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Computer Science
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Jan 9, 2024
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Assignment 8
1.
This R code uses the igraph
library to create and visualize a network graph of the top bigrams in H.G. Wells' novels. Here are the findings and a summary of the code:
Findings:
The code filters for bigrams in the text data, meaning it pairs each word with the word that follows it.
It removes any bigrams that contain stop words (common words like "the," "and," etc.), as these are not typically informative for analysis.
The frequency of each remaining bigram is counted and sorted in descending order.
The code selects the top N bigrams based on their frequency. In this example, N is set to 10.
This code reads in a dataset of H.G. Wells' novels (assuming it is in the tidy_hgwells
data frame), identifies bigrams (pairs of words), filters out stop words, and counts the frequency of each bigram. It then selects the top 10 bigrams by frequency and creates a network graph where each bigram is a node, and directed edges show the order of occurrence.
2. The provided R code defines two functions, count_bigrams
and visualize_bigrams
, to analyze and visualize bigrams (pairs of consecutive words) in a text dataset using the tidytext
, igraph
, and ggraph
libraries. Here are the findings and a summary of the code:
Findings:
1.
count_bigrams
Function:
The count_bigrams
function takes a dataset as input.
It tokenizes the text into bigrams using the unnest_tokens
function, specifying a tokenization method that creates pairs of two consecutive words (bigrams).
The bigrams are then separated into individual words, creating columns for word1
and word2
.
visualize_bigrams
Function:
The visualize_bigrams
function takes a dataset of bigrams as input.
It sets a random seed for reproducibility.
It defines an arrow style for the edges in the network graph.
The function creates a network graph from the input dataset using graph_from_data_frame
.
This code provides a set of reusable functions to analyze and visualize bigrams in text data. The count_bigrams
function tokenizes the text, filters out stop words, and counts the frequency of each bigram. The visualize_bigrams
function creates a network graph of the bigrams, applying a force-
directed layout to represent their relationships visually.
3
1.
Loading the King James Version (KJV):
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Related Questions
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Implement the add_book_sorted method of the ReadingList class.
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For example, if the readinglist contain the following 3 books:
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these statements plot three
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and t3 = 0.5sinc (x), in
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import matplotlib.pyplot as plt
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Note:
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Tour.java
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private class Node {
private Point p;
private Node next;
}
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class in which they are declared).
public class Tour
// Creates an empty tour.
public Tour()
// Creates the 4-point tour a→b→c→d→a (for debugging).
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public class Node
{
public int data;
public Node next;
}
For the Circular Linked List, its class definition is as follows:
public class CircularLinkedList
{
public int currentSize;
public Node current;
}
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For example, if a CLL has elements “5”, “3” and “4” and “current” is pointing to “3”, the CLL should look like:
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4 O T O
I D06
It is time for you to demonstrate your skills in a project of your own choice. You must DESIGN,
ANALYSE AND CODE any method for the GENERIC MyLinkedList class that will manipulate the linked
list. You can decide yourself what it should be following the specification below:
1. Purpose: The method must make logical sense - it should be of some purpose to somebody.
You should describe in the text who will use the method for which purpose.
2. Clearly explain the problem. Then clearly explain how your method will solve it.
3. Test program: Test the method using a wranned class like Integer l
Filters
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Remove the last element from vector ticketList.
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Answer options group
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B)I-II-III
C)II-III-IV
D) IV only
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TASK 3
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HINTS:
1. You need to create a class called Car that implements the Comparable interface and load the data from the file to a list. Then somehow convert the arraylist to an array to use the implementations of the algorithms
2. To measure the time it took to run, you can use System.nanoTime() or System.currentTimeMillisbefore and after the method is executed (see here: https://docs.oracle.com/javase/7/docs/api/java/lang/System.html) and subtract.
Deliverables:
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2. A report on the second exercise showing a graph of running time vs. input size of both algorithms and your conclusions.
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Pls help ASAP
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output
please enter a string.researchhcraeserfalseList (first -->last): researchList (first -->last): researchList (first -->last): rsarch
CODE
MAIN FUNCTION
import java.util.Scanner;/*** Write a description of class test here.** @author (your name)* @version (a version number or a date)*/public class test{// instance variables - replace the example below with your ownpublic static void main(String[] args){Scanner input = new…
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JAVASCRIPT
toggleCommentSection
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b. Selects the section element with the data-post-id attribute equal to the postId
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c. Use code to verify the section exists before attempting to access the classList
property
d. At this point in your code, the section will not exist. You can create one to test if
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e. Toggles the class 'hide' on the section element
f. Return the section element*/
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There will also be a number of Instructor-provided files to help with this assignment in order to make your work a little less :-)
Topics:
queues, stacks
Background on HTML:
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def collapse_intervals(items):
This function is the inverse of the previous question of expanding positive integer intervals. Given a nonempty list of positive integers that is guaranteed to be in sorted ascending order, create and return the unique description string where every maximal sublist of consecutive integers has been condensed to the notation first-last. If some maximal sublist consists of a single integer, it must be included in the result string just by itself without the minus sign separating it from the now redundant last number. Make sure that the string returned by your function does not contain any whitespace characters, and does not have a redundant comma at the end.
items
expected results
[1, 2, 4, 6, 7, 8, 9, 10, 12, 13]
'1-2,4,6-10,12-13'
[42]
'42'
[3, 5, 6, 7, 9, 11, 12, 13]
'3,5-7,9,11-13'
[ ]
' '
range(1, 1000001)
'1-1000000'
please add comments in between the codes so I understand
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Make a data structure that enables the access and delete actions. If the item isn't already on the data structure, the access action adds it. The object with the least recent access is deleted and returned by the remove operation. Hint: Maintain references to the first and last nodes as well as the items' order of access in a doubly linked list. Use a symbol table where the keys represent the items and the values the links in the list. Remove the element from the linked list after accessing it, then reintroduce it at the start. When you eliminate an element, do both the symbol table and end deletions.
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Question 11
Write a method called changeQueue to be considered inside the ArrayQueue class and has one parameter item of type E. Your
method will change the queue in such a way that if the the first element of the queue and the last element of the queue are equal,
the first and last elements in the queue will be replaced with item, otherwise, do not do any change. Similarly, the same process is
done for the second element in the queue and the element before the last in the queue and so on. Assume you have a non-empty
queue with even number of elements. You are not allowed to call any method from the the ArrayQueue class. Do not use iterators.
Method head:
public void changeQueue(E item)
Example1:
Before run: front rear
"this" queue: 10 29 2 25 10
Item1: 100
After run:
front
rear
"this" queue: 100 29 100 100 5 100
Use the editor to format your answer
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Use a foreach loop to display the arraylist again, all names on one line separated by asterisks. After the method call in main, create an iterator for the
arraylist and use it to display the list one more time. See Sample Output.
SAMPLE OUTPUT
Here is the list
Lionel Messi
Drake
Adele
Dwayne Johnson
Beyonce
Here is the new list
* Lionel Messi * Drake * Taylor Swift * Adele * Beyonce
Using an iterator, here is the list
Lionel Messi
Drake
Taylor Swift
Adele
Beyonce
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Consider the following linked list of the form. This list already exists, so you do not need to write the code to create the list below:
struct nodeType {
int infoData;
nodeType * next;
};
nodeType *first;
… and containing the values (see image) :
Write a code segment that prints all the current values in the linked list.
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Body of the Loop: A reasonable step would be: Choose some nodeu from foundNotHandled, and handle it. This involves following all the edges from u. Newly found nodes are now added to the set foundNotHandled (if they have notbeen found already). u is moved from foundNotHandled to foundHandled.
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gram works correctly.
33. Using the circular doubly linked list below, give the expression corresponding to
each of the following descriptions.
TH HHF
Node
Node
Node
Node
Node
2
3
4
1
A
For example, the expression for the info value of node 1, referenced from reference A
would be A.getInfo().
a.
The info value of node 1, referenced from reference Cs
b. The info value of node 2, referenced from reference B
C.
The link value of node 2, referenced from reference A
d. The link value of node 4, referenced from reference C
e.
Node 1, referenced from reference B
f.
The back value of node 4, referenced from reference C
79v16
g. The back value of node 1, referenced from reference A
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Question 44
Computer Science
A list of elements has a size of 100.
Choose the operations where an ArrayList would be faster than a LinkedList. (Select all that apply)
Question 5 options:
removing from index 99
inserting at index 1
removing from index 4
inserting at index 4
Full explain this question and text typing work only
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Java Programming language
Help please.
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