Package: finnsurveytext 2.0.0

Adeline Clarke

finnsurveytext: Analyse Open-Ended Survey Responses in Finnish

Annotates Finnish textual survey responses into CoNLL-U format using Finnish treebanks from <https://universaldependencies.org/format.html> using UDPipe as described in Straka and Straková (2017) <doi:10.18653/v1/K17-3009>. Formatted data is then analysed using single or comparison n-gram plots, wordclouds, summary tables and Concept Network plots. The Concept Network plots use the TextRank algorithm as outlined in Mihalcea, Rada & Tarau, Paul (2004) <https://aclanthology.org/W04-3252/>.

Authors:Adeline Clarke [cre, aut], Krista Lagus [aut], Katja Laine [aut], Maria Litova [aut], Matti Nelimarkka [aut], Joni Oksanen [aut], Jaakko Peltonen [aut], Tuukka Oikarinen [aut], Jani-Matti Tirkkonen [aut], Ida Toivanen [aut], Maria Valaste [aut], Shannon Emilia Carson [ctb], Sirpa Lappalainen [ctb], Tuukka Puonti [ctb], Kimmo Vehkalahti [ctb], DARIAH-FI [cph, fnd]

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finnsurveytext.pdf |finnsurveytext.html✨
finnsurveytext/json (API)
NEWS

# Install 'finnsurveytext' in R:
install.packages('finnsurveytext', repos = c('https://dariah-fi-survey-concept-network.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/dariah-fi-survey-concept-network/finnsurveytext/issues

Datasets:
  • child - Child Barometer 2016 response data
  • dev_coop - Young People's Views on Development Cooperation 2012 response data
  • fst_child - Child Barometer 2016 Bullying response data in CoNLL-U format with NLTK stopwords removed and background variables
  • fst_child_2 - Child Barometer 2016 Bullying response data in CoNLL-U format with NLTK stopwords removed
  • fst_dev_coop - Young People's Views on Development Cooperation 2012 q11_3 response data in CoNLL-U format with NTLK stopwords removed and background variables.
  • fst_dev_coop_2 - Young People's Views on Development Cooperation 2012 q11_3 response data in CoNLL-U format with NTLK stopwords removed

On CRAN:

dariah-fi

40 exports 2.10 score 87 dependencies 13 scripts 172 downloads

Last updated 22 days agofrom:717c77756b. Checks:OK: 1 NOTE: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKAug 27 2024
R-4.5-winNOTEAug 27 2024
R-4.5-linuxNOTEAug 27 2024
R-4.4-winNOTEAug 27 2024
R-4.4-macNOTEAug 27 2024
R-4.3-winNOTEAug 27 2024
R-4.3-macNOTEAug 27 2024

Exports:%>%fst_cn_compare_plotfst_cn_edgesfst_cn_get_uniquefst_cn_get_unique_separatefst_cn_nodesfst_cn_plotfst_cn_searchfst_comparison_cloudfst_concept_networkfst_concept_network_comparefst_find_stopwordsfst_formatfst_format_svydesignfst_freqfst_freq_comparefst_freq_plotfst_freq_tablefst_get_unique_ngramsfst_get_unique_ngrams_separatefst_join_uniquefst_length_comparefst_length_summaryfst_ngramsfst_ngrams_comparefst_ngrams_compare_plotfst_ngrams_plotfst_ngrams_tablefst_ngrams_table2fst_posfst_pos_comparefst_preparefst_prepare_svydesignfst_rm_stop_punctfst_summarisefst_summarise_comparefst_summarise_shortfst_use_svydesignfst_wordcloudrunDemo

Dependencies:abindbackportsbootbroomcachemcarcarDataclicolorspacecorrplotcowplotcpp11data.tableDerivdigestdoBydplyrfansifarverfastmapgenericsggforceggplot2ggpubrggraphggrepelggsciggsignifgluegraphlayoutsgridExtragtableigraphisobandISOcodeslabelinglatticelifecyclelme4magrittrMASSMatrixMatrixModelsmemoisemgcvmicrobenchmarkminqamodelrmunsellnlmenloptrnnetnumDerivpbkrtestpillarpkgconfigpolyclippolynompurrrquantregR6RColorBrewerRcppRcppArmadilloRcppEigenrlangrstatixscalesSparseMstopwordsstringistringrsurvivalsystemfontstextranktibbletidygraphtidyrtidyselecttweenrudpipeutf8vctrsviridisviridisLitewithrwordcloud

Overview-PackageTutorial

Rendered fromOverview-PackageTutorial.Rmdusingknitr::rmarkdownon Aug 27 2024.

Last update: 2024-08-27
Started: 2024-08-01

ReadMe

Rendered fromReadMe.Rmdusingknitr::rmarkdownon Aug 27 2024.

Last update: 2024-08-20
Started: 2023-11-02

Readme and manuals

Help Manual

Help pageTopics
Child Barometer 2016 response datachild
Young People's Views on Development Cooperation 2012 response datadev_coop
Child Barometer 2016 Bullying response data in CoNLL-U format with NLTK stopwords removed and background variablesfst_child
Child Barometer 2016 Bullying response data in CoNLL-U format with NLTK stopwords removedfst_child_2
Concept Network- Plot comparison Concept Networkfst_cn_compare_plot
Concept Network - Get TextRank edgesfst_cn_edges
Concept Network- Get unique nodes from a list of top n-grams tablesfst_cn_get_unique
Concept Network- Get unique nodes from separate top n-grams tablesfst_cn_get_unique_separate
Concept Network - Get TextRank nodesfst_cn_nodes
Plot Concept Networkfst_cn_plot
Concept Network - Search TextRank for conceptsfst_cn_search
Make comparison cloudfst_comparison_cloud
Concept Network - Make Concept Network plotfst_concept_network
Concept Network- Compare and plot Concept Networkfst_concept_network_compare
Young People's Views on Development Cooperation 2012 q11_3 response data in CoNLL-U format with NTLK stopwords removed and background variables.fst_dev_coop
Young People's Views on Development Cooperation 2012 q11_3 response data in CoNLL-U format with NTLK stopwords removedfst_dev_coop_2
Get available Finnish stopwords listsfst_find_stopwords
Annotate open-ended survey responses in Finnish into CoNLL-U formatfst_format
Annotate open-ended survey responses in Finnish within a `svydesign` object into CoNLL-U formatfst_format_svydesign
Find and Plot Top Wordsfst_freq
Compare and plot top wordsfst_freq_compare
Make Top Words plotfst_freq_plot
Make Top Words Tablefst_freq_table
Get unique n-grams from a list of top n-grams tablesfst_get_unique_ngrams
Get unique n-grams from separate top n-grams tablesfst_get_unique_ngrams_separate
Merge N-grams table with unique wordsfst_join_unique
Compare response lengthsfst_length_compare
Make Length Summary Tablefst_length_summary
Find and Plot Top N-gramsfst_ngrams
Compare and plot top n-gramsfst_ngrams_compare
Plot comparison n-gramsfst_ngrams_compare_plot
Make N-grams plotfst_ngrams_plot
Make Top N-grams Tablefst_ngrams_table
Make Top N-grams Table 2fst_ngrams_table2
Make POS Summary Tablefst_pos
Compare parts-of-speechfst_pos_compare
Read In and format Finnish survey text responsesfst_prepare
Read In and format Finnish survey text responses from `svydesign` objectfst_prepare_svydesign
Remove Finnish stopwords and punctuation from CoNLL-U dataframefst_rm_stop_punct
Make Summary Tablefst_summarise
Make comparison summaryfst_summarise_compare
Make Simple Summary Tablefst_summarise_short
Add `svydesign` weights to CoNLL-U datafst_use_svydesign
Make Wordcloudfst_wordcloud
Run Shiny App DemorunDemo