Loading...

Messages

Proposals

Stuck in your homework and missing deadline? Get urgent help in $10/Page with 24 hours deadline

Get Urgent Writing Help In Your Essays, Assignments, Homeworks, Dissertation, Thesis Or Coursework & Achieve A+ Grades.

Privacy Guaranteed - 100% Plagiarism Free Writing - Free Turnitin Report - Professional And Experienced Writers - 24/7 Online Support

Ps4 error ce 32911 6

26/10/2021 Client: muhammad11 Deadline: 2 Day

Exam Performance Analysis

Advanced Python for Data Science Project proposal 1: Exam performance analysis You are requested to analyse students’ exam performance dataset using python programming language. The dataset contains students’ scores in three different subjects (math, reading, and writing). Wire a python program to perform the following tasks: Task 1: Load the dataset in relevant format and show its properties, e.g. number of records, number of features and their types. (hint: use Pandas Library to read the data). Inspect the dataset and perform data cleaning (e.g. removing duplicate records and fixing missing data). Task 2: Provide descriptive statistics of the dataset and perform an exploratory data analysis (EDA) to answer the following analysis questions: • Compare students’ exam scores in different subjects (math, reading,

writing), What trend did you find? • Who performed better in different subjects male or female students? • Show any attributes (features) that are correlated with exam scores.

(e.g. Does parental level of education affect their children exam scores? Does test preparation influence students’ performance?) (hint: use corr() method in Pandas).

(you are encouraged to impose other analysis questions based on any trend you notice in the dataset). Task 3: Show visual representation of your analysis (hint: use data visualization packages such as Matplotlib and Seaborn). Task 4: Build a machine learning model to predict student’s exam performance in each subject given the following attributes: gender, race/ethnicity, parental level of education, lunch, and test preparation course. Download the dataset from the following link: Students exam performance data

DS540: Advanced Python for Data Science Project proposal 2: Tweets sentiment analysis

You are requested to perform natural language processing on users’ tweets using python programming language. The dataset contains textual data obtain from twitter users. Wire a python program to perform the following tasks: Task 1: Load the dataset in relevant format and show its properties, e.g. number of records, number of features and their types. (hint: use Pandas Library to read the data). Inspect the dataset and perform data cleaning (e.g. removing duplicate records and fixing missing data). Task 2: Pre-process the textual data and extract features using NLP techniques as follows: • Pre-processing steps:

1. Convert to lowercase. 2. Remove stop words. 3. Normalise the text (punctuation removal, spelling correction,

Stemming). 4. Tokenisation.

• Extract the following features:

1. Compute word count per tweet.

2. Average word length per tweet.

3. Special character count per tweet. 4. Tweets sentiments. (hint: use TextBlob library to obtain tweets’

sentiments).

5. N-grams. 6. TF-IDF.

DS540: Advanced Python for Data Science Task 3: Using visual representation, show the following: most commonly used words in tweets using Worldcould, number of positive, negative, and neutral tweets and word count distribution among different sentiments). (hint: use data visualization packages such as Matplotlib and Seaborn).

Task 4: Preform sentiment analysis using machine learning techniques to classify tweets into positive, negative, or neutral sentiments given the following features: word count per tweet, average word length per tweet, and special character count per tweet.

Download the dataset from the following link: Sentiment analysis Dataset

DS540: Advanced Python for Data Science

Project guidelines The report should provide the following information:

• A written description of data with relevant spreadsheets.

• Explanation of how you analysed your data (hint: what python packages/functions did you use).

• Explanation of what data you analysed and follow with relevant

visualization.

• Show the results of your analysis, follow with relevant visualization

and highlight important results.

• Details of your machine learning model development.

Notes:

1. Follow attached report template.

2. Your report can’t go beyond 10 pages inclusive of any references.

3. You must combine yourselves into a group of 1-2 students.

4. Submission deadline is on Saturday of Week 13 (28/11/2020). 5. You must submit your Jupyter Notebook along with the report.

Homework is Completed By:

Writer Writer Name Amount Client Comments & Rating
Instant Homework Helper

ONLINE

Instant Homework Helper

$36

She helped me in last minute in a very reasonable price. She is a lifesaver, I got A+ grade in my homework, I will surely hire her again for my next assignments, Thumbs Up!

Order & Get This Solution Within 3 Hours in $25/Page

Custom Original Solution And Get A+ Grades

  • 100% Plagiarism Free
  • Proper APA/MLA/Harvard Referencing
  • Delivery in 3 Hours After Placing Order
  • Free Turnitin Report
  • Unlimited Revisions
  • Privacy Guaranteed

Order & Get This Solution Within 6 Hours in $20/Page

Custom Original Solution And Get A+ Grades

  • 100% Plagiarism Free
  • Proper APA/MLA/Harvard Referencing
  • Delivery in 6 Hours After Placing Order
  • Free Turnitin Report
  • Unlimited Revisions
  • Privacy Guaranteed

Order & Get This Solution Within 12 Hours in $15/Page

Custom Original Solution And Get A+ Grades

  • 100% Plagiarism Free
  • Proper APA/MLA/Harvard Referencing
  • Delivery in 12 Hours After Placing Order
  • Free Turnitin Report
  • Unlimited Revisions
  • Privacy Guaranteed

6 writers have sent their proposals to do this homework:

WRITING LAND
Essay Writing Help
Writing Factory
Professional Coursework Help
Write My Coursework
Quality Assignments
Writer Writer Name Offer Chat
WRITING LAND

ONLINE

WRITING LAND

I can assist you in plagiarism free writing as I have already done several related projects of writing. I have a master qualification with 5 years’ experience in; Essay Writing, Case Study Writing, Report Writing.

$27 Chat With Writer
Essay Writing Help

ONLINE

Essay Writing Help

This project is my strength and I can fulfill your requirements properly within your given deadline. I always give plagiarism-free work to my clients at very competitive prices.

$18 Chat With Writer
Writing Factory

ONLINE

Writing Factory

I can assist you in plagiarism free writing as I have already done several related projects of writing. I have a master qualification with 5 years’ experience in; Essay Writing, Case Study Writing, Report Writing.

$44 Chat With Writer
Professional Coursework Help

ONLINE

Professional Coursework Help

I will provide you with the well organized and well research papers from different primary and secondary sources will write the content that will support your points.

$21 Chat With Writer
Write My Coursework

ONLINE

Write My Coursework

I will be delighted to work on your project. As an experienced writer, I can provide you top quality, well researched, concise and error-free work within your provided deadline at very reasonable prices.

$27 Chat With Writer
Quality Assignments

ONLINE

Quality Assignments

I will be delighted to work on your project. As an experienced writer, I can provide you top quality, well researched, concise and error-free work within your provided deadline at very reasonable prices.

$33 Chat With Writer

Let our expert academic writers to help you in achieving a+ grades in your homework, assignment, quiz or exam.

Similar Homework Questions

Professional communication cultural sensitivity guide - Quantitative business analysis text and cases - Does magnesium conduct electricity - One discussion and 2 replies - Kate hartman the art of wearable communication - Mcdonald's recently made productivity gains by cutting the - Situation analysis of coca cola - Employee engagement team charter - Find assignment 2 and answer all the questions clearly. - Csr mineral fibre ceiling tiles - 2 separate assignments? - Business ETHICS(Research Paper) - North shore private birthing suite - An introduction to systems thinking barry richmond - WK 7 Assignment SOCW 6443: Malingering and Addiction in the Treatment of Sleep Disorders - What are reserved words with a programming language - Jennifer aniston aveeno 2019 - Rossendale pet crematorium and memorial gardens - How to add s - Media ethics issues and cases pdf - Paid advertising bill journal entry - ODC4/3 - Norton field guide to writing 4th edition citation - Hiragana in 48 minutes - Week 2 discussion - What is project integration - How to recognize plagiarism tutorials and tests answers 2019 - Charmate tex offset smoker review - Armidale catholic schools office - Woma high pressure pump - A&P - DISCUSSION BOARD CHAPTER 6 & 7 - Youtube snl three wise guys - What does dystopia mean - Lpi online 360 assessment - Cell parts worksheet doc answers - The world on the turtle's back - An inconvenient truth answer key - Zoneff v the queen - Doppelganger of missing baby lisa irwin found - Workcover physiotherapy management plan - Fsr meaning in banking - Book club questions for rogue lawyer - Bankstown girls high school ranking - CIF7-2 - The death of mr kal q luss - Bachelor of laws course map deakin - Hey green primary school - English personal response examples - Complex number multiplied by its conjugate - Journal of experimental agriculture international predatory - Pdf index generator free - Pursue scarecrow across to the second airship - Psychology Final Grad Level - Acara work samples year 3 writing - Four Discussion Responses Needed 100 Words Each 200 Words Total - Standing soldiers kneeling slaves summary - Application to cancel registration nat 2955 - Iolp level 3 example - Team management activity and reflection - Business-Level and Corporate-Level Strategies - This lay preacher led a virginia slave in 1831 - Lucy you have some splainin to do video - Velocity vs time equation - Max bending moment formula - Sandvik fire suppression australia - A cross flow heat exchanger used in a cardiopulmonary - Evaluate the iterated integral. 1 0 s4 cos(s5) dt ds 0 - How many pounds is $30 - Chapter 1&2 revised - Disscusion wk 5 - Maybe it's true i can t live without you - Indian institute of technology and management gwalior - 3 mental acts of logic - Graded assignment unit test part 2 basic tools and transformations - Assignment 1 - Milk milk milk what do cows drink - Literature - Dell sc420 spec sheet - Organisational features functional skills - Math 533 course project part c - Tension headache soap note - Cisco wlc multicast ip address - Continental airlines case study data warehouse - Discussion - Questions - Job seach assignment - Hu2000 week 2 assignment the good samaritan - Pretend you are the King or the Queen of the World! Pick one area of the system: policing, courts, or prisons. If you could change one thing about them, what would it be, and why? - Bishop gate medical centre - The last mountain movie worksheet answers - How to build a genogram - Monash university engineering prerequisites - Questions & Answers - 4 Essays - Sophia college algebra answers - Nsw institute of teachers - Finding the best buy case study - Otn multiplexing and mapping structure - 25/15 boundary road mosman park