Logo & Wordmark
Industries
Solutions
Services
Innovation & Insights
Company
Industries
Solutions
Services
Innovation & Insights
Company

Recognized for Growth. Trusted for Impact.

Tell us what you need help with.

Deloitte Technology Fast 50 India, Winner 2024

Deloitte Fast 50 India, Winner 2024

peak_matrix

Major Contender, QE Specialist Services

IDC-Logo-BeaconBlue 1

Market Glance: Loyalty in Retail, 2Q26, DEOT 4Q25

HFS Logo

Horizon 1 Disruptor, Data Modernization & AI Services, 2026


Logo & Wordmark
ISO
QBurst on LinkedIn
QBurst on YouTube
QBurst on X
QBurst on Facebook
QBurst on Instagram
IndustriesRetailRealtyHigh-TechHealthcareManufacturing
SolutionsDigital ExperienceIntelligent EnterpriseProduct EngineeringManaged AgentsModernization
ServicesExperience DesignDigital EngineeringDigital PlatformsData Engineering & AnalyticsApplied AICloudQuality EngineeringGlobal Capability CentersDigital Marketing
Innovation & InsightsBlogCase StudiesWhitepapersBrochures
CompanyLeadershipClientsPartnersCorporate ResponsibilityNews & MediaCareersOur LocationsGrowth Referral
  • Industries
  • Solutions
  • Services
  • Innovation & Insights
  • Company
Acknowledgment of Country

QBurst acknowledges the Traditional Owners of Country throughout Australia and their continuing connection to land, waters, and community. We pay our respects to the people, the cultures, and the Elders past and present.

© QBurst 2026. All Rights Reserved.

Privacy Policy

Cookies & Management

Certifications

  1. Innovation & Insights
  2. Resources
  3. Case Studies

Interactive Big Data Visualization for Global Market Analysis

Transforming massive social media datasets into actionable market intelligence through real-time geospatial mapping and advanced sentiment visualization.

Client

A US-based strategic consultancy specializing in digital engagement and international security.

Problem Statement

The client’s legacy system struggled with slow query speeds and lacked the scalability to process and visualize ever-growing social media datasets.

Industry

High-Tech

Solution

Intelligent Enterprise

Product Engineering

Modernization

big-data-visualization
Download PDF

Quick Summary

QBurst engineered a high-speed, scalable big data platform that enables real-time analysis and visualization of social media trends. By migrating to a search-driven architecture and implementing advanced JavaScript visualization libraries, we provided the client with the ability to forecast market trends with unprecedented speed and accuracy.

  • Superior Data Discovery: Leveraged Elasticsearch to provide near-instantaneous text search indexing across millions of social media posts.
  • Enhanced Visual Intelligence: Integrated D3 and Leaflet to transform raw data into interactive force-directed graphs and live geospatial tweet maps.
     

Client Profile

The client is a premier digital strategy and international security firm. They provide strategic consultation to global organizations, utilizing a vast network of researchers to analyze social media data and develop holistic digital engagement programs.

Challenges: Latency and Scalability in Data Analytics

Before the modernization, the client’s ability to generate timely reports was hampered by the sheer volume of incoming social data.

  • Performance Bottlenecks: The existing application was unable to process high-volume social feeds quickly enough to provide real-time market forecasts.
  • Inadequate Visualization: Analysts lacked interactive tools to visualize complex relationships, such as retweet chains or regional sentiment shifts.
  • Scalability Limits: The infrastructure could not accommodate the "ever-growing" nature of social media datasets, leading to increased load times.

QBurst Solution: Search-Driven Analytics and Interactive UI

We delivered a custom solution designed for agility and speed, utilizing Elasticsearch as the core engine for superior text indexing and retrieval. We selected Sencha Ext JS as the primary framework to ensure a rich, responsive user interface capable of handling complex data interactions.

  • Advanced Search Indexing: Implemented Elasticsearch to handle high-concurrency text searches and complex data filtering with minimal latency.
  • Geospatial Live Mapping: Integrated Leaflet to display a world map view that plots tweets in real-time as they appear globally.
  • Complex Data Modeling: Utilized D3 to create force-directed and tree circulant graphs, allowing analysts to visualize how information spreads through retweets and shares.
  • Regional Sentiment Analysis: Built map-based visualizations that highlight region-specific positive and negative sentiments, providing deep insights into local market trends.
     

Implementation Approach: Agile Visualization

The project utilized a Human-Centered Design approach to ensure that the complex analytical tools remained intuitive for researchers. By leveraging the Sencha Ext JS library, we ensured the application was easily extensible and compatible across all modern browsers.

Key Features

  • Interactive Live Graphs: Real-time highlighting of social shares and viral content.
  • Force-Directed Mapping: Visual representation of the interconnectedness of social media users and influencers.
  • Scalable Node Architecture: Designed to scale horizontally as the dataset continues to expand.
  • Unified JS Integration: Seamlessly combines D3, Leaflet, and jQuery for a high-performance frontend experience.

Impact

  • Significant Speed Optimization: Application load times and query responses were reduced immensely, enabling true real-time analysis.
  • Strategic Sentiment Insights: Region-specific map visualizations allowed the client to pinpoint exactly where brand sentiments were shifting.
  • Future-Proof Scalability: The search-driven NoSQL architecture successfully accommodates massive data surges without performance degradation.
  • Enhanced Reporting: Marketers can now generate visually stunning, data-rich reports that are both aesthetically designed and functionally superior.

Client Profile

Challenge

QBurst Solution

Implementation

Key Features

Impact