Could you please help me to solve the fifth question? by using the code in RStudio
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Could you please help me to solve the fifth question? by using the code in RStudio
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- 12.1 (WEB SCRAPING WITH THE REQUESTS AND BEAUTIFUL SOUP LIBRARIES) Web pages are excellent sources of text to use in NLP tasks. In the following IPython session, you’ll use the requests library to download the www.python.org home page’s content. This is called web scraping. You’ll then use the Beautiful Soup library37 to extract only the text from the page. Eliminate the stop words in the resulting text, then use the wordcloud module to create a word cloud based on the text. 37. Its module name is bs4 for Beautiful Soup 4. In [1]: import requests In [2]: response = requests.get('https://www.python.org') In [3]: response.content # gives back the page's HTML In [4]: from bs4 import BeautifulSoup In [5]: soup = BeautifulSoup(response.content, 'html5lib') In [6]: text = soup.get_text(strip=True) # text without tags In the preceding code, snippets [1]–[3] get a web page. The get function receives a URL as an argument and returns the corresponding web page as a Response object. The…linux fedora! 1) how do i access /var/www/html/ .htaccess files? i have tried adding Allow override to All in the conf.d config file. I have tried using ls -a. still nothing 2) how do i access ~/public_html .htaccess files? No hand written and fast answer with explanationprofile-image Time remaining: 00 : 09 : 41 Computer Science PowerShell Practical Congratulations! You’ve been hired VaultTech as a Windows Server 2012 R2 administrator. Your first assigned project is to create some PowerShell scripts to automate certain administration functions. a. We need a script that will search for AD accounts that have not logged into the Domain within 30 days, and then disable those accounts. b. We need a script that can search for “Critical Errors only” in the Windows Event Viewer, sorted by date, and then output those results to a CSV file on the Servers desktop. c. We need a script that can see if a Process is using more than 90% CPU usage, and then terminate that Process, but write a message to the screen that it was terminated for reaching X% CPU. d. Because of a new phone system installed, all users phone numbers have changed. We need a script that will read the new phone numbers from a CSV file and update Active Directory (this is where HR gets its…
- Python: From the following data: https://raw.githubusercontent.com/arleserp/MinTIC2022/master/files/SalesJan2009.csv (The link only has information) I ned help loading the data using pandas (python) and answering the following questions: 1. Provide all the data for the first 5 rows of the file.(PYTHON) How to convert web-scrapping script into Python class? Example: from bs4 import BeautifulSoupimport requestsdef openHtmlFile(htmlfile):f = open(htmlfile,'https://en.wikipedia.org/wiki/List_of_countries_by_carbon_dioxide_emissions_per_capita')contents = f.read()return BeautifulSoup(contents, 'html.parser')scrape_site =requests.get('https://en.wikipedia.org/wiki/List_of_countries_by_carbon_dioxide_emissions_per_capita')soup = BeautifulSoup(scrape_site.text, 'html.parser')table = soup.find_all('table',{'class':'wikitable sortable jquery-tablesorter'})for values in table:country = soup.find_all(soup,'td')year = soup.find_all(soup, 'th')column_country = [td.text for td in soup.find_all('td')]coulumn_year = [th.text for th in soup.find_all('th')]seperate_year = soup.find_all('th')[2:5]country = soup.find_all(soup,'td')#show 1980 columnyear_1980 = soup.find_all('th')[2]#show 2018 columnyear_2018 = soup.find_all('th')[5]print(country)print(year_1980)print(year_2018) No hand written…See https://pytorch.org/docs/stable/generated/torch.nn.CrossEntropyLoss.html for details. It expects an input of size Nsamples x Nclasses, which is un-normalized logits, and a target, which is y_train_l of size Nsamplesx1. You may also feed it y_train_T of size Nsample x Nclasses. Please see the documentation. Cross entropy loss expects raw unnrormalized scores. Soft-max converts raw unnormalized scores to probabilities, which are used to plot the labels. Use SGD and run 20,000 epochs using a learning rate of 1e-2 to train the neural network code: nn = NeuralNet(Nfeatures,Nclasses,20,20).to(device)sm = N.Softmax(dim=1) # Weight the cross entropy loss to balance the classesNsamples_per_class = y_train_T.sum(axis=0)Weight = Nsamples_per_class.sum()/Nsamples_per_classloss = torch.nn.CrossEntropyLoss(weight=Weight)learning_rate = 0.01#YOUR CODE HEREoptimizer= optim.SGD(net.parameters(), lr=learning_rate) # define optimizer for epoch in range(20000): #YOUR CODE HERE predNN = ??…
- 1. Scrape this text file from: https://gml.noaa.gov/webdata/ccgg/trends/co2/co2_mm_mlo.txt Using your Webscraping class, scrape the text file using file scraping techniques or use html parsing (bs4,pandas,selenium) to acquire the data. This implies that the file is NOT downloaded from a browser. # decimal monthly de-season #days st.dev unc. of# date average alized of days mon mean 1958 3 1958.2027 315.70 314.43 -1 -9.99 -0.99 1958 4 1958.2877 317.45 315.16 -1 -9.99 -0.99 1958 5 1958.3699 317.51 314.71 -1 -9.99 -0.99 1958 6 1958.4548 317.24 315.14 -1 -9.99 -0.99 1958 7 1958.5370 315.86 315.18 -1 -9.99 -0.99 1958 8 1958.6219 314.93 316.18 -1 -9.99 -0.99 1958 9 1958.7068 313.20 316.08 -1 -9.99 -0.99 1958 10 1958.7890 312.43 315.41 -1 -9.99 -0.99 1958…Do not copy paste from Internet I will downvote if u will do that How to redirect a page to another page, use of RequiredFieldValidator and importance of Server.UrlEncode() in asp.net.Explain with proper codingHi, how to i read multiple user input from the form ,load it into session storage and show it ? the code belows only stores a single value(fname) Was thinking to use for loop but it doesnt work hmm. Hope you can help me thankss:)) html5-local-session-storage-example.html <!DOCTYPE html> <html> <head> <title> Session Storage With Example</title> <script type="text/javascript" src="html5-local-session-storage-example.js" charset="utf-8"></script> <style> canvas{ display:inline-block; margin-top:10px; } </style> </head> <body> <h3>payment</h3> <form id="js_form" method="post"> <div> <label>Enter your first name.</label><br> <input type="text" id="fname" placeholder="Enter your first name." > <div class="invalid-feedback"> Valid first name is required. </div> </div> <div> <label>Enter your last name.</label><br> <input type="text"…
- use https://live.sympy.org/ (Links to an external site.) Review the examples about cardinality in Python using Sympy- https://www.geeksforgeeks.org/sympy-subset-cardinality-in-python/ (Links to an external site.) Explain each one, and what the result means Provide a link or a screenshot of working codeI need help solving this question:Write an extended version of File System Implementation.You will add content to 40.2 - 40.4 that corresponds to an example file system. The chapter can be found at https://pages.cs.wisc.edu/%7Eremzi/OSTEP/file-implementation.pdfAfter each section 40.2-40.4 you are going to add an example that shows the following file structures:In 40.1, you will introduce the example, and discuss the files from the perspective of the user. In 40.2-40.4 you will discuss the aspects of that 3 files (and the directories to support them).-rwxr-xr-x /users/<your login>/stuff.sh-rw-r--r-- /users/<your login>/stuff.txt-rw-r--r-- /users/<your login>/stuff/stuff.txtWith the following content:stuff.sh#!/bin/bashls -lastuff.txt (1) There is stuff herestuff.txt (2) There is also stuff here1) To save a presentation so that the audio or video file becomes part of the PPT presentation file, you must ________ it. a. attach b. None of the listed choices c. embed d. link e. encapsulate 2) What is the term for taking strings apart, such as making "John Smith" into "John" and "Smith" ? a. parsing b. split c. none of the listed choices d. concatenation e. structured reference 3) Which are valid methods of doing consolidation across worksheets in the same workbook? a. Data - Consolidate b. formula c. all of the listed choices d. function e. 2 of the listed choices