DATA NUTRITION PROJECT INC

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Financial Vulnerability Assessment (Tuckman-Chang)

4 risk indicators measuring financial stability and operational resilience

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Financial Trends

Organization Details

Formation Year

2019

Legal Domicile

Principal Officer

Kasia Chmieliniski

Phone

6467504953

Tax Period

2024-01-01 to 2024-12-31

DATA NUTRITION PROJECT INC, founded in 2019, is a small nonprofit in the Public & Societal Benefit sector that reported $207K in total revenue in fiscal year 2024. Revenue surged 54% from the prior year, signaling strong growth momentum.

Mission

The Data Nutrition Project creates dataset quality standards and fosters conversations around the topics of responsible data creation and use. Our belief is that deeper transparency into dataset health can lead to better data decisions, which in turn lead to better Al. Founded in 2018 through the Assembly Program at the Berkman Klein Center at Harvard University, our research team takes inspiration from nutritional labels on food, aiming to build labels that highlight the key ingredients in a dataset. Examples include metadata and populations, unique or anomalous features regarding distributions, missing data, and comparisons to other 'ground truth' datasets.

Program Service Accomplishments

Program 1

Expenses: $46,793 Revenue: $0

Our label maker, designed to empower data scientists to make Dataset Nutrition Labels, drew in more than 100 new users, and led to the submission of over 120 new labels on datasets. Many of these...

Our label maker, designed to empower data scientists to make Dataset Nutrition Labels, drew in more than 100 new users, and led to the submission of over 120 new labels on datasets. Many of these were submitted by university students learning about Data Quality.

Program 2

Expenses: $60,000 Revenue: $0

Contributed to the creation of 3 new videos educating data scientists on the benefits of data quality through use case exploration. Also, we constructed a new curriculum on AI demystification...

Contributed to the creation of 3 new videos educating data scientists on the benefits of data quality through use case exploration. Also, we constructed a new curriculum on AI demystification designed for municipal employees.

Program 3

Expenses: $103,301 Revenue: $0

Continue to create dataset quality standards and fosters conversations around the topics of responsible data creation and use.

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Trantor Score

Financial Health Score (300–850) · Liquidity · Solvency · Sustainability · Efficiency

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Liquidity (40%) • Solvency (30%) • Sustainability (20%) • Efficiency (10%)

Financial Overview (2024)

Revenue Breakdown

Contributions & Grants $206,671

Program Service Revenue $0

Investment Income $263

Other Revenue $0

TOTAL REVENUE $206,934

Expense Breakdown

Grants Paid $0

Salaries & Benefits $0

Fundraising Expenses $0

Program Expenses $210,094

Other Expenses $213,384

TOTAL EXPENSES $213,384

Year-over-Year Comparison

	2024	2023	Change
Revenue	$206,934	$134,500	+0.5%
Expenses	$213,384	$50,901	+3.2%
Net Income	$-6,450	$83,599	-1.1%

Key Indicators

✗ Grants to Organizations ✗ Grants to Individuals ✗ Lobbying ✗ Political Activity ✗ Foreign Activities ✗ Donor Advised Fund ✓ Schedule B Required

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Financial Health Indicators

Comprehensive financial analysis: Altman Z-Score, liquidity, solvency, sustainability, efficiency, and growth metrics

Financial Distress Indicator

Liquidity & Cash Position

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Altman Z-Score • Liquidity Ratios • Solvency Analysis • Growth Indicators • Efficiency Metrics

Governance

Voting Members

Independent Members

Employees

N/A

Volunteers

N/A

Governance Policies

✓ Conflict of Interest Policy

✓ Whistleblower Policy

✓ Document Retention Policy

Special Practices & Reported Activities

✗ Operated a School

✗ Operated a Hospital

✗ Provided First Class Travel

✗ Reported Conflict of Interest

✗ Reported Asset Diversion

✗ Excess Benefit Transaction

✗ Made Political Expenditures

✗ Engaged in Lobbying

✗ Operated Donor Advised Fund

✗ Maintained Art Collections

✗ Filed Form 720

Compensation of Officers, Directors & Key Employees

Total Officers

Total Directors

Key Employees

Highest Compensated

reported

Name	Title	Hours/Week	Role	Reportable Comp	Other Comp	Total
Mary Gray	President	2	Director	$0	$0	$0
Jessica Larkin Fjeld	Secretary	2	Director	$0	$0	$0
Joshua Joseph	Treasurer	2	Director	$0	$0	$0

Note: Compensation data is self-reported by the organization on their Form 990. "Reportable Comp" includes salary, bonuses, and other reportable compensation from the organization and related organizations. "Other Comp" includes benefits, deferred compensation, and non-taxable benefits.

Historical Data

Year	Revenue	Expenses	Assets	Net Income
2024	$206,934	$213,384	$99,509	$-6,450