Dear Cognite Community,
I hope this message finds you well. Firstly, I'd like to acknowledge that I've been asking quite a few questions lately, and I sincerely appreciate the time and effort many of you have invested in guiding me. This community has evolved into a mentorship hub for me, and for that, I'm deeply grateful. :)
I've been working extensively with Cognite Charts to visualize my time-series data and have been greatly impressed by its capabilities. However, I have a couple of specific needs that I'd like to discuss, and I was hoping to get some insights from the experts in this community.
Dynamic Visualization of Actual vs. Predicted Model:
I'm looking for a way to dynamically visualize my actual data against the predicted model within Cognite Charts. I came across Data Point Subscriptions as a potentially relevant feature. While the documented use-cases don't exactly match my needs, they seem to be the closest match. Would this feature be applicable to my scenario or is there another approach you'd recommend?
As seen in the gif below. (The data need not be real-time, as it’s just a way to evaluate how the model is compared to actual data vs. a still image - so it’s just a matter of convenience).
Real-time Sensor Data Integration:
Additionally, I'm interested in connecting to real-time sensor data and visualizing it alongside the predicted data for the same time period. This might be somewhat related to my first query but I felt it was distinct enough to merit separate consideration. (In this case, the data is real-time vs forecasts)
I must express my heartfelt gratitude for the prompt and insightful responses I've received thus far on my previous queries. This not only motivates me to delve deeper but also fuels my aspiration to someday contribute back to this community in a similar mentorship capacity.
Thank you very much in advance for any guidance or suggestions you can provide. Your assistance has been, and continues to be, invaluable to my progress.