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some-ces

Repository with code used to sample social media data (Reddit and Twitter) to gain a better understanding of the relationship between the ecosystem features and human activities underpinning human-nature interactions.

https://github.com/annecathrinel/some-ces

Science Score: 57.0%

This score indicates how likely this project is to be science-related based on various indicators:

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    CITATION.cff file
    Found CITATION.cff file
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    codemeta.json file
    Found codemeta.json file
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    .zenodo.json file
    Found .zenodo.json file
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    DOI references
    Found 2 DOI reference(s) in README
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    Academic publication links
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    Institutional organization owner
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    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (6.9%) to scientific vocabulary
Last synced: 10 months ago · JSON representation ·

Repository

Repository with code used to sample social media data (Reddit and Twitter) to gain a better understanding of the relationship between the ecosystem features and human activities underpinning human-nature interactions.

Basic Info
  • Host: GitHub
  • Owner: annecathrinel
  • License: mit
  • Language: Jupyter Notebook
  • Default Branch: main
  • Size: 4.5 MB
Statistics
  • Stars: 0
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 1
Created almost 3 years ago · Last pushed about 2 years ago
Metadata Files
Readme License Citation

README.md

Using Social Media (SoMe) to Understand Cultural Ecosystem Services (CES)

Linder and Lusseau (2024) https://doi.org/10.1016/j.scitotenv.2024.172813

Repository for paper on using social media data (Reddit and Twitter) to understand the contexts of human-nature interactions providing CES.

This repository includes code and instructions for: - Building a repertoire of CES human activities and CES nature feature based on Reddit data - Sampling Twitter (Academic Research API) for CES related tweets based on the lists of nature features and human activities - Preparing the Twitter data for analysis

CES activity list rules

  1. Remove verbs that are not gerunds.
  2. Remove transitive verb, i.e. verbs that must be followed by an object. Without an object to affect, the sentence that a transitive verb inhabits will seem incomplete.
  3. Remove actions that can also be used as an adjective e.g. exciting, charming, calming.
  4. Remove actions that can be used in reference to involuntary bodily functions, e.g. bleeding, freezing, or involuntary movements, e.g. tripping, falling.
  5. Remove actions that are most often referring to nature objects or animals as the subject, e.g. howling, babbling, flowing, erupting, blooming, mating.
  6. Remove actions that describe a temporary physical motion, e.g. spinning, rolling, skipping, snapping, cracking.

CES feature list rules

  1. Keep nouns describing habitat types
  2. Remove nouns referring to species/species groups, e.g. grass, tree, flower.
  3. Remove nouns referring to geological features, e.g. rock, sand.
  4. Remove nouns referring to natural elements, e.g. water, air.
  5. Remove nouns referring to natural phenomena, e.g. sunset, sunrise, wind, rain, snow, thunder, lighting.

Owner

  • Login: annecathrinel
  • Kind: user

Citation (CITATION.cff) 

cff-version: 1.2.0
authors:
- family-names: "Linder"
  given-names: "Anne Cathrine"
  orcid: "https://orcid.org/0000-0002-6556-7847"
- family-names: "Lusseau"
  given-names: "David"
  orcid: "https://orcid.org/0000-0003-1245-3747"
title: "SoMe-CES"
version: 1.0.0
date-released: 2023-07-11
url: "https://github.com/annecathrinel/SoMe-CES"

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