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README.Rmd
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---
output: github_document
title: "Supplementary materials, including data and R Markdown Notebook, for a paper titled *The lexicalisation of HAPPINESS in the Malayic varieties of Indonesia*"
author: '[Gede Primahadi Wijaya Rajeg](https://udayananetworking.unud.ac.id/lecturer/880-gede-primahadi-wijaya-rajeg) <a itemprop="sameAs" content="https://orcid.org/0000-0002-2047-8621" href="https://orcid.org/0000-0002-2047-8621" target="orcid.widget" rel="noopener noreferrer" style="vertical-align:top;"><img src="https://orcid.org/sites/default/files/images/orcid_16x16.png" style="width:1em;margin-right:.5em;" alt="ORCID iD icon"></a> & [I Made Rajeg](https://udayananetworking.unud.ac.id/lecturer/1817-i-made-rajeg) <a itemprop="sameAs" content="https://orcid.org/0000-0001-8989-0203" href="https://orcid.org/0000-0001-8989-0203" target="orcid.widget" rel="noopener noreferrer" style="vertical-align:top;"><img src="https://orcid.org/sites/default/files/images/orcid_16x16.png" style="width:1em;margin-right:.5em;" alt="ORCID iD icon"></a><br />Universitas Udayana, Indonesia'
bibliography: [biblio.bib, packages.bib]
link-citations: yes
---
<!-- README.md is generated from README.Rmd. Please edit that file -->
```{r, include = FALSE}
knitr::opts_chunk$set(
collapse = TRUE,
comment = "#>"
)
```
# License
<a rel="license" href="http://creativecommons.org/licenses/by-nc-sa/4.0/"><img alt="Creative Commons License" style="border-width:0" src="https://i.creativecommons.org/l/by-nc-sa/4.0/88x31.png" /> [![DOI](https://img.shields.io/badge/OSF-Y42F6-blue.svg?link=https://osf.io/Y42F6/)](https://osf.io/y42f6/) [![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.5166425.svg)](https://doi.org/10.5281/zenodo.5166425) [![DOI](https://img.shields.io/badge/doi-10.6084/m9.figshare.15124713-blue.svg?style=flat&labelColor=gainsboro&logoWidth=40&logo=data%3Aimage%2Fpng%3Bbase64%2CiVBORw0KGgoAAAANSUhEUgAAAFAAAAAZCAYAAACmRqkJAAAKi0lEQVR4Ae3ZaVBUV97H8evuE0EfH32MmkcfoyAuGjXKgkvMaFRAFuiloemWvRuEXlgEBREXBYJiXAQUFeKocUniQiKogAJhQWwWENDEjLNYvjFLzUzNkplEZb5kTme6nCRjKlOpSZlb9SmL2%2Ffcuv3re87%2FnKP0TYfOcslqPMbt63xBKuh09MTxgi7HKT1Sj1TvKp%2BMkZB6%2FXT8c4AjUYPyVdfb7Qs6HTIJ8EHe7Ul%2B152CphDabRQ0uMr7%2FRQgh%2B8qU6%2FBiPDVGv0jq0uGE94b0ZZ3j%2B25MTetoMsh%2FWD91OBqT9%2Fsehd5EqGV17nKMzTqOHvaRMMLEp7qACfinq%2FW1BBx5ZxB13x5X3Jr1v%2Fz9pUcaHU63PiicjrhvXfNRbY1Th49Q6Y1vu6zyqSjzX3aVIgf4OkKToxhgxpd5OMzV0bYE4CRN1Chu34pnTfwnV03FiTlfzDRXBHo6dfgIq8sX6ByV6vjthGc0UdrrPPVGFQBxlSjzJQWENVUZkebceiLpyM8IZSx7O7Zl4JivUNMZX5h8Rt4%2B2L0llKfgu6JKa%2BXvpB5bZ48%2Ba3F6lil2pDkE2rODzCsU0VUnNFHNZQqdS3lx3Utl%2FMILQcfYt5TEeC1GSprgAq0XlgYGLQyxJTlr0uK0DVX7E5s2ZtOgHvLw5fLK9xVmcqguEj%2F2LXbwsvPBkZZKl4j5NcIKinaUsLbejFWZ7m8Do2cmwnb4cFqArRwx3TEYzi%2Bz7DTD0uhxnj8cAEWWUZK%2BTcdhh4pmTWUsW01Y1uCUmNY7Rtqzo5svJSS0poVXtg6yVj7sn9qunek3j8xPVXXeMFoaDkev6lDF7ene7Y5r2taNAXmEBXaP69zevaOjuUeeZ0zhzJuPsM5CdYvOhZVqBMhBqIVDt8zwGdQjR4of9AA%2BXJjUFpww7GodnHAQca4srDAWCXjW3pETal%2BbfumuOLKqSm17vIQtWr1Uu3JYy6JbXuXFbRN1R8pm5byxtG5CcdOz9EUVc7I5IeQEWQ7wWVwzwrsRn%2BbAFeiCxNsKv5Y9P03BFgjAlT90AGOQy2T47fObl00ocFZHl%2B2UGXw0RjzNUWHTPFthckHWh18al8KsGuaFigVVzlKuY%2BG9z37qvuoGlelpsJVldrgrFjbOE%2BeWe8uW18W84qCqc4s7tmCIgzI75hs%2FaJKNFu7rF%2BIIIhr%2BmIQ%2Btn8LQkDMQOeWAYnDHgsQI3NNU7W9j4h5t72o%2FEyvLEQ%2F%2Bu7ymzbOxbCAeOxAgtghz6YgOVYiufEOUlqu0M37ho%2BYn%2FnpJT8bsejVSt90uqdFdlGmV7hF7cuWXetNCShLX%2BI3nKhN%2ByvCs%2Bs6GQpWB33fzKNQR%2BqWr022yvc94q7spBCY%2Bbzkou6ZfJNPf89ZN%2FdidYHnIsKfIzjCMIc7MAwSJiMPFxGMcKQixGwx07R%2FiEe4CNsxFCbAJvwifj8LkIgYRHa8Lm47jNY8AokmMS5NryPh%2FijOB%2BOX4h7foEuyPHlisMtylJpzu1YspkQ36YbLqnx8F1X4abaqmYs9DGmLlrk4CE9XlHlKZskxfpt%2FUJLzyhV23dG%2BITF72fqo9njEaokwIu8lSbG1N4wx273CrP%2B%2BjniQVZhGrzQjlEioFIRcjDM6MIdjBVtHogvl4W9qIX8sTfwU5SgU%2FzdhdGYLcJ9BzvRID6vgx2SxN8PUI9KnIEWH4n7FuIo%2FoRfYV5vMMV4wHRFs%2BvG%2FKl05ZrDVdP11T7eulK3oNQcz%2FAXcj3DpMePjO44KetDL2lDh%2FmV1S3nNoeWnJb7RSXmMJl%2BI0GmH13rKs8lvEdQwfoWKmCxdmGbAEdgAW5jFiQhBb8WXSYTPSjGCBHaMPR5LMANkOCM%2B%2FgD3MS5Z8W1ElzwW3HNJCSI9tcw2ub%2BO8T5LPTBQBy1nusNcB7ztximI1sIsSSzXb04v3vyusJmx63nMufHXlV6LvpEShDd9x%2FHFYWXVPuSX7%2FD7zmpcjuWRupbyvaHnj8Z7BNsUFCArm70iTRcd5bFEN7oxwJs%2FpoA%2FwfBaLJ2Z2EFbmEsNKL7fYYPUI9DIqj%2Fsgkw0CasW%2BL6RbBDFI7gTZSKzz6Gk02AJ23G3QF4xybYU8INce6s5CJNlTyXhYwKv%2FRWMiEeimquzIhrPpGzuSNCsbvLec2%2Brpmh2e0yu%2FxOp96wv6p8X0xeIZW5Bo2%2F6ucdvb%2FdMWVDm8lX11pRpD16OJ6VyZsrQ8yK%2BVFJ9h4UhwEHDj5JgGE23UkSfoZujMMzSESNCPBT9KAFjqi2rcIYZRPgYmzDQ9xDLSz4%2FGsCPIE%2BNkWrTJy%2FhRrRthpVyJJExbnmG2I%2B6x%2BT%2FHxYyQkzQfJGlufpWy6bYlvPUEgu%2BHlHJA5boo7rE3blnBR7r6mv%2BvCBMYEag%2Faqsyr1%2BIk5a%2Fd2z9zGBDpZ31qulCWk9443Hfg5BuJJAgxAG0ZBEmS4DZ7RKIliMVi0d8UvRUCeuPoNAf4Z%2FmgV13pAwiwR3iffFKBQJM5noB%2F6Y5h45v7Wwf0cDtD1DlMIeiugWmZOy5Cv3RgjX7%2FF4GdMXasOjgurmqdafqpojltml9IjvOJ8NMu9lNL5gQmXdMu0BTefz8loMyoJvivs3VMZvhpjqaig%2FZ8gwJGYIsIKRh%2FY4wh%2Bg%2FGQoxYbREgZ%2BB3uww1V3xKgN%2BrwCNtF4Pvx8NveQCEYX%2BAukhCIYuHZLy%2FyDjHbJQfo7PTK1dEBWqPBX2vS%2B2hNW1XquDURypiwXStCjVWuyrSKQC%2FdoUaHtOT2HENoyal4b40x7rK7ylip9NIV3Jy0P6fD24fl3Ra6uoe3PNqOH2Pw3x%2FC8K8CHIU%2BIpQ7OI8yNOJ9TMJO%2FAU9Nn6PjRiGmm%2FpwgsRLQpKjwjuU%2Fz1CQK0R4G4T4%2FwCHWYKlmcA6xr4SA2EzobXeUa9vh21LgpdKxK8hqd5RsaXWS7S9YvlhU2O7ya3ekXrm%2B9lK3KzFH6a4y5V92Ve5hkM4d02EShMestZekE2IxZX7MWdkAgBtmsi9U2lXEwliAOK%2BGLTowThWIZkrEVSSKYgegPOUxwtFmdaBGLsRgg2qeKtosQDh2GYzbisUIEaPvcQ8T5VGzCKowBk2I3mTVALe4wd4tumKcoaZirSKte4RtVrvXwLrw%2BJXV%2F18Ts3BtLEmOaS0yRtRdMfpGJhTKNMbDJWR5V7eEbUNDtcIQAd1PJMwnuJl6E9KQHY7AAHkzQoBkj8B%2B%2FpTWQ4Maezne1P3x1esLBuqmB%2BbccNhJMGetbM%2BGZIi1V%2FoRyOXB77sKVWuPmrd4RBvYQm9ihVue%2F7xDPGljB50MoJmO%2By36gCGsQovCyCGwOarD9R7PLLXZOJjKZvse%2FDQQSvffG7F1rWrZPiLKUX2DPr1hbfHAKb0kDBSeTed5MQj94Pn1xBMvA%2B2IDYTAkcXzXANPRjHq04ACeFeH9aAIcBC3LOq%2FY5pPDeYtO4yRTmzUhbx9LozCEea8ybaHoxDNmVtPltxSVzxhCm3Asg4Tvs683Aa5wwkD8qP9XbgQqUbb6Tp09U5Os3rWiV4jZv2OuvxPdvht70RfST8fjATZd7P33OYzxZ%2FdF7FwcgqPU0yMR2vMYDulpDfBvw%2BGCdBePpq8AAAAASUVORK5CYII%3D)](http://dx.doi.org/10.6084/m9.figshare.15124713)<br />This repository is licensed with the <a rel="license" href="http://creativecommons.org/licenses/by-nc-sa/4.0/">Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License</a>.
Please cite this repository (in OSF) [@rajeg_codedata_2021] as follows if you use the data and other materials here in your research and/or teaching (in Unified Style Sheet for Linguistics):
> Rajeg, Gede Primahadi Wijaya & I Made Rajeg. 2021. Supplementary materials for *The lexicalisation of HAPPINESS in the Malayic varieties of Indonesia*. Open Science Framework (OSF). https://doi.org/10.17605/OSF.IO/Y42F6.
Or using the [Zenodo](https://doi.org/10.5281/zenodo.5166425) repository version:
> Rajeg, Gede Primahadi Wijaya & I Made Rajeg. 2021. Supplementary materials for *The lexicalisation of HAPPINESS in the Malayic varieties of Indonesia*. Zenodo. https://doi.org/10.5281/zenodo.5166425.
# Overview
The repository provides supplementary materials for our paper titled *The lexicalisation of HAPPINESS in the Malayic varieties of Indonesia*, presented at the International Seminar on Austronesian Languages and Literature IX (10 September 2021) ([conference website](https://ucs.unud.ac.id/conf/isall-ix)). The materials include (i) the data; (ii) the R Markdown Notebook interleaving our paper-texts and R codes used for writing the whole paper and running the statistical analyses and visualisations; and (iii) the figures included in the paper (see the `figures` folder). The study is based on the open-access, large corpora of naturalistic colloquial Malay/Indonesian published by the [Max Planck Institute for Evolutionary Anthropology (MPI EVA) Jakarta Field Station (JFS)](https://lingweb.eva.mpg.de/archive/jakarta/index.html) [@gil_data_2015].
## Data description
The `data` folder holds the data used in this paper.
- `indo-prov-latlong.csv` provides latitude and longitude data for the whole provinces in Indonesia
- `malayic_happy_freq_long_lat.tsv` provides the original data for the latitude and longitude and those manually culled from Google Maps
- `malayic_happy.tsv` contains the original raw data for the HAPPINESS lexicalisation
- `malayic_LIKE_df.tsv` contains the distribution of morphs glossed as 'to like' in all regions
- `malayic_LIKE_df_WK_ENT.tsv` contains distribution of morphs glossed as 'to like' in West Kalimantan and East Nusa Tenggara regions
- `non_acquisition_malayic_sessions_dataset_project.tsv` contains the metadata information for the Malayic subset of the MPI EVA JFS corpora; the metadata include the session names, regions, languoid, word-count per session, genre, mode, among others
## Required R packages
The following R packages are used in the data processing, statistical analyses, visualisation, and knitting the content of the R Markdown Notebook file (`austronesian-paper-2021-gpwrajeg.Rmd`) into MS Word format. Please make sure that they are installed in R to run the codes in the R Notebook and reproduce the results.
- [tidyverse](https://www.tidyverse.org) collection of packages [@tidyverse2019; @R-tidyverse] -- to conduct the data manipulation, processing, and visualisation), especially the functions from the following packages:
- [dplyr](https://dplyr.tidyverse.org) [@R-dplyr]
- [tidyr](https://tidyr.tidyverse.org) [@R-tidyr]
- [stringr](https://stringr.tidyverse.org) [@R-stringr]
- [ggplot2](https://ggplot2.tidyverse.org) [@R-ggplot2; @ggplot22016]
- [readr](https://readr.tidyverse.org) [@R-readr]
- [tibble](https://tibble.tidyverse.org) [@R-tibble]
- [bookdown](https://bookdown.org/home/) [@R-bookdown; @bookdown2016] and [knitr](https://yihui.org/knitr/) [@knitr2015; @R-knitr] -- to print the table and knit the R Markdown Notebook into MS Word document
- [rmarkdown](https://rmarkdown.rstudio.com) [@R-rmarkdown; @rmarkdown2018; @rmarkdown2020] -- to write the paper, combining the R codes and regular texts
- [maps](https://cran.r-project.org/web/packages/maps/maps.pdf) [@R-maps] and [mapdata](https://cran.r-project.org/web/packages/mapdata/mapdata.pdf) [@R-mapdata] -- to generate the Indonesian map
- [ggthemes](https://github.com/jrnold/ggthemes) [@R-ggthemes] -- to customise theme for map visualisation
- [ggrepel](R-ggrepel) [@R-ggrepel] -- to make automatic, non-overlapping text labels
The [R Session info](#sess-info) sub-section below shows the R version [@R-base] and operating system used for this project.
## R Session info {#sess-info}
```{r sess-info}
devtools::session_info()
```
# References