How to get different data

khazan
khazan New Altair Community Member
edited November 5 in Community Q&A

Hello
How to contact the Twitter search operator
Get the data for the brand of mobile phones, in terms of battery and screen?
Thanks

 

 

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Best Answer

  • JEdward
    JEdward New Altair Community Member
    Answer ✓

    So first you want to get some data from Twitter. Using the get data from twitter operators use a search for "Samsung + Battery"  and another for "Apple + Battery" see what results you get.  Setup a process to download a few thousand. 

     

    Then go through this data and manually mark which ones are talking about battery quality, and which are not.  This becomes your label. 

     

    Using this dataset follow the RapidMiner text mining guides to build a classification model for these texts.  Then, once you are satisfied with the performance of the model download a few thousand more data rows from Twitter and score this new data against your model.  Is it still performing as expected?  Yes = great, download more.  No = repeat your modelling process and figure out what you've missed. 

     

    Once you have that done you have a large-ish dataset of people talking about the quality of the mobile battery.  Maybe a few 100k records.  You can visualise these and build sentiment models or do some word2vec stuff, but the first step is the part above.  Go there first. 

     

     

Answers

  • sgenzer
    sgenzer
    Altair Employee

    hello @khazan - welcome to the community. Have you tried searching the community or our YouTube channel for "Twitter"? There are LOTS of resources for you.

     

    Good luck!

     

    Scott

     

  • khazan
    khazan New Altair Community Member

    Hello
    I know how to get data about a 'book'
    I want to get data about the types of Apple and Samsung branded phones in terms of battery quality and screen quality.
    But I do not know how?
    Please guide

  • sgenzer
    sgenzer
    Altair Employee

    hmm @khazan to me this sounds like a Google search, not a data science problem. Perhaps you could explain more with some example of data sets you're looking for?

  • khazan
    khazan New Altair Community Member

    I want to extract Twitter data about the quality of the screen and battery of Samsung and Apple mobile phones.
    May?

    @sgenzer wrote:

    hmm @khazan to me this sounds like a Google search, not a data science problem. Perhaps you could explain more with some example of data sets you're looking for?

     

  • JEdward
    JEdward New Altair Community Member
    Answer ✓

    So first you want to get some data from Twitter. Using the get data from twitter operators use a search for "Samsung + Battery"  and another for "Apple + Battery" see what results you get.  Setup a process to download a few thousand. 

     

    Then go through this data and manually mark which ones are talking about battery quality, and which are not.  This becomes your label. 

     

    Using this dataset follow the RapidMiner text mining guides to build a classification model for these texts.  Then, once you are satisfied with the performance of the model download a few thousand more data rows from Twitter and score this new data against your model.  Is it still performing as expected?  Yes = great, download more.  No = repeat your modelling process and figure out what you've missed. 

     

    Once you have that done you have a large-ish dataset of people talking about the quality of the mobile battery.  Maybe a few 100k records.  You can visualise these and build sentiment models or do some word2vec stuff, but the first step is the part above.  Go there first. 

     

     

  • khazan
    khazan New Altair Community Member

    Hello

    Thank you very much
    How do I convert twitter data to arff and open in vice?
    I used the write arff operator. But he did not open the vet and made a mistake.
    Thanks
    Thankful

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