About Martin_Chan

Martin_Chan · 11-12-2021

Non-knowledge workers can be identified by checking whether their average person-level collaboration hours are below a certain threshold. The default threshold is 5 collaboration hours, as adopted here in the wpa R library (https://microsoft.github.i...

Martin_Chan · 10-22-2021

We have recently released a new open-source sample code repository called vivainsights-odatadl. This repository provides sample python code to download Microsoft Viva Leader Insights (Workplace Analytics) flexible queries as .csv files using an OData...

Martin_Chan · 10-01-2021

Here is a simple snippet for analysing person-level means for Workplace Analytics metrics using `pandas`.This example is based on running Python via R and the `reticulate` R package, so the data is actually passed on to `our_data_py` from the object ...

Martin_Chan · 05-30-2022

@ant_molisani - initial suspicion was right - this was resolved by adding `set.seed(seed = seed)` within the function, prior to the line where the louvain algorithm was run. This is now being addressed in the following pull request: https://github.co...

Martin_Chan · 05-30-2022

Hi @ant_molisani - thank you for your question! I was able to reproduce your error, so I have created a GitHub issue (https://github.com/microsoft/wpa/issues/221) and we will look into resolving this. My initial suspicion is that (1) Louvain is a sto...

Martin_Chan · 11-12-2021

Here is a cleaned-up example on how to load in a csv file and to run the above person-averaging function: import pandas as pd # path to person query sq_data = pd.read_csv('../data/demo spq.csv') # function for person-averaging def analyse_metric(data...

Martin_Chan · 11-10-2021

For reference, the documentation for this function is linked here: https://microsoft.github.io/wpa/reference/flex_index.htmlAs pre-requisites, you'll need to install the {wpa} R library (which you will need R) and download an Hourly Collaboration Que...

Martin_Chan · 10-25-2021

In terms of learning resources for those who are just starting out, I'd also recommend this Microsoft Learn module which is free and takes less than hour to complete: https://docs.microsoft.com/en-us/learn/modules/workplace-analytics-r-package/The pa...

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Identify non-knowledge workers in Python

Automate download of Flexible Queries in Python and R

Analyse Person-level Metrics in Python

Re: Louvain clustering with R wpa network_p2p

Re: Louvain clustering with R wpa network_p2p

Re: Analyse Person-level Metrics in Python

Re: Flexibility score

Re: Getting Started with the WpA R Library