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README.md
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---
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license: mit
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tags:
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- infinite-dataset-hub
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- synthetic
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---
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# FunktionWebsite_TrafficAnalysis
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tags: Text Mining, User Engagement, Traffic Prediction
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_Note: This is an AI-generated dataset so its content may be inaccurate or false_
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**Dataset Description:**
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The 'FunktionWebsite_TrafficAnalysis' dataset contains structured data extracted from a variety of websites that are used to analyze user engagement and predict traffic patterns. Each entry in the dataset captures the specific functionalities and interactions on 'Funktion' websites, where 'Funktion' refers to a unique application of artificial intelligence for creating personalized user experiences. The dataset is a result of applying natural language processing (NLP) techniques to user-generated content, comments, and feedback on these websites. The goal is to derive insights that can help improve user engagement and enhance the predictive modeling of website traffic for AMD LM Studio.
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The dataset columns are designed to capture the essence of textual data while correlating it with potential traffic insights. Each row represents a unique piece of text data and its associated label, which can be indicative of user engagement levels or predictive traffic patterns.
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**CSV Content Preview:**
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```csv
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user_id,text_content,label
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1,"The AI-powered chatbot on this website understands my queries effectively.",HighEngagement
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2,"I had issues with the website's loading speed.","LowEngagement,PossibleTrafficDecrease"
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3,"Fantastic experience using the chatbot to resolve my issue.","HighEngagement,PositiveTrafficPrediction"
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4,"Website often crashes when trying to access the chatbot feature.","LowEngagement,NegativeTrafficPrediction"
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5,"The chatbot on Funktion Website has significantly improved customer support.","HighEngagement,PositiveTrafficPrediction"
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```
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Note: The labels 'HighEngagement', 'LowEngagement', 'PositiveTrafficPrediction', 'NegativeTrafficPrediction' are indicative of the text content's perceived impact on user engagement and traffic trends.
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**Source of the data:**
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The dataset was generated using the [Infinite Dataset Hub](https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub) and microsoft/Phi-3-mini-4k-instruct using the query 'infinite-dataset-hub/infinite-dataset-hub LM Studio AMD FROM Website URLs Funktion Website Funktion Chatbot':
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- **Dataset Generation Page**: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=infinite-dataset-hub/infinite-dataset-hub+LM+Studio+AMD+FROM+Website+URLs+Funktion+Website+Funktion+Chatbot&dataset=FunktionWebsite_TrafficAnalysis&tags=Text+Mining,+User+Engagement,+Traffic+Prediction
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- **Model**: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
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- **More Datasets**: https://huggingface.co/datasets?other=infinite-dataset-hub
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