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qdap (version 1.3.2)

Bridging the gap between qualitative data and quantitative analysis

Description

This package 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.

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Version

Install

install.packages('qdap')

Monthly Downloads

3,763

Version

1.3.2

License

GPL-2

Maintainer

Tyler Rinker

Last Published

March 17th, 2014

Functions in qdap (1.3.2)

Fictitious Classroom Dialogue

cm_code.transform

Transform Codes

A Generic to Long Function

Fictitious Split Sentence Classroom Dialogue

Combine Columns to Class

cm_code.exclude

Transform Codes to Start-End Durations

Tabulate Frequency Counts for Multiple Vectors

Intuitively Remark Sentences as Imperative

list Method for common

Replace Missing Values (NA)

Grab Begin/End of String to Character

plot.linsear_write_scores

Plots a linsear_write_scores Object

cm_df.transcript

Transcript With Word Number

Word Frequency Matrix

counts.linsear_write

Readability Measures

print.flesch_kincaid

Prints an flesch_kincaid Object

counts.character_table

Separate a Column Pasted by paste2

counts.flesch_kincaid

Readability Measures

Remove Escaped Characters

Test for Incomplete Sentences

outlier_labeler

Locate Outliers in Numeric String

automated_readability_index

Readability Measures

Dataframe Viewing

Searches Text Column for Words

adjacency_matrix

Takes a Matrix and Generates an Adjacency Matrix

ID By Row Number or Sequence Along

Remove Leading/Trailing White Space

Distance Matrix Between Codes

Parts of Speech

Transform Codes to Start-End Times

kullback_leibler

Kullback Leibler Statistic

Filter.TermDocumentMatrix

Plots a diversity object

plot.automated_readability_index

Plots a automated_readability_index Object

Plots a pos Object

plot.question_type_preprocessed

Plots a question_type_preprocessed Object

Gradient Word Cloud

Read/Write Multiple csv Files at a Time

Romeo and Juliet: Act 1 Dialogue Merged with Demographics and Split

Readability Measures

Text Justification

Find Frequent Terms

Condense Dataframe Columns

Replace Blanks in a dataframe

plot.sum_cmspans

Plot Summary Stats for a Summary of a cmspans Object

Dissimilarity Statistics

preprocessed.formality

Transform Codes to Start-End Durations

Break Transcript Dialogue into Blank Code Matrix

plot.table_proportion

Plots a table_proportion Object

Project Template

plot.kullback_leibler

Plots a kullback_leibler object

Plots a cmspans object

Parts of Speech Tagging

Exclude Elements From a Vector

plot.character_table

Plots a character_table Object

Hash/Dictionary Lookup

plot.readability_count

Plots a readability_count Object

Sentence End marks

plot.cm_distance

Plots a cm_distance object

Find Duplicated Words in a Text String

plot.freq_terms

Plots a freq_terms Object

Generic Counts Method

counts.formality

plot.linsear_write

Plots a linsear_write Object

Polarity Score (Sentiment Analysis)

Time Span Code Sheet

Readability Measures

Parts of Speech

Fictitious Repeated Measures Classroom Dialogue

counts.coleman_liau

Readability Measures

Plots a SMOG Object

cm_combine.dummy

Find Co-occurrence Between Dummy Codes

Range Code Sheet

Capitalize Select Words

Formality Score

Stretch and Dummy Code cm_xxx2long

cm_code.overlap

Find Co-occurrence Between Codes

pres_debate_raw2012

First 2012 U.S. Presidential Debate

Bracket Parsing

Convert cm_combine.dummy Back to Long

plot.formality_scores

Plots a formality_scores Object

incomplete_replace

Denote Incomplete End Marks With "|"

Generates start and end times of supplied text selections (i.e., text selections are determined by any number of grouping variables).

Romeo and Juliet: Act 1 Dialogue Merged with Demographics

Plots a wfdf object

counts.polarity

print.coleman_liau

Prints an coleman_liau Object

Combine Columns

Merge Demographic Information with Person/Text Transcript

plot.word_stats_counts

Plots a word_stats_counts Object

print.boolean_qdap

Prints a boolean_qdap object

print.cm_distance

Prints a cm_distance Object

Plots a formality Object

preprocessed.pos_by

Parts of Speech

Replace Cells in a Matrix or Data Frame

print.formality

Prints a formality Object

Generic Proportions Method

Summarize a wfdf object

Prints a trunc object

Map Transcript Files from a Directory to a Script

sample.time.span

Minimal Time Span Data Set

Wrap Character Strings to Format Paragraphs

plot.polarity_count

Plots a polarity_count Object

Find Common Words Between Groups

scores.polarity

plot.word_proximity

Plots a word_proximity object

print.formality_scores

Prints a formality_scores object

plot.word_stats

Plots a word_stats object

print.linsear_write_count

Prints a linsear_write_count Object

plot.sent_split

Plots a sent_split Object

print.sums_gantt

Prints a sums_gantt object

Prints a termco object.

Quick Character Vector

Search For Synonyms

Prints an polarity Object

Search For and Count Terms

plot.polarity_score

Plots a polarity_score Object

print.word_stats

Prints a word_stats object

Visualize Word Length by Turn of Talk

scores.word_stats

Prints an fry Object

print.diversity

Prints a diversity object

print.word_associate

Prints a word_associate object

Plots a pos_by Object

Nested Standardization

print.qdap_context

Prints a qdap_context object

plot.question_type

Plots a question_type Object

print.automated_readability_index

Prints an automated_readability_index Object

Plots a rmgantt object

plot.readability_score

Plots a readability_score Object

print.colsplit2df

Prints a colsplit2df Object.

dispersion_plot

Lexical Dispersion Plot

Detect Outliers in Text

proportions.pos

Parts of Speech

Romeo and Juliet: Act 1

Raw Word Lists/Frequency Counts

Names to Gender Prediction

Generate ngrams

Prints a qdapProj Object

Convert h:m:s to Seconds

Prints a pos Object.

Generate Unit Spans for Repeated Measures

plot.table_count

Plots a table_count Object

plot.table_score

Plots a table_score Object

Plots a termco object

Readability Measures

Plots a gantt object

Romeo and Juliet Split in Parts of Speech

counts.word_stats

Hash Table/Dictionary Lookup

plot.flesch_kincaid

Plots a flesch_kincaid Object

plot.weighted_wfm

Plots a weighted_wfm object

print.readability_score

Prints a readability_score Object

print.Dissimilarity

Prints a Dissimilarity object

Convert Raw Numeric Matrix or Data Frame to Proportions

print.sum_cmspans

Prints a sum_cmspans object

Paste an Unspecified Number Of Text Columns

preprocessed.question_type

Question Counts

Break and Stretch if Multiple Persons per Cell

Plots a word_cor object

Prints an ngrams object

tm Package Compatibility Tools: Apply to or Convert to/from Term Document Matrix or Document Term Matrix

Count of Question Type

Search for Potential Missing Values

scores.flesch_kincaid

Readability Measures

replace_abbreviation

Replace Abbreviations

proportions.formality

t.TermDocumentMatrix

Transposes a TermDocumentMatrix object

print.linsear_write_scores

Prints a linsear_write_scores Object

Minimal Raw Time Span Data Set

Proximity Matrix Between Words

proportions.question_type

Question Counts

print.character_table

Prints a character_table object

scores.coleman_liau

Readability Measures

Summarize a wfm object

Convert Seconds to h:m:s

print.word_list

Prints a word_list Object

print.adjacency_matrix

Prints an adjacency_matrix Object

print.pos_preprocessed

Prints a pos_preprocessed object

Romeo and Juliet: Act 4

t.DocumentTermMatrix

Transposes a DocumentTermMatrix object

Prints a word_cor object

proportions.termco

Parts of Speech

Word Clouds by Grouping Variable

Clean Imported Text

Venn Diagram by Grouping Variable

Remove Stop Words

Vectorized Version of outer

raj.demographics

Romeo and Juliet Demographics

Find Correlated Words

read.transcript

Read Transcripts Into R

scores.question_type

Question Counts

print.word_proximity

Prints a word_proximity object

preprocessed.pos

Parts of Speech

Prints a wfm Object

Differences In Word Use Between Groups

Replace Symbols With Word Equivalents

Remove Rows That Contain Markers

scores.character_table

Romeo and Juliet: Act 3

print.question_type

Prints a question_type object

plot.pos_preprocessed

Plots a pos_preprocessed Object

print.kullback_leibler

Prints a kullback_leibler Object.

print.polarity_count

Prints a polarity_count Object

Find Associated Words

rank_freq_mplot

Rank Frequency Plot

print.linsear_write

Prints an linsear_write Object

scores.formality

Prints a pos_by Object.

print.readability_count

Prints a readability_count Object

print.polarity_score

Prints a polarity_score Object

Remove/Replace URLs

print.table_count

Prints a table_count object

print.table_proportion

Prints a table_proportion object

scores.linsear_write

Readability Measures

Replace Numbers With Text Representation

Print Context Around Indices

print.all_words

Prints an all_words Object

print.question_type_preprocessed

Prints a question_type_preprocessed object

Prints an SMOG Object

print.table_score

Prints a table_score object

Romeo and Juliet (Complete & Split)

Romeo and Juliet (Unchanged & Complete)

Generic Scores Method

proportions.character_table

Add Leading/Trailing Spaces

Combine Columns from a termco Object

proportions.pos_by

Parts of Speech

Romeo and Juliet: Act 2

Romeo and Juliet: Act 5

Download Instructional Documents

scores.automated_readability_index

Readability Measures

Search Columns of a Data Frame

counts.question_type

Question Counts

SPSS Style Frequency Tables

Diversity Statistics

plot.coleman_liau

Plots a coleman_liau Object

plot.linsear_write_count

Plots a linsear_write_count Object

plot.sums_gantt

Plots a sums_gantt object

Generic Preprocessed Method

pres_debates2012

2012 U.S. Presidential Debates

print.wfm_summary

Prints a wfm_summary Object

Prints a v_outer Object.

Quick Preparation of Text

Sentence Splitting

Map Words to Colors

Readability Measures

word_network_plot

Word Network Plot

Blank Code Transformation

cm_code.combine

counts.automated_readability_index

Readability Measures

Wrapper for colSplit that Returns Dataframe(s)

List/Matrix/Vector to Dataframe

Plots a polarity Object

Plots a wfm object

print.sent_split

Prints a sent_split object

print.word_stats_counts

Prints a word_stats_counts object

qdap: Quantitative Discourse Analysis Package

replace_contraction

Replace Contractions

summary.cmspans

Summarize a cmspans object

Descriptive Word Statistics