Cyclistic, a bike-share company in Chicago. The director of marketing believes the company’s future success depends on maximizing the number of annual memberships. Therefore,team wants to understand how casual riders and annual members use Cyclistic bikes differently. From these insights,team will design a new marketing strategy to convert casual riders into annual members. But first, Cyclistic executives must approve the recommendations, so they must be backed up with compelling data insights and professional data visualizations.

Hotel bookings Company wants to run the chain of promotional advertisement for the business on bookings from different distribution channels and customer preferences, on the basis of the insights company can easily target the customers and run the advertisement.

Chocolate and Tea unit, aims to serve chocolate bars that are highly rated by professional critics. They also continually adjust the menu to make sure it reflects the global diversity of chocolate production. The management team regularly updates the chocolate bar list in order to align with the latest ratings and to ensure that the list contains bars from a variety of countries. The project work is to collect and analyze data on the latest chocolate ratings. In particular, to know which countries produce the highest-rated bars of super dark chocolate (a high percentage of cocoa). This data will help company to create their next chocolate bar menu. Dataset used from kaggle.com, it is organished,filtered and sorted by Shuvam Anupam.