KlementineJBS / ELN_USYD_Honours

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Open Source Mycetoma Twitter Network Analysis #28

Open KlementineJBS opened 2 years ago

KlementineJBS commented 2 years ago

About

This project is looking at the Twitter networks that "talk about mycetoma research" and specifically those which discuss anti-mycetoma drug discovery. We hope to examine the place of the @MycetOS Twitter account in the anti-mycetoma drug discovery community, and to determine ways to improve the account's reach so that it can be used effectively to both disseminate research conducted in the open source drug discovery community and attract new collaborators.

Data Collection Protocol

Data collection began on 19-08-2021 and will be repeated on a weekly basis for an undetermined period.

NodeXL's "Twitter Search Network" function was used to search for a total of 8 terms (see: search settings). The metrics collected for each term were:

NB. An explanation of some of these terms can be found here.

Search settings

List of terms searched:

All terms except "mycetoma" were searched using the Twitter User Network 01 - standard worksheet option with automated graph metric calculation. The term "mycetoma" was searched using the Twitter User Network 02 - large worksheet option.

Data was collated in a Google sheet and can be accessed here. (This link allows comments only). Blank columns mean that no data was found for this search term on the date of collection.

KlementineJBS commented 2 years ago

Alteration to search terms

As of the data collected 26-8-21, better understanding of the software's capacity has led to the use of slightly different search terms, as listed below:

This reduces the number of search terms, making data collection easier, while still collecting the same data. In addition, it allows us to examine the networks of "drug discovery", "open science" and "open source" more holistically. Many tweets that contain one of these search terms will contain both the separate words and a hashtag, so collecting tweets for each iteration separately was leading to overlapping data.

KlementineJBS commented 2 years ago

Data Cleaning

MycetOS 09-02

REMOVED (overlap with another dataset)

"Are you interested in learning about the epidemiology of #mycetoma, its clinical features, and how to diagnose it?

Enroll for this free online course by @WHO: https://t.co/PALjoekN4W #OpenWHO @MycetomaRC @MycetOS #NTDs"

(30)

KlementineJBS commented 2 years ago

Mycetoma AND OpenSource OR Open Source 09-16

REMOVED (overlap with another dataset)

"Our 'Breaking Good' service group have been learning about health inequality and the impact of mycetoma.

They have been helping to develop affordable treatments to support the fight against mycetoma as part of an open-source science project. Hear more 👇 https://t.co/5tJict2ZAr"

(1)

Mycetoma AND OpenScience OR Open Science 09-16

REMOVED (overlap with another dataset)

"Our 'Breaking Good' service group have been learning about health inequality and the impact of mycetoma.

They have been helping to develop affordable treatments to support the fight against mycetoma as part of an open-source science project. Hear more 👇 https://t.co/5tJict2ZAr"

(1)