Optimizing Event Networking with Data Science
Portée du projet
Catégories
Visualisation des données Analyse des données Data scienceCompétences
data scraping data science analytical dashboardPopIn aims to enhance networking opportunities for event hosts on platforms like Meetup.com, Eventbrite.com, and Lu.ma. The goal of this project is to determine the ideal event sizes and locations that maximize networking potential. To achieve this, learners will scrape event data from these platforms and apply data science and analytics techniques to identify patterns and insights. The project will involve data collection, cleaning, analysis, and visualization to provide actionable recommendations for event hosts. This will help PopIn tailor their tool to better serve their users and improve networking outcomes.
Key tasks include:
- Scraping event data from Meetup.com, Eventbrite.com, and Lu.ma.
- Cleaning and preprocessing the collected data.
- Applying data science techniques to analyze the data.
- Visualizing the results to identify optimal event sizes and locations.
The project will result in a comprehensive report and a presentation that includes:
- A cleaned and processed dataset of events from the specified platforms.
- Analytical insights and visualizations identifying ideal event sizes and locations.
- Recommendations for PopIn on how to optimize their tool based on the findings.
Deliverables include:
- A detailed report summarizing the data analysis and findings.
- Visualizations that clearly depict the optimal event sizes and locations.
- A presentation to communicate the results and recommendations to PopIn.
Fournir des connaissances spécialisées et approfondies et l'industrie générale des idées pour une compréhension globale.
Implication directe dans les tâches du projet, en offrant des conseils et démonstration de techniques.
Donner accès aux outils, logiciels et ressources nécessaires pour la réalisation du projet.
Enregistrements programmés pour discuter des progrès, relever les défis et fournir des commentaires.
À propos de l'entreprise
PopIn is your go-to app for making connections on the fly, right where you are.
PopIn is like the Craigslist of networking, a handy tool for quickly connecting with people at events, bars, or even buildings. Unlike massive community platforms like LinkedIn, PopIn is simple and focused—helping you see who's around inside your trusted circle and make connections instantly without all the noise of big community networks.
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