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Automatic Information Extraction | London Smells

Posted by Arlene | Sep 27, 2017 | - | 0 |

Automatic Information Extraction | London Smells

The Smelly London Project

Intimate narratives of everyday experience of 19th and 20th century Londoners through the smellscape.

The aim of the project is to use the dataset as a tool to explore and interpret the lives and health of the 19th and 20th century Londoners. During the second phase how smells are linked to health and the socio-economic identity of London streets will be investigated.

Phase 1 (2016):

  • The project is to data mine over 5500 Medical Officer of Health (MOH) reports from the Greater London area spanning from 1848 to 1972.
  • A dataset of smell-related words is created.
  • The smells in the dataset is further categorised.
  • A simple map of smell-related words is created using CARTO.

Phase 2 (2017):

  •  An interactive Leaflet map showing different smell categories through time is created.
  • Sentiment analysis with R
  • A report to be produced.

Phase 3 (2017-18)

  • Further Natural Language Processing: extracting implied smells.
  • The data collected to be mapped onto the 19th and 20th century London Streets.

© London Smells Project | http://londonsmells.co.uk/

 

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Arlene

Arlene

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