Determine whether or not a company has acquired others using NLP












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I'm trying to build a Python script to identify whether a company has acquired others. For this, I intend to seach Google for " acquisition", and parse the titles of the first N pages. Then, from the titles that have indicators that there was an actual acquisition, I want to extract the name of the company that was acquired, and I also want to provide a confidence metric. And obviously, it also has to make sure that it was the company I'm looking for that acquired another one, and not the other way around.



I have some experience with NER, but with this specific NLP task I don't know where to start. Is there something already implemented for such task?










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  • $begingroup$
    This is a collection of questions all together. What in particular have you tried and what are you focusing on, for a start?
    $endgroup$
    – gented
    2 days ago
















1












$begingroup$


I'm trying to build a Python script to identify whether a company has acquired others. For this, I intend to seach Google for " acquisition", and parse the titles of the first N pages. Then, from the titles that have indicators that there was an actual acquisition, I want to extract the name of the company that was acquired, and I also want to provide a confidence metric. And obviously, it also has to make sure that it was the company I'm looking for that acquired another one, and not the other way around.



I have some experience with NER, but with this specific NLP task I don't know where to start. Is there something already implemented for such task?










share|improve this question







New contributor




Filipe Aleixo is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.







$endgroup$












  • $begingroup$
    This is a collection of questions all together. What in particular have you tried and what are you focusing on, for a start?
    $endgroup$
    – gented
    2 days ago














1












1








1





$begingroup$


I'm trying to build a Python script to identify whether a company has acquired others. For this, I intend to seach Google for " acquisition", and parse the titles of the first N pages. Then, from the titles that have indicators that there was an actual acquisition, I want to extract the name of the company that was acquired, and I also want to provide a confidence metric. And obviously, it also has to make sure that it was the company I'm looking for that acquired another one, and not the other way around.



I have some experience with NER, but with this specific NLP task I don't know where to start. Is there something already implemented for such task?










share|improve this question







New contributor




Filipe Aleixo is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.







$endgroup$




I'm trying to build a Python script to identify whether a company has acquired others. For this, I intend to seach Google for " acquisition", and parse the titles of the first N pages. Then, from the titles that have indicators that there was an actual acquisition, I want to extract the name of the company that was acquired, and I also want to provide a confidence metric. And obviously, it also has to make sure that it was the company I'm looking for that acquired another one, and not the other way around.



I have some experience with NER, but with this specific NLP task I don't know where to start. Is there something already implemented for such task?







python nlp






share|improve this question







New contributor




Filipe Aleixo is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.











share|improve this question







New contributor




Filipe Aleixo is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.









share|improve this question




share|improve this question






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Filipe Aleixo is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
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asked 2 days ago









Filipe AleixoFilipe Aleixo

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New contributor




Filipe Aleixo is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
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New contributor





Filipe Aleixo is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.






Filipe Aleixo is a new contributor to this site. Take care in asking for clarification, commenting, and answering.
Check out our Code of Conduct.












  • $begingroup$
    This is a collection of questions all together. What in particular have you tried and what are you focusing on, for a start?
    $endgroup$
    – gented
    2 days ago


















  • $begingroup$
    This is a collection of questions all together. What in particular have you tried and what are you focusing on, for a start?
    $endgroup$
    – gented
    2 days ago
















$begingroup$
This is a collection of questions all together. What in particular have you tried and what are you focusing on, for a start?
$endgroup$
– gented
2 days ago




$begingroup$
This is a collection of questions all together. What in particular have you tried and what are you focusing on, for a start?
$endgroup$
– gented
2 days ago










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