Working with strings in R

class: center, middle, inverse, title-slide

.title[
# Working with strings in R
]
.subtitle[
## IBS 519 - Week 12 - TA session
]
.author[
### Ashlyn Johnson
]
.date[
### 11/9/22
]

---

# Agenda
## First Half of Class
-   What are strings? 
-   `paste()` and `paste0`
-   regular expressions and `grep` functions 
-   `stringR`

## Second Half of Class 
-   Homework Questions

---
class: inverse, center, middle

# What are strings?
---
# Strings are ...

--
Any values/characters between **single (')** or **double ('')** quotation marks
--

```r
my_first_string <- 'Hello world'; my_first_string # semicolon separates the two individual expressions
```

```
## [1] "Hello world"
```
--
Double quotes are preferred, according to the [tidyverse style guide](https://style.tidyverse.org/syntax.html?q=quo#character-vectors). Unless your string has a quote within it.

```r
my_second_string <- "Goodbye"; my_second_string
```

```
## [1] "Goodbye"
```

```r
my_third_string <- 'She said "Howdy"'; my_third_string
```

```
## [1] "She said \"Howdy\""
```
???
Notice how the strings, when printed out, look the same. However, the tidyverse actually has a style guide which recommends using double quotes unless the string contains multiple quotations. When you include multiple quotations, the console will print out the text with these backwards slashes, which are called escapes. You can save strings to an object like we just did with `my_first_string`, `my_second_string`, and `my_third_string`.
---
You can combine multiple strings or string objects into a vector using `c()`.

```r
my_string_vector <- c(my_first_string, my_second_string, my_third_string); my_string_vector
```

```
## [1] "Hello world"        "Goodbye"            "She said \"Howdy\""
```
--
This vector of strings can also be referred to as a **character** vector.

```r
class(my_string_vector)
```

```
## [1] "character"
```
--
**Character** columns in a dataframe are comprised of **strings**.  
---
# Why do we need to concern ourselves with strings? 
-   While we often deal with numbers, data can be in the form of strings 
  -   Gene/Protein IDs in 'omic studies 
  -   Raw files for some of these 'omic studies can come in the FASTA format which is text based 
  -   Qualitative analyses 
  -   Categorical variables 
-   Cleaning up column and row names 
???
Now, we're going to go over some common functions and methods that we can use with strings, some of which you have likely seen before

---
# Horror Movies Dataset from the Tidy Tuesday Repository
-   Information about Horror Movies dating back to the 1950s 
-   Extracted from [The Movie Database](https://www.themoviedb.org/) by [Tanya Shapiro](https://github.com/tashapiro)

```r
library(tidytuesdayR)
library(tidyverse)
tuesdata <- tt_load(2022, week = 44)
```

```
## 
## 	Downloading file 1 of 1: `horror_movies.csv`
```

```r
horror_movies <- tuesdata$horror_movies
```
---

```r
glimpse(horror_movies)
```

```
## Rows: 32,540
## Columns: 20
## $ id <dbl> 760161, 760741, 882598, 756999, 772450, 1014226, 717…
## $ original_title <chr> "Orphan: First Kill", "Beast", "Smile", "The Black P…
## $ title <chr> "Orphan: First Kill", "Beast", "Smile", "The Black P…
## $ original_language <chr> "en", "en", "en", "en", "es", "es", "en", "en", "en"…
## $ overview <chr> "After escaping from an Estonian psychiatric facilit…
## $ tagline <chr> "There's always been something wrong with Esther.", …
## $ release_date <date> 2022-07-27, 2022-08-11, 2022-09-23, 2022-06-22, 202…
## $ poster_path <chr> "/pHkKbIRoCe7zIFvqan9LFSaQAde.jpg", "/xIGr7UHsKf0URW…
## $ popularity <dbl> 5088.584, 2172.338, 1863.628, 1071.398, 1020.995, 93…
## $ vote_count <dbl> 902, 584, 114, 2736, 83, 1, 125, 1684, 73, 1035, 637…
## $ vote_average <dbl> 6.9, 7.1, 6.8, 7.9, 7.0, 1.0, 5.8, 7.0, 6.5, 6.8, 7.…
## $ budget <dbl> 0, 0, 17000000, 18800000, 0, 0, 20000000, 68000000, …
## $ revenue <dbl> 9572765, 56000000, 45000000, 161000000, 0, 0, 289259…
## $ runtime <dbl> 99, 93, 115, 103, 0, 0, 88, 130, 90, 106, 98, 89, 97…
## $ status <chr> "Released", "Released", "Released", "Released", "Rel…
## $ adult <lgl> FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FALSE, FAL…
## $ backdrop_path <chr> "/5GA3vV1aWWHTSDO5eno8V5zDo8r.jpg", "/2k9tBql5GYH328…
## $ genre_names <chr> "Horror, Thriller", "Adventure, Drama, Horror", "Hor…
## $ collection <dbl> 760193, NA, NA, NA, NA, NA, 94899, NA, NA, 950289, N…
## $ collection_name <chr> "Orphan Collection", NA, NA, NA, NA, NA, "Jeepers Cr…
```

---
class: inverse, middle, center
# `paste` and `paste0`
---
# `paste` and `paste0`, a workhorse for strings 
- used to concatenate strings 
- paste automatically inserts a space between each item while paste0 does not 
  -   Can change the separator (`sep`) from a space to something else

```r
paste(my_first_string, ',', my_second_string, 'world') # adding in 'world' to make the final string more poetic 
```

```
## [1] "Hello world , Goodbye world"
```

```r
paste(my_first_string, my_second_string, sep = '_') # example with different separator argument 
```

```
## [1] "Hello world_Goodbye"
```

```r
paste0(my_first_string, ', ', my_second_string, ' world')
```

```
## [1] "Hello world, Goodbye world"
```
---
# Creating vectors with paste functions

We often need to create a vector of IDs

```r
paste('sample', 1:30, sep = '_')
```

```
##  [1] "sample_1"  "sample_2"  "sample_3"  "sample_4"  "sample_5"  "sample_6" 
##  [7] "sample_7"  "sample_8"  "sample_9"  "sample_10" "sample_11" "sample_12"
## [13] "sample_13" "sample_14" "sample_15" "sample_16" "sample_17" "sample_18"
## [19] "sample_19" "sample_20" "sample_21" "sample_22" "sample_23" "sample_24"
## [25] "sample_25" "sample_26" "sample_27" "sample_28" "sample_29" "sample_30"
```
--

```r
paste0('sample', '_',  1:30)
```

???
We often need to create a vector of ID. I know that we've had to do that for our class. We can use the paste functions to easily do that. 
---
# We can combine `mutate` with `paste` to create new columns

```r
horror_movies1 <- horror_movies %>% 
 mutate(title_tagline = paste0(horror_movies$title, ' - ', horror_movies$tagline))
horror_movies1$title_tagline %>% head()
```

```
## [1] "Orphan: First Kill - There's always been something wrong with Esther."
## [2] "Beast - Fight for family." 
## [3] "Smile - Once you see it, it’s too late." 
## [4] "The Black Phone - Never talk to strangers." 
## [5] "Presences - NA" 
## [6] "Sonríe - NA"
```
---
class: center, middle, inverse
# Regular expressions and grep
---
.pull-left[
# Regular expressions
- sequence of characters that specifies a search pattern in text
- useful for matching complex/hyper-specific patterns 
- also referred to as regex or regexp
- many 'cheatsheets' online & websites that can help you build a regular expression
- RStudio addin, [regexplain](https://github.com/gadenbuie/regexplain), can also help you build regular expressions
]
.pull-right[
<iframe src="https://www.petefreitag.com/cheatsheets/regex/" width="100%" height="600px" data-external="1"></iframe>
]
---
# regexr.com
<iframe src="https://regexr.com/" width="100%" height="500px" data-external="1"></iframe>
---
# grep, grepl, gsub
- `grep()`: searches for matches of a regular expression and returns the **indices** of matches
- `grepl()`: searches for matches of a regular expression and returns a **logical** vector
- `gsub()`: searches for a matches of a regular expression and **replaces** with a string

???
global regular expression print
---
# grep

```r
scream_index <- grep(pattern = 'scream', x = horror_movies$title, ignore.case = TRUE)
head(scream_index) # indices of rows that have 'scream' in the title
```

```
## [1]   27  190  289  362  437 1728
```
--
We can use these indices to subset the dataframe for just movies with 'scream' in the title.

```r
horror_movies[scream_index, ] %>% head()
```

```
## # A tibble: 6 × 20
## id original_title title origi…¹ overv…² tagline release_…³ poste…⁴ popul…⁵
## <dbl> <chr> <chr> <chr> <chr> <chr> <date> <chr> <dbl>
## 1 646385 Scream Scre… en "Twent… It's a… 2022-01-12 /1m3W6… 291. 
## 2 4232 Scream Scre… en "A kil… Someon… 1996-12-20 /3O3kl… 67.8
## 3 4233 Scream 2 Scre… en "Two y… Someon… 1997-12-12 /rcI1e… 51.0
## 4 41446 Scream 4 Scre… en "Sidne… New de… 2011-04-11 /g0YcS… 42.3
## 5 4234 Scream 3 Scre… en "As bo… Someon… 2000-02-03 /qpH8T… 37.5
## 6 14853 Screamers: Th… Scre… en "A gro… The Pe… 2009-02-17 /xOOA1… 11.0
## # … with 11 more variables: vote_count <dbl>, vote_average <dbl>, budget <dbl>,
## # revenue <dbl>, runtime <dbl>, status <chr>, adult <lgl>,
## # backdrop_path <chr>, genre_names <chr>, collection <dbl>,
## # collection_name <chr>, and abbreviated variable names ¹original_language,
## # ²overview, ³release_date, ⁴poster_path, ⁵popularity
```
---
# grepl

```r
scream_logical <- grepl(pattern = 'scream', x = horror_movies$title, ignore.case = TRUE)
head(scream_logical)
```

```
## [1] FALSE FALSE FALSE FALSE FALSE FALSE
```
--
We can combine this code with `mutate` to create a new column called `scream` which we can then use to `filter` the dataframe.

```r
horror_movies %>% 
  mutate(scream =  grepl(pattern = 'scream', x = horror_movies$title, ignore.case = TRUE)) %>% 
  filter(scream == TRUE) %>% head(n = 3)
```

```
## # A tibble: 3 × 21
## id original_title title origi…¹ overv…² tagline release_…³ poste…⁴ popul…⁵
## <dbl> <chr> <chr> <chr> <chr> <chr> <date> <chr> <dbl>
## 1 646385 Scream Scre… en Twenty… It's a… 2022-01-12 /1m3W6… 291. 
## 2 4232 Scream Scre… en A kill… Someon… 1996-12-20 /3O3kl… 67.8
## 3 4233 Scream 2 Scre… en Two ye… Someon… 1997-12-12 /rcI1e… 51.0
## # … with 12 more variables: vote_count <dbl>, vote_average <dbl>, budget <dbl>,
## # revenue <dbl>, runtime <dbl>, status <chr>, adult <lgl>,
## # backdrop_path <chr>, genre_names <chr>, collection <dbl>,
## # collection_name <chr>, scream <lgl>, and abbreviated variable names
## # ¹original_language, ²overview, ³release_date, ⁴poster_path, ⁵popularity
```
---
# gsub
Perhaps we don't like scary movies or loud movies and we wanted to make this dataframe a little less frightening. We could replace all of the 'scream' titles with 'whisper'. Let's use `gsub` and `mutate` to make a more `friendly_title` column. 
--

```r
horror_movies_friendly <- horror_movies %>% 
 mutate(friendly_title = gsub(pattern = 'scream', 
 replacement = 'whisper', 
 horror_movies$title, 
 ignore.case = TRUE))

head(horror_movies_friendly$friendly_title)
```

```
## [1] "Orphan: First Kill" "Beast"              "Smile"             
## [4] "The Black Phone"    "Presences"          "Sonríe"
```

---
#gsub

The contents of the new `friendly_title` column is almost the same as the `title` column, which is why we don't see any new `whisper` titles. We have to search our dataframe to find where the replacements occurred.

```r
horror_movies_friendly %>% 
* filter(grepl(pattern = 'whisper', x = .$friendly_title)) %>%
  select(title, friendly_title) %>% 
  head(n = 8)
```

```
## # A tibble: 8 × 2
## title friendly_title 
## <chr> <chr> 
## 1 Scream whisper 
## 2 Scream whisper 
## 3 Scream 2 whisper 2 
## 4 Scream 4 whisper 4 
## 5 Scream 3 whisper 3 
## 6 Screamers: The Hunting whisperers: The Hunting
## 7 Scream of the Banshee whisper of the Banshee 
## 8 Screamers whisperers
```
---
class: center, middle, inverse 
# stringR
---
# stringR: the Tidyverse solution to strings 
- built off of `stringi` and contains named functions for some of the most common string manipulations 
- stringR functions make use of regular expressions to match strings and carry out various processes
- some stringR functions that I use often: 
 - `str_glue()` - combine strings with objects/variables in your environment
 - `str_replace_all()` - replaces pattern matches with string of choice 
 - `str_view()` - shows matches to your regular expression
 - And many more! 
 
---
# [stringR cheatsheet](https://github.com/rstudio/cheatsheets/blob/main/strings.pdf)
<embed src="strings_cheatsheet.pdf" width="100%" height="500px" type="application/pdf" />
---
# stringR examples: `str_glue`
Combining the contents of the `title` column in `horror_movies` with a string, similar to `paste()`.

```r
str_glue('My favorite movie is {horror_movies$title}') %>% head()
```

```
## My favorite movie is Orphan: First Kill
## My favorite movie is Beast
## My favorite movie is Smile
## My favorite movie is The Black Phone
## My favorite movie is Presences
## My favorite movie is Sonríe
```
---
# stringR examples: `str_replace_all`
Replacing the word 'horror' with 'scary', similar to `gsub()`

```r
head(horror_movies$genre_names)
```

```
## [1] "Horror, Thriller"          "Adventure, Drama, Horror" 
## [3] "Horror, Mystery, Thriller" "Horror, Thriller"         
## [5] "Horror"                    "Horror, Thriller"
```

```r
str_replace_all(string = horror_movies$genre_names, 
                pattern = 'Horror', 
                replacement = 'Scary') %>% head()
```

```
## [1] "Scary, Thriller"          "Adventure, Drama, Scary" 
## [3] "Scary, Mystery, Thriller" "Scary, Thriller"         
## [5] "Scary"                    "Scary, Thriller"
```
---
# stringR examples: `str_view()`
Visualizes pattern matches. For example, I am looking for movies whose titles start (left) and end (right) with a number. 
.pull-left[

```r
str_view(string = horror_movies$title, 
             pattern = '^\\d', 
             match = TRUE)
```

<div id="htmlwidget-54197ee448e4215ca0ef" style="width:960px;height:100%;" class="str_view html-widget"></div>
<script type="application/json" data-for="htmlwidget-54197ee448e4215ca0ef">{"x":{"html":"<ul>\n <li>2<\/span>8 Weeks Later<\/li>\n <li>2<\/span>8 Days Later<\/li>\n <li>1<\/span>2 Hour Shift<\/li>\n <li>3<\/span>0 Days of Night<\/li>\n <li>4<\/span>7 Meters Down<\/li>\n <li>1<\/span>408<\/li>\n <li>1<\/span>0 Cloverfield Lane<\/li>\n <li>4<\/span>7 Meters Down: Uncaged<\/li>\n <li>7<\/span> Guardians of the Tomb<\/li>\n <li>4<\/span>7 Hours to Live<\/li>\n <li>1<\/span>922<\/li>\n <li>3<\/span>0 Days of Night: Dark Days<\/li>\n <li>1<\/span>00 Candles<\/li>\n <li>1<\/span>3 Sins<\/li>\n <li>3<\/span>1<\/li>\n <li>3<\/span>0 Miles from Nowhere<\/li>\n <li>3<\/span> from Hell<\/li>\n <li>3<\/span>2 Malasana Street<\/li>\n <li>4<\/span>/20 Massacre<\/li>\n <li>2<\/span>012 Doomsday<\/li>\n <li>1<\/span>2 Feet Deep<\/li>\n <li>1<\/span>BR<\/li>\n <li>1<\/span>3 Ghosts<\/li>\n <li>5<\/span> Headed Shark Attack<\/li>\n <li>3<\/span>-Headed Shark Attack<\/li>\n <li>6<\/span> Souls<\/li>\n <li>2<\/span>-Headed Shark Attack<\/li>\n <li>1<\/span>1-11-11<\/li>\n <li>2<\/span>47°F<\/li>\n <li>5<\/span>1<\/li>\n <li>2<\/span>001 Maniacs<\/li>\n <li>2<\/span>0 Million Miles to Earth<\/li>\n <li>1<\/span>4 Cameras<\/li>\n <li>1<\/span>00 Feet<\/li>\n <li>6<\/span>-Headed Shark Attack<\/li>\n <li>2<\/span> Lava 2 Lantula!<\/li>\n <li>8<\/span>213: Gacy House<\/li>\n <li>9<\/span>76-EVIL<\/li>\n <li>7<\/span> Rules<\/li>\n <li>1<\/span>974: The Possession of Altair<\/li>\n <li>1<\/span>3<\/li>\n <li>4<\/span>bia<\/li>\n <li>9<\/span>64 Pinocchio<\/li>\n <li>1<\/span>3 Cameras<\/li>\n <li>5<\/span>ive Girls<\/li>\n <li>1<\/span>3 Eerie<\/li>\n <li>8<\/span><\/li>\n <li>3<\/span> Scream Queens<\/li>\n <li>2<\/span>:13<\/li>\n <li>1<\/span>00 Bloody Acres<\/li>\n <li>9<\/span>76-EVIL 2<\/li>\n <li>7<\/span> Below<\/li>\n <li>2<\/span>001 Maniacs: Field of Screams<\/li>\n <li>1<\/span>3/13/13<\/li>\n <li>1<\/span>00 Tears<\/li>\n <li>1<\/span>3Hrs<\/li>\n <li>1<\/span>2/12/12<\/li>\n <li>6<\/span>66: The Child<\/li>\n <li>1<\/span>3: Game of Death<\/li>\n <li>1<\/span>1/11/11<\/li>\n <li>5<\/span>150 Elm's Way<\/li>\n <li>6<\/span>:45<\/li>\n <li>4<\/span>D Man<\/li>\n <li>9<\/span><\/li>\n <li>1<\/span>22<\/li>\n <li>1<\/span>00 Ghost Street: The Return of Richard Speck<\/li>\n <li>2<\/span>3:59<\/li>\n <li>1<\/span>3 Fanboy<\/li>\n <li>2<\/span> Jennifer<\/li>\n <li>1<\/span>3 Exorcisms<\/li>\n <li>1<\/span>8 & Over<\/li>\n <li>3<\/span>88 Arletta Avenue<\/li>\n <li>2<\/span>LDK<\/li>\n <li>1<\/span>920<\/li>\n <li>9<\/span>0210 Shark Attack<\/li>\n <li>1<\/span>1:11<\/li>\n <li>6<\/span>16: Paranormal Incident<\/li>\n <li>8<\/span> Days to Hell<\/li>\n <li>1<\/span>313: Cougar Cult<\/li>\n <li>2<\/span>1 Days<\/li>\n <li>6<\/span> Degrees of Hell<\/li>\n <li>3<\/span> Wicked Witches<\/li>\n <li>7<\/span> Witches<\/li>\n <li>1<\/span>3 Hours in a Warehouse<\/li>\n <li>6<\/span> Plots<\/li>\n <li>1<\/span>3 Graves<\/li>\n <li>6<\/span>66: Devilish Charm<\/li>\n <li>9<\/span>99-9999<\/li>\n <li>7<\/span> Nights Of Darkness<\/li>\n <li>3<\/span> A.M. 3D<\/li>\n <li>5<\/span>G Zombies<\/li>\n <li>9<\/span>9.9: The Frequency of Terror<\/li>\n <li>1<\/span>2 Days Of Terror<\/li>\n <li>3<\/span>01/302<\/li>\n <li>6<\/span>66: Salem Calling<\/li>\n <li>1<\/span>st Summoning<\/li>\n <li>6<\/span>16 Wilford Lane<\/li>\n <li>9<\/span>-9-81<\/li>\n <li>3<\/span>0 Days to Die<\/li>\n <li>6<\/span>0 Seconds of Solitude in Year Zero<\/li>\n <li>1<\/span>921<\/li>\n <li>3<\/span> guys 1 red bed<\/li>\n <li>1<\/span>313: Bigfoot Island<\/li>\n <li>3<\/span>0 Monedas<\/li>\n <li>0<\/span>.0MHz<\/li>\n <li>2<\/span> Bedroom 1 Bath<\/li>\n <li>6<\/span>66: Kreepy Kerry<\/li>\n <li>5<\/span>55<\/li>\n <li>9<\/span> Days<\/li>\n <li>1<\/span>313: Night of the Widow<\/li>\n <li>3<\/span>08<\/li>\n <li>6<\/span>66: The Demon Child<\/li>\n <li>6<\/span>66: The Devil's Child<\/li>\n <li>1<\/span>313: Giant Killer Bees!<\/li>\n <li>1<\/span>313: Wicked Stepbrother<\/li>\n <li>3<\/span> Demons<\/li>\n <li>6<\/span> Days Dark<\/li>\n <li>4<\/span>444444444<\/li>\n <li>1<\/span>0/31<\/li>\n <li>1<\/span>313: Boy Crazies<\/li>\n <li>1<\/span>313: Haunted Frat<\/li>\n <li>6<\/span> Models in Hell<\/li>\n <li>7<\/span> Deadly Sins<\/li>\n <li>6<\/span>0 Seconds to Live<\/li>\n <li>1<\/span>1:23 - 09:59 (About Fear)<\/li>\n <li>1<\/span>3th Child<\/li>\n <li>2<\/span>002<\/li>\n <li>1<\/span>1th Hour Cleaning<\/li>\n <li>9<\/span>09 Experiment<\/li>\n <li>1<\/span>920 London<\/li>\n <li>6<\/span>:66 PM<\/li>\n <li>2<\/span>011<\/li>\n <li>3<\/span>7<\/li>\n <li>1<\/span>st Bite<\/li>\n <li>5<\/span>1 Nevada<\/li>\n <li>3<\/span>:15 am<\/li>\n <li>8<\/span>ight After<\/li>\n <li>2<\/span>025: Blood, White & Blue<\/li>\n <li>1<\/span>00% Beef<\/li>\n <li>3<\/span><\/li>\n <li>8<\/span> Bodies<\/li>\n <li>1<\/span>313: Actor Slash Model<\/li>\n <li>7<\/span>th Day<\/li>\n <li>1<\/span>3th Sign<\/li>\n <li>6<\/span>66<\/li>\n <li>4<\/span> Dead Girls: The Soul Taker<\/li>\n <li>2<\/span>9 Needles<\/li>\n <li>4<\/span> Horror Tales: Dark Forest<\/li>\n <li>3<\/span> Sisters<\/li>\n <li>1<\/span>313: Nightmare Mansion<\/li>\n <li>2<\/span>: Voodoo Academy<\/li>\n <li>6<\/span>66: The Beast<\/li>\n <li>8<\/span> Graves<\/li>\n <li>6<\/span> Athiyayam<\/li>\n <li>3<\/span> A.M. PART 2<\/li>\n <li>4<\/span> Horror Tales: February 29<\/li>\n <li>4<\/span> Horror Tales: Roommates<\/li>\n <li>4<\/span> Horror Tales: Hidden Floor<\/li>\n <li>1<\/span>5 Things You Didn't Know About Bigfoot<\/li>\n <li>6<\/span>66 (Beware the End Is at Hand)<\/li>\n <li>1<\/span>920: Evil Returns<\/li>\n <li>3<\/span>:33 a.m.<\/li>\n <li>3<\/span>G<\/li>\n <li>2<\/span>3:59: The Haunting Hour<\/li>\n <li>0<\/span>72 Squadron: G Rangers<\/li>\n <li>1<\/span>313: Frankenqueen<\/li>\n <li>1<\/span>3 Seconds<\/li>\n <li>7<\/span> Sins<\/li>\n <li>1<\/span>00 Cries of Terror<\/li>\n <li>3<\/span>18<\/li>\n <li>3<\/span> Pocong Idiot<\/li>\n <li>2<\/span>4 Hours with Lucia<\/li>\n <li>9<\/span>11<\/li>\n <li>0<\/span>1:00 A.M.<\/li>\n <li>3<\/span> Psychopathes<\/li>\n <li>7<\/span> Minutes in Hell<\/li>\n <li>3<\/span> Hours till Dead<\/li>\n <li>9<\/span> Ways to Hell<\/li>\n <li>1<\/span>3 Weird Stories<\/li>\n <li>6<\/span>66: Teen Warlock<\/li>\n <li>1<\/span>1:11<\/li>\n <li>1<\/span>01 Modern LA Vampires<\/li>\n <li>8<\/span> Years<\/li>\n <li>6<\/span>0 Seconds to Die<\/li>\n <li>3<\/span> AM: Part 3<\/li>\n <li>1<\/span>2 Counts Of Deception<\/li>\n <li>3<\/span>9: A Film by Carroll McKane<\/li>\n <li>1<\/span>942<\/li>\n <li>1<\/span>5-05-08<\/li>\n <li>2<\/span>012<\/li>\n <li>2<\/span>0 Hz<\/li>\n <li>7<\/span> Faces of Jack the Ripper<\/li>\n <li>7<\/span>ft, Hairy and Handsome<\/li>\n <li>9<\/span> + 1<\/li>\n <li>1<\/span>990 botan-dôrô<\/li>\n <li>1<\/span>1:55PM<\/li>\n <li>2<\/span>8 Weeks Later: 28 Seconds Later<\/li>\n <li>4<\/span>4 Hari Bangkitnya Pocong<\/li>\n <li>8<\/span><\/li>\n <li>3<\/span>03 Fear Faith Revenge<\/li>\n <li>3<\/span>rd Night<\/li>\n <li>1<\/span>3 Curses<\/li>\n <li>6<\/span>-5=2<\/li>\n <li>2<\/span>7 horas con la muerte<\/li>\n <li>2<\/span> Hours<\/li>\n <li>3<\/span>:33<\/li>\n <li>7<\/span>ujuh<\/li>\n <li>1<\/span>0/65: Self-Mutilation<\/li>\n <li>3<\/span> Versos<\/li>\n <li>2<\/span>012: Curse of the Xtabai<\/li>\n <li>3<\/span>6 Steps<\/li>\n <li>5<\/span> Dead on the Crimson Canvas<\/li>\n <li>2<\/span>2 Weeks<\/li>\n <li>1<\/span>3 Slays Till X-mas<\/li>\n <li>8<\/span>989 Redstone<\/li>\n <li>1<\/span>2th Assistant Deacon<\/li>\n <li>2<\/span> Die For<\/li>\n <li>3<\/span>-D Halloween<\/li>\n <li>3<\/span>AM<\/li>\n <li>4<\/span>0 Days of Shrouded Ghost Resurrection<\/li>\n <li>7<\/span>2<\/li>\n <li>1<\/span>3 Witches<\/li>\n <li>2<\/span>012: An Awakening<\/li>\n <li>6<\/span>16<\/li>\n <li>5<\/span>02<\/li>\n <li>1<\/span>3 (Tigabelas)<\/li>\n <li>1<\/span>1:11: What Did You See?<\/li>\n <li>1<\/span> B-TV<\/li>\n <li>9<\/span>9 Pieces<\/li>\n <li>3<\/span> A.M.<\/li>\n <li>6<\/span>.66 Death Happens<\/li>\n <li>1<\/span>3 (Padamudu)<\/li>\n <li>1<\/span>9 Doors<\/li>\n <li>1<\/span>334<\/li>\n <li>7<\/span>enty 5ive - Pray for Mercy<\/li>\n <li>2<\/span>084<\/li>\n <li>3<\/span>:00 AM<\/li>\n <li>8<\/span> Butterflies<\/li>\n <li>1<\/span>972 Yellow House<\/li>\n <li>8<\/span>69<\/li>\n <li>5<\/span> Dark Souls<\/li>\n <li>1<\/span> Hour to Die 2<\/li>\n <li>7<\/span> Hours Later<\/li>\n <li>1<\/span>:58<\/li>\n <li>3<\/span> A.M<\/li>\n <li>1<\/span> Pandhu 4 Run 1 Wicket<\/li>\n <li>4<\/span> Days<\/li>\n <li>1<\/span>3 aam Pakkam Paarkka<\/li>\n <li>6<\/span>66 (Beware the End Is at Hand) 2<\/li>\n <li>5<\/span> Seasons<\/li>\n <li>7<\/span> Sins Of The Vampire<\/li>\n <li>4<\/span>6 Miles<\/li>\n <li>1<\/span>6 Days 'til the Rest of Your Life<\/li>\n <li>3<\/span> Doors of Horrors<\/li>\n <li>1<\/span> 2 3<\/li>\n <li>8<\/span>8<\/li>\n <li>6<\/span>66 sq ft<\/li>\n <li>4<\/span> Tahun Tinggal di Rumah Hantu<\/li>\n <li>3<\/span> Guys, A Girl, and A Demon<\/li>\n <li>3<\/span>6 Hours<\/li>\n <li>1<\/span>2 Kilometers<\/li>\n <li>3<\/span>33<\/li>\n <li>3<\/span>D Saamri<\/li>\n <li>3<\/span>Sum<\/li>\n <li>1<\/span>3 Courts Mortels<\/li>\n <li>2<\/span>000 Anos para Isso?<\/li>\n <li>1<\/span>:13:7 Ek Tera Saath<\/li>\n <li>3<\/span> Dead Trick or Treaters<\/li>\n <li>4<\/span> Cheerleaders of the Apocalypse<\/li>\n <li>1<\/span>013 Briar Lane<\/li>\n <li>3<\/span> Flies in a Widow's Web<\/li>\n <li>1<\/span>3th Floor<\/li>\n <li>5<\/span> A.M. Cinco ante los miedos<\/li>\n <li>7<\/span> from Etheria<\/li>\n <li>1<\/span>2:06 Rumah Kucing<\/li>\n <li>3<\/span> Minutos<\/li>\n <li>1<\/span>68 Hours<\/li>\n <li>0<\/span>6 Tiros, 60Ml<\/li>\n <li>9<\/span>99: The Mysterious Body<\/li>\n <li>6<\/span>-5=2<\/li>\n <li>4<\/span>65<\/li>\n <li>2<\/span>2<\/li>\n <li>7<\/span> Manusia Harimau<\/li>\n <li>1<\/span>7 a mezzanotte<\/li>\n <li>0<\/span>1:50 AM<\/li>\n <li>3<\/span> AM: A Paranormal Experience<\/li>\n <li>7<\/span>th Graveyard<\/li>\n <li>4<\/span>426<\/li>\n <li>1<\/span>3 The Haunted<\/li>\n <li>1<\/span>2:00 AM<\/li>\n <li>8<\/span> 1/2 mm de terror<\/li>\n <li>8<\/span><\/li>\n <li>7<\/span>:02 Only the Righteous<\/li>\n <li>0<\/span>3:00 A.M.<\/li>\n <li>9<\/span> Steps<\/li>\n <li>2<\/span>/11: Day of the Dead<\/li>\n <li>1<\/span>00% Organic<\/li>\n <li>5<\/span> Minutes to Midnight<\/li>\n <li>1<\/span>174 ห้องผีจองเวร<\/li>\n <li>3<\/span>AM<\/li>\n <li>1<\/span>00 Bullets: Dead Ghosts<\/li>\n <li>3<\/span> Cortes<\/li>\n <li>1<\/span> A.M<\/li>\n <li>4<\/span>EVR<\/li>\n <li>1<\/span>3 Cara Memanggil Setan<\/li>\n <li>4<\/span>2 – 66: Le origini del Male<\/li>\n <li>6<\/span>5th<\/li>\n <li>0<\/span>2:34<\/li>\n <li>5<\/span>ive Must Die<\/li>\n <li>2<\/span> Weeks<\/li>\n <li>1<\/span>27 B<\/li>\n <li>8<\/span> Ball Clown<\/li>\n <li>1<\/span>2 Deep Red Nights<\/li>\n <li>6<\/span>66: The Beginning of the End<\/li>\n <li>7<\/span><\/li>\n <li>2<\/span>0 Matches<\/li>\n <li>3<\/span> 1 6<\/li>\n <li>9<\/span>9 Bottles of Beer<\/li>\n <li>3<\/span>25 Sycamore Lane<\/li>\n <li>3<\/span> Days<\/li>\n <li>2<\/span>0.02.80<\/li>\n <li>1<\/span>00% pur porc<\/li>\n <li>4<\/span>6 Wounds<\/li>\n <li>1<\/span>000 Day Santet<\/li>\n <li>3<\/span>AM<\/li>\n <li>1<\/span>0/31 Part 2<\/li>\n <li>5<\/span>05<\/li>\n <li>7<\/span> Netizen<\/li>\n <li>7<\/span>337<\/li>\n <li>2<\/span>% Evil<\/li>\n <li>1<\/span>1:05<\/li>\n <li>6<\/span>:14<\/li>\n <li>6<\/span>66: Cin Musallatı<\/li>\n <li>1<\/span>5 Murders: Inside the Mind of a Serial Killer<\/li>\n <li>2<\/span>90 Venenos<\/li>\n <li>1<\/span>00.000 Acres of Pine<\/li>\n <li>4<\/span>9 Years from the House on the Left<\/li>\n <li>2<\/span>1st Century Serial Killer<\/li>\n <li>3<\/span>6ème Sous-sol<\/li>\n <li>4<\/span>x6<\/li>\n <li>1<\/span>6 - Sadlands<\/li>\n <li>3<\/span> mukhi<\/li>\n <li>3<\/span> Day Weekend<\/li>\n <li>1<\/span>0 Days To Die<\/li>\n <li>1<\/span>3 Dolls In Darkness<\/li>\n <li>1<\/span>2 “o” CLOCK<\/li>\n <li>2<\/span>:22<\/li>\n <li>8<\/span> Ball Clown 2<\/li>\n <li>5<\/span> Minute Dating<\/li>\n <li>2<\/span> Lanes<\/li>\n <li>2<\/span>:59<\/li>\n <li>1<\/span>0 Minutos<\/li>\n <li>1<\/span>978<\/li>\n <li>3<\/span> AM<\/li>\n <li>3<\/span> Dukun Santet<\/li>\n <li>4<\/span>00 Ways to Kill a Vampire<\/li>\n <li>1<\/span> Dead Dog<\/li>\n <li>1<\/span>A<\/li>\n <li>1<\/span>52<\/li>\n <li>3<\/span> versos para a morte<\/li>\n <li>6<\/span>0 Seconds to Die 3<\/li>\n <li>1<\/span>3:13<\/li>\n <li>3<\/span>-D ME<\/li>\n <li>6<\/span>0 Minutes<\/li>\n <li>1<\/span>2:21:21<\/li>\n <li>5<\/span> grøss fra Vestlandet<\/li>\n <li>1<\/span>0-33<\/li>\n <li>3<\/span>7 Ghosts<\/li>\n <li>1<\/span>2/14/1996<\/li>\n <li>1<\/span>2/15/1996<\/li>\n <li>1<\/span>,000 Steps<\/li>\n <li>2<\/span>551.01<\/li>\n <li>5<\/span> Histoires Macabre<\/li>\n <li>2<\/span>AM: The Smiling Man<\/li>\n <li>1<\/span>:00 A.M.<\/li>\n <li>2<\/span>702 Cypress<\/li>\n <li>5<\/span>+Camera<\/li>\n <li>1<\/span>07th Night<\/li>\n <li>1<\/span>-900 Vampire<\/li>\n <li>1<\/span>230 Hopewell Road<\/li>\n <li>6<\/span>65<\/li>\n <li>5<\/span>200 Card Pickup<\/li>\n <li>2<\/span>:22<\/li>\n <li>6<\/span><\/li>\n <li>0<\/span>80817.mp4<\/li>\n <li>2<\/span><\/li>\n <li>8<\/span><\/li>\n <li>1<\/span>4 Ghosts<\/li>\n <li>2<\/span> Nights in Soul Valley<\/li>\n <li>2<\/span>16777<\/li>\n<\/ul>"},"evals":[],"jsHooks":[]}</script>
]
.pull-right[

```r
str_view(string = horror_movies$title, 
             pattern = '\\d$', 
             match = TRUE)
```

<div id="htmlwidget-9367c62250265813937d" style="width:960px;height:100%;" class="str_view html-widget"></div>
<script type="application/json" data-for="htmlwidget-9367c62250265813937d">{"x":{"html":"<ul>\n <li>Titanic 666<\/span><\/li>\n <li>Jeepers Creepers 3<\/span><\/li>\n <li>The Addams Family 2<\/span><\/li>\n <li>Studio 666<\/span><\/li>\n <li>Virus:32<\/span><\/li>\n <li>Don't Breathe 2<\/span><\/li>\n <li>Jeepers Creepers 2<\/span><\/li>\n <li>The Conjuring 2<\/span><\/li>\n <li>A Haunted House 2<\/span><\/li>\n <li>Fear Street: 1994<\/span><\/li>\n <li>Terrifier 2<\/span><\/li>\n <li>Fear Street: 1978<\/span><\/li>\n <li>Nobody Sleeps in the Woods Tonight 2<\/span><\/li>\n <li>Child's Play 2<\/span><\/li>\n <li>Child's Play 3<\/span><\/li>\n <li>Final Destination 5<\/span><\/li>\n <li>Insidious: Chapter 2<\/span><\/li>\n <li>Final Destination 3<\/span><\/li>\n <li>Fear Street: 1666<\/span><\/li>\n <li>Final Destination 2<\/span><\/li>\n <li>Paranormal Activity 3<\/span><\/li>\n <li>The Hills Have Eyes 2<\/span><\/li>\n <li>Deep Blue Sea 3<\/span><\/li>\n <li>Scream 2<\/span><\/li>\n <li>I Spit on Your Grave 2<\/span><\/li>\n <li>Insidious: Chapter 3<\/span><\/li>\n <li>Sijjin 6<\/span><\/li>\n <li>Friday the 13th Part 2<\/span><\/li>\n <li>Leprechaun 3<\/span><\/li>\n <li>Redcon-1<\/span><\/li>\n <li>Parasyte: Part 1<\/span><\/li>\n <li>Scream 4<\/span><\/li>\n <li>P2<\/span><\/li>\n <li>Leprechaun 2<\/span><\/li>\n <li>The Descent: Part 2<\/span><\/li>\n <li>Parasyte: Part 2<\/span><\/li>\n <li>Scream 3<\/span><\/li>\n <li>Wolf Creek 2<\/span><\/li>\n <li>The Texas Chainsaw Massacre 2<\/span><\/li>\n <li>Sinister 2<\/span><\/li>\n <li>Grave Encounters 2<\/span><\/li>\n <li>Paranormal Activity 2<\/span><\/li>\n <li>Creepshow 3<\/span><\/li>\n <li>1408<\/span><\/li>\n <li>Case 39<\/span><\/li>\n <li>Paranormal Activity 4<\/span><\/li>\n <li>Jaws 2<\/span><\/li>\n <li>Summer of 84<\/span><\/li>\n <li>Ringu 2<\/span><\/li>\n <li>1922<\/span><\/li>\n <li>Book of Shadows: Blair Witch 2<\/span><\/li>\n <li>V/H/S/94<\/span><\/li>\n <li>Rape Zombie: Lust of the Dead 3<\/span><\/li>\n <li>Creep 2<\/span><\/li>\n <li>Row 19<\/span><\/li>\n <li>The Grudge 2<\/span><\/li>\n <li>Deep Blue Sea 2<\/span><\/li>\n <li>Dracula 2000<\/span><\/li>\n <li>Critters 2<\/span><\/li>\n <li>V/H/S/2<\/span><\/li>\n <li>31<\/span><\/li>\n <li>The Grudge 3<\/span><\/li>\n <li>Mirrors 2<\/span><\/li>\n <li>Lake Placid 3<\/span><\/li>\n <li>Area 51<\/span><\/li>\n <li>Flight 7500<\/span><\/li>\n <li>Fright Night Part 2<\/span><\/li>\n <li>Critters 3<\/span><\/li>\n <li>Apollo 18<\/span><\/li>\n <li>Silent Night, Deadly Night Part 2<\/span><\/li>\n <li>The Wailer 2<\/span><\/li>\n <li>SCP-096<\/span><\/li>\n <li>Ju-on: The Grudge 2<\/span><\/li>\n <li>See No Evil 2<\/span><\/li>\n <li>Rape Zombie: Lust of the Dead 2<\/span><\/li>\n <li>Creepshow 2<\/span><\/li>\n <li>File 253<\/span><\/li>\n <li>Don’t Fuck In The Woods 2<\/span><\/li>\n <li>Lake Placid 2<\/span><\/li>\n <li>Mimic 2<\/span><\/li>\n <li>Corpse Prison: Part 2<\/span><\/li>\n <li>Night of the Demons 2<\/span><\/li>\n <li>House of the Dead 2<\/span><\/li>\n <li>Boogeyman 3<\/span><\/li>\n <li>Boogeyman 2<\/span><\/li>\n <li>Rape Zombie: Lust of the Dead 5<\/span><\/li>\n <li>Dracula 3000<\/span><\/li>\n <li>The Rage: Carrie 2<\/span><\/li>\n <li>Bhool Bhulaiyaa 2<\/span><\/li>\n <li>11-11-11<\/span><\/li>\n <li>51<\/span><\/li>\n <li>V/H/S/99<\/span><\/li>\n <li>Quatermass 2<\/span><\/li>\n <li>K-12<\/span><\/li>\n <li>The Eye 2<\/span><\/li>\n <li>Stepfather 2<\/span><\/li>\n <li>Ju-on: The Curse 2<\/span><\/li>\n <li>Session 9<\/span><\/li>\n <li>Ringu 0<\/span><\/li>\n <li>Demons 2<\/span><\/li>\n <li>Zombie 3<\/span><\/li>\n <li>Apartment 143<\/span><\/li>\n <li>KM 31: Kilometer 31<\/span><\/li>\n <li>The House Next Door: Meet the Blacks 2<\/span><\/li>\n <li>Population 436<\/span><\/li>\n <li>Route 666<\/span><\/li>\n <li>Rape Zombie: Lust of the Dead 4<\/span><\/li>\n <li>Storage 24<\/span><\/li>\n <li>Maniac Cop 2<\/span><\/li>\n <li>Dementia 13<\/span><\/li>\n <li>Troll 2<\/span><\/li>\n <li>Critters 4<\/span><\/li>\n <li>House Of 9<\/span><\/li>\n <li>Puppet Master 4<\/span><\/li>\n <li>ChromeSkull: Laid to Rest 2<\/span><\/li>\n <li>Daughter of Darkness 2<\/span><\/li>\n <li>Dracula A.D. 1972<\/span><\/li>\n <li>Shark Attack 2<\/span><\/li>\n <li>Art of the Devil 3<\/span><\/li>\n <li>Titanic 2000<\/span><\/li>\n <li>Alone in the Dark 2<\/span><\/li>\n <li>The Dentist 2<\/span><\/li>\n <li>Pulse 3<\/span><\/li>\n <li>The 3rd Eye 2<\/span><\/li>\n <li>Art of the Devil 2<\/span><\/li>\n <li>Don't Hug Me I'm Scared 2<\/span><\/li>\n <li>One Missed Call 2<\/span><\/li>\n <li>Trench 11<\/span><\/li>\n <li>The Wailer 3<\/span><\/li>\n <li>ABCs of Death 2<\/span><\/li>\n <li>Zombie World 2<\/span><\/li>\n <li>Python 2<\/span><\/li>\n <li>13<\/span><\/li>\n <li>ABCs of Death 2.5<\/span><\/li>\n <li>The Tag-Along 2<\/span><\/li>\n <li>Girl Hell 1999<\/span><\/li>\n <li>Apartment 1303<\/span><\/li>\n <li>Room 203<\/span><\/li>\n <li>Return to Nuke 'Em High Volume 1<\/span><\/li>\n <li>8<\/span><\/li>\n <li>Basket Case 2<\/span><\/li>\n <li>Transylvania 6-5000<\/span><\/li>\n <li>Along Came the Devil 2<\/span><\/li>\n <li>Witches of Breastwick 2<\/span><\/li>\n <li>All Hallows' Eve 2<\/span><\/li>\n <li>Km 31-2<\/span><\/li>\n <li>2:13<\/span><\/li>\n <li>Anatomy 2<\/span><\/li>\n <li>Stepfather 3<\/span><\/li>\n <li>976-EVIL 2<\/span><\/li>\n <li>The Cell 2<\/span><\/li>\n <li>Flight 666<\/span><\/li>\n <li>Dementia 13<\/span><\/li>\n <li>13/13/13<\/span><\/li>\n <li>Return to... Return to Nuke 'Em High aka Vol. 2<\/span><\/li>\n <li>Room 6<\/span><\/li>\n <li>Carnosaur 2<\/span><\/li>\n <li>Tank 432<\/span><\/li>\n <li>The Zombie Diaries 2<\/span><\/li>\n <li>Troublesome Night 4<\/span><\/li>\n <li>Don't Hug Me I'm Scared 3<\/span><\/li>\n <li>Sadako 3D 2<\/span><\/li>\n <li>Teke Teke 2<\/span><\/li>\n <li>12/12/12<\/span><\/li>\n <li>Don't Hug Me I'm Scared 6<\/span><\/li>\n <li>Zombie at 17<\/span><\/li>\n <li>11/11/11<\/span><\/li>\n <li>Nekromantik 2<\/span><\/li>\n <li>Don't Hug Me I'm Scared 4<\/span><\/li>\n <li>Don't Hug Me I'm Scared 5<\/span><\/li>\n <li>Tape 407<\/span><\/li>\n <li>Vacations of Terror 2<\/span><\/li>\n <li>Mr Vampire Saga 4<\/span><\/li>\n <li>Sector 7<\/span><\/li>\n <li>Cabin 28<\/span><\/li>\n <li>Death Bell 2<\/span><\/li>\n <li>6:45<\/span><\/li>\n <li>The Houses October Built 2<\/span><\/li>\n <li>Psych:9<\/span><\/li>\n <li>Seed 2<\/span><\/li>\n <li>Tales from the Hood 3<\/span><\/li>\n <li>My Super Psycho Sweet 16: Part 3<\/span><\/li>\n <li>Punorjonmo 3<\/span><\/li>\n <li>Dead 7<\/span><\/li>\n <li>Range 15<\/span><\/li>\n <li>The Rope Curse 2<\/span><\/li>\n <li>Hangar 10<\/span><\/li>\n <li>Perkins' 14<\/span><\/li>\n <li>9<\/span><\/li>\n <li>122<\/span><\/li>\n <li>Phobia 2<\/span><\/li>\n <li>Transylvania 6-5000<\/span><\/li>\n <li>Cell 213<\/span><\/li>\n <li>Old 37<\/span><\/li>\n <li>Killer Crocodile 2<\/span><\/li>\n <li>Snuff 102<\/span><\/li>\n <li>Sijjin 4<\/span><\/li>\n <li>Cyber City Oedo 808<\/span><\/li>\n <li>23:59<\/span><\/li>\n <li>The Dead Girl in Apartment 03<\/span><\/li>\n <li>Todd McFarlane's Spawn 2<\/span><\/li>\n <li>Zoombies 2<\/span><\/li>\n <li>The Doll 2<\/span><\/li>\n <li>Aranmanai 2<\/span><\/li>\n <li>Tales from the Hood 2<\/span><\/li>\n <li>The Blackwell Ghost 4<\/span><\/li>\n <li>Holocaust 2000<\/span><\/li>\n <li>Angel of Darkness 3<\/span><\/li>\n <li>Pee Nak 2<\/span><\/li>\n <li>Evil Bong 777<\/span><\/li>\n <li>The Hospital 2<\/span><\/li>\n <li>Prison of Hell: K3<\/span><\/li>\n <li>Mr. Vampire 1992<\/span><\/li>\n <li>Classroom 6<\/span><\/li>\n <li>Serial Killing 101<\/span><\/li>\n <li>Anonymous 616<\/span><\/li>\n <li>Corpse Prison: Part 1<\/span><\/li>\n <li>Necromancer 2020<\/span><\/li>\n <li>Woman in a Box 2<\/span><\/li>\n <li>1920<\/span><\/li>\n <li>11:11<\/span><\/li>\n <li>Amateur Porn Star Killer 2<\/span><\/li>\n <li>ThanksKilling 3<\/span><\/li>\n <li>My Super Psycho Sweet 16<\/span><\/li>\n <li>The Blackwell Ghost 5<\/span><\/li>\n <li>Room 213<\/span><\/li>\n <li>Halloween: Harvest of Souls, 1985<\/span><\/li>\n <li>Love Camp 7<\/span><\/li>\n <li>Mad God: Part 1<\/span><\/li>\n <li>Ricky 6<\/span><\/li>\n <li>Raaz 3<\/span><\/li>\n <li>Room 33<\/span><\/li>\n <li>Terror 2000<\/span><\/li>\n <li>Women's Camp 119<\/span><\/li>\n <li>Dark Whispers - Volume 1<\/span><\/li>\n <li>Room 205<\/span><\/li>\n <li>The Mangler 2<\/span><\/li>\n <li>Still 2<\/span><\/li>\n <li>My Super Psycho Sweet 16: Part 2<\/span><\/li>\n <li>Antisocial 2<\/span><\/li>\n <li>ErOddity(s) 2<\/span><\/li>\n <li>Tales From The Dark 2<\/span><\/li>\n <li>The Invoking 2<\/span><\/li>\n <li>Haunting of Cellblock 11<\/span><\/li>\n <li>The Blackwell Ghost 6<\/span><\/li>\n <li>Troublesome Night 2<\/span><\/li>\n <li>Sijjin 5<\/span><\/li>\n <li>Signal 100<\/span><\/li>\n <li>Ragini MMS 2<\/span><\/li>\n <li>Episode 50<\/span><\/li>\n <li>Munafik 2<\/span><\/li>\n <li>999-9999<\/span><\/li>\n <li>The Doll 3<\/span><\/li>\n <li>Survival Zombie 3<\/span><\/li>\n <li>Visible Secret 2<\/span><\/li>\n <li>A Night of Horror Volume 1<\/span><\/li>\n <li>Knock Knock 2<\/span><\/li>\n <li>The Blackwell Ghost 3<\/span><\/li>\n <li>Oh My Ghost! The Fierce Escape from Covid-19<\/span><\/li>\n <li>Def-Con 4<\/span><\/li>\n <li>Forever 16<\/span><\/li>\n <li>Avatara Purusha: Part 1<\/span><\/li>\n <li>Dracula 2012<\/span><\/li>\n <li>Frankenstein 90<\/span><\/li>\n <li>Troublesome Night 7<\/span><\/li>\n <li>Don't Look in the Basement 2<\/span><\/li>\n <li>Investigation 13<\/span><\/li>\n <li>Lake Fear 3<\/span><\/li>\n <li>Frankenstein 1970<\/span><\/li>\n <li>Exit 14<\/span><\/li>\n <li>Psalm 21<\/span><\/li>\n <li>Devi 2<\/span><\/li>\n <li>Fear PHarm 2<\/span><\/li>\n <li>301/302<\/span><\/li>\n <li>Outpost 11<\/span><\/li>\n <li>The Phoenix Tapes '97<\/span><\/li>\n <li>Evil Bong: High 5<\/span><\/li>\n <li>Plan 9<\/span><\/li>\n <li>Clown Motel 2<\/span><\/li>\n <li>Deadtime Stories 2<\/span><\/li>\n <li>9-9-81<\/span><\/li>\n <li>Black Magic 2<\/span><\/li>\n <li>1921<\/span><\/li>\n <li>Bullets, Fangs and Dinner at 8<\/span><\/li>\n <li>Locker 13<\/span><\/li>\n <li>Night of the Day of the Dawn of the Son of the Bride of the Return of the Revenge of the Terror of the Attack of the Evil, Mutant, Alien, Flesh Eating, Hellbound, Zombified Living Dead Part 2<\/span><\/li>\n <li>June 9<\/span><\/li>\n <li>D4<\/span><\/li>\n <li>Kuntilanak 3<\/span><\/li>\n <li>Evil Bong 666<\/span><\/li>\n <li>Massacre on Aisle 12<\/span><\/li>\n <li>Avunu 2<\/span><\/li>\n <li>Terror 5<\/span><\/li>\n <li>Swamp Zombies 2<\/span><\/li>\n <li>Zombie 108<\/span><\/li>\n <li>Evil Bong 420<\/span><\/li>\n <li>Haunted Road 2<\/span><\/li>\n <li>Battlefield 2025<\/span><\/li>\n <li>Somebody Help Me 2<\/span><\/li>\n <li>Scary Movie 12<\/span><\/li>\n <li>Sijjin 2<\/span><\/li>\n <li>Unmasked Part 25<\/span><\/li>\n <li>Neeya 2<\/span><\/li>\n <li>Ghost Writer 2<\/span><\/li>\n <li>In the Year 2889<\/span><\/li>\n <li>Ichi the Killer: Episode 0<\/span><\/li>\n <li>D@bbe 2<\/span><\/li>\n <li>555<\/span><\/li>\n <li>UK18<\/span><\/li>\n <li>Killjoy 3<\/span><\/li>\n <li>308<\/span><\/li>\n <li>Jangan Pandang Belakang Congkak 2<\/span><\/li>\n <li>4444444444<\/span><\/li>\n <li>10/31<\/span><\/li>\n <li>Game Box 1.0<\/span><\/li>\n <li>Daydream 2<\/span><\/li>\n <li>Horror Stories 3<\/span><\/li>\n <li>Kanchana 2<\/span><\/li>\n <li>Tales From The Dark 1<\/span><\/li>\n <li>Anna 2<\/span><\/li>\n <li>Krai Thong 2<\/span><\/li>\n <li>Cheerleader Massacre 2<\/span><\/li>\n <li>Fausto 5.0<\/span><\/li>\n <li>Hellblock 13<\/span><\/li>\n <li>Invoking 5<\/span><\/li>\n <li>Camp Blood 5<\/span><\/li>\n <li>Camp Blood 2<\/span><\/li>\n <li>Case 347<\/span><\/li>\n <li>Coffin 2<\/span><\/li>\n <li>In Space with Markiplier: Part 2<\/span><\/li>\n <li>Watchers 3<\/span><\/li>\n <li>Terrortory 2<\/span><\/li>\n <li>Blood Is Thicker Than Water: The Making of Halloween H20<\/span><\/li>\n <li>Murder Collection V.1<\/span><\/li>\n <li>Dhilluku Dhuddu 2<\/span><\/li>\n <li>Are You Scared 2<\/span><\/li>\n <li>Ouija 2<\/span><\/li>\n <li>The Jester: Chapter 3<\/span><\/li>\n <li>2002<\/span><\/li>\n <li>Things 5<\/span><\/li>\n <li>Angel of Darkness 2<\/span><\/li>\n <li>Pee Nak 3<\/span><\/li>\n <li>Tabernacle 101<\/span><\/li>\n <li>Room 9<\/span><\/li>\n <li>2011<\/span><\/li>\n <li>Decadent Evil 2<\/span><\/li>\n <li>The Burkittsville 7<\/span><\/li>\n <li>37<\/span><\/li>\n <li>Dead In The Pool 2<\/span><\/li>\n <li>Bed Number 6<\/span><\/li>\n <li>Sadi-Scream Vol. 3<\/span><\/li>\n <li>Heartbeat 100<\/span><\/li>\n <li>It Kills: Camp Blood 7<\/span><\/li>\n <li>All Night Long 2<\/span><\/li>\n <li>Skinford: Chapter 2<\/span><\/li>\n <li>Strange Events 2<\/span><\/li>\n <li>The House In Between: Part 2<\/span><\/li>\n <li>Terror Toons 2<\/span><\/li>\n <li>Mr. Zombie 2<\/span><\/li>\n <li>Kuntilanak 2<\/span><\/li>\n <li>The Blackwell Ghost 2<\/span><\/li>\n <li>H0us3<\/span><\/li>\n <li>Safe House 1618<\/span><\/li>\n <li>Kanchana 3<\/span><\/li>\n <li>Quadrant 9EV9<\/span><\/li>\n <li>Horror 101<\/span><\/li>\n <li>Raju Gari Gadhi 2<\/span><\/li>\n <li>Frankenstein '80<\/span><\/li>\n <li>Hobgoblins 2<\/span><\/li>\n <li>Neighbour No. 13<\/span><\/li>\n <li>Nightmare Detective 2<\/span><\/li>\n <li>Honto ni Atta! Noroi no Video Vol. 53<\/span><\/li>\n <li>Fear Of Clowns 2<\/span><\/li>\n <li>Mad God: Part 2<\/span><\/li>\n <li>Camp Blood 4<\/span><\/li>\n <li>Invoking 4<\/span><\/li>\n <li>Alien 51<\/span><\/li>\n <li>Bunshinsaba 3<\/span><\/li>\n <li>Aranmanai 3<\/span><\/li>\n <li>Makmum 2<\/span><\/li>\n <li>3<\/span><\/li>\n <li>Things 4<\/span><\/li>\n <li>Exit 33<\/span><\/li>\n <li>Hayride 2<\/span><\/li>\n <li>Blitzkrieg: Escape from Stalag 69<\/span><\/li>\n <li>Slasher House 3<\/span><\/li>\n <li>Unseen Evil 2<\/span><\/li>\n <li>666<\/span><\/li>\n <li>Horror Stories 2<\/span><\/li>\n <li>The Horror Vault 3<\/span><\/li>\n <li>Day 13<\/span><\/li>\n <li>No dejes de grabar 2<\/span><\/li>\n <li>Terror Toons 3<\/span><\/li>\n <li>The Horror Network Vol. 1<\/span><\/li>\n <li>Cool As Hell 2<\/span><\/li>\n <li>Holla 2<\/span><\/li>\n <li>Plot 7<\/span><\/li>\n <li>Alien Domicile 2: Lot 24<\/span><\/li>\n <li>Angel of Darkness Volume 1<\/span><\/li>\n <li>Deadtime Tales 2<\/span><\/li>\n <li>Death Scenes 2<\/span><\/li>\n <li>Criminally Insane 2<\/span><\/li>\n <li>Battle: New York, Day 2<\/span><\/li>\n <li>Scarecrow 2<\/span><\/li>\n <li>Goblin 2<\/span><\/li>\n <li>Mad God: Part 3<\/span><\/li>\n <li>Tape_13<\/span><\/li>\n <li>Kubot: The Aswang Chronicles 2<\/span><\/li>\n <li>The Locker 2<\/span><\/li>\n <li>Darling 2<\/span><\/li>\n <li>Bahay ni Lola 2<\/span><\/li>\n <li>Zk3<\/span><\/li>\n <li>Strain 100<\/span><\/li>\n <li>Missing 66<\/span><\/li>\n <li>Devil Hunter Yohko 2<\/span><\/li>\n <li>The Chasing World 3<\/span><\/li>\n <li>Monsterland 2<\/span><\/li>\n <li>Video Violence 2<\/span><\/li>\n <li>The Woodland Haunting 2<\/span><\/li>\n <li>Troublesome Night 15<\/span><\/li>\n <li>Blue Demon ver.2.0<\/span><\/li>\n <li>Ice Cream 2<\/span><\/li>\n <li>Camp Blood 666<\/span><\/li>\n <li>Deccal 2<\/span><\/li>\n <li>Aakashaganga 2<\/span><\/li>\n <li>The Ultimate Dilemma Part 2<\/span><\/li>\n <li>Skeleton Key 3 Part 2<\/span><\/li>\n <li>Shake Rattle and Roll 8<\/span><\/li>\n <li>The One 3<\/span><\/li>\n <li>3 A.M. PART 2<\/span><\/li>\n <li>Fantom Kiler 2<\/span><\/li>\n <li>Tulah 6/13<\/span><\/li>\n <li>4 Horror Tales: February 29<\/span><\/li>\n <li>Dead in 3 Days 2<\/span><\/li>\n <li>Death Nurse 2<\/span><\/li>\n <li>Nightmares in Precinct 7<\/span><\/li>\n <li>Day 14<\/span><\/li>\n <li>Phoonk 2<\/span><\/li>\n <li>Toilet 105<\/span><\/li>\n <li>Shake, Rattle & Roll 13<\/span><\/li>\n <li>Troublesome Night 17<\/span><\/li>\n <li>Room 441<\/span><\/li>\n <li>Matthew 18<\/span><\/li>\n <li>Paciente 27<\/span><\/li>\n <li>The Haunting of #24<\/span><\/li>\n <li>Troublesome Night 3<\/span><\/li>\n <li>Camera Phone 2<\/span><\/li>\n <li>Infinite Santa 8000<\/span><\/li>\n <li>Troublesome Night 12<\/span><\/li>\n <li>Troublesome Night 19<\/span><\/li>\n <li>Sadi-Scream Vol. 2<\/span><\/li>\n <li>Super Hell 2<\/span><\/li>\n <li>Ouija Shark 2<\/span><\/li>\n <li>Space Psychos 4<\/span><\/li>\n <li>Darkness in Tenement 45<\/span><\/li>\n <li>Troublesome Night 18<\/span><\/li>\n <li>318<\/span><\/li>\n <li>Suite 313<\/span><\/li>\n <li>Midnight 2<\/span><\/li>\n <li>Abduction 101<\/span><\/li>\n <li>Number 13<\/span><\/li>\n <li>Studio 666<\/span><\/li>\n <li>Goosebumps: The Movie 2<\/span><\/li>\n <li>Honto ni Atta! Noroi No Video Vol.57<\/span><\/li>\n <li>Incest Death Squad 2<\/span><\/li>\n <li>Screaming for Sanity: Truth or Dare 3<\/span><\/li>\n <li>911<\/span><\/li>\n <li>Strangled 2<\/span><\/li>\n <li>Feng Shui 2<\/span><\/li>\n <li>Araf 2<\/span><\/li>\n <li>The Corpse Grinders 3<\/span><\/li>\n <li>The 7<\/span><\/li>\n <li>Troublesome Night 5<\/span><\/li>\n <li>Oh My Ghost 2<\/span><\/li>\n <li>Oh My Ghost 3<\/span><\/li>\n <li>Apartment 18<\/span><\/li>\n <li>Nocturne 29<\/span><\/li>\n <li>Missing 77<\/span><\/li>\n <li>Skrip 7707<\/span><\/li>\n <li>Jithan 2<\/span><\/li>\n <li>Case#13<\/span><\/li>\n <li>El caníbal de la Guerrero parte 2<\/span><\/li>\n <li>The Chasing World 4<\/span><\/li>\n <li>Nf713<\/span><\/li>\n <li>Reel 2<\/span><\/li>\n <li>Return from Death: Frankenstein 2000<\/span><\/li>\n <li>The Chasing World 2<\/span><\/li>\n <li>Horror House on Highway 6<\/span><\/li>\n <li>Anthropophagous 2000<\/span><\/li>\n <li>The Resurrection of Michael Myers Part 2<\/span><\/li>\n <li>Monsterpiece Theatre Volume 1<\/span><\/li>\n <li>Ghost Island 3<\/span><\/li>\n <li>Sadi-Scream Vol. 5<\/span><\/li>\n <li>Troublesome Night 16<\/span><\/li>\n <li>Death Forest: Forbidden Forest 2<\/span><\/li>\n <li>Uncle David 2<\/span><\/li>\n <li>The Chanting 3<\/span><\/li>\n <li>11:11<\/span><\/li>\n <li>Jailangkung 2<\/span><\/li>\n <li>Count to 10<\/span><\/li>\n <li>Dead Island: School's Out 2<\/span><\/li>\n <li>Red Room 2<\/span><\/li>\n <li>Rasuk 2<\/span><\/li>\n <li>Strange Frequency 2<\/span><\/li>\n <li>3 AM: Part 3<\/span><\/li>\n <li>HorrorTales.666<\/span><\/li>\n <li>Psycho Charlie Returns: Part 1<\/span><\/li>\n <li>Asih 2<\/span><\/li>\n <li>Faces Of Gore 2<\/span><\/li>\n <li>Abnormal Activity 4<\/span><\/li>\n <li>Pretham 2<\/span><\/li>\n <li>Honto Ni Atta Kowai Hanashi Natsu Hen 2015<\/span><\/li>\n <li>1942<\/span><\/li>\n <li>RAW 2<\/span><\/li>\n <li>Ghost vs. Alien 03<\/span><\/li>\n <li>Do Not Enter 2<\/span><\/li>\n <li>15-05-08<\/span><\/li>\n <li>Headless Hero 2<\/span><\/li>\n <li>Zapatlela 2<\/span><\/li>\n <li>2012<\/span><\/li>\n <li>After School Horror 2<\/span><\/li>\n <li>SINFON14<\/span><\/li>\n <li>Bangsal 13<\/span><\/li>\n <li>La casa del kilómetro 5<\/span><\/li>\n <li>The Jester: Chapter 2<\/span><\/li>\n <li>Lucky Feet 2000<\/span><\/li>\n <li>Connect 5<\/span><\/li>\n <li>Rumah No 10<\/span><\/li>\n <li>Left 4 Dead 2<\/span><\/li>\n <li>Death Is Here 3<\/span><\/li>\n <li>Bunshinsaba 2<\/span><\/li>\n <li>9 + 1<\/span><\/li>\n <li>Sadi-Scream Vol. 4<\/span><\/li>\n <li>Children's Scary Story 2000<\/span><\/li>\n <li>Demon Beast Resurrection Volume 4<\/span><\/li>\n <li>Monster Woman '88<\/span><\/li>\n <li>Honto Ni Atta Kowai Hanashi 2016<\/span><\/li>\n <li>ほんとにあった怖い話 夏の特別編2017<\/span><\/li>\n <li>Hide and Go Kill 2<\/span><\/li>\n <li>Infamous Bondage Murders 2<\/span><\/li>\n <li>Dracula A.D. 2015<\/span><\/li>\n <li>The Chanting 2<\/span><\/li>\n <li>PYOTR495<\/span><\/li>\n <li>Sacred 2<\/span><\/li>\n <li>8<\/span><\/li>\n <li>Death Tube 2<\/span><\/li>\n <li>Bunshinsaba vs Sadako 2<\/span><\/li>\n <li>Contactos 2.0<\/span><\/li>\n <li>Bad Guy #2<\/span><\/li>\n <li>Floor 9.5<\/span><\/li>\n <li>AM1200<\/span><\/li>\n <li>Karmina 2<\/span><\/li>\n <li>Vanished: Age 7<\/span><\/li>\n <li>Ghost Hunters: Deep Cover Part 2<\/span><\/li>\n <li>6-5=2<\/span><\/li>\n <li>Missing 44<\/span><\/li>\n <li>3:33<\/span><\/li>\n <li>Blood 13<\/span><\/li>\n <li>Honto Ni Atta! Noroi No Video 16<\/span><\/li>\n <li>Chainsaw Maid 3<\/span><\/li>\n <li>Tali Pocong Perawan 2<\/span><\/li>\n <li>Family Saga 2<\/span><\/li>\n <li>Haunted School 3<\/span><\/li>\n <li>Padiglione 22<\/span><\/li>\n <li>Pontianak Harum Sundal Malam 2<\/span><\/li>\n <li>The Chasing World 5<\/span><\/li>\n <li>Oh My Ghost 6<\/span><\/li>\n <li>The Fearless Vampire Killers: Vampires 101<\/span><\/li>\n <li>IPC 376<\/span><\/li>\n <li>Fantom Kiler 3<\/span><\/li>\n <li>Room 731<\/span><\/li>\n <li>Samrek Kon Ta Sak 5<\/span><\/li>\n <li>Re-Animator: 1942<\/span><\/li>\n <li>Shake, Rattle and Roll 9<\/span><\/li>\n <li>Troublesome Night 10<\/span><\/li>\n <li>Devil 2.0<\/span><\/li>\n <li>Ghost 14<\/span><\/li>\n <li>Hamster Hell 2<\/span><\/li>\n <li>Snuff 2000<\/span><\/li>\n <li>Found Footage 0.1<\/span><\/li>\n <li>Evil Nurse 2<\/span><\/li>\n <li>Experiment 7<\/span><\/li>\n <li>Shake Rattle and Roll 12<\/span><\/li>\n <li>Troublesome Night 9<\/span><\/li>\n <li>Bound X Blood: The Orphan Killer 2<\/span><\/li>\n <li>Page 16<\/span><\/li>\n <li>The House of Pop 2008<\/span><\/li>\n <li>& Teller 3<\/span><\/li>\n <li>T2<\/span><\/li>\n <li>Demon Beast Invasion Volume 3<\/span><\/li>\n <li>Cars 3<\/span><\/li>\n <li>Akio Jissoji's Mystery File 1<\/span><\/li>\n <li>Demon Beast Invasion Volume 4<\/span><\/li>\n <li>Gorgon Video Magazine Vol. 2<\/span><\/li>\n <li>Troublesome Night 14<\/span><\/li>\n <li>Sir-Ayet 2<\/span><\/li>\n <li>Slasher House 2<\/span><\/li>\n <li>Drona 2010<\/span><\/li>\n <li>Super Hell 3<\/span><\/li>\n <li>Grandmother's Farm Part 2<\/span><\/li>\n <li>Dark Romances Vol. 1<\/span><\/li>\n <li>Class of 2018<\/span><\/li>\n <li>Sathura Adi 3500<\/span><\/li>\n <li>Chalawan Kraithong 2<\/span><\/li>\n <li>Sadi-Scream Vol. 1<\/span><\/li>\n <li>72<\/span><\/li>\n <li>Atelophobia: Chapter 2<\/span><\/li>\n <li>Slit Mouth Woman 2<\/span><\/li>\n <li>& Teller 2<\/span><\/li>\n <li>Tape20<\/span><\/li>\n <li>Ghost Island 2<\/span><\/li>\n <li>Necromaniac: Schizophreniac 2<\/span><\/li>\n <li>Tokyo Babylon 1999<\/span><\/li>\n <li>616<\/span><\/li>\n <li>Rattlers 2<\/span><\/li>\n <li>Ward 13<\/span><\/li>\n <li>Alem-i Cin 2<\/span><\/li>\n <li>502<\/span><\/li>\n <li>Motel 666<\/span><\/li>\n <li>Horror Shorts #1<\/span><\/li>\n <li>Spirit Spiral 001<\/span><\/li>\n <li>Evil Sister 2<\/span><\/li>\n <li>Sektor 236<\/span><\/li>\n <li>The Offspring - Live at Woodstock '99<\/span><\/li>\n <li>Kibakichi 2<\/span><\/li>\n <li>Devil Hunter Yohko 3<\/span><\/li>\n <li>Meat Market 2<\/span><\/li>\n <li>S-94<\/span><\/li>\n <li>The Beheaded 1000<\/span><\/li>\n <li>Sesión 1.16<\/span><\/li>\n <li>Tokyo Videos of Horror 2<\/span><\/li>\n <li>Tokyo Videos of Horror 3<\/span><\/li>\n <li>Case No. 666/2013<\/span><\/li>\n <li>1334<\/span><\/li>\n <li>Death Scenes 3<\/span><\/li>\n <li>Treasure Chest of Horrors 2<\/span><\/li>\n <li>2084<\/span><\/li>\n <li>Haunted School 4<\/span><\/li>\n <li>Tokyo Videos of Horror 4<\/span><\/li>\n <li>Tokyo Videos of Horror 5<\/span><\/li>\n <li>Tokyo Videos of Horror 6<\/span><\/li>\n <li>Tokyo Videos of Horror 7<\/span><\/li>\n <li>Room 36<\/span><\/li>\n <li>869<\/span><\/li>\n <li>Secret Room No. 7<\/span><\/li>\n <li>Taxi Tonight 2<\/span><\/li>\n <li>Lot254<\/span><\/li>\n <li>1 Hour to Die 2<\/span><\/li>\n <li>The Best Of Tromadance Film Festival: Volume 2<\/span><\/li>\n <li>Hollywood 90028<\/span><\/li>\n <li>Exit 38<\/span><\/li>\n <li>Punk Rock Holocaust 2<\/span><\/li>\n <li>The Horror Vault: Part 1<\/span><\/li>\n <li>Rasuk 2003<\/span><\/li>\n <li>Opus #5<\/span><\/li>\n <li>Methodic 1.5<\/span><\/li>\n <li>Rabbit 105<\/span><\/li>\n <li>Angel of Darkness Volume 2<\/span><\/li>\n <li>Angel of Darkness Volume 3<\/span><\/li>\n <li>Angel of Darkness Volume 4<\/span><\/li>\n <li>Demon Beast Invasion Volume 5<\/span><\/li>\n <li>Demon Beast Invasion Volume 6<\/span><\/li>\n <li>1:58<\/span><\/li>\n <li>Faust 2.0<\/span><\/li>\n <li>Nocturna 2014<\/span><\/li>\n <li>Demon Beast Resurrection Volume 1<\/span><\/li>\n <li>Demon Beast Resurrection Volume 2<\/span><\/li>\n <li>Demon Beast Resurrection Volume 3<\/span><\/li>\n <li>H7N3<\/span><\/li>\n <li>Red Trail 90<\/span><\/li>\n <li>The Becoming 2015<\/span><\/li>\n <li>Hellgate: The House That Screamed 2<\/span><\/li>\n <li>Shake Rattle & Roll 2k5<\/span><\/li>\n <li>Dark Romances Vol. 2<\/span><\/li>\n <li>Sector Zero4<\/span><\/li>\n <li>Dark Shade Creek 2<\/span><\/li>\n <li>Nightmare 2<\/span><\/li>\n <li>666 (Beware the End Is at Hand) 2<\/span><\/li>\n <li>The Signs of End Times 2<\/span><\/li>\n <li>Tuyul: Part 1<\/span><\/li>\n <li>Inquérito Policial nº 0521/09<\/span><\/li>\n <li>B14? 2<\/span><\/li>\n <li>Proving Ground 2<\/span><\/li>\n <li>Mutant Massacre 2<\/span><\/li>\n <li>Channel 13<\/span><\/li>\n <li>LV 16<\/span><\/li>\n <li>DOKURO Act 1<\/span><\/li>\n <li>DOKURO Act 2<\/span><\/li>\n <li>M 10.28<\/span><\/li>\n <li>Suatu Malam Kubur Berasap 2<\/span><\/li>\n <li>Haunted School 2<\/span><\/li>\n <li>Death O' Lantern 2<\/span><\/li>\n <li>1 2 3<\/span><\/li>\n <li>88<\/span><\/li>\n <li>Untitled BH Tilt Horror #2<\/span><\/li>\n <li>Death From Beyond 2<\/span><\/li>\n <li>Pişt 2015<\/span><\/li>\n <li>Demonator 4<\/span><\/li>\n <li>Hontou no Shinrei Douga Kage 4<\/span><\/li>\n <li>Honto ni Atta! Noroi no Video Vol. 59<\/span><\/li>\n <li>Honto ni Atta! Noroi no Video Vol.56<\/span><\/li>\n <li>Honto ni Atta! Noroi no Video Vol.24<\/span><\/li>\n <li>Kadokawa Mystery & Horror Tales Vol. 2<\/span><\/li>\n <li>Kadokawa Mystery & Horror Tales Vol. 3<\/span><\/li>\n <li>Yami Douga 10<\/span><\/li>\n <li>Fuuin Eizou 12<\/span><\/li>\n <li>Fuuin Eizou 13<\/span><\/li>\n <li>Fuuin Eizou 19<\/span><\/li>\n <li>Room 119<\/span><\/li>\n <li>Chillers 2<\/span><\/li>\n <li>Flat 6<\/span><\/li>\n <li>Km 97<\/span><\/li>\n <li>Dead Is Dead 25<\/span><\/li>\n <li>333<\/span><\/li>\n <li>O Monstro Legume do Espaço 2<\/span><\/li>\n <li>Zombies 1985<\/span><\/li>\n <li>Troublesome Night 8<\/span><\/li>\n <li>Troublesome Night 11<\/span><\/li>\n <li>Troublesome Night 13<\/span><\/li>\n <li>March the 13th, 1941<\/span><\/li>\n <li>Kigai (Paranormal Town) Vol. 2<\/span><\/li>\n <li>Kigai (Paranormal Town) Vol. 1<\/span><\/li>\n <li>Abro Ne Bayie 2<\/span><\/li>\n <li>Wake Up to Kill 3<\/span><\/li>\n <li>Villemolle 81<\/span><\/li>\n <li>Night Prowlers 2<\/span><\/li>\n <li>Tortured Soul 2<\/span><\/li>\n <li>X Game 2<\/span><\/li>\n <li>Oh My Ghost! 4<\/span><\/li>\n <li>Wake Up to Kill 2<\/span><\/li>\n <li>The Ghost Footage 2<\/span><\/li>\n <li>Zombi 1<\/span><\/li>\n <li>Deep 6<\/span><\/li>\n <li>Queen of Ghost Snakes 2<\/span><\/li>\n <li>Midnight Shade 2<\/span><\/li>\n <li>The House of Pop 2<\/span><\/li>\n <li>The House of Pop 3<\/span><\/li>\n <li>The House of Pop 4<\/span><\/li>\n <li>Doc. 33<\/span><\/li>\n <li>House No. 13<\/span><\/li>\n <li>International Necktie Strangler 2<\/span><\/li>\n <li>Poseí2<\/span><\/li>\n <li>Halloween Nightmare 2<\/span><\/li>\n <li>The Evil of 1327<\/span><\/li>\n <li>Fuuin Sareta Shinrei Shashin Housou Dekinakatta Kowai Hanashi Vol. 1<\/span><\/li>\n <li>Hontou Ni Atta Toukou Yami Eizou 7<\/span><\/li>\n <li>Kalpana 2<\/span><\/li>\n <li>Tragedi Penerbangan 574<\/span><\/li>\n <li>The Snake King’s Wife Part 2<\/span><\/li>\n <li>Communion In Room 410<\/span><\/li>\n <li>Honto Ni Atta! Noroi No Video 58<\/span><\/li>\n <li>Honto ni Atta! Noroi no Video Vol. 22<\/span><\/li>\n <li>Honto ni Atta! Noroi no Video Vol. 25<\/span><\/li>\n <li>Honto ni Atta! Noroi no Video Vol. 29<\/span><\/li>\n <li>Honto ni Atta! Noroi no Video Vol. 30<\/span><\/li>\n <li>Honto ni Atta! Noroi no Video Vol. 32<\/span><\/li>\n <li>Honto ni Atta! Noroi no Video Vol. 54<\/span><\/li>\n <li>Not Found 7<\/span><\/li>\n <li>Not Found 9<\/span><\/li>\n <li>Crocodile Man 2<\/span><\/li>\n <li>Scream Girls 2<\/span><\/li>\n <li>Curse of the Swamp Creature 2<\/span><\/li>\n <li>Sorority Slaughter 2<\/span><\/li>\n <li>Strangled 4<\/span><\/li>\n <li>Strangled 6<\/span><\/li>\n <li>Dungeon of Death 2<\/span><\/li>\n <li>Psycho Charlie Returns: Part 2<\/span><\/li>\n <li>The Archer 2<\/span><\/li>\n <li>The Green Elephant Part 2<\/span><\/li>\n <li>The Chainsaw Sally Show Season 2<\/span><\/li>\n <li>Paranormal 7<\/span><\/li>\n <li>Widow Ghost 5<\/span><\/li>\n <li>Shrouded 2<\/span><\/li>\n <li>Shrouded 3<\/span><\/li>\n <li>Ghosts vs. Aliens 02<\/span><\/li>\n <li>Dark Night of the Pumpkinman 2<\/span><\/li>\n <li>Tokyo Videos of Horror 8<\/span><\/li>\n <li>Tokyo Videos of Horror 11<\/span><\/li>\n <li>Tokyo Videos of Horror 12<\/span><\/li>\n <li>Under The Bed 3<\/span><\/li>\n <li>Angel of Darkness 5<\/span><\/li>\n <li>Büyü 2<\/span><\/li>\n <li>The Werewolf Cult Chronicles: Vietnam 1969<\/span><\/li>\n <li>Auditorium 6<\/span><\/li>\n <li>Exorsister 2<\/span><\/li>\n <li>Photo Murders 2<\/span><\/li>\n <li>Lurid Crime Stories 2<\/span><\/li>\n <li>Damsel in Distress 2<\/span><\/li>\n <li>The Moonlight Man 2<\/span><\/li>\n <li>krotoplaxx diary disc 1.1<\/span><\/li>\n <li>Beach 67<\/span><\/li>\n <li>6-5=2<\/span><\/li>\n <li>465<\/span><\/li>\n <li>I Dared You! Truth or Dare Part 5<\/span><\/li>\n <li>A Rough Cut 2<\/span><\/li>\n <li>Apartment 41<\/span><\/li>\n <li>Fangs & Claws 2<\/span><\/li>\n <li>The Marshmallow Ghosts present Corpse Reviver No. 2<\/span><\/li>\n <li>Pen Fairy vs Sadako 2<\/span><\/li>\n <li>The Missing 6<\/span><\/li>\n <li>Banglow No. 666<\/span><\/li>\n <li>Kraftverk 3714<\/span><\/li>\n <li>22<\/span><\/li>\n <li>Chudail No. 1<\/span><\/li>\n <li>#MerrittXanadu44<\/span><\/li>\n <li>Sacrifice 97<\/span><\/li>\n <li>Xưởng 13<\/span><\/li>\n <li>Angus Valley Farms 2<\/span><\/li>\n <li>Madman 2<\/span><\/li>\n <li>Living Nightmare 2<\/span><\/li>\n <li>Twisted Tales 2<\/span><\/li>\n <li>December 13<\/span><\/li>\n <li>The Violence Movie 2<\/span><\/li>\n <li>4426<\/span><\/li>\n <li>Leaf Blower Massacre 2<\/span><\/li>\n <li>Tales for the Campfire 2<\/span><\/li>\n <li>Hügel der lebenden Toten - Totenhügel 2<\/span><\/li>\n <li>Der Henker 1 + 2<\/span><\/li>\n <li>Taste Me: Death-scort Service Part 3<\/span><\/li>\n <li>Claimer: Case 1<\/span><\/li>\n <li>Jelangkung 3<\/span><\/li>\n <li>Murder Party 2<\/span><\/li>\n <li>Beach 24<\/span><\/li>\n <li>Detour Into Madness Vol. 2<\/span><\/li>\n <li>Killer Shorts 2<\/span><\/li>\n <li>8<\/span><\/li>\n <li>Bloodrunner Zero 2<\/span><\/li>\n <li>Inner Depravity 2<\/span><\/li>\n <li>Naakhara 2<\/span><\/li>\n <li>SUPER Horrifying Story 2<\/span><\/li>\n <li>Necro Files 3000<\/span><\/li>\n <li>Kuchisake-onna vs Kashima-san 2<\/span><\/li>\n <li>The Dead Bodies in #223<\/span><\/li>\n <li>Terror Trap: The Silver Mummy 2<\/span><\/li>\n <li>Tanggal 13<\/span><\/li>\n <li>Project Genesis: Crossclub 2<\/span><\/li>\n <li>Halloween '87<\/span><\/li>\n <li>Kamar 207<\/span><\/li>\n <li>Villa 603<\/span><\/li>\n <li>Trapping 214<\/span><\/li>\n <li>02:34<\/span><\/li>\n <li>Hüddam 2<\/span><\/li>\n <li>Prema Katha Chitram 2<\/span><\/li>\n <li>The Procedure 2<\/span><\/li>\n <li>7<\/span><\/li>\n <li>Department 666<\/span><\/li>\n <li>Ninceto 90<\/span><\/li>\n <li>3 1 6<\/span><\/li>\n <li>Apartamento 88<\/span><\/li>\n <li>Recon 6<\/span><\/li>\n <li>A Whisper in the Dark 2<\/span><\/li>\n <li>20.02.80<\/span><\/li>\n <li>Psycho Santa 2<\/span><\/li>\n <li>Tournament 7<\/span><\/li>\n <li>Raju Gari Gadhi 3<\/span><\/li>\n <li>Deadly Camp 2003<\/span><\/li>\n <li>10/31 Part 2<\/span><\/li>\n <li>505<\/span><\/li>\n <li>End Zone 2<\/span><\/li>\n <li>Cipali Km 182<\/span><\/li>\n <li>Flat no 609<\/span><\/li>\n <li>District 13<\/span><\/li>\n <li>7337<\/span><\/li>\n <li>Experiment 17<\/span><\/li>\n <li>Grindsploitation 666<\/span><\/li>\n <li>11:05<\/span><\/li>\n <li>6:14<\/span><\/li>\n <li>Satanic Panic '87<\/span><\/li>\n <li>Zone 2<\/span><\/li>\n <li>Anxiety #5<\/span><\/li>\n <li>The House of Pop 5<\/span><\/li>\n <li>The House of Pop 6<\/span><\/li>\n <li>Blood Angel 2<\/span><\/li>\n <li>The Mist: Taming the Beast - The Making of Scene 35<\/span><\/li>\n <li>Zombie Rampage 2<\/span><\/li>\n <li>Angriff aus dem Schatten 2<\/span><\/li>\n <li>Tales for the Campfire 3<\/span><\/li>\n <li>Brasil 2020<\/span><\/li>\n <li>Flowers 02<\/span><\/li>\n <li>Room 704<\/span><\/li>\n <li>Megan, 26<\/span><\/li>\n <li>Mid-July Days 2<\/span><\/li>\n <li>The Haunted Graduation Photo 2<\/span><\/li>\n <li>Peixe Podre 2<\/span><\/li>\n <li>The Dummy 2<\/span><\/li>\n <li>Kinder der Nacht 2<\/span><\/li>\n <li>Axegrinder 2<\/span><\/li>\n <li>Criaturas Hediondas 2<\/span><\/li>\n <li>Dark:30<\/span><\/li>\n <li>Semiconductor v1.1<\/span><\/li>\n <li>Zombieworld 3<\/span><\/li>\n <li>Strange Events 3<\/span><\/li>\n <li>4x6<\/span><\/li>\n <li>The Thing at 2:37<\/span><\/li>\n <li>Isolation 119<\/span><\/li>\n <li>2:22<\/span><\/li>\n <li>8 Ball Clown 2<\/span><\/li>\n <li>A Casa 668<\/span><\/li>\n <li>Survive Girls 2<\/span><\/li>\n <li>Das Schwäbische Sägewerkmassaker 2<\/span><\/li>\n <li>Zombies from Sector 9<\/span><\/li>\n <li>Tales of the Bizarre: Vol. 3<\/span><\/li>\n <li>Revelation 666<\/span><\/li>\n <li>Block 66<\/span><\/li>\n <li>U14<\/span><\/li>\n <li>Viagem Sem Volta 2<\/span><\/li>\n <li>2:59<\/span><\/li>\n <li>Manne No 13<\/span><\/li>\n <li>Lane 9<\/span><\/li>\n <li>The Animator 2<\/span><\/li>\n <li>The Grudge 1.5<\/span><\/li>\n <li>1978<\/span><\/li>\n <li>Incident on Highway 73<\/span><\/li>\n <li>Paranoia Tapes 6: 06:06:06<\/span><\/li>\n <li>Experimento 125<\/span><\/li>\n <li>Shut Eye 2<\/span><\/li>\n <li>Operator: Episode 2<\/span><\/li>\n <li>Spirit #1<\/span><\/li>\n <li>Splattenstein 2000<\/span><\/li>\n <li>Really! Cursed Video: The Movie 2<\/span><\/li>\n <li>Abnormal Activity 3<\/span><\/li>\n <li>Children's Scary Story '99<\/span><\/li>\n <li>Cin Bebek 2<\/span><\/li>\n <li>Honto Ni Atta! Noroi No Video 11<\/span><\/li>\n <li>Chinese Unicorn 3: Shadow Play - Part 1<\/span><\/li>\n <li>Nine Lives: Part 1<\/span><\/li>\n <li>Facility 4<\/span><\/li>\n <li>The Dead Will Rise 2<\/span><\/li>\n <li>Cold Case #17-76466<\/span><\/li>\n <li>Chainsaw Maid Episode 0<\/span><\/li>\n <li>Hantu Bonceng 2.0<\/span><\/li>\n <li>Sex, Gewalt und gute Laune Vol. 2<\/span><\/li>\n <li>DV2<\/span><\/li>\n <li>Dv3<\/span><\/li>\n <li>The Secret 2: Mystery of Villa 666<\/span><\/li>\n <li>Jubaku 2<\/span><\/li>\n <li>152<\/span><\/li>\n <li>Incarnation of the Devil 2<\/span><\/li>\n <li>Zombie Abomination: The Italian Zombie - Part 1<\/span><\/li>\n <li>Zombie Atrocity: The Italian Zombie Movie - Part 2<\/span><\/li>\n <li>Tokyo Videos of Horror 13<\/span><\/li>\n <li>Tokyo Videos of Horror 14<\/span><\/li>\n <li>Tokyo Videos of Horror 15<\/span><\/li>\n <li>Movster: Chapter 1<\/span><\/li>\n <li>Movster: Chapter 2<\/span><\/li>\n <li>Movster: Chapter 3<\/span><\/li>\n <li>WICCA_02<\/span><\/li>\n <li>The House of Pop 7<\/span><\/li>\n <li>The House of Pop 9<\/span><\/li>\n <li>The House of Pop 10<\/span><\/li>\n <li>60 Seconds to Die 3<\/span><\/li>\n <li>The House of Pop 11<\/span><\/li>\n <li>The House of Pop 13<\/span><\/li>\n <li>Symbolicus, Vol.1<\/span><\/li>\n <li>13:13<\/span><\/li>\n <li>Shortcuts to Hell: Volume 1<\/span><\/li>\n <li>The collector 2<\/span><\/li>\n <li>MOV_20202809<\/span><\/li>\n <li>Lesson 9<\/span><\/li>\n <li>& Teller 4<\/span><\/li>\n <li>& Teller 5<\/span><\/li>\n <li>Bisikan 69<\/span><\/li>\n <li>Creature 2013<\/span><\/li>\n <li>Cabin 11<\/span><\/li>\n <li>Level 05<\/span><\/li>\n <li>Nervous 2<\/span><\/li>\n <li>dream journal 1<\/span><\/li>\n <li>Elevation 404<\/span><\/li>\n <li>12:21:21<\/span><\/li>\n <li>The Evil Within 2<\/span><\/li>\n <li>Honto ni Atta! Noroi no Video Best Selection 2<\/span><\/li>\n <li>Honto Ni Atta! Noroi No Video 3<\/span><\/li>\n <li>Honto ni Atta! Noroi no Video 5<\/span><\/li>\n <li>Honto ni Atta! Noroi no Video 6<\/span><\/li>\n <li>Not Found 10<\/span><\/li>\n <li>Not Found 4<\/span><\/li>\n <li>Not Found 5<\/span><\/li>\n <li>Not Found 6<\/span><\/li>\n <li>Not Found 8<\/span><\/li>\n <li>Batch 2003<\/span><\/li>\n <li>Honto ni Atta! Noroi no Video: Vol. 1<\/span><\/li>\n <li>A Comedy of Horrors: Volume 1<\/span><\/li>\n <li>The Dream Killer Chapter 1<\/span><\/li>\n <li>GH5<\/span><\/li>\n <li>Faces of Fear 2020<\/span><\/li>\n <li>Honto Ni Atta! Noroi No Video 10<\/span><\/li>\n <li>Honto ni Atta! Noroi no Video Vol. 21<\/span><\/li>\n <li>Honto ni Atta! Noroi no Video Vol. 20<\/span><\/li>\n <li>Honto ni Atta! Noroi no Video 19<\/span><\/li>\n <li>Honto Ni Atta! Noroi No Video 18<\/span><\/li>\n <li>Honto Ni Atta! Noroi No Video 17<\/span><\/li>\n <li>It Really Was! Cursed Video 15<\/span><\/li>\n <li>Honto Ni Atta! Noroi No Video 14<\/span><\/li>\n <li>Honto Ni Atta! Noroi No Video 13<\/span><\/li>\n <li>Honto Ni Atta! Noroi No Video 12<\/span><\/li>\n <li>Honto Ni Atta! Noroi No Video 27<\/span><\/li>\n <li>Honto Ni Atta! Noroi No Video 31<\/span><\/li>\n <li>Honto ni Atta! Noroi no Video 40<\/span><\/li>\n <li>Honto ni Atta! Noroi no Video Vol. 60<\/span><\/li>\n <li>Honto Ni Atta! Noroi No Video 39<\/span><\/li>\n <li>Honto Ni Atta! Noroi No Video 38<\/span><\/li>\n <li>Honto Ni Atta! Noroi No Video 48<\/span><\/li>\n <li>Honto Ni Atta! Noroi No Video 37<\/span><\/li>\n <li>Honto Ni Atta! Noroi No Video 36<\/span><\/li>\n <li>Honto Ni Atta! Noroi No Video 35<\/span><\/li>\n <li>Honto Ni Atta! Noroi No Video 34<\/span><\/li>\n <li>Honto Ni Atta! Noroi No Video 33<\/span><\/li>\n <li>Honto Ni Atta! Noroi No Video 45<\/span><\/li>\n <li>It Really Was! Cursed Video 50<\/span><\/li>\n <li>Honto Ni Atta! Noroi No Video 49<\/span><\/li>\n <li>Honto Ni Atta! Noroi No Video 47<\/span><\/li>\n <li>Honto Ni Atta! Noroi No Video 46<\/span><\/li>\n <li>Honto Ni Atta! Noroi No Video 44<\/span><\/li>\n <li>Honto ni Atta! Noroi no Video 43<\/span><\/li>\n <li>Honto Ni Atta! Noroi No Video 42<\/span><\/li>\n <li>Honto Ni Atta! Noroi No Video 41<\/span><\/li>\n <li>Honto Ni Atta! Noroi No Video 55<\/span><\/li>\n <li>Honto ni Atta! Noroi no Video 51<\/span><\/li>\n <li>Really! Cursed Video – The Movie 2<\/span><\/li>\n <li>Honto ni Atta! Noroi no Video: Ver. X: 2<\/span><\/li>\n <li>Honto ni Atta! Noroi no Video: Ver. X: 3<\/span><\/li>\n <li>Honto ni Atta! Noroi no Video: Ver. X: 4<\/span><\/li>\n <li>Honto Ni Atta! Noroi No Video 26<\/span><\/li>\n <li>Unsolved Case Outflow Evidence Verification Record Vol.1<\/span><\/li>\n <li>Honto ni Atta Kowai Hanashi: Onryou 2<\/span><\/li>\n <li>Shinrei Yami Douga 19<\/span><\/li>\n <li>Paranormal Phenomenon 2<\/span><\/li>\n <li>Paranormal Phenomenon 3<\/span><\/li>\n <li>10-33<\/span><\/li>\n <li>Holy3<\/span><\/li>\n <li>The Pool 2<\/span><\/li>\n <li>Fuuin Eizou 50<\/span><\/li>\n <li>Horrortales.666 Part 2<\/span><\/li>\n <li>Wall #4<\/span><\/li>\n <li>The Slit-Mouthed Woman: Chapter 2<\/span><\/li>\n <li>12/14/1996<\/span><\/li>\n <li>12/15/1996<\/span><\/li>\n <li>Magic Moon 2<\/span><\/li>\n <li>F.I.R NO. 339/07/06<\/span><\/li>\n <li>2551.01<\/span><\/li>\n <li>Symbolicus Vol. 2<\/span><\/li>\n <li>Fleshy Headed Mutants of 2051<\/span><\/li>\n <li>Shororipu 1<\/span><\/li>\n <li>Death Toilet Number 2<\/span><\/li>\n <li>Frankenstein 83<\/span><\/li>\n <li>Number 7<\/span><\/li>\n <li>Death Portrait 1<\/span><\/li>\n <li>Doll Killer 2<\/span><\/li>\n <li>Line 17<\/span><\/li>\n <li>Family Forbidden 2<\/span><\/li>\n <li>Lake House: 2002<\/span><\/li>\n <li>Street 13<\/span><\/li>\n <li>Trah 7<\/span><\/li>\n <li>Lost Tales From Camp Blood - Part 2<\/span><\/li>\n <li>The United States of Horror: Chapter 1<\/span><\/li>\n <li>Experimenting on Roux: Prisoner 068<\/span><\/li>\n <li>Incident 437<\/span><\/li>\n <li>Minsk 2020<\/span><\/li>\n <li>Too Dumb to Live Part 2<\/span><\/li>\n <li>Family Forbidden 3<\/span><\/li>\n <li>The Smiling Man 2<\/span><\/li>\n <li>Akio Jissoji's Wonder Museum 1<\/span><\/li>\n <li>Akio Jissoji's Wonder Museum 2<\/span><\/li>\n <li>デスフォレスト　恐怖の森3<\/span><\/li>\n <li>Party 85<\/span><\/li>\n <li>In the Bathroom 2<\/span><\/li>\n <li>Death Forest: Forbidden Forest 3<\/span><\/li>\n <li>Death Forest: Forbidden Forest 4<\/span><\/li>\n <li>665<\/span><\/li>\n <li>DAISUKE ICHIBA Anime 2<\/span><\/li>\n <li>UFO・UMA 11<\/span><\/li>\n <li>A Couple Of Regular Fellas 2<\/span><\/li>\n <li>Day 13<\/span><\/li>\n <li>2:22<\/span><\/li>\n <li>6<\/span><\/li>\n <li>Within 304<\/span><\/li>\n <li>Killer Waves 2<\/span><\/li>\n <li>Bite School 2<\/span><\/li>\n <li>-,49<\/span><\/li>\n <li>080817.mp4<\/span><\/li>\n <li>Tokyo Videos of Horror 16<\/span><\/li>\n <li>Tokyo Videos of Horror 17<\/span><\/li>\n <li>Tokyo Videos of Horror 20<\/span><\/li>\n <li>Honto Ni Atta! Noroi No Video 91<\/span><\/li>\n <li>Honto Ni Atta! Noroi No Video 90<\/span><\/li>\n <li>Tumors 2<\/span><\/li>\n <li>Honto ni Atta! Noroi no Video: Vol. 83<\/span><\/li>\n <li>Honto Ni Atta! Noroi No Video 84<\/span><\/li>\n <li>Honto Ni Atta! Noroi No Video 85<\/span><\/li>\n <li>Honto Ni Atta! Noroi No Video 86<\/span><\/li>\n <li>Honto Ni Atta! Noroi No Video 87<\/span><\/li>\n <li>Honto Ni Atta! Noroi No Video 88<\/span><\/li>\n <li>Honto Ni Atta! Noroi No Video 89<\/span><\/li>\n <li>Not Found 2<\/span><\/li>\n <li>Not Found 11<\/span><\/li>\n <li>Honto Ni Atta! Noroi No Video 92<\/span><\/li>\n <li>Honto Ni Atta! Noroi No Video 93<\/span><\/li>\n <li>Not Found 18<\/span><\/li>\n <li>Not Found 30<\/span><\/li>\n <li>Not Found 19<\/span><\/li>\n <li>Spirit Spiral 002<\/span><\/li>\n <li>Spirit Spiral 003<\/span><\/li>\n <li>Spirit Spiral 004<\/span><\/li>\n <li>Tales from the Occult 2<\/span><\/li>\n <li>Not Found 20<\/span><\/li>\n <li>Not Found 40<\/span><\/li>\n <li>Honto Ni Atta! Noroi No Video 94<\/span><\/li>\n <li>Not Found 21<\/span><\/li>\n <li>Not Found 39<\/span><\/li>\n <li>Not Found 38<\/span><\/li>\n <li>Not Found 37<\/span><\/li>\n <li>Not Found 36<\/span><\/li>\n <li>Not Found 35<\/span><\/li>\n <li>Not Found 34<\/span><\/li>\n <li>Not Found 33<\/span><\/li>\n <li>Not Found 31<\/span><\/li>\n <li>Not Found 32<\/span><\/li>\n <li>Not Found 41<\/span><\/li>\n <li>Not Found 42<\/span><\/li>\n <li>Not Found 43<\/span><\/li>\n <li>Not Found 44<\/span><\/li>\n <li>Not Found 45<\/span><\/li>\n <li>Not Found 46<\/span><\/li>\n <li>Not Found 26<\/span><\/li>\n <li>Not Found 25<\/span><\/li>\n <li>Not Found 17<\/span><\/li>\n <li>Not Found 16<\/span><\/li>\n <li>Not Found 3<\/span><\/li>\n <li>Not Found 12<\/span><\/li>\n <li>Not Found 14<\/span><\/li>\n <li>Not Found 13<\/span><\/li>\n <li>Not Found 15<\/span><\/li>\n <li>Not Found 24<\/span><\/li>\n <li>Not Found 23<\/span><\/li>\n <li>Not Found 47<\/span><\/li>\n <li>Not Found 22<\/span><\/li>\n <li>Not Found 29<\/span><\/li>\n <li>Not Found 28<\/span><\/li>\n <li>Not Found 27<\/span><\/li>\n <li>Actual Record!! Posted video of the real horror 11<\/span><\/li>\n <li>Honto ni Atta! Noroi no Video 95<\/span><\/li>\n <li>Honto ni Atta! Noroi no Video 96<\/span><\/li>\n <li>Stalingrad 2016<\/span><\/li>\n <li>2<\/span><\/li>\n <li>Axegrinder 3<\/span><\/li>\n <li>Quasar 7<\/span><\/li>\n <li>Be Careful What You Wish 4<\/span><\/li>\n <li>Blutbad 2<\/span><\/li>\n <li>Diabolis 2<\/span><\/li>\n <li>Sivi 2<\/span><\/li>\n <li>8<\/span><\/li>\n <li>The Haunted Cinema 2<\/span><\/li>\n <li>Tofino 2018<\/span><\/li>\n <li>Acid Babylon 2<\/span><\/li>\n <li>BLOODTHIRSTY: Part 1<\/span><\/li>\n <li>Experiment 18<\/span><\/li>\n <li>216777<\/span><\/li>\n <li>Junji Inagawa's Mystery Night Tour 2020<\/span><\/li>\n<\/ul>"},"evals":[],"jsHooks":[]}</script>
]
---
class: middle, center, inverse
# Questions? 
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# Resources used for this presentation 
- https://r4ds.hadley.nz/
- https://bookdown.org/rdpeng/rprogdatascience/
- https://stringr.tidyverse.org/
- https://regexr.com/
- https://www.petefreitag.com/cheatsheets/regex/
- https://github.com/tashapiro/horror-movies