Follow the instructions below and write an essay that covers the following tasks. R script. R...
Fantastic news! We've Found the answer you've been seeking!
Question:
Transcribed Image Text:
Follow the instructions below and write an essay that covers the following tasks. R script. R screenshot/s, your results and explanations should be included for each question in the essay. 1 Load Twitter Spam dataset into R studio, use ggplot function to make density plot of Tweets' number (column: no_tweets) to compare spam and non-spam. Clarify how you make the plot and what's your observation from the density plot. 2 Use ggplot function to make scatterplots to present the relation of posted tweets number (column: no_tweets) and the number of followers (column: no_follower), displaying spammer and non-spammer with different colours. Clarify how you make the plot and what's your observation from the scatter plot. 3 Add regression lines to the scatterplot generated in Step 2 for spammer and non-spammer separately. what's your observation from the regression lines? Compared with scatterplot only, what are the advantages of adding regression lines? Table 1. Account-based and Content-based Features Description Feature Name Description Account-based Features account age no follower no following no.userfavorites no lists no tweets no. retweets no tweetfavorites no hashtag no usermention no.urls no.char no.digits The age of an account # of followers # of followings #of favourites the user received # of lists in which the user is a member of #of tweets that has been posted by the user. Content-based Features # of times this tweet has been retweeted # of favourites this tweet received # of hashtags in this tweet # of times this tweet being mentioned #of URLs contained in this tweet # of characters in this tweet # of digits in this tweet Follow the instructions below and write an essay that covers the following tasks. R script. R screenshot/s, your results and explanations should be included for each question in the essay. 1 Load Twitter Spam dataset into R studio, use ggplot function to make density plot of Tweets' number (column: no_tweets) to compare spam and non-spam. Clarify how you make the plot and what's your observation from the density plot. 2 Use ggplot function to make scatterplots to present the relation of posted tweets number (column: no_tweets) and the number of followers (column: no_follower), displaying spammer and non-spammer with different colours. Clarify how you make the plot and what's your observation from the scatter plot. 3 Add regression lines to the scatterplot generated in Step 2 for spammer and non-spammer separately. what's your observation from the regression lines? Compared with scatterplot only, what are the advantages of adding regression lines? Table 1. Account-based and Content-based Features Description Feature Name Description Account-based Features account age no follower no following no.userfavorites no lists no tweets no. retweets no tweetfavorites no hashtag no usermention no.urls no.char no.digits The age of an account # of followers # of followings #of favourites the user received # of lists in which the user is a member of #of tweets that has been posted by the user. Content-based Features # of times this tweet has been retweeted # of favourites this tweet received # of hashtags in this tweet # of times this tweet being mentioned #of URLs contained in this tweet # of characters in this tweet # of digits in this tweet
Expert Answer:
Answer rating: 100% (QA)
1 I loaded the TwitterSpam dataset into R studio and I used ggp... View the full answer
Related Book For
Income Tax Fundamentals 2013
ISBN: 9781285586618
31st Edition
Authors: Gerald E. Whittenburg, Martha Altus Buller, Steven L Gill
Posted Date:
Students also viewed these computer network questions
-
The following transactions took place at a newly formed company: 1 Started the company by issuing common stock $50,400 2 Paid six months of rent in advance 6,400 3 Provided services to customers on...
-
List three specific parts of the Case Guide, Objectives and Strategy Section (See below) that you had the most difficulty understanding. Describe your current understanding of these parts. Provide...
-
Do the analysis of the given data and write an essay on it. Insights from the Book The Law of the Lid Personal and organizational effectiveness go only as far as leadership ability. So, no matter the...
-
An airplane is flying at 32,000 feet when it starts its decent. It is descending at a rate of 2000 feet per minute. Let x represent the minutes of the flight's descent and y represent the planes...
-
Explain why it is important that the activities used to develop a flexible overhead budget are accurate cost drivers?
-
When designing equipment for high-temperature and high-pressure service, the maximum allowable stress as a function of temperature of the material of construction is of great importance. Consider a...
-
Suppose you bought a bond that will pay \($1,000\) in 20 years. No intermediate coupon payments will be made. If the appropriate discount rate for the bond is 8 percent, a. what is the current price...
-
Wesley Power Tools manufactures a wide variety of tools and accessories. One of its more popular items is a cordless power handisaw. Use the following information about this product line to complete...
-
Week 7 Week 8 Week 9 Week 10 Given the time-phased work packages, complete the baseline budget for the project. Time-phased budget ($ 000) Week Week 1 Week 2 Week 3 Week 4 Week 5 Week 6 7 Task...
-
An insurance company will insure a $ 50,000 diamond for its full value against theft at a premium of $ 400 per year. Suppose that the probability that the diamond will be stolen is .005, and let x...
-
Go to the FDIC website at www.fdic.gov and updateTable 10-2using the following steps. Click on "Researchers & Analysts." From there click on "Statistics on Depository Institutions (SDI)." Under...
-
Chapter 1: in the Blank (one word answers) 1. Crime boss Armen Kazarian was a " Page number: 2. Vors offer and protection to criminal organizations in return for a share of criminal earnings and use...
-
Problem #3. Do Americans prefer a name-brand milk or store brand milk? A survey was conducted by Harris Poll Interactive, Inc. in November 2014. Suppose the results, based on 1,138 females and 1,138...
-
Golden Corporation's current year income statement, comparative balance sheets, and additional information follow. For the year, (1) all sales are credit sales, (2) all credits to Accounts Receivable...
-
Looks up jobs at the Walt Disney world company ( could be positions that have already been filled or one that is currently posted) and then pick the one that interest you the most. Don't forget to...
-
Here is a sample data set. 308.1 310.3 339.7 348.1 390.5 393.6 399.7 408.1 427.8 427.8 427.8 428.5 434.5 436.4 436.9 437.5 442.7 453.1 453.6 453.6 465.7 476.2 481.7 513.4 517.9 518.5 520.1 522.2...
-
Which concept is closely related to Nash equilibrium in game theory? a ) Dominant strategy b ) Minimax strategy c ) Zero - sum game d ) Cooperative game
-
Three forces with magnitudes of 70pounds, 40 pounds, and 60 pounds act on an object at angles of 30, 45, and 135, respectively, with the positive x-axis. Find the direction and magnitude of the...
-
How are qualified dividends taxed in 2012? Please give the two rates of tax which apply to qualified dividends, and specify when each of these rates applies._________________________...
-
Indicate whether each of the items listed below would be included (I) in or excluded (E) from gross income for the 2012 tax year. ________a. Welfare payments ________b. Commissions ________c. Hobby...
-
Skyler is covered by his company's health insurance plan. The health insurance costs his company $3,500 a year. During the year, Skyler is diagnosed with a serious illness and the health insurance...
-
Pier10 Inc. entered into a 5-year lease and recorded a right-of-use asset and lease liability of \(\$ 88,000\) on January 1, 2020. Pier10 Inc. was aware of the lessor's implicit rate of interest of...
-
Lessee Company enters into a 6-year finance lease of non-specialized equipment with Lessor Company on January 1,2020 . Lessee has agreed to pay \(\$ 28,000\) annually beginning immediately on January...
-
Frontier Inc. enters into an 8 -year lease contract to lease equipment with a useful life of 8 years. Annual lease payments are due with the first payment made immediately on January 1, 2020, the...
Study smarter with the SolutionInn App