I have been obsessed with no/low code ways to make data cleanup faster... I think of cleaning data like cleaning my apartment... something none of us like to do, but we all know it needs to get done. Just as we have tools to clean up our IRL spaces (like a vacuum cleaner or dishwasher), OneSchema has (a lot of tools) to make data clean up a lot faster... (validation, country codes, even casing formats). I used it to help analyze some consumer streaming data (i.e. from music platforms) so that I could apply some data/insights work. Loved it.
We've been very happy with our OneSchema experience. A great support team and easy implementation! Took the whole feature of CSV importing off our product and engineering plate.
Excellent feature for validate and fix excel format and data issues, before user upload data to out system.
Before I was validate user excel only header, and report value format or empty errors when exact row is parsing, and throw an error message tell user which row and column data is wrong, the plain error message is painful for user to read and understand and to fix data error. OneSchema could show and fix errors visually which is great great user experience improvement!