A repository of analysis on different data sets. https://sabman83.github.io/data-analysis From these datasets, what are the key metrics you would want to look at when monitoring game health on an ongoing basis? For each of these metrics, make a graph that shows how the metric has changed over the 3 month period included in the datasets The key metrics I... Mon, 04 Sep 2017 00:00:00 -0700 https://sabman83.github.io/data-analysis/2017-09-04-pg/ https://sabman83.github.io/data-analysis/2017-09-04-pg/ Question 1 Top Entertainment platforms Some of the top entertainment platforms that I have personally used: Steam, Netflix, Amazon, Alamo Drafthouse Spotify Songza (now part of Google Play) a. What makes them successful? In no particular order, I have listed below the factors that I enjoy most from these services... Mon, 04 Sep 2017 00:00:00 -0700 https://sabman83.github.io/data-analysis/2017-09-04-pg-1/ https://sabman83.github.io/data-analysis/2017-09-04-pg-1/ Contents Exploring the Data Assessment Experiment Design Exploring the Data I will be using R to analyze the data. The following packages are loaded: lubridate : To parse the date time. data.table : I prefer to use data.table over data.frame for performance efficiency. ggplot2 : To visualize data dplyr :... Tue, 10 Jan 2017 00:00:00 -0800 https://sabman83.github.io/data-analysis/2017-01-10-clvr/ https://sabman83.github.io/data-analysis/2017-01-10-clvr/ Contents Problem Description Exploring Data Analyzing Data Conclusion Problem Description The company XYZ ran A/B testing for its Spanish users by localizing the Spanish language based on the country the user was visiting from. After running the experiment, the analytics team concluded that the localization did not help with the... Sun, 08 Jan 2017 00:00:00 -0800 https://sabman83.github.io/data-analysis/2017-01-08-samba/ https://sabman83.github.io/data-analysis/2017-01-08-samba/ Contents Setting up Retention Curve Analyzing the data Recommendations For Grammarly Setting up I will be using R to analyze the pings data. The following packages are loaded : jsonlite : To read in the json data from the file lubridate : To parse the date time. data.table : I... Sat, 07 Jan 2017 00:00:00 -0800 https://sabman83.github.io/data-analysis/2017-01-07-grly/ https://sabman83.github.io/data-analysis/2017-01-07-grly/ Contents Problem Description Data Exploring the data Analysis Conclusion Problem Description Company XYZ is a worldwide e-commerce site with localized versions of the site. A data scientist at XYZ noticed that Spain-based users have a much higher conversion rate than any other Spanish-speaking country. She therefore went and talked to... Mon, 05 Dec 2016 00:00:00 -0800 https://sabman83.github.io/data-analysis/2016-12-05-spanish-translation/ https://sabman83.github.io/data-analysis/2016-12-05-spanish-translation/ Contents Problem Description Data Exploring the data Analyzing the data Recommendations Problem Description The data contains information about users browsing a paritcular site. It contains information like whether they converted and other characteristics such as their country, the marketing channel, their age, whether they are repeat users and the number... Mon, 28 Nov 2016 00:00:00 -0800 https://sabman83.github.io/data-analysis/2016-11-28-conversion-rate/ https://sabman83.github.io/data-analysis/2016-11-28-conversion-rate/