How to highlight a novel dataset creation in a research paper? I'm currently working on a minor problem in information extraction. The idea behind the system is relatively simple and contains small modifications of existing algorithms. However in the process, I ended up creating a whole new dataset of a different kind - which did not exist before. This dataset would foster new novel research in my subdomain (call it problem X).

How can I stress the quality of my data and upcoming innovations it can drive and inspire rather than worrying about the simplicity of my algorithms (and reiteration and experimentation of other non-novel ideas)? There has been lot of significant research in problem X recently and my method doesn't stand anywhere in comparison with state of the art. 

However I expect some great upcoming works (from the whole research community) in Problem X in upcoming couple of years. If I don't publish this dataset, someone else would definitely produce something similar within a year (think of it as need of the hour) along with some hi-fi "mathy" solutions to Problem X though I just experimented with existing data mining tools and libraries. 

I have one more week to go. What should I do that would improve my chances of getting this simple work on Problem X but with an awesome new dataset published?

EDIT: 


Raw data of this kind is available publicly in massive amount but considered as noise, though it's easy for human perception and conveys a lot of sense.
My contribution in creating dataset is annotations and analysis (basic statistical distributions etc)
My approach to solve Problem X is not mathematically complex - but at par with regular Tier-II papers being published in this area.
There IS a need of this kind of systems in the industry. (any citations would disclose my solution)
Make your paper a data paper, and add in the bit about the simple algorithm into the introduction. That way, you put your data front and centre.

And then see the answers to Data publication basics - where, why, how, and when should I publish my unpublished data? for how to release the data for the whole community to access: doing this is almost always a requirement for getting a data-paper published.