Using social media and personality traits to assess software developers' emotions

Companion DATA

Title:

Using social media and personality traits to assess software developers’ emotions

Authors: 

Leo Moreira Silva

Marília Gurgel Castro

Miriam Bernardino Silva

Milena Nestor Santos

Uirá Kulesza

Margarida Lima

Henrique Madeira

Journal:

    PeerJ Computer Science

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The folders contain:

/analysis

analyzed_tweets_by_psychologists.csv: file containing the manual analysis done by psychologists

analyzed_tweets_by_participants.csv: file containing the manual analysis done by participants

analyzed_tweets_by_psychologists_solved_divergencies.csv: file containing the manual analysis done by psychologists over 51 divergent tweets' classifications

/dataset

alldata.json: contains the dataset used in the paper

/ethics_committee

committee_response.pdf: contains the acceptance response of Research Ethics and Deontology Committee of the Faculty of Psychology and Educational Sciences of the University of Coimbra.

committee_submission_form.pdf: the project submitted to the committee.

consent_form.pdf: declaration of free and informed consent fulfilled by participants.

data_protection_declaration.pdf: personal data and privacy declaration, according to European Union General Data Protection Regulation.

/notebooks

General - Charts.ipynb: notebook file containing all charts produced in the study, including those in the paper

Statistics - Lexicons and Ensembles.ipynb: notebook file with the statistics for the five lexicons and ensembles used in the study

Statistics - Linear Regression.ipynb: notebook file with the multiple linear regression results

Statistics - Polynomial Regression.ipynb: notebook file with the polynomial regression results

Statistics - Psychologists versus Participants.ipynb: notebook file with the statistics between the psychologists and participants manual analysis

Statistics - Working x Non-working.ipynb: notebook file containing the statistical analysis for the tweets posted during work period and those posted outside of working period

/surveys

Demographic_Survey.pdf: survey inviting participants to enroll in the study. We collect demographic data and participants' authorization to access their public Tweet posts

Demographic_Survey_answers.xlsx: participants' demographic survey answers

ibf_pt_br.doc: the Portuguese version of the Big Five Inventory (BFI) instrument to infer participants' Big Five polarity traits

ibf_answers.xlsx: participantes' and psychologists' answers for BFI

Experiment Protocol.pdf: file containing the explanation of the experiment protocol.

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We have removed from dataset any sensible data to protect participants' privacy and anonymity.

We have removed from demographic survey answers any sensible data to protect participants' privacy and anonymity.