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Filtering by: Department Digital Scholarship Center (DSC) Remove constraint Department: Digital Scholarship Center (DSC) Subject Economics Remove constraint Subject: Economics

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IRS Classification of Ohio Non-Profit Organizations

Type:

Dataset

Description/Abstract:

Each row in this dataset depicts a single non-profit organization (NPO), labeled by their Employer Identification Number (EIN). Each row contains the National Taxonomy of Exempt Entities (NTEE) code assigned to each NPO by the IRS (if any) and the official Essential/Non-Essential status connected to that NTEE code.

Creator/Author:

Jones, Michael and McCabe, Erin E.

Submitter:

Erin E. McCabe

Date Uploaded:

05/06/2021

Date Modified:

05/07/2021

Date Created:

2020-11-01

License:

Open Data Commons Public Domain Dedication and License (PDDL)
Hand Coded Essential Classification of Ohio Non-Profit Organizations

Type:

Dataset

Description/Abstract:

Each row of this dataset depicts a single Ohio-based non-profit organization (NPO) (identified by Employer Identification Number) and a hand-coded determination of their 'essential' status. This determination of essential status is guided by the official IRS definition and based strictly on the NPO's own mission statement and activities language supplied in their 2019 tax form.

Creator/Author:

Jones, Michael and McCabe, Erin E.

Submitter:

Erin E. McCabe

Date Uploaded:

05/06/2021

Date Modified:

05/06/2021

License:

Open Data Commons Public Domain Dedication and License (PDDL)
Topic Model Results of Ohio Non-Profit Organizations' Mission Language

Type:

Dataset

Description/Abstract:

This CSV file contains the topic distribution of each EIN as uncovered using six parallel Latent Dirichlet Allocation (LDA) Topic Models. Each row depicts a topic and topic-score associated with an Ohio NPO (identified by Employer Identification Number) generated from one model run. The sum of topic scores possible for every row associated with an EIN therefore will not exceed 6.0 (6 models x 100%) Topic scores below .01 (1%) are not included. Each topic from the models is further identified as Essential/Non-Essential by subject matter expert, Dr. Michael Jones, guided by the official IRS definition. The topic models are generated on unstructured text language from the mission statement and activities language taken from the 2019 tax forms of Ohio non-profit organizations.

Creator/Author:

McCabe, Erin E.

Submitter:

Erin E. McCabe

Date Uploaded:

05/06/2021

Date Modified:

09/20/2021

Date Created:

2020-10-03

License:

Open Data Commons Public Domain Dedication and License (PDDL)

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Type of Work

Dataset3

Creator/Author

McCabe, Erin E.3
Jones, Michael2

Subject

Economics[remove]3

College

Libraries3

Language

English1

Publisher

University of Cincinnati2
University of Cincinnati1

Date Created

2020-10-031
2020-11-011

Collections

Essential Nonprofits3

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