Analysing Twitter trends

Twitter is a fascinating tool. It is nowadays one of the best social media when it comes to speed and availability of information. I have been using it for few months now and I am amazed by the information available on twitter as well as how easy it is to communicate and reach a wide audience.

Of course with so much information available on twitter it is now possible to analyse what people write and if there are any trends in the data.

Some online solutions are available to analyse twitter feeds. Trendistic is a popular choice.

I started with some simple analysis of pain and stress to see if there is any pattern. In the last 180 days there seems to be not much fluctuation and constant reference to these words.

The same here with weightloss and strength.

Curiously, analysing the keyword tired, it seems that people are mostly expressing their tiredness in the morning rather than in the afternoon/evening after a long day at work.

So, it seems that we can now analyse people’s behavior studying their tweets. I have few ideas for applications with athletes. Will keep you posted after some longitudinal work.

Epidermal Electronics

I have been recently reading a lot about epidermal electronics. Pretty soon patients in hospitals (and sports people) should be able to wear skin mounted electrodes to be able to measure a variety of physiological indicators in real time for a prolonged period of time.

The latest innovation comes from the University of Illinois. A new device looking like a tattoo, has been developed and proposed as an innovative smart skin solution. Researchers at the University of Illinois who came up with this device made circuits with a wide array of components, to prove it could work: sensors, LEDs, transistors, radio frequency capacitors and wireless antennas. The devices can draw power from induction or even from mini solar cells!

Inventors say they could be used for various medical applications, especially sensors that monitor heart and muscle activity, which currently require conductive gels and/or relatively bulky equipment. To prove it, they measured electrical activity produced by the heart, brain, and skeletal muscles, some data are reported in Science.

You can also see a video of the technology below. Pretty impressive technology which will be hopefully available soon!

This is impressive technology, pushing the boundaries of wearable sensors and providing incredible possibilities for studying human movement.

(Example of a sensor setup for EEG and other measurements. Photo courtesy of Prof. John Rogers)

(Easy removal of the skin mounted electrode. Photo courtesy of Prof. John Rogers)

You can learn more about this and other technologies developed by Professor Rogers’ group here.

Muscle oxygenation in-vivo

Our paper on the possibility of using Near Infrared Spectroscopy (NIRS) to measure muscle oxygenation in-vivo in elite athletes has now been published ahead of print by Medicine and Science in Sports and Exercise.

This study is the first of a series of studies constituting the PhD studentship funded by the BOA to study the possibility of using NIRS in the field as a tool to understand performance demands and adaptations to training as well as developing innovative portable integrated brain and muscle devices. The research programme is a collaboration between ourselves, the University of Essex with Professor Chris Cooper and Professor Clare Elwell at University College London.

The main author of this work is Catherine Hesford and you can find more info and contact details here.

More work will be published in the next months and I will write more about this fascinating technique soon on this blog.

The abstracts is available below.

Med Sci Sports Exerc. 2011 Sep 3. [Epub ahead of print]

Asymmetry of Quadriceps Muscle Oxygenation During Elite Short-Track Speed Skating.

Hesford CM, Laing S, Cardinale M, Cooper CE.

Source

1 Department of Biological Sciences, University of Essex, UK; 2 British Olympic Medical Institute, University College London, UK; 3 University of Aberdeen, School of Medical Sciences, Aberdeen, Scotland (UK), 4 School of Sport, Health and Exercise Sciences, Bangor University, UK.

Abstract

PURPOSE:

It has been suggested that due to the low sitting position in short track speed skating, muscle blood flow is restricted, leading to decreases in tissue oxygenation. Therefore wearable wireless-enabled Near Infrared Spectroscopy (NIRS) technology was used to monitor changes in quadriceps muscle blood volume and oxygenation during 500m race simulation in short-track speed skaters.

METHODS:

6 elite skaters, all of Olympic standard (age = 23 ± 1.8 years, height 1.8 ± 0.1m, mass = 80.1 ± 5.7kg, mid-thigh skin fold thickness = 6.8 ± 2.2mm) were studied. Subjects completed a 500m race simulation time trial (TT). Whole body oxygen consumption was simultaneously measured with muscle oxygenation in right and left vastus lateralis as measured by NIRS.

RESULTS:

Mean time for race completion was 44.8 ± 0.4 s. VO peaked 20 s into the race. In contrast, muscle tissue oxygen saturation (TSI %) decreased, and plateaued after 8s. Linear regression analysis showed that right leg TSI% remained constant throughout the rest of the TT (slope value = 0.01), whereas left leg TSI% increased steadily (slope value = 0.16), leading to a significant asymmetry (p<0.05) in the final lap. Total muscle blood volume decreased equally in both legs at the start of the simulation. However, during the course of subsequent laps there was a strong asymmetry during cornering; when skaters travelled solely on the right leg there was a decrease in its muscle blood volume whereas an increase was seen in the left leg.

CONCLUSION:

NIRS was shown to be a viable tool for wireless monitoring of muscle oxygenation. The asymmetry in muscle desaturation observed on the two legs in short-track speed skating has implications for training and performance.

Microsoft gives Kinect starter kit for academic research

This is excellent news. Now scientist will be able to access a software development kit to develop innovative solutions for using Microsoft Kinect a new gaming device developed by Microsoft.

What is special about Kinect? Kinect allows a controller-free gaming. Which means full body play. Kinect responds to how you move as it is a motion sensing, optical device.

If you have never seen one, have a look at the video.