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Tasks-progress.html
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<!DOCTYPE html>
<html>
<head>
<meta charset="utf-8" />
<meta name="generator" content="pandoc" />
<meta http-equiv="X-UA-Compatible" content="IE=EDGE" />
<meta name="author" content="Luis Talavera" />
<meta name="date" content="2022-09-11" />
<title>Capstone Project Tasks</title>
<script>// Pandoc 2.9 adds attributes on both header and div. We remove the former (to
// be compatible with the behavior of Pandoc < 2.8).
document.addEventListener('DOMContentLoaded', function(e) {
var hs = document.querySelectorAll("div.section[class*='level'] > :first-child");
var i, h, a;
for (i = 0; i < hs.length; i++) {
h = hs[i];
if (!/^h[1-6]$/i.test(h.tagName)) continue; // it should be a header h1-h6
a = h.attributes;
while (a.length > 0) h.removeAttribute(a[0].name);
}
});
</script>
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) 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<h1 class="title toc-ignore">Capstone Project Tasks</h1>
<h4 class="author">Luis Talavera</h4>
<h4 class="date">2022-09-11</h4>
</div>
<div id="summary" class="section level2">
<h2>Summary</h2>
<p>This file will document the progress on the final project to build a
predictive text model of the Johns Hopkins University data science
specialization.</p>
</div>
<div id="task-0-understanding-the-problem" class="section level2">
<h2>Task 0: Understanding the problem</h2>
<p>Tasks to accomplish</p>
<p>Obtaining the data - Can you download the <a href="https://d396qusza40orc.cloudfront.net/dsscapstone/dataset/Coursera-SwiftKey.zip">data</a>
and load/manipulate it in R?</p>
<p>Familiarizing yourself with NLP and text mining - Learn about the
basics of natural language processing and how it relates to the data
science process you have learned in the Data Science Specialization.</p>
<p>Questions to consider</p>
<ol style="list-style-type: decimal">
<li><p>What do the data look like?</p></li>
<li><p>Where do the data come from?</p></li>
<li><p>Can you think of any other data sources that might help you in
this project?</p></li>
<li><p>What are the common steps in natural language
processing?</p></li>
<li><p>What are some common issues in the analysis of text
data?</p></li>
<li><p>What is the relationship between NLP and the concepts you have
learned in the Specialization?</p></li>
</ol>
</div>
<div id="task-1-getting-and-cleaning-data" class="section level2">
<h2>Task 1: Getting and cleaning data</h2>
<p>Tasks to accomplish</p>
<p>Tokenization - identifying appropriate tokens such as words,
punctuation, and numbers. Writing a function that takes a file as input
and returns a tokenized version of it.</p>
<p>Profanity filtering - removing profanity and other words you do not
want to predict.</p>
<pre class="r"><code>zip_url <- "https://d396qusza40orc.cloudfront.net/dsscapstone/dataset/Coursera-SwiftKey.zip"
zip_file <- "Coursera-Swiftkey.zip"
data_dir <- "./data/final"
if(!file.exists(paste0("./data/", zip_file))) {
download(zip_url)
}
if(!file.exists(data_dir)) {
setwd("./data")
unzip(zip_file)
setwd("../")
}</code></pre>
<pre class="r"><code>sample_text <- function(file_name, output_name) {
set.seed(1234)
lines <- scan(file_name, character(0), sep = "\n") # separate each line
n_lines <- as.numeric(countLines(file_name))
#conn <- file(file_name, "r")
#lines <- readLines(conn, encoding="UTF-8")
# Fix wrong file encoding
fixed <- iconv(lines, from = "UTF-8", to = "Windows-1252")
Encoding(fixed) <- "UTF-8"
selected_lines <- sample(n_lines, size = n_lines/1000, replace = FALSE)
subset_text <- fixed[selected_lines]
writeLines(subset_text, con=output_name, "\n")
#close(conn)
}
if(!file.exists(paste0(data_dir, "/en_US/en_US_sample.twitter.txt"))) {
sample_text(paste0(data_dir, "/en_US/en_US.twitter.txt"),
paste0(data_dir, "/en_US/en_US_sample.twitter.txt"))
}</code></pre>
<pre class="r"><code># Create a list to store all data transformations
data <- list()</code></pre>
<pre class="r"><code>conn <- file(paste0(data_dir, "/en_US/en_US_sample.twitter.txt"), "r")
lines <- readLines(conn,encoding="UTF-8")
fixed <- iconv(lines, from = "UTF-8", to = "Windows-1252")
Encoding(fixed) <- "UTF-8"
close(conn)
data$text_tibble <- tibble(line = 1:length(lines), text = lines)
data$original <- data$text_tibble %>%
unnest_tokens(token, text, strip_punct = TRUE) %>%
filter(!is.na(token)) %>%
mutate(word = token)
# Remove stopwords
data$wo_stepwords <- data$original %>%
anti_join(stop_words, by=c("token"="word"))</code></pre>
<pre class="r"><code># Using sentimentr
data$sentences <- get_sentences(lines)
profanity_terms <- extract_profanity_terms(data$sentences) # names: neutral, profanity, sentence
profane_words <- unique(unlist(profanity_terms$profanity))
# Filter profanity
data$wo_profanity <- data$wo_stepwords %>%
filter(!token %in% profane_words)</code></pre>
<pre class="r"><code># Remove numbers
data$wo_numbers <- data$wo_profanity %>% filter(!grepl("^\\d+$", word))
# Remove misspelled words
data$correct_words <- data$wo_numbers %>% filter(hunspell_check(word))</code></pre>
</div>
<div id="exploratory-analysis" class="section level2">
<h2>Exploratory Analysis</h2>
<div id="gram" class="section level3">
<h3>1-gram</h3>
<pre class="r"><code>wf <- count(data$correct_words, word, sort = TRUE)
wf10 <- head(wf,15)
ggplot(wf10, aes(x=reorder(word, n), y=n, fill = word)) +
geom_bar(stat='identity', show.legend = FALSE) +
coord_flip() +
xlab("Word")</code></pre>
<p><img 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" width="672" /></p>
<pre class="r"><code>set.seed(1234)
wordcloud(words = wf$word, freq = wf$n, min.freq = 10,
max.words=100, random.order=FALSE, rot.per=0.35,
colors=brewer.pal(8, "Dark2"))</code></pre>
<p><img 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" width="672" /></p>
<pre class="r"><code>data$bing_word_counts <- data$wo_profanity %>%
inner_join(get_sentiments("bing")) %>%
count(word, sentiment, sort = TRUE) %>%
ungroup()</code></pre>
<pre><code>## Joining, by = "word"</code></pre>
<pre class="r"><code>data$bing_word_counts %>%
group_by(sentiment) %>%
slice_max(n, n = 10) %>%
ungroup() %>%
mutate(word = reorder(word, n)) %>%
ggplot(aes(n, word, fill = sentiment)) +
geom_col(show.legend = FALSE) +
facet_wrap(~sentiment, scales = "free_y") +
labs(x = "Contribution to sentiment",
y = NULL)</code></pre>
<p><img 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" width="672" /></p>
<pre class="r"><code>data$nrc_word_counts <- data$wo_profanity %>%
inner_join(get_sentiments("nrc")) %>%
count(word, sentiment, sort = TRUE) %>%
ungroup()</code></pre>
<pre><code>## Joining, by = "word"</code></pre>
<pre class="r"><code>data$nrc_word_counts %>%
group_by(sentiment) %>%
slice_max(n, n = 10) %>%
ungroup() %>%
mutate(word = reorder(word, n)) %>%
ggplot(aes(n, word, fill = sentiment)) +
geom_col(show.legend = FALSE) +
facet_wrap(~sentiment, scales = "free_y") +
labs(x = "Contribution to sentiment",
y = NULL)</code></pre>
<p><img 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" width="672" /></p>
</div>
<div id="gram-1" class="section level3">
<h3>2-gram</h3>
<pre class="r"><code>data$bigram <- data$text_tibble %>%
unnest_tokens(bigram, text, token = "ngrams", n = 2) %>%
# Replace na tokens with blank str
# mutate(word = if_else(is.na(bigram), "", bigram))
filter(!is.na(bigram))</code></pre>
<pre class="r"><code>bigrams_separated <- data$bigram %>%
separate(bigram, c("word1", "word2"), sep = " ")
bigrams_filtered <- bigrams_separated %>%
filter(!word1 %in% stop_words$word) %>%
filter(!word2 %in% stop_words$word) %>%
filter(!word1 %in% profane_words) %>%
filter(!word2 %in% profane_words) %>%
filter(!is.na(word1)) %>%
filter(!is.na(word2)) %>%
filter(!grepl("^\\d+$", word1)) %>%
filter(!grepl("^\\d+$", word2)) %>%
filter(hunspell_check(word1)) %>%
filter(hunspell_check(word2))
data$bigrams_separated <- bigrams_filtered
data$bigrams_filtered <- bigrams_filtered %>%
unite(bigram, word1, word2, sep = " ")</code></pre>
<pre class="r"><code>bf <- count(data$bigrams_filtered, bigram, sort = TRUE)
bf10 <- head(bf,15)
ggplot(bf10, aes(x=reorder(bigram, n), y=n, fill = bigram)) +
geom_bar(stat='identity', show.legend = FALSE) +
coord_flip() +
xlab("Bigram")</code></pre>
<p><img 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" width="672" /></p>
</div>
<div id="gram-2" class="section level3">
<h3>3-gram</h3>
<pre class="r"><code>data$trigram <- data$text_tibble %>%
unnest_tokens(trigram, text, token = "ngrams", n = 3) %>%
# Replace na tokens with blank str
mutate(word = if_else(is.na(trigram), "", trigram))</code></pre>
<pre class="r"><code>trigrams_separated <- data$trigram %>%
separate(trigram, c("word1", "word2", "word3"), sep = " ")
trigrams_filtered <- trigrams_separated %>%
filter(!word1 %in% stop_words$word) %>%
filter(!word2 %in% stop_words$word) %>%
filter(!word3 %in% stop_words$word) %>%
filter(!word1 %in% profane_words) %>%
filter(!word2 %in% profane_words) %>%
filter(!word3 %in% profane_words) %>%
filter(!is.na(word1)) %>%
filter(!is.na(word2)) %>%
filter(!is.na(word3)) %>%
filter(!grepl("^\\d+$", word1)) %>%
filter(!grepl("^\\d+$", word2)) %>%
filter(!grepl("^\\d+$", word3)) %>%
filter(hunspell_check(word1)) %>%
filter(hunspell_check(word2)) %>%
filter(hunspell_check(word3))
data$trigrams_separated <- trigrams_filtered
data$trigrams_filtered <- trigrams_filtered %>%
unite(trigram, word1, word2, word3, sep = " ")</code></pre>
<pre class="r"><code>tf <- count(data$trigrams_filtered, trigram, sort = TRUE)
tf10 <- head(tf,15)
ggplot(tf10, aes(x=reorder(trigram, n), y=n, fill = trigram)) +
geom_bar(stat='identity', show.legend = FALSE) +
coord_flip() +
xlab("Trigram")</code></pre>
<p><img 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" width="672" /></p>
</div>
<div id="todo" class="section level3">
<h3>TODO</h3>
<p>Ir explicando los pasos y describir mis descubrimientos</p>
</div>
</div>
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