Knowledge Graphs: Moving Data Beyond Spreadsheets and Tables
Explore how knowledge graphs move beyond rigid spreadsheets to capture complex data relationships and context, mirroring how the human brain processes information.
Best quote from Knowledge Graphs: Moving Data Beyond Spreadsheets and Tables
A knowledge graph isn’t just a fancy database—it’s a way of representing knowledge that mirrors how the human brain works, by focusing on the relationships between things rather than just the things themselves.
This audio lesson was created by a BeFreed community member
I want to learn about knowledge graphs, semantic data, reasoning engines and their uses.
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Frequently Asked Questions
Knowledge graphs represent a shift from traditional data storage, which often relies on rigid, two-dimensional rows and columns. While spreadsheets and tables treat data as static lists in separate tabs, knowledge graphs focus on the relationships between entities. This approach moves beyond the 'flat world' problem of traditional databases by capturing the multidimensional reality of information, allowing for a more interconnected and natural way to manage complex data structures.
Semantic data is crucial because it provides the context that traditional data strings lack. By focusing on the 'why' and the 'how' of information, semantic data allows systems to understand the meaning behind the numbers. This shift toward contextual data is what enables smarter search results and more predictive analytics, as it mirrors the human brain's ability to recognize how different pieces of information overlap and relate to one another.
Knowledge graphs improve data relationships by treating the connections between data points as primary information rather than secondary attributes. Instead of storing data in isolated boxes, this method creates a web of knowledge that understands context. This allows organizations to see the 'forest' rather than just individual 'trees,' making it easier to identify complex patterns, such as predicting supply chain breaks or understanding intricate information architectures that traditional databases might miss.
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From Columbia University alumni built in San Francisco
"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."
"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."
"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."
"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."
"Reading used to feel like a chore. Now it’s just part of my lifestyle."
"Feels effortless compared to reading. I’ve finished 6 books this month already."
"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."
"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."
"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"
"It is great for me to learn something from the book without reading it."
"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."
"Makes me feel smarter every time before going to work"
"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."
"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."
"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."
"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."
"Reading used to feel like a chore. Now it’s just part of my lifestyle."
"Feels effortless compared to reading. I’ve finished 6 books this month already."
"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."
"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."
"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"
"It is great for me to learn something from the book without reading it."
"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."
"Makes me feel smarter every time before going to work"
"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."
"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."
"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."
"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."
"Reading used to feel like a chore. Now it’s just part of my lifestyle."
"Feels effortless compared to reading. I’ve finished 6 books this month already."
"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."
"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."
"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"
"It is great for me to learn something from the book without reading it."
"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."
"Makes me feel smarter every time before going to work"
