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Was about to say the same. Last year I went through a huge industry comparison exercise for my former company. Spent 6 months evaluating BI tooling. Every option out there is ridiculously expensive. Looker quoted us at $1M/year, though they were using the sticker shock strategy to get us around a $200K/year price point.
I came away with the impression that BI is simply not accessible outside of enterprise level orgs. So I love seeing tools like this come into the market. You should also check out https://cube.dev - they're much less out of the box, but super flexible for developers.
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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Can you do the analysis/visualization in Python? If so, you could use https://github.com/datapane/datapane to build and share a report or dashboard (either as an HTML file, or publish it for free on datapane.com). I'm one of the people building it, so let me know if I can help!
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We're using Superset to enable our analysts to explore our clients' SEM/SEO/analytics data. It also posts alerts to Slack when, say, the daily session count of a website isn't what was expected given the historical data.
Yeah, it's a little rough to get going, but once it is, we've found it to be a really powerful (and actively developed!) BI tool. It's even better with dbt + MetriQL [0], which can automatically sync Superset's dataset metadata directly with properties you set up in dbt.
Adding custom visualizations is much harder than it should be, but they're very much aware of that, and working to address it. Their Slack community is super-helpful, too.
[0]: https://metriql.com
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Redash
Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data.
I remember doing the research a few years ago. Redash was the final choice because it supports mongodb.
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there is a csv driver[1] which allows you map a csv file on the metabase server, or providing a url of the csv. But I guess most people (including myself) would think of "upload csv file via UI" when it comes to csv support.
[1] https://github.com/Markenson/csv-metabase-driver/releases/ta...
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perspective
A data visualization and analytics component, especially well-suited for large and/or streaming datasets.
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.