Over the past few years, we’ve stumbled upon the expression Big Data ever more frequently, and heard many conflicting definitions for the term. One recent definition I read and liked was Lisa Arthur’s article in Forbes, where she presents it as “a collection of data from traditional and digital sources inside and outside your company that represents a source for ongoing discovery and analysis.” As big data has become more popular, challenges have arisen in terms of presentation, quality control, and dissemination. To surmount these obstacles, a Lebanese startup has launched, with the goal of commercializing reliable and accurate data, on often-misreported topics relevant to the MENA, through a subscription-based online service. EQLIM, which means ‘region’ or ‘territory’ in Arabic, wants to build fundamental real-time data on human activities in emerging economies. “We identified a lack of data availability and accessibility across the Middle East, in addition to frequent distorted analysis carried by global information providers in their coverage of this region,” says Hassan Alassaad, CEO and cofounder. “EQLIM focuses today on data for geopolitics, infrastructure, and commerce; as of 2015 we are expanding to new themes including health, environment, agriculture, and cities. We are also expanding our data coverage to Africa and Asia,” he adds. Alassaad cofounded EQLIM in his home city of Beirut, with Jihad Touma (also Lebanese), who leads scientific research and development. Their first product releases, real-time information feeds, provide users and clients across multiple industries with easy access to data, maps, and indicators, focusing on events related to conflicts, unrest, security, infrastructure operations, and investments in emerging markets. “We're basically mapping in real-time risk and opportunities across the region,” explains Alassaad.EQLIM is developing algorithms that allow it to extract meaningful content from the publicly available internet, in multiple languages spoken by the various communities of this region. “We use proprietary algorithms to instantly transform public internet data into real-time curated information for digital publishing and strategic decision-making. We combine innovations in machine intelligence with human expertise in social sciences to create previously unavailable structured data,” explains Alassaad. The startup aggregates thousands of sources from web and social media, in an effort to build a dense mesh of representative data. The startup processes data in many languages spoken across the region including Turkish, Arabic, Farsi, Kurdish, Armenian, and English. "It's complex but necessary if we are to surface meaningful information from the rich and diverse digital content present in the Middle East," adds Alassaad. By identifying important regional events and mapping them in space and time, through both machine automation and human curation, EQLIM aims to make the most of this data opportunity, and shape the current wave of data-driven technology companies that are disrupting established incumbents in the information industry such as IHS or the Economist Intelligence Unit.