Social Data Atlas EQUILIBRIUM

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The material describes an architecture for observing, understanding and developing society through data, connections, decisions and measurable impact.

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EQUILIBRIUM

The Social Data Atlas is a digital system that combines information about people, families, territories, organizations, infrastructure, initiatives, resources, risks and outcomes into a single verifiable model of social reality. Its task is not just to store statistics, but to give grounds for decisions: where intervention is required, what resources are already available, who is able to act, what measures give results and how the quality of life changes.

System document • 2026

1. The Atlas Mission

The mission of Atlas is to create a single language of social data and move from disparate departmental datasets to a holistic picture of society, in which not only problems but also the potential for development are visible.

see the social reality at the level of the country, region, municipality, territory, community and project;
Compare the needs of the population with the infrastructure, financing, competencies and existing programs;
Identify risk areas prior to a crisis;
measure the effectiveness of social projects and government measures;
to form an evidence base for NGOs, business, authorities, development institutions and citizens;
support the design of new social services and targeted solutions.

2. The main principle: from statistics to the system of actions

Ordinary statistics answer the question "what happened?". The Atlas should answer six questions at once: what is happening, where, with whom, why, what resources are available and what action will have the greatest effect.

Level	Question	Result
Observation	What's going on now?	Events, indicators, dynamics
Diagnostics	Where is the deviation and who has a problem?	Risk and Vulnerability Map
Causality	What factors are related to the situation?	Hypotheses and causal relationships
Resources	Who and what can influence?	Map of organizations, programs, finance, infrastructure
Decision	Which action is preferable?	Scenario of intervention
Evaluation	Has the state changed after the action?	Measurable social impact

3. Objects of social model

The core of the Atlas is built not around one registry, but around interconnected objects. Each object receives a unique identifier, a set of attributes, sources of confirmation, territorial binding and connections with other objects.

Object	What we describe	Key connections
Person	socio-demographic and life parameters in an impersonal/legal contour	family, services, education, work, territory
Family / Household	composition, living conditions, load, access to services	housing, income, support measures
Territory	population, environment, infrastructure, risks, events	organizations, projects, facilities, indicators
Organization	NPO, institution, enterprise, foundation, community	projects, people, resources, partnerships
Project / Program	purpose, task force, budget, activities, KPI	organizations, territories, results
Resource	finance, premises, equipment, competences, volunteers	projects, organizations, needs
Need	deficit, problem, request, risk	target group, territory, project
Event	change, crisis, event, appeal, intervention	time, place, participants, consequences
Result	output, effect, change of state	project, indicator, territory, group

4. 19 layers of the Social Data Atlas

№	Layer	Contents
01	Demography	number, age, migration, household structure
02	Income and welfare	income, expenditure, poverty, debt burden
03	Employment and work	employment, professions, vacancies, unemployment, cooperation
04	Education	accessibility, trajectories, competencies, additional education
05	Health and Well-being	accessibility of infrastructure, prevention, social determinants
06	Family and childhood	family support, children, parenthood, family infrastructure
07	The older generation	active longevity, care, employment, accessibility of the environment
08	Inclusion and accessibility	barriers, special services, accessible environment
09	Housing and environment	housing, improvement, public accessibility
10	Security	social risks, emergency events, prevention
11	Culture and identity	institutions, participation, heritage, local communities
12	Sport and activity	facilities, availability, participation, mass programs
13	Civic activity	NGOs, volunteering, initiatives, self-organization
14	Social services	suppliers, capacities, queues, quality, result
15	Digital accessibility	communication, digital services, skills, digital divide
16	Environment and health	Environmental quality and social impacts
17	Social economy	social entrepreneurship, cooperation, employment, procurement
18	Financing for development	budgets, grants, donations, investments, PPA
19	Social impact	outputs, results, sustainability, change in quality of life

5. Unified Register of NGOs and Social Initiatives

To work with the NGO ecosystem, Atlas should not become a copy of the catalog of organizations, but a “living passport” of the territory’s ability to solve social problems.

NGO passport: legal status, directions, geography, team, competencies, experience;
portfolio of projects: goals, groups, budgets, calendar, results, partners;
Sources of funding and history of support;
material and intangible resources;
proven practices and replicable solutions;
needs of the NGO itself: financing, premises, personnel, IT, partners;
reputation and evidence profile: reporting, transparency, confirmed results.

6. Indicators: three-tier system

Level	Meaning	Examples
A. Status	What Happens to Society and Territory	employment, access to services, migration balance
B. Actions	What the system does	Programme coverage, number of services, resources, partnerships
C. Effect	What has changed as a result of action	increasing independence, reducing the deficit, improving accessibility

For each indicator are fixed: definition, formula, unit of measure, source, periodicity, geography, acceptable level of data quality, owner, limitations of use and connection with development goals.

7. Map of social needs

The need should be an independent object of data, and not just the text of the appeal. This allows you to aggregate requests, compare them with the offer and automatically find deficits.

Parameter of need	Description
Type	services, infrastructure, financing, employment, education, assistance, security, etc.
Mediator	person, group, community, organization, territory
Geography	location, address, municipality, region
Intensity	The extent and depth of the deficit
Urgency	Normal / High / Critical
Confirmation	official data, appeals, survey, expert assessment
Possible solutions	existing programmes, implementers, resources, new initiative

8. Map of resources and opportunities

Atlas should show not only "where is bad", but also "what is already there". The resource card turns social analytics into an operating system of cooperation.

financial resources: budgets, grants, donations, social investments, targeted programs;
infrastructure: premises, centers, sports and cultural facilities, transport, digital sites;
human capital: specialists, mentors, volunteers, experts;
organizational resource: NGOs, institutions, business, initiative groups;
technologies and data: digital services, platforms, methods, educational products;
Time and availability of the resource: when it is free and under what conditions it can be used.

9. Hypergraph of social connections

The basic form of Atlas presentation is the hypergraph. Nodes represent people, organizations, projects, territories, resources, needs, and indicators; connections show participation, funding, impact, service delivery, partnership, affiliation, and cause-and-effect relationships.

This approach allows you to see not separate tables, but the configuration of the social system: who is associated with whom, where overload occurs, which organizations are centers of trust, which resources are isolated and which projects are able to cover several needs at the same time.

10. Social passport of the territory

Passport Block	What includes
People	population structure, groups, dynamics
Quality of life	Key social indicators
Needs	Deficits and risks
Infrastructure	facilities and capacities
Organizations	NPOs, institutions, businesses, communities
Projects	Current and planned initiatives
Resources	finance, personnel, premises, technology
Events	Significant changes and treatment
Effect	Programme results and dynamics
Forecast	scenarios for 1/3/5 years

11. Analytical regimes

Deficit map - where the need exceeds the available resource.
Coverage map - which groups and territories receive services and which fall out.
Map of cooperation - who is already working on the topic and with whom it makes sense to unite.
Efficiency map - what practices give a measurable result per unit of resource.
Risk maps are early signs of a worsening situation.
Map of potential — unused assets of the territory and social capital.
Scenario mode - a forecast of the consequences of various management decisions.
Single window mode - selection of projects, programs and performers for a specific need.

12. Not as an analysis, but as a navigation

A uniform rating of territories or organizations is allowed only as the top navigation layer. Decomposing indicators and evidence should remain at the core. Otherwise, the complex social reality turns into a dispute about a singular number.

Index	Purpose
Social Welfare Index	General condition of the Territory
Accessibility Index	Access to key services and infrastructure
Social activity index	density of initiatives, NGOs, volunteering, participation
Resource security index	Availability and availability of resources
Vulnerability index	A combination of risk factors
Proven Effect Index	Effectiveness of programmes and projects
Cooperation index	Connectivity of participants and cross-sectoral partnerships

13. Data and trust contour

The Atlas should distinguish between published data, departmental data, organization data, user signals, and analytical findings. It is important for each fact to maintain the origin and level of trust.

Source class	Examples	Monitoring
Official registries	state statistics, registers, open data	source ID, date of update
Organizational data	Reporting by NGOs and institutions	verification, documents, responsible
Project data	activities, budgets, KPI	Primary evidence
Messages and Signals	citizens' requests, community messages	anti-duplication, moderation, geo-binding
Research	surveys, monitoring, expert assessments	Methodology and sampling
Estimates	indices, forecasts, models	version of the formula, calculation date, explicability

14. The rules of responsible work with data

privacy by design: personal data should not become a public layer of the Atlas;
Minimization: only the data required for a specific social task is collected;
separation of identification, analytical and public contours;
access control by roles and logging actions;
Depersonalization and aggregation for public cards;
the right to correct erroneous data in cases stipulated by law;
transparency of calculation methods and origin of indicators;
banning the automatic adoption of high-value decisions only on the basis of an opaque rating.

15. Integration layer

The Atlas is designed as a supersystem, not another closed base. Its key function is to connect external registers, platforms and information systems through API and a single object dictionary.

Integration circuit	Function
State systems	official indicators, support measures, infrastructure
the NGO Platform	organizations, projects, practices, support requests
Grant Systems	competitions, applications, financing, results
Municipal and regional IP	local infrastructure, appeals, programs
SFERA	initiatives, communities, events, cooperation
ECO-PPA	resource and project contours, risk prevention
SPECZASHCHITA	performers, cooperation, pilots, production circuit
EQUILIBRIUM	analytics, hypergraph, prediction, scenarios and results control

16. Platform architecture

Layer 1 - data sources and connectors;
Layer 2 - single data model and identifiers;
Layer 3 - a repository of facts and time series;
Layer 4 - graph of connections and ontology;
Layer 5 - quality, verification and origin of data;
Layer 6 - analytics, indices and models;
Layer 7 - cards, dashboards and social passports;
Layer 8 - design and cooperation contour;
Layer 9 - API for external services;
Layer 10 - Access management, security and audit.

17. User Roles

Role	What Gets
Citizen	public card, available services, projects, opportunities for participation
NPO	organization passport, territory analytics, partners, grants and needs
Municipality	Single social passport and deficit card
Region	comparison of territories, programs and dynamics
Federal level	single monitoring, scenarios, interregional imbalances
Business	social investment points and partnership projects
Foundation / Development Institute	the Initiatives funnel, evidence check and effect
Researcher	anonymized data, methods and time series
Operator EQUILIBRIUM	cross-cutting model of connections, risks, resources and solutions

18. Minimum viable product (MVP)

The first launch should not attempt to cover the entire country and all the data. One region or group of municipalities and five interconnected registries are sufficient.

MVP should be able to: show the map; open the passport of the territory; find an organization or project; compare the need with the resource; form a project card; build a basic dashboard; upload an analytical note.

19. Pilot "Atlas of NGOs and social activity"

The practical first module can be deployed around existing NPO platforms. Instead of competing with them, Atlas receives cataloguing from them and complements it with analytics, connectivity, and result measurement.

Stage	Result
1. Inventory	Map of platforms, registries and open data sets
2. Normalization	common fields of organization, project, territory and result
3. Loading the pilot	500–5000 organizations of one/several territories
4. Contacts	topics, partnerships, financing, projects, territories
5. Requirements	Collection of requests from NGOs and territories
6. Analytics	map of density, gaps, specializations, resources
7. Cooperation	Finding partners and collecting project consortia
8. Effect	Single minimum standard for reporting results

20. 20 Atlas Key Screens

1. Main country map
2. Passport of the region
3. Passport of the municipality
4. Map of NGOs
5. NPO Card
6. Project Map
7. Project Card
8. Map of needs
9. Need card
10. Resource map
11. Resource card
12. Infrastructure map
13. Map of social risks
14. Dashboard Quality of Life
15. Dashboard Grants and Funding
16. Partnerships graph
17. The Consortium Designer
18. Scenario forecast
19. Monitoring of social impact
20. Center for Reports and Analytical Notes

21. Management cycle

Atlas becomes a work system only when data is locked into a regular management cycle.

Step	Action
1	Collect and update data
2	Identifying a change or deficit
3	Identify the target group and territory
4	Identify causes and related factors
5	Compare available resources and performers
6	Create a project solution
7	Assign Result Indicators
8	Run Execution
9	Measure changes
10	Maintain practice and scale with proven effect

22. EQUILIBRIUM As an analytical core

In the EQUILIBRIUM architecture, the Social Data Atlas is the outline of the observed social reality. It gives the system the actual basis for hypergraphing, forecasting, and decision design. SFERA provides a space for initiatives and participation; ECO-PPA provides a mechanism for resource concentration and threat prevention; and SPECZASHCHITA provides a cooperative execution circuit. The Atlas links all four elements through a single evidence-based data model.

23. What counts as success

data from different sources are comparable and have a clear origin;
For each territory, simultaneously visible needs, resources and performers;
NGOs and projects can be found not only by name, but by the ability to solve a specific task;
the manager sees not only expenses and activities, but a change in state;
the project can be traced from the problem to the resource, action, result and evidence;
Best practices become replicable, and repeated failures become visible.
The system helps to make decisions faster, more accurately and with less manual reconciliation.

24. Roadmap for deployment

Phase	Contents	Key result
0. Design	ontology, dictionary, data policy, architecture	Technical and methodological specification
1. MVP	5 registers, 1 pilot territory, base maps	working prototype
2. Pilot of NPO	integration of catalogues and project data	Map of social activity
3. Social passport	indicators, needs, infrastructure	Unified Territory Profile
4. Cooperation	search for resources, partners, consortiums gathering	Project Action Outline
5. Effect	Results metrics and evidence	Performance assessment
6. Forecast	risks, scenarios, early warning	Analytical Core EQUILIBRIUM
7. Scaling	Interregional and Federal Integration	the National Atlas of Social Data

25. Final formula

DATA → RELATIONS → UNDERSTANDING → SOLUTION → ACTION → MEASURABLE EFFECT

The Social Data Atlas is not another portal or another registry. It is an infrastructure of public knowledge: a single environment in which the state of society becomes observable, resources visible, initiatives comparable, results demonstrable, and development manageable.

Annex. Minimum social object card

Field	Purpose
object_id	stable unique identifier
object_type	Type of ontology object
name	Normalized name
description	Brief and informative description
geo_id	territorial binding
time_from / time_to	Period of fact
source_id	Data source
evidence_id	proof/primary document
confidence	Level of trust
owner	Responsible for data
relations	Connection with other objects
metrics	indicators and values
access_class	Access Class
updated_at	date of last update

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ATLAS SOCIAL DATA Architecture of observation, understanding and development of society EQUILIBRIUMAtlas_social_data_EQUILIBRIUM_presentation.pptx · web text

DATA → RELATIONS → UNDERSTANDING → SOLUTION → ACTION → MEASURABLE EFFECT

1. Why do we need Atlas?

From scattered statistics to a holistic social picture

• Unified language of social data for the state, NGOs, business and citizens.

• Simultaneous display of problems, resources, performers and results.

• Early identification of social risks prior to transition to crisis.

• Evidence-based assessment of social projects and government measures.

• Support for targeted solutions and design of new services.

2. Atlas answers six questions

The main transition: from the description of the past to the system of actions

What's going on?

Where?

With who?

Why not?

What resources are available?

What action will produce the result?

3. 19 layers of social reality

Atlas is not built around one base, but around interconnected layers

1. Population

2. Families

3. Health

4. Education

5. Revenues

6. Employment

7. Housing

8. Culture

9. Sport

10. Young people

11. The older generation

12. Inclusion

13. Security

14. Ecology

15. Mobility

16. NPO

17. Social projects

18. Resources

19. The social effect

4. Unified Register of NGOs and Initiatives

Not a directory of organizations, but a map of the territory’s ability to solve problems

• NPO passport: status, team, geography, competence, experience.

• Project portfolio: goals, groups, budgets, partners, results.

• Funding and support history.

• Material and intangible resources.

• Needs of the NGO itself: personnel, premises, IT, partners, financing.

• Evidence profile: transparency, reporting, confirmed effect.

5. Needs map + resource map

Social analytics becomes an operational system of cooperation

NEEDS

RESOURCES

• type of problem

• Task Force

• geography

• urgency

• scale

• Confirmation

• Finance

• infrastructure

• specialists

• NPOs and Institutions

• Technologies and Data

• availability in time

6. Hypergraph of social connections

Basic Atlas presentation form

NPO

RESOURCES

PEOPLE

PROJECT

TERRITORIES

NEEDS

INDICATORS

7. Social passport of the territory

One screen for manager, NPO, investor and analyst

State of population

Key risks

Needs

Infrastructure

NPOs and performers

Financing

Dynamics of indicators

Projects and effect

8. Analytical regimes

Atlas should show not only "what is", but also "what to do"

Deficit map

Coverage map

Map of cooperation

Performance Map

Risk map

Capacity map

Scenario mode

One Solution Window

9. Platform architecture

10 Technology Layers

1. Sources and connectors

2. Unified data model

3. The Fact Depository

4. Count and Ontology

5. Quality and Origin

6. Analytics and Models

7. Cards and Dashboards

8. Project outline

9. API external services

10. Security and audit

10. The contour of trust and responsible work with data

Atlas should be useful without becoming a system of total observation

• Privacy by design and minimization of collected data.

• Separation of identification, analytical and public contours.

• Depersonalization and aggregation for public cards.

• Role access and logging actions.

• Transparent origin of data and calculation methods.

• No high-value decisions on an opaque rating only.

11. MVP: first working circuit

One region / group of municipalities + 5 Interconnected registries

NGOs and social organizations

Social projects

Needs and challenges

Resources and infrastructure

Indicators and results

• Territory map

• NPO/project search

• Comparison of need and resource

• Project Card

• Basic Dashboard Effect

12. 20 key screens

The Atlas interface should guide the user from the map to the solution

1. Main map

2. Passport of the region

3. Passport of the municipality

4. Map of NGOs

5. NPO Card

6. Project Map

7. Project Card

8. Map of needs

9. Need card

10. Resource map

11. Infrastructure

12. Social risks

13. Quality of life

14. Grants and funding

15. Partnerships graph

16. The Consortium Designer

17. Scenario forecast

18. Effect monitoring

19. Reporting Center

20. Search for solutions

13. Roadmap for deployment

From the pilot of NGOs to the national social infrastructure

Pilot

Connectivity

Analysis

Scaling