I have a huge text where a paragraph is written about a project execution. I need to parse that data and make sense out of it. For example the text states, "Est. 200k USD has been committed on the event of sales summit on 8th Sep"
By this statement, i need to make sense of it as approx 200k USD is the revenue, There was a sales summit held on 8th Sep, The amount is already committed.
Likewise many such statements will be there. I need to parse and make a conclusion out of it. Is there anything anyone suggest?
What i have tried so far: Am trying to find a text analytics tool which will group the text into few classifications. Next am trying to write my own logic to tag each paragraph to certain master data. Also trying to use a tool by name orange which is currently helping visualize the data, but not make sense of it.
I think i need to be doing something with Machine learning algorithms. Not sure though.