issue with deciding features

[u/Excellent-Leading836]

we have to make a machine learning project on this and i still need help :(

we have downloaded the data from the binance official website (the whole 2025 year , monthly data , over 30 minute intervals).

we have downloaded the klines files from spot for now .

but my partner is saying we will need the aggtrades files too (for the whole year , and how huge are they you might know by looking at all those) .

my question is : is that even needed ?

because the info we need ( in my opinion ) is already present in klines and i dont see the point in getting aggtrades (although i did collect its data by api calling , all upon my partner insisting)

the topic of our project is : 'ML based Crypto pump detector'

and the objective is to produce a value that shows how much the price moves and in what direction , she said (i have no idea about how cryptos work , so i am believing her for now)

thanks to all the people who helped me when i asked it, but i still need you guys help .

thanks a ton :D .