2017 in review: curating an open educational resource for sport informatics and analytics

In the last year, I have been able to spend time on most days curating the OERu course Sport Informatics and Analytics.  The ease of editing Wikieducator makes this curation a delight rather than an obligation.

One of the features of the OERu guidelines for course sharing is the inclusion of an outline for the course that contains links to all pages and sections. This outline has grown significantly in 2017 as I have added topics to the course. I am particularly interested how these links (120 at the moment) can be used as microcontent and create an opportunity for open badges in 2018.

The main sections of the course are:

Course description

Introductions

Pattern Recognition

Performance Monitoring

Audiences and Messages

Ethical Issues

The Quantified Self

Using R

Visualising Data

Feedforward

Communities of Practice

Knowledge Discovery

Capstone

Six European Football Leagues Going into Christmas 2017

I have been following scoring patterns in six European football leagues (EPL, Ligue 1, Bundesliga, Serie A, Eredivisie and Primera) in the 2017-2018 season.

I have a particular interest in the outcome of scoring first and not losing in games in these leagues.

Prior to midweek games on 13 December 2017, the range of my data (n=875 games) thus far is:

In Ligue 1, the % of games in which the team that has scored first and not lost has ranged between 86% and 89%. In Serie A, the range is 72% to 80%. The other four leagues fit between these two leagues.

My BoxplotR visualisation of nine observations for these leagues is:

The box plot statistics are:

The EPL is about to enter an intense fixture period and I will be interested to observe any changes in pattern.

A separate project is to examine the games in which the team that scores first has lost (n=96 of the 875 games played). The Eredivisie has the largest number of these games (n=23 out of 134 games) and the Primera the smallest number (n=12 out of 150 games).

Photo Credit

Marco Verratti (PSG Officiel, Twitter)

Fireworks (AjaxDaily, Twitter)

Grazing, even for a moment, on the outskirts of great coaching

Leonard Cohen’s Preface to the Chinese translation of his collection of Beautiful Losers poems includes this passage:

When I was young, my friends and I read and admired the old Chinese poets. Our ideas of love and friendship, of wine and distance, of poetry itself, were much affected by those ancient songs. … So you can understand, Dear Reader, how privileged I feel to be able to graze, even for a moment, and with such meager credentials, on the outskirts of your tradition.

His thoughts sprang to mind this week when I had an opportunity to meet two coaches (a head coach and an assistant coach). I did feel immensely privileged to spend time with them. I had been following the coaching career of the head coach for over a decade. The assistant coach has been involved in my critical friend project for five years.

When we met I had one question: “How have you turned around the energy in the team?”. What they shared, in confidence, fascinated me. When I watched the team perform, I saw at first hand the outstanding performances of understanding they had co-produced with the two coaches.

I was in awe of the privileged access I had to their coaching on the outskirts of their everyday practice … grazing.

Photo Credit

At the game (Keith Lyons, CC BY 4.0)

Outside (Keith Lyons, CC BY 4.0)