This is a unique dataset published to the kaggle community. Here you will find all reported cases from 2012 to 2021 in New York. The dataset contains comprehensive information sufficient to analyze the data and make forecasts from the exact date and time to a brief description of the incident on the road. All data was officially published by the NYC Open Data sites. So there is no doubt about their reliability. First of all, I recommend this dataset to those who want to learn or just practice with the visualization of a large amount of information. Try to optimize your scripts, because the dataset is huge. It's also a great workout and a useful skill.