HIB Las Vegas Strip Dataset Analysis Write Up Essay

Description

Task:

Develop a predictive model and analysis write up to predict how many times a review was deemed helpful by other users. (Helpful votes).

Dataset:

LasVegasTripAdvisorReviews-1.xlsx Download LasVegasTripAdvisorReviews-1.xlsx

Dataset Source

http://archive.ics.uci.edu/ml/datasets/Las+Vegas+Strip (Links to an external site.)

Moro, S., Rita, P., & Coelho, J. (2017). Stripping customers’ feedback on hotels through data mining: The case of Las Vegas Strip. Tourism Management Perspectives, 23, 41-52.

Deliverables:

1. Analysis Write Up

Save this as a .pdf file under the following naming convention: FIRSTNAME_LASTNAME_A1_Write_Up.pdf

Present your best TWO insights (maximum 100 words per insight)
Make one actionable recommendation based on your analysis and offer recommendations for business implementation (maximum 200 words)
State your final model’s highest R-Square value, rounded to three decimal places

2. Data Analysis and Code

Save this as a Jupyter Notebook (.ipynb) file under the following naming convention: FIRSTNAME_LASTNAME_A1_Analysis.ipynb

Tell the story of your analysis through:

exploratory data analysis
feature treatment and engineering
utilizing appropriate modeling techniques

3. Final Model

Save this as a Python (.py) script under the following naming convention: FIRSTNAME_LASTNAME_A1_Model.py

Model will be assessed on:

R-Square value on unseen data (randomly seeded)
Processing speed (see coding requirements below)
Appropriateness for the problem at hand

Being submitted as a .py script (Note: coding files submitted as anything other than a .py script will receive a one-letter grade deduction)

Coding Requirements

Both the analysis code and the final model must meet the following requirements:

runs from start to finish in under one minute (based on Prof. Chase’s computer)
be coded in Python or R (R may only be used if it runs within your Python script)
be well commented
avoid “data dumping” (i.e. avoid any unnecessary output or graphics)
run without errors or bugs



^{Have a similar assignment? "Place an order for your assignment and have exceptional work written by our team of experts, guaranteeing you A results."}

Our Service Charter

1. Professional & Expert Writers: Eminence Papers only hires the best. Our writers are specially selected and recruited, after which they undergo further training to perfect their skills for specialization purposes. Moreover, our writers are holders of masters and Ph.D. degrees. They have impressive academic records, besides being native English speakers.

2. Top Quality Papers: Our customers are always guaranteed of papers that exceed their expectations. All our writers have +5 years of experience. This implies that all papers are written by individuals who are experts in their fields. In addition, the quality team reviews all the papers before sending them to the customers.

3. Plagiarism-Free Papers: All papers provided by Eminence Papers are written from scratch. Appropriate referencing and citation of key information are followed. Plagiarism checkers are used by the Quality assurance team and our editors just to double-check that there are no instances of plagiarism.

4. Timely Delivery: Time wasted is equivalent to a failed dedication and commitment. Eminence Papers are known for the timely delivery of any pending customer orders. Customers are well informed of the progress of their papers to ensure they keep track of what the writer is providing before the final draft is sent for grading.

5. Affordable Prices: Our prices are fairly structured to fit in all groups. Any customer willing to place their assignments with us can do so at very affordable prices. In addition, our customers enjoy regular discounts and bonuses.

6. 24/7 Customer Support: At Eminence Papers, we have put in place a team of experts who answer all customer inquiries promptly. The best part is the ever-availability of the team. Customers can make inquiries anytime.