Top Tweets for #GFQL
Which graph query language would you most like to see #GFQL support next?
For those new to it, GFQL is our open-source, embeddable graph query language built for compute-tier (not storage-tier) workloads. Think daily tasks like on-the-fly graph ETL, analytics, ML, AI, and visualization. It runs directly on columnar data (Pandas/Apache Arrow) with optional GPU acceleration (NVIDIA RAPIDS) - @kuzudb shared many of the same principles. We're nearing expressive parity in the core engine with #OpenCypher (@Neo4j) for typed property graphs, and by design, already do plenty of things it cannot.
Community feedback is welcome!
As we expand beyond the current @PyData / @nvidia @RAPIDSai / JSON bindings, weโre exploring which external syntaxes and interop models people most want & need. Can use help answering this one ๐ช๐
3/
The review analysis:
* Load 130K reviews into @pandas_dev
* #UMAP similarity graph embedding: node=review, edge=similarity
* #GFQL drilldown into uranium-related review subgraph
* #UMAP again, getting a subgraph breakdown
* Jump into the interactive similarity graph viz
1/ Much of data science boils down to making & wrangling correlations, so it's been ๐คฏ combining the auto #UMAP we open sourced last year with the new #PyGraphistry #GFQL graph dataframe query lang we just launched
Here's working interactively with 130K+ Amazon reviews:
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