Refine NYCHA subgroup classifications

[AmandaDoyle]

Right now everything is classified as a community center and that's probably not right. The current logic is here.
Subset of data as it appears in FacDB can be selected with the following query SELECT * FROM facilities WHERE datasource = 'nycha_communitycenters'; Looking at the program_type some of these facilities are better classified as another subgroup. Before implementing anything we need to make a proposal of how to change the classification

[mgraber]

Potential criteria

SELECT program_type,
CASE
WHEN program_type ~* 'Senior|NORC' THEN 'SENIOR SERVICES'
WHEN program_type ~* 'Day Care|Child Care' THEN 'DAY CARE'
WHEN program_type ~* 'Disabilities' THEN 'PROGRAMS FOR PEOPLE WITH DISABILITIES'
WHEN program_type ~* 'Storage' THEN 'STORAGE'
WHEN program_type ~* 'Youth|Vocation|Jobs|Literacy|Lab' THEN 'YOUTH CENTERS, LITERACY PROGRAMS, AND JOB TRAINING SERVICES'
WHEN program_type ~* 'School' THEN 'PUBLIC K-12 SCHOOLS'
WHEN program_type ~* 'NYPD' THEN 'POLICE SERVICES'
WHEN program_type ~* 'Food Pantry' THEN 'SOUP KITCHENS AND FOOD PANTRIES'
WHEN program_type ~* 'Mental|Counseling' THEN 'MENTAL HEALTH'
WHEN program_type ~* 'Clinic' THEN 'HOSPITALS AND CLINICS'
WHEN program_type ~* 'ESL|Literacy' THEN 'ADULT AND IMMIGRANT LITERACY'
WHEN program_type ~* 'Training' THEN 'TRAINING AND TESTING'
WHEN program_type ~* 'Library' THEN 'PUBLIC LIBRARIES'
WHEN program_type ~* 'CCTV' THEN 'TELECOMMUNICATIONS'
WHEN program_type ~* 'Office|Staff|Contractor|ORRR' THEN 'CITY GOVERNMENT OFFICES'
WHEN program_type ~* 'Urban Family Center|Shelter' THEN 'NON-RESIDENTIAL HOUSING AND HOMELESS SERVICES'

-- New subgroups
WHEN program_type ~* 'Head Start' THEN 'HEAD START' -- facgroup should be DAY CARE AND PRE-KINDERGARTEN and facdomain should be EDUCATION, CHILD WELFARE, AND YOUTH
WHEN program_type ~* 'Child welfare|Family' THEN 'FAMILY SERVICES' -- facgroup should be CHILD SERVICES AND WELFARE and facdomain should be EDUCATION, CHILD WELFARE, AND YOUTH

-- Default
ELSE 'COMMUNITY CENTER'
END as facsubgrp
FROM nycha_communitycenters;

@AmandaDoyle Here is a first pass at new criteria

[AmandaDoyle]

@mgraber I reviewed the potential criteria above. It looks good. Here's my feedback to fine tune it.

• [x] map 'UPK' when it appears in program type to 'DOE Universal Pre-Kindergarten'
• [x] things that are multiple things should map to 'Community Center' because there are multiple services being offered at that site (i.e. Head Start / Jobs Plus / Community Center and Family/Youth Program / Meals on Wheels Offices and Senior Center/ Community Center/ Child Care)
• [x] map 'Job Readiness' and 'Jobs Plus' to 'Workforce Development'
• [x] map 'Plasterer's Shop' to 'Custodial '
• [x] map 'RESERVED - OPERATIONS', 'TA USE', 'TA USE - lighting vendor', 'Unknown', 'Vacant' to 'Miscellaneous Use'
• [x] map 'Vocational/Trade School' to 'GED and Alternative High School Equivalency'

Keep the logic for assigning factype as is.

Questions for discussion:

• What's the distinction between 'Youth Centers, Literacy Programs, and Job Training Services' and other subgroups under 'Human Services'? Should ATTAIN LAB be under YOUTH CENTERS, LITERACY PROGRAMS, AND JOB TRAINING SERVICES?
• Should 'Case Management' map to 'Legal and Intervention Services'? Including Case Management - Seniors, Case Management /Child Welfare Program, and Case Management/ Referral Services?
• What should 'Computer Lab' map to?
• Should we rethink the facility subgroup 'YOUTH CENTERS, LITERACY PROGRAMS, AND JOB TRAINING SERVICES' and 'ADULT AND IMMIGRANT LITERACY'?

[mgraber]

@AmandaDoyle What is the distinction between job-related programs that in 'Workforce Development' and those in 'YOUTH CENTERS, LITERACY PROGRAMS, AND JOB TRAINING SERVICES'?

[AmandaDoyle]

@AmandaDoyle What is the distinction between job-related programs that in 'Workforce Development' and those in 'YOUTH CENTERS, LITERACY PROGRAMS, AND JOB TRAINING SERVICES'?

I'm not clear on the distinction myself. This is something we can workshop together tomorrow