Data-Driven Website for Benchmarking Infrastructure Development
Keshif created data and web solutions for the World Bank’s Benchmarking Infrastructure Development project. Our solutions enable automated data collection and rich and visual access to detailed analysis on national regulations and practices for infrastructure projects at a country and global level.
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Impact
The Benchmarking Infrastructure Development report offers regulatory and practice assessments for infrastructure projects across countries using a large-scale survey of experts. Using our solution, policymakers, businesses, and practitioners can quickly access the latest legal framework overviews and best practices for the development of new public infrastructures. In-depth information for each country supports localized decision making. Global statistical overviews help practitioners identify strengths and gaps across countries, regions, and income groups.
140
COUNTRIES
400+
QUESTIONS
15k+
RESPONSES COLLECTED
28
THEMATIC DASHBOARDS
Visual Exploration & Discovery
Discover our techImmediately access global trends and country snapshots with scores across multiple thematics within the landing page.
View country profiles with at-a-glance charts that reveal the rich, multi-level information in a digestible and easy to navigate format reflecting project methodology details.
Compare across regions and income groups at a global level using average thematic scores.
Access to question-level data across countries, and visually spot regional trends and capacities across countries, along with access to aggregate statistical analysis
Perform cross tabular analysis and exploration of data via in-depth analytic dashboards in an internal portal
Services
View our servicesVisual Data Analytics and Dashboarding
We created thematic and explorative dashboards that match the project’s scoring methodology and enable authoring for in-depth internal analysis of the data.
Data Collection
We developed a custom data collection application to help collect more data across countries. The team could assess data collection progress in near-real-time via Keshif dashboards.
Data Preparation
We created data preparation scripts to convert raw data to formats optimized for powering the website, and merged public, private, and macro data sources together in a single environment.
Web Design and Development
We developed the website to improve navigation and presentation of data. The solution received World Bank’s accreditation for visual style, web governance, web standards, and cloud security.