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Investors discuss how labor shortage is shaking up the construction tech stack

TechCrunch

According to Sungjoon Cho , general partner at D20 Capital , the usage of technology will be critical to counterbalance labor shortages. All the investors, however, did agree that the sector’s biggest developments lie in automation, data collection and data analysis.

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Small Business Marketing Research Tools

American Entrepreneurship

Location filters allow for regional analysis helping with geographically targeted strategies. Google Trends offers opportunities for entrepreneurs to discover and capitalize on emerging trends. They can be used for focus groups, crafting the right open-ended questions to gather non-numeric data.

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Credit Suisse leads $20M Series A in data extraction startup Daloopa

TechCrunch

This was a big enough problem for one company to support all of the data analysis and forecasting without having to manually convert the data,” Li told TechCrunch. The idea for Daloopa came to Li five years ago, but he said the data extraction technology was not in place to get it off the ground.

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Can LEDs ultimately replace the sun?

TechCrunch

Precise controls backed by data analysis can calibrate food quality, leading to further improvements in yields while reducing raw inputs like water. It’s the secret sauce that ties its automated systems, sensors and data collection together into a central nervous system.

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Small Business Marketing Research Tools

American Entrepreneurship

Location filters allow for regional analysis helping with geographically targeted strategies. Google Trends offers opportunities for entrepreneurs to discover and capitalize on emerging trends. They can be used for focus groups, crafting the right open-ended questions to gather non-numeric data.

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NebulaGraph reaps from China’s growing appetite for graph databases

TechCrunch

Two years after we covered its $8 million funding round , the company announced this week that it has closed a Series A round led by Jeneration Capital. Other investors in the round include Matrix Partner China, Redpoint China Ventures and Source Code Capital. That’s not the end of data collection.

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RFQ | E3 Durham Data & Evaluation

Forward Cities

Project Summary The E3 Durham (E3D) program is designed to increase connectivity, counseling services, and capital access for underrepresented entrepreneurs in Durham/Durham County, NC. Data Collection 1 year follow-up survey for E3D participants, starting August 2025 with rolling deployment through February 2026.