Data Visualization Insights

How can you help us orientate the audience to, like, what it is that your world looks like a bit like now at a high level? Well, we use, GCP and then BigQuery as I mentioned. And then visualization, we're using mostly Tableau. I would say ninety percent Tableau, ten percent Looker. The double whammy as I call it. Yeah. I mean, that's but basically the way I explained it to, to an exec the other day is we use Tableau, and then we build look at tables of people who refuse to use Tableau. And then we actually still do reports in in Google Sheets. I'm I mean, actually more and more, but really for, I'd say, you know, like, exec level reporting. But it's just kind of a bit quicker for them to get to it's you know, you they let you leave the tab open, and it's refreshing every week, and you get, like, the real key business numbers. And we find that people kind of are better at following that than they are with Tableau even if you get, like, you know, the email report. So, I mean, we can't do what it is necessary to be effective, with the with the audience. But, yeah, in terms of when we're doing analysis and when we wanna use it ourselves, then I think Tableau is the main tool that we use.