├── .gitignore ├── LICENSE ├── README.md ├── airflow-dag ├── airflowclean.py ├── airflowcsv.py ├── airflowdb.py ├── data.csv ├── data.json ├── fromAirFlow.json └── mysqldata.csv ├── great_expectations ├── .gitignore ├── checkpoints │ └── sv.yml ├── expectations │ ├── .ge_store_backend_id │ └── staging │ │ └── validation.json ├── great_expectations.yml ├── notebooks │ ├── pandas │ │ └── validation_playground.ipynb │ ├── spark │ │ └── validation_playground.ipynb │ └── sql │ │ └── validation_playground.ipynb └── plugins │ └── custom_data_docs │ └── styles │ └── data_docs_custom_styles.css ├── kafka-producer-consumer ├── kclient.py ├── kproducer.py └── pythonlog.py ├── load-database ├── createbulk.py ├── createrecords.py ├── fromdb.csv ├── fromdb.json ├── querydf.py └── queryusers.py ├── load-nosql ├── elasticsearchbulk.py ├── elasticsearchquery.py ├── elasticsearchsingle.py └── scroll.py ├── nifi-datalake ├── InsertStaging.snapshot ├── bucket.yml ├── insert-warehouse.snapshot ├── kafka-consumer.snapshot ├── kafka-producer.snapshot ├── query-staging.snapshot ├── read-data-lake.snapshot ├── scan-data-lake.snapshot └── validate-staging.snapshot ├── nifi-files ├── 340e226f-10e8-4e25-9f25-dae22a78f7b3.json ├── 6d5361aa-152c-45c6-8c62-49ccd6bf6b76.json ├── 9a2d23fd-bd07-4c1c-99a5-70ad5a59c56b ├── Aaron Edwards ├── Aaron George ├── Aaron White ├── Adam Morgan ├── Alan Andrews ├── Alan Barrett ├── Alan Jones ├── Albert Howard ├── Alex Garcia ├── Alex Peterson ├── Alexa Walker ├── Alexander Coleman ├── Alicia Mason ├── Alicia Wang ├── Alison Liu ├── Allen Blanchard ├── Allen Ellis ├── Allen Johnson ├── Alyssa Carlson ├── Alyssa Gill ├── Amanda Barber ├── Amanda Bryant ├── Amanda Floyd ├── Amanda Hall ├── Amanda Hernandez ├── Amanda Johnson ├── Amanda Ortiz ├── Amanda Stephens ├── Amanda Thompson ├── Amber Chavez ├── Amber Hendricks ├── Amy Buchanan ├── Amy Hanson ├── Amy Jones ├── Amy Thompson ├── Ana Rivera ├── Andrea Martin ├── Andrea Morris ├── Andrea Simpson ├── Andrew Cruz ├── Andrew Griffin ├── Andrew Hughes ├── Andrew Mendoza ├── Angela Rocha ├── Angela Schmidt ├── Angela Wood ├── Anna Allen ├── Anna Maxwell ├── Anna Nolan ├── Anne Evans ├── Anne Jones ├── Anthony Garza ├── Anthony James ├── Anthony Mathis ├── Anthony Williams ├── Antonio Bell ├── Antonio Fox ├── Antonio Howe ├── April Reynolds ├── Arthur Patterson ├── Ashley Espinoza ├── Ashley Green ├── Ashley Harris ├── Becky Brown ├── Benjamin Bishop ├── Bethany Daniels ├── Betty Wilson ├── Billy Peterson ├── Brandi Ross ├── Brandon Glover ├── Brandon Rodriguez ├── Brandy Davila ├── Brandy Sanders ├── Brenda Jackson ├── Brian Hanson ├── Brian Roberson ├── Brian Rogers ├── Briana Ray ├── Brittany Mills ├── Brittany Sullivan ├── Brooke Cruz ├── Caitlin Jones ├── Caleb Romero ├── Carmen Chandler ├── Casey Mcfarland ├── Casey Walker ├── Cassandra Gates ├── Catherine Dennis ├── Charles Banks ├── Charles Mcclure ├── Charles Moran ├── Chloe Hart ├── Christie Howard ├── Christina Cobb ├── Christina Edwards ├── Christopher Aguilar ├── Christopher Hernandez ├── Christopher Hughes ├── Christopher Mahoney ├── Christopher Soto ├── Christy Byrd ├── Cindy Baker ├── Cindy Clark ├── Cody Sanders ├── Colin Hurst ├── Corey Sawyer ├── Courtney Cox ├── Courtney Davis ├── Courtney Foster ├── Courtney Johnson ├── Courtney Wood ├── Curtis Fritz ├── Curtis Harrison ├── Cynthia Miller ├── Daniel Cameron ├── Daniel Dixon ├── Daniel Kelly ├── Daniel King ├── Daniel Mitchell ├── Daniel Rodriguez ├── Danielle Johnson ├── Danielle Lee ├── Danielle Reyes ├── Danny Hernandez ├── Danny Torres ├── Darlene Campbell ├── Darrell Suarez ├── Daryl Johnson ├── David James ├── David Martin ├── David Olsen ├── David Rivera ├── David Smith ├── David Stephens ├── David Thomas ├── Dawn Baxter ├── Dawn Crosby ├── Debbie Ford MD ├── Deborah Baker ├── Deborah Edwards ├── Deborah Nelson ├── Debra Davenport ├── Debra Johnson ├── Denise Kelly ├── Denise Klein ├── Denise Silva ├── Dennis Fleming ├── Dennis Sharp ├── Derek Brown ├── Derek Martinez ├── Desiree Hansen ├── Diana Anderson ├── Diana Flowers ├── Diana Lang ├── Donald Brown ├── Donna Huff ├── Donna Romero ├── Dr. Audrey Caldwell ├── Dr. Christopher Williams ├── Dr. Garrett Manning MD ├── Dr. Samuel Diaz ├── Dustin Johnson ├── Dustin Thompson ├── Dylan Ross ├── Edward Perez ├── Edward Sanchez ├── Elizabeth Evans ├── Elizabeth Fernandez ├── Elizabeth Johnson ├── Elizabeth Martinez ├── Emma Mclaughlin ├── Eric Hardy ├── Eric Pierce ├── Eric Reid ├── Eric Scott ├── Eric Turner ├── Erica Campos ├── Erica Cunningham ├── Erica Fisher ├── Erin Anderson ├── Erin Gilmore ├── Evelyn Gonzales ├── Francis Jimenez ├── Francisco Frank ├── Gabriel Willis ├── Gabriel Wright ├── Garrett Allen ├── Garrett Jones ├── Gary Walsh ├── Gina Graham ├── Gina Miller ├── Glenn Carroll ├── Glenn Thomas ├── Gregory Erickson ├── Gregory Warren ├── Gwendolyn Carter ├── Heather Little ├── Heather Riley ├── Holly Sanders ├── Holly Turner ├── Howard Reyes ├── Ian Sherman ├── Jack Rivas ├── Jacob Ryan ├── Jacob Smith ├── Jaime Baker ├── Jaime Thomas ├── James Bernard ├── James Elliott ├── James Lewis ├── James Moore ├── James Moyer ├── James Proctor ├── James Riggs ├── James Robbins ├── James Smith ├── Jamie Davidson ├── Jamie Hanson ├── Jamie Hardy ├── Jamie Mccoy ├── Janet Ayers ├── Janet Brown ├── Janet Gonzalez ├── Janet York ├── Janice Pope ├── Janice Simmons ├── Jasmine Wheeler ├── Jason Atkinson ├── Jason Williams ├── Jean Lee ├── Jeffrey Fitzpatrick ├── Jeffrey Nguyen ├── Jeffrey Wells ├── Jennifer Bonilla ├── Jennifer Brock ├── Jennifer Carr ├── Jennifer Ferguson ├── Jennifer Garcia ├── Jennifer Lane ├── Jennifer Riddle ├── Jennifer Summers ├── Jennifer Sutton ├── Jennifer Williams ├── Jeremy Hicks ├── Jermaine Singh ├── Jesse Hernandez ├── Jesse Hess ├── Jesse Oliver ├── Jessica Farmer ├── Jessica Gonzales ├── Jessica Le ├── Jessica Little ├── Jessica Lloyd MD ├── Jessica Shaw ├── Jesus Barnes ├── Jill Holmes ├── Jillian Lowe ├── Joan Briggs ├── Joe Hill ├── Joe Kaiser ├── John Cook ├── John Harper ├── John Huff ├── John Lara ├── John Scott ├── John Singh ├── John Stevens ├── John Wiley ├── John Wright ├── Jon Williams ├── Jonathan Cook ├── Jonathan Nelson ├── Jordan Lee ├── Joseph Carey ├── Joseph Cross ├── Joseph Forbes ├── Joseph Marsh ├── Joseph Sellers ├── Joseph Wallace ├── Joshua Carroll ├── Joshua Delgado ├── Joshua Montgomery ├── Joshua Page ├── Joshua Pierce ├── Joshua Ramirez ├── Joshua Roberts ├── Joshua Velez ├── Judith Brown ├── Judy West ├── Julie Hudson ├── Julie Johnson ├── Julie Shelton ├── Julie Weaver ├── Justin Freeman ├── Justin Woods ├── Kaitlin Larson ├── Kara Benson ├── Karen Ali ├── Karen Armstrong ├── Karen Jones ├── Karen Richardson ├── Karl Obrien ├── Katelyn Flores ├── Katherine Anderson ├── Katherine Sullivan ├── Katherine Wilson ├── Katherine Young ├── Kathleen Combs ├── Kathleen Kelley ├── Kathryn Galvan ├── Katie Haney ├── Katie Stone ├── Kayla Green ├── Keith Cook ├── Keith Leon ├── Kelly Barrett ├── Kelsey Guerra ├── Kendra Ford ├── Kenneth Allen ├── Kenneth Anderson ├── Kenneth Carr ├── Kenneth Sanchez ├── Kevin Kim ├── Kevin Rangel ├── Kevin Rojas ├── Kevin Shaw ├── Kim Cain ├── Kim White ├── Kimberly Cook ├── Kimberly Edwards ├── Kimberly Mitchell ├── Kimberly Peters ├── Kimberly Pittman ├── Kristen Randolph ├── Kristen Sparks ├── Kristen Tucker ├── Kristin Munoz ├── Kristine Parsons ├── Kristy Mcintyre ├── Krystal Adams ├── Kylie Johnson ├── Larry Martinez ├── Larry Stuart ├── Latoya Branch ├── Laura Edwards ├── Laura Robertson ├── Laura Rogers ├── Laura Strong ├── Laurie Williams ├── Leah Stewart ├── Leah Torres ├── Lee Romero ├── Leslie Brown ├── Leslie Green ├── Linda Kelly ├── Linda Perez ├── Linda Rogers ├── Lindsey Robertson ├── Lisa Berry ├── Lisa Bowman ├── Lisa Bryant ├── Lisa Collins ├── Lisa Lawson ├── Lisa Nelson ├── Lisa Simmons ├── Lori Jenkins ├── Lori Robles ├── Louis Ramos ├── Lynn Palmer ├── Mackenzie Hicks ├── Marcia Clements ├── Margaret Davis ├── Maria Duran ├── Maria Romero ├── Maria Thompson ├── Maria White ├── Mariah Trevino ├── Marissa Walker ├── Mark Anderson ├── Mark Burke ├── Mark Kirk ├── Martin Cross ├── Mary Cole ├── Mary Doyle ├── Mary Farrell ├── Mary Small ├── Mary Young ├── Matthew Allen ├── Matthew Brown ├── Matthew Fry ├── Matthew Hart ├── Matthew Hayes ├── Matthew Holt ├── Matthew Martin ├── Matthew Morrow ├── Matthew Rodriguez ├── Matthew Wilson ├── Meagan Price ├── Megan Anderson ├── Melanie Walker ├── Melinda Mercado ├── Melissa Gilbert ├── Melissa Johnson ├── Melissa Logan ├── Melissa Winters ├── Melody Farley ├── Meredith Alvarado ├── Michael Brooks ├── Michael Collins ├── Michael Cooper ├── Michael Garcia ├── Michael Knight ├── Michael Lewis ├── Michael Morgan ├── Michael Rodriguez ├── Michael Schmidt ├── Michael Smith ├── Michael Young ├── Michele Cochran ├── Michelle Gordon ├── Michelle Wilson ├── Miss Sara Elliott ├── Mitchell Brewer ├── Mitchell Ford ├── Molly Flores MD ├── Monica Thomas ├── Monica Yoder ├── Morgan Moran ├── Mr. Ronald James III ├── Mr. Zachary Bowen ├── Mrs. Judith Willis MD ├── Mrs. Julie Weber ├── Ms. Wendy Roberts ├── Nancy Davidson ├── Nancy Hernandez ├── Nancy Jones ├── Nancy Jordan ├── Natalie Cole ├── Natalie Lynch MD ├── Natasha Campbell ├── Natasha Smith ├── Nathan Gonzalez ├── Nathan Hill ├── Nicholas Jones ├── Nicolas Brown ├── Nicole Cannon ├── Noah Lewis ├── Noah Rodgers ├── Paige Robinson ├── Pamela Brown ├── Pamela Robinson ├── Pamela Smith ├── Pamela Ward ├── Parker Stone ├── Patricia Brown ├── Patricia Rose ├── Patrick Anderson ├── Patrick Sherman ├── Paul Clark ├── Paul Gibson ├── Paul Padilla ├── Paul Peterson ├── Peggy Little ├── Peggy Smith ├── Peter Klein ├── Philip Grant ├── Phillip Bryant ├── Preston Conner ├── Rachel Sampson ├── Rachel Sellers ├── Randy Rodriguez ├── Rebecca Mills ├── Rebecca Rogers ├── Rebecca Trujillo ├── Rhonda Smith ├── Rhonda Vaughan ├── Ricardo Love ├── Richard Harris ├── Richard Howard ├── Richard Robertson ├── Richard Warner ├── Rickey Smith ├── Robert Frazier ├── Robert Gonzalez ├── Robert Jones ├── Robert Ramirez ├── Robert Thompson ├── Robin Hill ├── Robin Patterson ├── Robin Williams ├── Robyn Anderson ├── Rodney Parker ├── Roger Coffey ├── Ronald Maddox ├── Rose Walker ├── Russell Wilson ├── Ryan Marshall ├── Ryan Parks ├── Samantha Bowman ├── Samantha Gonzalez ├── Samantha Hanson ├── Samantha Johnson ├── Samuel Cunningham ├── Samuel Morgan ├── Sandra Johnson ├── Sara Armstrong ├── Sara Gordon ├── Sara Lewis ├── Sara Terry ├── Sara Zamora ├── Sarah Acevedo ├── Sarah Chen ├── Sarah Hamilton ├── Sarah Hughes ├── Savannah Abbott ├── Scott Brooks ├── Scott Russell ├── Sean Clark ├── Sean Dorsey ├── Sean Macdonald ├── Sean Massey ├── Sean Murray ├── Seth Le ├── Shannon Quinn ├── Sharon Taylor ├── Sheila Fernandez ├── Shelley Newton ├── Sherry Marks ├── Sheryl Stephens ├── Shirley Jones ├── Stacey Higgins ├── Stacey Miller ├── Stacy Sexton ├── Stacy Wells ├── Stanley Alexander ├── Stephanie Le ├── Stephanie Vincent ├── Steven Fletcher ├── Steven Garcia ├── Steven Jordan ├── Steven Mann ├── Steven Torres ├── Steven Walters ├── Sue Garcia ├── Susan Short ├── Suzanne Cohen ├── Sylvia Russell ├── Tammy Bell ├── Tammy Curtis ├── Tammy Hughes ├── Tanner Hill ├── Teresa Strickland ├── Teresa Torres ├── Terri Jones ├── Terri Matthews ├── Terri Torres ├── Terry Nelson ├── Theodore Bennett ├── Theresa Wheeler ├── Thomas Atkinson ├── Thomas Hahn ├── Thomas Nelson ├── Thomas Schmitt ├── Tiffany Andrade ├── Tiffany Kelley ├── Tiffany Moyer DDS ├── Timothy Jimenez ├── Timothy Lopez ├── Timothy Smith ├── Timothy Williams ├── Tina Fields ├── Tina Marquez ├── Tina Pena ├── Tina Smith ├── Tina Tucker ├── Todd Eaton ├── Tracy Evans ├── Travis Williams ├── Tyler Williams ├── Tyler Wu ├── Valerie Chapman ├── Valerie Davis ├── Valerie Guzman ├── Valerie Myers ├── Victor Turner ├── Victoria Buckley ├── Victoria Miller ├── Victoria Roy ├── Wendy Figueroa ├── Wendy Hawkins ├── Wendy Turner ├── Whitney Thompson ├── William Bradshaw ├── William Chen ├── William Graham ├── William Johnson ├── William Kennedy ├── William Lewis ├── William Mccarty ├── William Mills ├── Zachary Sullivan └── bbb6d437-2561-4a40-baea-53e95bf5052f ├── nifi-scanfiles └── scanfile.txt ├── nifi-scripts ├── create-one-thousand-people ├── staging-validation └── validate-people ├── nifi-templates ├── csv-read-write.xml ├── database-to-elasticsearch.xml ├── new-datawarehouse.xml └── validating-with-great-expectations.xml ├── nifi-versioning ├── SCF_Pipeline.snapshot ├── bucket.yml ├── mysql-to-elasticsearch.snapshot └── validating-with-great-expectations.snapshot ├── pyspark ├── pi-estimation.ipynb └── pyspark-data-wrangling.ipynb ├── rest-api.py ├── scooter-data ├── cleanscooter.csv ├── dfenriching.py ├── dfwrangling.py ├── eda.py ├── geocodestreet.csv ├── may23-june3.csv └── scooter.csv ├── sql-user ├── create-user.sql └── my.ini ├── start-working-environment ├── 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