uthkarsh Chaisatit,1993-06-21,male,False,1,,30,179
+Jana Nolan,1986-08-16,female,False,1,,37,180
+Parinaaz Bolton,1968-07-28,male,False,0,,55,181
+Edwin Prachayaroch,1946-02-20,male,False,0,,77,182
+Connie Grant,1947-03-24,female,False,1,,76,183
+Clarissa Phusilarungrueng,1981-11-07,female,True,7,2012-02-03,42,184
+Kodchaporn Benchapatranon,1982-09-10,male,True,2,,41,185
+Robert Kildea,1992-03-11,male,True,3,,31,186
+Colum Edwards,2011-11-09,male,False,0,,12,187
+Darren Hicks,1988-11-28,male,True,4,,35,188
+Jacqueline Williams,2018-05-03,female,False,0,,5,189
+Damian Perez,1947-09-04,male,True,3,,76,190
+Rawiri Rogers,2015-07-22,male,False,0,,8,191
+Jean Nelson,2006-02-04,female,False,0,,17,192
+Ashley Humphrey,1943-10-29,female,True,4,,80,193
+John Dean,1970-04-27,male,True,4,1997-04-23,53,194
+Melissa Brown,1969-04-30,female,False,1,,54,195
+Logan Cox,1996-02-18,male,True,4,2020-02-17,27,196
+Faith Hunt,1959-08-25,female,True,2,,64,197
+Julia Donaldson,1930-09-27,female,True,0,1953-03-05,93,198
+Christine MacDonald,2012-03-27,female,False,0,,11,199
+Stacey Kramer,1995-02-27,female,False,2,,28,200
+Colin Young,2011-04-04,male,False,0,,12,201
+Romil Robert,1957-05-19,female,True,1,1976-04-04,66,202
+Martyn King,2008-04-26,male,False,0,,15,203
+Ashley Strong,1954-02-14,male,False,0,,69,204
+Jason Little,2016-04-04,male,False,0,,7,205
+Nicole Gilmore,2012-02-22,female,False,0,,11,206
+Amy Hernandez,1952-08-07,female,True,2,,71,207
+Pachongruk Lad,1976-02-25,female,False,0,2003-04-28,47,208
+Jayant Kittakun,1938-10-13,male,True,2,,85,209
+Juan Lawson,2009-12-25,male,False,0,,14,210
+Anna Thomas,2014-11-26,female,False,0,,9,211
+Jessica D’Alia,1998-09-07,female,False,2,,25,212
+Lesley Guzman,1981-04-06,female,False,2,,42,213
+Robert Barker,2018-07-30,male,False,0,,5,214
+Elizabeth Davis,1986-05-28,female,False,1,2007-12-12,37,215
+Timothy Potts,1983-08-09,male,True,4,,40,216
+Marie Wilson,2015-01-14,female,False,0,,9,217
+Daniel Varty,1998-04-09,male,False,0,,25,218
+Shaun Tate,2005-05-30,male,False,1,2022-11-11,18,219
+Bradley Helen,1974-11-09,male,True,2,,49,220
+Seamus Jones,1998-05-21,male,False,0,2020-03-15,25,221
+Susan Mckinney,2014-11-19,female,False,0,,9,222
+Chelsea Kenny,1982-11-13,female,False,0,2021-04-05,41,223
+Jose Stevens,1992-04-07,male,True,2,,31,224
+Robert Jones,1946-02-16,male,True,3,,77,225
+Timothy Aguilar,1956-01-02,male,True,2,,68,226
+Tracey Briggs,1990-03-07,female,True,0,2017-08-01,33,227
+Ciaran Sagar,1943-06-06,male,True,0,,80,228
+Patcharaporn Young,2000-10-24,male,False,1,,23,229
+Julie-Anne Chapman,1948-01-14,female,False,1,,76,230
+Chelsea McCadden,1986-06-03,female,False,0,,37,231
+Phillip Solis,1983-06-20,male,False,0,,40,232
+Jeffrey Thomas,2008-02-28,male,False,0,,15,233
+Pamela Nunez,1965-10-17,female,False,3,,58,234
+Sherry Marfell,2014-03-12,female,False,0,,9,235
+Shawn Lalla,1968-10-08,male,False,0,2022-03-06,55,236
+Gabriel Hennelly,1973-11-06,male,False,0,2014-02-28,50,237
+James Jenkins,1979-12-02,male,False,0,,44,238
+Uthkarsh Henderson,2000-04-08,female,False,0,,23,239
+Cheryl Zachariah,1938-07-02,female,True,2,,85,240
+Gary O'Cleary,1960-09-07,male,False,1,1989-04-11,63,241
+Jenna Johnson,1945-07-02,female,True,2,1981-01-31,78,242
+Andrew Mckee,1981-03-06,male,False,4,,42,243
+Kyle Brosnan,1977-11-23,male,True,2,,46,244
+Jessica Gilbert,1991-09-01,female,False,0,,32,245
+Faye Anderson,1967-02-28,female,True,2,,56,246
+Erik Barnett,1965-07-19,male,False,1,,58,247
+Teresa Bell,2015-06-28,female,False,0,,8,248
+Derrick Carpenter,1997-05-17,male,False,1,,26,249
+Colin Sarraf,1969-07-08,male,True,4,2013-05-09,54,250
+Kristen Oneill,2020-01-06,female,False,0,,4,251
+Susan Gutierrez,1974-12-13,female,False,1,,49,252
+Heidi Ahmed,2016-07-06,female,False,0,,7,253
+Anna Mudgway,2008-09-07,female,False,0,,15,254
+Gavin Hari,1979-08-31,male,True,4,1995-11-05,44,255
+Victoria Methavorakul,1953-06-01,female,True,4,,70,256
+Alec Hooper,2004-03-28,male,False,2,,19,257
+Gavin Weston,1995-12-01,male,False,0,,28,258
+Bhavin Davies,1987-07-21,male,False,1,,36,259
+Taylor Ali,2005-09-20,female,False,0,,18,260
+Laura Gibson,1982-08-28,female,False,1,,41,261
+Rosemary Taylor,1965-09-16,female,False,0,,58,262
+Luke Thomas,2010-10-20,male,False,0,,13,263
+William McKenna,2010-08-08,male,False,0,,13,264
+Kabir Brown,2000-04-23,female,False,0,2015-08-27,23,265
+Mitchell Osborn,1968-02-22,male,True,0,,55,266
+Isaac Wable,1986-07-06,male,False,1,2022-08-20,37,267
+Kunaporn Polauaypon,1991-07-30,male,False,2,,32,268
+Kirstie Deeley,1985-07-07,female,False,2,2013-11-19,38,269
+Blake Chaudhary,1987-07-07,male,True,4,,36,270
+Kurt Harmon,2003-11-03,male,False,0,,20,271
+Phenphitcha Prachayaroch,1971-04-11,male,True,3,,52,272
+Atit Green,1999-05-24,female,False,1,2017-11-21,24,273
+Douglas Kar,1955-01-16,male,True,5,,69,274
+Thanatcha Prachayaroch,1998-08-28,male,False,0,,25,275
+Noppakao Lalla,1970-03-29,male,True,1,,53,276
+David Chandran,1973-12-11,non-binary,True,1,,50,277
+Jana Annsboro,1990-03-04,female,True,2,,33,278
+Lakshay Atkinson,1932-12-27,female,True,3,2012-02-01,91,279
+Kim Chaudhry,2011-02-25,female,False,0,,12,280
+Georgia Adams,2020-07-03,female,False,0,,3,281
+Jason Thompson,2004-04-09,male,False,0,,19,282
+Justin Ward,1946-05-16,male,True,2,,77,283
+Nicole Avery,1982-05-14,female,True,1,2021-08-25,41,284
+Rachel Anekvorakul,1958-09-20,female,True,2,,65,285
+Ashleigh O'Hickey,1955-12-11,female,True,5,,68,286
+Susan Wright,1954-07-08,female,True,1,1975-07-12,69,287
+Matilda Koshy,1959-03-24,female,True,0,,64,288
+Stewart Elliott,1966-11-23,male,False,1,,57,289
+Sabrina Smith,1979-03-02,female,False,0,,44,290
+Carlos Jones,1981-08-06,male,False,1,2013-03-19,42,291
+Megan Alvarado,2004-04-29,female,False,0,2019-12-14,19,292
+Tunradee Dalal,1967-09-28,female,False,3,2013-10-23,56,293
+Charles Sireelert,1969-07-16,male,True,1,,54,294
+Danielle Cain,1967-04-20,female,True,6,,56,295
+Oorja Anekvorakul,1971-08-31,female,False,2,1992-10-18,52,296
+Vincent Sharp,1986-03-25,male,False,2,,37,297
+Timothy Hoey,2005-02-12,male,False,0,,18,298
+Kyle Smith,2014-10-12,male,False,0,,9,299
+Amanda Brown,2014-08-06,female,False,0,,9,300

v2/routes.csv

@@ -0,0 +1,21 @@
+route_id,src,dst,expected_departure,expected_arrival
+1,Brownview,Graybury,11:55:00,17:03:00
+2,Graybury,Brownview,11:55:00,17:03:00
+3,Perezbury,East Jameshaven,06:15:00,13:00:00
+4,East Jameshaven,Perezbury,06:15:00,13:00:00
+5,Ashleyburgh,Johnsmouth,10:33:00,14:40:00
+6,Johnsmouth,Ashleyburgh,10:33:00,14:40:00
+7,Perezbury,Johnsonfurt,10:36:00,14:16:00
+8,Johnsonfurt,Perezbury,10:36:00,14:16:00
+9,Brownview,Perezbury,06:50:00,17:49:00
+10,Perezbury,Brownview,06:50:00,17:49:00
+11,Frederickfort,Johnsonfurt,09:31:00,13:16:00
+12,Johnsonfurt,Frederickfort,09:31:00,13:16:00
+13,Miguelmouth,Port William,09:36:00,16:02:00
+14,Port William,Miguelmouth,09:36:00,16:02:00
+15,Johnsonfurt,East Jameshaven,05:25:00,19:37:00
+16,East Jameshaven,Johnsonfurt,05:25:00,19:37:00
+17,Miguelmouth,Johnsmouth,08:24:00,13:55:00
+18,Johnsmouth,Miguelmouth,08:24:00,13:55:00
+19,West Stephanieville,Perezbury,05:22:00,17:41:00
+20,Perezbury,West Stephanieville,05:22:00,17:41:00

v2/trips.csv

@@ -0,0 +1,101 @@
+route_id,train_id,actual_departure,actual_arrival,trip_id,departure_delay,arrival_delay
+3,1,2023-09-17 06:17:00,2023-09-17 13:06:00,1,2,6
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