Page 9 - Playtest_Square_Enix - EphemeralData
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Analysis Methodology
three approaches:
I n order to understand clearly what could possibly prevent users to
progress further in the game, we will approach this dataset from
three perspectives.
The first method will consist in comparing the rate of users leaving the
game to the Natural Decay rate. (p. )
The second approach will rely on indices and indexes analysis. We will
create new aggregated variables to highlight phenomena that are
invisible while using descriptive statistics. (p. )
Finally, we will use all the data (original dataset + all newly created
variables) to cluster our CheckPoints into similar groups. To do that we
will use the PCA method and the K-Means algorithm. (p. )
Analysis Workflow:
Descriptive Analysis
Feature Engineering
Natural Decay Indexes Method Segmentation
Analysis Analysis Analysis
Comparing
Recommendations
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