Set seed for randomized components in generate_data.py

Seeds are set for Python's random, Pandas for the sampling on the
quizzes, and Faker for the name generation. NumPy's random number
generation had already been seeded.

Author: bryanwweber

pandas-gradebook-project/data/Section 1 Grades.csv

@@ -1,151 +1,151 @@
 Last Name,First Name,Email,Grade
-Martin,Robert,[email protected],11
-Cook,Franklin,[email protected],9
-Haas,Jonathan,[email protected],7
-Woods,Candice,[email protected],5
-Arellano,Brett,[email protected],6
-Spencer,Laura,[email protected],8
-Baker,Jeffrey,[email protected],9
-Smith,Daniel,[email protected],6
-Hopkins,Andrea,[email protected],4
-Cruz,Sara,[email protected],9
-Cannon,Tanya,[email protected],6
-Harris,Eric,[email protected],10
-Allen,Robin,[email protected],5
-Gonzalez,Colton,[email protected],7
-Perry,Katherine,[email protected],10
-Davila,Ralph,[email protected],9
-Marshall,Kenneth,[email protected],9
-Wallace,Brett,[email protected],11
-Brown,Ryan,[email protected],9
-Brown,Isabella,[email protected],6
-Aguilar,Rhonda,[email protected],8
-Cline,Steven,[email protected],10
-Jones,Carrie,[email protected],8
-Fisher,Mark,[email protected],8
-Wright,Cynthia,[email protected],9
-Hoover,Micheal,[email protected],4
-Shaffer,Samantha,[email protected],7
-Clark,Justin,[email protected],5
-Miller,Amanda,[email protected],8
-Howe,Kathleen,[email protected],8
-Miller,Jessica,[email protected],7
-Ramos,Kelsey,[email protected],11
-Bishop,Hunter,[email protected],11
+Bennett,Richard,[email protected],10
+Parker,Timothy,[email protected],9
+Reyes,Carol,[email protected],5
+Powers,Brooke,[email protected],6
+Taylor,Michael,[email protected],5
+Bailey,Belinda,[email protected],6
+Stevens,Marcia,[email protected],7
+Faulkner,Katelyn,[email protected],6
+Daniel,William,[email protected],9
+Johnson,Dylan,[email protected],6
+Thomas,Sandra,[email protected],9
+Saunders,Richard,[email protected],10
+Ortega,Tiffany,[email protected],7
+Schwartz,Billy,[email protected],11
+Vasquez,Sara,[email protected],5
+Martin,Ashley,[email protected],5
+Rush,Oscar,[email protected],5
+Walsh,Jill,[email protected],6
+Hernandez,Taylor,[email protected],11
+Cooper,Adam,[email protected],4
+Raymond,Troy,[email protected],7
+Washington,Travis,[email protected],11
+King,Paige,[email protected],8
+Miller,Anthony,[email protected],9
+Underwood,James,[email protected],5
+Cervantes,Scott,[email protected],4
+Terry,Thomas,[email protected],8
+Glover,Heidi,[email protected],4
+Payne,Douglas,[email protected],8
+Lee,Danielle,[email protected],7
+Gordon,Lori,[email protected],9
+Dunn,Amy,[email protected],10
+Sparks,Leslie,[email protected],7
+Patterson,Nicole,[email protected],6
+Lester,Aaron,[email protected],6
+Daniels,Amber,[email protected],7
+Friedman,Linda,[email protected],10
+Brown,Kelsey,[email protected],10
+Beck,David,[email protected],4
+Jones,Sarah,[email protected],9
+Rodriguez,Alexander,[email protected],11
+Miller,Stephen,[email protected],8
+Duffy,Erin,[email protected],9
+Rhodes,Kimberly,[email protected],9
+Webb,Heather,[email protected],5
+Lee,Michelle,[email protected],9
+Graham,Benjamin,[email protected],7
+Johnson,Stacy,[email protected],6
+Anderson,Lauren,[email protected],8
+Greer,April,[email protected],8
+Rodriguez,John,[email protected],6
+Brock,Lauren,[email protected],7
+Reyes,Jason,[email protected],9
+Gonzalez,Matthew,[email protected],7
+Adams,Amy,[email protected],9
+Warren,Angela,[email protected],8
+Smith,Kerry,[email protected],4
+Johnston,Robert,[email protected],9
+Smith,Matthew,[email protected],8
+Bates,Nathan,[email protected],6
+Douglas,Robert,[email protected],8
+Smith,Samantha,[email protected],6
+Foster,Tommy,[email protected],9
+White,Amy,[email protected],7
 Joyce,Traci,[email protected],8
-Griffin,Maria,[email protected],8
-Lynch,Pamela,[email protected],7
-Howard,Carrie,[email protected],6
-Murray,Adam,[email protected],7
-Hawkins,Catherine,[email protected],6
-Jackson,Mario,[email protected],6
-Ward,Jordan,[email protected],8
-Reynolds,Veronica,[email protected],8
-Campbell,Billy,[email protected],4
-Harris,Jeremy,[email protected],5
-Mercado,Michael,[email protected],7
-Santana,Daniel,[email protected],10
-Barajas,Lisa,[email protected],8
-Hoffman,Patrick,[email protected],9
-Jones,Eric,[email protected],7
-Smith,Ricky,[email protected],4
-Carroll,Jeanne,[email protected],10
-Hicks,Barbara,[email protected],7
-Garcia,Cynthia,[email protected],11
-Anderson,Patrick,[email protected],9
-Li,Anna,[email protected],10
-Bonilla,Kyle,[email protected],7
-Lewis,Michael,[email protected],10
-Johnson,William,[email protected],11
-Foster,Christopher,[email protected],5
-Cline,Laura,[email protected],5
-Wright,Angela,[email protected],10
-Mills,Rhonda,[email protected],9
-Cross,William,[email protected],6
-Barajas,Terri,[email protected],9
-Ward,Molly,[email protected],7
-Craig,Darryl,[email protected],5
-Bennett,Aaron,[email protected],5
-Rodriguez,Donald,[email protected],6
-Alvarez,Amy,[email protected],9
-Robinson,Erin,[email protected],9
-Mayer,Stacey,[email protected],8
-Watson,Nicole,[email protected],9
-Huang,Sean,[email protected],6
-Horn,Angela,[email protected],4
+Patrick,Mark,[email protected],10
+Anderson,Daisy,[email protected],9
+Hunt,Brett,[email protected],4
+Dudley,Emily,[email protected],5
+Watkins,Carol,[email protected],6
+Curry,Alec,[email protected],9
+Johnson,Tara,[email protected],6
+Wilkerson,Levi,[email protected],11
+Williams,Kimberly,[email protected],6
+James,Margaret,[email protected],8
+Leon,Tammy,[email protected],4
+Baldwin,Lucas,[email protected],7
+Holt,Crystal,[email protected],9
+Scott,Michelle,[email protected],7
+Myers,Brian,[email protected],9
+Price,Ricardo,[email protected],10
+Smith,Crystal,[email protected],6
+Miller,Jorge,[email protected],10
+Bryan,Bradley,[email protected],10
+Smith,Andrea,[email protected],5
+Petersen,Kristin,[email protected],8
+Hart,Colleen,[email protected],6
+Walls,Joyce,[email protected],10
+Good,Sherry,[email protected],6
+Guzman,Cynthia,[email protected],6
+Pena,Jonathan,[email protected],9
+Carter,Lorraine,[email protected],5
+Flores,Russell,[email protected],7
+Boyd,Victoria,[email protected],9
+Moore,Kimberly,[email protected],6
+Johnson,Paul,[email protected],10
+Johnson,Jamie,[email protected],5
+Reyes,Bailey,[email protected],10
+Garza,Jessica,[email protected],8
+Nguyen,Cindy,[email protected],7
+Simpson,Felicia,[email protected],11
+Dennis,Rachel,[email protected],7
+Garcia,Desiree,[email protected],8
+Rice,Rhonda,[email protected],8
+Clark,Jill,[email protected],9
+Harris,John,[email protected],9
+Terry,Amy,[email protected],4
+Dennis,Cameron,[email protected],4
+Delgado,Desiree,[email protected],4
+Poole,Melissa,[email protected],9
+Odom,John,[email protected],11
+Mann,Nicole,[email protected],11
+Reid,Laura,[email protected],4
+Roberts,Steven,[email protected],8
+Foster,Ashlee,[email protected],5
+Flower,John,[email protected],8
+Allen,Christina,[email protected],10
+Lopez,Mark,[email protected],4
+Edwards,Nicole,[email protected],10
+Jones,Daniel,[email protected],8
+Thomas,Brandon,[email protected],7
+Mccall,Kimberly,[email protected],11
+Houston,Emily,[email protected],8
+Sampson,Stephanie,[email protected],10
+Reilly,Brandy,[email protected],5
+Miranda,Brett,[email protected],11
+Marshall,Shawn,[email protected],8
 Barrera,Woody,[email protected],4
-Lee,Jennifer,[email protected],7
-Jackson,Sarah,[email protected],4
-Long,Vanessa,[email protected],7
-Rogers,Yolanda,[email protected],4
-Rodriguez,Robert,[email protected],7
-Chapman,Joshua,[email protected],10
-Dominguez,Kyle,[email protected],9
-Smith,Candice,[email protected],6
-Brown,Sean,[email protected],10
-Benjamin,Stephen,[email protected],4
-Allen,Joshua,[email protected],10
-Savage,Julia,[email protected],9
-Brown,Alexandra,[email protected],7
-Rhodes,Desiree,[email protected],4
-Blair,Robert,[email protected],9
-Espinoza,Michelle,[email protected],5
-Patterson,Kyle,[email protected],11
-Griffith,Jonathan,[email protected],7
-Bates,Lynn,[email protected],11
-Fisher,Karla,[email protected],9
-Pierce,Jodi,[email protected],11
-Stewart,Christopher,[email protected],4
-Ford,Jeremy,[email protected],6
-Garcia,Erica,[email protected],5
-Harris,Johnathan,[email protected],11
 Lambert,Malaika,[email protected],8
-Rice,Catherine,[email protected],5
-Mayer,Craig,[email protected],4
-Anderson,Rachel,[email protected],8
-Solis,Tracy,[email protected],4
-Martinez,Nicholas,[email protected],7
-Smith,Nicholas,[email protected],9
-Nguyen,Courtney,[email protected],10
-Acosta,Marie,[email protected],7
-West,Charles,[email protected],11
-Carter,Tyler,[email protected],8
-Madden,Christie,[email protected],7
-Davis,Elizabeth,[email protected],10
-Richardson,Kimberly,[email protected],4
-Cohen,Lawrence,[email protected],8
-Vargas,Sabrina,[email protected],4
-Stevens,Tonya,[email protected],6
-Randolph,Jessica,[email protected],6
-Lane,Tanya,[email protected],8
-Sellers,Samuel,[email protected],6
-Huynh,Sandra,[email protected],6
-Flower,John,[email protected],8
-Washington,Erin,[email protected],6
-Kennedy,Larry,[email protected],5
-Alexander,Melissa,[email protected],10
-Vazquez,Ashley,[email protected],4
-Hayes,William,[email protected],8
-Johnson,Virginia,[email protected],6
-Shaffer,Alicia,[email protected],8
-Newton,Lisa,[email protected],6
-Fernandez,Sarah,[email protected],4
-Martinez,Joshua,[email protected],10
-Phillips,Tammy,[email protected],6
-Crawford,Carrie,[email protected],5
-Murray,Nicole,[email protected],4
-Thomas,William,[email protected],6
-Mcdaniel,James,[email protected],9
-Ford,Thomas,[email protected],7
-Terry,Sharon,[email protected],6
-Reyes,Jennifer,[email protected],8
-Erickson,David,[email protected],9
-Garcia,Donald,[email protected],11
-Nichols,William,[email protected],10
-Ray,Andrew,[email protected],6
-Sanchez,James,[email protected],8
-Grimes,George,[email protected],7
-Butler,Aaron,[email protected],5
-Bishop,Steven,[email protected],9
-Carpenter,Robert,[email protected],9
-Combs,John,[email protected],10
+Edwards,Timothy,[email protected],6
+Young,Joseph,[email protected],8
+Sanders,Beth,[email protected],4
+Jones,Michele,[email protected],7
+Watson,Holly,[email protected],11
+Benton,Michael,[email protected],7
+Campbell,Charles,[email protected],5
+Weber,Samuel,[email protected],6
+Woodard,John,[email protected],11
+Bauer,John,[email protected],4
+Rogers,Sherry,[email protected],4
+Warren,Tamara,[email protected],10
+Wolf,Courtney,[email protected],10
+Flores,Brandon,[email protected],7
+Evans,Patricia,[email protected],9
+Davidson,Luke,[email protected],7
+Perez,Jeffrey,[email protected],4
+Dunlap,Angela,[email protected],6
+Elliott,Richard,[email protected],6
+Nguyen,Donna,[email protected],7
+Ramirez,Timothy,[email protected],4