We want to predict the result of the federal election in Canada using the sentiment of the people tweeting on Twitter using Sentiment Analysis. The federal elections have been talk of the town with which candidate winning the elections. We are already aware of the results that Justin Trudeau won the elections but we want to have a model, which analyses the sentiment of the people based on what people have been posting about the candidates. We want to show the entire lifecycle of data analysis starting from first collecting the data, cleaning the tweets that have been fetched by utilizing various strategies like removing emoticons, stop words and etc.. The process of feature engineering will also be incorporated in the project. The project will also demonstrate various data mining techniques as well as the Natural language processing techniques. After collecting all the tweets and cleaning them the next step has to be to determine which candidate have been getting more positive or negative tweets and then predcting the result using the suitable model. The outcome needs to be visualized in the form of bar charts, pie charts or heat maps. The entire project depends on how the outcome is displayed to the end user so any visualization platform can be used to achieve the same.
20 pekerja bebas membida secara purata $224 untuk pekerjaan ini
Hi, I have worked on sentiment analysis on tweets in Python along with data cleaning, NLP and visualization. I would like to work on your project. Let me know if you want to discuss further. Regards, Monir
Hello there. I’m interested in working on your machine learning project. I have expertise in sentiment analysis, text processing, and natural language processing.
Hi, I've got a lot of experience with Sentiment Analysis and Statistical models so I think I could be a perfect candidate to help you with your project. Thanks
I have worked in NLP in context of Customer Retention, Recommender System, Sentiment Analysis. I guess I will be a good fit for your project, do let me know more details over chat.
1.5+ years of experience in Data Science field : • Data Analysis , Ethics and Laws • Data Visualization, • Predictive Modelling linked in profile. [login to view URL]