This study source was downloaded by 100000772831368 from CourseHero com on 09 21 2022 20 19 33 GMT 05 00 https www coursehero com file 88675887 Problem 2 Businessreport MLdocx Prashansa Ranjan Aug 2020 BatchProblem 2 In this particular project we are going to work on the inaugural corpora from the nltk in Python We will be looking at the following speeches of the Presidents of the United States of America 1 President Franklin D Roosevelt in 19412 President John F Kennedy in 19613 President Richard Nixon in 1973 Find the number of characters words and sentences for the mentioned documents 3 Marks Hint use words raw sent for extracting counts Remove all the stopwords from all the three speeches 3 Marks Which word occurs the most number of times in his inaugural address for each president Mention the top three words after removing the stopwords 3 Marks Plot the word cloud of each of the speeches of the variable after removing the stopwords 3 Marks refer to the End to End Case Study done in the Mentored Learning Session Code Snippet to extract the three speeches import nltknltk download inaugural from nltk corpus import inauguralinaugural fileids inaugural raw 1941 Roosevelt txt inaugural raw 1961 Kennedy txt inaugural raw 1973 Nixon txt This study source was downloaded by 100000772831368 from CourseHero com on 09 21 2022 20 19 33 GMT 05 00 https www coursehero com file 88675887 Problem 2 Businessreport MLdocx ANSWER Firstly we are importing the necessary libraries for the data set analysis and then the necessary data sets from the cloud Post this one by one imported the required speeches Now we want to know the number of characters in each of the speeches Hence running the below code for the same This study source was downloaded by 100000772831368 from CourseHero com on 09 21 2022 20 19 33 GMT 05 00 https www coursehero com file 88675887 Problem 2 Businessreport MLdocx Here we got to know the number of characters in each of the speeches Next we want to know the number of words in each of the speeches So running the below code for the same This study source was downloaded by 100000772831368 from CourseHero com on 09 21 2022 20 19 33 GMT 05 00 https www coursehero com file 88675887 Problem 2 Businessreport MLdocx This tells us the number of words in each speech Now we want to know the number of sentences in each of the speech So running the below code for it Here we got to know the number of sentences in each speech Now we have to removethe stopwords from each speech Hence running the below command for it This study source was downloaded by 100000772831368 from CourseHero com on 09 21 2022 20 19 33 GMT 05 00 https www coursehero com file 88675887 Problem 2 Businessreport MLdocx Post this we are running the code for removing the stopwords For Roosevelt For Kennedy For Nixon This study source was downloaded by 100000772831368 from CourseHero com on 09 21 2022 20 19 33 GMT 05 00 https www coursehero com file 88675887 Problem 2 Businessreport MLdocx The outcomes of all the three codes above can be seen in the Jupyter notebook attached Now we want to know the most common words in each of the speeches post removingthe stop words For this we are running the below code Roosevelt s most common top three words post removing stopwords are Nation Knowand Spirit We will do the same for Kennedy The most common top three words are Let Us and World This study source was downloaded by 100000772831368 from CourseHero com on 09 21 2022 20 19 33 GMT 05 00 https www coursehero com file 88675887 Problem 2 Businessreport MLdocx Doing the same for Nixon The three topmost common words for Nixon s speech were Us Let and America Post this we wish to generate the word cloud for all three of them So first running the necessary codes Please refer to Jupyter notebook and then generating the below three word clouds Roosevelt Kennedy This study source was downloaded by 100000772831368 from CourseHero com on 09 21 2022 20 19 33 GMT 05 00 https www coursehero com file 88675887 Problem 2 Businessreport MLdocx Nixon This study source was downloaded by 100000772831368 from CourseHero com on 09 21 2022 20 19 33 GMT 05 00 https www coursehero com file 88675887 Problem 2 Businessreport MLdocx Powered by TCPDF www tcpdf org