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 ws 37269 7

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:

Instant Homework Helper
Professional Coursework Help
Fatimah Syeda
ECFX Market
Finance Homework Help
Smart Tutor
Writer Writer Name Offer Chat
Instant Homework Helper

ONLINE

Instant Homework Helper

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.

$28 Chat With Writer
Professional Coursework Help

ONLINE

Professional Coursework Help

Being a Ph.D. in the Business field, I have been doing academic writing for the past 7 years and have a good command over writing research papers, essay, dissertations and all kinds of academic writing and proofreading.

$28 Chat With Writer
Fatimah Syeda

ONLINE

Fatimah Syeda

I have written research reports, assignments, thesis, research proposals, and dissertations for different level students and on different subjects.

$46 Chat With Writer
ECFX Market

ONLINE

ECFX Market

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.

$16 Chat With Writer
Finance Homework Help

ONLINE

Finance Homework Help

I am an experienced researcher here with master education. After reading your posting, I feel, you need an expert research writer to complete your project.Thank You

$38 Chat With Writer
Smart Tutor

ONLINE

Smart Tutor

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.

$22 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

Ccou 301 research paper - Lecture notes on regression and correlation - 1908 sir donald bradman 20 cent coin worth - AstroloGy bAbA 7340613399 OnLinE reaL VashIKaraN sPecIaLIsT IN Parbhani - Graphic design design brief template - Cathode ray oscilloscope questions answers pdf - How many vertices does a pyramid - The decomposition of hydrogen peroxide lab report answers - A pharmaceutical manufacturer is concerned that the impurity concentration - Shiloh bobbie ann mason essay - Project - Week 6 - Assignment: Appraise Archive Operations - Atp/pc system source of fuelatp/pc system source of fuel - Literature Review of Health Issue and Target Population - Case Study Paper - Armed forces medical services examining board - MEDICAID ELIGIBILITY AND FINANCING - Rapper with a clock necklace informally - Why is derek miller's social media post different than most - What did adam and eve look like - Direct shear test lab report conclusion - Asi - Tsotsi chapter 5 summary - Advanced pathophysiology practice questions - Essentialfunctions xlsx at www seletraining com - John vincent atanasoff invention - Huntley garriott goldman sachs - Financial reporting problem ii part 1 - Tegumentario - Boston consulting group test - Kay park parish church - Brytewave redshelf com - Week 1 Lecture Video and Homework - Identify The Different Types Of Health Assessments That You Should Complete - How much does a bundle of bananas cost - Four layers of a typical state court system - Equine tafe courses wa - Project approach - Swot analysis of cosmetic industry in india - The pinewood furniture company produces chairs - Nursing intervention for abdominal pain - Interest rate swap volatility - Supportive Psychotherapy Versus Interpersonal Psychotherapy - Defensive technologies - El burlador de sevilla english translation - Week 6: Signature Assignment: Case Study Pathophysiology - Semiotic systems in multimodal texts - Boat trailer design rules - Case study on moral status fetal abnormality - History of nursery rhymes - Wk 6 - Best Practices and Trends for Technology Integration [due Mon] Wk 6 - Best Practices and Trends for Technology Integration - Finance Discussion Question 6 - Walden's mission of social change - Nursing career development plan sample - Maxwell conrad nerve pain - St regis catholic church - Anth writhing - Reflective essay regarding the personal recovery for people living with a psychotic disorder - Nick cannon neck tattoo lonesome - 64.5 inches in cm - Blueprint - Selleys oven plus heavy duty gel woolworths - Total quality management in fast food industry - Bsbhrm501 assessment answers - 33kv potential transformer specifications - Deliverable 5 - Corporate Social Responsibility Presentation - Discussion1_dsbda - Digital Signal Processing - History of the controlled substance act - What is the ring of fire made of - Business Intelligence(Assign1) - Did macbeth kill the guards - Graham greene the destructors - Ignature Assignment: Threats to Confidentiality, Integrity, and Availability - What does cpu_opt stand for - Film segmentation example - Mrs watanabe and the japanese yen carry trade mini case - Emerging market potential indicators index - Discussion - Writing assignment - Wearable computers change how we work - How to make a double helix with paper - Coca cola company vision and mission statement - Kenmore 20502 4.9 cu ft upright freezer white - Final law and ethics paper - Inclusive practice case study - Jeep key programming pin code - Practice test 1 scoring - NUR501- REPLY TO FRANTZ - Literary analysis outline graphic organizer - Experiment 14 identification of selected anions answers - Link https research stlouisfed org fred2 - CJUS 420 DB FORUM 6 THREAD due 9/30/2020 - What chemicals are the sides of dna ladder made of - Does benzaldehyde give fehling test - Where did the exodusters migrate to apex - B and m garden hose - Retention problems - Eastern region womens football - Family focused functional assessment questionnaire