(Source: New York Times ) 78: Biden’s age, making him the oldest U.S. 2: Number of times Biden unsuccessfully ran for president previously, in 19. became our nation’s 46th president as he took the oath of office on Jan. Plus, it generates more uncertainty when the election.46: Joseph Robinette Biden, Jr. It is more difficult to predict the taste of the audience. This situation tells there is more noise in Trump's posts. This situation is way below the expectation, which is not acceptable. 5 posts are predicted as level 2, but they are the posts getting lower likes. Also, in regards to the predicted posts as level 3, 4 posts are actually in level 1. ![]() In contrast, The prediction for Trump's posts is not so good. These are a good sign for accuracy, although it is only 70%. The good thing is that only 1 post is predicted as level 2 but actually gets a lower number of likes, which means only 1 post will come below the expectation.Īs for 15 posts predicted as level 3, only 3 posts are below the expectation as level 2. 5 posts are predicted as level 2, but actually, they are level 3. When predicting posts as 2, 7 posts are correctly predicted. It is good that no post is actually 3, which should be a post with many likes. When predicting the like level is 1, 8 posts are correctly predicted. Although this number is not ideal, the prediction seems not so bad if looking into the confusion matrix. It is a preparation of the dataset for further analysis.Īfter building the models, the accuracy of the prediction for Biden is 70%. ![]() This section involves data cleansing with an exploratory data analysis.
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