Tweeter Temp Check #1, Sentiment Analysis Style

Twitter Sentiment Analysis #1 

   By Ashur Baroutta



    The aim of this project is to continue exploring different types of use cases/methods of AI/Machine Learning/Data Science applications. After stumbling upon the idea of Sentiment Analysis for text. The decision was made to examine the sentiment of twitter posts. The idea is to examine 100-1000 twitter posts by a given user(s) and try judging them on their sentiment(good or bad). 


First, in order to analyze twitter content, a developer needs to apply for API access. We have done so and on 02/04/2022 have been granted Elevated access as our project demands more endpoints than the scope of the default essential api access anyone can apply for. 




In addition to having Twitter's API access, there are a number of other libraries we must import in order to complete our task. For the purpose of this project, we will be using the PyCharm ide and Python as our language of choice. The following are the libraries we've imported thus far. 




With access to Twitter's API setup and having installed most of the relevant libraries. We've given thought to who's posts we want to analyze and we have chosen 2021 Nobel Prize in Pysiology or Medicine winner Ardem Patapoutian. Next week we will be importing a list of Dr. Patapoutian's tweets and working on identifying what elements of the data set we want to clean prior to analyzation. 





Comments

  1. EricaFebruary 11, 2022 at 10:53 AM

    Ashur,

    So glad you've found your stride. Keep up the good work!!

    ReplyDelete

Post a Comment

Popular posts from this blog

IP #6 : Reversing an Integer

Image
 Reversing an Integer by Ashur Baroutta     The focus of this submission will be on reversing a given integer passed into our function. Our problem statement is as follows "Given a signed 32-bit integer x, return x with its digits reversed. If reversing x causes the value to go outside the signed 32-bit integer range [-2^31, 2^31 -1], then return 0." Seems simple, though was actually a little odd. My initial reaction is to convert the integer to a string and then just reverse each character. Though in a way that feels like cheating as I don't think that solution is in the spirit of the assignment,  and it takes more resources to complete.      Pivoting my attention to a mathematical solution made the problem a lot more fun. Say our first example for x is 123. The way we attack it is to setup variables to track the reversed total and to track the remainder of a given iteration, we also create a loop iterating through while x does not equal 0.  The ...
Read more

IP#5 : LinkedList Removing Duplicates II

Image
 Removing Duplicates II by Ashur Baroutta         In our last submissions, we worked on removing duplicates, this week we look at the more complicated problem of the same type. Our problem statement is " Given the  head  of a sorted linked list,  delete all nodes that have duplicate numbers, leaving only distinct numbers from the original list . Return  the linked list  sorted  as well ."      So not only do we have to remove duplicates, but we cannot return values that are not distinct, for example, if our list originally contained three 1's, we need to delete all the 1's in our list as even if we delete all but one of them, the number 1 itself is not a distinct value.      This took me about 3 days to think through and complete, the following is our code submission.  We start by first creating a new ListNode called newlist. We set its .next reference pointing to head (the ListNode passed ini...
Read more