For this personal project me and my colleague did an Prediction and Analyzing what makes a restaurant can be considered successful based on the rating of each restaurant
Hi! I'm Paskah Riverdi Manurung, an Undergraduate of Bina Nusantara University
I'm a Computer Science Student focusing in Artificial Intelligence
About Me
Hi There! I'am an Undergraduate student in Bina Nusantara University majoring in Computer Science focusing in Artificial Intelligence. I'am a fast learner, communicative, good at time management, and I love working with others. I'am so passionate in learning things I'am interested in, and I'am so interested in working with Data and Analyze them. That makes me so interested in Data Analytics, and I'am eager to learn things that can hone my skills for supporting me to pursue my dream Career in working with Data
Resume
Projects
Campaign Performance Project
For this project, we were asked to assess the performance of campaigns with the data given. It is a Dataset consists of 2 years transaction report, which were then divided into 3 cities. We later gained some insights that we can obtained, by analyzing the Dataset using SQL
The Problems and Objective were:
Problems
- Acquisition Performance of new live merchants (Merchants with minimum one successful transaction) in January and February
- Retention Rate of last year's merchants
- Participation Rate of Merchant Promo
- Should the campaign be continue, or we need to prioritize a city to do the campaign
Objectives Required
- Acquire a minimum of 150 new live merchants every month
- Keep the retention rate a minimum of 85% of last year's existing merchants
- Increase promo discount participation rate to a minimum of 30% of all merchants
Job Posting Analysis
In this project, we were asked to analyze Data Analyst Job Posting dataset from kaggle. We obtained insights shown below from analzying the Dataset and Problems Given. This project is done using Python Programming Language for the whole process, Data Cleaning, Data Manipulation, and Data Visualization.
View on GithubThe Problems were:
Problems
-
Relation between Company's State which is derived From Location and:
- Each of Skills needed
- Salary
- Workload
Performance Analysis of Marketing Campaign
This project is mainly focusing to hone our skills in gaining insights from visualizing the Data we have. We then analyze all the Data only through visualization and this project was created using only Spreadsheets
Other than insights we can get, we were also given a Objectives that the campaign need to fulfill. The Objectives were:
Objectives
- Best Campaign in February 2019
- Best Campaign Objective
- Most Frequent Error
- Unsucessfull Campaign compared to the Test Campaign
Unreleased Short Research Paper
Courses and Certificate



