Habidatum Platform

Habidatum’s services are built around a powerful urban data platform capable of collecting, storing, processing and visualizing quantitative and qualitative urban data.

This platform makes an interaction with real-time data flows through the customized visualization interface possible.

Machine-learning technologies and the system of automated measurements make complex analytical support quick and easy.

The platform is created and supported by a group of highly professional and experienced urban specialists working globally for Habidatum.

Data analysis workflow

We assemble and fine-tune software, train algorithms, develop new visualization techniques and build analytical methodologies for processing of raw data into the deliverables for decision-makers: reports and dashboards, monitoring and alert systems, interactive analytical visualization interfaces with data sample export and customized report building functions.



Key advantages

Platform architecture

Ensuring flexibility

  • — Module-based structure
  • — Various deployment options
  • — Customized formats of deliverables



Dealing with space-time patterns

  • — Unique visualization technique
  • — Granular, but non-privacy-intrusive
  • — Multiple scales, angles and dimensions
  • — Brand new measurements for further use by analysts
    and decision-makers



Colliding layers of data

  • — Data integration requirements: time- and geotags available or possible to generate
  • — Underlying data science: machine-learning and human training
  • — Balancing temporal and spatial scales in real time
  • — Language agnostic text analysis: sentiment analysis,
    entity extraction, topic analysis, clustering



Interacting with data through analytical visualization

  • — Analytical visualization: intuitive visuals for analysis
  • — Visualization for considerable reduction in decision-making time
  • — Interactive visualization can be customized by the user
  • — Filtering: focus on target groups and locations



Professional interfaces transforming flows of spontaneous data into the ready-to-use system of indicators and visual patterns.

Alternative statistics
Benchmarking: consistent vs. deviant
Transportation system and road network optimization
Increasing neighborhood / customer satisfaction
Target audience for urban projects
Evaluation of the commercial power of a place
Time coordination
Alternative statistics
Indicators tailored from spontaneous data flows (social media posts, cell phone signals, sensor information) substituting for regular statistics.
Identifying manifestations of urban life in space and time (vernacular regions, daily routines, lifestyles and choices).
Benchmarking: consistent vs. deviant
Real-time monitoring, impact analysis, risk assessment.
Transportation system and road network optimization
Measuring connectivity and accessibility; identifying network deficiencies; estimating economic value of urban infrastructure projects.
Increasing neighborhood / customer satisfaction
Sentiment / behavioral analysis associated with various groups of population, topics and localities; neighborhood satisfaction indexes.
Target audience for urban projects
Identifying and monitoring behavioral patterns affecting the efficiency and effectiveness of urban projects.
Evaluation of the commercial power of a place
Crossing behavioral patterns with flows and transactions.
Time coordination
Time-sharing solutions for congested and over-priced areas.
Urban data platform helping professionals to analyze,
measure and manage dynamic urban communities.