Unlock the Power of City Analytics with OUR SaaS Solutions
The digital twin of the city is
A system for managing territorial development based on estimates and forecasts. It links the dynamics of basic and target indicators in time, space and sectors. The system is built from top to bottom - from the goals of territorial development to individual objects and subjects. Detailed indicators ensure the integrity of management decision parameters and are implemented through standard territorial management mechanisms.
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Providing subscriptions to data on the socio-economic development of territories
Infrastructure Monitoring and Management
Monitoring and risk management
Production capacity analysis and planning
Developing software to improve the efficiency and effectiveness of management decisions
Evaluation of investments in the development and reconstruction of fixed assets
Improving management and decision support systems
Forecasting the socio-economic development of territories using mathematical models
What kind of problems does it solve?
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COMPREHENSIVE CITY OVERVIEW
The most essential urban analytics features for business investors and city managers in one place
Choose any indicator for any settlement on our map to see how things go – and how they will go if nothing changes. Compare cities, industries and different development scenarios between one another – find out existing bottlenecks and opportunities for investment. You can also download all the data you view for your own analysis
What we offer
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unique city model to evaluate your projects
You can assess a city as a system of linked indicators. Models are explicitly adjusted for each location. Evaluate the impact of changing indicators and quantify the changes on others. This will help you to make more informed decisions and find places to optimise your project.
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Smart Search on Our City Analysis Service
Find the most relevant information about any city with our smart search tab. Our advanced algorithms quickly sift through vast amounts of data to provide you with up-to-date insights on demographics, economy, housing, education, and more. Whether you're a researcher, policymaker, or just curious about urban life, our smart search tab is the perfect tool for gaining valuable insights.
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USER-FRIENDLY VISUALIZATIONS
Our visualisation techniques are designed specifically to make you feel comfortable quickly understanding complex data sets and making better decisions. You can download any graph in a convenient format and embed it in your reports, articles and presentations
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REAL-TIME, HISTORICAL, PROJECTION DATA - ALL UNITED
We collect and process data from all municipal levels in multiple countries. We identify trends and make projections . Our data provides you with valuable insights into trends and patterns to help you make better decisions. You can download them at any time in excel format
Learn more about the data processing pipeline
The pipeline is designed to collect, process and analyse data on urban development using mathematical models. The data preparation pipeline is a continuous data processing system.
It ensures transparency and traceability of data at each stage of processing, as well as integrity and completeness of output indicators.
The pipeline also corresponds to balance ratios and is used to prepare management decisions aimed at achieving the target state.
It ensures transparency and traceability of data at each stage of processing, as well as integrity and completeness of output indicators.
The pipeline also corresponds to balance ratios and is used to prepare management decisions aimed at achieving the target state.
Everything is connected. Any change inevitably leads to others with some consequences being so obscure that traditional methods of strategic planning overlook them entirely.
By making the Digital Twins of cities – models where city growth indicators are tied with analytical algorithms and each other in a cohesive interconnected whole – we aim to significantly improve city forecasts and, therefore, the quality of decision making.
By making the Digital Twins of cities – models where city growth indicators are tied with analytical algorithms and each other in a cohesive interconnected whole – we aim to significantly improve city forecasts and, therefore, the quality of decision making.
Elucidated solutions for |
Interrelations and intergrity
SERVICE INFORMATION
DATA USED
indicators
countries
Time series
LOCALITIES
19 GB
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4 M
5 k
Find out where the data comes from so you can make informed decisions and have confidence in the reliability and accuracy of the information.
Best policy is the policy based on hard evidence. To get required indicators we are aggregating official open data sources (Eurostat, OECD, UNdata, state/municipal data portals).
Reliable data sources
After cleaning, checking and unifying collected sets we calculate synthetic values needed for analysis.
We have rich experience in dealing with raw data and so we know how to handle deficiency, inconsistencies and missing variables.
We have rich experience in dealing with raw data and so we know how to handle deficiency, inconsistencies and missing variables.
Comprehensive datasets
Where does data come from?
MODEL LIST
The CDG software includes a database for storing structured data, as well as a flat data storage system unified into a single pipeline with data preparation, model calculation, and data output functions.
Development Scenarios: 10
Indicators: 494
Sectors: 128
Time Series: 91 M
Territories: 25 k
The CDG software includes a database for storing structured data, as well as a flat data storage system unified into a single pipeline with data preparation, model calculation, and data output functions.
Development Scenarios: 10
Indicators: 494
Sectors: 128
Time Series: 91 M
Territories: 25 k
Mathematical models are tools that help us understand and solve problems in various fields. They can be built using a combination of physical principles and mathematical equations, as well as the results of research in such areas as economics or energy. Advanced techniques such as neural networks and deep learning are also used to find the most effective solutions to complex problems. All models are integrated into a comprehensive city model.
MATHEMATICAL MODELS FOR PROBLEM SOLVING
City Development Simulator — Assessment of the impact of investment projects on urban development.
Demographic Model — Forecasting population dynamics, birth rates, mortality and migration.
Socio-economic Model of National Goals — Scenario forecasting of income/expenditure and quality of life.
City Model — A comprehensive and dynamic representation of the current and future state of the city. A digital platform that integrates various data sources and models, providing a holistic view of economic, social, infrastructure and environmental aspects of the city.
Demographic Model — Forecasting population dynamics, birth rates, mortality and migration.
Socio-economic Model of National Goals — Scenario forecasting of income/expenditure and quality of life.
City Model — A comprehensive and dynamic representation of the current and future state of the city. A digital platform that integrates various data sources and models, providing a holistic view of economic, social, infrastructure and environmental aspects of the city.
Input-Output Balance and Supply-Demand Models — Assessment of deficits/surpluses, export-import, output-costs, capacity-load. Evaluation of government regulation efficiency.
Agglomeration Model and Inter-territorial Balance Models — Assessment of commuter migration, infrastructure load and demand, transport development planning.
Transport-Economic Balance — Assessment and forecast of the transport sector, directions for improving economic efficiency of public transport.
Fuel-Energy Balance — Assessment and forecast of fuel and energy resource supply/demand, investment planning parameters.
Accounts Receivable for Utility Resources — Assessment of causes of receivables growth, reduction of growth rates.
Risk Calculation for Territorial Resource Supply — Distribution of heat supply guarantee risks, assessment of probable losses in water supply, sewerage and heat supply systems.
Agglomeration Model and Inter-territorial Balance Models — Assessment of commuter migration, infrastructure load and demand, transport development planning.
Transport-Economic Balance — Assessment and forecast of the transport sector, directions for improving economic efficiency of public transport.
Fuel-Energy Balance — Assessment and forecast of fuel and energy resource supply/demand, investment planning parameters.
Accounts Receivable for Utility Resources — Assessment of causes of receivables growth, reduction of growth rates.
Risk Calculation for Territorial Resource Supply — Distribution of heat supply guarantee risks, assessment of probable losses in water supply, sewerage and heat supply systems.
Heat Supply, Water Supply and Drainage Model — Development of optimal operational regimes and programs, reduction of costs for maintaining target indoor temperatures.
Pipeline Destruction Assessment — Assessment of safe operation periods and conditions for utility network pipelines, reduction of accident rates and network ownership costs.
Optimization of Less-than-Truckload Cargo Transport — Reduction of transportation costs within given delivery time constraints.
Pipeline Destruction Assessment — Assessment of safe operation periods and conditions for utility network pipelines, reduction of accident rates and network ownership costs.
Optimization of Less-than-Truckload Cargo Transport — Reduction of transportation costs within given delivery time constraints.
USERS AND THEIR GOALS
City Administration Leadership
Goals: Population growth and prosperity of the city, long-term territorial development planning, optimal budget allocation across city programs and infrastructure.
City & Bank Planning and Analytics Services
Goals: Collection and systematization of socio-economic statistics, identification of bottlenecks hindering development, assessment of investment potential by sector and project.
Developer Planning and Analytics Services
Goals: Assessment of territorial development prospects, evaluation of investment potential for territory and project, maximization of project returns and profit optimization.
City Administration Leadership
Goals: Population growth and prosperity of the city, long-term territorial development planning, optimal budget allocation across city programs and infrastructure.
City & Bank Planning and Analytics Services
Goals: Collection and systematization of socio-economic statistics, identification of bottlenecks hindering development, assessment of investment potential by sector and project.
Developer Planning and Analytics Services
Goals: Assessment of territorial development prospects, evaluation of investment potential for territory and project, maximization of project returns and profit optimization.
SOFTWARE FUNCTIONS
01 — City Monitoring
Monitoring of territorial development includes collection of source data from open sources, processing and analysis, and alignment with the city's reference system of indicators and measurements.
02 — Analysis and Identification of Bottlenecks
Efficiency, reliability and safety analysis of the city. Identification of obstacles to indicator growth. Comparative analysis of city development indicators to determine growth potential.
03 — Scenario Evaluation of Management Decisions
Assessment of socio-economic consequences of management decisions (e.g. investment projects, programs, schemes and budget decisions) within a territorial approach and minimum information required to form the decision passport.
04 — Preparation of Optimal Decisions
Optimization of high-level parameters and management decision programs. Formation of decision portfolios to maximize results at limited costs.
USER SCENARIOS
The site-dashboard provides a map of cities accompanied by facts, infrastructure object information and development charts. Data search is performed through a search bar. Users can explore demographic indicators, inter-sectoral and inter-regional balances, historical project data, compare regions and conduct "what-if" analysis for optimal decision-making. Generated charts and data can be saved.
01 — City Monitoring
Monitoring of territorial development includes collection of source data from open sources, processing and analysis, and alignment with the city's reference system of indicators and measurements.
02 — Analysis and Identification of Bottlenecks
Efficiency, reliability and safety analysis of the city. Identification of obstacles to indicator growth. Comparative analysis of city development indicators to determine growth potential.
03 — Scenario Evaluation of Management Decisions
Assessment of socio-economic consequences of management decisions (e.g. investment projects, programs, schemes and budget decisions) within a territorial approach and minimum information required to form the decision passport.
04 — Preparation of Optimal Decisions
Optimization of high-level parameters and management decision programs. Formation of decision portfolios to maximize results at limited costs.
USER SCENARIOS
The site-dashboard provides a map of cities accompanied by facts, infrastructure object information and development charts. Data search is performed through a search bar. Users can explore demographic indicators, inter-sectoral and inter-regional balances, historical project data, compare regions and conduct "what-if" analysis for optimal decision-making. Generated charts and data can be saved.
PROJECT EXAMPLES
Geo-Analytics System for a Major Investment Fund
We developed a geo-analytics system aimed at identifying investment potential across territories. The system provides comprehensive spatial analysis of socio-economic indicators for investment decision-making.
Digital Twin of an Investment Portfolio
A forecasting service that helps investors find optimal strategies for dividend distribution and capital turnover, identify operational inefficiencies and investment opportunities across multiple territories.
Digital Twin of Production
An interactive analytics platform for analysis of production bottlenecks, providing real-time insights into manufacturing processes, capacity utilization and optimization opportunities.
If we don't yet have a model for your task, we will develop it and find the optimal solution, providing an evidence base.
DATABASE AND WEB SERVICES
PgAdmin Web Interface — for database administration. Allows administering the DB, creating and running queries, manipulating data. Requires database knowledge.
REST API — Allows querying the DB with necessary conditions, response in JSON format. Enables updating and modifying data from command line. Requires knowledge of REST API syntax.
Swagger UI — API resource and data interaction method visualization. A technical interface for technical support or customers with high data requirements. Enables testing of data availability, methods and access rights.
Geo-Analytics System for a Major Investment Fund
We developed a geo-analytics system aimed at identifying investment potential across territories. The system provides comprehensive spatial analysis of socio-economic indicators for investment decision-making.
Digital Twin of an Investment Portfolio
A forecasting service that helps investors find optimal strategies for dividend distribution and capital turnover, identify operational inefficiencies and investment opportunities across multiple territories.
Digital Twin of Production
An interactive analytics platform for analysis of production bottlenecks, providing real-time insights into manufacturing processes, capacity utilization and optimization opportunities.
If we don't yet have a model for your task, we will develop it and find the optimal solution, providing an evidence base.
DATABASE AND WEB SERVICES
PgAdmin Web Interface — for database administration. Allows administering the DB, creating and running queries, manipulating data. Requires database knowledge.
REST API — Allows querying the DB with necessary conditions, response in JSON format. Enables updating and modifying data from command line. Requires knowledge of REST API syntax.
Swagger UI — API resource and data interaction method visualization. A technical interface for technical support or customers with high data requirements. Enables testing of data availability, methods and access rights.
DEPLOYMENT ARCHITECTURE
The user interface is an interactive web page/dashboard that optionally includes a city map, various chart types, tabular data, and a settings panel.
Contains dedicated dashboards for specific tasks. Examples: Smart City Panel, City Ecology, Fuel-Energy Balances, Financial Calculator, Production Flows.
The user interface is an interactive web page/dashboard that optionally includes a city map, various chart types, tabular data, and a settings panel.
Contains dedicated dashboards for specific tasks. Examples: Smart City Panel, City Ecology, Fuel-Energy Balances, Financial Calculator, Production Flows.
We offer you cooperation to improve the quality of service and solve social and economic problems of your location
You’d like to attract attention to your town or village – make it visible for other people and companies? Or do you believe our data to be inaccurate because it diverges from your local sources?
Eliminate inaccuracies
Or maybe you are a data supplier, who would like to contribute into solving commercial and social problems? Or a data journalist, whose interests lie in urban and municipal development?
Additions
Partnership
CONTACT US
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