Baselight

Social Contact And Frequency

Examining Dynamics of Contact in Different Environments

@kaggle.thedevastator_2008_european_adult_social_contact_and_frequency

Loading...
Loading...

About this Dataset

Social Contact And Frequency


2008 European Adult Social Contact and Frequency Networks

Examining Dynamics of Contact in Different Environments

By [source]


About this dataset

This dataset provides valuable insights into the social contact patterns and frequency of contacts between adults in Europe in 2008. It includes a host of features such as age estimates, gender, home life, work, school, transport and leisure activities. The dataset also covers an array of contact frequencies such as regular meetings with family or friends, physical contact with people outside the household and overall duration spent together. Each data point provides an all-encompassing view of social interactions in adult networks between 2008 - all contributing to our understanding of human behaviour across different European contexts!

More Datasets

For more datasets, click here.

Featured Notebooks

  • 🚨 Your notebook can be here! 🚨!

How to use the dataset

This dataset aims to measure social contact and the frequency of contact between adults in Europe in 2008. Through this dataset, you can observe how different factors like age, gender, and occupation can predict social interaction. The columns provided in the dataset helps us to analyze how these factors affect the duration and frequency of contacts.

In order to use this dataset effectively, we need to pay close attention to all of the available variables. For example, looking at cnt_age_exact gives us an exact age for each contact person in a particular network or community. Similarly, cnt_age_est_min provides an estimated minimum age while cnt_age_est_max estimates a maximum age range for these contacts. Additionally, both phys_contact and frequency multi tell us about physical contacts that were established with other people as well as their relative durations (duration multi).

Finally, observing the values for cnt home/work/school help uncover how many contacts were made at each associated location on average; furthermore it is possible to see what kind of settings tend to encourage more person-to-person interactions by measuring the number of contacts there are at each site or domain (i.e.: cnt leisure). This data set then takes these observations one step further by delving into other locations such as transport which could potentially hold more meaningful insight into communication rates between groups within society! Thus it is possible not only quantify communication rate but also make connections that may have otherwise been missed without such an expansive source

Research Ideas

  • Using the exact and estimated age ranges, gender, contact frequency and duration data, this dataset can be used to analyze differences in social contact patterns between different age groups and genders in Europe.
  • The contact data could also be used to study the prevalence of physical contacts between adults in various locations (e.g. home environments, schools or workplaces) as well as to model transmission patterns of infectious diseases through these social networks.
  • Additionally, the cnt_home and cnt_work columns could be studied separately to analyze the effect of working from home on people’s social contacts with other family members or peers at work respectively

Acknowledgements

If you use this dataset in your research, please credit the original authors.
Data Source

License

License: CC0 1.0 Universal (CC0 1.0) - Public Domain Dedication
No Copyright - You can copy, modify, distribute and perform the work, even for commercial purposes, all without asking permission. See Other Information.

Columns

File: 2008_Mossong_POLYMOD_contact_common.csv

Column name Description
cnt_age_exact The exact age of the person contacted. (Integer)
cnt_age_est_min The estimated lower end age of the person contacted. (Integer)
cnt_age_est_max The estimated upper end age of the person contacted. (Integer)
cnt_gender The gender of the person contacted. (String)
cnt_home The number of contacts made at home. (Integer)
cnt_work The number of contacts made at work. (Integer)
cnt_school The number of contacts made at school. (Integer)
cnt_transport The number of contacts made while using public transport. (Integer)
cnt_leisure The number of contacts made while engaging in leisure activities. (Integer)
cnt_otherplace The number of contacts made at other places. (Integer)
frequency_multi The frequency of contact with the person. (Integer)
phys_contact The type of physical contact with the person. (String)
duration_multi The duration of contact with the person. (Integer)

Acknowledgements

If you use this dataset in your research, please credit the original authors.
If you use this dataset in your research, please credit .

Tables

N 2008 Mossong Polymod Contact Common

@kaggle.thedevastator_2008_european_adult_social_contact_and_frequency.n_2008_mossong_polymod_contact_common
  • 1.05 MB
  • 97904 rows
  • 15 columns
Loading...

CREATE TABLE n_2008_mossong_polymod_contact_common (
  "part_id" BIGINT,
  "cont_id" BIGINT,
  "cnt_age_exact" DOUBLE,
  "cnt_age_est_min" DOUBLE,
  "cnt_age_est_max" DOUBLE,
  "cnt_gender" VARCHAR,
  "cnt_home" VARCHAR,
  "cnt_work" VARCHAR,
  "cnt_school" VARCHAR,
  "cnt_transport" VARCHAR,
  "cnt_leisure" VARCHAR,
  "cnt_otherplace" VARCHAR,
  "frequency_multi" DOUBLE,
  "phys_contact" DOUBLE,
  "duration_multi" DOUBLE
);

Share link

Anyone who has the link will be able to view this.