We work on research and development of frameworks that span across data warehousing, big data, business intelligence, enterprise performance management and artificial intelligence. Here’s a look at our framework solution.
Movalytics - Media Business Solution
Business Challenge
- Recommend a selection mechanism for genre, producer, actors, launch date that depicts the impact it has on the movie collections
Data Collection
- Data needed to solve this challenge is captured from Movie Database, Internet (websites and social media) and excel files
Web Scraping
- The additional data needed such as YouTube Comments, Social Media Feeds and the relevant data present on different websites was extracted using technique Called Web Scraping using R/Python
Solution Offered
- A Strategic Plan is prescribed to select a combination of actors, director, producer for a movie which will have a greater impact on the Box Office Collections, based on the insights uncovered in the Business Analytics
- A complete plan of action is presented.
Predictive Analytics
- Different Predictions are made for different combinations of actor, director and producer based on the data collected using machine learning algorithms such as Regression using R/Python
- Other predictive algorithms such as Clustering, KNN, SVM can also be deployed to gain different degrees of accuracy
Analytics
- Performed In-depth analysis on the extracted data to uncover meaningful Insights and Patterns in the data
- What – If analysis is performed to understand which Actor, Director, Producer Combination can bring out the Best
