qdap v2.3.2

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by Tyler Rinker View Source

Bridging the Gap Between Qualitative Data and Quantitative Analysis

Automates many of the tasks associated with quantitative discourse analysis of transcripts containing discourse including frequency counts of sentence types, words, sentences, turns of talk, syllables and other assorted analysis tasks. The package provides parsing tools for preparing transcript data. Many functions enable the user to aggregate data by any number of grouping variables, providing analysis and seamless integration with other R packages that undertake higher level analysis and visualization of text. This affords the user a more efficient and targeted analysis. 'qdap' is designed for transcript analysis, however, many functions are applicable to other areas of Text Mining/ Natural Language Processing.

Readme

qdap

qdap (Quantitative Discourse Analysis Package) is an R package designed to assist in quantitative discourse analysis. The package stands as a bridge between qualitative transcripts of dialogue and statistical analysis & visualization.

Installation

To download the development version of qdap:

Download the zip ball or tar ball, decompress and run R CMD INSTALL on it, or use the pacman package to install the development version (The user may want to install the dev version of reports first):

if (!require("pacman")) install.packages("pacman")
pacman::p_load_gh(
    "trinker/qdapDictionaries",
    "trinker/qdapRegex",
    "trinker/qdapTools",
    "trinker/qdap"
)

Help

Contact

You are welcome to:

submit suggestions and bug-reports at: https://github.com/trinker/qdap/issues
send a pull request on: https://github.com/trinker/qdap/
compose a friendly e-mail to: tyler.rinker@gmail.com

Note: If you are reporting a bug make sure you have first read the Cleaning Text & Debugging vignette

Functions in qdap

Name	Description
Animate.discourse_map	Discourse Map
Animate.formality	Animate Formality
Network	Generic Network Method
automated_readability_index	Readability Measures
Network.formality	Network Formality
Search	Search Columns of a Data Frame
Animate.lexical_classification	Animate Formality
Animate.polarity	Animate Polarity
as.tdm	tm Package Compatibility Tools: Apply to or Convert to/from Term Document Matrix or Document Term Matrix
Network.lexical_classification	Network Lexical Classification
bag_o_words	Bag of Words
bracketX	Bracket Parsing
Network.polarity	Network Polarity
add_incomplete	Detect Incomplete Sentences; Add \| Endmark
build_qdap_vignette	Replace Temporary Introduction to qdap Vignette
cm_code.transform	Transform Codes
add_s	Make Plural (or Verb to Singular) Versions of Words
beg2char	Grab Begin/End of String to Character
cm_combine.dummy	Find Co-occurrence Between Dummy Codes
wfm	Word Frequency Matrix
+.Network	Add themes to a Network object.
colcomb2class	Combine Columns to Class
blank2NA	Replace Blanks in a dataframe
cm_code.exclude	Exclude Codes
colsplit2df	Wrapper for colSplit that Returns Dataframe(s)
capitalizer	Capitalize Select Words
%&%	qdap Chaining
cm_code.overlap	Find Co-occurrence Between Codes
clean	Remove Escaped Characters
counts.flesch_kincaid	Readability Measures
cm_df.fill	Range Coding
cm_2long	A Generic to Long Function
cm_df.temp	Break Transcript Dialogue into Blank Code Matrix
comma_spacer	Ensure Space After Comma
cm_range2long	Transform Codes to Start-End Durations
common	Find Common Words Between Groups
Animate	Generic Animate Method
DATA	Fictitious Classroom Dialogue
counts.object_pronoun_type	Question Counts
counts.formality	Formality
Animate.character	Animate Character
DATA.SPLIT	Fictitious Split Sentence Classroom Dialogue
counts.polarity	Polarity
counts.word_length	Word Length Counts
cm_time.temp	Time Span Code Sheet
DATA2	Fictitious Repeated Measures Classroom Dialogue
Title	Add Title to Select qdap Plots
counts.subject_pronoun_type	Question Counts
Trim	Remove Leading/Trailing White Space
counts.termco	Term Counts
counts.word_position	Word Position
freq_terms	Find Frequent Terms
duplicates	Find Duplicated Words in a Text String
check_spelling	Check Spelling
counts.coleman_liau	Readability Measures
cm_time2long	Transform Codes to Start-End Times
colSplit	Separate a Column Pasted by paste2
check_spelling_interactive.character	Check Spelling
counts	Generic Counts Method
counts.pronoun_type	Question Counts
counts.question_type	Question Counts
cm_long2dummy	Stretch and Dummy Code cm_xxx2long
htruncdf	Dataframe Viewing
dir_map	Map Transcript Files from a Directory to a Script
counts.SMOG	Readability Measures
cm_range.temp	Range Code Sheet
gantt_plot	Gantt Plot
counts.end_mark_by	Question Counts
gantt_rep	Generate Unit Spans for Repeated Measures
all_words	Searches Text Column for Words
left_just	Text Justification
key_merge	Merge Demographic Information with Person/Text Transcript
outlier_labeler	Locate Outliers in Numeric String
Dissimilarity	Dissimilarity Statistics
adjacency_matrix	Takes a Matrix and Generates an Adjacency Matrix
dist_tab	SPSS Style Frequency Tables
diversity	Diversity Statistics
paste2	Paste an Unspecified Number Of Text Columns
plot.character_table	Plots a character_table Object
plot.automated_readability_index	Plots a automated_readability_index Object
gantt	Gantt Durations
plot.cmspans	Plots a cmspans object
plot.cm_distance	Plots a cm_distance object
plot.cumulative_polarity	Plots a cumulative_polarity Object
inspect_text	Inspect Text Vectors
plot.cumulative_lexical_classification	Plots a cumulative_lexical_classification Object
hamlet	Hamlet (Complete & Split by Sentence)
is.global	Test If Environment is Global
check_spelling_interactive.check_spelling	Check Spelling
imperative	Intuitively Remark Sentences as Imperative
vertex_apply	Apply Parameter to List of Igraph Vertices/Edges
incomplete_replace	Denote Incomplete End Marks With "\|"
plot.freq_terms	Plots a freq_terms Object
multigsub	Multiple gsub
mcsv_r	Read/Write Multiple csv Files at a Time
plot.animated_lexical_classification	Plots an animated_lexical_classification Object
plot.animated_polarity	Plots an animated_polarity Object
check_spelling_interactive.factor	Check Spelling
end_inc	Test for Incomplete Sentences
gantt_wrap	Gantt Plot
plot.gantt	Plots a gantt object
plot.polarity_count	Plots a polarity_count Object
plot.end_mark_by	Plots a end_mark_by Object
phrase_net	Phrase Nets
check_text	Check Text For Potential Problems
gradient_cloud	Gradient Word Cloud
chunker	Break Text Into Ordered Word Chunks
cm_df.transcript	Transcript With Word Number
mraja1	Romeo and Juliet: Act 1 Dialogue Merged with Demographics
cm_df2long	Transform Codes to Start-End Durations
plot.polarity_score	Plots a polarity_score Object
common.list	list Method for common
plot.pos_preprocessed	Plots a pos_preprocessed Object
condense	Condense Dataframe Columns
mraja1spl	Romeo and Juliet: Act 1 Dialogue Merged with Demographics and Split
plot.Network	Plots a Network Object
counts.fry	Readability Measures
plot.cumulative_animated_polarity	Plots a cumulative_animated_polarity Object
plot.table_proportion	Plots a table_proportion Object
plot.table_count	Plots a table_count Object
plot.pronoun_type	Plots an pronoun_type Object
object_pronoun_type	Count Object Pronouns Per Grouping Variable
plot.cumulative_combo_syllable_sum	Plots a cumulative_combo_syllable_sum Object
plot.diversity	Plots a diversity object
plot.end_mark_by_count	Plots a end_mark_by_count Object
counts.linsear_write	Readability Measures
counts.word_stats	Word Stats
outlier_detect	Detect Outliers in Text
potential_NA	Search for Potential Missing Values
plot.formality	Plots a formality Object
sentiment_frame	Power Score (Sentiment Analysis)
plot.formality_scores	Plots a formality_scores Object
preprocessed.pronoun_type	Question Counts
cumulative	Cumulative Scores
discourse_map	Discourse Mapping
plot.end_mark	Plots an end_mark Object
Filter.all_words	Filter
dispersion_plot	Lexical Dispersion Plot
preprocessed.question_type	Question Counts
plot.object_pronoun_type	Plots an object_pronoun_type Object
NAer	Replace Missing Values (NA)
print.Dissimilarity	Prints a Dissimilarity object
plot.animated_discourse_map	Plots an animated_discourse_map Object
print.Network	Prints a Network Object
print.check_spelling_interactive	Prints a check_spelling_interactive Object
plot.animated_formality	Plots a animated_formality Object
kullback_leibler	Kullback Leibler Statistic
plot.lexical_classification_score	Plots a lexical_classification_score Object
plot.linsear_write	Plots a linsear_write Object
lexical_classification	Lexical Classification Score
cm_code.blank	Blank Code Transformation
cm_code.combine	Combine Codes
cm_distance	Distance Matrix Between Codes
plot.coleman_liau	Plots a coleman_liau Object
plot.question_type	Plots a question_type Object
cm_dummy2long	Convert cm_combine.dummy Back to Long
plot.question_type_preprocessed	Plots a question_type_preprocessed Object
multiscale	Nested Standardization
plot.sums_gantt	Plots a sums_gantt object
plot.polarity	Plots a polarity Object
plot.rmgantt	Plots a rmgantt object
plot.combo_syllable_sum	Plots a combo_syllable_sum Object
plot.sent_split	Plots a sent_split Object
plot.wfdf	Plots a wfdf object
plot.lexical_classification	Plots a lexical_classification Object
print.check_text	Prints a check_text Object
counts.automated_readability_index	Readability Measures
plot.cumulative_end_mark	Plots a cumulative_end_mark Object
name2sex	Names to Gender
plot.syllable_freq	Plots a syllable_freq Object
counts.character_table	Term Counts
print.cumulative_animated_polarity	Prints a cumulative_animated_polarity Object
plot.wfm	Plots a wfm object
plot.word_stats	Plots a word_stats object
counts.pos	Parts of Speech
print.cumulative_combo_syllable_sum	Prints a cumulative_combo_syllable_sum Object
plot.word_position	Plots a word_position object
plot.word_stats_counts	Plots a word_stats_counts Object
counts.pos_by	Parts of Speech
print.cumulative_lexical_classification	Prints a cumulative_lexical_classification Object
preprocessed.subject_pronoun_type	Question Counts
plot.subject_pronoun_type	Plots an subject_pronoun_type Object
plot.lexical_classification_preprocessed	Plots a lexical_classification_preprocessed Object
plot.sum_cmspans	Plot Summary Stats for a Summary of a cmspans Object
end_mark	Sentence End Marks
preprocessed.word_position	Word Position
plot.type_token_ratio	Plots a type_token_ratio Object
plot.word_proximity	Plots a word_proximity object
plot.cumulative_formality	Plots a cumulative_formality Object
env.syl	Syllable Lookup Environment
plot.weighted_wfm	Plots a weighted_wfm object
print.cumulative_animated_formality	Prints a cumulative_animated_formality Object
print.cumulative_animated_lexical_classification	Prints a cumulative_animated_lexical_classification Object
preprocessed.pos	Parts of Speech
exclude	Exclude Elements From a Vector
plot.cumulative_syllable_freq	Plots a cumulative_syllable_freq Object
print.cumulative_syllable_freq	Prints a cumulative_syllable_freqObject
print.discourse_map	Prints a discourse_map Object
polarity	Polarity Score (Sentiment Analysis)
formality	Formality Score
print.linsear_write	Prints an linsear_write Object
preprocessed.end_mark_by	Question Counts
print.cumulative_polarity	Prints a cumulative_polarity Object
pos	Parts of Speech Tagging
print.lexical_classification_preprocessed	Prints a lexical_classification_preprocessed Object
print.linsear_write_count	Prints a linsear_write_count Object
preprocessed.pos_by	Parts of Speech
new_project	Project Template
preprocessed.formality	Formality
print.end_mark_by_preprocessed	Prints a end_mark_by_preprocessed object
print.animated_polarity	Prints an animated_polarity Object
print.animated_lexical_classification	Prints an animated_lexical_classification Object
print.end_mark_by	Prints an end_mark_by object
print.object_pronoun_type	Prints a object_pronoun_type object
print.lexical_classification_score	Prints a lexical_classification_score Object
print.inspect_text	Prints an inspect_text Object
print.SMOG	Prints an SMOG Object
print.pos	Prints a pos Object.
ngrams	Generate ngrams
print.adjacency_matrix	Prints an adjacency_matrix Object
print.character_table	Prints a character_table object
print.check_spelling	Prints a check_spelling Object
print.coleman_liau	Prints an coleman_liau Object
print.cm_distance	Prints a cm_distance Object
print.pos_preprocessed	Prints a pos_preprocessed object
print.pos_by	Prints a pos_by Object.
print.diversity	Prints a diversity object
print.end_mark	Prints an end_mark object
print.polarity_count	Prints a polarity_count Object
print.wfm	Prints a wfm Object
print.wfm_summary	Prints a wfm_summary Object
print.polarity	Prints an polarity Object
print.readability_count	Prints a readability_count Object
print.readability_score	Prints a readability_score Object
print.kullback_leibler	Prints a kullback_leibler Object.
proportions.character_table	Term Counts
proportions.end_mark_by	Question Counts
proportions.question_type	Question Counts
print.sum_cmspans	Prints a sum_cmspans object
print.subject_pronoun_type	Prints a subject_pronoun_type object
print.phrase_net	Prints a phrase_net Object
proportions.pronoun_type	Question Counts
raj	Romeo and Juliet (Unchanged & Complete)
raj.act.1	Romeo and Juliet: Act 1
plot.SMOG	Plots a SMOG Object
print.linsear_write_scores	Prints a linsear_write_scores Object
print.pronoun_type	Prints a pronoun_type object
plot.discourse_map	Plots a discourse_map Object
print.word_proximity	Prints a word_proximity object
print.table_count	Prints a table_count object
print.word_stats	Prints a word_stats object
print.table_proportion	Prints a table_proportion object
plot.animated_character	Plots an animated_character Object
scores.object_pronoun_type	Question Counts
plot.cumulative_animated_formality	Plots a cumulative_animated_formality Object
print.ngrams	Prints an ngrams object
print.qdapProj	Prints a qdapProj Object
plot.cumulative_animated_lexical_classification	Plots a cumulative_animated_lexical_classification Object
plot.end_mark_by_preprocessed	Plots a end_mark_by_preprocessed Object
plot.lexical	Plots a lexical Object
plot.linsear_write_count	Plots a linsear_write_count Object
plot.kullback_leibler	Plots a kullback_leibler object
print.qdap_context	Prints a qdap_context object
plot.linsear_write_scores	Plots a linsear_write_scores Object
scores.polarity	Polarity
proportions.termco	Term Counts
proportions.subject_pronoun_type	Question Counts
scores.pos_by	Parts of Speech
plot.end_mark_by_proportion	Plots a end_mark_by_proportion Object
strip	Strip Text
scores.pronoun_type	Question Counts
strWrap	Wrap Character Strings to Format Paragraphs
proportions.pos	Parts of Speech
plot.table_score	Plots a table_score Object
plot.termco	Plots a termco object
print.sums_gantt	Prints a sums_gantt object
raj.act.1POS	Romeo and Juliet: Act 1 Parts of Speech by Person A dataset containing a list from pos_by using the mraja1spl data set (see pos_by for more information).
proportions.pos_by	Parts of Speech
print.syllable_sum	Prints an syllable_sum object
raj.act.5	Romeo and Juliet: Act 5
raj.act.2	Romeo and Juliet: Act 2
plot.word_cor	Plots a word_cor object
trans_context	Print Context Around Indices
qcombine	Combine Columns
plot.end_mark_by_score	Plots a end_mark_by_score Object
raj.demographics	Romeo and Juliet Demographics
sample.time.span	Minimal Time Span Data Set
trans_venn	Venn Diagram by Grouping Variable
print.word_list	Prints a word_list Object
scores	Generic Scores Method
plot.flesch_kincaid	Plots a flesch_kincaid Object
print.word_position	Prints a word_position object.
print.word_stats_counts	Prints a word_stats_counts object
scores.formality	Formality
plot.word_length	Plots a word_length Object
scores.fry	Readability Measures
preprocessed	Generic Preprocessed Method
word_list	Raw Word Lists/Frequency Counts
word_diff_list	Differences In Word Use Between Groups
word_length	Count of Word Lengths Type
qcv	Quick Character Vector
summary.wfdf	Summarize a wfdf object
word_network_plot	Word Network Plot
preprocessed.check_spelling_interactive	Check Spelling
pronoun_type	Count Object/Subject Pronouns Per Grouping Variable
plot.pos	Plots a pos Object
print.all_words	Prints an all_words Object
qheat	Quick Heatmap
plot.pos_by	Plots a pos_by Object
qprep	Quick Preparation of Text
summary.wfm	Summarize a wfm object
print.animated_character	Prints an animated_character Object
raj.act.3	Romeo and Juliet: Act 3
print.automated_readability_index	Prints an automated_readability_index Object
print.boolean_qdap	Prints a boolean_qdap object
raw.time.span	Minimal Raw Time Span Data Set
syllable_sum	Syllabication
plot.readability_count	Plots a readability_count Object
read.transcript	Read Transcripts Into R
print.colsplit2df	Prints a colsplit2df Object.
plot.readability_score	Plots a readability_score Object
raj.act.4	Romeo and Juliet: Act 4
synonyms	Search For Synonyms
scores.SMOG	Readability Measures
print.combo_syllable_sum	Prints an combo_syllable_sum object
preprocessed.lexical_classification	Lexical Classification
replace_abbreviation	Replace Abbreviations
preprocessed.object_pronoun_type	Question Counts
scores.automated_readability_index	Readability Measures
print.lexical_classification	Prints an lexical_classification Object
replace_contraction	Replace Contractions
weight	Weight a qdap Object
print.lexical_classification_by	Prints a lexical_classification Object
rm_row	Remove Rows That Contain Markers
word_associate	Find Associated Words
rm_stopwords	Remove Stop Words
pres_debate_raw2012	First 2012 U.S. Presidential Debate
pres_debates2012	2012 U.S. Presidential Debates
scores.end_mark_by	Question Counts
scores.character_table	Term Counts
print.animated_discourse_map	Prints an animated_discourse_map Object
print.animated_formality	Prints a animated_formality Object
print.cumulative_end_mark	Prints a cumulative_end_mark Object
print.question_type	Prints a question_type object
scores.flesch_kincaid	Readability Measures
print.cumulative_formality	Prints a cumulative_formality Object
print.question_type_preprocessed	Prints a question_type_preprocessed object
print.flesch_kincaid	Prints an flesch_kincaid Object
scores.word_position	Word Position
print.formality	Prints a formality Object
print.table_score	Prints a table_score object
print.termco	Prints a termco object.
print.formality_scores	Prints a formality_scores object
print.which_misspelled	Prints a which_misspelled Object
print.fry	Prints an fry Object
print.polarity_score	Prints a polarity_score Object
print.polysyllable_sum	Prints an polysyllable_sum object
scores.coleman_liau	Readability Measures
print.sent_split	Prints a sent_split object
scores.question_type	Question Counts
print.sub_holder	Prints a sub_holder object
scores.word_stats	Word Stats
print.word_associate	Prints a word_associate object
proportions.formality	Formality
print.trunc	Prints a trunc object
subject_pronoun_type	Count Subject Pronouns Per Grouping Variable
print.type_token_ratio	Prints a type_token_ratio Object
print.word_cor	Prints a word_cor object
scores.subject_pronoun_type	Question Counts
print.word_length	Prints a word_length object
proportions.object_pronoun_type	Question Counts
t.DocumentTermMatrix	Transposes a DocumentTermMatrix object
t.TermDocumentMatrix	Transposes a TermDocumentMatrix object
word_cor	Find Correlated Words
word_count	Word Counts
proportions.word_length	Word Length Counts
proportions.word_position	Word Position
summary.cmspans	Summarize a cmspans object
prop	Convert Raw Numeric Matrix or Data Frame to Proportions
qtheme	Add themes to a Network object.
question_type	Count of Question Type
termco	Search For and Count Terms
proportions	Generic Proportions Method
termco_c	Combine Columns from a termco Object
word_proximity	Proximity Matrix Between Words
word_position	Word Position
qdap	qdap: Quantitative Discourse Analysis Package
rajPOS	Romeo and Juliet Split in Parts of Speech
qdap_df	Create qdap Specific Data Structure
rajSPLIT	Romeo and Juliet (Complete & Split)
replace_symbol	Replace Symbols With Word Equivalents
random_sent	Generate Random Dialogue Data
replacer	Replace Cells in a Matrix or Data Frame
scores.termco	Term Counts
rank_freq_mplot	Rank Frequency Plot
replace_number	Replace Numbers With Text Representation
scores.word_length	Word Length Counts
replace_ordinal	Replace Mixed Ordinal Numbers With Text Representation
scores.lexical_classification	Lexical Classification
scores.linsear_write	Readability Measures
space_fill	Replace Spaces
spaste	Add Leading/Trailing Spaces
tot_plot	Visualize Word Length by Turn of Talk
trans_cloud	Word Clouds by Grouping Variable
scrubber	Clean Imported Text
sentSplit	Sentence Splitting
visual	Generic visual Method
visual.discourse_map	Discourse Map
speakerSplit	Break and Stretch if Multiple Persons per Cell
stemmer	Stem Text
type_token_ratio	Type-Token Ratio
unique_by	Find Unique Words by Grouping Variable
word_stats	Descriptive Word Statistics
Animate.gantt	Gantt Durations
Animate.gantt_plot	Gantt Plot
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Vignettes of qdap

Name
funs/extra_functions.txt
funs/utils_functions.txt
imgs/data_convert.png
imgs/qdaplogo.png
cleaning_and_debugging.pdf
qdap.bib
qdap_vignette.Rmd
tm_package_compatibility.pdf
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Last month downloads

Details

Type	Package
LazyData	TRUE
VignetteBuilder	knitr
License	GPL-2
URL	http://trinker.github.com/qdap/
BugReports	http://github.com/trinker/qdap/issues
RoxygenNote	6.1.1
NeedsCompilation	no
Packaged	2019-01-02 12:55:28 UTC; trinker
Repository	CRAN
Date/Publication	2019-01-02 13:40:07 UTC

imports	chron , dplyr (>= 0.3) , gdata , gender (>= 0.5.1) , ggplot2 (>= 2.1.0) , grid , gridExtra , igraph , methods , NLP , openNLP (>= 0.2-1) , parallel , plotrix , RCurl , reports , reshape2 , scales , stringdist , tidyr , tm (>= 0.7.6) , tools , venneuler , wordcloud , xlsx , XML
suggests	knitr , koRpus , lda , proxy , SnowballC , stringi , testthat
depends	qdapDictionaries (>= 1.0.2) , qdapRegex (>= 0.1.2) , qdapTools (>= 1.3.1) , R (>= 3.1.0) , RColorBrewer
Contributors	Dason Kurkiewicz, Bryan Goodrich