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GeoPatterns - Flu Detector - Tracking Epidemics on Twitter

Tracking epidemics on Twitter. Here are the inferred flu rates for England and Wales. In the last 6 months. Based on geolocated Twitter content. Check Regional Flu Inferences:. For the last 6 months. Flu Detector uses the content of Twitter to nowcast flu rates in several UK regions. Inferences are compared with official ILI rates from HPA. Performance evaluation results are available here. The methodology is described in the following papers:. Lampos and Cristianini, ACM TIST 2011. Built by V. Lampos.

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GeoPatterns - Flu Detector - Tracking Epidemics on Twitter | twitter.lampos.net Reviews

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Tracking epidemics on Twitter. Here are the inferred flu rates for England and Wales. In the last 6 months. Based on geolocated Twitter content. Check Regional Flu Inferences:. For the last 6 months. Flu Detector uses the content of Twitter to nowcast flu rates in several UK regions. Inferences are compared with official ILI rates from HPA. Performance evaluation results are available here. The methodology is described in the following papers:. Lampos and Cristianini, ACM TIST 2011. Built by V. Lampos.

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GeoPatterns - Flu Detector - Tracking Epidemics on Twitter | twitter.lampos.net Reviews

https://twitter.lampos.net

Tracking epidemics on Twitter. Here are the inferred flu rates for England and Wales. In the last 6 months. Based on geolocated Twitter content. Check Regional Flu Inferences:. For the last 6 months. Flu Detector uses the content of Twitter to nowcast flu rates in several UK regions. Inferences are compared with official ILI rates from HPA. Performance evaluation results are available here. The methodology is described in the following papers:. Lampos and Cristianini, ACM TIST 2011. Built by V. Lampos.

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twitter.lampos.net

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GeoPatterns - Flu Detector - Evaluation of the methodology

http://twitter.lampos.net/epidemics/twitter-flu-eval.php

Evaluation of the methodology for the ECML/PKDD 2010 paper. Evaluation of the methodology. Three regions of the United Kingdom are considered in our scheme: Central England and Wales, South England and North England. The experiments are carried out on data from 22/06/2009 to 28/03/2010 (overall 40 weeks or 280 days). The datasets are comprised by vector space representations of the Twitter corpus using a vocabulary of 2675 candidate features. Inferred flu rates from the Twitter corpus. As an overall perf...

2

GeoPatterns - Mood of the Nation

http://twitter.lampos.net/mood

Mood of the Nation. Detecting Mood and Affect on Twitter. Based on geolocated Twitter content, we track four types of Mood and Affect (Joy, Sadness, Anger and Fear). This figure shows the daily mood time series for the entire United Kingdom. In the last 31 days. Check Regional Mood Scores:. For the last 31 days. Mood of the Nation uses the content of Twitter to nowcast mood rates in several UK regions. This page is still in BETA. Effects of the Recession on Public Mood in the UK. Date in yyyy-mm-dd format.

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GeoPatterns - About Flu Detector

http://twitter.lampos.net/epidemics/about.php

About / people / publications / contact. Tweets (user posts on Twitter's microblogging service) usually reveal information about the current life-state of their author. We track this information, and then investigate ways of mapping it to an accurate system for identifying and tracking epidemics of infectious diseases and in particular Influenza like Illness (ILI) in several UK regions. Flu Detector is a demonstration of this work, a tool which nowcasts flu rates based on tweets on a daily basis. Interna...

4

GeoPatterns - Flu Detector - Nowcasting flu in Central England & Wales

http://twitter.lampos.net/epidemics/twitter-flu-archive.php?region=CEngW

Nowcasting flu in Central England and Wales. Select a UK region:. Central England and Wales. Current Flu Rate: 24.91. Predictions Mean Absolute Error: 8.87. Number of GP consultations per 100,000 citizens where the diagnosis' result was Influenza-like Illness. We track tweets geolocated in the following cities of Central England and Wales:. Built by V. Lampos. Please read our disclaimer. Feel free to check our other project: Mood of the Nation.

5

GeoPatterns - Flu Detector - Nowcasting flu in England & Wales

http://twitter.lampos.net/epidemics/twitter-flu.php?region=EngW

Nowcasting flu in England and Wales. Select a UK Region:. Central England and Wales. Current Flu Rate: 31.11. Number of GP consultations per 100,000 citizens where the diagnosis' result was Influenza-like Illness. We track tweets geolocated in the following cities of England and Wales:. Built by V. Lampos. Please read our disclaimer. Feel free to check our other project: Mood of the Nation.

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fludetector.cs.ucl.ac.uk

Flu Detector - About

http://fludetector.cs.ucl.ac.uk/about.html

Flu Detector - About. Flu Detector (version 2; find more about version 1 here. Uses Twitter content or Google search data to estimate influenza-like illness (flu) rates in England. Daily flu rate estimates reflect on data from the past 7 days. This website is supported by the EPSRC IRC project i-sense. Early-Warning Sensing Systems for Infectious Diseases) and a Google Research Sponsorship. The research team behind Flu Detector is based at the Computer Science Department. Of University College London.

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GeoPatterns - Flu Detector - Tracking Epidemics on Twitter

Tracking epidemics on Twitter. Here are the inferred flu rates for England and Wales. In the last 6 months. Based on geolocated Twitter content. Check Regional Flu Inferences:. For the last 6 months. Flu Detector uses the content of Twitter to nowcast flu rates in several UK regions. Inferences are compared with official ILI rates from HPA. Performance evaluation results are available here. The methodology is described in the following papers:. Lampos and Cristianini, ACM TIST 2011. Built by V. Lampos.

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