2 The Problem 3 The Jupyter notebook 4 Interacting RAID ...

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Background

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The Problem

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The Jupyter notebook

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Interacting RAID and Jupyter

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Analyzing reconciliation results using Jupyter

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? WeDo implemented RAID (PI Platform Integrity & UC - Usage

Control) for VIVA in late 2015

? We are currently ending the Baby

Sitting stage

? The Revenue Assurance team is

deeply analyzing every control to

find the rules that need to be fine

tuned.

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? VIVA has a reduced team sharing revenue

assurance and fraud tasks

? The first executions of controls delivered a

lot of confusing false positives

? It takes a long time analyzing the root

cause of the alarms using common data

analysis techniques

? Exporting results to Excel showed

limitations: joining, merging, filtering

? We had to improve the techniques for data

analysis

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? The Jupyter project started as IPython

? Jupyter Notebook is a web application that

allows you to create and share documents

that contain live code, equations,

visualizations and explanatory text. Uses

include: data cleaning, transformation,

machine learning and much more.

? The Revenue Assurance team is using

Jupyter to improve analysis techniques and

expedite the results for decision making.

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