Brand Preference Analysis using Unsupervised Language Models
₹1500-12500 INR
Dibayar saat pengiriman
You are expected to assume the role of a brand manager of any one firm and perform brand
preference analysis. For the analysis, extract relevant data of three firms. Treat one of them as a
focal firm and the other two as competing firms. Analyse customer behaviour patterns and present
your recommendations for the management of the focal firm. You are expected to use at least 250
reviews of each selected firm (not more than 1 year old review data). You may choose 3 different
firms or 3 different units of the same firm. e.g., Taj hotel reviews across 3 different cities or reviews
of 3 different hotels. For collecting recent review data, you are allowed to take external help (publicly
available crawler scripts, scripts from your group members or batchmates). The actual data analysis
scripts and report must be prepared based on your own original work.
Prepare a report – in not more than 12 pages, excluding title, references, and appendix – outlining
the steps you have followed while performing customer preference analysis. You can explore
different text analysis approaches (e.g. sentiment analysis, emotion analysis, cluster analysis) in
addition to topic modelling to understand customer behaviour and preferences. You should explain
your modeling, parameter tuning and model selection and evaluation steps clearly.
Your submission should include the actual data sets used for the analysis, data analysis report, along
with all the scripts/dashboards/programs used as part of the analysis.
ID Proyek: #37824463
Tentang proyek
7 freelancer rata-rata menawar ₹10110 untuk pekerjaan ini
As a seasoned brand manager, I understand the critical role that customer preference analysis plays in shaping the success of a brand. In this proposal, I will outline a comprehensive approach to perform brand preferen Lebih banyak
With over [X] years' experience in Data Mining and Data Science, I'm confident on my ability to deliver an exceptional Brand Preference Analysis using Unsupervised Language Models for your firm. Not only do I possess a Lebih banyak
Hi Mrinal S., Good evening! My name is Jane a skilled Statistician with skills including Research, Data Science, Data Mining and Big Data Sales. I have over 5 years in tutoring data analysis and statistics. Having c Lebih banyak
Report Outline for Brand Preference Analysis 1. Introduction Concise statement of the analysis objective. Brief identification of the focal firm and competitors, highlighting their market positions. 2. Data Collection Lebih banyak
I have carrying three year of experience as data analyst and work with a different type of projects like time series analysis, time, series forecasting and having great knowledge of Python , SQL, data, visualisation, S Lebih banyak
Dear prospective client I am an experienced researcher and a dedicated virtual assistant, I am confident in my ability to handle your brand preference analysis project skillfully. My proficiency in research and data a Lebih banyak
Hi Mrinal S, as a data scientist specialized in data mining and research, I'm well-capable and deeply enthusiastic about taking your brand preference analysis project to new heights. I am skilled in employing various t Lebih banyak
