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

Where is warden's computer ghost recon

05/12/2021 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:

Best Coursework Help
Top Academic Tutor
Accounting Homework Help
Engineering Solutions
Assignment Helper
Assignment Hut
Writer Writer Name Offer Chat
Best Coursework Help

ONLINE

Best 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.

$47 Chat With Writer
Top Academic Tutor

ONLINE

Top Academic Tutor

After reading your project details, I feel myself as the best option for you to fulfill this project with 100 percent perfection.

$39 Chat With Writer
Accounting Homework Help

ONLINE

Accounting Homework Help

I am an elite class writer with more than 6 years of experience as an academic writer. I will provide you the 100 percent original and plagiarism-free content.

$26 Chat With Writer
Engineering Solutions

ONLINE

Engineering Solutions

I reckon that I can perfectly carry this project for you! I am a research writer and have been writing academic papers, business reports, plans, literature review, reports and others for the past 1 decade.

$33 Chat With Writer
Assignment Helper

ONLINE

Assignment Helper

As an experienced writer, I have extensive experience in business writing, report writing, business profile writing, writing business reports and business plans for my clients.

$48 Chat With Writer
Assignment Hut

ONLINE

Assignment Hut

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.

$24 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

Intel pentium processor history - Finding the Right Cleaners - Musculi pectinati vs pectinate muscle - ECON Forum Reply and ACCT Question - What is nintendo's ticker symbol - Professional Develpment Program Proposal - Staff allocation chart in software engineering - Community assessment windshield survey - Bone timber supplies adelaide - Dalton conley you may ask yourself chapter summaries - Map of the world with climate zones - Cos me is black stallion - Psychsim 5 your mind on drugs answers - Policy and politics why nurses should get involved - Cbrn powerpoint presentation - What is price escalation in international marketing - Apex pro mxr 100 - Physics and astronomy st andrews - The cell laboratory report 3 - Oil flows upward in the wick of a lantern because of the liquid property called - Uncertainty of Big Data - The production budget for manner company - Dulux fine texture paint - Who were the sadducees pharisees and zealots - Report writing sample cambridge - Help 1 - Don t blame the eater summary - Lab equipment matching worksheet - Purpose of caffeine extraction lab - Pluralism and assimilation in rites of passage - The crucible ms putnam - Purpose of a soliloquy - 91-9914703222 DIVORCE PROBLEM solution baba ji pune - Conch republic electronics mini case - Thomas piketty venezuela - Why good leaders make you feel safe discussion questions - Ballet leg synchronized swimming - Acct10001 - accounting reports and analysis - A speaking outline for an extemporaneous speech should include - Toys r us narre warren - Inside network perimeter security 2nd edition pdf - Planning Considerations for the HR Project - Differentiation by outcome ofsted - 7 attributes of a symptom mnemonic - Copyright 2016 pearson education inc - Dominos current organizational structure - Kevin o brien author wikipedia - Cmps 101 pa1 - Dante arthurs robert thompson - Calculate how many miles i walked - Policy Development - Japan - Profilio - Creative writing point of view the crucible - Nitro pro toolbar missing - Ramachandran plot questions and answers - The disaggregating step in market segmentation involves - Az12 700 sheet pile - Why are intramuscular injections given at the angle you listed - 1220 katharine street helena valley - Taxi eschewer for short crossword - Lamoids - Online payments - Jennifer's lci score in confluence is 27 - 3.5 Nonprofit Fundraising Case Study: Part I - Inorganic contaminants present in a sample of water lab report - As a caregiver being a good neighbor means - Discussion - Emerging trends in organizational development - Gatorade vs powerade sales - I know why the caged bird sings worksheet answers - Expression of interest template - Mitel mivoice business brochure - Research Project Outline - Create a radio commercial - What is the best point estimate for the population mean - Yes - What notation would you use to characterize patient b's karyotype - Analyze the behavioral implications of different organizational designs - Continuing academic success essay university of phoenix - Anthracene and maleic anhydride - Analyze State Employment Law - Blessed be your name in g - Assignment 2 block business letter - Concrete encased duct bank design - ....Drug - Bach's cantata no 140 is an intricate reconstruction of a - Tafe year 11 and 12 qld - Spirituality in nursing standing on holy ground pdf - Siobhan lyons production manager - Bubble he postpartum assessment - The last dance 10th edition pdf - In defense of the death penalty pojman - Were late nineteenth century immigrants uprooted - The dawes family practice - Undo drop in stata - Hawthorne yellow complementary colors - Perception checking statement - Social thinking rock brain - Hard rock cafe strategy