A comprehensive analysis of these cities was done involving assessment of various social, economic, financial, and real estate specific demand & supply side parameters. Colliers conducted a broad-based assessment and developed an objective framework incorporating the above-mentioned parameters to assess their relative degrees of importance and impact on various real estate segments such as office, residential, warehousing, retail, hospitality, and alternatives (data centers, senior living, second homes etc.) in the respective cities.