R Markdown

This is an R Markdown document. Markdown is a simple formatting syntax for authoring HTML, PDF, and MS Word documents. For more details on using R Markdown see http://rmarkdown.rstudio.com.

When you click the Knit button a document will be generated that includes both content as well as the output of any embedded R code chunks within the document. You can embed an R code chunk like this:

## Loading required package: NLP
## Loading required package: RColorBrewer
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## 1                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Tweet Text
## 2                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Recordando Sequoia National Park.
## 3 In August I visited Sequoia National Park, to see the biggest trees on the planet. I highly recommend visiting that place, its astoundingly mesmerising. The giant sequoia is the largest in the world and has an immense trunk with a very slight taper.\nJust posted a photo @ Sequoia National Park\n🌲 Sequoia National Park See the full episode on the 7-Ahead you tube channel! #SequoiaNationalPark #experiencegodscreations #7peopleinanrv #thebestisyettocome #7ahead #investinyourchild #investedparents #nationalparks #kydinsider #summertoremember #s2r22\nOctober 31, 2014 Mariposa Grove of Yosemite National Park, CA #mariposagrove #trees #redwood #sequoia #nature #yosemite #yosemitenationalpark #christyborgman #lawomanphoto #onthisday\nJust a couple minions hiking in Sequoia National Park RT @OkwahoOutfitter: A #HalloweenHike in @SequoiaKingsNPS today was in order! #HappyHalloween #SequoiaNationalPark #HikeCalifornia #HikingCulture #LittleBaldyTrail\nA RC-135 River Joint is flying by the Sequoia National Park, callsign SNOOP42.\nPotwisha Campground - Sequoia National Park\nSequoia National Park 📸\nSequoia national park\nSequoia & Kings Canyon National Park Map (2021) (English and Marathi Edition) ER3XYW2\nIn her happy place! @Y_Strahovski camping in Sequoia National Park. Bears and spiders oh my!\nDont care for warmongers. the biggest tree in the world at Sequoia National Park.
## 4                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            At Sequoia National Park and what kind of size queen sees the General Sherman - the “largest tree in the world” and thinks - “that’s it? \U{01f9d0}” 
## 5                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Redwood National Park is much from only a nationwide park. It is house to a number of the tallest bushes on this planet – redwoods (scientifically often known as sequoia sempervirens). Nature
## 6                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Sequoia National Park
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##                                word freq
## national                   national   97
## park                           park   89
## sequoia                     sequoia   81
## trees                         trees   14
## giant                         giant   12
## nature                       nature   11
## california               california   10
## canyon                       canyon    9
## just                           just    9
## kings                         kings    9
## largest                     largest    8
## photo                         photo    8
## world                         world    8
## tree                           tree    7
## yosemite                   yosemite    7
## grove                         grove    6
## redwood                     redwood    6
## general                     general    5
## nsequoia                   nsequoia    5
## posted                       posted    5
## tallest                     tallest    5
## tuolumne                   tuolumne    5
## usa                             usa    5
## campsite                   campsite    4
## naturelovers           naturelovers    4
## naturephotography naturephotography    4
## see                             see    4
## campgroundsequoia campgroundsequoia    3
## known                         known    3
## landscape                 landscape    3
## lodgepole                 lodgepole    3
## much                           much    3
## notified                   notified    3
## open                           open    3
## parknsequoia           parknsequoia    3
## parks                         parks    3
## photography             photography    3
## photooftheday         photooftheday    3
## place                         place    3
## sempervirens           sempervirens    3

## Warning: `spread_()` was deprecated in tidyr 1.2.0.
## ℹ Please use `spread()` instead.
## ℹ The deprecated feature was likely used in the syuzhet package.
##   Please report the issue to the authors.
## Warning in RColorBrewer::brewer.pal(N, "Set2"): n too large, allowed maximum for palette Set2 is 8
## Returning the palette you asked for with that many colors

## Warning in RColorBrewer::brewer.pal(N, "Set2"): n too large, allowed maximum for palette Set2 is 8
## Returning the palette you asked for with that many colors

References: Text Mining with R: A Tidy Approach. https://www.tidytextmining.com/.

Learning Social Media Analytics with R, Oreilly - Free e-book (online access available at https: //library.csub.edu/).

Course notes, Zhenning Jimmy Xu, https://bookdown.org/utjimmyx/marketing_research/

https://rpubs.com/utjimmyx